您的当前位置:首页正文

Molecular Biology of Lung Cancer- Clinical Implications

来源:华佗健康网
NIH Public AccessAuthor ManuscriptClin Chest Med. Author manuscript; available in PMC 2012 December 01.Published in final edited form as:Clin Chest Med. 2011 December ; 32(4): 703–740. doi:10.1016/j.ccm.2011.08.003.NIH-PA Author ManuscriptNIH-PA Author ManuscriptNIH-PA Author ManuscriptMolecular Biology of Lung Cancer: Clinical ImplicationsJill E. Larsen, Ph.D. and John D. Minna, M.D.Hamon Center for Therapeutic Oncology Research, Simmons Cancer Center, University of TexasSouthwestern Medical CenterLung cancer is the leading cause of cancer-related death in men and women in the UnitedStates accounting for approximately 28% of total cancer deaths in 2010 despite comprisingonly ~15% of new cancer cases1. Decades of research have contributed to our understandingthat lung cancer is a multi-step process involving genetic and epigenetic alterations whereresulting DNA damage transforms normal lung epithelial cells into lung cancer2,3. It is notknown whether all lung epithelial cells or only a subset of these cells (such as pulmonaryepithelial stem cells or their immediate progenitors) are susceptible to full malignanttransformation. Additionally, while the tumor initiating cell may have only a handful ofmutations, as the tumor expands cells may acquire additional mutations4. Smoking damagesthe entire respiratory epithelium and thus “field cancerization” or “field defects” (molecularchanges) are observed in histologically normal lung epithelium, as well as a variety ofhistologic preneoplastic/premalignant lesions, which also harbor molecular abnormalitiescommon to the adjacent tumor5. The culmination of these changes leads to lung cancersexhibiting all the “hallmarks of cancer” (including self-sufficiency of growth signals,insensitivity to growth-inhibitory (anti-growth) signals, evasion of programmed cell death(apoptosis), limitless replicative potential, sustained angiogenesis, and tissue invasion andmetastasis)6,7. Lung cancer is a heterogeneous disease clinically, biologically, histologicallyand molecularly. Understanding the molecular causes of this heterogeneity is the focus ofcurrent research and these could reflect changes occurring in different classes of epithelialcells or different molecular changes occurring in the same target lung epithelial cells.Identifying the genes and pathways involved, determining how they relate to the biologicbehavior of lung cancer and their utility as diagnostic and therapeutic targets are importantbasic and translational research issues. Thus, current information on the key molecular stepsin lung cancer pathogenesis and their timing in preneoplasia, primary cancer, and metastaticdisease and the clinical implications is the subject of this review.Molecular epidemiology and etiologyThe two main types of lung cancer, non-small cell lung cancer (NSCLC) (representing 80–85% of cases) and small cell lung cancer (SCLC) (representing 15–20%) are identifiedbased on histological, clinical and neuroendocrine characteristics. NSCLC and SCLC alsodiffer molecularly with many genetic alterations exhibiting subtype specificity. NSCLC canbe further histologically subdivided into adenocarcinoma, squamous carcinoma, large cellcarcinoma (including large cell neuroendocrine lung cancers), bronchoalveolar lung cancer,and mixed histologic types (e.g. adenosquamous carcinoma). Common moleculardifferences between these major NSCLC subtypes and between NSCLC and SCLC areCorrespondence: John D. Minna, M.D., john.minna@utsouthwestern.edu, Telephone: 1-214-648-4900.Publisher's Disclaimer: This is a PDF file of an unedited manuscript that has been accepted for publication. As a service to ourcustomers we are providing this early version of the manuscript. The manuscript will undergo copyediting, typesetting, and review ofthe resulting proof before it is published in its final citable form. Please note that during the production process errors may bediscovered which could affect the content, and all legal disclaimers that apply to the journal pertain.Larsen and MinnaPage 2

outlined in Table 1. These differences, as well as advances in both conventional and targetedtherapy, signify the importance of stratifying NSCLC tumors by subtype for prognostic andpredictive purposes and molecular studies8.

Approximately 85% of lung cancers are caused by carcinogens present in tobacco smoke,while worldwide, 15–25% of lung cancer cases occur in life time “never smokers” (less than100 cigarettes in a lifetime). These etiologic differences are associated with distinct

differences in tumor acquired molecular changes and are discussed later in this review9,10.While the general public associates lung cancer with smoking, due to the number of lungcancer cases overall, lung cancer occurring in life time never smokers is also a huge publichealth problem. Likewise, over 50% of newly diagnosed lung cancers in the USA occur in“former smokers” who changed their lifestyle – but the damage caused by past smoking stillled to the development of lung cancer. Thus, it will be important to identify the non-smokingrelated etiologies of lung cancer arising in “never smokers” as well as methods to identifywhich former smokers are most likely to develop clinically evident lung cancer.

Genetic susceptibility to lung cancer

There has been intense study of inherited predisposition to lung cancer including study ofpolymorphisms associated with lung cancer risk (reviewed11,12) and familial linkage studies.In 2008, three independent genome-wide association studies (GWASs) identified singlenucleotide polymorphism (SNP) variations at 15q24-q25.1 were associated with anincreased risk of both nicotine dependence and developing lung cancer13–15. This locusincludes genes encoding nicotinic acetylcholine receptor (nAChR) subunits (CHRNA5,CHRNA3, and CHRNB4). More recently, two meta-analyses have provided further

evidence that variation at 15q25.1, 5p15.33, and 6p21.33 influences lung cancer risk16,17. Ithas not yet been elucidated whether there is a mechanistic association with these nAChRpolymorphisms and nicotine addiction, carcinogenic derivatives of nicotine exposure, or theeffect of nicotine acting on nAChRs known to be expressed in lung epithelial cells18–26. Inaddition, a genome-wide linkage study of pedigrees containing multiple generations of lungcancer from the Genetic Epidemiology of Lung Cancer Consortium (GELCC) mapped afamilial susceptibility locus to 6q23-2527,28. A member of the regulator of G-protein

signaling (RGS) family, RGS17, was identified as a potential causal gene within this locuswhere common variants were associated with familial, but not sporadic lung cancer29;however, it is likely that more than one genetic locus in the 6q region is influencingsusceptibility.

Lung cancer in never-smokers

Never smoking lung cancers represent a distinct epidemiological, clinical and moleculardisease from smoking lung cancers. If considered independently, never smoking lungcancers comprise the seventh most common cause of cancer death30. Never smoking lungcancer occurs more frequently in women and East Asians, has a peak incidence at a youngerage, targets the distal airways, are usually adenocarcinomas, and frequently have acquiredEGFR mutations making them very responsive to EGFR targeted therapies9,31–36. Table 2outlines the molecular differences between smoking and never smoking lung cancers.

Human papilloma virus (HPV)-mediated lung cancer

Human papilloma virus (HPV), an established human carcinogen (for both uterine cervicaland head and neck cancer), has been proposed to play a role in lung cancer pathogenesis;however, published data remains controversial. The presence of HPV oncoproteins E6 andE7 lead to inactivation of tumor suppressors p53 and Rb, respectively37,38. A meta-analysisof 53 publications comprising 4,508 cases found a mean incidence of HPV positive lungcancer of 25%, detected in all subtypes of lung cancer39. Geographically, European and

Clin Chest Med. Author manuscript; available in PMC 2012 December 01.

NIH-PA Author ManuscriptNIH-PA Author ManuscriptNIH-PA Author ManuscriptLarsen and MinnaPage 3

American studies had a lower incidence of 15–17% while Asian lung cancer cases reporteda mean incidence of 38%. In an effort to overcome sample and detection limitations of

earlier studies, a recent case-control study of ~400 lung cancer patients of European descent,representing the largest study to date, found no evidence of an association of HPV and lungcancer40. While HPV will likely be primarily found in lung cancer arising in Asian

populations, the detection of oncogenic variants of HPV in some tumors and the wealth ofknowledge of the role of HPV oncoproteins suggest that a subset of lung cancer will haveHPV infection as a major etiologic feature. It will be important to characterize other

molecular alterations in these lung cancers, and how they respond to various therapies, giventhe differences in response of head and neck cancer associated with HPV to EGFR targetedtherapy.

NIH-PA Author ManuscriptNIH-PA Author ManuscriptNIH-PA Author ManuscriptMolecular changes in lung carcinogenesis: Therapeutic implications fromboth oncogenic changes and the cellular adaptations necessary to toleratethese changes

Characterization of the molecular changes in lung cancer and associated preneoplastic cellsis becoming increasingly well-defined, aided immeasurably by the continued advancementof both clinical and genomic tools. Improved detection and sampling of clinical samplesusing fluorescent bronchoscopy, endobronchial ultrasounds and laser capture

microdissection techniques for instance, enables precise analysis of abnormal epithelialcells. Introduction of high-resolution and high-throughput genomic tools (described in moredetail later in this review) has facilitated the identification and characterization of keymolecular changes – often involving oncogenes and tumor suppressor genes (TSGs) – andimportantly, the associated “tumor cell acquired vulnerabilities” that accompany theseoncogenotype changes (Figure 1). The key new concept that applies to many cancers,including lung cancer, is that with the genetic and epigenetic changes that occur duringcarcinogenesis the cancer becomes both dependent (“addicted”) to the continued presence/function of these changes and also must make other cellular adaptations including mutationsto minimize the “oncogene stress” induced by these changes. While mutated oncogenicproteins themselves are therapeutic targets (see discussion of mutant EGFR below), theother cellular adaptations which are present in tumor but not normal cells also becomecancer specific therapeutic targets. The cancer needs both the oncogenic changes as well asthe cellular adaptations to tolerate the oncogenic changes – that is the oncogenic changes are“synthetically lethal” with the adaptation changes. Thus, both of these are potential

therapeutic targets that can be discovered by genome wide functional approaches such assiRNA library screening (see below). Together, these advances promote our understandingof the development and progression of lung cancer, which is of fundamental importance forimproving the prevention, early detection, and treatment of this disease. Ultimately thesefindings need to be translated to the clinic by using molecular alterations as: biomarkers forearly detection and risk assessment; targets for prevention; signatures for personalizing

prognosis and therapy selection for each patient; and as therapeutic targets to selectively killor inhibit the growth of lung cancer.

Technologic revolution has allowed genome wide analyses of molecular changesoccurring in lung cancer

Chronic exposure to tobacco smoke carcinogens propels genetic and epigenetic damagewhich can result in lung epithelial cells steadily acquiring growth and/or survival

advantages. Malignant transformation is characterized by genetic instability which can existat the chromosomal level (with large-scale loss or gain of genomic material, translocations,and microsatellite instability), at the nucleotide level (with single or several nucleotide basechanges), or in the transcriptome (with altered gene expression). Abnormalities are typically

Clin Chest Med. Author manuscript; available in PMC 2012 December 01.

Larsen and MinnaPage 4

targeted to proto-oncogenes, TSGs, DNA repair genes and other genes that can promoteoutgrowth of affected cells. Activation of telomerase (the telomere-lengthening enzymerequired for cell immortality) and disruption or escape from apoptotic pathways are othercommon events in cancer cells. Over the past 5–10 years there has been a revolution intechnologies that can be applied to determining all of the genetic and epigenetic changes inlung cancer as well as other cancers. These include genome-wide mRNA expressionprofiles, genome-wide DNA copy number variation changes, genome-wide DNA

methylation changes, miRNA changes and mass spectroscopy proteomics analyses. Therecent application of “next generation” (“NexGen”) sequencing technologies has led to thefirst genome-wide mutational analyses of lung cancers compared to normal germline

DNA41–43. These have demonstrated a huge number of mutations occurring in lung cancersarising in smokers, many changes that do not alter the coding sequences, and many changesthat are idiotypic to the particular tumor (see below in “Genomics” section). Within the nextseveral years there will be similar data on perhaps 1,000 lung cancers which will provide anunprecedented amount of information. The key issues will be to determine which of thesemutations are “actionable” – that is provide a guide for targeting therapy, which are“passenger” and which are “driver” mutations, how frequent the mutations are, how themutations are related to other molecular changes (e.g. in the epigenome and miRNAs), andwhich mutations provide information to identify important subgroups (“molecular portraits”)of lung cancer that provide prognostic (survival information independent of therapy) and/orpredictive (survival information dependent on the administration of specific therapies)utility. Of course this will require large scale multidisciplinary and internationalcollaboration to unite clinically annotated with molecularly annotated lung cancer

specimens. Examples of this are the USA NCI “The Cancer Genome Anatomy” Program(TCGA), the NCI Lung Cancer Mutation Consortium (LCMC), as well as international lungcancer sequencing consortiums. A key component of this is to be able to perform mutationtesting of clinically available materials (such as formalin fixed paraffin embedded [FFPE]specimens) in a timely fashion using clinical laboratory practices (CLIA certified laboratorymethods). Recently, the NCI’s LCMC performed such a study on >800 lung

adenocarcinoma tumor specimens examining mutations in established lung cancer drivergenes (EGFR, KRAS, BRAF, HER2, AKT1, NRAS, PIK3CA, MEK1, EML4-ALK, METamplification). Mutations in at least one of these genes were found in ~60% of tumorspecimens and >90% were “exclusive” – only one mutation was found in a particulartumor44. Table 1 describes the current state of our knowledge of the common genetic

alterations found in lung cancer. A key element will be to make this information accessibleand understandable to patients and physicians not expert in cancer genomics. An example ofhow patients and their physicians can interface with this data is the “My Cancer Genome”website established by the Vanderbilt Cancer Center(http://www.vicc.org/mycancergenome/).

Genetic instability: Chromosomal aberration and loss of heterozygosity

Like many solid tumors, genomic instability is a hallmark of lung cancer3. Mapping high-level amplifications and deletions in copy-number throughout the cancer genome has led tothe identification of many oncogenes and TSGs45–62. Many genetic alterations have beenassociated with lung cancer, with the more frequently observed changes including

aneuploidy, specific allelic loss at 3p, 4q, 9p, and 17p and gain at 1q, 3q, 5p, and 17q63–65.Additionally, genetic alterations in several genes have been implicated in lung cancer

development, including activation of MYC, RAS, EGFR, NKX2-1, ERBB2, SOX2, BCL2,FGFR2, and CRKL as well as inactivation of RB1, CDKN2A, STK11 and FHIT3,63,65–80.Identification of the genetic alterations that occur in tumors has long been an importantapproach to understanding tumorigenesis. Early techniques to analyze the cancer genome

NIH-PA Author ManuscriptNIH-PA Author ManuscriptNIH-PA Author ManuscriptClin Chest Med. Author manuscript; available in PMC 2012 December 01.

Larsen and MinnaPage 5

involved cytogenetic karyotyping, loss of heterozygosity (LOH) and microsatellite analyses,followed later by comparative genomic hybridization (CGH) using metaphase spreads orfluorescence in situ hybridization (FISH). These techniques identified multiple numeric andstructural chromosomal alterations in the cancer genome; however, the shift of CGH into amicroarray-based format improved upon previous techniques by providing high-resolutiondetection of copy-number gain and loss56,79,81–92. Thus, due to low resolution of earliercytogenetic and CGH techniques, which made it difficult to identify focal aberrations andthe causal genes critical for tumorigenesis, aberrant loci/genes in lung carcinogenesiscontinue to be defined75–80.

Oncogenes and growth stimulatory pathways and targeted therapeutics

NIH-PA Author ManuscriptNIH-PA Author ManuscriptNIH-PA Author ManuscriptOncogene activation occurs in probably all lung cancers (typically by gene amplification,over-expression, point mutation, or DNA rearrangements) and can result in persistentupregulation of mitogenic growth signals which induce cell growth as well as “oncogeneaddiction” whereby the cell becomes dependent upon this aberrant oncogenic signaling forsurvival (Table 1)48,50–52,56,58,60,62,74,93,94. In lung cancer, commonly activated oncogenesinclude EGFR, ERBB2, MYC, KRAS, MET, CCND1, CDK4, MET, EML4-ALK fusion,and BCL2. These “driver” oncogenes or oncogene “addictions” represent acquired

conditional (on the oncogene) vulnerabilities in lung cancer cells, and present as significanttherapeutic targets by offering specificity of killing tumor but not normal cells. Oncogenicsignaling pathways commonly found in lung cancer and potential targeted therapies aresummarized in Figures 2–5 and Table 3, (also see article in this issue by Gettinger at al.).Epidermal growth factor receptor signaling in lung cancer—The ErbB family oftyrosine kinase receptors includes four members – EGFR, ErbB-2 (HER2), ErbB-3, andErbB-4 – with ability to form homo- and heterodimers and bind different ligands leading toreceptor activation (Figure 2)95. EGFR exhibits over-expression or aberrant activation in50–90% of NSCLCs; therefore, much effort has been focused on the development oftargeted inhibitors for this molecule96. Initial research used monoclonal antibodies thattarget the extracellular domain but this was supplanted by the development of smallmolecules that inhibit intracellular EGFR tyrosine kinase activity: EGFR tyrosine kinaseinhibitors (TKIs). In 2004, a significant advancement was made in the treatment of NSCLCfollowing the observation that somatic mutations in the kinase domain of EGFR stronglycorrelated with sensitivity to EGFR TKIs50,51. Exquisite sensitivity and marked tumorresponse has since been shown with EGFR TKIs (such as erlotinib and gefitinib) and

antibodies (such as cetuximab) in EGFR mutant tumors50–52,97,98 – an example of oncogeneaddiction in lung cancer where tumors initiated through EGFR mutation-activation of EGFsignaling rely on continued EGF signaling for survival. Mutant EGFRs (either by exon 19deletion or exon 21 L858R mutation) show an increased amount and duration of EGFR

activation compared with wildtype receptors50, and have preferential activation of the PI3K/AKT and STAT3/STAT5 pathways rather than the RAS/RAF/MEK/MAPK pathway98.EGFR mutations are particularly prevalent in certain patient subgroups: adenocarcinomahistology, women, never smokers, and East Asian ethnicity52,99–103. Resistance to TKI

therapy has been associated with EGFR exon 20 insertions or a secondary T790M mutation,KRAS mutation, or amplification of the MET proto-oncogene104–109 where MET activatesthe PI3K pathway through phosphorylation of ERBB3, independent of EGFR andERBB2109. Importantly, the authors found inhibition of MET signaling can restore

sensitivity to TKIs109. In lung adenocarcinomas, activated mutant EGFR has been shown toinduce levels of IL-6 leading to activation of STAT3110. IL-6 also plays an important role byactivation of JAK family tyrosine kinases111, which in turn activate multiple pathwaysthrough signaling molecules such as STAT3, MAPK, and PI3K112.

Clin Chest Med. Author manuscript; available in PMC 2012 December 01.

Larsen and MinnaNIH-PA Author ManuscriptNIH-PA Author ManuscriptNIH-PA Author ManuscriptPage 6

The RAS/RAF/MEK/MAPK pathway signaling in lung cancer—Activation of theRAS/RAF/MEK/MAPK pathway occurs frequently in lung cancer (Figure 3), mostcommonly via activating mutations in KRAS which occur in ~20% of lung cancers,

particularly adenocarcinomas113,114. In lung cancer, 90% of mutations are located in KRAS(80% in codon 12, and the remainder in codons 13 and 61) with HRAS and NRASmutations only occasionally documented115. Mutation results in constitutive activation ofdownstream signaling pathways, such as PI3K and MAPK, rendering KRAS mutant tumorsindependent of EGFR signaling and therefore resistant to EGFR TKIs as well as

chemotherapy97,106,116. KRAS mutations are mutually exclusive with EGFR and ERBB2mutations and are primarily observed in lung adenocarcinomas of smokers97,117. The

prevalence and importance of KRAS in lung tumorigenesis make it an attractive therapeutictarget. Two unsuccessful approaches were farnesyltransferase inhibitors, to inhibitposttranslational processing and membrane localization of RAS proteins, and antisenseoligonucleotides against RAS113. More recently, efforts have been centered on downstreameffectors of RAS signaling: RAF kinase and mitogen-activated protein kinase (MAPK)kinase (MEK)113,118. BRAF is the direct effector of RAS and while commonly mutated inmelanoma (~70%) mutations are rare in lung cancer (~3%), predominantly in

adenocarcinoma, and mutually exclusive to EGFR and KRAS mutations119–122. Strategiesto inhibit RAF kinase include degradation of RAF1 mRNA through antisense

oligodeoxyribonucleotides, and inhibition of kinase activity with multikinase inhibitor suchas sorafenib. Several MEK inhibitors have commenced Phase II testing in lung cancerpatients and are listed in Table 3. Attempts to directly inhibit or perturb mutant KRAS

continue with the advent of whole-genome approaches. Synthetic lethal siRNA screens haveidentified small interfering RNAs (siRNAs) that specifically kill human lung cancer cellswith KRAS mutations in vitro123–125. Additionally, combination of anti-KRAS strategies(such as depletion with short-hairpin RNAs (shRNAs)) with other targeted drugs has shownpotential therapeutic utility126–128.

MYC—One of the major downstream effectors of the RAS/RAF/MEK/MAPK pathway isthe MYC proto-oncogene (Figure 3). In normal conditions this transcription factor functionsto keep tight control of cellular proliferation; however, aberrant expression throughamplification or over-expression is commonly found in lung cancer129,130. MYC proto-oncogene members (MYC, MYCN and MYCL) are targets of RAS signaling and keyregulators of numerous downstream pathways such as cell proliferation131 where enforcedMyc expression drives cell cycle in an autonomous fashion. It can also sensitize cells toapoptosis through activation of the mitochondrial apoptosis pathway – thus, Myc driventumorigenesis often requires co-expression of anti-apoptotic BCL2 proteins132. Activationof MYC members often occurs through gene amplification. MYC is most frequently

activated in NSCLC133, while the other two members, MYCN and MYCL along with MYC,are usually activated in SCLC64,134.

EML4-ALK fusion proteins—In 2007, a novel fusion gene with transforming ability wasreported in a small subset of NSCLC patients135. Formed by the inversion of two closelylocated genes on chromosome 2p, fusion of PTK echinoderm microtubule-associated proteinlike-4 (EML4) with anaplastic lymphoma kinase (ALK), a transmembrane tyrosine kinase,yields the EML4-ALK fusion protein. The fusion results in constitutive oligomerizationleading to persistent mitogenic signaling and malignant transformation and a recent meta-analysis of 13 studies encompassing 2,835 tumors reported the EML4-ALK fusion protein ispresent in 4% of NSCLCs136. EML4-ALK fusions are found exclusive of EGFR and KRASmutations, and occur predominantly in adenocarcinomas and never or light smokers. Tumorswith EML4-ALK fusions exhibit dramatic clinical responses to ALK targeted therapy137–141and the ALK inhibitor crizotinib (PF-02341066) has now entered a Phase III clinical trial.

Clin Chest Med. Author manuscript; available in PMC 2012 December 01.

Larsen and MinnaPage 7

The PI3K/AKT/mTOR pathway—Phosphoinositide 3-kinases (PI3Ks) are lipid kinasesthat regulate cellular processes such as proliferation, survival, adhesion and motility142. ThePI3K/AKT/mTOR pathway is a downstream signaling pathway of several receptor tyrosinekinases, such as EGFR, and can also be activated via binding of PI3K to activated RAS143.In lung tumorigenesis, activation of the PI3K/AKT/mTOR pathway occurs early in

pathogenesis, generally through mutations in PI3K or PTEN as well as EGFR or KRAS,amplification of PIK3CA, PTEN loss, or activation of AKT144 and results in cell survivalthrough inhibition of apoptosis (Figure 4). The pathway has two negative regulators: thetumor suppressor gene, PTEN, and TUSC1/TUSC2 complex which act upstream anddownstream of AKT, respectively. The serine/threonine kinase mTOR, a downstreameffector of AKT, is an important intracellular signaling enzyme in the regulation of cell

growth, motility, and survival in tumor cells145. Targeted therapies to the PI3K/AKT/mTORpathway (such as LY294002 and rapamycin) have shown significant efficacy in bothNSCLC and SCLC cells with activated AKT signaling146–148.

SOX2 and NKX2-1 (TITF1) – lung cancer lineage dependent oncogenes—Genome-wide screens for DNA copy number changes in primary NSCLCs has led to theidentification of recurrent, histologic subtype-specific focal amplification at 14q13.3

(adenocarcinoma) and 3q26.33 (squamous cell carcinoma) 74,75,80,93,149. Functional analysisidentified NKX2-1 (also termed TITF1) and SOX2 as the respective targets of theseamplifications. NKX2-1 encodes a lineage-specific transcription factor essential for

branching morphogenesis in lung development and the formation of type II pneumocytes –the cells lining lung alveoli150,151. Initial studies reported on the oncogenic role of NKX2-1in lung adenocarcinoma74,93,149,152; however, recent in vivo data suggests it also has atumor suppressive role153. SOX2 amplification was identified specifically in squamous cellcarcinomas and is required for normal esophageal squamous development75,80.

Amplification of tissue-specific transcription factors in cancer has been previously observedin prostate cancer (AR)154, melanoma (MITF)155, and breast cancer (ESR1)156. These

findings have led to the development of a “lineage-dependency” concept in tumors157 wherethe survival and progression of a tumor is dependent upon continued signaling through aspecific lineage pathways (i.e. abnormal expression of pathways involved in normal celldevelopment) rather than continued signaling through the pathway of oncogenictransformation as seen with oncogene addiction94.

Tumor suppressor genes (TSGs) and growth inhibitory pathways

Loss of TSG function is an important step in lung carcinogenesis and usually results frominactivation of both alleles with LOH inactivating one allele through chromosomal deletionor translocation, and point mutation, epigenetic or transcriptional silencing inactivating thesecond allele158,159. Commonly inactivated TSGs in lung cancer include TP53, RB1,STK11, CDKN2A, FHIT, RASSF1A and PTEN.

The p53 pathway—TP53 (17p13) encodes a phosphoprotein which prevents

accumulation of genetic damage in daughter cells. In response to cellular stress, p53 inducesthe expression of downstream genes such as cyclin-dependent kinase (CDK) inhibitorswhich regulate cell cycle checkpoint signals, causing the cell to undergo G1 arrest andallowing DNA repair or apoptosis159 (Figure 5). p53 inactivating mutations are the mostcommon alterations in lung cancer where 17p13 frequently demonstrates hemizygous

deletion and mutational inactivation in the remaining allele160–162. Some point mutations inTP53 confer a gain-of-function phenotype leading to increased aggressiveness of lung

cancer163. Due to the prevalence of p53 inactivating mutations in human cancers large scaleefforts have been focused on therapeutic strategies to restore normal p53 function. Theseinclude re-introduction of wildtype p53 using gene therapy, pharmacological rescue of

NIH-PA Author ManuscriptNIH-PA Author ManuscriptNIH-PA Author ManuscriptClin Chest Med. Author manuscript; available in PMC 2012 December 01.

Larsen and MinnaPage 8

mutant p53 with small molecule agents and peptides, blocking of MDM2 expression,inhibiting MDM2 ubiquitin ligase activity, and targeting the p53-MDM2 interaction withsmall molecule inhibitors. In vivo restoration of p53 expression in a subpopulation of tumorcells has been achieved with p53 gene therapy of lung cancer patients164.

The CDKN2A/RB pathway—The CDKN2A-RB1 pathway controls G1 to S phase cellcycle progression (Figure 5). Hypophosphorylated retinoblastoma (RB) protein, encoded byRB1, halts the G1/S phase transition by binding to the transcription factor E2F1 and was thefirst tumor suppresser gene identified in lung cancer165,166. Absent or mutant RB protein isfound in approximately 90% of SCLCs compared to only 10–15% of NSCLCs whileabnormalities in p16 (encoded by CDKN2A) and an upstream regulator of RBphosphorylation are predominantly found in NSCLCs167.

Chromosome 3p TSGs—Loss of one copy of chromosome 3p is one of the most

frequent and early events in human cancer, found in 96% of lung tumors and 78% of lungpreneoplastic lesions168. Mapping of this loss identified several genes with functional tumorsuppressing capacity including FHIT (3p14.2), RASSF1A, TUSC2 (also called FUS1), andsemaphorin family members SEMA3B and SEMA3F (all at 3p21.3), and RARβ (3p24). Inaddition to LOH or allele loss, some of these 3p genes (FHIT, RASSF1A, SEMA3B andRARβ) often exhibit decreased expression in lung cancer cells by means of epigeneticmechanisms such as promoter hypermethylation169–173. Furthermore, FHIT, RASSF1A,TUSC2, and SEMA3B will reduce growth when re-introduced into lung cancer cells. FHIT,located in the most common fragile site in the human genome (FRA3B), has been shown toinduce apoptosis in lung cancer174. RASSF1A can induce apoptosis, as well as stabilizemicrotubules, and affect cell cycle regulation175. The tumor suppressing effect of TUSC2 isthought to occur via through inhibition of protein tyrosine kinases such as EGFR, PDGFR,c-Abl, c-Kit, and AKT176 as well as inhibition of MDM2-mediated degradation of p53177.The candidate TSG SEMA3B encodes a secreted protein which can decrease cell

proliferation and induce apoptosis when re-expressed in lung, breast and ovarian cancercells169,170,178,179 in part, by inhibiting the AKT pathway180. Another family member,SEMA3F may inhibit vascularization and tumorigenesis by acting on VEGF and ERK1/2activation181,182 and RARβ exerts its tumor suppressing function by binding retinoic acid,thereby limiting cell growth and differentiation.

STK11 (LKB1)—The serine/threonine kinase STK11 (also called LKB1) functions as aTSG by regulating cell polarity, motility, differentiation, metastasis and cell metabolism183.Germline inactivating mutations of STK11 cause Peutz-Jeghers syndrome184, but somaticinactivation through point mutation and frequent deletion on 19p13 occurs in ~30% of lungcancers – ranking it the third most commonly mutated gene in lung adenocarcinoma afterp53 and RAS119,185,186. STK11 mutations often correlate with KRAS activation and resultin the promotion of cell growth187. Its tumor suppressing effect is thought to function, inpart, through inhibition of the mTOR pathway via AMP-activated protein kinase188 (Figure3). STK11 inactivation appears to be particularly prevalent in NSCLC while rare in SCLCs,and inactivating mutations are more common in tumors from males and smokers, and poorlydifferentiated adenocarcinomas78,185–187,189. Mutation in both KRAS and STK11 appears toconfer increased sensitivity to MEK inhibition in NSCLC cell lines compared to eithermutation alone190.

Lung cancer stem cells: Detection, signaling pathways and therapeutic targeting

The cancer stem cell (CSC) model hypothesizes there is a population of rare, stem-liketumor cells capable of self-renewing and undergoing asymmetric division thereby givingrise to differentiated progeny that comprise the bulk of the tumor191–193. While the first

NIH-PA Author ManuscriptNIH-PA Author ManuscriptNIH-PA Author ManuscriptClin Chest Med. Author manuscript; available in PMC 2012 December 01.

Larsen and MinnaPage 9

evidence for CSCs (also termed tumor initiating cells) was reported in acute myeloid

leukemia194, support for their existence in solid tumors, including lung cancer, is becomingincreasingly common137,139,195–199. Several cell surface biomarkers have been reported forthe detection and isolation of putative lung CSCs (Table 4). Interestingly, it is becomingapparent that in addition to significant variability of the utility of CSC biomarkers betweendifferent solid tumor types, no single biomarker can reliably detect CSCs in tumors from thesame tissue – possible reflecting tumor heterogeneity. Regulation of CSCs in lung cancer islikely by the Hedgehog (Hh), Wnt and Notch stem cell signaling pathways200 (Figure 6).Important in normal lung development, specifically progenitor cell development and

pulmonary organogenesis, these pathways are now also being studied in regards to their rolein tumor development. Increased signaling of the HH pathway results in activation of thetranscription regulating GLI oncogenes (GLI1, GLI2, and GLI3)201–203 and persistent

activation is found in both SCLC and NSCLC204,205. The Wnt pathway has critical roles inorganogenesis, cancer initiation and progression, and maintenance of stem cell pluripotency.In NSCLC, studies have found dysregulation of Wnt pathway members such as Wnt1, Wnt2and Wnt7a, as well as upregulation of Wnt pathway agonists (Dvl proteins, LEF1, andRuvb11) and underexpression or silencing of antagonists (WIF-1, sFRP1, CTNNBIP1, andWISP2)206–212. Notch signaling is important in cell fate determination but can also promoteand maintain survival in many human cancers213–216. These signaling pathways are thoughtto be involved in the regulation of stem/progenitor cell self-renewal and maintenance andwhile normally a tightly regulated process; genes that comprise these pathways are oftenmutated in human cancers217–219, leading to abnormal activation of downstream effectors.Clinical Implications—CSCs are thought to have higher resistance to cytotoxic therapiesand radiotherapy than the bulk tumor cells. Thus, while conventional treatment strategiesmay initially “de-bulk” the primary tumor through elimination of differentiated tumor cells,the small population of CSCs eventually regenerate the tumor, giving rise to recurrence. Inlung cancer, evidence of this increased resistance has been shown in primary tumors199 andlung cancer mouse xenografts137. Approaches to specifically treating the CSC populationinclude selective targeting using CSC detection molecules, sensitization of CSCs to

conventional therapies and differentiation therapies, and inhibition of signaling pathwaysimportant to CSCs, such as Hh, Wnt and Notch signaling pathways, and telomerase animportant enzyme in normal stem cell function that is activated in most lung cancers (seebelow). In lung, progress towards the latter approach has been shown in lung cancercells204,220. Inhibition of the Hh pathway has been demonstrated with cyclopamine, anaturally occurring inhibitor of SMO which has led to the development of synthetic oralinhibitors which show clinical activity in basal cell carcinoma221. Inhibition of the Notchsignaling pathway shows potential with γ-secretase inhibitors. Several inhibitors have

shown efficacy in NSCLC222,223 and a Phase II trial using a γ-secretase inhibitor as secondline therapy has commenced. Lastly, analysis of CSC biomarkers as diagnostic andprognostic biomarkers has recently shown clinical utility196,224–226.

Angiogenesis and the tumor microenvironment

Angiogenesis is one of the hallmarks of cancer, essential for a microscopic tumor to expandinto a macroscopic, clinically relevant tumor. Thus, angiogenic growth factors are requiredearly in pathogenesis. A number of angiogenic proteins have been characterized includingvascular endothelial growth factor (VEGF), platelet-derived growth factor (PDGF),fibroblast growth factor (FGF), interleukin-8, and angiopoietins 1 and 2. VEGF is animportant inducer of angiogenesis and is known to stimulate proliferation and migration,inhibit apoptosis, promote survival and regulate endothelial cell permeability227. VEGFsignaling is stimulated by tumor hypoxia, growth factors and cytokines, and oncogenicactivation228. VEGF is highly expressed in both NSCLC and SCLC229 and its expression is

NIH-PA Author ManuscriptNIH-PA Author ManuscriptNIH-PA Author ManuscriptClin Chest Med. Author manuscript; available in PMC 2012 December 01.

Larsen and MinnaPage 10

associated with poor prognosis in NSCLC230–232, therefore inhibition of VEGF signaling intumor cells is an important therapeutic target.

NIH-PA Author ManuscriptNIH-PA Author ManuscriptNIH-PA Author ManuscriptClinical Implications—Two main approaches to anti-VEGF therapy are blocking VEGFfrom binding to its extracellular receptors using VEGF-specific antibodies and recombinantfusion proteins, or using small molecule TKIs that bind to the intracellular region ofVEGFR233. The humanized monoclonal antibody bevacizumab blocks the binding of

VEGF-A to its receptors VEGFR1 and VEGFR1 and is now approved for use in some solidcancers, including lung234. Interestingly, VEGF expression does not always correlate withresponse to bevacizumab235. One possible reason could be single nucleotide polymorphisms(SNPs) in VEGF. Numerous SNPs have been reported in VEGF with some being associatedwith lower plasma levels of VEGF236, better outcome in NSCLC237, or recently, response tobevacizumab238.

The tumor microenvironment describes the complex and dynamic milieu of stromal cells,endothelial cells, innate cells and lymphoblasts that surround tumor cells. Cells that

comprise the tumor microenvironment interact both with each other and with tumor cells,and as a consequence, they can affect tumor growth, invasion and metastasis239. This

supports the “seed and soil” hypothesis proposed by Stephen Paget in 1889240 who observedthat the patterns of organ metastasis were a result of favorable conditions between metastatictumor cells (the “seed”) and the organ microenvironment (the “soil). Modulation of criticaltumor microenvironment biomarkers could improve current treatment of lung cancers. Forexample, hypoxia is associated with an increased risk of metastasis and increased resistanceto radiotherapy and possible chemotherapy. Inhibition of HIF1α, a master transcriptionfactor activated in response to hypoxia, or VEGFR, a target of HIF1α, can increasesensitivity to radiotherapy241,242.

Metastasis and epithelial to mesenchymal transition (EMT)

Many of the molecular changes discussed above promote metastatic capability of a tumorcell, enabling it to detach from the primary tumor, invade tissue and enter circulation andlastly colonize and grow in a secondary site. Recently, the cell-biological program epithelialto mesenchymal transition (EMT), involved in embryogenesis and normal development inthe differentiation of multiple tissues and organs, has been the focus of tumor progressionand metastasis due, in part, to evidence of EMT in many in vitro cancer cell models243.EMT describes the loss of cell polarity into a motile, mesenchymal phenotype typicallycharacterized by loss of E-cadherin expression244. Conversion of epithelial cells to amesenchymal state promotes motility and invasiveness allowing the tumor cells to detachfrom the primary tumor and relocate to a secondary site. The cells will then undergo amesenchymal to epithelial transition (MET) to revert to an epithelial state to enable

proliferative growth245. While initial reports demonstrated the role of EMT in invasion andmetastasis, EMT has since been associated with early events in carcinogenesis246, the

acquirement of stem cell-like properties246–248, and resistance to cell death, senescence andconventional chemotherapies245. In lung cancer, mesenchymal markers and EMT inducers(e.g. Vimentin, Twist and Snail) have been shown to be strong prognostic markers249–251.EMT has also been linked to resistance to EGFR TKIs252,253 and COX-2 and LKB1 havebeen implicated promoting EMT in lung cancer254–256. The miR-200 family of miRNAs isan important negative regulator of EMT257–260 and is discussed later in this review.

Activation of telomerase in lung cancer pathogenesis

Activation of telomerase, the telomere-lengthening enzyme, in premalignant cells preventsloss of telomere ends beyond critical points and is essential for cell immortality. Although

Clin Chest Med. Author manuscript; available in PMC 2012 December 01.

Larsen and MinnaPage 11

silenced in normal cells, telomerase is activated in >80% of NSCLCs and almost uniformlyin SCLCs (Table 1)261–263.

NIH-PA Author ManuscriptNIH-PA Author ManuscriptNIH-PA Author ManuscriptClinical Implications—The prevalence of activated telomerase in cancer cells has made itan attractive target for therapeutic inhibition. Inhibition of telomerase in such cells leads totelomere shortening and ultimately either cellular senescence or apoptosis264,265.

Approaches to telomerase inhibition include using antisense oligonucleotides that bind tohuman telomerase RNA265 (such as Imetelstat, which has started Phase II trials266) andimmunotherapy whereby a patient’s own immune system is stimulated with a vaccine torecognize tumor cells containing a major histocompatibility complex presenting hTERTpeptide on the cell surface267,268.

Epigenetic changes in lung carcinogenesis

Methylation and histone modification: Epigenetic events can lead to changes in gene

expression without any changes in DNA sequence and therefore, importantly, are potentiallyreversible269. Aberrant promoter hypermethylation is an epigenetic change that occurs earlyin lung tumorigenesis resulting in silencing of gene transcription and therefore a commonmethod for inactivation of TSGs in lung cancer (Table 1)270. They include genes involved intissue invasion, DNA repair, detoxification of tobacco carcinogens, and differentiation. Theprevalence of promoter methylation has been reported to differ between smokers and never-smokers. Promoter methylation of p16, MGMT, RASSF1, MTHFR, and FHIT wassignificantly higher among smokers than never-smokers whilst RASSF2, TNFRSF10C,BHLHB5, and BOLL was more common in never-smokers271–275. Recent advances inwhole-genome microarray profiling have allowed researchers to globally study DNAmethylation patterns in lung cancer – the lung cancer epigenome or methylome – and

indicate the role of methylation in lung tumorigenesis may have been underestimated276–285.Initial genome-wide studies analyzed the effect on gene expression following treatment oflung cancer cell lines with demethylating agents (such as 5-azacytidine); however,

development of methylation-specific microarrays enables epigenomic analysis of tumorspecimens276–281.

Clinical Implications—Aberrant methylation occurs early in lung cancer pathogenesisand can be detected in circulating DNA; thus, many studies have investigated the utility ofmethylation status in lung cancer for risk assessment, early detection, disease progressionand prognosis (reviewed286,287). Table 5 summarizes published candidate early detection,prognostic and predictive methylation biomarkers where hypermethylation of p16, APC,FHIT, RASSF1A, DAPK and CDH1 being repeatedly reported as potential prognosticmarkers288–302.

DNA is methylated by DNA methyltransferases (DNMTs) which are responsible for both denovo and maintenance of pre-existing methylation in a cell303. Histone modification isanother mechanism for epigenetic control of gene transcription where histone deacetylationresults in condensing of chromatin resulting in transcriptionally inactive DNA. Inhibitors ofDNMTs or histone deacetylases (HDACs) resulting in pharmacologic restoration of

expression of epigenetically silenced genes is an exciting targeted therapeutic approach andshow promise in lung cancer304,305 (Table 3).

MicroRNA-mediated regulation of lung cancer

MicroRNAs (miRNAs) are a class of non-protein encoding small RNAs capable ofregulating gene expression by either direct cleavage of a targeted mRNA or inhibiting

translation by interacting with the 3’ untranslated region (UTR) of a target mRNA. miRNAscommonly have multiple target genes therefore a single miRNA can often affect multiple

Clin Chest Med. Author manuscript; available in PMC 2012 December 01.

Larsen and MinnaNIH-PA Author ManuscriptNIH-PA Author ManuscriptNIH-PA Author ManuscriptPage 12

cellular processes. Furthermore, a mRNA may be targeted by more than one miRNA

resulting in a complex network of molecular pathways to elucidate. Aberrant expression ofmiRNAs has been found to play an important role in the pathogenesis of cancer as eitheroncogenes or TSGs306–316. Microarray-based analyses of miRNA expression have identifiedmany lung cancer-associated miRNAs313,314,317–328329, and a review of experimentally

validated miRNAs has been published previously. One of the most widely-studied lungcancer-associated miRNAs is the let-7 miRNA family. Functioning as a tumor suppressor, ithas been shown to regulate N-RAS, K-RAS, MYC and HMGA2330–332 via binding to thelet-7 binding sites in their respective 3’ UTRs330,333. It is frequently under-expressed in lungtumors, particularly NSCLC, compared to normal lung, and decreased expression has alsobeen associated with poor prognosis313,318313,331,334,335. Induction of let-7 miRNA expression has beenfound to inhibit in vitro growth and reduce tumor development in a murinemodel of lung cancer335,336. Other miRNAs that exhibit tumor suppressing effects in lungcancer include miR-29a/b/c, miR-34a/b/c, miR-16, and miR-126318–321,337,338, and recently,miR-128b was reported to be a direct regulator of EGFR with frequent LOH occurring inNSCLC cell lines322. Oncogenic miRNAs found to be over-expressed in lung cancer includethe miR-17-92 cluster of seven miRNAs (that target PTEN, E2F1-3 and BIM), miR-21(suggested to be positively regulated by the EGFR signaling pathway, specifically EGFRmutations), miR-93, miR-98, miR-197, miR-221/222, and miR-155314,323,327,328.

Additionally, hsa-miR-146b, miR-155 and miR-21 and have been reported to be strongpredictors of poor prognosis in lung cancer318,326,339,340. Recent evidence shows a stronglink between miRNAs and invasion and metastasis with several miRNAs found to regulatekey regulators of EMT, a process central to cancer metastasis258–260,341. These includemiR-10b (through inhibition of HOXD10), miR-126, and the miRNA-200 family (whichinhibit EMT inducers ZEB1 and ZEB2)257–259,320,341.

Clinical Implications—There is currently a strong research focus on miRNAs as potentialdiagnostic and prognostic biomarkers, and therapeutic targets. Restoration of aberrantlyexpressed miRNAs can be achieved in vitro and in vivo using miRNA mimics (for under-expressed miRNAs) or miRNA inhibitors (termed antisense oligonucleotides or antagomirs)(for over-expressed miRNAs)342–346318,326,337,338,340. miRNA profiles for histologic347,348 and

prognostic classification of lung tumors and detection of miRNAs inperipheral blood and sputum349–351 illustrate the potential of miRNAs as diagnostic andearly detection biomarkers in lung cancer. Additionally, concurrent inhibition or over-expression of miRNAs with conventional therapies has resulted in an increased response toEGFR TKIs and radiotherapy327,352. These studies illustrate the immense potential ofmiRNAs in therapeutics development; however, limitations in pharmacokinetics, deliveryand toxicity need to be addressed353,354.

The search for new biomarkers: Tools and model systems

Genomics: Tools for identification, prediction and prognosis: Genetic and epigeneticmechanisms underlying lung cancer development and progression continue to emerge,spearheaded by the development of technologies allowing genome-wide analysis of DNAcopy-number, mutations, gene expression, SNPs and methylation.

Transcriptome Profiling—Profiling the lung cancer transcriptome has impartedbiologically- and clinically-relevant information such as novel dysregulated genes andpathways and gene signatures that can predict patient prognosis, response to treatment, andhistology reviewed in355–357. In an effort to overcome limitations of sample size andheterogeneity in previous studies, a multi-site, blinded validation study of 442 lung

adenocarcinomas comprehensively examined whether the mRNA profile of primary tumorsrobustly predicts patient outcome either alone or in combination with clinicopathological

Clin Chest Med. Author manuscript; available in PMC 2012 December 01.

Larsen and MinnaNIH-PA Author ManuscriptNIH-PA Author ManuscriptNIH-PA Author ManuscriptPage 13

factors358. This study developed several models (or signatures) which for the most part

predicted outcome better than current clinical methods. A recent critical review of publishedprognostic signatures in lung cancer, however, found little evidence of any published

signature being ready for clinical application due, for the most part, to problems with studydesign and analysis359. The role of expression of the 48 nuclear receptors (and later their co-regulators) has been studied in lung cancer and found to provide as good or better prognosticinformation than other mRNA expression signatures360. Since the nuclear receptors are alsotargets for therapeutic manipulation (via hormone agonists and antagonists) the expressionof nuclear receptor patterns in individual lung cancers may also provide insight for targetedtherapy. Despite complexities of mRNA profiling, the success of prognostic signatures inbreast cancer, as seen with Oncotype DX361, impels further research efforts.

Genome-wide copy number profiling—High resolution mapping of copy numberalterations in the lung cancer genome has been able to identify single genes as targets ofgenomic gain or loss through improved definition of known aberrant regions or by

identification of focal alterations undetectable with earlier technology74–76,79,80,83,84,86. Alarge-scale analysis of 371 primary lung adenocarcinomas identified 57 significant recurrentcopy-number alterations, of which 31 were focal events and many were new lung cancerloci74; for example, amplification at 14q13.3 was reported as the most common event

targeting the transcription factor NKX2-1, discussed earlier. Similar studies in NSCLC andsquamous cell carcinoma cohorts have identified other novel ‘drivers’ of lungcarcinogenesis75,76,79,80.

Genome wide sequencing of lung cancers—Large-scale sequencing and SNPanalyses have also led to the identification of novel somatic mutations in the lung cancergenome13–15,119. In a screen of 188 lung adenocarcinomas Ding et al119 identified somaticmutations in putative oncogenes (ERBB4, KDR, FGFR4, EPHA3) and TSGs (NF1, RB1,ATM, and APC). A major breakthrough has come with the development of “next

generation” (also termed second-generation) DNA sequencing technologies which enablesequencing of expressed genes (‘transcriptomes’), known exons (‘exomes’) and completegenomes of tumors362. Data analysis can detect point mutations, insertions/deletions, copynumber alterations, translocations and non-human sequences. Comparison of a primary lungNSCLC of adenocarcinoma histology with adjacent normal tissue identified many somaticmutations at an estimated rate of ~18 per megabase, including >50,000 single nucleotidevariants41. Sequencing of a SCLC cell line revealed over 22,000 somatic substitutions42while another study which sequenced a SCLC cell line and a neuroendocrine lung cancercell line found a higher rate of somatic and germline rearrangements in the SCLC cell line43.Sequencing of the coding exons of ~1,500 genes across 441 tumors, including 134 lung,found lung adenocarcinomas and squamous cell carcinomas displayed high protein-alteringmutation rates363, perhaps indicative of the inherent heterogeneity found in lung tumorscompared with tumors from other tissues. One hurdle in second-generation sequencing isstorage and analysis of the immense amount of data that is produced and separating

biologically meaningful data from noise. However, the potential insight we will have intocancer genomes and its applicability to diagnostic sampling brings us even closer to the goalof ‘personalized medicine’.

Genome-wide functional (siRNA, shRNA library) screening—“Synthetic lethal”screens using RNAi (siRNAs and shRNA libraries) technology have allowed unbiased,genome-wide approaches to identification of genes whose perturbation can selectively killlung cancer cells (Figure 1). The ability to identify “synthetic lethality” associated withoncogenic changes in tumor cells has particular utility in identifying new therapeutic targetsor molecules to treat traditionally hard to target tumors, such as those with oncogenic

Clin Chest Med. Author manuscript; available in PMC 2012 December 01.

Larsen and MinnaPage 14

KRAS. siRNA and shRNA screens have identified genes whose perturbation can selectivelysensitize NSCLC cell lines to sub-lethal doses of chemotherapeutic agents364, sensitizeKRAS mutant cells to targeted drugs126–128, suppress tumorigenicity in cells with specificgene dysregulation such as oncogenic KRAS123–125,365, or aberrant EGFR366,367, or identifynovel genes critical for tumorigenic processes such as metastasis368.

Public databases and bioinformatics—Although the challenges in gathering reliableand clinically- and pathologically-annotated data are not trivial, high throughput

technologies and publicly stored genome-wide databases related to lung cancer are resourceswith the potential to drive a global collaborative effort in identifying new targets for lungcancer diagnostics and therapeutics. Currently, and within the near future, all lung cancerinvestigators will have access to all of the genome-wide studies performed on lung cancerswith the attached clinical annotation. This will allow independent confirmation on the roleof the different molecular changes for prognosis, prediction, and targeting of therapy. Withthese tools researchers have enhanced ability to correlate patient subsets with augmentedsensitivity to conventional or targeted therapeutics, distinguish driver versus passengermutations, and better focus the design on novel therapeutic targets.

In vitro and in vivo model systems

While genome-wide approaches have the capacity of identifying novel genes or interactionsin relation to lung cancer, the functional relevance of these findings need to be elucidatedusing preclinical model systems, namely in vitro models (such as tumor cell lines or

immortalized human bronchial epithelial cells) and in vivo xenograft and transgenic mousemodels of lung carcinogenesis. Experimental disease models play a crucial role in

developing our understanding of lung carcinogenesis. Lung cancer cell lines and xenograftsprovide one set of important models. However, due to the genetic complexity of lung

cancers they will usually have hundreds if not thousands of genetic/epigenetic changes. Bycontrast, two much simpler and equally valuable models, particularly to study theprogression of lung carcinogenesis, are immortalized human bronchial epithelial cells(HBECs) and genetically engineered mouse models (GEMMs). These systems provide

methods to reduce the inherent complexity and heterogeneity of the lung cancer genome andallow characterization of single or sequential genetic alterations in relation to thedevelopment, maintenance, and progression of lung cancer.

HBECs are derived from primary human airway epithelial cells and immortalized witheither viral oncoproteins (such as SV40 early region) and hTERT369 or overexpression ofCdk4 and hTERT260,370. Stepwise transformation of these cells can be studied by theintroduction of defined genetic manipulations commonly found in lung cancer371,372.

NIH-PA Author ManuscriptNIH-PA Author ManuscriptNIH-PA Author ManuscriptSummary

GEMMs allow the study of lung cancer pathogenesis with defined changes in the setting ofthe whole organism. They were critical in developing our understanding of oncogenedependence94, as observed in conditional KrasD12-induced lung adenocarcinomas, whereswitching off the driving oncogene was sufficient to induce tumor regression even in thepresence of other non-driving oncogenic alterations373. Ensuing research has characterizedseveral conditional lung tumor inducing combinations of oncogenic activations in mice(summarized in Table 6) which have been used to test new targeted therapies, improveeffectiveness of conventional chemotherapies, identify biomarkers and imaging strategiesfor early detection, and study disease relapse and metastasis374.

This review has outlined some of the significant molecular alterations known to be involvedin the initiation and/or progression of lung cancer. Continued development of targeted

Clin Chest Med. Author manuscript; available in PMC 2012 December 01.

Larsen and MinnaPage 15

therapies for the treatment of lung cancer is dependent upon increased understanding ofinvolved molecules and pathways. Cancer genome analyses are identifying 100s to 1000s ofcandidate targets but these all require molecular and clinical validation. Furthermore, it isbecoming increasingly apparent that targeting a single molecule will not be enough due tothe non-linearity of pathways involved in carcinogenesis. Rather, targeting multiplemolecules at once to combat the inter-connective and complex signaling pathways willimprove efficacy. Recent next-generation sequencing efforts are revealing the lung cancergenome is mutated at a high rate, likely contributing to the known heterogeneity of thesetumors and explaining the lack of identifying effective conventional and targeted therapiesthat have a universal effect in lung cancer. Systematic understanding of the molecular basisof lung cancer through comprehensive characterization of aberrations in the cancer genomeand their functionality will provide the means to evaluate their use in diagnosis, prognosisand therapy. Integration of clinical and biological factors will ultimately lead to improveddetection, diagnosis, treatment, and prognosis of lung cancer by achieving “personalizedmedicine”, the selection of the best treatment for each patient based on tumor associatedbiomarkers.

NIH-PA Author ManuscriptNIH-PA Author ManuscriptNIH-PA Author ManuscriptAcknowledgments

This research was supported by:

National Cancer Institute Lung Cancer Specialized Program of Research Excellence (SPORE) (P50CA70907),Department of Defense VITAL (W81XWH0410142) and PROSPECT (W81XWH0710306), NASA NSCOR(NNJ05HD36G), NASA (NNJ05HD36G) and by the Office of Science (BER) U.S. Department of Energy, GrantNumber DE-AI02-05ER64068. JEL supported by NH&MRC Biomedical Fellowship (494511).

We thank the many current and past members of the Minna lab for their contributions to lung cancer translationalresearch and our especially our long term collaborator Dr. Adi Gazdar. Also we apologize to other investigators foromission of any references.

References

1. Jemal A, Siegel R, Xu J, Ward E. Cancer statistics, 2010. CA Cancer J Clin. 2010 Sep-Oct;60(5):277–300. [PubMed: 20610543]

2. Wistuba II, Gazdar AF. Lung cancer preneoplasia. Annu Rev Pathol. 2006; 1:331–348. [PubMed:18039118]

3. Sekido Y, Fong KM, Minna JD. Progress in understanding the molecular pathogenesis of humanlung cancer. Biochim Biophys Acta. 1998 Aug 19; 1378(1):F21–F59. [PubMed: 9739759]

4. Nowell PC. The clonal evolution of tumor cell populations. Science. 1976 Oct 1; 194(4260):23–28.[PubMed: 959840]

5. Dakubo GD, Jakupciak JP, Birch-Machin MA, Parr RL. Clinical implications and utility of fieldcancerization. Cancer cell international. 2007; 7:2. [PubMed: 17362521]

6. Hanahan D, Weinberg RA. The hallmarks of cancer. Cell. 2000 Jan 7; 100(1):57–70. [PubMed:10647931]

7. Hanahan D, Weinberg RA. Hallmarks of cancer: the next generation. Cell. 2011 Mar 4; 144(5):646–674. [PubMed: 21376230]

8. Gazdar AF. Should we continue to use the term non-small-cell lung cancer? Ann Oncol. 2010 Oct;21(Suppl 7):vii225–vii229. [PubMed: 20943619]

9. Sun S, Schiller JH, Gazdar AF. Lung cancer in never smokers--a different disease. Nat Rev Cancer.2007 Oct; 7(10):778–790. [PubMed: 17882278]

10. Scagliotti GV, Longo M, Novello S. Nonsmall cell lung cancer in never smokers. Curr Opin

Oncol. 2009 Mar; 21(2):99–104. [PubMed: 19532009]

11. Risch A, Plass C. Lung cancer epigenetics and genetics. Int J Cancer. 2008 Jul 1; 123(1):1–7.

[PubMed: 18425819]

Clin Chest Med. Author manuscript; available in PMC 2012 December 01.

Larsen and MinnaNIH-PA Author ManuscriptNIH-PA Author ManuscriptNIH-PA Author ManuscriptPage 16

12. Herbst RS, Heymach JV, Lippman SM. Lung cancer. N Engl J Med. 2008 Sep 25; 359(13):1367–

1380. [PubMed: 18815398]

13. Amos CI, Wu X, Broderick P, et al. Genome-wide association scan of tag SNPs identifies a

susceptibility locus for lung cancer at 15q25.1. Nat Genet. 2008 May; 40(5):616–622. [PubMed:18385676]

14. Hung RJ, McKay JD, Gaborieau V, et al. A susceptibility locus for lung cancer maps to nicotinic

acetylcholine receptor subunit genes on 15q25. Nature. 2008 Apr 3; 452(7187):633–637.[PubMed: 18385738]

15. Thorgeirsson TE, Geller F, Sulem P, et al. A variant associated with nicotine dependence, lung

cancer and peripheral arterial disease. Nature. 2008 Apr 3; 452(7187):638–642. [PubMed:18385739]

16. Rafnar T, Sulem P, Besenbacher S, et al. Genome-wide significant association between a sequence

variant at 15q15.2 and lung cancer risk. Cancer Res. 2011 Feb 15; 71(4):1356–1361. [PubMed:21303977]

17. Broderick P, Wang Y, Vijayakrishnan J, et al. Deciphering the impact of common genetic variation

on lung cancer risk: a genome-wide association study. Cancer Res. 2009 Aug 15; 69(16):6633–6641. [PubMed: 19654303]

18. Le Marchand L, Derby KS, Murphy SE, et al. Smokers with the CHRNA lung cancer-associated

variants are exposed to higher levels of nicotine equivalents and a carcinogenic tobacco-specificnitrosamine. Cancer Res. 2008 Nov 15; 68(22):9137–9140. [PubMed: 19010884]

19. Spitz MR, Amos CI, Dong Q, Lin J, Wu X. The CHRNA5-A3 region on chromosome 15q24–25.1

is a risk factor both for nicotine dependence and for lung cancer. J Natl Cancer Inst. 2008 Nov 5;100(21):1552–1556. [PubMed: 18957677]

20. Shiraishi K, Kohno T, Kunitoh H, et al. Contribution of nicotine acetylcholine receptor

polymorphisms to lung cancer risk in a smoking-independent manner in the Japanese.Carcinogenesis. 2009 Jan; 30(1):65–70. [PubMed: 19005185]

21. Saccone SF, Hinrichs AL, Saccone NL, et al. Cholinergic nicotinic receptor genes implicated in a

nicotine dependence association study targeting 348 candidate genes with 3713 SNPs. Hum MolGenet. 2007 Jan 1; 16(1):36–49. [PubMed: 17135278]

22. Weiss RB, Baker TB, Cannon DS, et al. A candidate gene approach identifies the CHRNA5-A3-B4 region as a risk factor for age-dependent nicotine addiction. PLoS Genet. 2008 Jul.4(7):e1000125. [PubMed: 18618000]

23. Stevens VL, Bierut LJ, Talbot JT, et al. Nicotinic receptor gene variants influence susceptibility to

heavy smoking. Cancer Epidemiol Biomarkers Prev. 2008 Dec; 17(12):3517–3525. [PubMed:19029397]

24. Bierut LJ, Stitzel JA, Wang JC, et al. Variants in nicotinic receptors and risk for nicotine

dependence. The American journal of psychiatry. 2008 Sep; 165(9):1163–1171. [PubMed:18519524]

25. Paliwal A, Vaissiere T, Krais A, et al. Aberrant DNA methylation links cancer susceptibility locus

15q25.1 to apoptotic regulation and lung cancer. Cancer Res. 2010 Apr 1; 70(7):2779–2788.[PubMed: 20332232]

26. Liu Y, Liu P, Wen W, et al. Haplotype and cell proliferation analyses of candidate lung cancer

susceptibility genes on chromosome 15q24–25.1. Cancer Res. 2009 Oct 1; 69(19):7844–7850.[PubMed: 19789337]

27. Bailey-Wilson JE, Amos CI, Pinney SM, et al. A major lung cancer susceptibility locus maps to

chromosome 6q23–25. Am J Hum Genet. 2004 Sep; 75(3):460–474. [PubMed: 15272417]

28. Amos CI, Pinney SM, Li Y, et al. A susceptibility locus on chromosome 6q greatly increases lung

cancer risk among light and never smokers. Cancer Res. 2010 Mar 15; 70(6):2359–2367.[PubMed: 20215501]

29. You M, Wang D, Liu P, et al. Fine mapping of chromosome 6q23–25 region in familial lung

cancer families reveals RGS17 as a likely candidate gene. Clin Cancer Res. 2009 Apr 15; 15(8):2666–2674. [PubMed: 19351763]

30. Parkin DM, Bray F, Ferlay J, Pisani P. Global cancer statistics, 2002. CA Cancer J Clin. 2005 Mar-Apr;55(2):74–108. [PubMed: 15761078]

Clin Chest Med. Author manuscript; available in PMC 2012 December 01.

Larsen and MinnaNIH-PA Author ManuscriptNIH-PA Author ManuscriptNIH-PA Author ManuscriptPage 17

31. Tan YK, Wee TC, Koh WP, et al. Survival among Chinese women with lung cancer in Singapore:

a comparison by stage, histology and smoking status. Lung Cancer. 2003 Jun; 40(3):237–246.[PubMed: 12781422]

32. Nordquist LT, Simon GR, Cantor A, Alberts WM, Bepler G. Improved survival in never-smokers

vs current smokers with primary adenocarcinoma of the lung. Chest. 2004 Aug; 126(2):347–351.[PubMed: 15302716]

33. Toh CK, Gao F, Lim WT, et al. Never-smokers with lung cancer: epidemiologic evidence of a

distinct disease entity. J Clin Oncol. 2006 May 20; 24(15):2245–2251. [PubMed: 16710022]

34. Janjigian YY, McDonnell K, Kris MG, et al. Pack-years of cigarette smoking as a prognostic factor

in patients with stage IIIB/IV nonsmall cell lung cancer. Cancer. 2010 Feb 1; 116(3):670–675.[PubMed: 20029977]

35. Subramanian J, Govindan R. Lung cancer in never smokers: a review. J Clin Oncol. 2007 Feb 10;

25(5):561–570. [PubMed: 17290066]

36. Rudin CM, Avila-Tang E, Harris CC, et al. Lung cancer in never smokers: molecular profiles and

therapeutic implications. Clin Cancer Res. 2009 Sep 15; 15(18):5646–5661. [PubMed: 19755392]37. Werness BA, Levine AJ, Howley PM. Association of human papillomavirus types 16 and 18 E6

proteins with p53. Science. 1990 Apr 6; 248(4951):76–79. [PubMed: 2157286]

38. Dyson N, Howley PM, Munger K, Harlow E. The human papilloma virus-16 E7 oncoprotein is

able to bind to the retinoblastoma gene product. Science. 1989 Feb 17; 243(4893):934–937.[PubMed: 2537532]

39. Klein F, Kotb WF, Petersen I. Incidence of human papilloma virus in lung cancer. Lung Cancer.

2008 Nov 17.

40. Koshiol J, Rotunno M, Gillison ML, et al. Assessment of human papillomavirus in lung tumor

tissue. J Natl Cancer Inst. 2011 Mar 16; 103(6):501–507. [PubMed: 21293027]

41. Lee W, Jiang Z, Liu J, et al. The mutation spectrum revealed by paired genome sequences from a

lung cancer patient. Nature. 2010 May 27; 465(7297):473–477. [PubMed: 20505728]

42. Pleasance ED, Stephens PJ, O' Meara S, et al. A small-cell lung cancer genome with complex

signatures of tobacco exposure. Nature. 2010 Jan 14; 463(7278):184–190. [PubMed: 20016488]43. Campbell PJ, Stephens PJ, Pleasance ED, et al. Identification of somatically acquired

rearrangements in cancer using genome-wide massively parallel paired-end sequencing. NatGenet. 2008 Jun; 40(6):722–729. [PubMed: 18438408]

44. Kris MG, Johnson BE, Kwiatkowski DJ, et al. Identification of driver mutations in tumor

specimens from 1000 patients with lung adenocarcinoma: The NCI’s lung cancer mutationconsortium (LCMC). J Clin Oncol. 2011; 29(suppl) abstr CRA7506.

45. Fleming TP, Saxena A, Clark WC, et al. Amplification and/or overexpression of platelet-derived

growth factor receptors and epidermal growth factor receptor in human glial tumors. Cancer Res.1992 Aug 15; 52(16):4550–4553. [PubMed: 1322795]

46. Heinrich MC, Corless CL, Duensing A, et al. PDGFRA activating mutations in gastrointestinal

stromal tumors. Science. 2003 Jan 31; 299(5607):708–710. [PubMed: 12522257]

47. Lin CR, Chen WS, Kruiger W, et al. Expression cloning of human EGF receptor complementary

DNA: gene amplification and three related messenger RNA products in A431 cells. Science. 1984May 25; 224(4651):843–848. [PubMed: 6326261]

48. Merlino GT, Xu YH, Ishii S, et al. Amplification and enhanced expression of the epidermal growth

factor receptor gene in A431 human carcinoma cells. Science. 1984 Apr 27; 224(4647):417–419.[PubMed: 6200934]

49. Ullrich A, Coussens L, Hayflick JS, et al. Human epidermal growth factor receptor cDNA

sequence and aberrant expression of the amplified gene in A431 epidermoid carcinoma cells.Nature. 1984 May-Jun;309(5967):418–425. [PubMed: 6328312]

50. Lynch TJ, Bell DW, Sordella R, et al. Activating mutations in the epidermal growth factor receptor

underlying responsiveness of non-small-cell lung cancer to gefitinib. N Engl J Med. 2004 May 20;350(21):2129–2139. [PubMed: 15118073]

51. Paez JG, Janne PA, Lee JC, et al. EGFR mutations in lung cancer: correlation with clinical

response to gefitinib therapy. Science. 2004 Jun 4; 304(5676):1497–1500. [PubMed: 15118125]

Clin Chest Med. Author manuscript; available in PMC 2012 December 01.

Larsen and MinnaNIH-PA Author ManuscriptNIH-PA Author ManuscriptNIH-PA Author ManuscriptPage 18

52. Pao W, Miller V, Zakowski M, et al. EGF receptor gene mutations are common in lung cancers

from \"never smokers\" and are associated with sensitivity of tumors to gefitinib and erlotinib. ProcNatl Acad Sci U S A. 2004 Sep 7; 101(36):13306–13311. [PubMed: 15329413]

53. Semba K, Kamata N, Toyoshima K, Yamamoto T. A v-erbB-related protooncogene, c-erbB-2, is

distinct from the c-erbB-1/epidermal growth factor-receptor gene and is amplified in a humansalivary gland adenocarcinoma. Proc Natl Acad Sci U S A. 1985 Oct; 82(19):6497–6501.[PubMed: 2995967]

54. Stephens P, Hunter C, Bignell G, et al. Lung cancer: intragenic ERBB2 kinase mutations in

tumours. Nature. 2004 Sep 30; 431(7008):525–526. [PubMed: 15457249]

55. Shayesteh L, Lu Y, Kuo WL, et al. PIK3CA is implicated as an oncogene in ovarian cancer. Nat

Genet. 1999 Jan; 21(1):99–102. [PubMed: 9916799]

56. Massion PP, Kuo WL, Stokoe D, et al. Genomic copy number analysis of non-small cell lung

cancer using array comparative genomic hybridization: implications of the phosphatidylinositol 3-kinase pathway. Cancer Res. 2002 Jul 1; 62(13):3636–3640. [PubMed: 12097266]

57. Samuels Y, Wang Z, Bardelli A, et al. High frequency of mutations of the PIK3CA gene in human

cancers. Science. 2004 Apr 23.304(5670):554. [PubMed: 15016963]

58. Friend SH, Bernards R, Rogelj S, et al. A human DNA segment with properties of the gene that

predisposes to retinoblastoma and osteosarcoma. Nature. 1986 Oct 16–22; 323(6089):643–646.[PubMed: 2877398]

59. Kamb A, Gruis NA, Weaver-Feldhaus J, et al. A cell cycle regulator potentially involved in

genesis of many tumor types. Science. 1994 Apr 15; 264(5157):436–440. [PubMed: 8153634]60. Nobori T, Miura K, Wu DJ, Lois A, Takabayashi K, Carson DA. Deletions of the cyclin-dependent

kinase-4 inhibitor gene in multiple human cancers. Nature. 1994 Apr 21; 368(6473):753–756.[PubMed: 8152487]

61. Li J, Yen C, Liaw D, et al. PTEN, a putative protein tyrosine phosphatase gene mutated in human

brain, breast, and prostate cancer. Science. 1997 Mar 28; 275(5308):1943–1947. [PubMed:9072974]

62. Steck PA, Pershouse MA, Jasser SA, et al. Identification of a candidate tumour suppressor gene,

MMAC1, at chromosome 10q23.3 that is mutated in multiple advanced cancers. Nat Genet. 1997Apr; 15(4):356–362. [PubMed: 9090379]

63. Fong KM, Kida Y, Zimmerman PV, Ikenaga M, Smith PJ. Loss of heterozygosity frequently

affects chromosome 17q in non-small cell lung cancer. Cancer Res. 1995 Oct 1; 55(19):4268–4272. [PubMed: 7671234]

64. Fong KM, Sekido Y, Minna JD. Molecular pathogenesis of lung cancer. J Thorac Cardiovasc Surg.

1999 Dec; 118(6):1136–1152. [PubMed: 10595998]

65. Sekido Y, Fong KM, Minna JD. Molecular genetics of lung cancer. Annu Rev Med. 2003; 54:73–

87. [PubMed: 12471176]

66. Zimmerman PV, Hawson GA, Bint MH, Parsons PG. Ploidy as a prognostic determinant in

surgically treated lung cancer. Lancet. 1987; 2(8558):530–533. [PubMed: 2887832]

67. Fong KM, Zimmerman PV, Smith PJ. Correlation of loss of heterozygosity at 11p with tumour

progression and survival in non-small cell lung cancer. Genes, Chromosomes & Cancer. 1994;10(3):183–189. [PubMed: 7522041]

68. Fong KM, Zimmerman PV, Smith PJ. Microsatellite instability and other molecular abnormalities

in non-small cell lung cancer. Cancer Res. 1995 Jan 1; 55(1):28–30. [PubMed: 7805035]

69. Fong KM, Zimmerman PV, Smith PJ. Tumor progression and loss of heterozygosity at 5q and 18q

in non-small cell lung cancer. Cancer Res. 1995 Jan 15; 55(2):220–223. [PubMed: 7812947]70. Fong KM, Kida Y, Zimmerman PV, Smith PJ. MYCL genotypes and loss of heterozygosity in

non-small-cell lung cancer. Br J Cancer. 1996 Dec; 74(12):1975–1978. [PubMed: 8980399]

71. Fong KM, Zimmerman PV, Smith PJ. KRAS codon 12 mutations in Australian non-small cell lung

cancer. Aust N Z J Med. 1998 Apr; 28(2):184–189. [PubMed: 9612526]

72. Virmani AK, Fong KM, Kodagoda D, et al. Allelotyping demonstrates common and distinct

patterns of chromosomal loss in human lung cancer types. Genes Chromosomes Cancer. 1998Apr; 21(4):308–319. [PubMed: 9559342]

Clin Chest Med. Author manuscript; available in PMC 2012 December 01.

Larsen and MinnaNIH-PA Author ManuscriptNIH-PA Author ManuscriptNIH-PA Author ManuscriptPage 19

73. Geradts J, Fong KM, Zimmerman PV, Minna JD. Loss of Fhit expression in non-small-cell lung

cancer: correlation with molecular genetic abnormalities and clinicopathological features. Br JCancer. 2000 Mar; 82(6):1191–1197. [PubMed: 10735505]

74. Weir BA, Woo MS, Getz G, et al. Characterizing the cancer genome in lung adenocarcinoma.

Nature. 2007 Dec 6; 450(7171):893–898. [PubMed: 17982442]

75. Bass AJ, Watanabe H, Mermel CH, et al. SOX2 is an amplified lineage-survival oncogene in lung

and esophageal squamous cell carcinomas. Nat Genet. 2009 Nov; 41(11):1238–1242. [PubMed:19801978]

76. Weiss J, Sos ML, Seidel D, et al. Frequent and focal FGFR1 amplification associates with

therapeutically tractable FGFR1 dependency in squamous cell lung cancer. Sci Transl Med. 2010Dec 15.2(62):62ra93.

77. Sanchez-Cespedes M, Ahrendt SA, Piantadosi S, et al. Chromosomal alterations in lung

adenocarcinoma from smokers and nonsmokers. Cancer Res. 2001 Feb 15; 61(4):1309–1313.[PubMed: 11245426]

78. Gill RK, Yang SH, Meerzaman D, et al. Frequent homozygous deletion of the LKB1/STK11 gene

in non-small cell lung cancer. Oncogene. 2011 May 2.

79. Kim YH, Kwei KA, Girard L, et al. Genomic and functional analysis identifies CRKL as an

oncogene amplified in lung cancer. Oncogene. 2010 Mar 11; 29(10):1421–1430. [PubMed:19966867]

80. Yuan P, Kadara H, Behrens C, et al. Sex determining region Y-Box 2 (SOX2) is a potential cell-lineage gene highly expressed in the pathogenesis of squamous cell carcinomas of the lung. PLoSOne. 2010; 5(2):e9112. [PubMed: 20161759]

81. Jiang F, Yin Z, Caraway NP, Li R, Katz RL. Genomic profiles in stage I primary non small cell

lung cancer using comparative genomic hybridization analysis of cDNA microarrays. Neoplasia.2004 Sep-Oct;6(5):623–635. [PubMed: 15548372]

82. Kim TM, Yim SH, Lee JS, et al. Genome-wide screening of genomic alterations and their

clinicopathologic implications in non-small cell lung cancers. Clin Cancer Res. 2005 Dec 1;11(23):8235–8242. [PubMed: 16322280]

83. Shibata T, Uryu S, Kokubu A, et al. Genetic classification of lung adenocarcinoma based on array-based comparative genomic hybridization analysis: its association with clinicopathologic features.Clin Cancer Res. 2005 Sep 1; 11(17):6177–6185. [PubMed: 16144918]

84. Tonon G, Wong KK, Maulik G, et al. High-resolution genomic profiles of human lung cancer.

Proc Natl Acad Sci U S A. 2005 Jul 5; 102(27):9625–9630. [PubMed: 15983384]

85. Wikman H, Nymark P, Vayrynen A, et al. CDK4 is a probable target gene in a novel amplicon at

12q13.3–q14.1 in lung cancer. Genes Chromosomes Cancer. 2005 Feb; 42(2):193–199. [PubMed:15543620]

86. Zhao X, Weir BA, LaFramboise T, et al. Homozygous deletions and chromosome amplifications in

human lung carcinomas revealed by single nucleotide polymorphism array analysis. Cancer Res.2005 Jul 1; 65(13):5561–5570. [PubMed: 15994928]

87. Choi JS, Zheng LT, Ha E, et al. Comparative genomic hybridization array analysis and real-time

PCR reveals genomic copy number alteration for lung adenocarcinomas. Lung. 2006 Nov-Dec;184(6):355–362. [PubMed: 17086460]

88. Choi YW, Choi JS, Zheng LT, et al. Comparative genomic hybridization array analysis and real

time PCR reveals genomic alterations in squamous cell carcinomas of the lung. Lung Cancer. 2007Jan; 55(1):43–51. [PubMed: 17109992]

89. Zhu H, Lam DCL, Han KC, et al. High resolution analysis of genomic aberrations by metaphase

and array comparative genomic hybridization identifies candidate tumour genes in lung cancer celllines. Cancer Letters. 2007 Jan 8; 255(1–2):303–314. [PubMed: 16517066]

90. Garnis C, Lockwood WW, Vucic E, et al. High resolution analysis of non-small cell lung cancer

cell lines by whole genome tiling path array CGH. Int J Cancer. 2006 Mar 15; 118(6):1556–1564.[PubMed: 16187286]

91. Dehan E, Ben-Dor A, Liao W, et al. Chromosomal aberrations and gene expression profiles in non-small cell lung cancer. Lung Cancer. 2007 May; 56(2):175–184. [PubMed: 17258348]

Clin Chest Med. Author manuscript; available in PMC 2012 December 01.

Larsen and MinnaNIH-PA Author ManuscriptNIH-PA Author ManuscriptNIH-PA Author ManuscriptPage 20

92. Girard N, Ostrovnaya I, Lau C, et al. Genomic and mutational profiling to assess clonal

relationships between multiple non-small cell lung cancers. Clin Cancer Res. 2009 Aug 15;15(16):5184–5190. [PubMed: 19671847]

93. Kwei KA, Kim YH, Girard L, et al. Genomic profiling identifies TITF1 as a lineage-specific

oncogene amplified in lung cancer. Oncogene. 2008 Jun 5; 27(25):3635–3640. [PubMed:18212743]

94. Weinstein IB. Cancer. Addiction to oncogenes--the Achilles heal of cancer. Science. 2002 Jul 5;

297(5578):63–64. [PubMed: 12098689]

95. Normanno N, Bianco C, Strizzi L, et al. The ErbB receptors and their ligands in cancer: an

overview. Curr Drug Targets. 2005 May; 6(3):243–257. [PubMed: 15857286]

96. Hirsch FR, Varella-Garcia M, Bunn PA Jr, et al. Epidermal growth factor receptor in non-small-cell lung carcinomas: correlation between gene copy number and protein expression and impact onprognosis. J Clin Oncol. 2003 Oct 15; 21(20):3798–3807. [PubMed: 12953099]

97. Eberhard DA, Johnson BE, Amler LC, et al. Mutations in the epidermal growth factor receptor and

in KRAS are predictive and prognostic indicators in patients with non-small-cell lung cancertreated with chemotherapy alone and in combination with erlotinib. J Clin Oncol. 2005 Sep 1;23(25):5900–5909. [PubMed: 16043828]

98. Sordella R, Bell DW, Haber DA, Settleman J. Gefitinib-sensitizing EGFR mutations in lung cancer

activate anti-apoptotic pathways. Science. 2004 Aug 20; 305(5687):1163–1167. [PubMed:15284455]

99. Shigematsu H, Lin L, Takahashi T, et al. Clinical and biological features associated with epidermal

growth factor receptor gene mutations in lung cancers. J Natl Cancer Inst. 2005 Mar 2; 97(5):339–346. [PubMed: 15741570]

100. Rusch V, Baselga J, Cordon-Cardo C, et al. Differential expression of the epidermal growth factor

receptor and its ligands in primary non-small cell lung cancers and adjacent benign lung. CancerRes. 1993 May 15; 53 Suppl(10):2379–2385. [PubMed: 7683573]

101. Franklin WA, Veve R, Hirsch FR, Helfrich BA, Bunn PA Jr. Epidermal growth factor receptor

family in lung cancer and premalignancy. Semin Oncol. 2002 Feb; 29 Suppl 4(1):3–14.[PubMed: 11894009]

102. Herbst RS. Review of epidermal growth factor receptor biology. Int J Radiat Oncol Biol Phys.

2004; 59 Suppl(2):21–26. [PubMed: 15142631]

103. Fujino S, Enokibori T, Tezuka N, et al. A comparison of epidermal growth factor receptor levels

and other prognostic parameters in non-small cell lung cancer. Eur J Cancer. 1996 Nov; 32A(12):2070–2074. [PubMed: 9014747]

104. Gazdar AF. Activating and resistance mutations of EGFR in non-small-cell lung cancer: role in

clinical response to EGFR tyrosine kinase inhibitors. Oncogene. 2009 Aug; 28(Suppl 1):S24–S31. [PubMed: 19680293]

105. Thomas RK, Greulich H, Yuza Y, et al. Detection of oncogenic mutations in the EGFR gene in

lung adenocarcinoma with differential sensitivity to EGFR tyrosine kinase inhibitors. ColdSpring Harb Symp Quant Biol. 2005; 70:73–81. [PubMed: 16869740]

106. Pao W, Wang TY, Riely GJ, et al. KRAS mutations and primary resistance of lung

adenocarcinomas to gefitinib or erlotinib. PLoS Med. 2005 Jan.2(1):e17. [PubMed: 15696205]107. Pao W, Miller VA, Politi KA, et al. Acquired resistance of lung adenocarcinomas to gefitinib or

erlotinib is associated with a second mutation in the EGFR kinase domain. PLoS Med. 2005 Mar.2(3):e73. [PubMed: 15737014]

108. Bean J, Brennan C, Shih JY, et al. MET amplification occurs with or without T790M mutations in

EGFR mutant lung tumors with acquired resistance to gefitinib or erlotinib. Proc Natl Acad Sci US A. 2007 Dec 26; 104(52):20932–20937. [PubMed: 18093943]

109. Engelman JA, Zejnullahu K, Mitsudomi T, et al. MET amplification leads to gefitinib resistance

in lung cancer by activating ERBB3 signaling. Science. 2007 May 18; 316(5827):1039–1043.[PubMed: 17463250]

110. Gao SP, Mark KG, Leslie K, et al. Mutations in the EGFR kinase domain mediate STAT3

activation via IL-6 production in human lung adenocarcinomas. J Clin Invest. 2007 Dec;117(12):3846–3856. [PubMed: 18060032]

Clin Chest Med. Author manuscript; available in PMC 2012 December 01.

Larsen and MinnaNIH-PA Author ManuscriptNIH-PA Author ManuscriptNIH-PA Author ManuscriptPage 21

111. Ishihara K, Hirano T. Molecular basis of the cell specificity of cytokine action. Biochim Biophys

Acta. 2002 Nov 11; 1592(3):281–296. [PubMed: 12421672]

112. Hong DS, Angelo LS, Kurzrock R. Interleukin-6 and its receptor in cancer: implications for

Translational Therapeutics. Cancer. 2007 Nov 1; 110(9):1911–1928. [PubMed: 17849470]113. Downward J. Targeting RAS signalling pathways in cancer therapy. Nat Rev Cancer. 2003 Jan;

3(1):11–22. [PubMed: 12509763]

114. Karnoub AE, Weinberg RA. Ras oncogenes: split personalities. Nat Rev Mol Cell Biol. 2008 Jul;

9(7):517–531. [PubMed: 18568040]

115. Rodenhuis S, Slebos RJ. Clinical significance of ras oncogene activation in human lung cancer.

Cancer Res. 1992 May 1; 52 Suppl(9):2665s–2669s. [PubMed: 1562997]

116. Linardou H, Dahabreh IJ, Kanaloupiti D, et al. Assessment of somatic k-RAS mutations as a

mechanism associated with resistance to EGFR-targeted agents: a systematic review and meta-analysis of studies in advanced non-small-cell lung cancer and metastatic colorectal cancer.Lancet Oncol. 2008 Oct; 9(10):962–972. [PubMed: 18804418]

117. Riely GJ, Kris MG, Rosenbaum D, et al. Frequency and distinctive spectrum of KRAS mutations

in never smokers with lung adenocarcinoma. Clin Cancer Res. 2008 Sep 15; 14(18):5731–5734.[PubMed: 18794081]

118. Adjei AA. K-ras as a target for lung cancer therapy. J Thorac Oncol. 2008 Jun; 3 Suppl

2(6):S160–S163. [PubMed: 18520303]

119. Ding L, Getz G, Wheeler DA, et al. Somatic mutations affect key pathways in lung

adenocarcinoma. Nature. 2008 Oct 23; 455(7216):1069–1075. [PubMed: 18948947]

120. Davies H, Bignell GR, Cox C, et al. Mutations of the BRAF gene in human cancer. Nature. 2002

Jun 27; 417(6892):949–954. [PubMed: 12068308]

121. Naoki K, Chen TH, Richards WG, Sugarbaker DJ, Meyerson M. Missense mutations of the

BRAF gene in human lung adenocarcinoma. Cancer Res. 2002 Dec 1; 62(23):7001–7003.[PubMed: 12460919]

122. Sasaki H, Kawano O, Endo K, et al. Uncommon V599E BRAF mutations in Japanese patients

with lung cancer. J Surg Res. 2006 Jun 15; 133(2):203–206. [PubMed: 16376942]

123. Scholl C, Frohling S, Dunn IF, et al. Synthetic lethal interaction between oncogenic KRAS

dependency and STK33 suppression in human cancer cells. Cell. 2009 May 29; 137(5):821–834.[PubMed: 19490892]

124. Guo W, Wu S, Liu J, Fang B. Identification of a small molecule with synthetic lethality for K-ras

and protein kinase C iota. Cancer Res. 2008 Sep 15; 68(18):7403–7408. [PubMed: 18794128]125. Luo J, Emanuele MJ, Li D, et al. A genome-wide RNAi screen identifies multiple synthetic lethal

interactions with the Ras oncogene. Cell. 2009 May 29; 137(5):835–848. [PubMed: 19490893]126. Singh A, Greninger P, Rhodes D, et al. A gene expression signature associated with \"K-Ras

addiction\" reveals regulators of EMT and tumor cell survival. Cancer Cell. 2009 Jun 2; 15(6):489–500. [PubMed: 19477428]

127. Sunaga N, Shames DS, Girard L, et al. Knockdown of oncogenic KRAS in non-small cell lung

cancers suppresses tumor growth and sensitizes tumor cells to targeted therapy. Mol CancerTher. 2011 Feb; 10(2):336–346. [PubMed: 21306997]

128. Engelman JA, Chen L, Tan X, et al. Effective use of PI3K and MEK inhibitors to treat mutant

Kras G12D and PIK3CA H1047R murine lung cancers. Nat Med. 2008 Dec; 14(12):1351–1356.[PubMed: 19029981]

129. Krystal G, Birrer M, Way J, et al. Multiple mechanisms for transcriptional regulation of the myc

gene family in small-cell lung cancer. Mol Cell Biol. 1988 Aug; 8(8):3373–3381. [PubMed:2850489]

130. Richardson GE, Johnson BE. The biology of lung cancer. Semin Oncol. 1993 Apr; 20(2):105–

127. [PubMed: 8480184]

131. Adhikary S, Eilers M. Transcriptional regulation and transformation by Myc proteins. Nat Rev

Mol Cell Biol. 2005 Aug; 6(8):635–645. [PubMed: 16064138]

132. Meyer N, Penn LZ. Reflecting on 25 years with MYC. Nat Rev Cancer. 2008 Dec; 8(12):976–

990. [PubMed: 19029958]

Clin Chest Med. Author manuscript; available in PMC 2012 December 01.

Larsen and MinnaNIH-PA Author ManuscriptNIH-PA Author ManuscriptNIH-PA Author ManuscriptPage 22

133. Nau MM, Brooks BJ Jr, Carney DN, et al. Human small-cell lung cancers show amplification and

expression of the N-myc gene. Proc Natl Acad Sci U S A. 1986 Feb; 83(4):1092–1096.[PubMed: 2869482]

134. Broers JL, Viallet J, Jensen SM, et al. Expression of c-myc in progenitor cells of the

bronchopulmonary epithelium and in a large number of non-small cell lung cancers. Am J RespirCell Mol Biol. 1993 Jul; 9(1):33–43. [PubMed: 8393325]

135. Soda M, Choi YL, Enomoto M, et al. Identification of the transforming EML4-ALK fusion gene

in non-small-cell lung cancer. Nature. 2007 Aug 2; 448(7153):561–566. [PubMed: 17625570]136. Solomon B, Varella-Garcia M, Camidge DR. ALK gene rearrangements: a new therapeutic target

in a molecularly defined subset of non-small cell lung cancer. J Thorac Oncol. 2009 Dec; 4(12):1450–1454. [PubMed: 20009909]

137. Bertolini G, Roz L, Perego P, et al. Highly tumorigenic lung cancer CD133+ cells display stem-like features and are spared by cisplatin treatment. Proc Natl Acad Sci U S A. 2009 Sep 22;106(38):16281–16286. [PubMed: 19805294]

138. De Francesco F, Tirino V, Desiderio V, et al. Human CD34/CD90 ASCs are capable of growing

as sphere clusters, producing high levels of VEGF and forming capillaries. PLoS One. 2009;4(8):e6537. [PubMed: 19657392]

139. Tirino V, Camerlingo R, Franco R, et al. The role of CD133 in the identification and

characterisation of tumour-initiating cells in non-small-cell lung cancer. Eur J Cardiothorac Surg.2009 Sep; 36(3):446–453. [PubMed: 19464919]

140. De Rosa A, De Francesco F, Tirino V, et al. A new method for the cryopreserving ASCs: an

attractive and suitable large-scale and long-term cell banking technology. Tissue Eng Part CMethods. 2009 Mar 2.

141. Costantino E, Maddalena F, Calise S, et al. TRAP1, a novel mitochondrial chaperone responsible

for multi-drug resistance and protection from apoptotis in human colorectal carcinoma cells.Cancer Lett. 2009 Jun 28; 279(1):39–46. [PubMed: 19217207]

142. Engelman JA, Luo J, Cantley LC. The evolution of phosphatidylinositol 3-kinases as regulators of

growth and metabolism. Nat Rev Genet. 2006 Aug; 7(8):606–619. [PubMed: 16847462]

143. Vivanco I, Sawyers CL. The phosphatidylinositol 3-Kinase AKT pathway in human cancer. Nat

Rev Cancer. 2002 Jul; 2(7):489–501. [PubMed: 12094235]

144. West KA, Linnoila IR, Belinsky SA, Harris CC, Dennis PA. Tobacco carcinogen-induced cellular

transformation increases activation of the phosphatidylinositol 3'-kinase/Akt pathway in vitro andin vivo. Cancer Res. 2004 Jan 15; 64(2):446–451. [PubMed: 14744754]

145. Hay N. The Akt-mTOR tango and its relevance to cancer. Cancer Cell. 2005 Sep; 8(3):179–183.

[PubMed: 16169463]

146. Maulik G, Madhiwala P, Brooks S, et al. Activated c-Met signals through PI3K with dramatic

effects on cytoskeletal functions in small cell lung cancer. J Cell Mol Med. 2002 Oct-Dec;6(4):539–553. [PubMed: 12611639]

147. Brognard J, Clark AS, Ni Y, Dennis PA. Akt/protein kinase B is constitutively active in non-small cell lung cancer cells and promotes cellular survival and resistance to chemotherapy andradiation. Cancer Res. 2001 May 15; 61(10):3986–3997. [PubMed: 11358816]

148. Tsurutani J, West KA, Sayyah J, Gills JJ, Dennis PA. Inhibition of the phosphatidylinositol 3-kinase/Akt/mammalian target of rapamycin pathway but not the MEK/ERK pathway attenuateslaminin-mediated small cell lung cancer cellular survival and resistance to imatinib mesylate orchemotherapy. Cancer Res. 2005 Sep 15; 65(18):8423–8432. [PubMed: 16166321]

149. Kendall J, Liu Q, Bakleh A, et al. Oncogenic cooperation and coamplification of developmental

transcription factor genes in lung cancer. Proc Natl Acad Sci U S A. 2007 Oct 16; 104(42):16663–16668. [PubMed: 17925434]

150. Bingle CD. Thyroid transcription factor-1. Int J Biochem Cell Biol. 1997 Dec; 29(12):1471–1473.

[PubMed: 9570141]

151. Ikeda K, Clark JC, Shaw-White JR, Stahlman MT, Boutell CJ, Whitsett JA. Gene structure and

expression of human thyroid transcription factor-1 in respiratory epithelial cells. J Biol Chem.1995 Apr 7; 270(14):8108–8114. [PubMed: 7713914]

Clin Chest Med. Author manuscript; available in PMC 2012 December 01.

Larsen and MinnaNIH-PA Author ManuscriptNIH-PA Author ManuscriptNIH-PA Author ManuscriptPage 23

152. Tanaka H, Yanagisawa K, Shinjo K, et al. Lineage-specific dependency of lung adenocarcinomas

on the lung development regulator TTF-1. Cancer Res. 2007 Jul 1; 67(13):6007–6011. [PubMed:17616654]

153. Winslow MM, Dayton TL, Verhaak RG, et al. Suppression of lung adenocarcinoma progression

by Nkx2-1. Nature. 2011 May 5; 473(7345):101–104. [PubMed: 21471965]

154. Visakorpi T, Hyytinen E, Koivisto P, et al. In vivo amplification of the androgen receptor gene

and progression of human prostate cancer. Nat Genet. 1995 Apr; 9(4):401–406. [PubMed:7795646]

155. Garraway LA, Widlund HR, Rubin MA, et al. Integrative genomic analyses identify MITF as a

lineage survival oncogene amplified in malignant melanoma. Nature. 2005 Jul 7; 436(7047):117–122. [PubMed: 16001072]

156. Holst F, Stahl PR, Ruiz C, et al. Estrogen receptor alpha (ESR1) gene amplification is frequent in

breast cancer. Nat Genet. 2007 May; 39(5):655–660. [PubMed: 17417639]

157. Garraway LA, Sellers WR. Lineage dependency and lineage-survival oncogenes in human cancer.

Nat Rev Cancer. 2006 Aug; 6(8):593–602. [PubMed: 16862190]

158. Knudson AG Jr. The ninth Gordon Hamilton-Fairley memorial lecture. Hereditary cancers: clues

to mechanisms of carcinogenesis. Br J Cancer. 1989 May; 59(5):661–666. [PubMed: 2660894]159. Breuer RH, Postmus PE, Smit EF. Molecular pathology of non-small-cell lung cancer.

Respiration. 2005 May-Jun;72(3):313–330. [PubMed: 15942304]

160. Takahashi T, Nau MM, Chiba I, et al. p53: a frequent target for genetic abnormalities in lung

cancer. Science. 1989 Oct 27; 246(4929):491–494. [PubMed: 2554494]

161. Hollstein M, Sidransky D, Vogelstein B, Harris CC. p53 mutations in human cancers. Science.

1991 Jul 5; 253(5015):49–53. [PubMed: 1905840]

162. Greenblatt MS, Bennett WP, Hollstein M, Harris CC. Mutations in the p53 tumor suppressor

gene: clues to cancer etiology and molecular pathogenesis. Cancer Res. 1994 Sep 15; 54(18):4855–4878. [PubMed: 8069852]

163. van Oijen MG, Slootweg PJ. Gain-of-function mutations in the tumor suppressor gene p53. Clin

Cancer Res. 2000 Jun; 6(6):2138–2145. [PubMed: 10873062]

164. Ventura A, Kirsch DG, McLaughlin ME, et al. Restoration of p53 function leads to tumour

regression in vivo. Nature. 2007 Feb 8; 445(7128):661–665. [PubMed: 17251932]

165. Harbour JW, Lai SL, Whang-Peng J, Gazdar AF, Minna JD, Kaye FJ. Abnormalities in structure

and expression of the human retinoblastoma gene in SCLC. Science. 1988 Jul 15; 241(4863):353–357. [PubMed: 2838909]

166. Yokota J, Mori N, Akiyama T, Shimosato Y, Sugimura T, Terada M. Multiple genetic alterations

in small-cell lung carcinoma. Princess Takamatsu Symp. 1989; 20:43–48. [PubMed: 2577337]167. Otterson GA, Kratzke RA, Coxon A, Kim YW, Kaye FJ. Absence of p16INK4 protein is

restricted to the subset of lung cancer lines that retains wildtype RB. Oncogene. 1994 Nov; 9(11):3375–3378. [PubMed: 7936665]

168. Wistuba II, Behrens C, Virmani AK, et al. High resolution chromosome 3p allelotyping of human

lung cancer and preneoplastic/preinvasive bronchial epithelium reveals multiple, discontinuoussites of 3p allele loss and three regions of frequent breakpoints. Cancer Res. 2000 Apr 1; 60(7):1949–1960. [PubMed: 10766185]

169. Ito M, Ito G, Kondo M, et al. Frequent inactivation of RASSF1A, BLU, and SEMA3B on 3p21.3

by promoter hypermethylation and allele loss in non-small cell lung cancer. Cancer Lett. 2005 Jul8; 225(1):131–139. [PubMed: 15922865]

170. Kuroki T, Trapasso F, Yendamuri S, et al. Allelic loss on chromosome 3p21.3 and promoter

hypermethylation of semaphorin 3B in non-small cell lung cancer. Cancer Res. 2003 Jun 15;63(12):3352–3355. [PubMed: 12810670]

171. Feng Q, Hawes SE, Stern JE, et al. DNA methylation in tumor and matched normal tissues from

non-small cell lung cancer patients. Cancer Epidemiol Biomarkers Prev. 2008 Mar; 17(3):645–654. [PubMed: 18349282]

172. Wistuba II, Gazdar AF, Minna JD. Molecular genetics of small cell lung carcinoma. Semin

Oncol. 2001 Apr; 28 Suppl 4(2):3–13. [PubMed: 11479891]

Clin Chest Med. Author manuscript; available in PMC 2012 December 01.

Larsen and MinnaNIH-PA Author ManuscriptNIH-PA Author ManuscriptNIH-PA Author ManuscriptPage 24

173. Zochbauer-Muller S, Minna JD, Gazdar AF. Aberrant DNA methylation in lung cancer:

biological and clinical implications. Oncologist. 2002; 7(5):451–457. [PubMed: 12401908]174. Siprashvili Z, Sozzi G, Barnes LD, et al. Replacement of Fhit in cancer cells suppresses

tumorigenicity. Proc Natl Acad Sci U S A. 1997 Dec 9; 94(25):13771–13776. [PubMed:9391102]

175. Agathanggelou A, Cooper WN, Latif F. Role of the Ras-association domain family 1 tumor

suppressor gene in human cancers. Cancer Res. 2005 May 1; 65(9):3497–3508. [PubMed:15867337]

176. Ji L, Roth JA. Tumor suppressor FUS1 signaling pathway. J Thorac Oncol. 2008 Apr; 3(4):327–

330. [PubMed: 18379348]

177. Deng WG, Kawashima H, Wu G, et al. Synergistic tumor suppression by coexpression of FUS1

and p53 is associated with down-regulation of murine double minute-2 and activation of the

apoptotic protease-activating factor 1-dependent apoptotic pathway in human non-small cell lungcancer cells. Cancer Res. 2007 Jan 15; 67(2):709–717. [PubMed: 17234782]

178. Tomizawa Y, Sekido Y, Kondo M, et al. Inhibition of lung cancer cell growth and induction of

apoptosis after reexpression of 3p21.3 candidate tumor suppressor gene SEMA3B. Proc NatlAcad Sci U S A. 2001 Nov 20; 98(24):13954–13959. [PubMed: 11717452]

179. Ochi K, Mori T, Toyama Y, Nakamura Y, Arakawa H. Identification of semaphorin3B as a direct

target of p53. Neoplasia. 2002 Jan-Feb;4(1):82–87. [PubMed: 11922394]

180. Castro-Rivera E, Ran S, Brekken RA, Minna JD. Semaphorin 3B inhibits the phosphatidylinositol

3-kinase/Akt pathway through neuropilin-1 in lung and breast cancer cells. Cancer Res. 2008 Oct15; 68(20):8295–8303. [PubMed: 18922901]

181. Brambilla E, Constantin B, Drabkin H, Roche J. Semaphorin SEMA3F localization in malignant

human lung and cell lines: A suggested role in cell adhesion and cell migration. Am J Pathol.2000 Mar; 156(3):939–950. [PubMed: 10702410]

182. Kessler O, Shraga-Heled N, Lange T, et al. Semaphorin-3F is an inhibitor of tumor angiogenesis.

Cancer Res. 2004 Feb 1; 64(3):1008–1015. [PubMed: 14871832]

183. Alessi DR, Sakamoto K, Bayascas JR. LKB1-dependent signaling pathways. Annu Rev Biochem.

2006; 75:137–163. [PubMed: 16756488]

184. Hemminki A, Markie D, Tomlinson I, et al. A serine/threonine kinase gene defective in Peutz-Jeghers syndrome. Nature. 1998 Jan 8; 391(6663):184–187. [PubMed: 9428765]

185. Sanchez-Cespedes M, Parrella P, Esteller M, et al. Inactivation of LKB1/STK11 is a common

event in adenocarcinomas of the lung. Cancer Res. 2002 Jul 1; 62(13):3659–3662. [PubMed:12097271]

186. Carretero J, Medina PP, Pio R, Montuenga LM, Sanchez-Cespedes M. Novel and natural

knockout lung cancer cell lines for the LKB1/STK11 tumor suppressor gene. Oncogene. 2004May 13; 23(22):4037–4040. [PubMed: 15021901]

187. Matsumoto S, Iwakawa R, Takahashi K, et al. Prevalence and specificity of LKB1 genetic

alterations in lung cancers. Oncogene. 2007 Aug 30; 26(40):5911–5918. [PubMed: 17384680]188. Shaw RJ, Bardeesy N, Manning BD, et al. The LKB1 tumor suppressor negatively regulates

mTOR signaling. Cancer Cell. 2004 Jul; 6(1):91–99. [PubMed: 15261145]

189. Onozato R, Kosaka T, Achiwa H, et al. LKB1 gene mutations in Japanese lung cancer patients.

Cancer Sci. 2007 Nov; 98(11):1747–1751. [PubMed: 17711506]

190. Mahoney CL, Choudhury B, Davies H, et al. LKB1/KRAS mutant lung cancers constitute a

genetic subset of NSCLC with increased sensitivity to MAPK and mTOR signalling inhibition.Br J Cancer. 2009 Jan 27; 100(2):370–375. [PubMed: 19165201]

191. Reya T, Morrison SJ, Clarke MF, Weissman IL. Stem cells, cancer, and cancer stem cells. Nature.

2001 Nov 1; 414(6859):105–111. [PubMed: 11689955]

192. Wang JC, Dick JE. Cancer stem cells: lessons from leukemia. Trends Cell Biol. 2005 Sep; 15(9):

494–501. [PubMed: 16084092]

193. Clarke MF, Dick JE, Dirks PB, et al. Cancer stem cells--perspectives on current status and future

directions: AACR Workshop on cancer stem cells. Cancer Res. 2006 Oct 1; 66(19):9339–9344.[PubMed: 16990346]

Clin Chest Med. Author manuscript; available in PMC 2012 December 01.

Larsen and MinnaNIH-PA Author ManuscriptNIH-PA Author ManuscriptNIH-PA Author ManuscriptPage 25

194. Lapidot T, Sirard C, Vormoor J, et al. A cell initiating human acute myeloid leukaemia after

transplantation into SCID mice. Nature. 1994 Feb 17; 367(6464):645–648. [PubMed: 7509044]195. Chen YC, Hsu HS, Chen YW, et al. Oct-4 expression maintained cancer stem-like properties in

lung cancer-derived CD133-positive cells. PLoS One. 2008; 3(7):e2637. [PubMed: 18612434]196. Jiang F, Qiu Q, Khanna A, et al. Aldehyde dehydrogenase 1 is a tumor stem cell-associated

marker in lung cancer. Mol Cancer Res. 2009 Mar; 7(3):330–338. [PubMed: 19276181]

197. Kitamura H, Okudela K, Yazawa T, Sato H, Shimoyamada H. Cancer stem cell: implications in

cancer biology and therapy with special reference to lung cancer. Lung Cancer. 2009 Dec; 66(3):275–281. [PubMed: 19716622]

198. Ho MM, Ng AV, Lam S, Hung JY. Side population in human lung cancer cell lines and tumors is

enriched with stem-like cancer cells. Cancer Res. 2007 May 15; 67(10):4827–4833. [PubMed:17510412]

199. Eramo A, Lotti F, Sette G, et al. Identification and expansion of the tumorigenic lung cancer stem

cell population. Cell Death Differ. 2008 Mar; 15(3):504–514. [PubMed: 18049477]

200. Wicha MS, Liu S, Dontu G. Cancer stem cells: an old idea--a paradigm shift. Cancer Res. 2006

Feb 15; 66(4):1883–1890. discussion 1895-1886. [PubMed: 16488983]

201. Rubin LL, de Sauvage FJ. Targeting the Hedgehog pathway in cancer. Nat Rev Drug Discov.

2006 Dec; 5(12):1026–1033. [PubMed: 17139287]

202. Riobo NA, Lu K, Emerson CP Jr. Hedgehog signal transduction: signal integration and cross talk

in development and cancer. Cell Cycle. 2006 Aug; 5(15):1612–1615. [PubMed: 16880744]203. Lauth M, Toftgard R. Non-canonical activation of GLI transcription factors: implications for

targeted anti-cancer therapy. Cell Cycle. 2007 Oct 15; 6(20):2458–2463. [PubMed: 17726373]204. Watkins DN, Berman DM, Burkholder SG, Wang B, Beachy PA, Baylin SB. Hedgehog

signalling within airway epithelial progenitors and in small-cell lung cancer. Nature. 2003 Mar20; 422(6929):313–317. [PubMed: 12629553]

205. Yuan Z, Goetz JA, Singh S, et al. Frequent requirement of hedgehog signaling in non-small cell

lung carcinoma. Oncogene. 2007 Feb 15; 26(7):1046–1055. [PubMed: 16909105]

206. He B, You L, Uematsu K, et al. A monoclonal antibody against Wnt-1 induces apoptosis in

human cancer cells. Neoplasia. 2004 Jan-Feb;6(1):7–14. [PubMed: 15068666]

207. You L, He B, Xu Z, et al. Inhibition of Wnt-2-mediated signaling induces programmed cell death

in non-small-cell lung cancer cells. Oncogene. 2004 Aug 12; 23(36):6170–6174. [PubMed:15208662]

208. Winn RA, Van Scoyk M, Hammond M, et al. Antitumorigenic effect of Wnt 7a and Fzd 9 in non-small cell lung cancer cells is mediated through ERK-5-dependent activation of peroxisomeproliferator-activated receptor gamma. J Biol Chem. 2006 Sep 15; 281(37):26943–26950.[PubMed: 16835228]

209. Fukui T, Kondo M, Ito G, et al. Transcriptional silencing of secreted frizzled related protein 1

(SFRP 1) by promoter hypermethylation in non-small-cell lung cancer. Oncogene. 2005 Sep 15;24(41):6323–6327. [PubMed: 16007200]

210. Mazieres J, He B, You L, et al. Wnt inhibitory factor-1 is silenced by promoter hypermethylation

in human lung cancer. Cancer Res. 2004 Jul 15; 64(14):4717–4720. [PubMed: 15256437]

211. Uematsu K, He B, You L, Xu Z, McCormick F, Jablons DM. Activation of the Wnt pathway in

non small cell lung cancer: evidence of dishevelled overexpression. Oncogene. 2003 Oct 16;22(46):7218–7221. [PubMed: 14562050]

212. Wissmann C, Wild PJ, Kaiser S, et al. WIF1, a component of the Wnt pathway, is down-regulated

in prostate, breast, lung, and bladder cancer. J Pathol. 2003 Oct; 201(2):204–212. [PubMed:14517837]

213. Dang TP, Eichenberger S, Gonzalez A, Olson S, Carbone DP. Constitutive activation of Notch3

inhibits terminal epithelial differentiation in lungs of transgenic mice. Oncogene. 2003 Apr 3;22(13):1988–1997. [PubMed: 12673204]

214. Politi K, Feirt N, Kitajewski J. Notch in mammary gland development and breast cancer. Semin

Cancer Biol. 2004 Oct; 14(5):341–347. [PubMed: 15288259]

Clin Chest Med. Author manuscript; available in PMC 2012 December 01.

Larsen and MinnaNIH-PA Author ManuscriptNIH-PA Author ManuscriptNIH-PA Author ManuscriptPage 26

215. Parr C, Watkins G, Jiang WG. The possible correlation of Notch-1 and Notch-2 with clinical

outcome and tumour clinicopathological parameters in human breast cancer. Int J Mol Med. 2004Nov; 14(5):779–786. [PubMed: 15492845]

216. Hainaud P, Contreres JO, Villemain A, et al. The role of the vascular endothelial growth factor-Delta-like 4 ligand/Notch4-ephrin B2 cascade in tumor vessel remodeling and endothelial cellfunctions. Cancer Res. 2006 Sep 1; 66(17):8501–8510. [PubMed: 16951162]

217. Daniel VC, Peacock CD, Watkins DN. Developmental signalling pathways in lung cancer.

Respirology. 2006 May; 11(3):234–240. [PubMed: 16635080]

218. Olsen CL, Hsu PP, Glienke J, Rubanyi GM, Brooks AR. Hedgehog-interacting protein is highly

expressed in endothelial cells but down-regulated during angiogenesis and in several humantumors. BMC Cancer. 2004 Aug 4.4:43. [PubMed: 15294024]

219. Nickoloff BJ, Osborne BA, Miele L. Notch signaling as a therapeutic target in cancer: a new

approach to the development of cell fate modifying agents. Oncogene. 2003 Sep 29; 22(42):6598–6608. [PubMed: 14528285]

220. Hu T, Liu S, Breiter DR, Wang F, Tang Y, Sun S. Octamer 4 small interfering RNA results in

cancer stem cell-like cell apoptosis. Cancer Res. 2008 Aug 15; 68(16):6533–6540. [PubMed:18701476]

221. Von Hoff DD, LoRusso PM, Rudin CM, et al. Inhibition of the hedgehog pathway in advanced

basal-cell carcinoma. N Engl J Med. 2009 Sep 17; 361(12):1164–1172. [PubMed: 19726763]222. Luistro L, He W, Smith M, et al. Preclinical profile of a potent gamma-secretase inhibitor

targeting notch signaling with in vivo efficacy and pharmacodynamic properties. Cancer Res.2009 Oct 1; 69(19):7672–7680. [PubMed: 19773430]

223. Wei P, Walls M, Qiu M, et al. Evaluation of selective gamma-secretase inhibitor PF-03084014

for its antitumor efficacy and gastrointestinal safety to guide optimal clinical trial design. MolCancer Ther. 2010 Jun; 9(6):1618–1628. [PubMed: 20530712]

224. Sullivan JP, Spinola M, Dodge M, et al. Aldehyde dehydrogenase activity selects for lung

adenocarcinoma stem cells dependent on notch signaling. Cancer Res. 2010 Dec 1; 70(23):9937–9948. [PubMed: 21118965]

225. Sholl LM, Barletta JA, Yeap BY, Chirieac LR, Hornick JL. Sox2 protein expression is an

independent poor prognostic indicator in stage I lung adenocarcinoma. Am J Surg Pathol. 2010Aug; 34(8):1193–1198. [PubMed: 20631605]

226. Sholl LM, Long KB, Hornick JL. Sox2 expression in pulmonary non-small cell and

neuroendocrine carcinomas. Applied immunohistochemistry & molecular morphology : AIMM /official publication of the Society for Applied Immunohistochemistry. 2010 Jan; 18(1):55–61.227. Korpanty G, Smyth E, Sullivan LA, Brekken RA, Carney DN. Antiangiogenic therapy in lung

cancer: focus on vascular endothelial growth factor pathway. Experimental biology andmedicine. 2010 Jan; 235(1):3–9. [PubMed: 20404013]

228. Ferrara N. Vascular endothelial growth factor: basic science and clinical progress. Endocrine

reviews. 2004 Aug; 25(4):581–611. [PubMed: 15294883]

229. Stefanou D, Batistatou A, Arkoumani E, Ntzani E, Agnantis NJ. Expression of vascular

endothelial growth factor (VEGF) and association with microvessel density in small-cell andnon-small-cell lung carcinomas. Histol Histopathol. 2004 Jan; 19(1):37–42. [PubMed: 14702169]230. Kaya A, Ciledag A, Gulbay BE, et al. The prognostic significance of vascular endothelial growth

factor levels in sera of non-small cell lung cancer patients. Respir Med. 2004 Jul; 98(7):632–636.[PubMed: 15250229]

231. Dudek AZ, Mahaseth H. Circulating angiogenic cytokines in patients with advanced non-small

cell lung cancer: correlation with treatment response and survival. Cancer Invest. 2005; 23(3):193–200. [PubMed: 15945504]

232. Jantus-Lewintre E, Sanmartin E, Sirera R, et al. Combined VEGF-A and VEGFR-2

concentrations in plasma: Diagnostic and prognostic implications in patients with advancedNSCLC. Lung Cancer. 2011 Apr 7.

233. Hasani A, Leighl NB. Targeting vascular endothelial growth factor in lung cancer. J Thorac

Oncol. 2010 Dec; 5 Suppl 6(12):S484–S486. [PubMed: 21102250]

Clin Chest Med. Author manuscript; available in PMC 2012 December 01.

Larsen and MinnaNIH-PA Author ManuscriptNIH-PA Author ManuscriptNIH-PA Author ManuscriptPage 27

234. Sandler A, Gray R, Perry MC, et al. Paclitaxel-carboplatin alone or with bevacizumab for non-small-cell lung cancer. N Engl J Med. 2006 Dec 14; 355(24):2542–2550. [PubMed: 17167137]235. Yang JC, Haworth L, Sherry RM, et al. A randomized trial of bevacizumab, an anti-vascular

endothelial growth factor antibody, for metastatic renal cancer. N Engl J Med. 2003 Jul 31;349(5):427–434. [PubMed: 12890841]

236. Watson CJ, Webb NJ, Bottomley MJ, Brenchley PE. Identification of polymorphisms within the

vascular endothelial growth factor (VEGF) gene: correlation with variation in VEGF proteinproduction. Cytokine. 2000 Aug; 12(8):1232–1235. [PubMed: 10930302]

237. Heist RS, Zhai R, Liu G, et al. VEGF polymorphisms and survival in early-stage non-small-cell

lung cancer. J Clin Oncol. 2008 Feb 20; 26(6):856–862. [PubMed: 18281657]

238. Schneider BP, Radovich M, Sledge GW, et al. Association of polymorphisms of angiogenesis

genes with breast cancer. Breast Cancer Res Treat. 2008 Sep; 111(1):157–163. [PubMed:17891484]

239. Sautes-Fridman C, Cherfils-Vicini J, Damotte D, et al. Tumor microenvironment is multifaceted.

Cancer Metastasis Rev. 2011 Mar; 30(1):13–25. [PubMed: 21271351]

240. Paget S. The distribution of secondary growths in cancer of the breast. Lancet. 1889; 1:571–573.241. Schwartz DL, Powis G, Thitai-Kumar A, et al. The selective hypoxia inducible factor-1 inhibitor

PX-478 provides in vivo radiosensitization through tumor stromal effects. Mol Cancer Ther.2009 Apr; 8(4):947–958. [PubMed: 19372568]

242. Williams KJ, Telfer BA, Shannon AM, Babur M, Stratford IJ, Wedge SR. Combining

radiotherapy with AZD2171, a potent inhibitor of vascular endothelial growth factor signaling:pathophysiologic effects and therapeutic benefit. Mol Cancer Ther. 2007 Feb; 6(2):599–606.[PubMed: 17308057]

243. Thiery JP. Epithelial-mesenchymal transitions in tumour progression. Nat Rev Cancer. 2002 Jun;

2(6):442–454. [PubMed: 12189386]

244. Lee JM, Dedhar S, Kalluri R, Thompson EW. The epithelial-mesenchymal transition: new

insights in signaling, development, and disease. J Cell Biol. 2006 Mar 27; 172(7):973–981.[PubMed: 16567498]

245. Thiery JP, Acloque H, Huang RY, Nieto MA. Epithelial-mesenchymal transitions in development

and disease. Cell. 2009 Nov 25; 139(5):871–890. [PubMed: 19945376]

246. Mani SA, Guo W, Liao MJ, et al. The epithelial-mesenchymal transition generates cells with

properties of stem cells. Cell. 2008 May 16; 133(4):704–715. [PubMed: 18485877]

247. Chiou SH, Wang ML, Chou YT, et al. Coexpression of Oct4 and Nanog enhances malignancy in

lung adenocarcinoma by inducing cancer stem cell-like properties and epithelial-mesenchymaltransdifferentiation. Cancer Res. 2010 Dec 15; 70(24):10433–10444. [PubMed: 21159654]248. Wellner U, Schubert J, Burk UC, et al. The EMT-activator ZEB1 promotes tumorigenicity by

repressing stemness-inhibiting microRNAs. Nat Cell Biol. 2009 Dec; 11(12):1487–1495.[PubMed: 19935649]

249. Hung JJ, Yang MH, Hsu HS, Hsu WH, Liu JS, Wu KJ. Prognostic significance of hypoxia-inducible factor-1alpha, TWIST1 and Snail expression in resectable non-small cell lung cancer.Thorax. 2009 Dec; 64(12):1082–1089. [PubMed: 19778933]

250. Miura N, Yano T, Shoji F, et al. Clinicopathological significance of Sip1-associated epithelial

mesenchymal transition in non-small cell lung cancer progression. Anticancer Res. 2009 Oct;29(10):4099–4106. [PubMed: 19846957]

251. Soltermann A, Tischler V, Arbogast S, et al. Prognostic significance of epithelial-mesenchymal

and mesenchymal-epithelial transition protein expression in non-small cell lung cancer. ClinCancer Res. 2008 Nov 15; 14(22):7430–7437. [PubMed: 19010860]

252. Yauch RL, Januario T, Eberhard DA, et al. Epithelial versus mesenchymal phenotype determines

in vitro sensitivity and predicts clinical activity of erlotinib in lung cancer patients. Clin CancerRes. 2005 Dec 15; 11(24 Pt 1):8686–8698. [PubMed: 16361555]

253. Thomson S, Buck E, Petti F, et al. Epithelial to mesenchymal transition is a determinant of

sensitivity of non-small-cell lung carcinoma cell lines and xenografts to epidermal growth factorreceptor inhibition. Cancer Res. 2005 Oct 15; 65(20):9455–9462. [PubMed: 16230409]

Clin Chest Med. Author manuscript; available in PMC 2012 December 01.

Larsen and MinnaNIH-PA Author ManuscriptNIH-PA Author ManuscriptNIH-PA Author ManuscriptPage 28

254. Roy BC, Kohno T, Iwakawa R, et al. Involvement of LKB1 in epithelial-mesenchymal transition

(EMT) of human lung cancer cells. Lung Cancer. 2010 Nov; 70(2):136–145. [PubMed:20207041]

255. Dohadwala M, Yang SC, Luo J, et al. Cyclooxygenase-2-dependent regulation of E-cadherin:

prostaglandin E(2) induces transcriptional repressors ZEB1 and snail in non-small cell lungcancer. Cancer Res. 2006 May 15; 66(10):5338–5345. [PubMed: 16707460]

256. Krysan K, Lee JM, Dohadwala M, et al. Inflammation, epithelial to mesenchymal transition, and

epidermal growth factor receptor tyrosine kinase inhibitor resistance. J Thorac Oncol. 2008 Feb;3(2):107–110. [PubMed: 18303428]

257. Park SM, Gaur AB, Lengyel E, Peter ME. The miR-200 family determines the epithelial

phenotype of cancer cells by targeting the E-cadherin repressors ZEB1 and ZEB2. Genes Dev.2008 Apr 1; 22(7):894–907. [PubMed: 18381893]

258. Gregory PA, Bert AG, Paterson EL, et al. The miR-200 family and miR-205 regulate epithelial to

mesenchymal transition by targeting ZEB1 and SIP1. Nat Cell Biol. 2008 May; 10(5):593–601.[PubMed: 18376396]

259. Gibbons DL, Lin W, Creighton CJ, et al. Contextual extracellular cues promote tumor cell EMT

and metastasis by regulating miR-200 family expression. Genes Dev. 2009 Sep 15; 23(18):2140–2151. [PubMed: 19759262]

260. Tellez CS, Juri DE, Do K, et al. EMT and Stem Cell-Like Properties Associated with miR-205

and miR-200 Epigenetic Silencing Are Early Manifestations during Carcinogen-Induced

Transformation of Human Lung Epithelial Cells. Cancer Res. 2011 Apr 15; 71(8):3087–3097.[PubMed: 21363915]

261. Albanell J, Lonardo F, Rusch V, et al. High telomerase activity in primary lung cancers:

association with increased cell proliferation rates and advanced pathologic stage. J Natl CancerInst. 1997 Nov 5; 89(21):1609–1615. [PubMed: 9362159]

262. Hiyama K, Hiyama E, Ishioka S, et al. Telomerase activity in small-cell and non-small-cell lung

cancers. J Natl Cancer Inst. 1995 Jun 21; 87(12):895–902. [PubMed: 7666478]

263. Frias C, Garcia-Aranda C, De Juan C, et al. Telomere shortening is associated with poor

prognosis and telomerase activity correlates with DNA repair impairment in non-small cell lungcancer. Lung Cancer. 2008 Jun; 60(3):416–425. [PubMed: 18077053]

264. Shay JW, Wright WE. Telomerase activity in human cancer. Curr Opin Oncol. 1996 Jan; 8(1):66–

71. [PubMed: 8868103]

265. Ouellette MM, Wright WE, Shay JW. Targeting Telomerase-Expressing Cancer Cells. J Cell Mol

Med. 2011 Feb 18.

266. Molckovsky A, Siu LL. First-in-class, first-in-human phase I results of targeted agents: highlights

of the 2008 American society of clinical oncology meeting. Journal of hematology & oncology.2008; 1:20. [PubMed: 18959794]

267. Vonderheide RH, Hahn WC, Schultze JL, Nadler LM. The telomerase catalytic subunit is a

widely expressed tumor-associated antigen recognized by cytotoxic T lymphocytes. Immunity.1999 Jun; 10(6):673–679. [PubMed: 10403642]

268. Vonderheide RH. Telomerase as a universal tumor-associated antigen for cancer immunotherapy.

Oncogene. 2002 Jan 21; 21(4):674–679. [PubMed: 11850795]

269. Bird A. DNA methylation patterns and epigenetic memory. Genes Dev. 2002 Jan 1; 16(1):6–21.

[PubMed: 11782440]

270. Baylin SB, Esteller M, Rountree MR, Bachman KE, Schuebel K, Herman JG. Aberrant patterns

of DNA methylation, chromatin formation and gene expression in cancer. Hum Mol Genet. 2001Apr; 10(7):687–692. [PubMed: 11257100]

271. Kim H, Kwon YM, Kim JS, et al. Tumor-specific methylation in bronchial lavage for the early

detection of non-small-cell lung cancer. J Clin Oncol. 2004 Jun 15; 22(12):2363–2370. [PubMed:15197197]

272. Liu Y, Lan Q, Siegfried JM, Luketich JD, Keohavong P. Aberrant promoter methylation of p16

and MGMT genes in lung tumors from smoking and never-smoking lung cancer patients.Neoplasia. 2006 Jan; 8(1):46–51. [PubMed: 16533425]

Clin Chest Med. Author manuscript; available in PMC 2012 December 01.

Larsen and MinnaNIH-PA Author ManuscriptNIH-PA Author ManuscriptNIH-PA Author ManuscriptPage 29

273. Vaissiere T, Hung RJ, Zaridze D, et al. Quantitative analysis of DNA methylation profiles in lung

cancer identifies aberrant DNA methylation of specific genes and its association with gender andcancer risk factors. Cancer Res. 2009 Jan 1; 69(1):243–252. [PubMed: 19118009]

274. Buckingham L, Penfield Faber L, Kim A, et al. PTEN, RASSF1 and DAPK site-specific

hypermethylation and outcome in surgically treated stage I and II nonsmall cell lung cancerpatients. Int J Cancer. 2010 Apr 1; 126(7):1630–1639. [PubMed: 19795445]

275. Kaira K, Sunaga N, Tomizawa Y, et al. Epigenetic inactivation of the RAS-effector gene

RASSF2 in lung cancers. Int J Oncol. 2007 Jul; 31(1):169–173. [PubMed: 17549418]

276. Bibikova M, Lin Z, Zhou L, et al. High-throughput DNA methylation profiling using universal

bead arrays. Genome Res. 2006 Mar; 16(3):383–393. [PubMed: 16449502]

277. Christensen BC, Marsit CJ, Houseman EA, et al. Differentiation of lung adenocarcinoma, pleural

mesothelioma, and nonmalignant pulmonary tissues using DNA methylation profiles. CancerRes. 2009 Aug 1; 69(15):6315–6321. [PubMed: 19638575]

278. Rauch TA, Zhong X, Wu X, et al. High-resolution mapping of DNA hypermethylation and

hypomethylation in lung cancer. Proc Natl Acad Sci U S A. 2008 Jan 8; 105(1):252–257.[PubMed: 18162535]

279. Dai Z, Lakshmanan RR, Zhu WG, et al. Global methylation profiling of lung cancer identifies

novel methylated genes. Neoplasia. 2001 Jul-Aug;3(4):314–323. [PubMed: 11571631]

280. Brena RM, Morrison C, Liyanarachchi S, et al. Aberrant DNA methylation of OLIG1, a novel

prognostic factor in non-small cell lung cancer. PLoS Med. 2007 Mar 27.4(3):e108. [PubMed:17388669]

281. Kim EH, Park AK, Dong SM, Ahn JH, Park WY. Global analysis of CpG methylation reveals

epigenetic control of the radiosensitivity in lung cancer cell lines. Oncogene. 2010 Jun 7.282. Shames DS, Girard L, Gao B, et al. A genome-wide screen for promoter methylation in lung

cancer identifies novel methylation markers for multiple malignancies. PLoS Med. 2006 Dec.3(12):e486. [PubMed: 17194187]

283. Zhong S, Fields CR, Su N, Pan YX, Robertson KD. Pharmacologic inhibition of epigenetic

modifications, coupled with gene expression profiling, reveals novel targets of aberrant DNAmethylation and histone deacetylation in lung cancer. Oncogene. 2007 Apr 19; 26(18):2621–2634. [PubMed: 17043644]

284. Pfeifer GP, Rauch TA. DNA methylation patterns in lung carcinomas. Semin Cancer Biol. 2009

Jun; 19(3):181–187. [PubMed: 19429482]

285. Suzuki H, Gabrielson E, Chen W, et al. A genomic screen for genes upregulated by

demethylation and histone deacetylase inhibition in human colorectal cancer. Nat Genet. 2002Jun; 31(2):141–149. [PubMed: 11992124]

286. Suzuki M, Yoshino I. Aberrant methylation in non-small cell lung cancer. Surgery today. 2010

Jul; 40(7):602–607. [PubMed: 20582509]

287. Heller G, Zielinski CC, Zochbauer-Muller S. Lung cancer: from single-gene methylation to

methylome profiling. Cancer Metastasis Rev. 2010 Mar; 29(1):95–107. [PubMed: 20099008]288. Kim DS, Kim MJ, Lee JY, Kim YZ, Kim EJ, Park JY. Aberrant methylation of E-cadherin and

H-cadherin genes in nonsmall cell lung cancer and its relation to clinicopathologic features.Cancer. 2007 Dec 15; 110(12):2785–2792. [PubMed: 17960794]

289. Gu J, Berman D, Lu C, et al. Aberrant promoter methylation profile and association with survival

in patients with non-small cell lung cancer. Clin Cancer Res. 2006 Dec 15; 12(24):7329–7338.[PubMed: 17189404]

290. Ota N, Kawakami K, Okuda T, et al. Prognostic significance of p16(INK4a) hypermethylation in

non-small cell lung cancer is evident by quantitative DNA methylation analysis. Anticancer Res.2006 Sep-Oct;26(5B):3729–3732. [PubMed: 17094392]

291. Kim JS, Kim JW, Han J, Shim YM, Park J, Kim DH. Cohypermethylation of p16 and FHIT

promoters as a prognostic factor of recurrence in surgically resected stage I non-small cell lungcancer. Cancer Res. 2006 Apr 15; 66(8):4049–4054. [PubMed: 16618724]

292. Wang J, Lee JJ, Wang L, et al. Value of p16INK4a and RASSF1A promoter hypermethylation in

prognosis of patients with resectable non-small cell lung cancer. Clin Cancer Res. 2004 Sep 15;10(18 Pt 1):6119–6125. [PubMed: 15447998]

Clin Chest Med. Author manuscript; available in PMC 2012 December 01.

Larsen and MinnaNIH-PA Author ManuscriptNIH-PA Author ManuscriptNIH-PA Author ManuscriptPage 30

293. Maruyama R, Toyooka S, Toyooka KO, et al. Aberrant promoter methylation profile of bladder

cancer and its relationship to clinicopathological features. Cancer Res. 2001 Dec 15; 61(24):8659–8663. [PubMed: 11751381]

294. Usadel H, Brabender J, Danenberg KD, et al. Quantitative adenomatous polyposis coli promoter

methylation analysis in tumor tissue, serum, and plasma DNA of patients with lung cancer.Cancer Res. 2002 Jan 15; 62(2):371–375. [PubMed: 11809682]

295. Brabender J, Usadel H, Danenberg KD, et al. Adenomatous polyposis coli gene promoter

hypermethylation in non-small cell lung cancer is associated with survival. Oncogene. 2001 Jun14; 20(27):3528–3532. [PubMed: 11429699]

296. Kim DH, Nelson HH, Wiencke JK, et al. p16(INK4a) and histology-specific methylation of CpG

islands by exposure to tobacco smoke in non-small cell lung cancer. Cancer Res. 2001 Apr 15;61(8):3419–3424. [PubMed: 11309302]

297. Burbee DG, Forgacs E, Zochbauer-Muller S, et al. Epigenetic inactivation of RASSF1A in lung

and breast cancers and malignant phenotype suppression. J Natl Cancer Inst. 2001 May 2; 93(9):691–699. [PubMed: 11333291]

298. Tang X, Khuri FR, Lee JJ, et al. Hypermethylation of the death-associated protein (DAP) kinase

promoter and aggressiveness in stage I non-small-cell lung cancer. J Natl Cancer Inst. 2000 Sep20; 92(18):1511–1516. [PubMed: 10995806]

299. Lu C, Soria JC, Tang X, et al. Prognostic factors in resected stage I non-small-cell lung cancer: a

multivariate analysis of six molecular markers. J Clin Oncol. 2004 Nov 15; 22(22):4575–4583.[PubMed: 15542809]

300. Kim DH, Kim JS, Ji YI, et al. Hypermethylation of RASSF1A promoter is associated with the age

at starting smoking and a poor prognosis in primary non-small cell lung cancer. Cancer Res.2003 Jul 1; 63(13):3743–3746. [PubMed: 12839968]

301. Tomizawa Y, Kohno T, Kondo H, et al. Clinicopathological significance of epigenetic

inactivation of RASSF1A at 3p21.3 in stage I lung adenocarcinoma. Clin Cancer Res. 2002 Jul;8(7):2362–2368. [PubMed: 12114441]

302. Toyooka S, Suzuki M, Maruyama R, et al. The relationship between aberrant methylation and

survival in non-small-cell lung cancers. Br J Cancer. 2004 Aug 16; 91(4):771–774. [PubMed:15266335]

303. Rhee I, Jair KW, Yen RW, et al. CpG methylation is maintained in human cancer cells lacking

DNMT1. Nature. 2000 Apr 27; 404(6781):1003–1007. [PubMed: 10801130]

304. Ramalingam SS. Histone deacetylase, proteasome, and heat shock protein inhibitors for the

treatment of lung cancer. J Thorac Oncol. 2010 Dec; 5 Suppl 6(12):S458–S460. [PubMed:21102238]

305. Mukhopadhyay NK, Weisberg E, Gilchrist D, Bueno R, Sugarbaker DJ, Jaklitsch MT.

Effectiveness of trichostatin A as a potential candidate for anticancer therapy in non-small-celllung cancer. The Annals of thoracic surgery. 2006 Mar; 81(3):1034–1042. [PubMed: 16488717]306. Metzler M, Wilda M, Busch K, Viehmann S, Borkhardt A. High expression of precursor

microRNA-155/BIC RNA in children with Burkitt lymphoma. Genes Chromosomes Cancer.2004 Feb; 39(2):167–169. [PubMed: 14695998]

307. Michael MZ, SM OC, van Holst Pellekaan NG, Young GP, James RJ. Reduced accumulation of

specific microRNAs in colorectal neoplasia. Mol Cancer Res. 2003 Oct; 1(12):882–891.[PubMed: 14573789]

308. Calin GA, Dumitru CD, Shimizu M, et al. Frequent deletions and down-regulation of micro-RNA genes miR15 and miR16 at 13q14 in chronic lymphocytic leukemia. Proc Natl Acad Sci US A. 2002 Nov 26; 99(24):15524–15529. [PubMed: 12434020]

309. Eis PS, Tam W, Sun L, et al. Accumulation of miR-155 and BIC RNA in human B cell

lymphomas. Proc Natl Acad Sci U S A. 2005 Mar 8; 102(10):3627–3632. [PubMed: 15738415]310. He L, Thomson JM, Hemann MT, et al. A microRNA polycistron as a potential human oncogene.

Nature. 2005 Jun 9; 435(7043):828–833. [PubMed: 15944707]

311. Ota A, Tagawa H, Karnan S, et al. Identification and characterization of a novel gene, C13orf25,

as a target for 13q31–q32 amplification in malignant lymphoma. Cancer Res. 2004 May 1; 64(9):3087–3095. [PubMed: 15126345]

Clin Chest Med. Author manuscript; available in PMC 2012 December 01.

Larsen and MinnaNIH-PA Author ManuscriptNIH-PA Author ManuscriptNIH-PA Author ManuscriptPage 31

312. Voorhoeve PM, le Sage C, Schrier M, et al. A genetic screen implicates miRNA-372 and

miRNA-373 as oncogenes in testicular germ cell tumors. Cell. 2006 Mar 24; 124(6):1169–1181.[PubMed: 16564011]

313. Takamizawa J, Konishi H, Yanagisawa K, et al. Reduced expression of the let-7 microRNAs in

human lung cancers in association with shortened postoperative survival. Cancer Res. 2004 Jun1; 64(11):3753–3756. [PubMed: 15172979]

314. Hayashita Y, Osada H, Tatematsu Y, et al. A polycistronic microRNA cluster, miR-17-92, is

overexpressed in human lung cancers and enhances cell proliferation. Cancer Res. 2005 Nov 1;65(21):9628–9632. [PubMed: 16266980]

315. O'Donnell KA, Wentzel EA, Zeller KI, Dang CV, Mendell JT. c-Myc-regulated microRNAs

modulate E2F1 expression. Nature. 2005 Jun 9; 435(7043):839–843. [PubMed: 15944709]316. Esquela-Kerscher A, Slack FJ. Oncomirs - microRNAs with a role in cancer. Nat Rev Cancer.

2006 Apr; 6(4):259–269. [PubMed: 16557279]

317. Yu SL, Chen HY, Chang GC, et al. MicroRNA signature predicts survival and relapse in lung

cancer. Cancer Cell. 2008 Jan; 13(1):48–57. [PubMed: 18167339]

318. Yanaihara N, Caplen N, Bowman E, et al. Unique microRNA molecular profiles in lung cancer

diagnosis and prognosis. Cancer Cell. 2006 Mar; 9(3):189–198. [PubMed: 16530703]

319. Fabbri M, Garzon R, Cimmino A, et al. MicroRNA-29 family reverts aberrant methylation in

lung cancer by targeting DNA methyltransferases 3A and 3B. Proc Natl Acad Sci U S A. 2007Oct 2; 104(40):15805–15810. [PubMed: 17890317]

320. Crawford M, Brawner E, Batte K, et al. MicroRNA-126 inhibits invasion in non-small cell lung

carcinoma cell lines. Biochem Biophys Res Commun. 2008 Sep 5; 373(4):607–612. [PubMed:18602365]

321. Nasser MW, Datta J, Nuovo G, et al. Downregulation of microRNA-1 (miR-1) in lung cancer:

Suppression of tumorigenic property of lung cancer cells and their sensitization to doxorubicininduced apoptosis bymiR-1. J Biol Chem. 2008 Sep 25.

322. Weiss GJ, Bemis LT, Nakajima E, et al. EGFR regulation by microRNA in lung cancer:

correlation with clinical response and survival to gefitinib and EGFR expression in cell lines.Ann Oncol. 2008 Jun; 19(6):1053–1059. [PubMed: 18304967]

323. Markou A, Tsaroucha EG, Kaklamanis L, Fotinou M, Georgoulias V, Lianidou ES. Prognostic

Value of Mature MicroRNA-21 and MicroRNA-205 Overexpression in Non-Small Cell LungCancer by Quantitative Real-Time RT-PCR. Clin Chem. 2008 Aug 21.

324. Garofalo M, Quintavalle C, Di Leva G, et al. MicroRNA signatures of TRAIL resistance in

human non-small cell lung cancer. Oncogene. 2008 Jun 19; 27(27):3845–3855. [PubMed:18246122]

325. Volinia S, Calin GA, Liu CG, et al. A microRNA expression signature of human solid tumors

defines cancer gene targets. Proc Natl Acad Sci U S A. 2006 Feb 14; 103(7):2257–2261.[PubMed: 16461460]

326. Raponi M, Dossey L, Jatkoe T, et al. MicroRNA classifiers for predicting prognosis of squamous

cell lung cancer. Cancer Res. 2009 Jul 15; 69(14):5776–5783. [PubMed: 19584273]

327. Seike M, Goto A, Okano T, et al. MiR-21 is an EGFR-regulated anti-apoptotic factor in lung

cancer in never-smokers. Proc Natl Acad Sci U S A. 2009 Jul 21; 106(29):12085–12090.[PubMed: 19597153]

328. Du L, Schageman JJ, Subauste MC, et al. miR-93, miR-98, and miR-197 Regulate Expression of

Tumor Suppressor Gene FUS1. Mol Cancer Res. 2009 Aug 11.

329. Du L, Pertsemlidis A. microRNAs and lung cancer: tumors and 22-mers. Cancer Metastasis Rev.

2010 Mar; 29(1):109–122. [PubMed: 20130964]

330. Johnson SM, Grosshans H, Shingara J, et al. RAS is regulated by the let-7 microRNA family.

Cell. 2005 Mar 11; 120(5):635–647. [PubMed: 15766527]

331. Lee YS, Dutta A. The tumor suppressor microRNA let-7 represses the HMGA2 oncogene. Genes

Dev. 2007 May 1; 21(9):1025–1030. [PubMed: 17437991]

332. Osada H, Takahashi T. let-7 and miR-17-92: small-sized major players in lung cancer

development. Cancer Sci. 2011 Jan; 102(1):9–17. [PubMed: 20735434]

Clin Chest Med. Author manuscript; available in PMC 2012 December 01.

Larsen and MinnaNIH-PA Author ManuscriptNIH-PA Author ManuscriptNIH-PA Author ManuscriptPage 32

333. Mayr C, Hemann MT, Bartel DP. Disrupting the pairing between let-7 and Hmga2 enhances

oncogenic transformation. Science. 2007 Mar 16; 315(5818):1576–1579. [PubMed: 17322030]334. Johnson CD, Esquela-Kerscher A, Stefani G, et al. The let-7 microRNA represses cell

proliferation pathways in human cells. Cancer Res. 2007 Aug 15; 67(16):7713–7722. [PubMed:17699775]

335. Esquela-Kerscher A, Trang P, Wiggins JF, et al. The let-7 microRNA reduces tumor growth in

mouse models of lung cancer. Cell Cycle. 2008 Mar 15; 7(6):759–764. [PubMed: 18344688]336. Kumar MS, Erkeland SJ, Pester RE, et al. Suppression of non-small cell lung tumor development

by the let-7 microRNA family. Proc Natl Acad Sci U S A. 2008 Mar 11; 105(10):3903–3908.[PubMed: 18308936]

337. Wang Z, Chen Z, Gao Y, et al. DNA hypermethylation of microRNA-34b/c has prognostic value

for stage non-small cell lung cancer. Cancer Biol Ther. 2011 Mar 1; 11(5):490–496. [PubMed:21383543]

338. Gallardo E, Navarro A, Vinolas N, et al. miR-34a as a prognostic marker of relapse in surgically

resected non-small-cell lung cancer. Carcinogenesis. 2009 Nov; 30(11):1903–1909. [PubMed:19736307]

339. Donnem T, Eklo K, Berg T, et al. Prognostic impact of MiR-155 in non-small cell lung cancer

evaluated by in situ hybridization. Journal of translational medicine. 2011; 9:6. [PubMed:21219656]

340. Saito M, Schetter AJ, Mollerup S, et al. The association of microRNA expression with prognosis

and progression in early-stage, non-small cell lung adenocarcinoma: a retrospective analysis ofthree cohorts. Clin Cancer Res. 2011 Apr 1; 17(7):1875–1882. [PubMed: 21350005]

341. Ma L, Reinhardt F, Pan E, et al. Therapeutic silencing of miR-10b inhibits metastasis in a mouse

mammary tumor model. Nat Biotechnol. 2010 Apr; 28(4):341–347. [PubMed: 20351690]342. Mercatelli N, Coppola V, Bonci D, et al. The inhibition of the highly expressed miR-221 and

miR-222 impairs the growth of prostate carcinoma xenografts in mice. PLoS One. 2008;3(12):e4029. [PubMed: 19107213]

343. Felicetti F, Errico MC, Bottero L, et al. The promyelocytic leukemia zinc finger-microRNA-221/-222 pathway controls melanoma progression through multiple oncogenicmechanisms. Cancer Res. 2008 Apr 15; 68(8):2745–2754. [PubMed: 18417445]

344. Wickramasinghe NS, Manavalan TT, Dougherty SM, Riggs KA, Li Y, Klinge CM. Estradiol

downregulates miR-21 expression and increases miR-21 target gene expression in MCF-7 breastcancer cells. Nucleic Acids Res. 2009 May; 37(8):2584–2595. [PubMed: 19264808]

345. Yang Y, Chaerkady R, Beer MA, Mendell JT, Pandey A. Identification of miR-21 targets in

breast cancer cells using a quantitative proteomic approach. Proteomics. 2009 Mar; 9(5):1374–1384. [PubMed: 19253296]

346. Si ML, Zhu S, Wu H, Lu Z, Wu F, Mo YY. miR-21-mediated tumor growth. Oncogene. 2007

Apr 26; 26(19):2799–2803. [PubMed: 17072344]

347. Lebanony D, Benjamin H, Gilad S, et al. Diagnostic assay based on hsa-miR-205 expression

distinguishes squamous from nonsquamous non-small-cell lung carcinoma. J Clin Oncol. 2009Apr 20; 27(12):2030–2037. [PubMed: 19273703]

348. Liang Y. An expression meta-analysis of predicted microRNA targets identifies a diagnostic

signature for lung cancer. BMC medical genomics. 2008; 1:61. [PubMed: 19087325]

349. Chen X, Hu Z, Wang W, et al. Identification of ten serum microRNAs from a genome-wide

serum microRNA expression profile as novel non-invasive biomarkers for non-small cell lungcancer diagnosis. Int J Cancer. 2011 May 9.

350. Wei J, Gao W, Zhu CJ, et al. Identification of plasma microRNA-21 as a biomarker for early

detection and chemosensitivity of non-small cell lung cancer. Chinese journal of cancer. 2011Jun; 30(6):407–414. [PubMed: 21627863]

351. Yu L, Todd NW, Xing L, et al. Early detection of lung adenocarcinoma in sputum by a panel of

microRNA markers. Int J Cancer. 2010 Dec 15; 127(12):2870–2878. [PubMed: 21351266]352. Weidhaas JB, Babar I, Nallur SM, et al. MicroRNAs as potential agents to alter resistance to

cytotoxic anticancer therapy. Cancer Res. 2007 Dec 1; 67(23):11111–11116. [PubMed:18056433]

Clin Chest Med. Author manuscript; available in PMC 2012 December 01.

Larsen and MinnaNIH-PA Author ManuscriptNIH-PA Author ManuscriptNIH-PA Author ManuscriptPage 33

353. Rupaimoole R, Han HD, Lopez-Berestein G, Sood AK. MicroRNA therapeutics: principles,

expectations, and challenges. Chinese journal of cancer. 2011 Jun; 30(6):368–370. [PubMed:21627858]

354. Nana-Sinkam SP, Croce CM. MicroRNA dysregulation in cancer: opportunities for the

development of microRNA-based drugs. IDrugs : the investigational drugs journal. 2010 Dec;13(12):843–846. [PubMed: 21154140]

355. Anguiano A, Nevins JR, Potti A. Toward the individualization of lung cancer therapy. Cancer.

2008 Oct 1; 113 Suppl(7):1760–1767. [PubMed: 18800387]

356. Xie Y, Minna JD. Predicting the future for people with lung cancer. Nat Med. 2008 Aug; 14(8):

812–813. [PubMed: 18685594]

357. Sriram KB, Larsen JE, Yang IA, Bowman RV, Fong KM. Genomic medicine in non-small cell

lung cancer: paving the path to personalized care. Respirology. 2011 Feb; 16(2):257–263.[PubMed: 21044232]

358. Shedden K, Taylor JM, Enkemann SA, et al. Gene expression-based survival prediction in lung

adenocarcinoma: a multi-site, blinded validation study. Nat Med. 2008 Aug; 14(8):822–827.[PubMed: 18641660]

359. Subramanian J, Simon R. Gene expression-based prognostic signatures in lung cancer: ready for

clinical use? J Natl Cancer Inst. 2010 Apr 7; 102(7):464–474. [PubMed: 20233996]

360. Jeong Y, Xie Y, Xiao G, et al. Nuclear receptor expression defines a set of prognostic biomarkers

for lung cancer. PLoS Med. 2010; 7(12):e1000378. [PubMed: 21179495]

361. Paik S, Shak S, Tang G, et al. A multigene assay to predict recurrence of tamoxifen-treated, node-negative breast cancer. N Engl J Med. 2004 Dec 30; 351(27):2817–2826. [PubMed: 15591335]362. Meyerson M, Gabriel S, Getz G. Advances in understanding cancer genomes through second-generation sequencing. Nat Rev Genet. 2010 Oct; 11(10):685–696. [PubMed: 20847746]

363. Kan Z, Jaiswal BS, Stinson J, et al. Diverse somatic mutation patterns and pathway alterations in

human cancers. Nature. 2010 Aug 12; 466(7308):869–873. [PubMed: 20668451]

364. Whitehurst AW, Bodemann BO, Cardenas J, et al. Synthetic lethal screen identification of

chemosensitizer loci in cancer cells. Nature. 2007 Apr 12; 446(7137):815–819. [PubMed:17429401]

365. Vicent S, Chen R, Sayles LC, et al. Wilms tumor 1 (WT1) regulates KRAS-driven oncogenesis

and senescence in mouse and human models. J Clin Invest. 2010 Nov 1; 120(11):3940–3952.[PubMed: 20972333]

366. Duex JE, Sorkin A. RNA interference screen identifies Usp18 as a regulator of epidermal growth

factor receptor synthesis. Mol Biol Cell. 2009 Mar; 20(6):1833–1844. [PubMed: 19158387]367. Yamanaka S, Gu Z, Sato M, et al. siRNA targeting against EGFR, a promising candidate for a

novel therapeutic application to lung adenocarcinoma. Pathobiology. 2008; 75(1):2–8. [PubMed:18334834]

368. Lara R, Mauri FA, Taylor H, et al. An siRNA screen identifies RSK1 as a key modulator of lung

cancer metastasis. Oncogene. 2011 Mar 21.

369. Lundberg AS, Randell SH, Stewart SA, et al. Immortalization and transformation of primary

human airway epithelial cells by gene transfer. Oncogene. 2002 Jul 4; 21(29):4577–4586.[PubMed: 12085236]

370. Ramirez RD, Sheridan S, Girard L, et al. Immortalization of human bronchial epithelial cells in

the absence of viral oncoproteins. Cancer Res. 2004 Dec 15; 64(24):9027–9034. [PubMed:15604268]

371. Sato M, Vaughan MB, Girard L, et al. Multiple oncogenic changes (K-RAS(V12), p53

knockdown, mutant EGFRs, p16 bypass, telomerase) are not sufficient to confer a full malignantphenotype on human bronchial epithelial cells. Cancer Res. 2006 Feb 15; 66(4):2116–2128.[PubMed: 16489012]

372. Sasai K, Sukezane T, Yanagita E, et al. Oncogene-mediated human lung epithelial cell

transformation produces adenocarcinoma phenotypes in vivo. Cancer Res. 2011 Apr 1; 71(7):2541–2549. [PubMed: 21447735]

Clin Chest Med. Author manuscript; available in PMC 2012 December 01.

Larsen and MinnaNIH-PA Author ManuscriptNIH-PA Author ManuscriptNIH-PA Author ManuscriptPage 34

373. Fisher GH, Wellen SL, Klimstra D, et al. Induction and apoptotic regression of lung

adenocarcinomas by regulation of a K-Ras transgene in the presence and absence of tumorsuppressor genes. Genes Dev. 2001 Dec 15; 15(24):3249–3262. [PubMed: 11751631]

374. Politi K, Pao W. How genetically engineered mouse tumor models provide insights into human

cancers. J Clin Oncol. 2011 Jun 1; 29(16):2273–2281. [PubMed: 21263096]

375. Brough R, Frankum JR, Costa-Cabral S, Lord CJ, Ashworth A. Searching for synthetic lethality

in cancer. Curr Opin Genet Dev. 2011 Feb; 21(1):34–41. [PubMed: 21255997]

376. Rehman FL, Lord CJ, Ashworth A. Synthetic lethal approaches to breast cancer therapy. Nature

reviews. Clinical oncology. 2010 Dec; 7(12):718–724.

377. Kobayashi S, Boggon TJ, Dayaram T, et al. EGFR mutation and resistance of non-small-cell lung

cancer to gefitinib. N Engl J Med. 2005 Feb 24; 352(8):786–792. [PubMed: 15728811]

378. Balak MN, Gong Y, Riely GJ, et al. Novel D761Y and common secondary T790M mutations in

epidermal growth factor receptor-mutant lung adenocarcinomas with acquired resistance tokinase inhibitors. Clin Cancer Res. 2006 Nov 1; 12(21):6494–6501. [PubMed: 17085664]

379. Kosaka T, Yatabe Y, Endoh H, et al. Analysis of epidermal growth factor receptor gene mutation

in patients with non-small cell lung cancer and acquired resistance to gefitinib. Clin Cancer Res.2006 Oct 1; 12(19):5764–5769. [PubMed: 17020982]

380. Kwak EL, Sordella R, Bell DW, et al. Irreversible inhibitors of the EGF receptor may circumvent

acquired resistance to gefitinib. Proc Natl Acad Sci U S A. 2005 May 24; 102(21):7665–7670.[PubMed: 15897464]

381. Kosaka T, Yatabe Y, Endoh H, Kuwano H, Takahashi T, Mitsudomi T. Mutations of the

epidermal growth factor receptor gene in lung cancer: biological and clinical implications.Cancer Res. 2004 Dec 15; 64(24):8919–8923. [PubMed: 15604253]

382. Mitsudomi T, Kosaka T, Yatabe Y. Biological and clinical implications of EGFR mutations in

lung cancer. Int J Clin Oncol. 2006 Jun; 11(3):190–198. [PubMed: 16850125]

383. Mascaux C, Iannino N, Martin B, et al. The role of RAS oncogene in survival of patients with

lung cancer: a systematic review of the literature with meta-analysis. Br J Cancer. 2005 Jan 17;92(1):131–139. [PubMed: 15597105]

384. Shields JM, Pruitt K, McFall A, Shaub A, Der CJ. Understanding Ras: ' it ain't over 'til it's over'.

Trends Cell Biol. 2000 Apr; 10(4):147–154. [PubMed: 10740269]

385. Harris TJ, McCormick F. The molecular pathology of cancer. Nature reviews. Clinical oncology.

2010 May; 7(5):251–265.

386. Kawano O, Sasaki H, Endo K, et al. PIK3CA mutation status in Japanese lung cancer patients.

Lung Cancer. 2006 Nov; 54(2):209–215. [PubMed: 16930767]

387. Yamamoto H, Shigematsu H, Nomura M, et al. PIK3CA mutations and copy number gains in

human lung cancers. Cancer Res. 2008 Sep 1; 68(17):6913–6921. [PubMed: 18757405]

388. Guertin DA, Sabatini DM. Defining the role of mTOR in cancer. Cancer Cell. 2007 Jul; 12(1):9–

22. [PubMed: 17613433]

389. Maehama T, Dixon JE. The tumor suppressor, PTEN/MMAC1, dephosphorylates the lipid second

messenger, phosphatidylinositol 3,4,5-trisphosphate. J Biol Chem. 1998 May 29; 273(22):13375–13378. [PubMed: 9593664]

390. Soria JC, Lee HY, Lee JI, et al. Lack of PTEN expression in non-small cell lung cancer could be

related to promoter methylation. Clin Cancer Res. 2002 May; 8(5):1178–1184. [PubMed:12006535]

391. Marsit CJ, Zheng S, Aldape K, et al. PTEN expression in non-small-cell lung cancer: evaluating

its relation to tumor characteristics, allelic loss, and epigenetic alteration. Hum Pathol. 2005 Jul;36(7):768–776. [PubMed: 16084946]

392. Higashiyama M, Doi O, Kodama K, et al. MDM2 gene amplification and expression in non-small-cell lung cancer: immunohistochemical expression of its protein is a favourable prognosticmarker in patients without p53 protein accumulation. Br J Cancer. 1997; 75(9):1302–1308.[PubMed: 9155050]

393. Gazzeri S, Della Valle V, Chaussade L, Brambilla C, Larsen CJ, Brambilla E. The human

p19ARF protein encoded by the beta transcript of the p16INK4a gene is frequently lost in smallcell lung cancer. Cancer Res. 1998 Sep 1; 58(17):3926–3931. [PubMed: 9731504]

Clin Chest Med. Author manuscript; available in PMC 2012 December 01.

Larsen and MinnaNIH-PA Author ManuscriptNIH-PA Author ManuscriptNIH-PA Author ManuscriptPage 35

394. Vonlanthen S, Heighway J, Tschan MP, et al. Expression of p16INK4a/p16alpha and p19ARF/

p16beta is frequently altered in non-small cell lung cancer and correlates with p53overexpression. Oncogene. 1998 Nov 26; 17(21):2779–2785. [PubMed: 9840942]

395. Ohtani N, Yamakoshi K, Takahashi A, Hara E. The p16INK4a-RB pathway: molecular link

between cellular senescence and tumor suppression. J Med Invest. 2004 Aug; 51(3–4):146–153.[PubMed: 15460900]

396. Reissmann PT, Koga H, Takahashi R, et al. Inactivation of the retinoblastoma susceptibility gene

in non-small-cell lung cancer. The Lung Cancer Study Group. Oncogene. 1993 Jul; 8(7):1913–1919. [PubMed: 8390038]

397. Merlo A, Gabrielson E, Askin F, Sidransky D. Frequent loss of chromosome 9 in human primary

non-small cell lung cancer. Cancer Res. 1994 Feb 1; 54(3):640–642. [PubMed: 8306323]

398. Brambilla E, Moro D, Gazzeri S, Brambilla C. Alterations of expression of Rb, p16(INK4A) and

cyclin D1 in non-small cell lung carcinoma and their clinical significance. J Pathol. 1999 Aug;188(4):351–360. [PubMed: 10440744]

399. Sato M, Takahashi K, Nagayama K, et al. Identification of chromosome arm 9p as the most

frequent target of homozygous deletions in lung cancer. Genes Chromosomes Cancer. 2005 Dec;44(4):405–414. [PubMed: 16114034]

400. Esteller M. Cancer epigenetics: DNA methylation and chromatin alterations in human cancer.

Adv Exp Med Biol. 2003; 532:39–49. [PubMed: 12908548]

401. Kotake Y, Cao R, Viatour P, Sage J, Zhang Y, Xiong Y. pRB family proteins are required for

H3K27 trimethylation and Polycomb repression complexes binding to and silencingp16INK4alpha tumor suppressor gene. Genes Dev. 2007 Jan 1; 21(1):49–54. [PubMed:17210787]

402. Sun S, Schiller JH, Spinola M, Minna JD. New molecularly targeted therapies for lung cancer. J

Clin Invest. 2007 Oct; 117(10):2740–2750. [PubMed: 17909619]

403. Larsen, JE.; Spinola, M.; Gazdar, AF.; Minna, JD. An overview of the molecular biology of lung

cancer. In: Pass, HI.; Carbone, DP.; Johnson, DH.; Minna, JD.; Scagliotti, GV.; Turrisi, AT.,editors. Principles and Practice of Lung Cancer: The Official Reference Text of the InternationalAssociation for the Study of Lung Cancer (IASLC). 4th ed. Philadelphia: Lippincott Williams &Wilkins; 2010. p. 59-74.

404. Shigematsu H, Gazdar AF. Somatic mutations of epidermal growth factor receptor signaling

pathway in lung cancers. Int J Cancer. 2006 Jan 15; 118(2):257–262. [PubMed: 16231326]405. Yousem SA, Nikiforova M, Nikiforov Y. The histopathology of BRAF-V600E-mutated lung

adenocarcinoma. Am J Surg Pathol. 2008 Sep; 32(9):1317–1321. [PubMed: 18636014]

406. Nakamura H, Saji H, Ogata A, et al. Correlation between encoded protein overexpression and

copy number of the HER2 gene with survival in non-small cell lung cancer. Int J Cancer. 2003Jan 1; 103(1):61–66. [PubMed: 12455054]

407. Hirashima N, Takahashi W, Yoshii S, Yamane T, Ooi A. Protein overexpression and gene

amplification of c-erb B-2 in pulmonary carcinomas: a comparative immunohistochemical andfluorescence in situ hybridization study. Mod Pathol. 2001 Jun; 14(6):556–562. [PubMed:11406656]

408. Tatematsu A, Shimizu J, Murakami Y, et al. Epidermal growth factor receptor mutations in small

cell lung cancer. Clin Cancer Res. 2008 Oct 1; 14(19):6092–6096. [PubMed: 18829487]409. Swanton C, Futreal A, Eisen T. Her2-targeted therapies in non-small cell lung cancer. Clin

Cancer Res. 2006 Jul 15; 12(14 Pt 2):4377s–4383s. [PubMed: 16857814]

410. Rodenhuis S, van de Wetering ML, Mooi WJ, Evers SG, van Zandwijk N, Bos JL. Mutational

activation of the K-ras oncogene. A possible pathogenetic factor in adenocarcinoma of the lung.N Engl J Med. 1987 Oct 8; 317(15):929–935. [PubMed: 3041218]

411. De Biasi F, Del Sal G, Hand PH. Evidence of enhancement of the ras oncogene protein product

(p21) in a spectrum of human tumors. Int J Cancer. 1989 Mar 15; 43(3):431–435. [PubMed:2784420]

412. Potiron VA, Roche J, Drabkin HA. Semaphorins and their receptors in lung cancer. Cancer Lett.

2008 Jul 12.

Clin Chest Med. Author manuscript; available in PMC 2012 December 01.

Larsen and MinnaNIH-PA Author ManuscriptNIH-PA Author ManuscriptNIH-PA Author ManuscriptPage 36

413. Lee JW, Soung YH, Kim SY, et al. PIK3CA gene is frequently mutated in breast carcinomas and

hepatocellular carcinomas. Oncogene. 2005 Feb 17; 24(8):1477–1480. [PubMed: 15608678]414. Davies H, Hunter C, Smith R, et al. Somatic mutations of the protein kinase gene family in

human lung cancer. Cancer Res. 2005 Sep 1; 65(17):7591–7595. [PubMed: 16140923]

415. Micke P, Hengstler JG, Ros R, et al. c-erbB-2 expression in small-cell lung cancer is associated

with poor prognosis. Int J Cancer. 2001 May 15; 92(4):474–479. [PubMed: 11304679]

416. Potti A, Willardson J, Forseen C, et al. Predictive role of HER-2/neu overexpression and clinical

features at initial presentation in patients with extensive stage small cell lung carcinoma. LungCancer. 2002 Jun; 36(3):257–261. [PubMed: 12009234]

417. Dworakowska D, Jassem E, Jassem J, et al. MDM2 gene amplification: a new independent factor

of adverse prognosis in non-small cell lung cancer (NSCLC). Lung Cancer. 2004 Mar; 43(3):285–295. [PubMed: 15165086]

418. Cappuzzo F, Janne PA, Skokan M, et al. MET increased gene copy number and primary

resistance to gefitinib therapy in non-small-cell lung cancer patients. Ann Oncol. 2008 Oct 3.419. Beau-Faller M, Ruppert AM, Voegeli AC, et al. MET gene copy number in non-small cell lung

cancer: molecular analysis in a targeted tyrosine kinase inhibitor naive cohort. J Thorac Oncol.2008 Apr; 3(4):331–339. [PubMed: 18379349]

420. Johnson BE, Russell E, Simmons AM, et al. MYC family DNA amplification in 126 tumor cell

lines from patients with small cell lung cancer. J Cell Biochem Suppl. 1996; 24:210–217.[PubMed: 8806103]

421. Ibson JM, Waters JJ, Twentyman PR, Bleehen NM, Rabbitts PH. Oncogene amplification and

chromosomal abnormalities in small cell lung cancer. J Cell Biochem. 1987 Apr; 33(4):267–288.[PubMed: 3034934]

422. Shiraishi M, Noguchi M, Shimosato Y, Sekiya T. Amplification of protooncogenes in surgical

specimens of human lung carcinomas. Cancer Res. 1989 Dec 1; 49(23):6474–6479. [PubMed:2573414]

423. Kwei KA, Kim YH, Girard L, et al. Genomic profiling identifies TITF1 as a lineage-specific

oncogene amplified in lung cancer. Oncogene. 2008 Jan 21.

424. Miller CT, Chen G, Gharib TG, et al. Increased C-CRK proto-oncogene expression is associated

with an aggressive phenotype in lung adenocarcinomas. Oncogene. 2003 Sep 11; 22(39):7950–7957. [PubMed: 12970743]

425. Pezzella F, Turley H, Kuzu I, et al. bcl-2 protein in non-small-cell lung carcinoma. N Engl J Med.

1993 Sep 2; 329(10):690–694. [PubMed: 8393963]

426. Kaiser U, Schilli M, Haag U, et al. Expression of bcl-2--protein in small cell lung cancer. Lung

Cancer. 1996 Aug; 15(1):31–40. [PubMed: 8865121]

427. Reissmann PT, Koga H, Figlin RA, Holmes EC, Slamon DJ. Amplification and overexpression of

the cyclin D1 and epidermal growth factor receptor genes in non-small-cell lung cancer. LungCancer Study Group. J Cancer Res Clin Oncol. 1999; 125(2):61–70. [PubMed: 10190311]428. Eren B, Sar M, Oz B, Dincbas FH. MMP-2, TIMP-2 and CD44v6 expression in non-small-cell

lung carcinomas. Ann Acad Med Singapore. 2008 Jan; 37(1):32–39. [PubMed: 18265895]

429. Junker K, Wiethege T, Muller KM. Pathology of small-cell lung cancer. J Cancer Res Clin Oncol.

2000 Jul; 126(7):361–368. [PubMed: 10929757]

430. Micke P, Basrai M, Faldum A, et al. Characterization of c-kit expression in small cell lung

cancer: prognostic and therapeutic implications. Clin Cancer Res. 2003 Jan; 9(1):188–194.[PubMed: 12538468]

431. Cook RM, Miller YE, Bunn PA Jr. Small cell lung cancer: etiology, biology, clinical features,

staging, and treatment. Curr Probl Cancer. 1993 Mar-Apr;17(2):69–141. [PubMed: 8395998]432. Araki K, Ishii G, Yokose T, et al. Frequent overexpression of the c-kit protein in large cell

neuroendocrine carcinoma of the lung. Lung Cancer. 2003 May; 40(2):173–180. [PubMed:12711118]

433. Rygaard K, Nakamura T, Spang-Thomsen M. Expression of the proto-oncogenes c-met and c-kit

and their ligands, hepatocyte growth factor/scatter factor and stem cell factor, in SCLC cell linesand xenografts. Br J Cancer. 1993 Jan; 67(1):37–46. [PubMed: 7678980]

Clin Chest Med. Author manuscript; available in PMC 2012 December 01.

Larsen and MinnaNIH-PA Author ManuscriptNIH-PA Author ManuscriptNIH-PA Author ManuscriptPage 37

434. Plummer H 3rd, Catlett J, Leftwich J, et al. c-myc expression correlates with suppression of c-kit

protooncogene expression in small cell lung cancer cell lines. Cancer Res. 1993 Sep 15; 53(18):4337–4342. [PubMed: 7689933]

435. Hibi K, Takahashi T, Sekido Y, et al. Coexpression of the stem cell factor and the c-kit genes in

small-cell lung cancer. Oncogene. 1991 Dec; 6(12):2291–2296. [PubMed: 1722571]436. Weiner DB, Nordberg J, Robinson R, et al. Expression of the neu gene-encoded protein

(P185neu) in human non-small cell carcinomas of the lung. Cancer Res. 1990 Jan 15; 50(2):421–425. [PubMed: 1967224]

437. Schneider PM, Hung MC, Chiocca SM, et al. Differential expression of the c-erbB-2 gene in

human small cell and non-small cell lung cancer. Cancer Res. 1989 Sep 15; 49(18):4968–4971.[PubMed: 2569928]

438. Fernandes A, Hamburger AW, Gerwin BI. ErbB-2 kinase is required for constitutive stat 3

activation in malignant human lung epithelial cells. Int J Cancer. 1999 Nov 12; 83(4):564–570.[PubMed: 10508495]

439. Rygaard K, Vindelov LL, Spang-Thomsen M. Expression of myc family oncoproteins in small-cell lung-cancer cell lines and xenografts. Int J Cancer. 1993 Apr 22; 54(1):144–152. [PubMed:8386707]

440. Takahashi T, Obata Y, Sekido Y, et al. Expression and amplification of myc gene family in small

cell lung cancer and its relation to biological characteristics. Cancer Res. 1989 May 15; 49(10):2683–2688. [PubMed: 2540905]

441. Spencer CA, Groudine M. Control of c-myc regulation in normal and neoplastic cells. Adv

Cancer Res. 1991; 56:1–48. [PubMed: 2028839]

442. Zhang P, Gao WY, Turner S, Ducatman BS. Gleevec (STI-571) inhibits lung cancer cell growth

(A549) and potentiates the cisplatin effect in vitro. Mol Cancer. 2003 Jan 3.2:1. [PubMed:12537587]

443. Rikova K, Guo A, Zeng Q, et al. Global survey of phosphotyrosine signaling identifies oncogenic

kinases in lung cancer. Cell. 2007 Dec 14; 131(6):1190–1203. [PubMed: 18083107]

444. Johnson FM, Krug LM, Tran HT, et al. Phase I studies of imatinib mesylate combined with

cisplatin and irinotecan in patients with small cell lung carcinoma. Cancer. 2006 Jan 15; 106(2):366–374. [PubMed: 16342249]

445. Rossi G, Cavazza A, Marchioni A, et al. Role of chemotherapy and the receptor tyrosine kinases

KIT, PDGFRalpha, PDGFRbeta, and Met in large-cell neuroendocrine carcinoma of the lung. JClin Oncol. 2005 Dec 1; 23(34):8774–8785. [PubMed: 16314638]

446. Ji H, Ramsey MR, Hayes DN, et al. LKB1 modulates lung cancer differentiation and metastasis.

Nature. 2007 Aug 16; 448(7155):807–810. [PubMed: 17676035]

447. Koivunen JP, Kim J, Lee J, et al. Mutations in the LKB1 tumour suppressor are frequently

detected in tumours from Caucasian but not Asian lung cancer patients. Br J Cancer. 2008 Jul 22;99(2):245–252. [PubMed: 18594528]

448. Carbone DP, Mitsudomi T, Chiba I, et al. p53 immunostaining positivity is associated with

reduced survival and is imperfectly correlated with gene mutations in resected non-small celllung cancer. A preliminary report of LCSG 871. Chest. 1994 Dec; 106 Suppl(6):377S–381S.[PubMed: 7988268]

449. Wistuba II, Berry J, Behrens C, et al. Molecular changes in the bronchial epithelium of patients

with small cell lung cancer. Clin Cancer Res. 2000 Jul; 6(7):2604–2610. [PubMed: 10914700]450. Chiba I, Takahashi T, Nau MM, et al. Mutations in the p53 gene are frequent in primary, resected

non-small cell lung cancer. Lung Cancer Study Group. Oncogene. 1990 Oct; 5(10):1603–1610.[PubMed: 1979160]

451. Shimizu E, Zhao M, Shinohara A, et al. Differential expressions of cyclin A and the

retinoblastoma gene product in histological subtypes of lung cancer cell lines. J Cancer Res ClinOncol. 1997; 123(10):533–538. [PubMed: 9393586]

452. Salgia R, Skarin AT. Molecular abnormalities in lung cancer. J Clin Oncol. 1998 Mar; 16(3):

1207–1217. [PubMed: 9508209]

Clin Chest Med. Author manuscript; available in PMC 2012 December 01.

Larsen and MinnaNIH-PA Author ManuscriptNIH-PA Author ManuscriptNIH-PA Author ManuscriptPage 38

453. Hensel CH, Hsieh CL, Gazdar AF, et al. Altered structure and expression of the human

retinoblastoma susceptibility gene in small cell lung cancer. Cancer Res. 1990 May 15; 50(10):3067–3072. [PubMed: 2159370]

454. Girard L, Zochbauer-Muller S, Virmani AK, Gazdar AF, Minna JD. Genome-wide allelotyping of

lung cancer identifies new regions of allelic loss, differences between small cell lung cancer andnon-small cell lung cancer, and loci clustering. Cancer Res. 2000 Sep 1; 60(17):4894–4906.[PubMed: 10987304]

455. Thiberville L, Payne P, Vielkinds J, et al. Evidence of cumulative gene losses with progression of

premalignant epithelial lesions to carcinoma of the bronchus. Cancer Res. 1995 Nov 15; 55(22):5133–5139. [PubMed: 7585560]

456. Sunaga N, Miyajima K, Suzuki M, et al. Different roles for caveolin-1 in the development of non-small cell lung cancer versus small cell lung cancer. Cancer Res. 2004 Jun 15; 64(12):4277–4285. [PubMed: 15205342]

457. Mori S, Ito G, Usami N, et al. p53 apoptotic pathway molecules are frequently and

simultaneously altered in nonsmall cell lung carcinoma. Cancer. 2004 Apr 15; 100(8):1673–1682. [PubMed: 15073856]

458. Prudkin L, Behrens C, Liu DD, et al. Loss and reduction of FUS1 protein expression is a frequent

phenomenon in the pathogenesis of lung cancer. Clin Cancer Res. 2008 Jan 1; 14(1):41–47.[PubMed: 18172250]

459. Safar AM, Spencer H Jr, Su X, et al. Methylation profiling of archived non-small cell lung

cancer: a promising prognostic system. Clin Cancer Res. 2005 Jun 15; 11(12):4400–4405.[PubMed: 15958624]

460. Toyooka S, Toyooka KO, Maruyama R, et al. DNA methylation profiles of lung tumors. Mol

Cancer Ther. 2001 Nov; 1(1):61–67. [PubMed: 12467239]

461. Shimamoto T, Ohyashiki JH, Hirano T, Kato H, Ohyashiki K. Hypermethylation of E-cadherin

gene is frequent and independent of p16INK4A methylation in non-small cell lung cancer:potential prognostic implication. Oncol Rep. 2004 Aug; 12(2):389–395. [PubMed: 15254707]462. Jarmalaite S, Kannio A, Anttila S, Lazutka JR, Husgafvel-Pursiainen K. Aberrant p16 promoter

methylation in smokers and former smokers with nonsmall cell lung cancer. Int J Cancer. 2003Oct 10; 106(6):913–918. [PubMed: 12918069]

463. Esteller M, Sanchez-Cespedes M, Rosell R, Sidransky D, Baylin SB, Herman JG. Detection of

aberrant promoter hypermethylation of tumor suppressor genes in serum DNA from non-smallcell lung cancer patients. Cancer Res. 1999 Jan 1; 59(1):67–70. [PubMed: 9892187]

464. Kim DS, Cha SI, Lee JH, et al. Aberrant DNA methylation profiles of non-small cell lung cancers

in a Korean population. Lung Cancer. 2007 Oct; 58(1):1–6. [PubMed: 17532092]

465. Suh YA, Lee HY, Virmani A, et al. Loss of retinoic acid receptor beta gene expression is linked

to aberrant histone H3 acetylation in lung cancer cell lines. Cancer Res. 2002 Jul 15; 62(14):3945–3949. [PubMed: 12124324]

466. Dammann R, Li C, Yoon JH, Chin PL, Bates S, Pfeifer GP. Epigenetic inactivation of a RAS

association domain family protein from the lung tumour suppressor locus 3p21.3. Nat Genet.2000 Jul; 25(3):315–319. [PubMed: 10888881]

467. Speicher MR, Gwyn Ballard S, Ward DC. Karyotyping human chromosomes by combinatorial

multi-fluor FISH. Nat Genet. 1996 Apr; 12(4):368–375. [PubMed: 8630489]

468. Balsara BR, Testa JR. Chromosomal imbalances in human lung cancer. Oncogene. 2002 Oct 7;

21(45):6877–6883. [PubMed: 12362270]

469. Luk C, Tsao MS, Bayani J, Shepherd F, Squire JA. Molecular cytogenetic analysis of non-small

cell lung carcinoma by spectral karyotyping and comparative genomic hybridization. CancerGenet Cytogenet. 2001 Mar; 125(2):87–99. [PubMed: 11369051]

470. Petersen I, Bujard M, Petersen S, et al. Patterns of chromosomal imbalances in adenocarcinoma

and squamous cell carcinoma of the lung. Cancer Res. 1997 Jun 15; 57(12):2331–2335.[PubMed: 9192802]

471. Petersen I, Langreck H, Wolf G, et al. Small-cell lung cancer is characterized by a high incidence

of deletions on chromosomes 3p, 4q, 5q, 10q, 13q and 17p. Br J Cancer. 1997; 75(1):79–86.[PubMed: 9000602]

Clin Chest Med. Author manuscript; available in PMC 2012 December 01.

Larsen and MinnaNIH-PA Author ManuscriptNIH-PA Author ManuscriptNIH-PA Author ManuscriptPage 39

472. Sung JM, Cho HJ, Yi H, et al. Characterization of a stem cell population in lung cancer A549

cells. Biochem Biophys Res Commun. 2008 Jun 20; 371(1):163–167. [PubMed: 18423378]473. Levina V, Marrangoni AM, DeMarco R, Gorelik E, Lokshin AE. Drug-selected human lung

cancer stem cells: cytokine network, tumorigenic and metastatic properties. PLoS One. 2008;3(8):e3077. [PubMed: 18728788]

474. Sullivan JP, Minna JD, Shay JW. Evidence for self-renewing lung cancer stem cells and their

implications in tumor initiation, progression, and targeted therapy. Cancer Metastasis Rev. 2010Mar; 29(1):61–72. [PubMed: 20094757]

475. Ucar D, Cogle CR, Zucali JR, et al. Aldehyde dehydrogenase activity as a functional marker for

lung cancer. Chemico-biological interactions. 2009 Mar 16; 178(1–3):48–55. [PubMed:18952074]

476. Cui F, Wang J, Chen D, Chen YJ. CD133 is a temporary marker of cancer stem cells in small cell

lung cancer, but not in non-small cell lung cancer. Oncol Rep. 2011 Mar; 25(3):701–708.[PubMed: 21174061]

477. Gutova M, Najbauer J, Gevorgyan A, et al. Identification of uPAR-positive chemoresistant cells

in small cell lung cancer. PLoS One. 2007; 2(2):e243. [PubMed: 17327908]

478. Wen J, Fu J, Zhang W, Guo M. Genetic and epigenetic changes in lung carcinoma and their

clinical implications. Mod Pathol. 2011 Mar 18.

479. Ji H, Wang Z, Perera SA, et al. Mutations in BRAF and KRAS converge on activation of the

mitogen-activated protein kinase pathway in lung cancer mouse models. Cancer Res. 2007 May15; 67(10):4933–4939. [PubMed: 17510423]

480. Ji H, Li D, Chen L, et al. The impact of human EGFR kinase domain mutations on lung

tumorigenesis and in vivo sensitivity to EGFR-targeted therapies. Cancer Cell. 2006; 9(6):485–495. [PubMed: 16730237]

481. Politi K, Zakowski MF, Fan PD, Schonfeld EA, Pao W, Varmus HE. Lung adenocarcinomas

induced in mice by mutant EGF receptors found in human lung cancers respond to a tyrosinekinase inhibitor or to down-regulation of the receptors. Genes Dev. 2006 Jun 1; 20(11):1496–1510. [PubMed: 16705038]

482. Regales L, Balak MN, Gong Y, et al. Development of new mouse lung tumor models expressing

EGFR T790M mutants associated with clinical resistance to kinase inhibitors. PLoS One. 2007;2(8):e810. [PubMed: 17726540]

483. Zhou W, Ercan D, Chen L, et al. Novel mutant-selective EGFR kinase inhibitors against EGFR

T790M. Nature. 2009 Dec 24; 462(7276):1070–1074. [PubMed: 20033049]

484. Ji H, Zhao X, Yuza Y, et al. Epidermal growth factor receptor variant III mutations in lung

tumorigenesis and sensitivity to tyrosine kinase inhibitors. Proc Natl Acad Sci U S A. 2006 May16; 103(20):7817–7822. [PubMed: 16672372]

485. Chen Z, Sasaki T, Tan X, et al. Inhibition of ALK, PI3K/MEK, and HSP90 in murine lung

adenocarcinoma induced by EML4-ALK fusion oncogene. Cancer Res. 2010 Dec 1; 70(23):9827–9836. [PubMed: 20952506]

486. Perera SA, Li D, Shimamura T, et al. HER2YVMA drives rapid development of adenosquamous

lung tumors in mice that are sensitive to BIBW2992 and rapamycin combination therapy. ProcNatl Acad Sci U S A. 2009 Jan 13; 106(2):474–479. [PubMed: 19122144]

487. Jackson EL, Willis N, Mercer K, et al. Analysis of lung tumor initiation and progression using

conditional expression of oncogenic K-ras. Genes Dev. 2001 Dec 15; 15(24):3243–3248.[PubMed: 11751630]

488. Meuwissen R, Linn SC, van der Valk M, Mooi WJ, Berns A. Mouse model for lung

tumorigenesis through Cre/lox controlled sporadic activation of the K-Ras oncogene. Oncogene.2001 Oct 4; 20(45):6551–6558. [PubMed: 11641780]

489. Kim WY, Perera S, Zhou B, et al. HIF2alpha cooperates with RAS to promote lung tumorigenesis

in mice. J Clin Invest. 2009 Aug; 119(8):2160–2170. [PubMed: 19662677]

490. Jackson EL, Olive KP, Tuveson DA, et al. The differential effects of mutant p53 alleles on

advanced murine lung cancer. Cancer Res. 2005 Nov 15; 65(22):10280–10288. [PubMed:16288016]

Clin Chest Med. Author manuscript; available in PMC 2012 December 01.

Larsen and MinnaNIH-PA Author ManuscriptNIH-PA Author ManuscriptNIH-PA Author ManuscriptPage 40

491. Iwanaga K, Yang Y, Raso MG, et al. Pten inactivation accelerates oncogenic K-ras-initiated

tumorigenesis in a mouse model of lung cancer. Cancer Res. 2008 Feb 15; 68(4):1119–1127.[PubMed: 18281487]

492. Olive KP, Tuveson DA, Ruhe ZC, et al. Mutant p53 gain of function in two mouse models of Li-Fraumeni syndrome. Cell. 2004 Dec 17; 119(6):847–860. [PubMed: 15607980]

493. Meuwissen R, Linn SC, Linnoila RI, Zevenhoven J, Mooi WJ, Berns A. Induction of small cell

lung cancer by somatic inactivation of both Trp53 and Rb1 in a conditional mouse model. CancerCell. 2003 Sep; 4(3):181–189. [PubMed: 14522252]

Clin Chest Med. Author manuscript; available in PMC 2012 December 01.

Larsen and MinnaNIH-PA Author ManuscriptNIH-PA Author ManuscriptNIH-PA Author ManuscriptPage 41

Figure 1. Oncogene addiction and synthetic lethality in targeting acquired tumor cellvulnerability

A) Oncogene addiction. A tumor cell contains many abnormalities in oncogenes and tumorsuppressor genes (TSGs) however while some gene mutations may be critical for tumor cellsurvival (“driver” mutations) other gene mutations are not (“passenger” mutations).Inactivation of a critical “driver” gene in a tumor cell will result in cell death or

differentiation into a normal phenotype. Inactivation of non-critical “passenger” mutationshowever, will not affect the tumor cell. B) Synthetic lethality arises when inactivation of twoof more genes (A + B) leads to cell death whereas inactivation of either gene alone does notaffect viability of the cell as the remaining gene acts in a compensatory manner. C)

Clin Chest Med. Author manuscript; available in PMC 2012 December 01.

Larsen and MinnaNIH-PA Author ManuscriptNIH-PA Author ManuscriptNIH-PA Author ManuscriptPage 42

Synthetic lethality to target tumor cells. If a tumor cell has a non-drugable oncogene orinactivation of a TSG (Gene A), the cell will be vulnerable to inactivation of Gene Bwhereas a normal cell will not thus creating a second therapeutic target in addition totargeting the “driver” mutation. Adapted from94,375,376.

Clin Chest Med. Author manuscript; available in PMC 2012 December 01.

Larsen and MinnaPage 43

NIH-PA Author ManuscriptNIH-PA Author ManuscriptNIH-PA Author ManuscriptClin Chest Med. Author manuscript; available in PMC 2012 December 01.

Figure 2. EGFR mutations found in lung cancer

Activating mutations, which are found with increased frequency in certain subsets of lungcancer patients, occur as three different types of somatic mutations – deletions, insertions,and missense point mutations – and are located in exons 19–21 which code for the tyrosinekinase domain of EGFR50,51. Mutant EGFRs (either by exon 19 deletion or exon 21 L858Rmutation) show an increased amount and duration of EGFR activation compared with

wildtype receptors50, and have preferential activation of the PI3K/AKT and STAT3/STAT5pathways rather than the RAS/RAF/MEK/MAPK pathway98. EGFR mutant tumors are

initially highly sensitive to EGFR tyrosine kinase inhibitors (TKIs)50–52 however, despite aninitial response, patients treated with EGFR TKIs eventually develop resistance to TKIswhich is linked (in approximately 50% tumors) to the acquiring of a second mutation atT790M in exon 20107,108,377–380. Interestingly, the presence of the T790M mutation in aprimary lung cancer that had not been treated with EGFR-TKIs however, suggests that thisresistance mutation may develop with tumor progression and not necessarily as a response totreatment381. Adapted from104,382.

Larsen and MinnaPage 44

NIH-PA Author ManuscriptNIH-PA Author ManuscriptNIH-PA Author ManuscriptFigure 3. The RAS/RAF/MEK/MAPK pathway

The RAS proto-oncogene family (KRAS, HRAS, NRAS and RRAS) encode four highlyhomologous 21kDa membrane-bound proteins involved in signal transduction. Proteinsencoded by the RAS genes exist in two states: an active state, in which GTP is bound to themolecule and an inactive state, where the GTP has been cleaved to GDP383. Activating pointmutations can confer oncogenic potential through a loss of intrinsic GTPase activity

resulting in an inability to cleave GTP to GDP. This can initiate unchecked cell proliferationthrough the RAS/RAF/MEK/MAPK pathway, downstream of the EGFR signaling

pathway384. Ras signaling also activates the PI3K/AKT pathway (leading to cell growth,proliferation, and survival), RalGDS and RASSF1. Adapted from12,385.

Clin Chest Med. Author manuscript; available in PMC 2012 December 01.

Larsen and MinnaPage 45

NIH-PA Author ManuscriptNIH-PA Author ManuscriptFigure 4. The PI3K/AKT/mTOR pathway

Downstream targets of AKT are involved in cell growth, angiogenesis, cell metabolism,protein synthesis, and suppression of apoptosis directly or via the activation of mTOR.

Activation of the PI3K/AKT pathway can occur through the binding of the SH2-domains ofp85, the regulatory subunit of PI3K, to phosphotyrosine residues of activated RTKs such asEGFR143. Alternatively, activation can occur via binding of PI3K to activated RAS.Mutation and more commonly, amplification of PIK3CA, which encodes the catalyticsubunit of phosphatidylinositol 3-kinase (PI3K), occurs most commonly in squamous cellcarcinomas56,90,386,387. AKT, a serine/threonine kinase that acts downstream from PI3K canalso have mutations that lead to pathway activation. One of the primary effectors of AKT ismTOR, a serine/threonine kinase involved in regulating proliferation, cell cycle progression,mRNA translation, cytoskeletal organization, and survival388. The tumor suppressor PTEN,which negatively regulates the PI3K/AKT pathway via phosphatase activity onphosphatidylinositol 3,4,5-trisphosphate (PIP3), a product of PI3K389 is commonlysuppressed in lung cancer by inactivating mutations or loss of expression390,391.

NIH-PA Author ManuscriptClin Chest Med. Author manuscript; available in PMC 2012 December 01.

NIH-PA Author ManuscriptNIH-PA Author ManuscriptNIH-PA Author ManuscriptLarsen and MinnaPage 46

Figure 5. The p53 and RB pathways

Regulation of p53 can occur through the MDM2 oncogene which reduces p53 levels throughdegradation by ubiquitination. MDM2 can in turn be inhibited by the tumor suppressorp14ARF, an isoform of CDKN2A. As such, the genes that encode MDM2 and p14ARF arecommonly altered in lung cancer through amplification and loss of expression,respectively392–394. The CDKN2A/RB1 pathway controls G1 to S phase cell cycleprogression. RB acts as a tumor suppressor by acting with E2F proteins to represstranscription of genes necessary for the G1-S phase transition. RB is inhibited by

hyperphosphorylation by CDK-CCND1 complexes (complexes between CDK4 or CDK6and CCND1), and in turn, formation of CDK-CCND1 complexes can be inhibited by thep16 isoform of CDNK2A395. Nearly all constituents of the CDKN2A/RB pathway havebeen shown to be altered in lung cancer through mutations (CDK4 and CDKN2A), deletions(RB1 and CDKN2A), amplifications (CDK4 and CCDN1), methylation silencing(CDKN2A and RB1), and phosphorylation (RB)396–401.

Clin Chest Med. Author manuscript; available in PMC 2012 December 01.

Larsen and MinnaPage 47

NIH-PA Author ManuscriptNIH-PA Author ManuscriptNIH-PA Author ManuscriptFigure 6. Stem cell self-renewal pathways and therapeutic strategies to block these pathways incancer

Notch, Wnt, and Hedgehog (Hh) are stem cell self-renewal pathways that are oftenderegulated and aberrantly activated in lung cancer, thus representing key therapeutic

targets. The hedgehog pathway signals through Hh ligands binding to the Patched (PTCH)receptor and inhibiting its repression of Smoothened (SMO), allowing SMO activationwhich results in nuclear translocation of GLI transcription factors. Wnt signaling functionsthrough Wnt ligands binding to the Frizzled (FZD) receptor and signaling through

disheveled (DSH) leading to the stabilization of β-catenin. In the absence of Hh or Wntligands, GSK3 phosphorylates GLI1/2 and β-catenin, respectively, resulting in

ubiquitination and degradation. Notch signaling functions through Notch ligands (DLL andJAG) binding to the Notch receptor which results in the cleavage of Notch intracellular

binding domain (NICD) by γ-secretase enabling it to translocate to the nucleus, bind to CLStranscription factors and activate transcription. Some components of the pathways wereomitted (dashed lines) for simplicity. Adapted from402,403.

Clin Chest Med. Author manuscript; available in PMC 2012 December 01.

NIH-PA Author ManuscriptNIH-PA Author Manuscript1 elbaTNIH-PA Author ManuscriptLarsen and Minna

Page 48

834–s86e0463114c42442,n–61,,26221e043542134–11–344,44,,–r54,9044,,7902575329e0401791124,722303f40448044448444114e,,,,,,,,––4,,44,4434,,28073,,42889093R060027229132221922003494415113411144344141llec suoma655ueee53386rrrqaaa1–––1SRRR5<25021–3080–1<3222333466a)%( CLCSNam-oonni055558ec4310563dr5–––3–––Aa–05455400–506c11411<16121683341no0005m053334123703e93l30–5–2222–13–mr––0lA–201–0––––2––03oa1~21212267819814CR00152Common genetic alterations found in lung cancerGeneAll652–10010089442–445SCLC (%)aReferencesSquamous cellAdeno-carcinomaNSCLC (%)a PDGFRALarsen and Minna

Tumor suppressing alterationsMutation<1Rare75–9015–2080–10020–40<1050–6050–7060–7030–4030–605–3010–40412186,187,189,446,447412,448–450412412,451–453 CDKN2A (p16) LKB1 p53 PTEN RbDeletion/LOHb3710086–93936274–8655–7575–8072,397,45472,454,45572,45472,454 CDKN2A (p16) FHIT p53 RbLoss of protein expression95653–3780–9525–74901008215–6040–707723–5779706–148730–79~5540–5060–7524456393,394,397,45772,45472,412,454391,45772458 CAV1 CDKN2A (p14ARF) CDKN2A (p16) FHITClin Chest Med. Author manuscript; available in PMC 2012 December 01.

15–269360 4015–20920–354524–96 PTEN Rb TUSC2 (FUS1)Tumor-acquired DNA methylation172,173,459456173,459–461 APC CAV1 CDH1Page 49

CDH13NIH-PA Author Manuscript172,173NIH-PA Author ManuscriptNIH-PA Author ManuscriptGeneAllndb173SCLC (%)aReferencesSquamous cellAdeno-carcinomaNSCLC (%)a CDKN2A (p14ARF)5, 0nd6416162645–7072–85ndnd19–2641–50464715–45314340–43243010–307–153716–4515–4121–3624–336–8Larsen and Minna

CDKN2A (p16) DAPK1 FHIT GSTP1 MGMT PTEN RARβ RASSF1A SEMA3B TIMP3Telomeres75–10050–8065–8580–90261–263,412,467 Telomerase activityChromosomal aberrations2–131p, 3p, 4p, 4q, 5q, 8p, 10q,13q, 17p3p, 5q, 8p, 9p, 13q, 17p, 18q, 19p,19q, 21q, 22q2q, 3p, 4q, 8p, 9p, 9q, 10p, 10q,13q, 15q, 18, 203p, 4q, 9p, 10p, 10q, 18, 2013663,64,90,454,468–471 EML4-ALK fusion Large-scale lossClin Chest Med. Author manuscript; available in PMC 2012 December 01.

3q, 5p, 8q, 18q1q, 3q, 5p, 6p, 7p, 7q, 8q, 20p, 20q5p, 7p, 7q, 8q, 11q, 19, 20q Focal deletions2q22.1, 3p14.2, 3q25.1, 5q11.2, 7q11.22, 7q34, 9p23, 9p21.3, 10q23.31, 11q11, 13q12.11, 13q14.2, 13q32.2, 18q23,21p11.22q, 3q, 5p, 7, 8q, 11q, 13q, 19, 20q Large-scale gain Focal amplifications1p36.32, 1p34.3, 1q32.2, 1q21.2, 2p24.3, 2q11.2, 2q31.1, 3q26.31, 5p15.33, 5p15.31, 5p14.3, 5q31.3, 6p21.1, 7p11.2,8p12, 8q21.13, 8q24.21, 10q24.1, 10q26.3, 11q13.3, 12p12.1, 12q13.2, 12q14.1, 12q15, 14q13.3, 14q32.13, 16q22.2,17q12, 18q12.1, 19q12, 19q13.33, 20q13.32, 22q11.21and, not determinedbLOH, loss of heterozygosityNIH-PA Author Manuscript296,462,463173,298,459172,173173,464173,459391172,173,465169,173,175,297,459,466169,17017374,84,8663,64,90,454,468–47174,84,86NIH-PA Author ManuscriptPage 50

NIH-PA Author ManuscriptLarsen and MinnaPage 51

Table 2

Molecular differences between smoking and never smoking lung cancers

NIH-PA Author ManuscriptNIH-PA Author ManuscriptNIH-PA Author ManuscriptGene

TP53 mutations – overall

TP53 mutations – G:C to T:A mutationsKRAS mutationsEGFR mutationsSTK11 mutationsEML4-ALK fusionsHER2 mutationsMethylation indexp16 methylationAPC methylationLoss of hMSH2 expression

Never smokingLess commonLess commonLess common (0–7%)More common (45%)Less commonMore commonMore commonLowLess commonLess commonCommon (40%)

SmokingMore commonMore common

More common (30–43%)Less common (7%)More commonLess commonLess commonHighMore commonMore commonRare (10%)

Data summarized from the following reviews9,35,36

Clin Chest Med. Author manuscript; available in PMC 2012 December 01.

Larsen and MinnaPage 52

Table 3

Targeted therapies against oncogenic pathways in lung cancer

NIH-PA Author ManuscriptGeneAKTALKAurora kinaseBCL2CDKCOX-2EGFRErbB2FGFRFLT-3FUS1HDACsHER2NIH-PA Author ManuscriptHh (SMO)HIF1HSP70HSP90IAPsIGF-1Rc-KITMDM2MEKc-METmTOR

Notch (γ-secretase)p53PARPNIH-PA Author ManuscriptPDGFRPI3KPPARγProteasomeRAFRAS

SRC/BCR-ABLTelomeraseTGF-βTRAIL

Drug

MK-2206, Nelfinavir, PerifosineCrizotinib, GSK1838705A, nVP-TAE684AZD 1152, MLN 8237, MK0457, MK5108

ABT-737, Gossypol, Navitoclax (ABT-263), Oblimersen, ObatoclaxPurvalanolCelecoxib

AEE 788, AV-412, BMS-599626, BMS-690514, Canertinib, Cetuximab, CUDC-101EKB-569, Erlotinib, Gefitinib,Icotinib, Lapatinib, Matuzumab, Neratinib, Nimotuzumab, Panitumumab, Pelitinib, Vandetanib, XL647, ZalutumumabCI-1033, HKI-272, Lapatinib, Trastuzumab

BIBF 1120, Brivanib Alaninate, E-7080, FP-1039, PD-173074, Regorafenib, TSU-68TKI-258, XL999MK-0457, Sorafenib, Sunitinib, XL999fus1 liposome complex

Belinostat, CUDC-101, Entinostat, Panobinostat, Pivanex, Romidepsin, SB939, Vorinostat

AEE 788, Afatinib, AV-412, BMS-599626, BMS-690514, CUDC-101, EKB-569, Lapatinib, Neratinib, Pertuzumab,Trastuzumab, XL647,

BMS-33923, Cyclopamine, GDC-0449, IPI-926, LDE 225Oncothyreon17-AAG

Alvespimycin, Retaspimycin, TanespimycinHGS01029

AMG 479, BIIB022, BMS-754807, Cixutumumab, Figitumumab, MK-0646, OSI906

AMG-706, Axitinib, Cediranib, Dasatinib, Imatinib, Motesanib, Pazopanib, Regorafenib, Sorafenib, Sunitinib, VatalanibJNJ-26854165, RO5045337

AS 703026, AZD6244 (selumetinib), AZD8330, GDC-0973, GSK1120212, PD325901, RDEA119, SorafenibAMG 102, AMG 208, ARQ197, Crizotinib, Foretinib, GSK1363089, PF-04217903, PHA-665752, SCH900105,SGX523, SU11274, XL184

AZD 8055, BEZ235, Everolimus, OSI 027, PX-866, Ridaforolimus, Sirolimus/Rapamycin, TemsirolimusMK0752, MRK-003, PF03084014, RO 4929097p53 peptide vaccine, PRIMA-1AG014699, Iniparib, Olaparib, Veliparib

AMG-706, Axitinib, BIBF 1120, Cediranib, Dasatinib, E7080, Imatinib, IMC-3G3, Linifanib, Motesanib, Pazopanib,Ramucirumab, Regorafenib, Sorafenib, Sunitinib, TKI-258, TSU-68, Vatalanib, XL999BEZ235, BGT226, GDC-0941, LY294002, PX-866, XL147, XL765BSI-201, CS 7017, Olaparib

Bortezomib, Carfilzomib, CEP-18770, MLN9708, Salinosporamide AAZ628, GSK2118436, ISIS 5132, Regorafenib, Sorafenib, XL281lonafarnib, ISIS 2503 (H-Ras), TipifarnibAZD0530, Dasatinib, Imatinib, KX2-391, XL999Imetelstat, Sodium metaarseniteTrabedersen

Apomab, Conatumumab, Dulanermin, Lexatumumab, Mapatumumab, rhApo2L

Clin Chest Med. Author manuscript; available in PMC 2012 December 01.

Larsen and MinnaGeneVEGF

NIH-PA Author ManuscriptVEGFR

NIH-PA Author ManuscriptNIH-PA Author ManuscriptPage 53

Drug

Aflibercept, Bevacizumab

Adnectin, AEE 788, Axitinib, BIBF 1120, BMS-690514, Brivanib Alaninate, Cediranib, E7080, Foretinib, Linifanib,Motesanib, Neovasat, Pazopanib, Ramucirumab, Regorafenib, Sorafenib, Sunitinib, Tivozanib, TKI-258, TSU-68,Vandetanib, Vatalanib, XL184, XL647, XL999

Clin Chest Med. Author manuscript; available in PMC 2012 December 01.

Larsen and MinnaPage 54

Table 4

Published putative markers for the isolation of lung cancer stem cells

NIH-PA Author ManuscriptNIH-PA Author ManuscriptNIH-PA Author ManuscriptSample typeCell lines

Tumor typeNSCLC

Marker/Property for CSC IsolationHoechst exclusionChemoresistanceALDH activityCD133+

Reference

198,472473196,474,475195474476477198474137,195,199199

SCLCALDH activityCD133+uPAR

Tumor tissueNSCLCHoechst exclusionALDH activityCD133+

SCLCCD133+

Clin Chest Med. Author manuscript; available in PMC 2012 December 01.

Larsen and MinnaPage 55

Table 5

DNA methylation as a biomarker in lung cancer

NIH-PA Author ManuscriptNIH-PA Author ManuscriptNIH-PA Author ManuscriptEarly detectionAPCCDH13DAPK1DNMT1FHITGATA5GSTP1MAGEA1MAGEB2MGMTp16PAX5-bRARβ2RASSF1ARASSF5RUNX3TCF21

Prognostic markerAPCCDH1CDH13CXCL12DAPK1DLEC1

EPB41L3 (DAL-1)ESR1FHITIGFBP-3MGMTMLH1MSH2p16

PYCARD (ASC)PTENRASSF1ARRADRUNX3SPARCTIMP3TMS1TSLC1WIF1

Predictive markerSFN (14-3-3 sigma)

Data summarized from the following reviews286,287,478

Clin Chest Med. Author manuscript; available in PMC 2012 December 01.

Larsen and MinnaPage 56

Table 6

Conditional genetically engineered mouse models of lung cancer

NIH-PA Author ManuscriptNIH-PA Author ManuscriptaGenetic manipulationa

Histopathology of lungsAdenocarcinoma

Adenocarcinoma with BAC featuresAdenocarcinomaAdenocarcinoma

Adenocarcinoma with BAC featuresAdenosquamousAdenocarcinomaAdenocarcinoma

MetastasisReference

479480,481482,483

BRAFV600EEGFRL858R or DelEGFRT790M or T790M+L858R or T790M+DelEGFRvIIIEML4/ALKHER2YVMAKrasD12KrasV12KrasD12 + HIF2αKrasD12 + Ink4a/Arf−/−KrasD12 + p16Ink4a−/−KrasD12 + p53L/L−KrasD12 + p53F/FKrasD12 + p53R270H/FKrasD12 + p53R172H/FKrasD12 + PTENΔ5/Δ5KrasD12 + Lkb1L/L or L/−KrasD12 + Lkb1 L/+ or +/−PIK3CAH1047Rp16Ink4a−/− + p53L/Lp53+/−p53F/Fp53R172H/+ or R172H/−p53R270H/+ or R270H/−p53F/F + RbF/FNone

484485

YesNone

Lymph node, kidneyYes

486487488489446446446490490490491

AdenocarcinomaAdenocarcinomaAdenocarcinomaAdenocarcinomaAdenocarcinomaAdenocarcinomaAdenocarcinoma

Squamous cell, adenosquamous, large cellAdenocarcinoma

Adenocarcinoma with BAC features

NoneYesYesYes

Yes (lymph node, skeletal)Yes (lymph node, skeletal)

446446128

None

AdenocarcinomaAdenocarcinomaAdenocarcinoma

Adenocarcinoma, squamous cellSCLC

Yes

446492493492492493

-, germline null allele; L or F, conditional knockout allele;

NIH-PA Author ManuscriptClin Chest Med. Author manuscript; available in PMC 2012 December 01.

因篇幅问题不能全部显示,请点此查看更多更全内容