APP下载

Long Non-coding RNAs and Their Roles in Non-small-cell Lung Cancer

2016-11-09MingMingWeiGuangBiaoZhou

Genomics,Proteomics & Bioinformatics 2016年5期

Ming-Ming WeiGuang-Biao Zhou*b

1State Key Laboratory of Membrane Biology,Institute of Zoology,Chinese Academy of Sciences,Beijing 100101,China

2University of Chinese Academy of Sciences,Beijing 100049,China

REVIEW

Long Non-coding RNAs and Their Roles in Non-small-cell Lung Cancer

Ming-Ming Wei1,2,a,Guang-Biao Zhou1,*,b

1State Key Laboratory of Membrane Biology,Institute of Zoology,Chinese Academy of Sciences,Beijing 100101,China

2University of Chinese Academy of Sciences,Beijing 100049,China

Long non-coding RNA;

Non-small-cell lung cancer;

Expression spectrum;

Biomarker;

Therapeutic resistance

As a leading cause of cancer deaths worldwide,lung cancer is a collection of diseases with diverse etiologies which can be broadly classified into small-cell lung cancer(SCLC)and non-small-cell lung cancer(NSCLC).Lung cancer is characterized by genomic and epigenomic alterations;however,mechanisms underlying lung tumorigenesis remain to be elucidated.Long noncoding RNAs(lncRNAs)are a group of non-coding RNAs that consist of≥200 nucleotides but possess low or no protein-coding potential.Accumulating evidence indicates that abnormal expression of lncRNAs is associated with tumorigenesis of various cancers,including lung cancer,through multiple biological mechanisms involving epigenetic,transcriptional,and post-transcriptional alterations.In this review,we highlight the expression and roles of lncRNAs in NSCLC and discuss their potential clinical applications as diagnostic or prognostic biomarkers,as well as therapeutic targets.

Introduction

Lung cancer is the most common cancer and the leading cause of cancer deaths among men and women worldwide.Among all lung cancer cases,non-small-cell lung cancers(NSCLCs)account for approximately 85% [1],which are at locally advanced or metastatic stage at diagnosis[2].Based on its pathological characteristics,NSCLC is subdivided into three subtypes,namely,lung adenocarcinoma(LAD),large cellcarcinoma(LCC),and lung squamous cell carcinoma(LSCC). LAD and LSCC are the predominant types of NSCLCs,which constitute~50%and~40%of NSCLC cases,respectively[3]. Although the traditional therapeutic strategies have been tremendously improved and targeted therapies,such as tyrosine kinase inhibitors(TKIs)of the epidermal growth factor receptor(EGFR)[4]and immune checkpoint inhibitors,have been successfully used in clinical practice[5],the five-year overall survival rate of lung cancer of all stages combined remains as low as 15.9% [6].Such unfavorable outcome could be at least partially attributed to the poor understanding of the pathogenesis of NSCLC,as well as lack of early diagnostic biomarkers and therapeutic targets.

aORCID:0000-0002-3051-3670.

bORCID:0000-0001-6778-7133.

Peer review under responsibility of Beijing Institute of Genomics,Chinese Academy of Sciences and Genetics Society of China.

http://dx.doi.org/10.1016/j.gpb.2016.03.007

1672-0229Ⓒ2016 The Authors.Production and hosting by Elsevier B.V.on behalf of Beijing Institute of Genomics,Chinese Academy of Sciences and Genetics Society of China.

This is an open access article under the CC BY license(http://creativecommons.org/licenses/by/4.0/).

Genetic and epigenetic alterations have been widely recognized as the driving events of cancer.A recent high-throughput transcriptome analysis showed that nearly 75%of the humangenome is transcribed into RNAs and only~2%of the genome serves as blueprints for proteins with others as noncoding RNAs(ncRNAs)[7].ncRNAs can be short or small(<200 bp)or long(≥200 bp)in length.Small ncRNAs include microRNAs(miRNAs),small interfering RNA(siRNAs),PIWI-interacting RNAs(piRNAs),as well as classical housekeeping ncRNAs such as tRNAs,rRNAs,small nuclear RNAs(snRNAs),and small nucleolar RNAs(snoRNAs). miRNAs and piRNAs have been implicated in multiple cellular functions that are essential for physiological or pathologicalprocesses[8].LinearizedncRNAscontaining>200 nucleotides are termed as long ncRNAs(lncRNAs),which have attracted much attention recently.A wealth of compelling evidence has demonstrated that aberrantly expressed lncRNAs play important roles in cancer development,including cancer cell proliferation and metastasis,through distinct transcriptional,post-transcriptional,or epigenetic mechanisms[9,10]. In this review,we focus on the roles of lncRNAs in lung tumorigenesis and briefly introduce the development of lncRNA-directed diagnostics,prognostics and therapeutics.

Discovery of lncRNAs

The discovery of lncRNAs is attributed to studies on the size,evolution,and function of the genome.Higher species were previously thought to need more genes than lower species[11].However,developmental complexity of animals is not determined by the amount of DNA in the genome[12].For example,the genome of salamander is 15 times larger than that of humans[13].With the aid of DNA-RNA hybridization technique,scientists have come to realize that most parts of the genome do not encode proteins and these non-coding regions of the genome were considered as‘junk DNA”[14]. On the other hand,some researchers reckoned that junk DNA was not completely useless[11].Therefore,substantial interest has been focused on determining the functional roles of these non-coding sequences.As a result,heterogeneous nuclear RNAs and introns were discovered in the 1970s[15-17].Subsequent studies demonstrated that snRNAs and snoRNAs play important roles in post-transcriptional RNA processing[18],thus pushing forward investigations on other non-coding sequences.In the early 1990s,the roles of some lncRNAs(e.g.,H19 and Xist)in epigenetic regulation were uncovered [19-21].However,research on lncRNAs was suspended due to the discovery of miRNAs in 1993[22]and sustaining keen interests in microRNA studies.Notably,introduction of whole-transcriptome sequencing in the early 2000s led to the identification and annotation of many lncRNAs[23-25].A small number of characterized human lncRNAs were then recognized as the central regulators of a variety of biological processes including gene expression,mRNA processing,and protein translation or transport[26].Up till now,ten thousands of lncRNAs have been identified in different species.However,functional identification of lncRNAs remains a gigantic challenge.

Characteristics of lncRNAs

lncRNAs contain≥200 nucleotides and bear no or low translational potential[9].Based on their relationships with protein-coding genes,lncRNAs are classified into six broad categories,namely,intergenic,bidirectional,intron senseoverlapping,exon sense-overlapping,intronic-antisense,and natural-antisense lncRNAs[27](Figure 1).lncRNAs usually are transcribed by RNA polymerase II(RNAPII),but there are some exceptions.For instance,brain-associated BC200 is transcribedbyRNAPIII[28].Generally,lncRNAsare expressed at lower levels and are less conserved than proteincoding genes[29-31]and some lncRNAs exhibit cell-,tissueand time-specific expression patterns[32].A growing body of evidence has indicated that the expression of lncRNAs is tightly regulated through distinct mechanisms,such as chromatin state,transcription factors(TFs),and microRNAs[33].And majority of lncRNAs are transcribed from antisense regions upstream of promoters,intragenic regions,intergenic regions distal to promoters,or gene bodies of protein-coding genes[7].

Functions of lncRNAs

LncRNAs function in diverse biological processes by modulating the transcription and translation of protein-coding genes. Unlike miRNAs,which commonly participate in mRNA degradation or regulate mRNA translation[34-36],lncRNAs regulate the expression of target genes through multiple mechanisms at different levels(Figure 2).lncRNAs can interact directly with DNA,mRNA,or proteins to regulate chromatin modification or structure,transcription,splicing,and translation,so as to regulate a variety of physiological and pathological processes such as cell proliferation or differentiation,stem cell reprogramming,tumorigenesis,or drug resistance[10,37,38].Functions of lncRNAs are summarized in Figure 2 and briefly described below.

First,at the transcriptional level,lncRNAs(i)act as decoys for TFs or RNAPII to disrupt their binding to promoters/ enhancers of target genes,thus promoting or suppressing gene expression[39];(ii)interact directly with TFs and alter their modification or localization to regulate gene transcription[40];(iii)interact with DNA and form scaffolds for TFs,thus affecting target gene transcription[41];and(iv)act as competitive endogenous RNAs(ceRNAs)to control target gene transcription[42].

Second,at the post-transcriptional level,lncRNAs(i)act as precursors of siRNAs or miRNAs,leading to decreased expression of their target genes[43],(ii)form doublestranded RNA complexes with mRNAs and protect them from degradation[44],and(iii)regulate the alternative splicing of pre-mRNAs to produce different transcripts[45].

Lastly,at the epigenetic level,lncRNAs(i)interact with proteins associated with histone modifications to modify the methylation,acetylation or ubiquitination of histones[46];(ii)get involved in gene silencing by regulating DNA methylation in the promoter region of target genes[47];and(iii)get involved in chromatin remodeling or conformational alterations by binding to chromatin modification complexes,which is important for gene transcription[7].

Expression spectrum of lncRNAs in NSCLCs

Figure 1 A diagram of lncRNA categoriesIntergenic:a lncRNA gene lies as an independent unit within the genomic interval between two genes.Bidirectional:expression of a lncRNA gene and its neighboring coding transcript on the opposite strand is initiated in close genomic proximity.Intron senseoverlapping:a lncRNA gene lies in the intron of a protein-coding gene on the same strand.Exon sense-overlapping:a lncRNA gene lies in the exons of protein-coding gene on the same strand.Intronic-antisense:a lncRNA lies in the introns of protein-coding gene on the opposite strand in the same region.Natural-antisense:a lncRNA gene lies in the exons of protein-coding gene on the opposite strand. lncRNA,long non-coding RNA.

Figure 2 Molecular mechanisms for the functions of lncRNAs① lncRNA acts as decoys for TFs or RNAPII;②lncRNA alters the modification and location of transcription factors;③lncRNA interacts with DNA and forms triple helix structures,thereby recruiting transcriptional complex;④lncRNA acts as decoy for miRNA;⑤lncRNA acts as precursor for siRNAs or miRNAs;⑥lncRNA regulates the alternative splicing of pre-mRNAs through SR complex;⑦ lncRNA protects mRNA from degradation through forming double-stranded RNA with mRNAs;⑧lncRNA regulates histone modification by interacting with modification factors;⑨lncRNA binds to DNA modification factors to modify the methylation of DNA;⑩lncRNA binds to chromatin modification complexes to regulate chromatin remodeling and structure.DNAMF:DNA modification factor;HMF:histone modification factor;miRNA,microRNA;siRNA,small-interfering RNA;TF,transcription factor;RNAPII,RNA polymerase II.

Compelling evidence has demonstrated the important roles of lncRNAs in various diseases,particularly in cancer.Recentstudies have reported lncRNA expression in NSCLCs.For instance,using high-throughput microarrays,Xu et al identified 2420 lncRNAs that were differentially expressed(fold change≥2)between LAD and normal tissue(NT)samples. Of these 2420 lncRNAs,the expression of 1213 lncRNAs was upregulated,whereas the expression of the remaining 1207 lncRNAs was downregulated[48].As another example,Yang et al identified 47 lncRNAs(14 upregulated and 33 downregulated lncRNAs)from gene expression data of five NSCLC cohorts that were deposited in the Gene Expression Omnibus(GEO)database[49].Interestingly,several novel lncRNAs were identified to be induced by established risk factors for NSCLC,such as cigarette smoking or exposure to a polycyclic aromatic hydrocarbon compound benzo(a)pyrene(BaP).These include cancer-associated lncRNA-1(SCAL1),DQ786227,and LOC728228[50-52].We recently reported the screening for lncRNAs with abnormal expression in lung cancers that are associated with air pollution[53].We found that the cancer samples of patients from high pollution region had much more dysregulated lncRNAs than patients from control regions when compared to their corresponding neighboring tissues.Among these,the expression of an lncRNA,CARintergenic10(CAR10),wasup-regulatedinair pollution-related NSCLCs.Expression of CAR10 could be upregulated by the carcinogen dibenz[a,h]anthracene(DBA)through increasing expression of TF FoxF2.CAR10 binds to and stabilizes TF Y-box-binding protein 1(YB-1),leading to up-regulation of EGFR and proliferation of lung cancer cells. Knockdown of CAR10 inhibited cell growth in vitro and in vivo,suggesting the role of lncRNAs in environmental lung carcinogenesis[53].To gain new insights into the pathogenesis of NSCLCs,the molecular mechanisms underlying the roles of several lncRNAs such as MALAT1,HOTAIR,H19,and PVT1 have been extensively investigated.We list the majority of known NSCLC-associated lncRNAs and their functions in Table 1.Their potential application as early diagnostic or prognostic biomarkers and efficient therapeutic targets in patients with NSCLCs warrants further investigations.

lncRNAs as biomarkers of NSCLCs

To improve overall survivals of patients,it is important to exploit new biomarkers for diagnosing,subtyping,and prognosing of NSCLCs.More and more studies have been focused on ncRNAs,particularly miRNAs in the past few years[83]. Likewise,studies have indicated that aberrant expression of lncRNAs is also a hallmark of carcinomas and some lncRNAs show tissue-or cell-specific expression pattern[84],suggesting their potentials as biomarkers.Several lncRNAs have been reported as candidate biomarkers,e.g.,highly up-regulated in liver cancer(HULC)in human hepatocellular carcinoma[85]and prostate cancer gene 3(PCA3)in prostate cancer[86].Notably,many dysregulated lncRNAs have been identified in patients with NSCLCs(Table 1),suggesting that lncRNAs could be used for screening effective and specific biomarkers of NSCLCs.

To screen for lncRNAs as biomarkers for LADs at earlystage,Li et al summarized microarray data of 181 patients with early-stageLADstoexaminetheirlncRNAexpression profiles.As a result,they found that LINC00313 was highly expressed in patients with T2-and N1-stage LADs[87].Therefore,LINC00313 could be used as a diagnostic biomarker of early-stage LADs.lncRNAs can be detected in serum,which makes it easier for clinical applications.Hence,researchers put more emphasis on circulating lncRNAs. As a results,MALAT1[88],XIST,and HIF1A-AS1[89]were found overexpressed in NSCLC patients'serum when compared with controls.These lncRNAs may act as diagnosis biomarkers for screening NSCLCs via peripheral blood detection.

Subtyping of NSCLC cases is important for the selection of clinical treatment options.For instance,patients with LAD and LSCC differ in clinical outcomes.Zhao et al identified 72 differentially-expressed(23 upregulated and 49 downregulated)lncRNAs in patients with LADs and LSCCs by using human Affymetrix microarrays(HGU133plus2.0)[90].Likewise,White et al identified 27 lung cancer-associated lncRNAs,which could be used as novel biomarkers for stratifying LADs and LSCCs[91].Zhang et al found that expression of a novel lncRNA,LINC01133,was upregulated in LSCC but not in LAD samples[92].All these findings indicate that some lncRNAs could serve as potential biomarkers for distinguishing subgroup of NSCLCs.

lncRNAs could also be used as prognostic biomarkers in patients with NSCLCs.For instance,expression levels of lncRNAs RP11-21L23.2,GPR158-AS1,RP11-701P16.5,and RP11-379F4.4werenegativelycorrelatedwithNSCLC patients'overall survival.Conversely,expression levels of lncRNAsCTD-2358C21.4,RP11-94L15.2,KCNK15-AS1,and AC104134.2 were positively associated with the overall survival of NSCLC patients[93].

The observations above indicate that despite their obscure roles in lung tumorigenesis,these lncRNAs may be valuable for diagnosis of NSCLCs,selecting treatment protocols,and predicting the prognosis of patients with NSCLCs.

lncRNAs in the therapeutic resistance of NSCLCs

At present,surgical excision,chemotherapy,chest radiotherapy and targeted therapy are used alone or in combination to treat patients with NSCLC[94].However,drug therapies fail in most NSCLCs due to development of drug resistance[95].Studies have suggested an important role of dysregulated miRNAs in the development of drug resistance[96].Additional studies also have demonstrated the association between the expression of certain lncRNAs and chemotherapeutic sensitivityofcancercells.Forinstance,H19induced P-glycoprotein-and MDR1-associated drug resistance in liver cancer cells[97].

Resistance to cisplatin,carboplatin,and EGFR-TKIs is inevitable in treating NSCLCs[98].In an effort to explore the molecular mechanisms of cisplatin resistance,Yang et al found 1380 lncRNAs differentially expressed between regular A549 and cisplatin-resistant A549 cells,indicating the possible involvement of lncRNAs in cisplatin resistance.The authors identified a novel lncRNA,AK126698,which confers cisplatin resistance by targeting the Wnt pathway[82].Likewise,other research groups showed that HOTAIR contributed to cisplatin resistance of NSCLC cells by downregulating p21WAF1/CIP1expression[99]and that MEG3 mediated cisplatin resistance of NSCLC cells by regulating the expression of p53 and BclxL[78].Patients with low MEG3 expression showed poorresponse to cisplatin-based chemotherapy[78].Notably,the effectiveness of cisplatin against LSCCs varied between individuals due to different gene expression profiles[100].For instance,cisplatin-based chemotherapy was beneficial for LSCC patients with excision repair cross-complementation group 1(ERCC1)-negative tumors after surgical operation,but not for LSCC patients with ERCC1-positive tumors[101].Hou et al identified 1702 lncRNAs that were differentially expressedbetweencisplatin-sensitiveand cisplatinresistant LSCC patients.In particular,the expression of AC006050.3-003 was significantly downregulated in patients showing sensitivity to cisplatin compared with those with resistance to cisplatin,suggesting that AC006050.3-003 may be a biomarker for cisplatin treatment in patients with LSCCs[102].In addition,Dong et al found that GAS5 enhanced the sensitivity of cells expressing wild-type EGFR to gefitinib treatment[103].These studies demonstrate the correlations between lncRNAs and drug resistance,providing additionalopportunitiestoovercomedrugresistancebytargeting lncRNAs and related signaling pathways.

Table 1 NSCLC-associated lncRNAs

Conclusions and perspectives

With the development of technological approaches,such as lncRNA microarray and RNA sequencing,more and more lncRNAs have been found to be dysregulated in NSCLCs,which function as oncogenes or tumor suppressors.Some of theselncRNAsareassociatedwithdifferentstagesof NSCLCs,some are specifically overexpressed in one of the lung cancer subtypes,and some are involved in drug resistance. These findings suggest the important roles of lncRNAs in the pathogenesis and treatment of NSCLCs.However,only a small number of lncRNAs have been well characterized,whereas functions of most lncRNAs remain to be elucidated.

Many key questions still need to be addressed.For example,how lncRNAs regulate downstream pathways?Can we use lncRNAs as predictive markers for lung cancer risk or as early diagnostic or prognostic markers?How do lncRNAs mediate drug resistance?Can we use lncRNAs as appropriate therapeutic targets,how to target them if yes?How do we deliver the therapeutic lncRNAs into target tissues and evaluate their safety?Answers to these and other questions will provide new insights into the pathogenesis of lung cancers and help optimize therapeutic strategies to improve the clinical outcome of this deadly disease,which causes 1.59 million deaths each year worldwide[104].

Competing interests

The authors have declared that there are no competing interests.

Acknowledgments

This work was supported by the National Natural Science FundsforDistinguishedYoungScholar(GrantNo. 81425025)and the National Basic Research Program of China(Grant No.2012CB910800).The funders had no role in study design,data collection and analysis,decision to publish,or preparation of the manuscript.

References

[1]Devesa SS,Bray F,Vizcaino AP,Parkin DM.International lung cancer trends by histologic type:male:female differences diminishing and adenocarcinoma rates rising.Int J Cancer 2005;117:294-9.

[2]Morgensztern D,Ng SH,Gao F,Govindan R.Trends in stage distribution for patients with non-small cell lung cancer a national cancer database survey.J Thorac Oncol 2010;5:29-33.

[3]Topalian SL,Hodi FS,Brahmer JR,Gettinger SN,Smith DC,McDermott DF,et al.Safety,activity,and immune correlates of anti-PD-1 antibody in cancer.N Engl J Med 2012;366:2443-54.

[4]Yang X,Yang K,Kuang K.The efficacy and safety of EGFR inhibitor monotherapy in non-small cell lung cancer:a systematic review.Curr Oncol Rep 2014;16:390.

[5]Anagnostou VK,Brahmer JR.Cancer immunotherapy:a future paradigm shift in the treatment of non-small cell lung cancer. Clin Cancer Res 2015;21:976-84.

[6]Ettinger DS,Akerley W,Borghaei H,Chang AC,Cheney RT,Chirieac LR,et al.Non-small cell lung cancer,version 2.J Natl Compr Canc Netw 2013;11:645-53.

[7]Hainer SJ,Gu W,Carone BR,Landry BD,Rando OJ,Mello CC,et al.Suppression of pervasive noncoding transcription in embryonic stem cells by esBAF.Genes Dev 2015;29:362-78.

[8]Spornraft M,Kirchner B,Pfaffl MW,Riedmaier I.Comparison of the miRNome and piRNome of bovine blood and plasma by small RNA sequencing.Biotechnol Lett 2015;37:1165-76.

[9]Guttman M,Rinn JL.Modular regulatory principles of large non-coding RNAs.Nature 2012;482:339-46.

[10]Geisler S,Coller J.RNA in unexpected places:long non-coding RNA functions in diverse cellular contexts.Nat Rev Mol Cell Biol 2013;14:699-712.

[11]Comings DE.The structure and function of chromatin.In:Harris H,Hirschhorn K,editors.Advances in human genetics.New York:Springer,US;1972.p.237-431.

[12]Thomas Jr CA.The genetic organization of chromosomes.Annu Rev Genet 1971;5:237-56.

[13]Gall JG.Chromosome structure and the C-value paradox.J Cell Biol 1981;91:13s-4s.

[14]Ohno S.So much‘junk”DNA in our genome.Brookhaven Symp Biol 1972;23:366-70.

[15]Holmes DS,Mayfield JE,Sander G,Bonner J.Chromosomal RNA:its properties.Science 1972;177:72-4.

[16]Pierpont ME,Yunis JJ.Localization of chromosomal RNA in human G-banded metaphase chromosomes.Exp Cell Res 1977;106:303-8.

[17]Berget SM,Moore C,Sharp PA.Spliced segments at the 5' terminus of adenovirus 2 late mRNA.Proc Natl Acad Sci U S A 1977;74:3171-5.

[18]Busch H,Reddy R,Rothblum L,Choi Y.SnRNAs,snRNPs,and RNA processing.Annu Rev Biochem 1982;51:617-54.

[19]Brannan CI,Dees EC,Ingram RS,Tilghman SM.The product of the H19 gene may function as an RNA.Mol Cell Biol 1990;10:28-36.

[20]Brockdorff N,Ashworth A,Kay GF,McCabe VM,Norris DP,Cooper PJ,et al.The product of the mouse Xist gene is a 15 kb inactive X-specific transcript containing no conserved ORF and located in the nucleus.Cell 1992;71:515-26.

[21]Brown CJ,Hendrich BD,Rupert JL,Lafrenie`re RG,Xing Y,Lawrence J,et al.The human XIST gene:analysis of a 17 kb inactive X-specific RNA that contains conserved repeats and is highly localized within the nucleus.Cell 1992;71:527-42.

[22]Lee RC,Feinbaum RL,Ambros V.The C.elegans heterochronic gene lin-4 encodes small RNAs with antisense complementarity to lin-14.Cell 1993;75:843-54.

[23]Ota T,Suzuki Y,Nishikawa T,Otsuki T,Sugiyama T,Irie R,et al.Complete sequencing and characterization of 21,243 fulllength human cDNAs.Nat Genet 2004;36:40-5.

[24]Bertone P,Stolc V,Royce TE,Rozowsky JS,Urban AE,Zhu X,et al.Global identification of human transcribed sequences with genome tiling arrays.Science 2004;306:2242-6.

[25]Okazaki Y,Furuno M,Kasukawa T,Adachi J,Bono H,Kondo S,et al.Analysis of the mouse transcriptome based on functional annotationof60,770full-lengthcDNAs.Nature 2002;420:563-73.

[26]Wang KC,Chang HY.Molecular mechanisms of long noncoding RNAs.Mol Cancer 2011;10:38.

[27]Chen J,Fu Z,Ji C,Gu P,Xu P,Yu N,et al.Systematic gene microarray analysis of the lncRNA expression profiles in human uterine cervix carcinoma.Biomed Pharmacother 2015;72:83-90.

[28]Chen W,Bo¨cker W,Brosius J,Tiedge H.Expression of neural BC200 RNA in human tumours.J Pathol 1997;183:345-51.

[29]Gibb EA,Brown CJ,Lam WL.The functional role of long noncoding RNA in human carcinomas.Mol Cancer 2011;10:38.

[30]Derrien T,Johnson R,Bussotti G,Tanzer A,Djebali S,Tilgner H,et al.The GENCODE v7 catalog of human long noncoding RNAs:analysis of their gene structure,evolution,and expression.Genome Res 2012;22:1775-89.

[31]Guttman M,Amit I,Garber M,French C,Lin MF,Feldser D,et al.Chromatin signature reveals over a thousand highly conservedlargenon-codingRNAsinmammals.Nature 2009;458:223-7.

[32]Weikard R,Hadlich F,Kuehn C.Identification of novel transcripts and noncoding RNAs in bovine skin by deep next generation sequencing.BMC Genomics 2013;14:789.

[33]Wu Z,Liu X,Liu L,Deng H,Zhang J,Xu Q,et al.Regulation of lncRNA expression.Cell Mol Biol Lett 2014;19:561-75.

[34]Moretti F,Thermann R,Hentze MW.Mechanism of translational regulation by miR-2 from sites in the 5′untranslated region or the open reading frame.RNA 2010;16:2493-502.

[35]Forman JJ,Legesse-Miller A,Coller HA.A search for conserved sequences in coding regions reveals that the let-7 microRNA targets Dicer within its coding sequence.Proc Natl Acad Sci U S A 2008;105:14879-84.

[36]Orom UA,Nielsen FC,Lund AH.MicroRNA-10a binds the 5'UTR of ribosomal protein mRNAs and enhances their translation.Mol Cell 2008;30:460-71.

[37]Chen G,Wang Z,Wang D,Qiu C,Liu M,Chen X,et al. LncRNADisease:a database for long-non-coding RNA-associated diseases.Nucleic Acids Res 2013;41:D983-6.

[38]Ponting CP,Oliver PL,Reik W.Evolution and functions of long noncoding RNAs.Cell 2009;136:629-41.

[39]Wang KC,Chang HY.Molecular mechanisms of long noncoding RNAs.Mol Cell 2011;43:904-14.

[40]Hu X,Feng Y,Zhang D,Zhao SD,Hu Z,Greshock J,et al.A functional genomic approach identifies FAL1 as an oncogenic long noncoding RNA that associates with BMI1 and represses p21 expression in cancer.Cancer Cell 2014;26:344-57.

[41]Yin Y,Yan P,Lu J,Song G,Zhu Y,Li Z,et al.Opposing roles for the lncRNA haunt and its genomic locus in regulating HOXA gene activation during embryonic stem cell differentiation.Cell Stem Cell 2015;16:504-16.

[42]Cesana M,Cacchiarelli D,Legnini I,Santini T,Sthandier O,Chinappi M,et al.A long noncoding RNA controls muscle differentiation by functioning as a competing endogenous RNA. Cell 2011;147:358-69.

[43]Steck E,Boeuf S,Gabler J,Werth N,Schnatzer P,Diederichs S,et al.Regulation of H19 and its encoded microRNA-675 in osteoarthritis and under anabolic and catabolic in vitro conditions.J Mol Med 2012;90:1185-95.

[44]Yuan JH,Yang F,Wang F,Ma JZ,Guo YJ,Tao QF,et al.A long noncoding RNA activated by TGF-beta promotes the invasion-metastasis cascade in hepatocellular carcinoma.Cancer Cell 2014;25:666-81.

[45]Tripathi V,Ellis JD,Shen Z,Song DY,Pan Q,Watt AT,et al. Thenuclear-retainednoncodingRNAMALAT1regulates alternative splicing by modulating SR splicing factor phosphorylation.Mol Cell 2010;39:925-38.

[46]Houseley J,Rubbi L,Grunstein M,Tollervey D,Vogelauer M. A ncRNA modulates histone modification and mRNA induction in the yeast GAL gene cluster.Mol Cell 2008;32:685-95.

[47]Berghoff EG,Clark MF,Chen S,Cajigas I,Leib DE,Kohtz JD. Evf2(Dlx6as)lncRNA regulates ultraconserved enhancer methylation and the differential transcriptional control of adjacent genes.Development 2013;140:4407-16.

[48]Xu G,Chen J,Pan Q,Huang K,Pan J,Zhang W,et al.Long noncoding RNA expression profiles of lung adenocarcinoma ascertained by microarray analysis.PLoS One 2014;9:e104044.

[49]Yang J,Lin J,Liu T,Chen T,Pan S,Huang W,et al.Analysis of lncRNA expression profiles in non-small cell lung cancers(NSCLC) andtheirclinicalsubtypes.LungCancer 2014;85:110-5.

[50]Gao L,Mai A,Li X,Lai Y,Zheng J,Yang Q,et al.LncRNADQ786227-mediated cell malignant transformation induced by benzo(a)pyrene.Toxicol Lett 2013;223:205-10.

[51]Hu G,Yang T,Zheng J,Dai J,Nan A,Lai Y,et al.Functional role and mechanism of lncRNA LOC728228 in malignant 16HBE cells transformed by anti-benzopyrene-trans-7,8-dihydrodiol-9,10-epoxide.Mol Carcinog 2015;54:E192-204.

[52]Thai P,Statt S,Chen CH,Liang E,Campbell C,Wu R. Characterization of a novel long noncoding RNA,SCAL1,induced by cigarette smoke and elevated in lung cancer cell lines. Am J Respir Cell Mol Biol 2013;49:204-11.

[53]Wei MM,Zhou YC,Wen ZS,Zhou B,Huang YC,Wang GZ,et al.Long non-coding RNA stabilizes the Y-box-binding protein 1 and regulates the epidermal growth factor receptor to promote lung carcinogenesis.Oncotarget 2016.http://dx.doi.org/ 10.18632/oncotarget.10006.

[54]Shen L,Chen L,Wang Y,Jiang X,Xia H,Zhuang Z.Long noncoding RNA MALAT1 promotes brain metastasis by inducing epithelial-mesenchymal transition in lung cancer.J Neurooncol 2015;121:101-8.

[55]Loewen G,Jayawickramarajah J,Zhuo Y,Shan B.Functions of lncRNA HOTAIR in lung cancer.J Hematol Oncol 2014;7:90.

[56]Gutschner T,Diederichs S.The hallmarks of cancer:a long noncoding RNA point of view.RNA Biol 2012;9:703-19.

[57]Li P,Li J,Yang R,Zhang F,Wang H,Chu H,et al.Study on expression of lncRNA RGMB-AS1 and repulsive guidance molecule bin non-smallcell lungcancer.Diagn Pathol 2015;10:63.

[58]Yang YR,Zang SZ,Zhong CL,Li YX,Zhao SS,Feng XJ. Increased expression of the lncRNA PVT1 promotes tumorigenesis in non-small cell lung cancer.Int J Clin Exp Pathol 2014;7:6929-35.

[59]Whiteside EJ,Seim I,Pauli JP,O'Keeffe AJ,Thomas PB,Carter SL,et al.Identification of a long non-coding RNA gene,growth hormone secretagogue receptor opposite strand,which stimulates cell migration in non-small cell lung cancer cell lines.Int J Oncol 2013;43:566-74.

[60]Cao Y,Gao Q,Lakshminarayanan M,Huang J,Ren M,Ramirez MI,et al.Role of a human long non-coding RNA antisense to Nk2-1 in lung tumorigenesis.Am J Respir Crit Care Med 2013;A4750.

[61]Hu T,Lu YR.BCYRN1,a c-MYC-activated long non-coding RNA,regulates cell metastasis of non-small-cell lung cancer. Cancer Cell Int 2015;15:36.

[62]Li J,Li P,Zhao W,Yang R,Chen S,Bai Y,et al.Expression of long non-coding RNA DLX6-AS1 in lung adenocarcinoma. Cancer Cell Int 2015;15:48.

[63]Zeng Z,Bo H,Gong Z,Lian Y,Li X,Li X,et al.AFAP1-AS1,a long noncoding RNA upregulated in lung cancer and promotes invasion and metastasis.Tumour Biol 2016;37:729-37.

[64]Hou Z,Zhao W,Zhou J,Shen L,Zhan P,Xu C,et al.A long noncoding RNA Sox2ot regulates lung cancer cell proliferation and is a prognostic indicator of poor survival.Int J Biochem Cell Biol 2014;53:380-8.

[65]Luo J,Tang L,Zhang J,Ni J,Zhang HP,Zhang L,et al.Long non-coding RNA CARLo-5 is a negative prognostic factor and exhibits tumor pro-oncogenic activity in non-small cell lung cancer.Tumour Biol 2014;35:11541-9.

[66]Luo H,Sun Y,Wei G,Luo J,Yang X,Liu W,et al.Functional characterization of long noncoding RNA lnc_bc060912 in human lung carcinoma cells.Biochemistry 2015;54:2895-902.

[67]FANTOM Consortium and the RIKEN PMI and CLST(DGT),Forrest AR,Kawaji H,Rehli M,Baillie JK,de Hoon MJ,et al. Apromoter-levelmammalianexpressionatlas.Nature 2014;507:462-70.

[68]Wu Y,Liu H,Shi F,Yao Y,Yang W,Song Y.The long noncoding RNA HNF1A-AS1 regulates proliferation and metastasis in lung adenocarcinoma.Oncotarget 2014;6:9160-72.

[69]Qiu M,Xu Y,Yang X,Wang J,Hu J,Xu L,et al.CCAT2 is a lung adenocarcinoma-specific long non-coding RNA and promotes invasion of non-small cell lung cancer.Tumour Biol 2014;35:5375-80.

[70]Qiu M,Xu Y,Wang J,Zhang E,Sun M,Zheng Y,et al.A novel lncRNA,LUADT1,promotes lung adenocarcinoma proliferation via the epigenetic suppression of p27.Cell Death Dis 2015;6:e1858.

[71]Zhang L,Zhou XF,Pan GF,Zhao JP.Enhanced expression of long non-coding RNA ZXF1 promoted the invasion and metastasis in lung adenocarcinoma.Biomed Pharmacother 2014;68:401-7.

[72]Nie FQ,Sun M,Yang JS,Xie M,Xu TP,Xia R,et al.Long noncoding RNA ANRIL promotes non-small cell lung cancer cell proliferation and inhibits apoptosis by silencing KLF2 and P21 expression.Mol Cancer Ther 2015;14:268-77.

[73]Sang H,Liu H,Xiong P,Zhu M.Long non-coding RNA functions in lung cancer.Tumour Biol 2015;36:4027-37.

[74]Shi X,Sun M,Liu H,Yao Y,Kong R,Chen F,et al.A critical role for the long non-coding RNA GAS5 in proliferation and apoptosis in non-small-cell lung cancer.Mol Carcinog 2015;54:E1-12.

[75]Han L,Kong R,Yin DD,Zhang EB,Xu TP,De W,et al.Low expression of long noncoding RNA GAS6-AS1 predicts a poor prognosis in patients with NSCLC.Med Oncol 2013;30:694.

[76]Han L,Zhang EB,Yin DD,Kong R,Xu TP,Chen WM,et al. Low expression of long noncoding RNA PANDAR predicts a poor prognosis of non-small cell lung cancer and affects cell apoptosis by regulating Bcl-2.Cell Death Dis 2015;6:e1665.

[77]Xie X,Liu HT,Mei J,Ding FB,Xiao HB,Hu FQ,et al. LncRNA HMlincRNA717 is down-regulated in non-small cell lung cancer and associated with poor prognosis.Int J Clin Exp Pathol 2014;7:8881-6.

[78]Liu J,Wan L,Lu K,Sun M,Pan X,Zhang P,et al.The long noncoding RNA MEG3 contributes to cisplatin resistance of human lung adenocarcinoma.PLoS One 2015;10:e0114586.

[79]Zhang EB,Yin DD,Sun M,Kong R,Liu XH,You LH,et al. P53-regulated long non-coding RNA TUG1 affects cell proliferation in human non-small cell lung cancer,partly through epigenetically regulating HOXB7 expression.Cell Death Dis 2014;5:e1243.

[80]Sun M,Liu XH,Lu KH,Nie FQ,Xia R,Kong R,et al.EZH2-mediated epigeneticsuppressionoflong noncoding RNA SPRY4-IT1 promotes NSCLC cell proliferation and metastasis by affecting the epithelial-mesenchymal transition.Cell Death Dis 2014;5:e1298.

[81]Sun M,Liu XH,Wang KM,Nie FQ,Kong R,Yang JS,et al. Downregulation of BRAF activated non-coding RNA is associated with poor prognosis for non-small cell lung cancer and promotes metastasis by affecting epithelial-mesenchymal transition.Mol Cancer 2014;13:68.

[82]Yang Y,Li H,Hou S,Hu B,Liu J,Wang J.The noncoding RNA expression profile and the effect of lncRNA AK126698 on cisplatin resistance in non-small-cell lung cancer cell.PLoS One 2013;8:e65309.

[83]Zeringer EM,Rai AJ,DeCastro J,Qu L,Gonzalez M,Chapman L,et al.A complete workflow for high throughput isolation of serum microRNAs and downstream analysis by qRT-PCR:applicationtocancerbiomarkerdiscovery.CancerRes 2015;75:3387.

[84]Gutschner T,Diederichs S.The hallmarks of cancer:a long noncoding RNA point of view.RNA Biol 2012;9:703-19.

[85]Xie H,Ma H,Zhou D.Plasma HULC as a promising novel biomarker for the detection of hepatocellular carcinoma.Biomed Res Int 2013;2013:136106.

[86]Leyten GH,Hessels D,Jannink SA,Smit FP,de Jong H,Cornel EB,et al.Prospective multicentre evaluation of PCA3 and TMPRSS2-ERG gene fusions as diagnostic and prognostic urinarybiomarkersforprostatecancer.EurUrol 2014;65:534-42.

[87]Li M,Qiu M,Xu Y,Mao Q,Wang J,Dong G,et al. Differentially expressed protein-coding genes and long noncodingRNAinearly-stagelungcancer.TumourBiol 2015;36:9969-78.

[88]Weber DG,Johnen G,Casjens S,Bryk O,Pesch B,Jo¨ckel KH,et al.Evaluation of long noncoding RNA MALAT1 as a biomarker for lung cancer in blood-based biomarker for the diagnosis of non-small cell lung cancer.BMC Res Notes 2013;6:518.

[89]Tantai J,Hu D,Yang Y,Geng J.Combined identification of long non-coding RNA XIST and HIF1A-AS1 in serum as an effective screening for non-small cell lung cancer.Int J Clin Exp Pathol 2015;8:7887-95.

[90]Zhao W,Luo J,Jiao S.Comprehensive characterization of cancer subtype associated long non-coding RNAs and their clinical implications.Sci Rep 2014;4:6591.

[91]White NM,Cabanski CR,Silva-Fisher JM,Dang HX,Govindan R,Maher CA.Transcriptome sequencing reveals altered long intergenic non-coding RNAs in lung cancer.Genome Biol 2014;15:429.

[92]Zhang J,Zhu N,Chen X.A novel long noncoding RNA LINC01133 is upregulated in lung squamous cell cancer and predicts survival.Tumour Biol 2015;36:7465-71.

[93]Zhou M,Guo M,He D,Wang X,Cui Y,Yang H,et al.A potential signature of eight long non-coding RNAs predicts survival in patients with non-small cell lung cancer.J Transl Med 2015;13:231.

[94]Albain KS,Swann RS,Rusch VW,Turrisi 3rd AT,Shepherd FA,Smith C,et al.Radiotherapy plus chemotherapy with or without surgical resection for stage III non-small-cell lung cancer:aphaseIIIrandomisedcontrolledtrial.Lancet 2009;374:379-86.

[95]Massarelli E,Varella-Garcia M,Tang X,Xavier AC,Ozburn NC,Liu DD,et al.KRAS mutation is an important predictor of resistance to therapy with epidermal growth factor receptor tyrosine kinase inhibitors in non-small-cell lung cancer.Clin Cancer Res 2007;13:2890-6.

[96]Ma J,Dong C,Ji C.MicroRNA and drug resistance.Cancer Gene Ther 2010;17:523-31.

[97]Tsang WP,Kwok TT.Riboregulator H19 induction of MDR1-associated drug resistance in human hepatocellular carcinoma cells.Oncogene 2007;26:4877-81.

[98]Schneider-Merck T,Pohnke Y,Kempf R,Christian M,Brosens JJ,Gellersen B.Physical interaction and mutual transrepression between CCAAT/enhancer-binding protein beta and the p53 tumor suppressor.J Biol Chem 2006;281:269-78.

[99]Liu Z,Sun M,Lu K,Liu J,Zhang M,Wu W,et al.The long noncoding RNA HOTAIR contributes to cisplatin resistance of humanlungadenocarcinomacellsviadownregualtionof p21(WAF1/CIP1)expression.PLoS One 2013;8:e77293.

[100]Schiller JH,Harrington D,Belani CP,Langer C,Sandler A,Krook J,et al.Comparison of four chemotherapy regimens for advancednon-small-celllungcancer.NEnglJMed 2002;346:92-8.

[101]Olaussen KA,Dunant A,Fouret P,Brambilla E,Andre´F,Haddad V,et al.DNA repair by ERCC1 in non-small-cell lung cancer and cisplatin-based adjuvant chemotherapy.N Engl J Med 2006;355:983-91.

[102]Hou Z,Xu C,Xie H,Xu H,Zhan P,Yu L,et al.Long noncoding RNAs expression patterns associated with chemo response to cisplatin based chemotherapy in lung squamous cell carcinoma patients.PLoS One 2014;9:e108133.

[103]Dong S,Qu X,Li W,Zhong X,Li P,Yang S,et al.The long non-coding RNA,GAS5,enhances gefitinib-induced cell death in innate EGFR tyrosine kinase inhibitor-resistant lung adenocarcinoma cells with wide-type EGFR via downregulation of the IGF-1R expression.J Hematol Oncol 2015;8:43.

[104]Torre LA,Bray F,Siegel RL,Ferlay J,Lortet-Tieulent J,Jemal A.Globalcancerstatistics,2012.CACancerJClin 2015;65:87-108.

22 December 2015;revised 24 February 2016;accepted 1 March 2016

Available online 7 July 2016

Handled by William C.S.Cho

.

E-mail:gbzhou@iozaccn(Zhou GB).