Comprehensive epigenetic analysis of the signature genes in lung adenocarcinoma

被引:6
作者
Zhang, Yunfeng [1 ]
Zhao, Weidong [2 ]
Zhang, Jia [1 ]
机构
[1] Xi An Jiao Tong Univ, Affiliated Hosp 1, Dept Thorac Surg 2, Xian, Shaanxi, Peoples R China
[2] Weinan Cent Hosp Shanxi Prov, Dept Oncosurg, Weinan, Peoples R China
关键词
biomarkers; lung adenocarcinoma; signature genes; DNA METHYLATION; EXPRESSION; CANCER; PROLIFERATION; INTEGRATION; PROGNOSIS; RECEPTOR; GENOME;
D O I
10.2217/epi-2017-0023
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Aim: This study aimed to explore the epigenetic modifications of signature genes in lung adenocarcinoma. Materials & methods: The data of miRNA expression, mRNA expression and DNA methylation were downloaded from The Cancer Genome Atlas. Differential analysis was performed, followed by correlation analysis of miRNA-mRNA and DNA methylation-mRNA. Results: A total of 14 significant inverse correlations between gene expression and DNA methylation were identified, the expressions of which were selected for further validation via GSE27262, displaying similar pattern with that of the integrated analysis. In addition, qRT-PCR results showed that the expression profiling results of six mRNAs and one miRNA were consistent with the findings of integrated analysis. Five genes showed higher diagnostic value, which was also associated with overall survival of patients. Conclusion: Taken together, the epigenetic alterations of signature genes may hold promise for becoming biomarkers for the early detection of lung adenocarcinoma.
引用
收藏
页码:1161 / 1173
页数:13
相关论文
共 45 条
[1]   Differential expression analysis for sequence count data [J].
Anders, Simon ;
Huber, Wolfgang .
GENOME BIOLOGY, 2010, 11 (10)
[2]  
[Anonymous], 2018, ANTI-CANCER DRUG, DOI [DOI 10.3322/caac.20115, DOI 10.1097/CAD.0000000000000617]
[3]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[4]   The MIQE Guidelines: Minimum Information for Publication of Quantitative Real-Time PCR Experiments [J].
Bustin, Stephen A. ;
Benes, Vladimir ;
Garson, Jeremy A. ;
Hellemans, Jan ;
Huggett, Jim ;
Kubista, Mikael ;
Mueller, Reinhold ;
Nolan, Tania ;
Pfaffl, Michael W. ;
Shipley, Gregory L. ;
Vandesompele, Jo ;
Wittwer, Carl T. .
CLINICAL CHEMISTRY, 2009, 55 (04) :611-622
[5]   Cancerous, but not stromal, thrombospondin-2 contributes prognosis in pulmonary adenocarcinoma [J].
Chijiwa, Tsuyoshi ;
Abe, Yoshiyuki ;
Inoue, Yoshimasa ;
Matsumoto, Hozumi ;
Kawai, Kenji ;
Matsuyama, Masahiro ;
Miyazaki, Noriyuki ;
Inoue, Hiroshi ;
Mukai, Masaya ;
Ueyama, Yoshito ;
Nakamura, Masato .
ONCOLOGY REPORTS, 2009, 22 (02) :279-283
[6]  
Chong IW, 2006, ONCOL REP, V16, P981
[7]   Genetic and epigenetic analysis of non-small cell lung cancer with NotI-microarrays [J].
Dmitriev, Alexey A. ;
Kashuba, Vladimir I. ;
Haraldson, Klas ;
Senchenko, Vera N. ;
Pavlova, Tatiana V. ;
Kudryavtseva, Anna V. ;
Anedchenko, Ekaterina A. ;
Krasnov, George S. ;
Pronina, Irina V. ;
Loginov, Vitalij I. ;
Kondratieva, Tatiana T. ;
Kazubskaya, Tatiana P. ;
Braga, Eleonora A. ;
Yenamandra, Surya P. ;
Ignatjev, Ilya ;
Ernberg, Ingemar ;
Klein, George ;
Lerman, Michael I. ;
Zabarovsky, Eugene R. .
EPIGENETICS, 2012, 7 (05) :502-513
[8]   Integrated analysis of DNA methylation and microRNA regulation of the lung adenocarcinoma transcriptome [J].
Du, Jiang ;
Zhang, Lin .
ONCOLOGY REPORTS, 2015, 34 (02) :585-594
[9]   Molecular origins of cancer: Epigenetics in cancer [J].
Esteller, Manel .
NEW ENGLAND JOURNAL OF MEDICINE, 2008, 358 (11) :1148-1159
[10]   Epigenetic gene silencing in cancer: the DNA hypermethylome [J].
Esteller, Manel .
HUMAN MOLECULAR GENETICS, 2007, 16 :R50-R59