Inference of Crosstalk Effects between DNA Methylation and lncRNA Regulation in NSCLC

被引:13
作者
Tang, Binhua [1 ,2 ]
机构
[1] Hohai Univ, Sch Internet Things, Epigenet & Funct Grp, Nanjing 213022, Jiangsu, Peoples R China
[2] Shanghai Jiao Tong Univ, Sch Publ Hlth, Shanghai 200025, Peoples R China
基金
美国国家科学基金会;
关键词
INTEGRATIVE GENOMIC ANALYSES; LONG NONCODING RNAS; GENE-EXPRESSION; CANCER; LUNG; RESOLUTION; DATABASE; NETWORK;
D O I
10.1155/2018/7602794
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Intercellular crosstalk effects between DNA methylation and lncRNA regulation remain elusive in lung carcinoma epigenetics. We present an application toolkit MetLnc in integration and annotation for group-wise NSCLC tissue-based DNA methylation and lncRNA profiling resources, to comprehensively analyze differentially methylated loci and lncRNAs through genome-wide analysis. Together with multiple analytic functions, MetLnc acts as an efficient approach on epigenetic omics integration and interrogation. Via the benchmark with group-wise NSCLC tissue profiling and TCGA cohort resources, we study differentially methylated CpG loci and lncRNAs as meaningful clues for inferring crosstalk effects between DNA methylation and lncRNA regulation; together we conclude with investigated biomarkers for further epigenetics and clinical trial research.
引用
收藏
页数:6
相关论文
共 25 条
  • [1] LncRNAs: Bridging environmental sensing and gene expression
    Beck, Zachary T.
    Xing, Zheng
    Tran, Elizabeth J.
    [J]. RNA BIOLOGY, 2016, 13 (12) : 1189 - 1196
  • [2] High density DNA methylation array with single CpG site resolution
    Bibikova, Marina
    Barnes, Bret
    Tsan, Chan
    Ho, Vincent
    Klotzle, Brandy
    Le, Jennie M.
    Delano, David
    Zhang, Lu
    Schroth, Gary P.
    Gunderson, Kevin L.
    Fan, Jian-Bing
    Shen, Richard
    [J]. GENOMICS, 2011, 98 (04) : 288 - 295
  • [3] Biomarker Discovery in Non-Small Cell Lung Cancer: Integrating Gene Expression Profiling, Meta-analysis, and Tissue Microarray Validation
    Botling, Johan
    Edlund, Karolina
    Lohr, Miriam
    Hellwig, Birte
    Holmberg, Lars
    Lambe, Mats
    Berglund, Anders
    Ekman, Simon
    Bergqvist, Michael
    Ponten, Fredrik
    Koenig, Andre
    Fernandes, Oswaldo
    Karlsson, Mats
    Helenius, Gisela
    Karlsson, Christina
    Rahnenfuehrer, Joerg
    Hengstler, Jan G.
    Micke, Patrick
    [J]. CLINICAL CANCER RESEARCH, 2013, 19 (01) : 194 - 204
  • [4] Distinct patterns of somatic genome alterations in lung adenocarcinomas and squamous cell carcinomas
    Campbell, Joshua D.
    Alexandrov, Anton
    Kim, Jaegil
    Wala, Jeremiah
    Berger, Alice H.
    Pedamallu, Chandra Sekhar
    Shukla, Sachet A.
    Guo, Guangwu
    Brooks, Angela N.
    Murray, Bradley A.
    Imielinski, Marcin
    Hu, Xin
    Ling, Shiyun
    Akbani, Rehan
    Rosenberg, Mara
    Cibulskis, Carrie
    Ramachandran, Aruna
    Collisson, Eric A.
    Kwiatkowski, David J.
    Lawrence, Michael S.
    Weinstein, John N.
    Verhaak, Roel G. W.
    Wu, Catherine J.
    Hammerman, Peter S.
    Cherniack, Andrew D.
    Getz, Gad
    Artyomov, Maxim N.
    Schreiber, Robert
    Govindan, Ramaswamy
    Meyerson, Matthew
    [J]. NATURE GENETICS, 2016, 48 (06) : 607 - +
  • [5] LncRNADisease: a database for long-non-coding RNA-associated diseases
    Chen, Geng
    Wang, Ziyun
    Wang, Dongqing
    Qiu, Chengxiang
    Liu, Mingxi
    Chen, Xing
    Zhang, Qipeng
    Yan, Guiying
    Cui, Qinghua
    [J]. NUCLEIC ACIDS RESEARCH, 2013, 41 (D1) : D983 - D986
  • [6] Integrative genomic analyses reveal clinically relevant long noncoding RNAs in human cancer
    Du, Zhou
    Fei, Teng
    Verhaak, Roel G. W.
    Su, Zhen
    Zhang, Yong
    Brown, Myles
    Chen, Yiwen
    Liu, X. Shirley
    [J]. NATURE STRUCTURAL & MOLECULAR BIOLOGY, 2013, 20 (07) : 908 - +
  • [7] The DNA methylation landscape of human early embryos
    Guo, Hongshan
    Zhu, Ping
    Yan, Liying
    Li, Rong
    Hu, Boqiang
    Lian, Ying
    Yan, Jie
    Ren, Xiulian
    Lin, Shengli
    Li, Junsheng
    Jin, Xiaohu
    Shi, Xiaodan
    Liu, Ping
    Wang, Xiaoye
    Wang, Wei
    Wei, Yuan
    Li, Xianlong
    Guo, Fan
    Wu, Xinglong
    Fan, Xiaoying
    Yong, Jun
    Wen, Lu
    Xie, Sunney X.
    Tang, Fuchou
    Qiao, Jie
    [J]. NATURE, 2014, 511 (7511) : 606 - +
  • [8] Comprehensive genomic characterization of squamous cell lung cancers
    Hammerman, Peter S.
    Lawrence, Michael S.
    Voet, Douglas
    Jing, Rui
    Cibulskis, Kristian
    Sivachenko, Andrey
    Stojanov, Petar
    McKenna, Aaron
    Lander, Eric S.
    Gabriel, Stacey
    Getz, Gad
    Sougnez, Carrie
    Imielinski, Marcin
    Helman, Elena
    Hernandez, Bryan
    Pho, Nam H.
    Meyerson, Matthew
    Chu, Andy
    Chun, Hye-Jung E.
    Mungall, Andrew J.
    Pleasance, Erin
    Robertson, A. Gordon
    Sipahimalani, Payal
    Stoll, Dominik
    Balasundaram, Miruna
    Birol, Inanc
    Butterfield, Yaron S. N.
    Chuah, Eric
    Coope, Robin J. N.
    Corbett, Richard
    Dhalla, Noreen
    Guin, Ranabir
    Hirst, Anhe Carrie
    Hirst, Martin
    Holt, Robert A.
    Lee, Darlene
    Li, Haiyan I.
    Mayo, Michael
    Moore, Richard A.
    Mungall, Karen
    Nip, Ka Ming
    Olshen, Adam
    Schein, Jacqueline E.
    Slobodan, Jared R.
    Tam, Angela
    Thiessen, Nina
    Varhol, Richard
    Zeng, Thomas
    Zhao, Yongjun
    Jones, Steven J. M.
    [J]. NATURE, 2012, 489 (7417) : 519 - 525
  • [9] Principles and methods of integrative genomic analyses in cancer
    Kristensen, Vessela N.
    Lingjoerde, Ole Christian
    Russnes, Hege G.
    Vollan, Hans Kristian M.
    Frigessi, Arnoldo
    Borresen-Dale, Anne-Lise
    [J]. NATURE REVIEWS CANCER, 2014, 14 (05) : 299 - 313
  • [10] Integrative analysis of 111 reference human epigenomes
    Kundaje, Anshul
    Meuleman, Wouter
    Ernst, Jason
    Bilenky, Misha
    Yen, Angela
    Heravi-Moussavi, Alireza
    Kheradpour, Pouya
    Zhang, Zhizhuo
    Wang, Jianrong
    Ziller, Michael J.
    Amin, Viren
    Whitaker, John W.
    Schultz, Matthew D.
    Ward, Lucas D.
    Sarkar, Abhishek
    Quon, Gerald
    Sandstrom, Richard S.
    Eaton, Matthew L.
    Wu, Yi-Chieh
    Pfenning, Andreas R.
    Wang, Xinchen
    Claussnitzer, Melina
    Liu, Yaping
    Coarfa, Cristian
    Harris, R. Alan
    Shoresh, Noam
    Epstein, Charles B.
    Gjoneska, Elizabeta
    Leung, Danny
    Xie, Wei
    Hawkins, R. David
    Lister, Ryan
    Hong, Chibo
    Gascard, Philippe
    Mungall, Andrew J.
    Moore, Richard
    Chuah, Eric
    Tam, Angela
    Canfield, Theresa K.
    Hansen, R. Scott
    Kaul, Rajinder
    Sabo, Peter J.
    Bansal, Mukul S.
    Carles, Annaick
    Dixon, Jesse R.
    Farh, Kai-How
    Feizi, Soheil
    Karlic, Rosa
    Kim, Ah-Ram
    Kulkarni, Ashwinikumar
    [J]. NATURE, 2015, 518 (7539) : 317 - 330