OncoLnc: linking TCGA survival data to mRNAs, miRNAs, and lncRNAs

被引:510
作者
Anaya, Jordan [1 ]
机构
[1] Omnesres Com, Charlottesville, VA USA
关键词
TCGA; Cancer; RNA-SEQ; mRNA; miRNA; lncRNA; Kaplan-Meier; Cox regression; Database;
D O I
10.7717/peerj-cs.67
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
OncoLnc is a tool for interactively exploring survival correlations, and for downloading clinical data coupled to expression data for mRNAs, miRNAs, or long noncoding RNAs (lncRNAs). OncoLnc contains survival data for 8,647 patients from 21 cancer studies performed by The Cancer Genome Atlas (TCGA), along with RNA-SEQ expression for mRNAs and miRNAs from TCGA, and lncRNA expression from MiTranscriptome beta. Storing this data gives users the ability to separate patients by gene expression, and then create publication-quality Kaplan-Meier plots or download the data for further analyses. OncoLnc also stores precomputed survival analyses, allowing users to quickly explore survival correlations for up to 21 cancers in a single click. This resource allows researchers studying a specific gene to quickly investigate if it may have a role in cancer, and the supporting data allows researchers studying a specific cancer to identify the mRNAs, miRNAs, and lncRNAs most correlated with survival, and researchers looking for a novel lncRNA involved with cancer lists of potential candidates.
引用
收藏
页数:13
相关论文
共 19 条
[1]   A pan-cancer analysis of prognostic genesl [J].
Anaya, Jordan ;
Reon, Brian ;
Chen, Wei-Min ;
Bekiranov, Stefan ;
Duna, Anindya .
PEERJ, 2016, 4
[2]   The Somatic Genomic Landscape of Glioblastoma [J].
Brennan, Cameron W. ;
Verhaak, Roel G. W. ;
McKenna, Aaron ;
Campos, Benito ;
Noushmehr, Houtan ;
Salama, Sofie R. ;
Zheng, Siyuan ;
Chakravarty, Debyani ;
Sanborn, J. Zachary ;
Berman, Samuel H. ;
Beroukhim, Rameen ;
Bernard, Brady ;
Wu, Chang-Jiun ;
Genovese, Giannicola ;
Shmulevich, Ilya ;
Barnholtz-Sloan, Jill ;
Zou, Lihua ;
Vegesna, Rahulsimham ;
Shukla, Sachet A. ;
Ciriello, Giovanni ;
Yung, W. K. ;
Zhang, Wei ;
Sougnez, Carrie ;
Mikkelsen, Tom ;
Aldape, Kenneth ;
Bigner, Darell D. ;
Van Meir, Erwin G. ;
Prados, Michael ;
Sloan, Andrew ;
Black, Keith L. ;
Eschbacher, Jennifer ;
Finocchiaro, Gaetano ;
Friedman, William ;
Andrews, David W. ;
Guha, Abhijit ;
Iacocca, Mary ;
O'Neill, Brian P. ;
Foltz, Greg ;
Myers, Jerome ;
Weisenberger, Daniel J. ;
Penny, Robert ;
Kucherlapati, Raju ;
Perou, Charles M. ;
Hayes, D. Neil ;
Gibbs, Richard ;
Marra, Marco ;
Mills, Gordon B. ;
Lander, Eric ;
Spellman, Paul ;
Wilson, Richard .
CELL, 2013, 155 (02) :462-477
[3]   Cancer-Specific High-Throughput Annotation of Somatic Mutations: Computational Prediction of Driver Missense Mutations [J].
Carter, Hannah ;
Chen, Sining ;
Isik, Leyla ;
Tyekucheva, Svitlana ;
Velculescu, Victor E. ;
Kinzler, Kenneth W. ;
Vogelstein, Bert ;
Karchin, Rachel .
CANCER RESEARCH, 2009, 69 (16) :6660-6667
[4]   The cBio Cancer Genomics Portal: An Open Platform for Exploring Multidimensional Cancer Genomics Data [J].
Cerami, Ethan ;
Gao, Jianjiong ;
Dogrusoz, Ugur ;
Gross, Benjamin E. ;
Sumer, Selcuk Onur ;
Aksoy, Buelent Arman ;
Jacobsen, Anders ;
Byrne, Caitlin J. ;
Heuer, Michael L. ;
Larsson, Erik ;
Antipin, Yevgeniy ;
Reva, Boris ;
Goldberg, Arthur P. ;
Sander, Chris ;
Schultz, Nikolaus .
CANCER DISCOVERY, 2012, 2 (05) :401-404
[5]   Should EGFR mutations be tested in advanced lung squamous cell carcinomas to guide frontline treatment? [J].
Chiu, Chao-Hua ;
Chou, Teh-Ying ;
Chiang, Chi-Lu ;
Tsai, Chun-Ming .
CANCER CHEMOTHERAPY AND PHARMACOLOGY, 2014, 74 (04) :661-665
[6]   Emerging landscape of oncogenic signatures across human cancers [J].
Ciriello, Giovanni ;
Miller, Martin L. ;
Aksoy, Buelent Arman ;
Senbabaoglu, Yasin ;
Schultz, Nikolaus ;
Sander, Chris .
NATURE GENETICS, 2013, 45 (10) :1127-U247
[7]   Online Survival Analysis Software to Assess the Prognostic Value of Biomarkers Using Transcriptomic Data in Non-Small-Cell Lung Cancer [J].
Gyorffy, Balazs ;
Surowiak, Pawel ;
Budczies, Jan ;
Lanczky, Andras .
PLOS ONE, 2013, 8 (12)
[8]   The Pan-Cancer analysis of pseudogene expression reveals biologically and clinically relevant tumour subtypes [J].
Han, Leng ;
Yuan, Yuan ;
Zheng, Siyuan ;
Yang, Yang ;
Li, Jun ;
Edgerton, Mary E. ;
Diao, Lixia ;
Xu, Yanxun ;
Verhaak, Roeland G. W. ;
Liang, Han .
NATURE COMMUNICATIONS, 2014, 5
[9]   Multiplatform Analysis of 12 Cancer Types Reveals Molecular Classification within and across Tissues of Origin [J].
Hoadley, Katherine A. ;
Yau, Christina ;
Wolf, Denise M. ;
Cherniack, Andrew D. ;
Tamborero, David ;
Ng, Sam ;
Leiserson, Max D. M. ;
Niu, Beifang ;
McLellan, Michael D. ;
Uzunangelov, Vladislav ;
Zhang, Jiashan ;
Kandoth, Cyriac ;
Akbani, Rehan ;
Shen, Hui ;
Omberg, Larsson ;
Chu, Andy ;
Margolin, Adam A. ;
van't Veer, Laura J. ;
Lopez-Bigas, Nuria ;
Laird, Peter W. ;
Raphael, Benjamin J. ;
Ding, Li ;
Robertson, A. Gordon ;
Byers, Lauren A. ;
Mills, Gordon B. ;
Weinstein, John N. ;
Van Waes, Carter ;
Chen, Zhong ;
Collisson, Eric A. ;
Benz, Christopher C. ;
Perou, Charles M. ;
Stuart, Joshua M. ;
Abbott, Rachel ;
Abbott, Scott ;
Aksoy, B. Arman ;
Aldape, Kenneth ;
Ally, Adrian ;
Amin, Samirkumar ;
Anastassiou, Dimitris ;
Auman, J. Todd ;
Baggerly, Keith A. ;
Balasundaram, Miruna ;
Balu, Saianand ;
Baylin, Stephen B. ;
Benz, Stephen C. ;
Berman, Benjamin P. ;
Bernard, Brady ;
Bhatt, Ami S. ;
Birol, Inanc ;
Black, Aaron D. .
CELL, 2014, 158 (04) :929-944
[10]   The landscape of long noncoding RNAs in the human transcriptome [J].
Iyer, Matthew K. ;
Niknafs, Yashar S. ;
Malik, Rohit ;
Singhal, Udit ;
Sahu, Anirban ;
Hosono, Yasuyuki ;
Barrette, Terrence R. ;
Prensner, John R. ;
Evans, Joseph R. ;
Zhao, Shuang ;
Poliakov, Anton ;
Cao, Xuhong ;
Dhanasekaran, Saravana M. ;
Wu, Yi-Mi ;
Robinson, Dan R. ;
Beer, David G. ;
Feng, Felix Y. ;
Iyer, Hariharan K. ;
Chinnaiyan, Arul M. .
NATURE GENETICS, 2015, 47 (03) :199-+