Deciphering ENCODE

被引:23
作者
Diehl, Adam G. [1 ]
Boyle, Alan P. [1 ,2 ]
机构
[1] Univ Michigan, Dept Computat Med & Bioinformat, Ann Arbor, MI 48109 USA
[2] Univ Michigan, Dept Human Genet, Ann Arbor, MI 48109 USA
关键词
DIFFERENTIAL EXPRESSION ANALYSIS; HUMAN GENOME; JUNK DNA; NORMALIZATION; ANNOTATION; PROJECT; PACKAGE; BIAS; SETS;
D O I
10.1016/j.tig.2016.02.002
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
The ENCODE project represents a major leap from merely describing and comparing genomic sequences to surveying them for direct indicators of function. The astounding quantity of data produced by the ENCODE consortium can serve as a map to locate specific landmarks, guide hypothesis generation, and lead us to principles and mechanisms underlying genome biology. Despite its broad appeal, the size and complexity of the repository can be intimidating to prospective users. We present here some background about the ENCODE data, survey the resources available for accessing them, and describe a few simple principles to help prospective users choose the data type(s) that best suit their needs, where to get them, and how to use them to their best advantage.
引用
收藏
页码:238 / 249
页数:12
相关论文
共 34 条
[1]   Identification and analysis of functional elements in 1% of the human genome by the ENCODE pilot project [J].
Birney, Ewan ;
Stamatoyannopoulos, John A. ;
Dutta, Anindya ;
Guigo, Roderic ;
Gingeras, Thomas R. ;
Margulies, Elliott H. ;
Weng, Zhiping ;
Snyder, Michael ;
Dermitzakis, Emmanouil T. ;
Stamatoyannopoulos, John A. ;
Thurman, Robert E. ;
Kuehn, Michael S. ;
Taylor, Christopher M. ;
Neph, Shane ;
Koch, Christoph M. ;
Asthana, Saurabh ;
Malhotra, Ankit ;
Adzhubei, Ivan ;
Greenbaum, Jason A. ;
Andrews, Robert M. ;
Flicek, Paul ;
Boyle, Patrick J. ;
Cao, Hua ;
Carter, Nigel P. ;
Clelland, Gayle K. ;
Davis, Sean ;
Day, Nathan ;
Dhami, Pawandeep ;
Dillon, Shane C. ;
Dorschner, Michael O. ;
Fiegler, Heike ;
Giresi, Paul G. ;
Goldy, Jeff ;
Hawrylycz, Michael ;
Haydock, Andrew ;
Humbert, Richard ;
James, Keith D. ;
Johnson, Brett E. ;
Johnson, Ericka M. ;
Frum, Tristan T. ;
Rosenzweig, Elizabeth R. ;
Karnani, Neerja ;
Lee, Kirsten ;
Lefebvre, Gregory C. ;
Navas, Patrick A. ;
Neri, Fidencio ;
Parker, Stephen C. J. ;
Sabo, Peter J. ;
Sandstrom, Richard ;
Shafer, Anthony .
NATURE, 2007, 447 (7146) :799-816
[2]   Annotation of functional variation in personal genomes using RegulomeDB [J].
Boyle, Alan P. ;
Hong, Eurie L. ;
Hariharan, Manoj ;
Cheng, Yong ;
Schaub, Marc A. ;
Kasowski, Maya ;
Karczewski, Konrad J. ;
Park, Julie ;
Hitz, Benjamin C. ;
Weng, Shuai ;
Cherry, J. Michael ;
Snyder, Michael .
GENOME RESEARCH, 2012, 22 (09) :1790-1797
[3]   Combinatorial effects of multiple enhancer variants in linkage disequilibrium dictate levels of gene expression to confer susceptibility to common traits [J].
Corradin, Olivia ;
Saiakhova, Alina ;
Akhtar-Zaidi, Batool ;
Myeroff, Lois ;
Willis, Joseph ;
Iari, Richard Cowper-Sal ;
Lupien, Mathieu ;
Markowitz, Sanford ;
Scacheri, Peter C. .
GENOME RESEARCH, 2014, 24 (01) :1-13
[4]   Ensembl 2015 [J].
Cunningham, Fiona ;
Amode, M. Ridwan ;
Barrell, Daniel ;
Beal, Kathryn ;
Billis, Konstantinos ;
Brent, Simon ;
Carvalho-Silva, Denise ;
Clapham, Peter ;
Coates, Guy ;
Fitzgerald, Stephen ;
Gil, Laurent ;
Giron, Carlos Garcia ;
Gordon, Leo ;
Hourlier, Thibaut ;
Hunt, Sarah E. ;
Janacek, Sophie H. ;
Johnson, Nathan ;
Juettemann, Thomas ;
Kaehaeri, Andreas K. ;
Keenan, Stephen ;
Martin, Fergal J. ;
Maurel, Thomas ;
McLaren, William ;
Murphy, Daniel N. ;
Nag, Rishi ;
Overduin, Bert ;
Parker, Anne ;
Patricio, Mateus ;
Perry, Emily ;
Pignatelli, Miguel ;
Riat, Harpreet Singh ;
Sheppard, Daniel ;
Taylor, Kieron ;
Thormann, Anja ;
Vullo, Alessandro ;
Wilder, Steven P. ;
Zadissa, Amonida ;
Aken, Bronwen L. ;
Birney, Ewan ;
Harrow, Jennifer ;
Kinsella, Rhoda ;
Muffato, Matthieu ;
Ruffier, Magali ;
Searle, Stephen M. J. ;
Spudich, Giulietta ;
Trevanion, Stephen J. ;
Yates, Andy ;
Zerbino, Daniel R. ;
Flicek, Paul .
NUCLEIC ACIDS RESEARCH, 2015, 43 (D1) :D662-D669
[5]   A comprehensive evaluation of normalization methods for Illumina high-throughput RNA sequencing data analysis [J].
Dillies, Marie-Agnes ;
Rau, Andrea ;
Aubert, Julie ;
Hennequet-Antier, Christelle ;
Jeanmougin, Marine ;
Servant, Nicolas ;
Keime, Celine ;
Marot, Guillemette ;
Castel, David ;
Estelle, Jordi ;
Guernec, Gregory ;
Jagla, Bernd ;
Jouneau, Luc ;
Laloe, Denis ;
Le Gall, Caroline ;
Schaeffer, Brigitte ;
Le Crom, Stephane ;
Guedj, Mickael ;
Jaffrezic, Florence .
BRIEFINGS IN BIOINFORMATICS, 2013, 14 (06) :671-683
[6]   Is junk DNA bunk? A critique of ENCODE [J].
Doolittle, W. Ford .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2013, 110 (14) :5294-5300
[7]   The ENCODE project: Missteps overshadowing a success [J].
Eddy, Sean R. .
CURRENT BIOLOGY, 2013, 23 (07) :R259-R261
[8]   The C-value paradox, junk DNA and ENCODE [J].
Eddy, Sean R. .
CURRENT BIOLOGY, 2012, 22 (21) :R898-R899
[9]   The ENCODE (ENCyclopedia of DNA elements) Project [J].
Feingold, EA ;
Good, PJ ;
Guyer, MS ;
Kamholz, S ;
Liefer, L ;
Wetterstrand, K ;
Collins, FS ;
Gingeras, TR ;
Kampa, D ;
Sekinger, EA ;
Cheng, J ;
Hirsch, H ;
Ghosh, S ;
Zhu, Z ;
Pate, S ;
Piccolboni, A ;
Yang, A ;
Tammana, H ;
Bekiranov, S ;
Kapranov, P ;
Harrison, R ;
Church, G ;
Struhl, K ;
Ren, B ;
Kim, TH ;
Barrera, LO ;
Qu, C ;
Van Calcar, S ;
Luna, R ;
Glass, CK ;
Rosenfeld, MG ;
Guigo, R ;
Antonarakis, SE ;
Birney, E ;
Brent, M ;
Pachter, L ;
Reymond, A ;
Dermitzakis, ET ;
Dewey, C ;
Keefe, D ;
Denoeud, F ;
Lagarde, J ;
Ashurst, J ;
Hubbard, T ;
Wesselink, JJ ;
Castelo, R ;
Eyras, E ;
Myers, RM ;
Sidow, A ;
Batzoglou, S .
SCIENCE, 2004, 306 (5696) :636-640
[10]   Integrative Analysis of the Caenorhabditis elegans Genome by the modENCODE Project [J].
Gerstein, Mark B. ;
Lu, Zhi John ;
Van Nostrand, Eric L. ;
Cheng, Chao ;
Arshinoff, Bradley I. ;
Liu, Tao ;
Yip, Kevin Y. ;
Robilotto, Rebecca ;
Rechtsteiner, Andreas ;
Ikegami, Kohta ;
Alves, Pedro ;
Chateigner, Aurelien ;
Perry, Marc ;
Morris, Mitzi ;
Auerbach, Raymond K. ;
Feng, Xin ;
Leng, Jing ;
Vielle, Anne ;
Niu, Wei ;
Rhrissorrakrai, Kahn ;
Agarwal, Ashish ;
Alexander, Roger P. ;
Barber, Galt ;
Brdlik, Cathleen M. ;
Brennan, Jennifer ;
Brouillet, Jeremy Jean ;
Carr, Adrian ;
Cheung, Ming-Sin ;
Clawson, Hiram ;
Contrino, Sergio ;
Dannenberg, Luke O. ;
Dernburg, Abby F. ;
Desai, Arshad ;
Dick, Lindsay ;
Dose, Andrea C. ;
Du, Jiang ;
Egelhofer, Thea ;
Ercan, Sevinc ;
Euskirchen, Ghia ;
Ewing, Brent ;
Feingold, Elise A. ;
Gassmann, Reto ;
Good, Peter J. ;
Green, Phil ;
Gullier, Francois ;
Gutwein, Michelle ;
Guyer, Mark S. ;
Habegger, Lukas ;
Han, Ting ;
Henikoff, Jorja G. .
SCIENCE, 2010, 330 (6012) :1775-1787