Genome-wide identification of conserved regulatory function in diverged sequences

被引:58
作者
Taher, Leila [2 ]
McGaughey, David M. [1 ]
Maragh, Samantha [1 ,3 ]
Aneas, Ivy [4 ]
Bessling, Seneca L. [1 ]
Miller, Webb [5 ]
Nobrega, Marcelo A. [4 ]
McCallion, Andrew S. [1 ]
Ovcharenko, Ivan [2 ]
机构
[1] Johns Hopkins Univ, Sch Med, Dept Mol & Comparat Pathobiol, McKusick Nathans Inst Genet Med, Baltimore, MD 21205 USA
[2] NIH, Computat Biol Branch, Natl Ctr Biotechnol Informat, Natl Lib Med, Bethesda, MD 20894 USA
[3] NIST, Div Biochem Sci, Gaithersburg, MD 20899 USA
[4] Univ Chicago, Dept Human Genet, Chicago, IL 60637 USA
[5] Penn State Univ, Ctr Comparat Genom & Bioinformat, University Pk, PA 16802 USA
关键词
TRANSCRIPTION-FACTOR-BINDING; EMBRYONIC-DEVELOPMENT; EVOLUTION; ALIGNMENT; ELEMENTS; ENHANCERS; DISCOVERY; SITES; VERTEBRATE; DROSOPHILA;
D O I
10.1101/gr.119016.110
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Plasticity of gene regulatory encryption can permit DNA sequence divergence without loss of function. Functional information is preserved through conservation of the composition of transcription factor binding sites (TFBS) in a regulatory element. We have developed a method that can accurately identify pairs of functional noncoding orthologs at evolutionarily diverged loci by searching for conserved TFBS arrangements. With an estimated 5% false-positive rate (FPR) in approximately 3000 human and zebrafish syntenic loci, we detected approximately 300 pairs of diverged elements that are likely to share common ancestry and have similar regulatory activity. By analyzing a pool of experimentally validated human enhancers, we demonstrated that 7/8 (88%) of their predicted functional orthologs retained in vivo regulatory control. Moreover, in 5/7 (71%) of assayed enhancer pairs, we observed concordant expression patterns. We argue that TFBS composition is often necessary to retain and sufficient to predict regulatory function in the absence of overt sequence conservation, revealing an entire class of functionally conserved, evolutionarily diverged regulatory elements that we term "covert.''
引用
收藏
页码:1139 / 1149
页数:11
相关论文
共 75 条
  • [1] Abdi Herve., 2007, ENCY MEASUREMENT STA, P1
  • [2] Adaptive evolution of non-coding DNA in Drosophila
    Andolfatto, P
    [J]. NATURE, 2005, 437 (7062) : 1149 - 1152
  • [3] An alignment-free method to identify candidate orthologous enhancers in multiple Drosophila genomes
    Arunachalam, Manonmani
    Jayasurya, Karthik
    Tomancak, Pavel
    Ohler, Uwe
    [J]. BIOINFORMATICS, 2010, 26 (17) : 2109 - 2115
  • [4] Gene Ontology: tool for the unification of biology
    Ashburner, M
    Ball, CA
    Blake, JA
    Botstein, D
    Butler, H
    Cherry, JM
    Davis, AP
    Dolinski, K
    Dwight, SS
    Eppig, JT
    Harris, MA
    Hill, DP
    Issel-Tarver, L
    Kasarskis, A
    Lewis, S
    Matese, JC
    Richardson, JE
    Ringwald, M
    Rubin, GM
    Sherlock, G
    [J]. NATURE GENETICS, 2000, 25 (01) : 25 - 29
  • [5] The GOA database in 2009-an integrated Gene Ontology Annotation resource
    Barrell, Daniel
    Dimmer, Emily
    Huntley, Rachael P.
    Binns, David
    O'Donovan, Claire
    Apweiler, Rolf
    [J]. NUCLEIC ACIDS RESEARCH, 2009, 37 : D396 - D403
  • [6] High-resolution profiling of histone methylations in the human genome
    Barski, Artern
    Cuddapah, Suresh
    Cui, Kairong
    Roh, Tae-Young
    Schones, Dustin E.
    Wang, Zhibin
    Wei, Gang
    Chepelev, Iouri
    Zhao, Keji
    [J]. CELL, 2007, 129 (04) : 823 - 837
  • [7] Ultraconserved elements in the human genome
    Bejerano, G
    Pheasant, M
    Makunin, I
    Stephen, S
    Kent, WJ
    Mattick, JS
    Haussler, D
    [J]. SCIENCE, 2004, 304 (5675) : 1321 - 1325
  • [8] Berezikov E, 2004, GENOME RES, V14, P170
  • [9] Functional variation and evolution of non-coding DNA
    Bird, Christine P.
    Stranger, Barbara E.
    Dermitzakis, Emmanouil T.
    [J]. CURRENT OPINION IN GENETICS & DEVELOPMENT, 2006, 16 (06) : 559 - 564
  • [10] Identification and analysis of functional elements in 1% of the human genome by the ENCODE pilot project
    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
    [J]. NATURE, 2007, 447 (7146) : 799 - 816