Literature DB >> 21875934

What fraction of the human genome is functional?

Chris P Ponting1, Ross C Hardison.   

Abstract

Many evolutionary studies over the past decade have estimated α(sel), the proportion of all nucleotides in the human genome that are subject to purifying selection because of their biological function. Most of these studies have estimated the nucleotide substitution rates from genome sequence alignments across many diverse mammals. Some α(sel) estimates will be affected by the heterogeneity of substitution rates in neutral sequence across the genome. Most will also be inaccurate if change in the functional sequence repertoire occurs rapidly relative to the separation of lineages that are being compared. Evidence gathered from both evolutionary and experimental analyses now indicate that rates of "turnover" of functional, predominantly noncoding, sequence are, indeed, high. They are sufficiently high that an estimated 50% of mouse constrained noncoding sequence is predicted not to be shared with rat, a closely related rodent. The rapidity of turnover results in, at least, a twofold underestimate of α(sel) by analyses that measure constraint across the eutherian phylogeny. Approaches that take account of turnover estimate that the steady-state value of α(sel) lies between 10% and 15%. Experimental studies corroborate the predicted rates of loss and gain of noncoding functional sites. These studies show the limitations inherent in the use of deep sequence conservation for identifying functional sequence. Experimental investigations focusing on lineage-specific, noncoding, and functional sequence are now essential if we are to appreciate the complete functional repertoire of the human genome.

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Year:  2011        PMID: 21875934      PMCID: PMC3205562          DOI: 10.1101/gr.116814.110

Source DB:  PubMed          Journal:  Genome Res        ISSN: 1088-9051            Impact factor:   9.043


  57 in total

1.  Initial sequencing and comparative analysis of the mouse genome.

Authors:  Robert H Waterston; Kerstin Lindblad-Toh; Ewan Birney; Jane Rogers; Josep F Abril; Pankaj Agarwal; Richa Agarwala; Rachel Ainscough; Marina Alexandersson; Peter An; Stylianos E Antonarakis; John Attwood; Robert Baertsch; Jonathon Bailey; Karen Barlow; Stephan Beck; Eric Berry; Bruce Birren; Toby Bloom; Peer Bork; Marc Botcherby; Nicolas Bray; Michael R Brent; Daniel G Brown; Stephen D Brown; Carol Bult; John Burton; Jonathan Butler; Robert D Campbell; Piero Carninci; Simon Cawley; Francesca Chiaromonte; Asif T Chinwalla; Deanna M Church; Michele Clamp; Christopher Clee; Francis S Collins; Lisa L Cook; Richard R Copley; Alan Coulson; Olivier Couronne; James Cuff; Val Curwen; Tim Cutts; Mark Daly; Robert David; Joy Davies; Kimberly D Delehaunty; Justin Deri; Emmanouil T Dermitzakis; Colin Dewey; Nicholas J Dickens; Mark Diekhans; Sheila Dodge; Inna Dubchak; Diane M Dunn; Sean R Eddy; Laura Elnitski; Richard D Emes; Pallavi Eswara; Eduardo Eyras; Adam Felsenfeld; Ginger A Fewell; Paul Flicek; Karen Foley; Wayne N Frankel; Lucinda A Fulton; Robert S Fulton; Terrence S Furey; Diane Gage; Richard A Gibbs; Gustavo Glusman; Sante Gnerre; Nick Goldman; Leo Goodstadt; Darren Grafham; Tina A Graves; Eric D Green; Simon Gregory; Roderic Guigó; Mark Guyer; Ross C Hardison; David Haussler; Yoshihide Hayashizaki; LaDeana W Hillier; Angela Hinrichs; Wratko Hlavina; Timothy Holzer; Fan Hsu; Axin Hua; Tim Hubbard; Adrienne Hunt; Ian Jackson; David B Jaffe; L Steven Johnson; Matthew Jones; Thomas A Jones; Ann Joy; Michael Kamal; Elinor K Karlsson; Donna Karolchik; Arkadiusz Kasprzyk; Jun Kawai; Evan Keibler; Cristyn Kells; W James Kent; Andrew Kirby; Diana L Kolbe; Ian Korf; Raju S Kucherlapati; Edward J Kulbokas; David Kulp; Tom Landers; J P Leger; Steven Leonard; Ivica Letunic; Rosie Levine; Jia Li; Ming Li; Christine Lloyd; Susan Lucas; Bin Ma; Donna R Maglott; Elaine R Mardis; Lucy Matthews; Evan Mauceli; John H Mayer; Megan McCarthy; W Richard McCombie; Stuart McLaren; Kirsten McLay; John D McPherson; Jim Meldrim; Beverley Meredith; Jill P Mesirov; Webb Miller; Tracie L Miner; Emmanuel Mongin; Kate T Montgomery; Michael Morgan; Richard Mott; James C Mullikin; Donna M Muzny; William E Nash; Joanne O Nelson; Michael N Nhan; Robert Nicol; Zemin Ning; Chad Nusbaum; Michael J O'Connor; Yasushi Okazaki; Karen Oliver; Emma Overton-Larty; Lior Pachter; Genís Parra; Kymberlie H Pepin; Jane Peterson; Pavel Pevzner; Robert Plumb; Craig S Pohl; Alex Poliakov; Tracy C Ponce; Chris P Ponting; Simon Potter; Michael Quail; Alexandre Reymond; Bruce A Roe; Krishna M Roskin; Edward M Rubin; Alistair G Rust; Ralph Santos; Victor Sapojnikov; Brian Schultz; Jörg Schultz; Matthias S Schwartz; Scott Schwartz; Carol Scott; Steven Seaman; Steve Searle; Ted Sharpe; Andrew Sheridan; Ratna Shownkeen; Sarah Sims; Jonathan B Singer; Guy Slater; Arian Smit; Douglas R Smith; Brian Spencer; Arne Stabenau; Nicole Stange-Thomann; Charles Sugnet; Mikita Suyama; Glenn Tesler; Johanna Thompson; David Torrents; Evanne Trevaskis; John Tromp; Catherine Ucla; Abel Ureta-Vidal; Jade P Vinson; Andrew C Von Niederhausern; Claire M Wade; Melanie Wall; Ryan J Weber; Robert B Weiss; Michael C Wendl; Anthony P West; Kris Wetterstrand; Raymond Wheeler; Simon Whelan; Jamey Wierzbowski; David Willey; Sophie Williams; Richard K Wilson; Eitan Winter; Kim C Worley; Dudley Wyman; Shan Yang; Shiaw-Pyng Yang; Evgeny M Zdobnov; Michael C Zody; Eric S Lander
Journal:  Nature       Date:  2002-12-05       Impact factor: 49.962

2.  Significance of interspecies matches when evolutionary rate varies.

Authors:  Jia Li; Webb Miller
Journal:  J Comput Biol       Date:  2003       Impact factor: 1.479

3.  Identification and analysis of functional elements in 1% of the human genome by the ENCODE pilot project.

Authors:  Ewan Birney; John A Stamatoyannopoulos; Anindya Dutta; Roderic Guigó; Thomas R Gingeras; Elliott H Margulies; Zhiping Weng; Michael Snyder; Emmanouil T Dermitzakis; Robert E Thurman; Michael S Kuehn; Christopher M Taylor; Shane Neph; Christoph M Koch; Saurabh Asthana; Ankit Malhotra; Ivan Adzhubei; Jason A Greenbaum; Robert M Andrews; Paul Flicek; Patrick J Boyle; Hua Cao; Nigel P Carter; Gayle K Clelland; Sean Davis; Nathan Day; Pawandeep Dhami; Shane C Dillon; Michael O Dorschner; Heike Fiegler; Paul G Giresi; Jeff Goldy; Michael Hawrylycz; Andrew Haydock; Richard Humbert; Keith D James; Brett E Johnson; Ericka M Johnson; Tristan T Frum; Elizabeth R Rosenzweig; Neerja Karnani; Kirsten Lee; Gregory C Lefebvre; Patrick A Navas; Fidencio Neri; Stephen C J Parker; Peter J Sabo; Richard Sandstrom; Anthony Shafer; David Vetrie; Molly Weaver; Sarah Wilcox; Man Yu; Francis S Collins; Job Dekker; Jason D Lieb; Thomas D Tullius; Gregory E Crawford; Shamil Sunyaev; William S Noble; Ian Dunham; France Denoeud; Alexandre Reymond; Philipp Kapranov; Joel Rozowsky; Deyou Zheng; Robert Castelo; Adam Frankish; Jennifer Harrow; Srinka Ghosh; Albin Sandelin; Ivo L Hofacker; Robert Baertsch; Damian Keefe; Sujit Dike; Jill Cheng; Heather A Hirsch; Edward A Sekinger; Julien Lagarde; Josep F Abril; Atif Shahab; Christoph Flamm; Claudia Fried; Jörg Hackermüller; Jana Hertel; Manja Lindemeyer; Kristin Missal; Andrea Tanzer; Stefan Washietl; Jan Korbel; Olof Emanuelsson; Jakob S Pedersen; Nancy Holroyd; Ruth Taylor; David Swarbreck; Nicholas Matthews; Mark C Dickson; Daryl J Thomas; Matthew T Weirauch; James Gilbert; Jorg Drenkow; Ian Bell; XiaoDong Zhao; K G Srinivasan; Wing-Kin Sung; Hong Sain Ooi; Kuo Ping Chiu; Sylvain Foissac; Tyler Alioto; Michael Brent; Lior Pachter; Michael L Tress; Alfonso Valencia; Siew Woh Choo; Chiou Yu Choo; Catherine Ucla; Caroline Manzano; Carine Wyss; Evelyn Cheung; Taane G Clark; James B Brown; Madhavan Ganesh; Sandeep Patel; Hari Tammana; Jacqueline Chrast; Charlotte N Henrichsen; Chikatoshi Kai; Jun Kawai; Ugrappa Nagalakshmi; Jiaqian Wu; Zheng Lian; Jin Lian; Peter Newburger; Xueqing Zhang; Peter Bickel; John S Mattick; Piero Carninci; Yoshihide Hayashizaki; Sherman Weissman; Tim Hubbard; Richard M Myers; Jane Rogers; Peter F Stadler; Todd M Lowe; Chia-Lin Wei; Yijun Ruan; Kevin Struhl; Mark Gerstein; Stylianos E Antonarakis; Yutao Fu; Eric D Green; Ulaş Karaöz; Adam Siepel; James Taylor; Laura A Liefer; Kris A Wetterstrand; Peter J Good; Elise A Feingold; Mark S Guyer; Gregory M Cooper; George Asimenos; Colin N Dewey; Minmei Hou; Sergey Nikolaev; Juan I Montoya-Burgos; Ari Löytynoja; Simon Whelan; Fabio Pardi; Tim Massingham; Haiyan Huang; Nancy R Zhang; Ian Holmes; James C Mullikin; Abel Ureta-Vidal; Benedict Paten; Michael Seringhaus; Deanna Church; Kate Rosenbloom; W James Kent; Eric A Stone; Serafim Batzoglou; Nick Goldman; Ross C Hardison; David Haussler; Webb Miller; Arend Sidow; Nathan D Trinklein; Zhengdong D Zhang; Leah Barrera; Rhona Stuart; David C King; Adam Ameur; Stefan Enroth; Mark C Bieda; Jonghwan Kim; Akshay A Bhinge; Nan Jiang; Jun Liu; Fei Yao; Vinsensius B Vega; Charlie W H Lee; Patrick Ng; Atif Shahab; Annie Yang; Zarmik Moqtaderi; Zhou Zhu; Xiaoqin Xu; Sharon Squazzo; Matthew J Oberley; David Inman; Michael A Singer; Todd A Richmond; Kyle J Munn; Alvaro Rada-Iglesias; Ola Wallerman; Jan Komorowski; Joanna C Fowler; Phillippe Couttet; Alexander W Bruce; Oliver M Dovey; Peter D Ellis; Cordelia F Langford; David A Nix; Ghia Euskirchen; Stephen Hartman; Alexander E Urban; Peter Kraus; Sara Van Calcar; Nate Heintzman; Tae Hoon Kim; Kun Wang; Chunxu Qu; Gary Hon; Rosa Luna; Christopher K Glass; M Geoff Rosenfeld; Shelley Force Aldred; Sara J Cooper; Anason Halees; Jane M Lin; Hennady P Shulha; Xiaoling Zhang; Mousheng Xu; Jaafar N S Haidar; Yong Yu; Yijun Ruan; Vishwanath R Iyer; Roland D Green; Claes Wadelius; Peggy J Farnham; Bing Ren; Rachel A Harte; Angie S Hinrichs; Heather Trumbower; Hiram Clawson; Jennifer Hillman-Jackson; Ann S Zweig; Kayla Smith; Archana Thakkapallayil; Galt Barber; Robert M Kuhn; Donna Karolchik; Lluis Armengol; Christine P Bird; Paul I W de Bakker; Andrew D Kern; Nuria Lopez-Bigas; Joel D Martin; Barbara E Stranger; Abigail Woodroffe; Eugene Davydov; Antigone Dimas; Eduardo Eyras; Ingileif B Hallgrímsdóttir; Julian Huppert; Michael C Zody; Gonçalo R Abecasis; Xavier Estivill; Gerard G Bouffard; Xiaobin Guan; Nancy F Hansen; Jacquelyn R Idol; Valerie V B Maduro; Baishali Maskeri; Jennifer C McDowell; Morgan Park; Pamela J Thomas; Alice C Young; Robert W Blakesley; Donna M Muzny; Erica Sodergren; David A Wheeler; Kim C Worley; Huaiyang Jiang; George M Weinstock; Richard A Gibbs; Tina Graves; Robert Fulton; Elaine R Mardis; Richard K Wilson; Michele Clamp; James Cuff; Sante Gnerre; David B Jaffe; Jean L Chang; Kerstin Lindblad-Toh; Eric S Lander; Maxim Koriabine; Mikhail Nefedov; Kazutoyo Osoegawa; Yuko Yoshinaga; Baoli Zhu; Pieter J de Jong
Journal:  Nature       Date:  2007-06-14       Impact factor: 49.962

4.  28-way vertebrate alignment and conservation track in the UCSC Genome Browser.

Authors:  Webb Miller; Kate Rosenbloom; Ross C Hardison; Minmei Hou; James Taylor; Brian Raney; Richard Burhans; David C King; Robert Baertsch; Daniel Blankenberg; Sergei L Kosakovsky Pond; Anton Nekrutenko; Belinda Giardine; Robert S Harris; Svitlana Tyekucheva; Mark Diekhans; Thomas H Pringle; William J Murphy; Arthur Lesk; George M Weinstock; Kerstin Lindblad-Toh; Richard A Gibbs; Eric S Lander; Adam Siepel; David Haussler; W James Kent
Journal:  Genome Res       Date:  2007-11-05       Impact factor: 9.043

5.  Analyses of deep mammalian sequence alignments and constraint predictions for 1% of the human genome.

Authors:  Elliott H Margulies; Gregory M Cooper; George Asimenos; Daryl J Thomas; Colin N Dewey; Adam Siepel; Ewan Birney; Damian Keefe; Ariel S Schwartz; Minmei Hou; James Taylor; Sergey Nikolaev; Juan I Montoya-Burgos; Ari Löytynoja; Simon Whelan; Fabio Pardi; Tim Massingham; James B Brown; Peter Bickel; Ian Holmes; James C Mullikin; Abel Ureta-Vidal; Benedict Paten; Eric A Stone; Kate R Rosenbloom; W James Kent; Gerard G Bouffard; Xiaobin Guan; Nancy F Hansen; Jacquelyn R Idol; Valerie V B Maduro; Baishali Maskeri; Jennifer C McDowell; Morgan Park; Pamela J Thomas; Alice C Young; Robert W Blakesley; Donna M Muzny; Erica Sodergren; David A Wheeler; Kim C Worley; Huaiyang Jiang; George M Weinstock; Richard A Gibbs; Tina Graves; Robert Fulton; Elaine R Mardis; Richard K Wilson; Michele Clamp; James Cuff; Sante Gnerre; David B Jaffe; Jean L Chang; Kerstin Lindblad-Toh; Eric S Lander; Angie Hinrichs; Heather Trumbower; Hiram Clawson; Ann Zweig; Robert M Kuhn; Galt Barber; Rachel Harte; Donna Karolchik; Matthew A Field; Richard A Moore; Carrie A Matthewson; Jacqueline E Schein; Marco A Marra; Stylianos E Antonarakis; Serafim Batzoglou; Nick Goldman; Ross Hardison; David Haussler; Webb Miller; Lior Pachter; Eric D Green; Arend Sidow
Journal:  Genome Res       Date:  2007-06       Impact factor: 9.043

6.  Evolution of transcription factor binding sites in Mammalian gene regulatory regions: conservation and turnover.

Authors:  Emmanouil T Dermitzakis; Andrew G Clark
Journal:  Mol Biol Evol       Date:  2002-07       Impact factor: 16.240

7.  Five-vertebrate ChIP-seq reveals the evolutionary dynamics of transcription factor binding.

Authors:  Dominic Schmidt; Michael D Wilson; Benoit Ballester; Petra C Schwalie; Gordon D Brown; Aileen Marshall; Claudia Kutter; Stephen Watt; Celia P Martinez-Jimenez; Sarah Mackay; Iannis Talianidis; Paul Flicek; Duncan T Odom
Journal:  Science       Date:  2010-04-08       Impact factor: 47.728

8.  A user's guide to the encyclopedia of DNA elements (ENCODE).

Authors: 
Journal:  PLoS Biol       Date:  2011-04-19       Impact factor: 8.029

9.  Identifying novel constrained elements by exploiting biased substitution patterns.

Authors:  Manuel Garber; Mitchell Guttman; Michele Clamp; Michael C Zody; Nir Friedman; Xiaohui Xie
Journal:  Bioinformatics       Date:  2009-06-15       Impact factor: 6.937

10.  Analysis of sequence conservation at nucleotide resolution.

Authors:  Saurabh Asthana; Mikhail Roytberg; John Stamatoyannopoulos; Shamil Sunyaev
Journal:  PLoS Comput Biol       Date:  2007-11-14       Impact factor: 4.475

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2.  Hypomethylation marks enhancers within transposable elements.

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3.  Mechanisms of Evolutionary Innovation Point to Genetic Control Logic as the Key Difference Between Prokaryotes and Eukaryotes.

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Journal:  Nat Rev Genet       Date:  2017-08-14       Impact factor: 53.242

5.  Is junk DNA bunk? A critique of ENCODE.

Authors:  W Ford Doolittle
Journal:  Proc Natl Acad Sci U S A       Date:  2013-03-11       Impact factor: 11.205

Review 6.  Disruption of long-range gene regulation in human genetic disease: a kaleidoscope of general principles, diverse mechanisms and unique phenotypic consequences.

Authors:  Shipra Bhatia; Dirk A Kleinjan
Journal:  Hum Genet       Date:  2014-02-05       Impact factor: 4.132

7.  GenomeVISTA--an integrated software package for whole-genome alignment and visualization.

Authors:  Alexandre Poliakov; Justin Foong; Michael Brudno; Inna Dubchak
Journal:  Bioinformatics       Date:  2014-05-23       Impact factor: 6.937

Review 8.  When is it MODY? Challenges in the Interpretation of Sequence Variants in MODY Genes.

Authors:  Sara Althari; Anna L Gloyn
Journal:  Rev Diabet Stud       Date:  2016-02-10

Review 9.  Using the ENCODE Resource for Functional Annotation of Genetic Variants.

Authors:  Michael J Pazin
Journal:  Cold Spring Harb Protoc       Date:  2015-03-11

10.  Accurate prediction of cis-regulatory modules reveals a prevalent regulatory genome of humans.

Authors:  Pengyu Ni; Zhengchang Su
Journal:  NAR Genom Bioinform       Date:  2021-06-17
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