Literature DB >> 16769978

Close sequence comparisons are sufficient to identify human cis-regulatory elements.

Shyam Prabhakar1, Francis Poulin, Malak Shoukry, Veena Afzal, Edward M Rubin, Olivier Couronne, Len A Pennacchio.   

Abstract

Cross-species DNA sequence comparison is the primary method used to identify functional noncoding elements in human and other large genomes. However, little is known about the relative merits of evolutionarily close and distant sequence comparisons. To address this problem, we identified evolutionarily conserved noncoding regions in primate, mammalian, and more distant comparisons using a uniform approach (Gumby) that facilitates unbiased assessment of the impact of evolutionary distance on predictive power. We benchmarked computational predictions against previously identified cis-regulatory elements at diverse genomic loci and also tested numerous extremely conserved human-rodent sequences for transcriptional enhancer activity using an in vivo enhancer assay in transgenic mice. Human regulatory elements were identified with acceptable sensitivity (53%-80%) and true-positive rate (27%-67%) by comparison with one to five other eutherian mammals or six other simian primates. More distant comparisons (marsupial, avian, amphibian, and fish) failed to identify many of the empirically defined functional noncoding elements. Our results highlight the practical utility of close sequence comparisons, and the loss of sensitivity entailed by more distant comparisons. We derived an intuitive relationship between ancient and recent noncoding sequence conservation from whole-genome comparative analysis that explains most of the observations from empirical benchmarking. Lastly, we determined that, in addition to strength of conservation, genomic location and/or density of surrounding conserved elements must also be considered in selecting candidate enhancers for in vivo testing at embryonic time points.

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Year:  2006        PMID: 16769978      PMCID: PMC1484452          DOI: 10.1101/gr.4717506

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


  34 in total

1.  LAGAN and Multi-LAGAN: efficient tools for large-scale multiple alignment of genomic DNA.

Authors:  Michael Brudno; Chuong B Do; Gregory M Cooper; Michael F Kim; Eugene Davydov; Eric D Green; Arend Sidow; Serafim Batzoglou
Journal:  Genome Res       Date:  2003-03-12       Impact factor: 9.043

2.  Ultraconserved elements in the human genome.

Authors:  Gill Bejerano; Michael Pheasant; Igor Makunin; Stuart Stephen; W James Kent; John S Mattick; David Haussler
Journal:  Science       Date:  2004-05-06       Impact factor: 47.728

3.  Into the heart of darkness: large-scale clustering of human non-coding DNA.

Authors:  Gill Bejerano; David Haussler; Mathieu Blanchette
Journal:  Bioinformatics       Date:  2004-08-04       Impact factor: 6.937

4.  Basic local alignment search tool.

Authors:  S F Altschul; W Gish; W Miller; E W Myers; D J Lipman
Journal:  J Mol Biol       Date:  1990-10-05       Impact factor: 5.469

5.  Methods for assessing the statistical significance of molecular sequence features by using general scoring schemes.

Authors:  S Karlin; S F Altschul
Journal:  Proc Natl Acad Sci U S A       Date:  1990-03       Impact factor: 11.205

6.  Phylogenetic shadowing of primate sequences to find functional regions of the human genome.

Authors:  Dario Boffelli; Jon McAuliffe; Dmitriy Ovcharenko; Keith D Lewis; Ivan Ovcharenko; Lior Pachter; Edward M Rubin
Journal:  Science       Date:  2003-02-28       Impact factor: 47.728

Review 7.  Exploiting human--fish genome comparisons for deciphering gene regulation.

Authors:  Nadav Ahituv; Edward M Rubin; Marcelo A Nobrega
Journal:  Hum Mol Genet       Date:  2004-10-01       Impact factor: 6.150

8.  Interpreting mammalian evolution using Fugu genome comparisons.

Authors:  Ivan Ovcharenko; Lisa Stubbs; Gabriela G Loots
Journal:  Genomics       Date:  2004-11       Impact factor: 5.736

9.  VISTA: computational tools for comparative genomics.

Authors:  Kelly A Frazer; Lior Pachter; Alexander Poliakov; Edward M Rubin; Inna Dubchak
Journal:  Nucleic Acids Res       Date:  2004-07-01       Impact factor: 16.971

10.  Inducible expression of an hsp68-lacZ hybrid gene in transgenic mice.

Authors:  R Kothary; S Clapoff; S Darling; M D Perry; L A Moran; J Rossant
Journal:  Development       Date:  1989-04       Impact factor: 6.868

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  115 in total

1.  A liver enhancer in the fibrinogen gene cluster.

Authors:  Alexandre Fort; Richard J Fish; Catia Attanasio; Roland Dosch; Axel Visel; Marguerite Neerman-Arbez
Journal:  Blood       Date:  2010-10-04       Impact factor: 22.113

2.  Molecular basis for Flk1 expression in hemato-cardiovascular progenitors in the mouse.

Authors:  Hiroyuki Ishitobi; Asami Wakamatsu; Fang Liu; Takuya Azami; Michito Hamada; Ken Matsumoto; Hiroshi Kataoka; Makoto Kobayashi; Kyunghee Choi; Shin-ichi Nishikawa; Satoru Takahashi; Masatsugu Ema
Journal:  Development       Date:  2011-11-09       Impact factor: 6.868

Review 3.  Bioinformatics for personal genome interpretation.

Authors:  Emidio Capriotti; Nathan L Nehrt; Maricel G Kann; Yana Bromberg
Journal:  Brief Bioinform       Date:  2012-01-13       Impact factor: 11.622

4.  Comparative assessment of methods for aligning multiple genome sequences.

Authors:  Xiaoyu Chen; Martin Tompa
Journal:  Nat Biotechnol       Date:  2010-05-23       Impact factor: 54.908

5.  ChIP-Seq identification of weakly conserved heart enhancers.

Authors:  Matthew J Blow; David J McCulley; Zirong Li; Tao Zhang; Jennifer A Akiyama; Amy Holt; Ingrid Plajzer-Frick; Malak Shoukry; Crystal Wright; Feng Chen; Veena Afzal; James Bristow; Bing Ren; Brian L Black; Edward M Rubin; Axel Visel; Len A Pennacchio
Journal:  Nat Genet       Date:  2010-08-22       Impact factor: 38.330

Review 6.  Enhancer identification through comparative genomics.

Authors:  Axel Visel; James Bristow; Len A Pennacchio
Journal:  Semin Cell Dev Biol       Date:  2007-01-05       Impact factor: 7.727

7.  The landscape of histone modifications across 1% of the human genome in five human cell lines.

Authors:  Christoph M Koch; Robert M Andrews; Paul Flicek; Shane C Dillon; Ulaş Karaöz; Gayle K Clelland; Sarah Wilcox; David M Beare; Joanna C Fowler; Phillippe Couttet; Keith D James; Gregory C Lefebvre; Alexander W Bruce; Oliver M Dovey; Peter D Ellis; Pawandeep Dhami; Cordelia F Langford; Zhiping Weng; Ewan Birney; Nigel P Carter; David Vetrie; Ian Dunham
Journal:  Genome Res       Date:  2007-06       Impact factor: 9.043

8.  Ultraconservation identifies a small subset of extremely constrained developmental enhancers.

Authors:  Axel Visel; Shyam Prabhakar; Jennifer A Akiyama; Malak Shoukry; Keith D Lewis; Amy Holt; Ingrid Plajzer-Frick; Veena Afzal; Edward M Rubin; Len A Pennacchio
Journal:  Nat Genet       Date:  2008-01-06       Impact factor: 38.330

9.  Metrics of sequence constraint overlook regulatory sequences in an exhaustive analysis at phox2b.

Authors:  David M McGaughey; Ryan M Vinton; Jimmy Huynh; Amr Al-Saif; Michael A Beer; Andrew S McCallion
Journal:  Genome Res       Date:  2007-12-10       Impact factor: 9.043

10.  Enhancer turnover and conserved regulatory function in vertebrate evolution.

Authors:  Sabina Domené; Viviana F Bumaschny; Flávio S J de Souza; Lucía F Franchini; Sofía Nasif; Malcolm J Low; Marcelo Rubinstein
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2013-11-11       Impact factor: 6.237

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