Locating protein-coding sequences under selection for additional, overlapping functions in 29 mammalian genomes

被引:72
作者
Lin, Michael F. [1 ,2 ]
Kheradpour, Pouya [1 ,2 ]
Washietl, Stefan [2 ]
Parker, Brian J. [3 ]
Pedersen, Jakob S. [3 ]
Kellis, Manolis [1 ,2 ,4 ]
机构
[1] MIT, Dept Elect Engn & Comp Sci, Cambridge, MA 02139 USA
[2] MIT, Comp Sci & Artificial Intelligence Lab, Cambridge, MA 02139 USA
[3] Univ Copenhagen, Dept Biol, DK-2200 Copenhagen, Denmark
[4] Broad Inst, Cambridge, MA 02139 USA
基金
美国国家科学基金会; 美国国家卫生研究院;
关键词
AMINO-ACID SITES; CODON-SUBSTITUTION MODELS; EXONIC SPLICING ENHANCERS; RNA SECONDARY STRUCTURE; FALSE DISCOVERY RATE; PURIFYING SELECTION; POSITIVE SELECTION; READING FRAMES; HUMAN GENES; SYNONYMOUS MUTATIONS;
D O I
10.1101/gr.108753.110
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
The degeneracy of the genetic code allows protein-coding DNA and RNA sequences to simultaneously encode additional, overlapping functional elements. A sequence in which both protein-coding and additional overlapping functions have evolved under purifying selection should show increased evolutionary conservation compared to typical protein-coding genes-especially at synonymous sites. In this study, we use genome alignments of 29 placental mammals to systematically locate short regions within human ORFs that show conspicuously low estimated rates of synonymous substitution across these species. The 29-species alignment provides statistical power to locate more than 10,000 such regions with resolution down to nine-codon windows, which are found within more than a quarter of all human protein-coding genes and contain similar to 2% of their synonymous sites. We collect numerous lines of evidence that the observed synonymous constraint in these regions reflects selection on overlapping functional elements including splicing regulatory elements, dual-coding genes, RNA secondary structures, microRNA target sites, and developmental enhancers. Our results show that overlapping functional elements are common in mammalian genes, despite the vast genomic landscape.
引用
收藏
页码:1916 / 1928
页数:13
相关论文
共 108 条
[1]   Mutations of LRTOMT, a fusion gene with alternative reading frames, cause nonsyndromic deafness in humans [J].
Ahmed, Zubair M. ;
Masmoudi, Saber ;
Kalay, Ersan ;
Belyantseva, Inna A. ;
Mosrati, Mohamed Ali ;
Collin, Rob W. J. ;
Riazuddin, Saima ;
Hmani-Aifa, Mounira ;
Venselaar, Hanka ;
Kawar, Mayya N. ;
Tlili, Abdelaziz ;
van der Zwaag, Bert ;
Khan, Shahid Y. ;
Ayadi, Leila ;
Riazuddin, S. Amer ;
Morell, Robert J. ;
Griffith, Andrew J. ;
Charfedine, Ilhem ;
Caylan, Refik ;
Oostrik, Jaap ;
Karaguzel, Ahmet ;
Ghorbel, Abdelmonem ;
Riazuddin, Sheikh ;
Friedman, Thomas B. ;
Ayadi, Hammadi ;
Kremer, Hannie .
NATURE GENETICS, 2008, 40 (11) :1335-1340
[2]   Accuracy and power of the likelihood ratio test in detecting adaptive molecular evolution [J].
Anisimova, M ;
Bielawski, JP ;
Yang, ZH .
MOLECULAR BIOLOGY AND EVOLUTION, 2001, 18 (08) :1585-1592
[3]   Investigating Protein-Coding Sequence Evolution with Probabilistic Codon Substitution Models [J].
Anisimova, Maria ;
Kosiol, Carolin .
MOLECULAR BIOLOGY AND EVOLUTION, 2009, 26 (02) :255-271
[4]  
[Anonymous], 2004, Inferring phylogenies
[5]   A phylogenetic analysis reveals an unusual sequence conservation within introns involved in RNA editing [J].
Aruscavage, PJ ;
Bass, BL .
RNA, 2000, 6 (02) :257-269
[6]   Sequence conservation, relative isoform frequencies, and nonsense-mediated decay in evolutionarily conserved alternative splicing [J].
Baek, D ;
Green, P .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2005, 102 (36) :12813-12818
[7]   RNA editing by adenosine deaminases that act on RNA [J].
Bass, BL .
ANNUAL REVIEW OF BIOCHEMISTRY, 2002, 71 :817-846
[8]   Ultraconserved elements in the human genome [J].
Bejerano, G ;
Pheasant, M ;
Makunin, I ;
Stephen, S ;
Kent, WJ ;
Mattick, JS ;
Haussler, D .
SCIENCE, 2004, 304 (5675) :1321-1325
[9]  
Benjamini Y, 2001, ANN STAT, V29, P1165
[10]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300