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Center of Excellence In Genomic Medicine Research
Document Details
Document Type
:
Article In Journal
Document Title
:
A Molecular Evolutionary Reference for the Human Variome
A Molecular Evolutionary Reference for the Human Variome
Document Language
:
English
Abstract
:
Widespread sequencing efforts are revealing unprecedented amount of genomic variation in populations. Such information is routinely used to derive consensus reference sequences and to infer positions subject to natural selection. Here, we present a new molecular evolutionary method for estimating neutral evolutionary probabilities (EPs) of each amino acid, or nucleotide state at a genomic position without using intraspecific polymorphism data. Because EPs are derived independently of population-level information, they serve as null expectations that can be used to evaluate selective forces on alleles at both polymorphic and monomorphic positions in populations. We applied this method to coding sequences in the human genome and produced a comprehensive evolutionary variome reference for all human proteins. We found that EPs accurately predict neutral and disease-associated alleles. Through an analysis of discordance between allelic EPs and their observed population frequencies, we discovered thousands of novel candidate sites for nonneutral evolution in human proteins. Many of these were validated in a joint analysis of disease-associated variants and population data. The EP method is also directly applicable to the analysis of noncoding sequences and genomic analyses of nonmodel species.
ISSN
:
1537-1719
Journal Name
:
Mol Biol Evol
Volume
:
33
Issue Number
:
1
Publishing Year
:
1436 AH
2015 AD
Article Type
:
Article
Added Date
:
Sunday, April 24, 2016
Researchers
Researcher Name (Arabic)
Researcher Name (English)
Researcher Type
Dr Grade
Email
Li Liu
Liu, Li
Investigator
Koichiro Tamura
Tamura, Koichiro
Researcher
Maxwell Sanderford
Sanderford, Maxwell
Researcher
Vanessa E. Gray
Gray, Vanessa E.
Researcher
Sudhir Kumar
Kumar, Sudhir
Researcher
s.kumar@temple.edu
Files
File Name
Type
Description
38662.pdf
pdf
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