Network Analysis of Genome-Wide Selective Constraint Reveals a Gene Network Active in Early Fetal Brain Intolerant of Mutation.

Using robust, integrated analysis of multiple genomic datasets, we show that genes depleted for non-synonymous de novo mutations form a subnetwork of 72 members under strong selective constraint. We further show this subnetwork is preferentially expressed in the early development of the human hippoc...

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Main Authors: Jinmyung Choi, Parisa Shooshtari, Kaitlin E Samocha, Mark J Daly, Chris Cotsapas
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2016-06-01
Series:PLoS Genetics
Online Access:http://europepmc.org/articles/PMC4909280?pdf=render
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spelling doaj-c1bf6f4e12ba4e04ac3dce1ba579413b2020-11-24T21:56:40ZengPublic Library of Science (PLoS)PLoS Genetics1553-73901553-74042016-06-01126e100612110.1371/journal.pgen.1006121Network Analysis of Genome-Wide Selective Constraint Reveals a Gene Network Active in Early Fetal Brain Intolerant of Mutation.Jinmyung ChoiParisa ShooshtariKaitlin E SamochaMark J DalyChris CotsapasUsing robust, integrated analysis of multiple genomic datasets, we show that genes depleted for non-synonymous de novo mutations form a subnetwork of 72 members under strong selective constraint. We further show this subnetwork is preferentially expressed in the early development of the human hippocampus and is enriched for genes mutated in neurological Mendelian disorders. We thus conclude that carefully orchestrated developmental processes are under strong constraint in early brain development, and perturbations caused by mutation have adverse outcomes subject to strong purifying selection. Our findings demonstrate that selective forces can act on groups of genes involved in the same process, supporting the notion that purifying selection can act coordinately on multiple genes. Our approach provides a statistically robust, interpretable way to identify the tissues and developmental times where groups of disease genes are active.http://europepmc.org/articles/PMC4909280?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Jinmyung Choi
Parisa Shooshtari
Kaitlin E Samocha
Mark J Daly
Chris Cotsapas
spellingShingle Jinmyung Choi
Parisa Shooshtari
Kaitlin E Samocha
Mark J Daly
Chris Cotsapas
Network Analysis of Genome-Wide Selective Constraint Reveals a Gene Network Active in Early Fetal Brain Intolerant of Mutation.
PLoS Genetics
author_facet Jinmyung Choi
Parisa Shooshtari
Kaitlin E Samocha
Mark J Daly
Chris Cotsapas
author_sort Jinmyung Choi
title Network Analysis of Genome-Wide Selective Constraint Reveals a Gene Network Active in Early Fetal Brain Intolerant of Mutation.
title_short Network Analysis of Genome-Wide Selective Constraint Reveals a Gene Network Active in Early Fetal Brain Intolerant of Mutation.
title_full Network Analysis of Genome-Wide Selective Constraint Reveals a Gene Network Active in Early Fetal Brain Intolerant of Mutation.
title_fullStr Network Analysis of Genome-Wide Selective Constraint Reveals a Gene Network Active in Early Fetal Brain Intolerant of Mutation.
title_full_unstemmed Network Analysis of Genome-Wide Selective Constraint Reveals a Gene Network Active in Early Fetal Brain Intolerant of Mutation.
title_sort network analysis of genome-wide selective constraint reveals a gene network active in early fetal brain intolerant of mutation.
publisher Public Library of Science (PLoS)
series PLoS Genetics
issn 1553-7390
1553-7404
publishDate 2016-06-01
description Using robust, integrated analysis of multiple genomic datasets, we show that genes depleted for non-synonymous de novo mutations form a subnetwork of 72 members under strong selective constraint. We further show this subnetwork is preferentially expressed in the early development of the human hippocampus and is enriched for genes mutated in neurological Mendelian disorders. We thus conclude that carefully orchestrated developmental processes are under strong constraint in early brain development, and perturbations caused by mutation have adverse outcomes subject to strong purifying selection. Our findings demonstrate that selective forces can act on groups of genes involved in the same process, supporting the notion that purifying selection can act coordinately on multiple genes. Our approach provides a statistically robust, interpretable way to identify the tissues and developmental times where groups of disease genes are active.
url http://europepmc.org/articles/PMC4909280?pdf=render
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