Extent, causes, and consequences of small RNA expression variation in human adipose tissue.

Small RNAs are functional molecules that modulate mRNA transcripts and have been implicated in the aetiology of several common diseases. However, little is known about the extent of their variability within the human population. Here, we characterise the extent, causes, and effects of naturally occu...

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Main Authors: Leopold Parts, Åsa K Hedman, Sarah Keildson, Andrew J Knights, Cei Abreu-Goodger, Martijn van de Bunt, José Afonso Guerra-Assunção, Nenad Bartonicek, Stijn van Dongen, Reedik Mägi, James Nisbet, Amy Barrett, Mattias Rantalainen, Alexandra C Nica, Michael A Quail, Kerrin S Small, Daniel Glass, Anton J Enright, John Winn, MuTHER Consortium, Panos Deloukas, Emmanouil T Dermitzakis, Mark I McCarthy, Timothy D Spector, Richard Durbin, Cecilia M Lindgren
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2012-01-01
Series:PLoS Genetics
Online Access:http://europepmc.org/articles/PMC3349731?pdf=render
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spelling doaj-567b690c4f6542dca39e9f68d18a18a22020-11-25T01:19:26ZengPublic Library of Science (PLoS)PLoS Genetics1553-73901553-74042012-01-0185e100270410.1371/journal.pgen.1002704Extent, causes, and consequences of small RNA expression variation in human adipose tissue.Leopold PartsÅsa K HedmanSarah KeildsonAndrew J KnightsCei Abreu-GoodgerMartijn van de BuntJosé Afonso Guerra-AssunçãoNenad BartonicekStijn van DongenReedik MägiJames NisbetAmy BarrettMattias RantalainenAlexandra C NicaMichael A QuailKerrin S SmallDaniel GlassAnton J EnrightJohn WinnMuTHER ConsortiumPanos DeloukasEmmanouil T DermitzakisMark I McCarthyTimothy D SpectorRichard DurbinCecilia M LindgrenSmall RNAs are functional molecules that modulate mRNA transcripts and have been implicated in the aetiology of several common diseases. However, little is known about the extent of their variability within the human population. Here, we characterise the extent, causes, and effects of naturally occurring variation in expression and sequence of small RNAs from adipose tissue in relation to genotype, gene expression, and metabolic traits in the MuTHER reference cohort. We profiled the expression of 15 to 30 base pair RNA molecules in subcutaneous adipose tissue from 131 individuals using high-throughput sequencing, and quantified levels of 591 microRNAs and small nucleolar RNAs. We identified three genetic variants and three RNA editing events. Highly expressed small RNAs are more conserved within mammals than average, as are those with highly variable expression. We identified 14 genetic loci significantly associated with nearby small RNA expression levels, seven of which also regulate an mRNA transcript level in the same region. In addition, these loci are enriched for variants significant in genome-wide association studies for body mass index. Contrary to expectation, we found no evidence for negative correlation between expression level of a microRNA and its target mRNAs. Trunk fat mass, body mass index, and fasting insulin were associated with more than twenty small RNA expression levels each, while fasting glucose had no significant associations. This study highlights the similar genetic complexity and shared genetic control of small RNA and mRNA transcripts, and gives a quantitative picture of small RNA expression variation in the human population.http://europepmc.org/articles/PMC3349731?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Leopold Parts
Åsa K Hedman
Sarah Keildson
Andrew J Knights
Cei Abreu-Goodger
Martijn van de Bunt
José Afonso Guerra-Assunção
Nenad Bartonicek
Stijn van Dongen
Reedik Mägi
James Nisbet
Amy Barrett
Mattias Rantalainen
Alexandra C Nica
Michael A Quail
Kerrin S Small
Daniel Glass
Anton J Enright
John Winn
MuTHER Consortium
Panos Deloukas
Emmanouil T Dermitzakis
Mark I McCarthy
Timothy D Spector
Richard Durbin
Cecilia M Lindgren
spellingShingle Leopold Parts
Åsa K Hedman
Sarah Keildson
Andrew J Knights
Cei Abreu-Goodger
Martijn van de Bunt
José Afonso Guerra-Assunção
Nenad Bartonicek
Stijn van Dongen
Reedik Mägi
James Nisbet
Amy Barrett
Mattias Rantalainen
Alexandra C Nica
Michael A Quail
Kerrin S Small
Daniel Glass
Anton J Enright
John Winn
MuTHER Consortium
Panos Deloukas
Emmanouil T Dermitzakis
Mark I McCarthy
Timothy D Spector
Richard Durbin
Cecilia M Lindgren
Extent, causes, and consequences of small RNA expression variation in human adipose tissue.
PLoS Genetics
author_facet Leopold Parts
Åsa K Hedman
Sarah Keildson
Andrew J Knights
Cei Abreu-Goodger
Martijn van de Bunt
José Afonso Guerra-Assunção
Nenad Bartonicek
Stijn van Dongen
Reedik Mägi
James Nisbet
Amy Barrett
Mattias Rantalainen
Alexandra C Nica
Michael A Quail
Kerrin S Small
Daniel Glass
Anton J Enright
John Winn
MuTHER Consortium
Panos Deloukas
Emmanouil T Dermitzakis
Mark I McCarthy
Timothy D Spector
Richard Durbin
Cecilia M Lindgren
author_sort Leopold Parts
title Extent, causes, and consequences of small RNA expression variation in human adipose tissue.
title_short Extent, causes, and consequences of small RNA expression variation in human adipose tissue.
title_full Extent, causes, and consequences of small RNA expression variation in human adipose tissue.
title_fullStr Extent, causes, and consequences of small RNA expression variation in human adipose tissue.
title_full_unstemmed Extent, causes, and consequences of small RNA expression variation in human adipose tissue.
title_sort extent, causes, and consequences of small rna expression variation in human adipose tissue.
publisher Public Library of Science (PLoS)
series PLoS Genetics
issn 1553-7390
1553-7404
publishDate 2012-01-01
description Small RNAs are functional molecules that modulate mRNA transcripts and have been implicated in the aetiology of several common diseases. However, little is known about the extent of their variability within the human population. Here, we characterise the extent, causes, and effects of naturally occurring variation in expression and sequence of small RNAs from adipose tissue in relation to genotype, gene expression, and metabolic traits in the MuTHER reference cohort. We profiled the expression of 15 to 30 base pair RNA molecules in subcutaneous adipose tissue from 131 individuals using high-throughput sequencing, and quantified levels of 591 microRNAs and small nucleolar RNAs. We identified three genetic variants and three RNA editing events. Highly expressed small RNAs are more conserved within mammals than average, as are those with highly variable expression. We identified 14 genetic loci significantly associated with nearby small RNA expression levels, seven of which also regulate an mRNA transcript level in the same region. In addition, these loci are enriched for variants significant in genome-wide association studies for body mass index. Contrary to expectation, we found no evidence for negative correlation between expression level of a microRNA and its target mRNAs. Trunk fat mass, body mass index, and fasting insulin were associated with more than twenty small RNA expression levels each, while fasting glucose had no significant associations. This study highlights the similar genetic complexity and shared genetic control of small RNA and mRNA transcripts, and gives a quantitative picture of small RNA expression variation in the human population.
url http://europepmc.org/articles/PMC3349731?pdf=render
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