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Aging Uncouples Heritability and Expression-QTL in Caenorhabditis elegans

The number and distribution of gene expression QTL (eQTL) represent the genetic architecture of many complex traits, including common human diseases. We previously reported that the heritable eQTL patterns are highly dynamic with age in an N2 × CB4856 recombinant inbred population of the nematode Ca...

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Autores principales: Viñuela, Ana, Snoek, L. Basten, Riksen, Joost A. G., Kammenga, Jan E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Genetics Society of America 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3362942/
https://www.ncbi.nlm.nih.gov/pubmed/22670229
http://dx.doi.org/10.1534/g3.112.002212
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author Viñuela, Ana
Snoek, L. Basten
Riksen, Joost A. G.
Kammenga, Jan E.
author_facet Viñuela, Ana
Snoek, L. Basten
Riksen, Joost A. G.
Kammenga, Jan E.
author_sort Viñuela, Ana
collection PubMed
description The number and distribution of gene expression QTL (eQTL) represent the genetic architecture of many complex traits, including common human diseases. We previously reported that the heritable eQTL patterns are highly dynamic with age in an N2 × CB4856 recombinant inbred population of the nematode Caenorhabditis elegans. In particular, we showed that the number of eQTL decreased with age. Here, we investigated the reason for this decrease by combining gene expression profiles at three ages in the wild types N2 and CB4856 with the reported expression profiles of the RIL population. We determined heritability and transgression (when gene expression levels in the RILs are more extreme than the parents) and investigated their relation with eQTL changes with age. Transgressive segregation was widespread but depended on physiological age. The percentage of genes with an eQTL increased with a higher heritability in young worms. However, for old worms this percentage hardly increased. Using a single marker approach, we found that almost 20% of genes with heritability >0.9 had an eQTL in developing worms. Surprisingly, only 10% was found in old worms. Using a multimarker approach, this percentage increased to almost 30% for both age groups. Comparison of the single marker to a multiple marker eQTL mapping indicated that heritable regulation of gene expression becomes more polygenic in aging worms due to multiple loci and possible epistatic interactions. We conclude that linkage studies should account for the relation between increased polygenic regulation and diminished effects at older ages.
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spelling pubmed-33629422012-06-05 Aging Uncouples Heritability and Expression-QTL in Caenorhabditis elegans Viñuela, Ana Snoek, L. Basten Riksen, Joost A. G. Kammenga, Jan E. G3 (Bethesda) Investigations The number and distribution of gene expression QTL (eQTL) represent the genetic architecture of many complex traits, including common human diseases. We previously reported that the heritable eQTL patterns are highly dynamic with age in an N2 × CB4856 recombinant inbred population of the nematode Caenorhabditis elegans. In particular, we showed that the number of eQTL decreased with age. Here, we investigated the reason for this decrease by combining gene expression profiles at three ages in the wild types N2 and CB4856 with the reported expression profiles of the RIL population. We determined heritability and transgression (when gene expression levels in the RILs are more extreme than the parents) and investigated their relation with eQTL changes with age. Transgressive segregation was widespread but depended on physiological age. The percentage of genes with an eQTL increased with a higher heritability in young worms. However, for old worms this percentage hardly increased. Using a single marker approach, we found that almost 20% of genes with heritability >0.9 had an eQTL in developing worms. Surprisingly, only 10% was found in old worms. Using a multimarker approach, this percentage increased to almost 30% for both age groups. Comparison of the single marker to a multiple marker eQTL mapping indicated that heritable regulation of gene expression becomes more polygenic in aging worms due to multiple loci and possible epistatic interactions. We conclude that linkage studies should account for the relation between increased polygenic regulation and diminished effects at older ages. Genetics Society of America 2012-05-01 /pmc/articles/PMC3362942/ /pubmed/22670229 http://dx.doi.org/10.1534/g3.112.002212 Text en Copyright © 2012 Viñuela et al. http://creativecommons.org/licenses/by/3.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution Unported License (http://creativecommons.org/licenses/by/3.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Investigations
Viñuela, Ana
Snoek, L. Basten
Riksen, Joost A. G.
Kammenga, Jan E.
Aging Uncouples Heritability and Expression-QTL in Caenorhabditis elegans
title Aging Uncouples Heritability and Expression-QTL in Caenorhabditis elegans
title_full Aging Uncouples Heritability and Expression-QTL in Caenorhabditis elegans
title_fullStr Aging Uncouples Heritability and Expression-QTL in Caenorhabditis elegans
title_full_unstemmed Aging Uncouples Heritability and Expression-QTL in Caenorhabditis elegans
title_short Aging Uncouples Heritability and Expression-QTL in Caenorhabditis elegans
title_sort aging uncouples heritability and expression-qtl in caenorhabditis elegans
topic Investigations
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3362942/
https://www.ncbi.nlm.nih.gov/pubmed/22670229
http://dx.doi.org/10.1534/g3.112.002212
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