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Dissecting the eQTL Micro-Architecture in Caenorhabditis elegans
The study of expression quantitative trait loci (eQTL) using natural variation in inbred populations has yielded detailed information about the transcriptional regulation of complex traits. Studies on eQTL using recombinant inbred lines (RILs) led to insights on cis and trans regulatory loci of tran...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7670075/ https://www.ncbi.nlm.nih.gov/pubmed/33240309 http://dx.doi.org/10.3389/fgene.2020.501376 |
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author | Sterken, Mark G. Bevers, Roel P. J. Volkers, Rita J. M. Riksen, Joost A. G. Kammenga, Jan E. Snoek, Basten L. |
author_facet | Sterken, Mark G. Bevers, Roel P. J. Volkers, Rita J. M. Riksen, Joost A. G. Kammenga, Jan E. Snoek, Basten L. |
author_sort | Sterken, Mark G. |
collection | PubMed |
description | The study of expression quantitative trait loci (eQTL) using natural variation in inbred populations has yielded detailed information about the transcriptional regulation of complex traits. Studies on eQTL using recombinant inbred lines (RILs) led to insights on cis and trans regulatory loci of transcript abundance. However, determining the underlying causal polymorphic genes or variants is difficult, but ultimately essential for the understanding of regulatory networks of complex traits. This requires insight into whether associated loci are single eQTL or a combination of closely linked eQTL, and how this QTL micro-architecture depends on the environment. We addressed these questions by testing for independent replication of previously mapped eQTL in Caenorhabditis elegans using new data from introgression lines (ILs). Both populations indicate that the overall heritability of gene expression, number, and position of eQTL differed among environments. Across environments we were able to replicate 70% of the cis- and 40% of the trans-eQTL using the ILs. Testing eight different simulation models, we suggest that additive effects explain up to 60–93% of RIL/IL heritability for all three environments. Closely linked eQTL explained up to 40% of RIL/IL heritability in the control environment whereas only 7% in the heat-stress and recovery environments. In conclusion, we show that reproducibility of eQTL was higher for cis vs. trans eQTL and that the environment affects the eQTL micro-architecture. |
format | Online Article Text |
id | pubmed-7670075 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-76700752020-11-24 Dissecting the eQTL Micro-Architecture in Caenorhabditis elegans Sterken, Mark G. Bevers, Roel P. J. Volkers, Rita J. M. Riksen, Joost A. G. Kammenga, Jan E. Snoek, Basten L. Front Genet Genetics The study of expression quantitative trait loci (eQTL) using natural variation in inbred populations has yielded detailed information about the transcriptional regulation of complex traits. Studies on eQTL using recombinant inbred lines (RILs) led to insights on cis and trans regulatory loci of transcript abundance. However, determining the underlying causal polymorphic genes or variants is difficult, but ultimately essential for the understanding of regulatory networks of complex traits. This requires insight into whether associated loci are single eQTL or a combination of closely linked eQTL, and how this QTL micro-architecture depends on the environment. We addressed these questions by testing for independent replication of previously mapped eQTL in Caenorhabditis elegans using new data from introgression lines (ILs). Both populations indicate that the overall heritability of gene expression, number, and position of eQTL differed among environments. Across environments we were able to replicate 70% of the cis- and 40% of the trans-eQTL using the ILs. Testing eight different simulation models, we suggest that additive effects explain up to 60–93% of RIL/IL heritability for all three environments. Closely linked eQTL explained up to 40% of RIL/IL heritability in the control environment whereas only 7% in the heat-stress and recovery environments. In conclusion, we show that reproducibility of eQTL was higher for cis vs. trans eQTL and that the environment affects the eQTL micro-architecture. Frontiers Media S.A. 2020-11-03 /pmc/articles/PMC7670075/ /pubmed/33240309 http://dx.doi.org/10.3389/fgene.2020.501376 Text en Copyright © 2020 Sterken, Bevers, Volkers, Riksen, Kammenga and Snoek. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Genetics Sterken, Mark G. Bevers, Roel P. J. Volkers, Rita J. M. Riksen, Joost A. G. Kammenga, Jan E. Snoek, Basten L. Dissecting the eQTL Micro-Architecture in Caenorhabditis elegans |
title | Dissecting the eQTL Micro-Architecture in Caenorhabditis elegans |
title_full | Dissecting the eQTL Micro-Architecture in Caenorhabditis elegans |
title_fullStr | Dissecting the eQTL Micro-Architecture in Caenorhabditis elegans |
title_full_unstemmed | Dissecting the eQTL Micro-Architecture in Caenorhabditis elegans |
title_short | Dissecting the eQTL Micro-Architecture in Caenorhabditis elegans |
title_sort | dissecting the eqtl micro-architecture in caenorhabditis elegans |
topic | Genetics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7670075/ https://www.ncbi.nlm.nih.gov/pubmed/33240309 http://dx.doi.org/10.3389/fgene.2020.501376 |
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