Cargando…
The molecular basis, genetic control and pleiotropic effects of local gene co-expression
Nearby genes are often expressed as a group. Yet, the prevalence, molecular mechanisms and genetic control of local gene co-expression are far from being understood. Here, by leveraging gene expression measurements across 49 human tissues and hundreds of individuals, we find that local gene co-expre...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8355184/ https://www.ncbi.nlm.nih.gov/pubmed/34376650 http://dx.doi.org/10.1038/s41467-021-25129-x |
_version_ | 1783736716160401408 |
---|---|
author | Ribeiro, Diogo M. Rubinacci, Simone Ramisch, Anna Hofmeister, Robin J. Dermitzakis, Emmanouil T. Delaneau, Olivier |
author_facet | Ribeiro, Diogo M. Rubinacci, Simone Ramisch, Anna Hofmeister, Robin J. Dermitzakis, Emmanouil T. Delaneau, Olivier |
author_sort | Ribeiro, Diogo M. |
collection | PubMed |
description | Nearby genes are often expressed as a group. Yet, the prevalence, molecular mechanisms and genetic control of local gene co-expression are far from being understood. Here, by leveraging gene expression measurements across 49 human tissues and hundreds of individuals, we find that local gene co-expression occurs in 13% to 53% of genes per tissue. By integrating various molecular assays (e.g. ChIP-seq and Hi-C), we estimate the ability of several mechanisms, such as enhancer-gene interactions, in distinguishing gene pairs that are co-expressed from those that are not. Notably, we identify 32,636 expression quantitative trait loci (eQTLs) which associate with co-expressed gene pairs and often overlap enhancer regions. Due to affecting several genes, these eQTLs are more often associated with multiple human traits than other eQTLs. Our study paves the way to comprehend trait pleiotropy and functional interpretation of QTL and GWAS findings. All local gene co-expression identified here is available through a public database (https://glcoex.unil.ch/). |
format | Online Article Text |
id | pubmed-8355184 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-83551842021-08-30 The molecular basis, genetic control and pleiotropic effects of local gene co-expression Ribeiro, Diogo M. Rubinacci, Simone Ramisch, Anna Hofmeister, Robin J. Dermitzakis, Emmanouil T. Delaneau, Olivier Nat Commun Article Nearby genes are often expressed as a group. Yet, the prevalence, molecular mechanisms and genetic control of local gene co-expression are far from being understood. Here, by leveraging gene expression measurements across 49 human tissues and hundreds of individuals, we find that local gene co-expression occurs in 13% to 53% of genes per tissue. By integrating various molecular assays (e.g. ChIP-seq and Hi-C), we estimate the ability of several mechanisms, such as enhancer-gene interactions, in distinguishing gene pairs that are co-expressed from those that are not. Notably, we identify 32,636 expression quantitative trait loci (eQTLs) which associate with co-expressed gene pairs and often overlap enhancer regions. Due to affecting several genes, these eQTLs are more often associated with multiple human traits than other eQTLs. Our study paves the way to comprehend trait pleiotropy and functional interpretation of QTL and GWAS findings. All local gene co-expression identified here is available through a public database (https://glcoex.unil.ch/). Nature Publishing Group UK 2021-08-10 /pmc/articles/PMC8355184/ /pubmed/34376650 http://dx.doi.org/10.1038/s41467-021-25129-x Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Ribeiro, Diogo M. Rubinacci, Simone Ramisch, Anna Hofmeister, Robin J. Dermitzakis, Emmanouil T. Delaneau, Olivier The molecular basis, genetic control and pleiotropic effects of local gene co-expression |
title | The molecular basis, genetic control and pleiotropic effects of local gene co-expression |
title_full | The molecular basis, genetic control and pleiotropic effects of local gene co-expression |
title_fullStr | The molecular basis, genetic control and pleiotropic effects of local gene co-expression |
title_full_unstemmed | The molecular basis, genetic control and pleiotropic effects of local gene co-expression |
title_short | The molecular basis, genetic control and pleiotropic effects of local gene co-expression |
title_sort | molecular basis, genetic control and pleiotropic effects of local gene co-expression |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8355184/ https://www.ncbi.nlm.nih.gov/pubmed/34376650 http://dx.doi.org/10.1038/s41467-021-25129-x |
work_keys_str_mv | AT ribeirodiogom themolecularbasisgeneticcontrolandpleiotropiceffectsoflocalgenecoexpression AT rubinaccisimone themolecularbasisgeneticcontrolandpleiotropiceffectsoflocalgenecoexpression AT ramischanna themolecularbasisgeneticcontrolandpleiotropiceffectsoflocalgenecoexpression AT hofmeisterrobinj themolecularbasisgeneticcontrolandpleiotropiceffectsoflocalgenecoexpression AT dermitzakisemmanouilt themolecularbasisgeneticcontrolandpleiotropiceffectsoflocalgenecoexpression AT delaneauolivier themolecularbasisgeneticcontrolandpleiotropiceffectsoflocalgenecoexpression AT ribeirodiogom molecularbasisgeneticcontrolandpleiotropiceffectsoflocalgenecoexpression AT rubinaccisimone molecularbasisgeneticcontrolandpleiotropiceffectsoflocalgenecoexpression AT ramischanna molecularbasisgeneticcontrolandpleiotropiceffectsoflocalgenecoexpression AT hofmeisterrobinj molecularbasisgeneticcontrolandpleiotropiceffectsoflocalgenecoexpression AT dermitzakisemmanouilt molecularbasisgeneticcontrolandpleiotropiceffectsoflocalgenecoexpression AT delaneauolivier molecularbasisgeneticcontrolandpleiotropiceffectsoflocalgenecoexpression |