Cargando…

Plasma cortisol-linked gene networks in hepatic and adipose tissues implicate corticosteroid-binding globulin in modulating tissue glucocorticoid action and cardiovascular risk

Genome-wide association meta-analysis (GWAMA) by the Cortisol Network (CORNET) consortium identified genetic variants spanning the SERPINA6/SERPINA1 locus on chromosome 14 associated with morning plasma cortisol, cardiovascular disease (CVD), and SERPINA6 mRNA expression encoding corticosteroid-bind...

Descripción completa

Detalles Bibliográficos
Autores principales: Bankier, Sean, Wang, Lingfei, Crawford, Andrew, Morgan, Ruth A., Ruusalepp, Arno, Andrew, Ruth, Björkegren, Johan L. M., Walker, Brian R., Michoel, Tom
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10513085/
https://www.ncbi.nlm.nih.gov/pubmed/37745713
http://dx.doi.org/10.3389/fendo.2023.1186252
_version_ 1785108491488198656
author Bankier, Sean
Wang, Lingfei
Crawford, Andrew
Morgan, Ruth A.
Ruusalepp, Arno
Andrew, Ruth
Björkegren, Johan L. M.
Walker, Brian R.
Michoel, Tom
author_facet Bankier, Sean
Wang, Lingfei
Crawford, Andrew
Morgan, Ruth A.
Ruusalepp, Arno
Andrew, Ruth
Björkegren, Johan L. M.
Walker, Brian R.
Michoel, Tom
author_sort Bankier, Sean
collection PubMed
description Genome-wide association meta-analysis (GWAMA) by the Cortisol Network (CORNET) consortium identified genetic variants spanning the SERPINA6/SERPINA1 locus on chromosome 14 associated with morning plasma cortisol, cardiovascular disease (CVD), and SERPINA6 mRNA expression encoding corticosteroid-binding globulin (CBG) in the liver. These and other findings indicate that higher plasma cortisol levels are causally associated with CVD; however, the mechanisms by which variations in CBG lead to CVD are undetermined. Using genomic and transcriptomic data from The Stockholm Tartu Atherosclerosis Reverse Networks Engineering Task (STARNET) study, we identified plasma cortisol-linked single-nucleotide polymorphisms (SNPs) that are trans-associated with genes from seven different vascular and metabolic tissues, finding the highest representation of trans-genes in the liver, subcutaneous fat, and visceral abdominal fat, [false discovery rate (FDR) = 15%]. We identified a subset of cortisol-associated trans-genes that are putatively regulated by the glucocorticoid receptor (GR), the primary transcription factor activated by cortisol. Using causal inference, we identified GR-regulated trans-genes that are responsible for the regulation of tissue-specific gene networks. Cis-expression Quantitative Trait Loci (eQTLs) were used as genetic instruments for identification of pairwise causal relationships from which gene networks could be reconstructed. Gene networks were identified in the liver, subcutaneous fat, and visceral abdominal fat, including a high confidence gene network specific to subcutaneous adipose (FDR = 10%) under the regulation of the interferon regulatory transcription factor, IRF2. These data identify a plausible pathway through which variation in the liver CBG production perturbs cortisol-regulated gene networks in peripheral tissues and thereby promote CVD.
format Online
Article
Text
id pubmed-10513085
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-105130852023-09-22 Plasma cortisol-linked gene networks in hepatic and adipose tissues implicate corticosteroid-binding globulin in modulating tissue glucocorticoid action and cardiovascular risk Bankier, Sean Wang, Lingfei Crawford, Andrew Morgan, Ruth A. Ruusalepp, Arno Andrew, Ruth Björkegren, Johan L. M. Walker, Brian R. Michoel, Tom Front Endocrinol (Lausanne) Endocrinology Genome-wide association meta-analysis (GWAMA) by the Cortisol Network (CORNET) consortium identified genetic variants spanning the SERPINA6/SERPINA1 locus on chromosome 14 associated with morning plasma cortisol, cardiovascular disease (CVD), and SERPINA6 mRNA expression encoding corticosteroid-binding globulin (CBG) in the liver. These and other findings indicate that higher plasma cortisol levels are causally associated with CVD; however, the mechanisms by which variations in CBG lead to CVD are undetermined. Using genomic and transcriptomic data from The Stockholm Tartu Atherosclerosis Reverse Networks Engineering Task (STARNET) study, we identified plasma cortisol-linked single-nucleotide polymorphisms (SNPs) that are trans-associated with genes from seven different vascular and metabolic tissues, finding the highest representation of trans-genes in the liver, subcutaneous fat, and visceral abdominal fat, [false discovery rate (FDR) = 15%]. We identified a subset of cortisol-associated trans-genes that are putatively regulated by the glucocorticoid receptor (GR), the primary transcription factor activated by cortisol. Using causal inference, we identified GR-regulated trans-genes that are responsible for the regulation of tissue-specific gene networks. Cis-expression Quantitative Trait Loci (eQTLs) were used as genetic instruments for identification of pairwise causal relationships from which gene networks could be reconstructed. Gene networks were identified in the liver, subcutaneous fat, and visceral abdominal fat, including a high confidence gene network specific to subcutaneous adipose (FDR = 10%) under the regulation of the interferon regulatory transcription factor, IRF2. These data identify a plausible pathway through which variation in the liver CBG production perturbs cortisol-regulated gene networks in peripheral tissues and thereby promote CVD. Frontiers Media S.A. 2023-09-06 /pmc/articles/PMC10513085/ /pubmed/37745713 http://dx.doi.org/10.3389/fendo.2023.1186252 Text en Copyright © 2023 Bankier, Wang, Crawford, Morgan, Ruusalepp, Andrew, Björkegren, Walker and Michoel https://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 Endocrinology
Bankier, Sean
Wang, Lingfei
Crawford, Andrew
Morgan, Ruth A.
Ruusalepp, Arno
Andrew, Ruth
Björkegren, Johan L. M.
Walker, Brian R.
Michoel, Tom
Plasma cortisol-linked gene networks in hepatic and adipose tissues implicate corticosteroid-binding globulin in modulating tissue glucocorticoid action and cardiovascular risk
title Plasma cortisol-linked gene networks in hepatic and adipose tissues implicate corticosteroid-binding globulin in modulating tissue glucocorticoid action and cardiovascular risk
title_full Plasma cortisol-linked gene networks in hepatic and adipose tissues implicate corticosteroid-binding globulin in modulating tissue glucocorticoid action and cardiovascular risk
title_fullStr Plasma cortisol-linked gene networks in hepatic and adipose tissues implicate corticosteroid-binding globulin in modulating tissue glucocorticoid action and cardiovascular risk
title_full_unstemmed Plasma cortisol-linked gene networks in hepatic and adipose tissues implicate corticosteroid-binding globulin in modulating tissue glucocorticoid action and cardiovascular risk
title_short Plasma cortisol-linked gene networks in hepatic and adipose tissues implicate corticosteroid-binding globulin in modulating tissue glucocorticoid action and cardiovascular risk
title_sort plasma cortisol-linked gene networks in hepatic and adipose tissues implicate corticosteroid-binding globulin in modulating tissue glucocorticoid action and cardiovascular risk
topic Endocrinology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10513085/
https://www.ncbi.nlm.nih.gov/pubmed/37745713
http://dx.doi.org/10.3389/fendo.2023.1186252
work_keys_str_mv AT bankiersean plasmacortisollinkedgenenetworksinhepaticandadiposetissuesimplicatecorticosteroidbindingglobulininmodulatingtissueglucocorticoidactionandcardiovascularrisk
AT wanglingfei plasmacortisollinkedgenenetworksinhepaticandadiposetissuesimplicatecorticosteroidbindingglobulininmodulatingtissueglucocorticoidactionandcardiovascularrisk
AT crawfordandrew plasmacortisollinkedgenenetworksinhepaticandadiposetissuesimplicatecorticosteroidbindingglobulininmodulatingtissueglucocorticoidactionandcardiovascularrisk
AT morganrutha plasmacortisollinkedgenenetworksinhepaticandadiposetissuesimplicatecorticosteroidbindingglobulininmodulatingtissueglucocorticoidactionandcardiovascularrisk
AT ruusalepparno plasmacortisollinkedgenenetworksinhepaticandadiposetissuesimplicatecorticosteroidbindingglobulininmodulatingtissueglucocorticoidactionandcardiovascularrisk
AT andrewruth plasmacortisollinkedgenenetworksinhepaticandadiposetissuesimplicatecorticosteroidbindingglobulininmodulatingtissueglucocorticoidactionandcardiovascularrisk
AT bjorkegrenjohanlm plasmacortisollinkedgenenetworksinhepaticandadiposetissuesimplicatecorticosteroidbindingglobulininmodulatingtissueglucocorticoidactionandcardiovascularrisk
AT walkerbrianr plasmacortisollinkedgenenetworksinhepaticandadiposetissuesimplicatecorticosteroidbindingglobulininmodulatingtissueglucocorticoidactionandcardiovascularrisk
AT michoeltom plasmacortisollinkedgenenetworksinhepaticandadiposetissuesimplicatecorticosteroidbindingglobulininmodulatingtissueglucocorticoidactionandcardiovascularrisk