Tissue specific regulation of transcription in endometrium and association with disease.

RNA-sequencing endometriosis endometrium expression quantitative trait loci (eQTL) gene expression genetic regulation tissue specific

Journal

Human reproduction (Oxford, England)
ISSN: 1460-2350
Titre abrégé: Hum Reprod
Pays: England
ID NLM: 8701199

Informations de publication

Date de publication:
29 02 2020
Historique:
received: 08 08 2019
revised: 13 11 2019
accepted: 02 12 2019
pubmed: 28 2 2020
medline: 28 4 2021
entrez: 28 2 2020
Statut: ppublish

Résumé

Are genetic effects on endometrial gene expression tissue specific and/or associated with reproductive traits and diseases? Analyses of RNA-sequence data and individual genotype data from the endometrium identified novel and disease associated, genetic mechanisms regulating gene expression in the endometrium and showed evidence that these mechanisms are shared across biologically similar tissues. The endometrium is a complex tissue vital for female reproduction and is a hypothesized source of cells initiating endometriosis. Understanding genetic regulation specific to, and shared between, tissue types can aid the identification of genes involved in complex genetic diseases. RNA-sequence and genotype data from 206 individuals was analysed and results were compared with large publicly available datasets. RNA-sequencing and genotype data from 206 endometrial samples was used to identify the influence of genetic variants on gene expression, via expression quantitative trait loci (eQTL) analysis and to compare these endometrial eQTLs with those in other tissues. To investigate the association between endometrial gene expression regulation and reproductive traits and diseases, we conducted a tissue enrichment analysis, transcriptome-wide association study (TWAS) and summary data-based Mendelian randomisation (SMR) analyses. Transcriptomic data was used to test differential gene expression between women with and without endometriosis. A tissue enrichment analysis with endometriosis genome-wide association study summary statistics showed that genes surrounding endometriosis risk loci were significantly enriched in reproductive tissues. A total of 444 sentinel cis-eQTLs (P < 2.57 × 10-9) and 30 trans-eQTLs (P < 4.65 × 10-13) were detected, including 327 novel cis-eQTLs in endometrium. A large proportion (85%) of endometrial eQTLs are present in other tissues. Genetic effects on endometrial gene expression were highly correlated with the genetic effects on reproductive (e.g. uterus, ovary) and digestive tissues (e.g. salivary gland, stomach), supporting a shared genetic regulation of gene expression in biologically similar tissues. The TWAS analysis indicated that gene expression at 39 loci is associated with endometriosis, including five known endometriosis risk loci. SMR analyses identified potential target genes pleiotropically or causally associated with reproductive traits and diseases including endometriosis. However, without taking account of genetic variants, a direct comparison between women with and without endometriosis showed no significant difference in endometrial gene expression. The eQTL dataset generated in this study is available at http://reproductivegenomics.com.au/shiny/endo_eqtl_rna/. Additional datasets supporting the conclusions of this article are included within the article and the supplementary information files, or are available on reasonable request. Data are derived from fresh tissue samples and expression levels are an average of expression from different cell types within the endometrium. Subtle cell-specifc expression changes may not be detected and differences in cell composition between samples and across the menstrual cycle will contribute to sample variability. Power to detect tissue specific eQTLs and differences between women with and without endometriosis was limited by the sample size in this study. The statistical approaches used in this study identify the likely gene targets for specific genetic risk factors, but not the functional mechanism by which changes in gene expression may influence disease risk. Our results identify novel genetic variants that regulate gene expression in endometrium and the majority of these are shared across tissues. This allows analysis with large publicly available datasets to identify targets for female reproductive traits and diseases. Much larger studies will be required to identify genetic regulation of gene expression that will be specific to endometrium. This work was supported by the National Health and Medical Research Council (NHMRC) under project grants GNT1026033, GNT1049472, GNT1046880, GNT1050208, GNT1105321, GNT1083405 and GNT1107258. G.W.M is supported by a NHMRC Fellowship (GNT1078399). J.Y is supported by an ARC Fellowship (FT180100186). There are no competing interests.

Identifiants

pubmed: 32103259
pii: 5760678
doi: 10.1093/humrep/dez279
pmc: PMC7048713
doi:

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

377-393

Informations de copyright

© The Author(s) 2020. Published by Oxford University Press on behalf of the European Society of Human Reproduction and Embryology.

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Auteurs

Sally Mortlock (S)

The Institute for Molecular Bioscience, The University of Queensland, Brisbane, QLD 4072, Australia.

Raden I Kendarsari (RI)

The Institute for Molecular Bioscience, The University of Queensland, Brisbane, QLD 4072, Australia.

Jenny N Fung (JN)

The Institute for Molecular Bioscience, The University of Queensland, Brisbane, QLD 4072, Australia.

Greg Gibson (G)

School of Biology, Georgia Institute of Technology, Atlanta, GA 30332, USA.

Fei Yang (F)

The Institute for Molecular Bioscience, The University of Queensland, Brisbane, QLD 4072, Australia.

Restuadi Restuadi (R)

The Institute for Molecular Bioscience, The University of Queensland, Brisbane, QLD 4072, Australia.

Jane E Girling (JE)

Department of Anatomy, University of Otago, Dunedin, New Zealand.
University of Melbourne Department of Obstetrics and Gynaecology, and Gynaecology Research Centre, Royal Women's Hospital, Parkville VIC 3052, Australia.

Sarah J Holdsworth-Carson (SJ)

University of Melbourne Department of Obstetrics and Gynaecology, and Gynaecology Research Centre, Royal Women's Hospital, Parkville VIC 3052, Australia.

Wan Tinn Teh (WT)

University of Melbourne Department of Obstetrics and Gynaecology, and Gynaecology Research Centre, Royal Women's Hospital, Parkville VIC 3052, Australia.

Samuel W Lukowski (SW)

The Institute for Molecular Bioscience, The University of Queensland, Brisbane, QLD 4072, Australia.

Martin Healey (M)

University of Melbourne Department of Obstetrics and Gynaecology, and Gynaecology Research Centre, Royal Women's Hospital, Parkville VIC 3052, Australia.

Ting Qi (T)

The Institute for Molecular Bioscience, The University of Queensland, Brisbane, QLD 4072, Australia.

Peter A W Rogers (PAW)

University of Melbourne Department of Obstetrics and Gynaecology, and Gynaecology Research Centre, Royal Women's Hospital, Parkville VIC 3052, Australia.

Jian Yang (J)

The Institute for Molecular Bioscience, The University of Queensland, Brisbane, QLD 4072, Australia.

Brett McKinnon (B)

The Institute for Molecular Bioscience, The University of Queensland, Brisbane, QLD 4072, Australia.
Department of Obstetrics and Gynaecology, Inselspital University Hospital of Berne, 3010 Berne, Switzerland.

Grant W Montgomery (GW)

The Institute for Molecular Bioscience, The University of Queensland, Brisbane, QLD 4072, Australia.

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