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Global Endometrial DNA Multi-omics Analysis Reveals Insights into mQTL Regulation and Associated Endometriosis Disease Risk

View ORCID ProfileSally Mortlock, Sahar Houshdaran, View ORCID ProfileIdit Kosti, View ORCID ProfileNilufer Rahmioglu, Camran Nezhat, Allison F. Vitonis, Shan V. Andrews, Parker Grosjean, Manish Paranjpe, Andrew W. Horne, Alison Jacoby, Jeannette Lager, Jessica Opoku-Anane, Kim Chi Vo, Evelina Manvelyan, Sushmita Sen, Zhanna Ghukasyan, Frances Collins, View ORCID ProfileXavier Santamaria, View ORCID ProfilePhilippa Saunders, View ORCID ProfileKord Kober, View ORCID ProfileAllan F. McRae, Kathryn L. Terry, Júlia Vallvé-Juanico, Christian Becker, View ORCID ProfilePeter A.W. Rogers, Juan C. Irwin, View ORCID ProfileKrina Zondervan, View ORCID ProfileGrant W. Montgomery, Stacey Missmer, View ORCID ProfileMarina Sirota, View ORCID ProfileLinda Giudice
doi: https://doi.org/10.1101/2022.11.27.518106
Sally Mortlock
1The Institute for Molecular Bioscience, The University of Queensland, Brisbane, QLD 4072, Australia.
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Sahar Houshdaran
2Center for Reproductive Sciences, Department of Obstetrics, Gynecology & Reproductive Sciences, University of California San Francisco, San Francisco, CA, USA.
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Idit Kosti
3Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, CA, USA.
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Nilufer Rahmioglu
4Wellcome Centre for Human Genetics, University of Oxford, Oxford, UK.
5Oxford Endometriosis CaRe Centre, Nuffield Department of Women’s and Reproductive Health, John Radcliffe Hospital, University of Oxford, Oxford, UK.
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Camran Nezhat
6Stanford University Medical Center, Palo Alto, California, USA.
7University of California San Francisco, San Francisco, California, USA.
8Camran Nezhat Institute, Center for Special Minimally Invasive and Robotic Surgery, Woodside, California, USA.
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Allison F. Vitonis
9Obstetrics and Gynecology Epidemiology Center, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA.
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Shan V. Andrews
3Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, CA, USA.
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Parker Grosjean
3Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, CA, USA.
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Manish Paranjpe
3Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, CA, USA.
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Andrew W. Horne
11MRC Centre for Reproductive Health, University of Edinburgh, QMRI, Edinburgh, UK.
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Alison Jacoby
2Center for Reproductive Sciences, Department of Obstetrics, Gynecology & Reproductive Sciences, University of California San Francisco, San Francisco, CA, USA.
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Jeannette Lager
2Center for Reproductive Sciences, Department of Obstetrics, Gynecology & Reproductive Sciences, University of California San Francisco, San Francisco, CA, USA.
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Jessica Opoku-Anane
2Center for Reproductive Sciences, Department of Obstetrics, Gynecology & Reproductive Sciences, University of California San Francisco, San Francisco, CA, USA.
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Kim Chi Vo
2Center for Reproductive Sciences, Department of Obstetrics, Gynecology & Reproductive Sciences, University of California San Francisco, San Francisco, CA, USA.
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Evelina Manvelyan
2Center for Reproductive Sciences, Department of Obstetrics, Gynecology & Reproductive Sciences, University of California San Francisco, San Francisco, CA, USA.
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Sushmita Sen
2Center for Reproductive Sciences, Department of Obstetrics, Gynecology & Reproductive Sciences, University of California San Francisco, San Francisco, CA, USA.
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Zhanna Ghukasyan
2Center for Reproductive Sciences, Department of Obstetrics, Gynecology & Reproductive Sciences, University of California San Francisco, San Francisco, CA, USA.
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Frances Collins
11MRC Centre for Reproductive Health, University of Edinburgh, QMRI, Edinburgh, UK.
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Xavier Santamaria
10Carlos Simon Foundation, Health Research Institute, Valencia, Spain.
16Group of Biomedical Research in Gynecology, Vall d’Hebron Research Institute, Barcelona, Spain.
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Philippa Saunders
12Centre for Inflammation Research, Institute for Regeneration and Repair University of Edinburgh, Edinburgh, UK.
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Kord Kober
3Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, CA, USA.
13Department of Physiological Nursing, University of California San Francisco, San Francisco, CA, USA.
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Allan F. McRae
1The Institute for Molecular Bioscience, The University of Queensland, Brisbane, QLD 4072, Australia.
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Kathryn L. Terry
9Obstetrics and Gynecology Epidemiology Center, Brigham and Women’s Hospital and Harvard Medical School, Boston, MA, USA.
14Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
15Boston Center for Endometriosis, Boston Children’s Hospital and Brigham and Women’s Hospital, Boston, MA, USA.
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Júlia Vallvé-Juanico
2Center for Reproductive Sciences, Department of Obstetrics, Gynecology & Reproductive Sciences, University of California San Francisco, San Francisco, CA, USA.
16Group of Biomedical Research in Gynecology, Vall d’Hebron Research Institute, Barcelona, Spain.
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Christian Becker
5Oxford Endometriosis CaRe Centre, Nuffield Department of Women’s and Reproductive Health, John Radcliffe Hospital, University of Oxford, Oxford, UK.
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Peter A.W. Rogers
17University of Melbourne Department of Obstetrics and Gynaecology, Royal Women’s Hospital, Melbourne, Australia.
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Juan C. Irwin
2Center for Reproductive Sciences, Department of Obstetrics, Gynecology & Reproductive Sciences, University of California San Francisco, San Francisco, CA, USA.
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Krina Zondervan
4Wellcome Centre for Human Genetics, University of Oxford, Oxford, UK.
5Oxford Endometriosis CaRe Centre, Nuffield Department of Women’s and Reproductive Health, John Radcliffe Hospital, University of Oxford, Oxford, UK.
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Grant W. Montgomery
1The Institute for Molecular Bioscience, The University of Queensland, Brisbane, QLD 4072, Australia.
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Stacey Missmer
14Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
15Boston Center for Endometriosis, Boston Children’s Hospital and Brigham and Women’s Hospital, Boston, MA, USA.
18Division of Adolescent and Young Adult Medicine, Department of Medicine, Boston Children’s Hospital and Harvard Medical School, Boston, MA, USA.
19Department of Obstetrics, Gynecology, and Reproductive Biology, College of Human Medicine, Michigan State University, Grand Rapids, MI, USA.
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Marina Sirota
3Bakar Computational Health Sciences Institute, University of California San Francisco, San Francisco, CA, USA.
20Department of Pediatrics, Division of Neonatology, University of California San Francisco, San Francisco, CA, USA.
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Linda Giudice
2Center for Reproductive Sciences, Department of Obstetrics, Gynecology & Reproductive Sciences, University of California San Francisco, San Francisco, CA, USA.
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  • For correspondence: linda.giudice@ucsf.edu
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Abstract

Endometriosis is a leading cause of pain and infertility affecting millions of women globally. Identifying biologic and genetic effects on DNA methylation (DNAm) in endometrium increases understanding of mechanisms that influence gene regulation predisposing to endometriosis and offers an opportunity for novel therapeutic target discovery. Herein, we characterize variation in endometrial DNAm and its association with menstrual cycle phase, endometriosis, and genetic variants through analysis of genome-wide genotype data and methylation at 759,345 DNAm sites in endometrial samples from 984 deeply-phenotyped participants. We identify significant differences in DNAm profiles between menstrual cycle phases and at four DNAm sites between stage III/IV endometriosis and controls. We estimate that 15.4% of the variation in endometriosis is captured by DNAm, and identify DNAm networks associated with endometriosis. DNAm quantitative trait locus (mQTL) analysis identified 118,185 independent cis-mQTL including some tissue-specific effects. We find significant differences in DNAm profiles between endometriosis sub- phenotypes and a significant association between genetic regulation of methylation in endometrium and disease risk, providing functional evidence for genomic targets contributing to endometriosis risk and pathogenesis.

Competing Interest Statement

The authors have declared no competing interest.

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-ND 4.0 International license.
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Posted November 28, 2022.
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Global Endometrial DNA Multi-omics Analysis Reveals Insights into mQTL Regulation and Associated Endometriosis Disease Risk
Sally Mortlock, Sahar Houshdaran, Idit Kosti, Nilufer Rahmioglu, Camran Nezhat, Allison F. Vitonis, Shan V. Andrews, Parker Grosjean, Manish Paranjpe, Andrew W. Horne, Alison Jacoby, Jeannette Lager, Jessica Opoku-Anane, Kim Chi Vo, Evelina Manvelyan, Sushmita Sen, Zhanna Ghukasyan, Frances Collins, Xavier Santamaria, Philippa Saunders, Kord Kober, Allan F. McRae, Kathryn L. Terry, Júlia Vallvé-Juanico, Christian Becker, Peter A.W. Rogers, Juan C. Irwin, Krina Zondervan, Grant W. Montgomery, Stacey Missmer, Marina Sirota, Linda Giudice
bioRxiv 2022.11.27.518106; doi: https://doi.org/10.1101/2022.11.27.518106
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Global Endometrial DNA Multi-omics Analysis Reveals Insights into mQTL Regulation and Associated Endometriosis Disease Risk
Sally Mortlock, Sahar Houshdaran, Idit Kosti, Nilufer Rahmioglu, Camran Nezhat, Allison F. Vitonis, Shan V. Andrews, Parker Grosjean, Manish Paranjpe, Andrew W. Horne, Alison Jacoby, Jeannette Lager, Jessica Opoku-Anane, Kim Chi Vo, Evelina Manvelyan, Sushmita Sen, Zhanna Ghukasyan, Frances Collins, Xavier Santamaria, Philippa Saunders, Kord Kober, Allan F. McRae, Kathryn L. Terry, Júlia Vallvé-Juanico, Christian Becker, Peter A.W. Rogers, Juan C. Irwin, Krina Zondervan, Grant W. Montgomery, Stacey Missmer, Marina Sirota, Linda Giudice
bioRxiv 2022.11.27.518106; doi: https://doi.org/10.1101/2022.11.27.518106

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