IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v14y2023i1d10.1038_s41467-023-35808-6.html
   My bibliography  Save this article

Deciphering genetic causes for sex differences in human health through drug metabolism and transporter genes

Author

Listed:
  • Yingbo Huang

    (University of Minnesota)

  • Yuting Shan

    (University of Minnesota)

  • Weijie Zhang

    (University of Minnesota)

  • Adam M. Lee

    (University of Minnesota)

  • Feng Li

    (University of Minnesota
    eGenesis, Inc)

  • Barbara E. Stranger

    (Northwestern University Feinberg School of Medicine)

  • R. Stephanie Huang

    (University of Minnesota)

Abstract

Sex differences have been widely observed in human health. However, little is known about the underlying mechanism behind these observed sex differences. We hypothesize that sex-differentiated genetic effects are contributors of these phenotypic differences. Focusing on a collection of drug metabolism enzymes and transporters (DMET) genes, we discover sex-differentiated genetic regulatory mechanisms between these genes and human complex traits. Here, we show that sex-differentiated genetic effects were present at genome-level and at DMET gene regions for many human complex traits. These sex-differentiated regulatory mechanisms are reflected in the levels of gene expression and endogenous serum biomarkers. Through Mendelian Randomization analysis, we identify putative sex-differentiated causal effects in each sex separately. Furthermore, we identify and validate sex differential gene expression of a subset of DMET genes in human liver samples. We observe higher protein abundance and enzyme activity of CYP1A2 in male-derived liver microsomes, which leads to higher level of an active metabolite formation of clozapine, a commonly prescribed antipsychotic drug. Taken together, our results demonstrate the presence of sex-differentiated genetic effects on DMET gene regulation, which manifest in various phenotypic traits including disease risks and drug responses.

Suggested Citation

  • Yingbo Huang & Yuting Shan & Weijie Zhang & Adam M. Lee & Feng Li & Barbara E. Stranger & R. Stephanie Huang, 2023. "Deciphering genetic causes for sex differences in human health through drug metabolism and transporter genes," Nature Communications, Nature, vol. 14(1), pages 1-15, December.
  • Handle: RePEc:nat:natcom:v:14:y:2023:i:1:d:10.1038_s41467-023-35808-6
    DOI: 10.1038/s41467-023-35808-6
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-023-35808-6
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-023-35808-6?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Clare Bycroft & Colin Freeman & Desislava Petkova & Gavin Band & Lloyd T. Elliott & Kevin Sharp & Allan Motyer & Damjan Vukcevic & Olivier Delaneau & Jared O’Connell & Adrian Cortes & Samantha Welsh &, 2018. "The UK Biobank resource with deep phenotyping and genomic data," Nature, Nature, vol. 562(7726), pages 203-209, October.
    2. Chris Wallace, 2021. "A more accurate method for colocalisation analysis allowing for multiple causal variants," PLOS Genetics, Public Library of Science, vol. 17(9), pages 1-11, September.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Sophie A. Riesmeijer & Zoha Kamali & Michael Ng & Dmitriy Drichel & Bram Piersma & Kerstin Becker & Thomas B. Layton & Jagdeep Nanchahal & Michael Nothnagel & Ahmad Vaez & Hans Christian Hennies & Pau, 2024. "A genome-wide association meta-analysis implicates Hedgehog and Notch signaling in Dupuytren’s disease," Nature Communications, Nature, vol. 15(1), pages 1-11, December.
    2. Matteo Di Scipio & Mohammad Khan & Shihong Mao & Michael Chong & Conor Judge & Nazia Pathan & Nicolas Perrot & Walter Nelson & Ricky Lali & Shuang Di & Robert Morton & Jeremy Petch & Guillaume Paré, 2023. "A versatile, fast and unbiased method for estimation of gene-by-environment interaction effects on biobank-scale datasets," Nature Communications, Nature, vol. 14(1), pages 1-15, December.
    3. Jacob Joseph & Chang Liu & Qin Hui & Krishna Aragam & Zeyuan Wang & Brian Charest & Jennifer E. Huffman & Jacob M. Keaton & Todd L. Edwards & Serkalem Demissie & Luc Djousse & Juan P. Casas & J. Micha, 2022. "Genetic architecture of heart failure with preserved versus reduced ejection fraction," Nature Communications, Nature, vol. 13(1), pages 1-14, December.
    4. Vincent Michaud & Eulalie Lasseaux & David J. Green & Dave T. Gerrard & Claudio Plaisant & Tomas Fitzgerald & Ewan Birney & Benoît Arveiler & Graeme C. Black & Panagiotis I. Sergouniotis, 2022. "The contribution of common regulatory and protein-coding TYR variants to the genetic architecture of albinism," Nature Communications, Nature, vol. 13(1), pages 1-8, December.
    5. Natalie DeForest & Yuqi Wang & Zhiyi Zhu & Jacqueline S. Dron & Ryan Koesterer & Pradeep Natarajan & Jason Flannick & Tiffany Amariuta & Gina M. Peloso & Amit R. Majithia, 2024. "Genome-wide discovery and integrative genomic characterization of insulin resistance loci using serum triglycerides to HDL-cholesterol ratio as a proxy," Nature Communications, Nature, vol. 15(1), pages 1-17, December.
    6. Dick Schijven & Sourena Soheili-Nezhad & Simon E. Fisher & Clyde Francks, 2024. "Exome-wide analysis implicates rare protein-altering variants in human handedness," Nature Communications, Nature, vol. 15(1), pages 1-12, December.
    7. Lili Liu & Atlas Khan & Elena Sanchez-Rodriguez & Francesca Zanoni & Yifu Li & Nicholas Steers & Olivia Balderes & Junying Zhang & Priya Krithivasan & Robert A. LeDesma & Clara Fischman & Scott J. Heb, 2022. "Genetic regulation of serum IgA levels and susceptibility to common immune, infectious, kidney, and cardio-metabolic traits," Nature Communications, Nature, vol. 13(1), pages 1-17, December.
    8. Shahram Bahrami & Kaja Nordengen & Jaroslav Rokicki & Alexey A. Shadrin & Zillur Rahman & Olav B. Smeland & Piotr P. Jaholkowski & Nadine Parker & Pravesh Parekh & Kevin S. O’Connell & Torbjørn Elvsås, 2024. "The genetic landscape of basal ganglia and implications for common brain disorders," Nature Communications, Nature, vol. 15(1), pages 1-14, December.
    9. Sylvia Hartmann & Summaira Yasmeen & Benjamin M. Jacobs & Spiros Denaxas & Munir Pirmohamed & Eric R. Gamazon & Mark J. Caulfield & Harry Hemingway & Maik Pietzner & Claudia Langenberg, 2023. "ADRA2A and IRX1 are putative risk genes for Raynaud’s phenomenon," Nature Communications, Nature, vol. 14(1), pages 1-11, December.
    10. Mit Shah & Marco H. A. Inácio & Chang Lu & Pierre-Raphaël Schiratti & Sean L. Zheng & Adam Clement & Antonio Marvao & Wenjia Bai & Andrew P. King & James S. Ware & Martin R. Wilkins & Johanna Mielke &, 2023. "Environmental and genetic predictors of human cardiovascular ageing," Nature Communications, Nature, vol. 14(1), pages 1-15, December.
    11. Mathias Seviiri & Matthew H. Law & Jue-Sheng Ong & Puya Gharahkhani & Pierre Fontanillas & Catherine M. Olsen & David C. Whiteman & Stuart MacGregor, 2022. "A multi-phenotype analysis reveals 19 susceptibility loci for basal cell carcinoma and 15 for squamous cell carcinoma," Nature Communications, Nature, vol. 13(1), pages 1-14, December.
    12. Zhaotong Lin & Wei Pan, 2024. "A robust cis-Mendelian randomization method with application to drug target discovery," Nature Communications, Nature, vol. 15(1), pages 1-14, December.
    13. Zhening Liu & Hangkai Huang & Jiarong Xie & Yingying Xu & Chengfu Xu, 2024. "Circulating fatty acids and risk of hepatocellular carcinoma and chronic liver disease mortality in the UK Biobank," Nature Communications, Nature, vol. 15(1), pages 1-10, December.
    14. Junqing Xie & Shuo Feng & Xintong Li & Ester Gea-Mallorquí & Albert Prats-Uribe & Dani Prieto-Alhambra, 2022. "Comparative effectiveness of the BNT162b2 and ChAdOx1 vaccines against Covid-19 in people over 50," Nature Communications, Nature, vol. 13(1), pages 1-8, December.
    15. Rongtao Jiang & Stephanie Noble & Matthew Rosenblatt & Wei Dai & Jean Ye & Shu Liu & Shile Qi & Vince D. Calhoun & Jing Sui & Dustin Scheinost, 2024. "The brain structure, inflammatory, and genetic mechanisms mediate the association between physical frailty and depression," Nature Communications, Nature, vol. 15(1), pages 1-11, December.
    16. Erik Schoenmakers & Federica Marelli & Helle F. Jørgensen & W. Edward Visser & Carla Moran & Stefan Groeneweg & Carolina Avalos & Sean J. Jurgens & Nichola Figg & Alison Finigan & Neha Wali & Maura Ag, 2023. "Selenoprotein deficiency disorder predisposes to aortic aneurysm formation," Nature Communications, Nature, vol. 14(1), pages 1-14, December.
    17. Harry D Green & Alistair Jones & Jonathan P Evans & Andrew R Wood & Robin N Beaumont & Jessica Tyrrell & Timothy M Frayling & Christopher Smith & Michael N Weedon, 2021. "A genome-wide association study identifies 5 loci associated with frozen shoulder and implicates diabetes as a causal risk factor," PLOS Genetics, Public Library of Science, vol. 17(6), pages 1-13, June.
    18. Zhen Qiao & Julia Sidorenko & Joana A. Revez & Angli Xue & Xueling Lu & Katri Pärna & Harold Snieder & Peter M. Visscher & Naomi R. Wray & Loic Yengo, 2023. "Estimation and implications of the genetic architecture of fasting and non-fasting blood glucose," Nature Communications, Nature, vol. 14(1), pages 1-11, December.
    19. Xiaoyi Raymond Gao & Marion Chiariglione & Alexander J. Arch, 2022. "Whole-exome sequencing study identifies rare variants and genes associated with intraocular pressure and glaucoma," Nature Communications, Nature, vol. 13(1), pages 1-10, December.
    20. Romain Fournier & Zoi Tsangalidou & David Reich & Pier Francesco Palamara, 2023. "Haplotype-based inference of recent effective population size in modern and ancient DNA samples," Nature Communications, Nature, vol. 14(1), pages 1-13, December.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nat:natcom:v:14:y:2023:i:1:d:10.1038_s41467-023-35808-6. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.nature.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.