IDEAS home Printed from https://ideas.repec.org/a/plo/pmed00/1002724.html
   My bibliography  Save this article

The influence of obesity-related factors in the etiology of renal cell carcinoma—A mendelian randomization study

Author

Listed:
  • Mattias Johansson
  • Robert Carreras-Torres
  • Ghislaine Scelo
  • Mark P Purdue
  • Daniela Mariosa
  • David C Muller
  • Nicolas J Timpson
  • Philip C Haycock
  • Kevin M Brown
  • Zhaoming Wang
  • Yuanqing Ye
  • Jonathan N Hofmann
  • Matthieu Foll
  • Valerie Gaborieau
  • Mitchell J Machiela
  • Leandro M Colli
  • Peng Li
  • Jean-Guillaume Garnier
  • Helene Blanche
  • Anne Boland
  • Laurie Burdette
  • Egor Prokhortchouk
  • Konstantin G Skryabin
  • Meredith Yeager
  • Sanja Radojevic-Skodric
  • Simona Ognjanovic
  • Lenka Foretova
  • Ivana Holcatova
  • Vladimir Janout
  • Dana Mates
  • Anush Mukeriya
  • Stefan Rascu
  • David Zaridze
  • Vladimir Bencko
  • Cezary Cybulski
  • Eleonora Fabianova
  • Viorel Jinga
  • Jolanta Lissowska
  • Jan Lubinski
  • Marie Navratilova
  • Peter Rudnai
  • Simone Benhamou
  • Geraldine Cancel-Tassin
  • Olivier Cussenot
  • Elisabete Weiderpass
  • Börje Ljungberg
  • Raviprakash Tumkur Sitaram
  • Christel Häggström
  • Fiona Bruinsma
  • Susan J Jordan
  • Gianluca Severi
  • Ingrid Winship
  • Kristian Hveem
  • Lars J Vatten
  • Tony Fletcher
  • Susanna C Larsson
  • Alicja Wolk
  • Rosamonde E Banks
  • Peter J Selby
  • Douglas F Easton
  • Gabriella Andreotti
  • Laura E Beane Freeman
  • Stella Koutros
  • Satu Männistö
  • Stephanie Weinstein
  • Peter E Clark
  • Todd L Edwards
  • Loren Lipworth
  • Susan M Gapstur
  • Victoria L Stevens
  • Hallie Carol
  • Matthew L Freedman
  • Mark M Pomerantz
  • Eunyoung Cho
  • Kathryn M Wilson
  • J Michael Gaziano
  • Howard D Sesso
  • Neal D Freedman
  • Alexander S Parker
  • Jeanette E Eckel-Passow
  • Wen-Yi Huang
  • Richard J Kahnoski
  • Brian R Lane
  • Sabrina L Noyes
  • David Petillo
  • Bin Tean Teh
  • Ulrike Peters
  • Emily White
  • Garnet L Anderson
  • Lisa Johnson
  • Juhua Luo
  • Julie Buring
  • I-Min Lee
  • Wong-Ho Chow
  • Lee E Moore
  • Timothy Eisen
  • Marc Henrion
  • James Larkin
  • Poulami Barman
  • Bradley C Leibovich
  • Toni K Choueiri
  • G Mark Lathrop
  • Jean-Francois Deleuze
  • Marc Gunter
  • James D McKay
  • Xifeng Wu
  • Richard S Houlston
  • Stephen J Chanock
  • Caroline Relton
  • J Brent Richards
  • Richard M Martin
  • George Davey Smith
  • Paul Brennan

Abstract

Background: Several obesity-related factors have been associated with renal cell carcinoma (RCC), but it is unclear which individual factors directly influence risk. We addressed this question using genetic markers as proxies for putative risk factors and evaluated their relation to RCC risk in a mendelian randomization (MR) framework. This methodology limits bias due to confounding and is not affected by reverse causation. Methods and findings: Genetic markers associated with obesity measures, blood pressure, lipids, type 2 diabetes, insulin, and glucose were initially identified as instrumental variables, and their association with RCC risk was subsequently evaluated in a genome-wide association study (GWAS) of 10,784 RCC patients and 20,406 control participants in a 2-sample MR framework. The effect on RCC risk was estimated by calculating odds ratios (ORSD) for a standard deviation (SD) increment in each risk factor. The MR analysis indicated that higher body mass index increases the risk of RCC (ORSD: 1.56, 95% confidence interval [CI] 1.44–1.70), with comparable results for waist-to-hip ratio (ORSD: 1.63, 95% CI 1.40–1.90) and body fat percentage (ORSD: 1.66, 95% CI 1.44–1.90). This analysis further indicated that higher fasting insulin (ORSD: 1.82, 95% CI 1.30–2.55) and diastolic blood pressure (DBP; ORSD: 1.28, 95% CI 1.11–1.47), but not systolic blood pressure (ORSD: 0.98, 95% CI 0.84–1.14), increase the risk for RCC. No association with RCC risk was seen for lipids, overall type 2 diabetes, or fasting glucose. Conclusions: This study provides novel evidence for an etiological role of insulin in RCC, as well as confirmatory evidence that obesity and DBP influence RCC risk. Using mendelian randomization approaches, Paul Brennan and colleagues reveal an association between 12 obesity-related factors, including insulin and the development of renal cell carcinoma.Why was this study done?: What did the researchers do and find?: What do these findings mean?:

Suggested Citation

  • Mattias Johansson & Robert Carreras-Torres & Ghislaine Scelo & Mark P Purdue & Daniela Mariosa & David C Muller & Nicolas J Timpson & Philip C Haycock & Kevin M Brown & Zhaoming Wang & Yuanqing Ye & J, 2019. "The influence of obesity-related factors in the etiology of renal cell carcinoma—A mendelian randomization study," PLOS Medicine, Public Library of Science, vol. 16(1), pages 1-16, January.
  • Handle: RePEc:plo:pmed00:1002724
    DOI: 10.1371/journal.pmed.1002724
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosmedicine/article?id=10.1371/journal.pmed.1002724
    Download Restriction: no

    File URL: https://journals.plos.org/plosmedicine/article/file?id=10.1371/journal.pmed.1002724&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pmed.1002724?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
    ---><---

    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:plo:pmed00:1002724. 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.

    We have no bibliographic references for this item. You can help adding them by using 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: plosmedicine (email available below). General contact details of provider: https://journals.plos.org/plosmedicine/ .

    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.