Literature DB >> 33515027

Interaction Between Physical Activity and Polygenic Score on Type 2 Diabetes Mellitus in Older Black and White Participants From the Health and Retirement Study.

Yan Yan Wu1, Mika D Thompson1, Fadi Youkhana1, Catherine M Pirkle1.   

Abstract

This study investigated the association of lifestyle factors and polygenic risk scores (PGS), and their interaction, on type 2 diabetes mellitus (T2D). We examined data from the U.S. Health and Retirement Study, a prospective longitudinal cohort of adults aged 50 years and older, containing nationally representative samples of Black and White Americans with precalculated PGS for T2D (N = 14 001). Predicted prevalence and incidence of T2D were calculated with logistic regression models. We calculated differences in T2D prevalence and incidence by PGS percentiles and for interaction variables using nonparametric bootstrap method. Black participants had approximately twice the prevalence of Whites (26.2% vs 14.2%), with a larger difference between the 90th and 10th PGS percentile from age 50 to 80 years. Significant interaction (pinteraction = .0096) was detected between PGS and physical activity among Whites. Among Whites in the 90th PGS percentile, T2D prevalence for moderate physical activity was 17.0% (95% CI: 14.8, 19.6), 6.8% lower compared to no/some physical activity (23.8%; 95% CI: 20.4, 27.5). T2D prevalence was similar (~10%) for both groups in the 10th PGS percentile. Incident T2D in Whites followed a similar pattern (pinteraction = .0325). No significant interactions with PGS were detected among Black participants. Interaction of different genetic risk profiles with lifestyle factors may inform understanding of varying inventions' efficacy for different groups of people, potentially improving clinical and prevention interventions.
© The Author(s) 2021. Published by Oxford University Press on behalf of The Gerontological Society of America. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com.

Entities:  

Keywords:  Physical activity; Polygenic risk score; Racial differences; Type 2 diabetes

Mesh:

Year:  2021        PMID: 33515027      PMCID: PMC8355465          DOI: 10.1093/gerona/glab025

Source DB:  PubMed          Journal:  J Gerontol A Biol Sci Med Sci        ISSN: 1079-5006            Impact factor:   6.053


  38 in total

Review 1.  Physical activity and the risk of type 2 diabetes: a systematic review and dose-response meta-analysis.

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2.  The Missing Diversity in Human Genetic Studies.

Authors:  Giorgio Sirugo; Scott M Williams; Sarah A Tishkoff
Journal:  Cell       Date:  2019-05-02       Impact factor: 41.582

3.  Diet, lifestyle, and the risk of type 2 diabetes mellitus in women.

Authors:  F B Hu; J E Manson; M J Stampfer; G Colditz; S Liu; C G Solomon; W C Willett
Journal:  N Engl J Med       Date:  2001-09-13       Impact factor: 91.245

4.  Parental transmission of type 2 diabetes: the Framingham Offspring Study.

Authors:  J B Meigs; L A Cupples; P W Wilson
Journal:  Diabetes       Date:  2000-12       Impact factor: 9.461

5.  Replicability and robustness of genome-wide-association studies for behavioral traits.

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Journal:  Psychol Sci       Date:  2014-10-06

6.  Strong association of socioeconomic status with genetic ancestry in Latinos: implications for admixture studies of type 2 diabetes.

Authors:  J C Florez; A L Price; D Campbell; L Riba; M V Parra; F Yu; C Duque; R Saxena; N Gallego; M Tello-Ruiz; L Franco; M Rodríguez-Torres; A Villegas; G Bedoya; C A Aguilar-Salinas; M T Tusié-Luna; A Ruiz-Linares; D Reich
Journal:  Diabetologia       Date:  2009-06-13       Impact factor: 10.122

7.  Fine-mapping type 2 diabetes loci to single-variant resolution using high-density imputation and islet-specific epigenome maps.

Authors:  Anubha Mahajan; Daniel Taliun; Matthias Thurner; Neil R Robertson; Jason M Torres; N William Rayner; Anthony J Payne; Valgerdur Steinthorsdottir; Robert A Scott; Niels Grarup; James P Cook; Ellen M Schmidt; Matthias Wuttke; Chloé Sarnowski; Reedik Mägi; Jana Nano; Christian Gieger; Stella Trompet; Cécile Lecoeur; Michael H Preuss; Bram Peter Prins; Xiuqing Guo; Lawrence F Bielak; Jennifer E Below; Donald W Bowden; John Campbell Chambers; Young Jin Kim; Maggie C Y Ng; Lauren E Petty; Xueling Sim; Weihua Zhang; Amanda J Bennett; Jette Bork-Jensen; Chad M Brummett; Mickaël Canouil; Kai-Uwe Ec Kardt; Krista Fischer; Sharon L R Kardia; Florian Kronenberg; Kristi Läll; Ching-Ti Liu; Adam E Locke; Jian'an Luan; Ioanna Ntalla; Vibe Nylander; Sebastian Schönherr; Claudia Schurmann; Loïc Yengo; Erwin P Bottinger; Ivan Brandslund; Cramer Christensen; George Dedoussis; Jose C Florez; Ian Ford; Oscar H Franco; Timothy M Frayling; Vilmantas Giedraitis; Sophie Hackinger; Andrew T Hattersley; Christian Herder; M Arfan Ikram; Martin Ingelsson; Marit E Jørgensen; Torben Jørgensen; Jennifer Kriebel; Johanna Kuusisto; Symen Ligthart; Cecilia M Lindgren; Allan Linneberg; Valeriya Lyssenko; Vasiliki Mamakou; Thomas Meitinger; Karen L Mohlke; Andrew D Morris; Girish Nadkarni; James S Pankow; Annette Peters; Naveed Sattar; Alena Stančáková; Konstantin Strauch; Kent D Taylor; Barbara Thorand; Gudmar Thorleifsson; Unnur Thorsteinsdottir; Jaakko Tuomilehto; Daniel R Witte; Josée Dupuis; Patricia A Peyser; Eleftheria Zeggini; Ruth J F Loos; Philippe Froguel; Erik Ingelsson; Lars Lind; Leif Groop; Markku Laakso; Francis S Collins; J Wouter Jukema; Colin N A Palmer; Harald Grallert; Andres Metspalu; Abbas Dehghan; Anna Köttgen; Goncalo R Abecasis; James B Meigs; Jerome I Rotter; Jonathan Marchini; Oluf Pedersen; Torben Hansen; Claudia Langenberg; Nicholas J Wareham; Kari Stefansson; Anna L Gloyn; Andrew P Morris; Michael Boehnke; Mark I McCarthy
Journal:  Nat Genet       Date:  2018-10-08       Impact factor: 38.330

Review 8.  Food groups and risk of type 2 diabetes mellitus: a systematic review and meta-analysis of prospective studies.

Authors:  Lukas Schwingshackl; Georg Hoffmann; Anna-Maria Lampousi; Sven Knüppel; Khalid Iqbal; Carolina Schwedhelm; Angela Bechthold; Sabrina Schlesinger; Heiner Boeing
Journal:  Eur J Epidemiol       Date:  2017-04-10       Impact factor: 8.082

Review 9.  Gene-environment and gene-treatment interactions in type 2 diabetes: progress, pitfalls, and prospects.

Authors:  Paul W Franks; Ewan Pearson; Jose C Florez
Journal:  Diabetes Care       Date:  2013-05       Impact factor: 19.112

10.  Large-scale association analysis provides insights into the genetic architecture and pathophysiology of type 2 diabetes.

Authors:  Andrew P Morris; Benjamin F Voight; Tanya M Teslovich; Teresa Ferreira; Ayellet V Segrè; Valgerdur Steinthorsdottir; Rona J Strawbridge; Hassan Khan; Harald Grallert; Anubha Mahajan; Inga Prokopenko; Hyun Min Kang; Christian Dina; Tonu Esko; Ross M Fraser; Stavroula Kanoni; Ashish Kumar; Vasiliki Lagou; Claudia Langenberg; Jian'an Luan; Cecilia M Lindgren; Martina Müller-Nurasyid; Sonali Pechlivanis; N William Rayner; Laura J Scott; Steven Wiltshire; Loic Yengo; Leena Kinnunen; Elizabeth J Rossin; Soumya Raychaudhuri; Andrew D Johnson; Antigone S Dimas; Ruth J F Loos; Sailaja Vedantam; Han Chen; Jose C Florez; Caroline Fox; Ching-Ti Liu; Denis Rybin; David J Couper; Wen Hong L Kao; Man Li; Marilyn C Cornelis; Peter Kraft; Qi Sun; Rob M van Dam; Heather M Stringham; Peter S Chines; Krista Fischer; Pierre Fontanillas; Oddgeir L Holmen; Sarah E Hunt; Anne U Jackson; Augustine Kong; Robert Lawrence; Julia Meyer; John R B Perry; Carl G P Platou; Simon Potter; Emil Rehnberg; Neil Robertson; Suthesh Sivapalaratnam; Alena Stančáková; Kathleen Stirrups; Gudmar Thorleifsson; Emmi Tikkanen; Andrew R Wood; Peter Almgren; Mustafa Atalay; Rafn Benediktsson; Lori L Bonnycastle; Noël Burtt; Jason Carey; Guillaume Charpentier; Andrew T Crenshaw; Alex S F Doney; Mozhgan Dorkhan; Sarah Edkins; Valur Emilsson; Elodie Eury; Tom Forsen; Karl Gertow; Bruna Gigante; George B Grant; Christopher J Groves; Candace Guiducci; Christian Herder; Astradur B Hreidarsson; Jennie Hui; Alan James; Anna Jonsson; Wolfgang Rathmann; Norman Klopp; Jasmina Kravic; Kaarel Krjutškov; Cordelia Langford; Karin Leander; Eero Lindholm; Stéphane Lobbens; Satu Männistö; Ghazala Mirza; Thomas W Mühleisen; Bill Musk; Melissa Parkin; Loukianos Rallidis; Jouko Saramies; Bengt Sennblad; Sonia Shah; Gunnar Sigurðsson; Angela Silveira; Gerald Steinbach; Barbara Thorand; Joseph Trakalo; Fabrizio Veglia; Roman Wennauer; Wendy Winckler; Delilah Zabaneh; Harry Campbell; Cornelia van Duijn; Andre G Uitterlinden; Albert Hofman; Eric Sijbrands; Goncalo R Abecasis; Katharine R Owen; Eleftheria Zeggini; Mieke D Trip; Nita G Forouhi; Ann-Christine Syvänen; Johan G Eriksson; Leena Peltonen; Markus M Nöthen; Beverley Balkau; Colin N A Palmer; Valeriya Lyssenko; Tiinamaija Tuomi; Bo Isomaa; David J Hunter; Lu Qi; Alan R Shuldiner; Michael Roden; Ines Barroso; Tom Wilsgaard; John Beilby; Kees Hovingh; Jackie F Price; James F Wilson; Rainer Rauramaa; Timo A Lakka; Lars Lind; George Dedoussis; Inger Njølstad; Nancy L Pedersen; Kay-Tee Khaw; Nicholas J Wareham; Sirkka M Keinanen-Kiukaanniemi; Timo E Saaristo; Eeva Korpi-Hyövälti; Juha Saltevo; Markku Laakso; Johanna Kuusisto; Andres Metspalu; Francis S Collins; Karen L Mohlke; Richard N Bergman; Jaakko Tuomilehto; Bernhard O Boehm; Christian Gieger; Kristian Hveem; Stephane Cauchi; Philippe Froguel; Damiano Baldassarre; Elena Tremoli; Steve E Humphries; Danish Saleheen; John Danesh; Erik Ingelsson; Samuli Ripatti; Veikko Salomaa; Raimund Erbel; Karl-Heinz Jöckel; Susanne Moebus; Annette Peters; Thomas Illig; Ulf de Faire; Anders Hamsten; Andrew D Morris; Peter J Donnelly; Timothy M Frayling; Andrew T Hattersley; Eric Boerwinkle; Olle Melander; Sekar Kathiresan; Peter M Nilsson; Panos Deloukas; Unnur Thorsteinsdottir; Leif C Groop; Kari Stefansson; Frank Hu; James S Pankow; Josée Dupuis; James B Meigs; David Altshuler; Michael Boehnke; Mark I McCarthy
Journal:  Nat Genet       Date:  2012-08-12       Impact factor: 38.330

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