Genome-wide association study of body fat distribution traits in Hispanics/Latinos from the HCHS/SOL

Author:

Justice Anne E12ORCID,Young Kristin2,Gogarten Stephanie M3ORCID,Sofer Tamar3ORCID,Graff Misa2,Love Shelly Ann M2,Wang Yujie2,Klimentidis Yann C4,Cruz Miguel5,Guo Xiuqing6,Hartwig Fernando7,Petty Lauren8,Yao Jie6,Allison Matthew A9,Below Jennifer E8,Buchanan Thomas A10,Chen Yii-Der Ida6,Goodarzi Mark O11,Hanis Craig12,Highland Heather M2,Hsueh Willa A13,Ipp Eli14,Parra Esteban15,Palmas Walter16,Raffel Leslie J17,Rotter Jerome I6,Tan Jingyi6,Taylor Kent D6,Valladares Adan5,Xiang Anny H18,Sánchez-Johnsen Lisa19,Isasi Carmen R2021,North Kari E2

Affiliation:

1. Department of Population Health Sciences, Geisinger Health System, Danville, PA 17822, USA

2. Department of Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC 27516, USA

3. Department of Biostatistics, University of Washington, Seattle, WA 98195, USA

4. Department of Epidemiology and Biostatistics, University of Arizona, Tucson, AZ 85724, USA

5. Unidad de Investigacion Medica en Bioquimica, Hospital de Especialidades, Centro Medico Nacional Siglo XXI (CMNSXX1)-IMSS, Mexico City 06720, Mexico

6. The Institute for Translational Genomics and Population Sciences, Department of Pediatrics, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, CA 90502, USA

7. Center for Epidemiological Research, Universidade Federal de Pelotas, Pelotas 96020, Brazil

8. Division of Genetic Medicine, Department of Medicine, Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN 37232, USA

9. Division of Preventive Medicine, Department of Family Medicine, University of California San Diego, La Jolla, CA 92093, USA

10. Department of Medicine, Keck School of Medicine and Diabetes and Obesity Research Institute, University of Southern California, Los Angeles, CA 90033, USA

11. Division of Endocrinology, Diabetes, and Metabolism, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA

12. Human Genetics Center, Department of Epidemiology, Human Genetics and Environmental Sciences, School of Public Health, The University of Texas Health Science Center at Houston, Houston, TX 77030, USA

13. Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, Wexner Medical Center, The Ohio State University, Columbus, OH 43210, USA

14. Department of Medicine, Endocrinology, Diabetes & Metabolism, The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, Torrance, CA 90502, USA

15. Department of Anthropology, University of Toronto at Mississauga, Mississauga, ON L5L 1C6, Canada

16. Department of Medicine, Columbia University Medical Center, New York, NY 10032, USA

17. Department of PediatrIcs, Division of Genetic and Genomic Medicine, University of California, Irvine, CA 92868, USA

18. Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA 91101, USA

19. Department of Family Medicine, Rush University Medical Center, Chicago, IL 60612, USA

20. Department of Epidemiology & Population Health, Albert Einstein College of Medicine, Bronx, NY 10467, USA

21. Department of Pediatrics, Albert Einstein College of Medicine, Bronx, NY 10467, USA

Abstract

Abstract Central obesity is a leading health concern with a great burden carried by ethnic minority populations, especially Hispanics/Latinos. Genetic factors contribute to the obesity burden overall and to inter-population differences. We aimed to identify the loci associated with central adiposity measured as waist-to-hip ratio (WHR), waist circumference (WC) and hip circumference (HIP) adjusted for body mass index (adjBMI) by using the Hispanic Community Health Study/Study of Latinos (HCHS/SOL); determine if differences in associations differ by background group within HCHS/SOL and determine whether previously reported associations generalize to HCHS/SOL. Our analyses included 7472 women and 5200 men of mainland (Mexican, Central and South American) and Caribbean (Puerto Rican, Cuban and Dominican) background residing in the USA. We performed genome-wide association analyses stratified and combined across sexes using linear mixed-model regression. We identified 16 variants for waist-to-hip ratio adjusted for body mass index (WHRadjBMI), 22 for waist circumference adjusted for body mass index (WCadjBMI) and 28 for hip circumference adjusted for body mass index (HIPadjBMI), which reached suggestive significance (P < 1 × 10−6). Many loci exhibited differences in strength of associations by ethnic background and sex. We brought a total of 66 variants forward for validation in cohorts (N = 34 161) with participants of Hispanic/Latino, African and European descent. We confirmed four novel loci (P < 0.05 and consistent direction of effect, and P < 5 × 10−8 after meta-analysis), including two for WHRadjBMI (rs13301996, rs79478137); one for WCadjBMI (rs3168072) and one for HIPadjBMI (rs28692724). Also, we generalized previously reported associations to HCHS/SOL, (8 for WHRadjBMI, 10 for WCadjBMI and 12 for HIPadjBMI). Our study highlights the importance of large-scale genomic studies in ancestrally diverse Hispanic/Latino populations for identifying and characterizing central obesity susceptibility that may be ancestry-specific.

Funder

National Institute of Health

National Heart, Lung, and Blood Institutes

American Heart Association

Publisher

Oxford University Press (OUP)

Subject

Genetics(clinical),Genetics,Molecular Biology,General Medicine

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