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GWAS Study

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

Justice AE, Young K, Gogarten SM et al.

34165540 PubMed ID
GWAS Study Type
43560 Participants
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Chapter I

Publication Details

Comprehensive information about this research publication

Authors

JA
Justice AE
YK
Young K
GS
Gogarten SM
ST
Sofer T
GM
Graff M
LS
Love SAM
WY
Wang Y
KY
Klimentidis YC
CM
Cruz M
GX
Guo X
HF
Hartwig F
PL
Petty L
YJ
Yao J
AM
Allison MA
BJ
Below JE
BT
Buchanan TA
CY
Chen YI
GM
Goodarzi MO
HC
Hanis C
HH
Highland HM
HW
Hsueh WA
IE
Ipp E
PE
Parra E
PW
Palmas W
RL
Raffel LJ
RJ
Rotter JI
TJ
Tan J
TK
Taylor KD
VA
Valladares A
XA
Xiang AH
SL
Sánchez-Johnsen L
IC
Isasi CR
NK
North KE
Chapter II

Abstract

Summary of the research findings

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.

7,272 Hispanic or Latin American females, 5,200 Hispanic or Latin American males

Chapter III

Study Statistics

Key metrics and study information

43560
Total Participants
GWAS
Study Type
Yes
Replicated
up to 12,341 Hispanic or Latin American individuals, 8,913 African American females, 758 African American males, 4,795 European ancestry females, 4,281 European ancestry males
Replication Participants
African American or Afro-Caribbean, European, Hispanic or Latin American
Ancestry
U.S.
Recruitment Country
Chapter IV

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