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GWAS Study

Genome-wide analysis of BMI in adolescents and young adults reveals additional insight into the effects of genetic loci over the life course.

Graff M, Ngwa JS, Workalemahu T et al.

23669352 PubMed ID
GWAS Study Type
29880 Participants
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Chapter I

Publication Details

Comprehensive information about this research publication

Authors

GM
Graff M
NJ
Ngwa JS
WT
Workalemahu T
HG
Homuth G
SS
Schipf S
TA
Teumer A
VH
Völzke H
WH
Wallaschofski H
AG
Abecasis GR
EL
Edward L
FC
Francesco C
SS
Sanna S
SP
Scheet P
SD
Schlessinger D
SC
Sidore C
XX
Xiao X
WZ
Wang Z
CS
Chanock SJ
JK
Jacobs KB
HR
Hayes RB
HF
Hu F
VD
Van Dam RM
CR
Crout RJ
MM
Marazita ML
SJ
Shaffer JR
AL
Atwood LD
FC
Fox CS
HN
Heard-Costa NL
WC
White C
CA
Choh AC
CS
Czerwinski SA
DE
Demerath EW
DT
Dyer TD
TB
Towne B
AN
Amin N
OB
Oostra BA
VD
Van Duijn CM
ZM
Zillikens MC
ET
Esko T
NM
Nelis M
NT
Nikopensius T
MA
Metspalu A
SD
Strachan DP
MK
Monda K
QL
Qi L
NK
North KE
CL
Cupples LA
GP
Gordon-Larsen P
BS
Berndt SI
Chapter II

Abstract

Summary of the research findings

Genetic loci for body mass index (BMI) in adolescence and young adulthood, a period of high risk for weight gain, are understudied, yet may yield important insight into the etiology of obesity and early intervention. To identify novel genetic loci and examine the influence of known loci on BMI during this critical time period in late adolescence and early adulthood, we performed a two-stage meta-analysis using 14 genome-wide association studies in populations of European ancestry with data on BMI between ages 16 and 25 in up to 29 880 individuals. We identified seven independent loci (P < 5.0 × 10⁻⁸) near FTO (P = 3.72 × 10⁻²³), TMEM18 (P = 3.24 × 10⁻¹⁷), MC4R (P = 4.41 × 10⁻¹⁷), TNNI3K (P = 4.32 × 10⁻¹¹), SEC16B (P = 6.24 × 10⁻⁹), GNPDA2 (P = 1.11 × 10⁻⁸) and POMC (P = 4.94 × 10⁻⁸) as well as a potential secondary signal at the POMC locus (rs2118404, P = 2.4 × 10⁻⁵ after conditioning on the established single-nucleotide polymorphism at this locus) in adolescents and young adults. To evaluate the impact of the established genetic loci on BMI at these young ages, we examined differences between the effect sizes of 32 published BMI loci in European adult populations (aged 18-90) and those observed in our adolescent and young adult meta-analysis. Four loci (near PRKD1, TNNI3K, SEC16B and CADM2) had larger effects and one locus (near SH2B1) had a smaller effect on BMI during adolescence and young adulthood compared with older adults (P < 0.05). These results suggest that genetic loci for BMI can vary in their effects across the life course, underlying the importance of evaluating BMI at different ages.

Up to 13,627 European ancestry individuals

Chapter III

Study Statistics

Key metrics and study information

29880
Total Participants
GWAS
Study Type
Yes
Replicated
Up to 16,253 European ancestry individuals
Replication Participants
European
Ancestry
Chapter IV

Analysis

Comprehensive review of health and genetic findings

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