Siyu Chen, Yiwen Liang, Shan Luo, Jie Zheng, Satoshi Yoshiji, Grace M Power, Zikun Xu, Stephen Burgess, Benjamin John Cowling, Hugh Simon Lam, Albert Martin Li, Gabriel Matthew Leung, Catherine Mary Schooling, Shiu Lun Au Yeung
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引用次数: 0
Abstract
Background: Increased childhood adiposity contributes to higher type 2 diabetes (T2D) risk, but the underlying mechanisms remain unclear. Furthermore, whether these mechanistic pathways are shared across ethnic groups has not been explored.
Methods: We conducted a two-step Mendelian randomization (MR) using European-based summary statistics from genome-wide association studies of childhood body mass index (BMI) (n = 61 111), adulthood proteomics (n = 35 559), and later life T2D (cases: 242 283; controls: 1 569 734). We also conducted a recall-by-genotype (RbG) study in a Chinese birth cohort (n = 250) to assess whether childhood BMI was associated with the identified proteomic signals in an East Asian population. Analyses included multi-instrument MR methods (inverse variance weighted and MR-Egger) and, for single-instrument proteins, cis-MR using the Wald ratio, with colocalization validation. Multiple testing was adjusted using false discovery rate (FDR).
Results: Higher genetically predicted childhood BMI was associated with 1299 proteins (FDR-adjusted P < .05), of which 36 proteins were associated with higher T2D risk. Six proteins were supported by colocalization (PPH4 > 80%). Genetically predicted higher childhood BMI was positively associated with GCKR, RBP1, ENTPD6, and GST A1-1, and inversely associated with PRSS27 and SHBG. The proportion of the BMI-T2D effect mediated by these proteins ranged from 1.87% to 12.92%. However, only SHBG was replicated in Asians in the RbG study.
Conclusions: Our study identified putative actionable proteins that could reduce the elevated T2D risk attributable to childhood adiposity in Europeans, but their relevance in Asian populations requires further investigation.
期刊介绍:
The International Journal of Epidemiology is a vital resource for individuals seeking to stay updated on the latest advancements and emerging trends in the field of epidemiology worldwide.
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