Elucidating the proteomic pathways linking childhood body mass index with type 2 diabetes: a Mendelian randomization and recall-by-genotype study.

IF 5.7 2区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH
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.

阐明儿童体重指数与2型糖尿病相关的蛋白质组学途径:孟德尔随机化和基因型回忆研究。
背景:儿童肥胖增加会增加2型糖尿病(T2D)的风险,但其潜在机制尚不清楚。此外,这些机制途径是否在种族群体中共享还没有被探索。方法:我们使用基于欧洲的全基因组关联研究的孟德尔随机化(MR)进行了两步研究,这些研究包括儿童体重指数(BMI) (n = 61 111)、成年蛋白质组学(n = 35 559)和晚年T2D(病例:242 283;对照组:1 569 734)。我们还在中国出生队列(n = 250)中进行了一项基因型回忆(RbG)研究,以评估东亚人群中儿童BMI是否与已确定的蛋白质组学信号相关。分析包括多仪器MR方法(逆方差加权和MR- egger),对于单仪器蛋白质,使用Wald比进行顺式MR,并进行共定位验证。多重检验采用错误发现率(FDR)进行调整。结果:较高的遗传预测儿童BMI与1299蛋白相关(fdr校正P为80%)。遗传预测较高的儿童BMI与GCKR、RBP1、ENTPD6和GST A1-1呈正相关,与PRSS27和SHBG呈负相关。这些蛋白介导的BMI-T2D效应比例为1.87% ~ 12.92%。然而,在RbG研究中,只有亚洲人复制了SHBG。结论:我们的研究确定了可能降低欧洲儿童肥胖引起的T2D风险升高的可操作蛋白,但其在亚洲人群中的相关性需要进一步研究。
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来源期刊
International journal of epidemiology
International journal of epidemiology 医学-公共卫生、环境卫生与职业卫生
CiteScore
13.60
自引率
2.60%
发文量
226
审稿时长
3 months
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. The journal fosters communication among researchers, educators, and practitioners involved in the study, teaching, and application of epidemiology pertaining to both communicable and non-communicable diseases. It also includes research on health services and medical care. Furthermore, the journal presents new methodologies in epidemiology and statistics, catering to professionals working in social and preventive medicine. Published six times a year, the International Journal of Epidemiology provides a comprehensive platform for the analysis of data. Overall, this journal is an indispensable tool for staying informed and connected within the dynamic realm of epidemiology.
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