Abdalla Moustafa, Jones Daniel B
Harvard Medical School, Harvard University, Boston, Massachusetts, USA.
Computational Statistics and Machine Learning Group, Department of Statistics, University of Oxford, Oxford, UK.
Obesity (Silver Spring). 2021 Mar;29(3):610-615. doi: 10.1002/oby.23097. Epub 2021 Feb 2.
Laparoscopic Roux-en-Y gastric bypass (RYGB) modulates the low-grade inflammatory state associated with severe obesity. This study sought to investigate whether weight loss is causally implicated with changes in serum levels of inflammatory molecules.
Using the largest genome-wide association study (n = 1,020 individuals), this study curated five genetic variants associated with weight loss following RYGB. Phenome-wide association studies (PheWAS) were performed to identify other phenotypes associated with these variants. Subsequently, two-sample Mendelian randomization was used to study the causal effects of weight loss on the serum levels of 382 inflammatory proteins (measured in 3,033 individuals). This is the first systematic quasi-experimental investigation of weight loss following RYGB and serum markers of inflammation.
The PheWAS analysis revealed that four of the five variants are associated with phenotypes relating to metabolism and inflammation, including insulin response and levels of C-reactive protein. Two-sample Mendelian randomization of the 382 serum inflammatory markers revealed that weight loss following RYGB increases serum levels of interleukin 22 (IL-22) (beta = 0.021, P < 10 ; 95% CI: 0.010-0.031). Sensitivity analyses further supported the results and the causal direction.
Weight loss following RYGB may cause an increase in IL-22 serum levels, suggesting that weight loss directly contributes to immune modulation following bypass. These results demonstrate the utility of genetic studies to disentangling molecular cause and effect following bariatric surgery.
腹腔镜Roux-en-Y胃旁路术(RYGB)可调节与严重肥胖相关的低度炎症状态。本研究旨在调查体重减轻是否与炎症分子血清水平的变化存在因果关系。
利用最大规模的全基因组关联研究(n = 1020例个体),本研究筛选出5个与RYGB术后体重减轻相关的基因变异。进行全表型关联研究(PheWAS)以识别与这些变异相关的其他表型。随后,采用两样本孟德尔随机化方法研究体重减轻对382种炎症蛋白血清水平的因果效应(在3033例个体中进行测量)。这是对RYGB术后体重减轻及炎症血清标志物的首次系统性准实验研究。
PheWAS分析显示,5个变异中的4个与代谢和炎症相关表型有关,包括胰岛素反应和C反应蛋白水平。对382种血清炎症标志物进行两样本孟德尔随机化分析发现,RYGB术后体重减轻会使白细胞介素22(IL-22)的血清水平升高(β = 0.021,P < 10⁻⁴;95%置信区间:0.010 - 0.031)。敏感性分析进一步支持了该结果及因果方向。
RYGB术后体重减轻可能导致IL-22血清水平升高,提示体重减轻直接有助于旁路术后的免疫调节。这些结果证明了基因研究在阐明减肥手术后分子因果关系方面的效用。