Chair of Epidemiology at UNIKA-T Augsburg, Ludwig-Maximilians-Universitat Munchen, Munchen, Germany
Independent Research Group Clinical Epidemiology, Helmholtz Zentrum München, German Research Center for Environmental Health, Neuherberg, Germany.
BMJ Open Diabetes Res Care. 2020 Dec;8(2). doi: 10.1136/bmjdrc-2020-001896.
Observational studies suggest that physical activity lowers and sedentary behavior increases the risk of type 2 diabetes. Despite of some supportive trial data for physical activity, it is largely unresolved whether these relations are causal or due to bias.
We investigated the associations between accelerometer-based physical activity and sedentary behavior with type 2 diabetes and several glycemic traits using two-sample Mendelian randomization analysis.
Single nucleotide polymorphisms (SNPs) associated at p<5×10 with accelerometer-based physical activity average accelerations, vigorous physical activity (fraction of accelerations >425 milligravities), and sedentary behavior (metabolic equivalent task ≤1.5) in a genome-wide analysis of the UK Biobank served as instrumental variables.
Type 2 diabetes, hemoglobin A1c (HbA1c), fasting glucose, homeostasis model assessment of beta-cell function (HOMA-B), and homeostasis model assessment of insulin resistance (HOMA-IR).
Physical activity and sedentary behavior were unrelated to type 2 diabetes, HbA1c, fasting glucose, HOMA-B, and HOMA-IR. The inverse variance weighted ORs per SD increment for the association between average accelerations and vigorous physical activity with type 2 diabetes were 1.00 (95% CI 0.94 to 1.07, p=0.948) and 0.83 (95% CI 0.56 to 1.23, p=0.357), respectively. These results were confirmed by sensitivity analyses using alternative MR-methods to test the robustness of our findings.
Based on these results, genetically predicted objectively measured average or vigorous physical activity and sedentary behavior is not associated with type 2 diabetes risk or with glycemic traits in the general population. Further research is required to deepen the understanding of the biological pathways of physical activity.
观察性研究表明,身体活动可降低 2 型糖尿病的风险,而久坐行为则会增加 2 型糖尿病的风险。尽管有一些支持身体活动的试验数据,但这些关系是因果关系还是由于偏倚所致,在很大程度上仍未得到解决。
我们使用两样本孟德尔随机化分析,研究基于加速度计的身体活动和久坐行为与 2 型糖尿病和几种血糖特征之间的关联。
在英国生物库的全基因组分析中,与基于加速度计的身体活动平均加速度(加速度>425 毫重力的剧烈身体活动的分数)和久坐行为(代谢当量任务≤1.5)相关的单核苷酸多态性(SNP)在全基因组分析中作为工具变量。
身体活动和久坐行为与 2 型糖尿病、糖化血红蛋白(HbA1c)、空腹血糖、β细胞功能的稳态模型评估(HOMA-B)和胰岛素抵抗的稳态模型评估(HOMA-IR)无关。
平均加速度和剧烈身体活动与 2 型糖尿病的关联每标准差增量的逆方差加权 OR 分别为 1.00(95%CI 0.94 至 1.07,p=0.948)和 0.83(95%CI 0.56 至 1.23,p=0.357)。使用替代 MR 方法进行的敏感性分析证实了这些结果,这些方法用于测试我们研究结果的稳健性。
基于这些结果,基于遗传预测的客观测量的平均或剧烈身体活动和久坐行为与 2 型糖尿病风险或普通人群的血糖特征无关。需要进一步研究以加深对身体活动生物学途径的理解。