School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China.
Department of Paediatrics, Faculty of Medicine, the Chinese University of Hong Kong, Hong Kong SAR, China.
PLoS One. 2020 Feb 11;15(2):e0228737. doi: 10.1371/journal.pone.0228737. eCollection 2020.
Higher alanine transaminase (ALT), indicating poor liver function, is positively associated with diabetes but inversely associated with body mass index (BMI) in Mendelian randomization (MR) studies, suggesting liver function affects muscle mass. To clarify, we assessed the associations of liver enzymes with muscle and fat mass observationally with two-sample MR as a validation.
In the population-representative "Children of 1997" birth cohort (n = 3,455), we used multivariable linear regression to assess the adjusted associations of ALT and alkaline phosphatase (ALP) at ~17.5 years with muscle mass and body fat percentage observationally. Genetic variants predicting ALT, ALP and gamma glutamyltransferase (GGT) were applied to fat-free and fat mass in the UK Biobank (n = ~331,000) to obtain unconfounded MR estimates.
Observationally, ALT was positively associated with muscle mass (0.11 kg per IU/L, 95% confidence interval (CI) 0.10 to 0.12) and fat percentage (0.15% per IU/L, 95% CI 0.13 to 0.17). ALP was inversely associated with muscle mass (-0.03 kg per IU/L, 95% CI -0.04 to -0.02) and fat percentage (-0.02% per IU/L, 95% CI -0.03 to -0.01). Using MR, ALT was inversely associated with fat-free mass (-0.41 kg per 100% in concentration, 95% CI -0.64 to -0.19) and fat mass (-0.58 kg per 100% in concentration, 95% CI -0.85 to -0.30). ALP and GGT were unclearly associated with fat-free mass or fat mass.
ALT reducing fat-free mass provides a possible pathway for the positive association of ALT with diabetes and suggests a potential target of intervention.
在孟德尔随机化(MR)研究中,较高的丙氨酸转氨酶(ALT)表明肝功能不佳,与糖尿病呈正相关,与体重指数(BMI)呈负相关,提示肝功能影响肌肉量。为了阐明这一点,我们使用两样本 MR 进行了观察性评估,以验证肝酶与肌肉和脂肪质量的关联。
在具有代表性的“1997 年儿童”出生队列(n=3455)中,我们使用多变量线性回归来评估 17.5 岁左右 ALT 和碱性磷酸酶(ALP)与肌肉质量和体脂百分比的调整后关联。预测 ALT、ALP 和谷氨酰转肽酶(GGT)的遗传变异被应用于英国生物库中的无脂肪和脂肪质量(n=~331000),以获得无偏 MR 估计值。
观察性研究表明,ALT 与肌肉质量呈正相关(每 IU/L 增加 0.11 公斤,95%置信区间(CI)为 0.10 至 0.12),与脂肪百分比呈正相关(每 IU/L 增加 0.15%,95%CI 为 0.13 至 0.17)。ALP 与肌肉质量呈负相关(每 IU/L 减少 0.03 公斤,95%CI 为 0.04 至 0.02),与脂肪百分比呈负相关(每 IU/L 减少 0.02%,95%CI 为 0.03 至 0.01)。使用 MR,ALT 与无脂肪质量呈负相关(浓度每增加 100%减少 0.41 公斤,95%CI 为 -0.64 至 -0.19),与脂肪质量呈负相关(浓度每增加 100%减少 0.58 公斤,95%CI 为 -0.85 至 -0.30)。ALP 和 GGT 与无脂肪质量或脂肪质量的关联不明确。
ALT 降低无脂肪质量为 ALT 与糖尿病呈正相关提供了一个可能的途径,并提示了一个潜在的干预靶点。