Department of Family Medicine and Community Health, Duke University School of Medicine.
Department of Community Medicine, Chiba Medical Center, Teikyo University School of Medicine.
Tohoku J Exp Med. 2020 Jul;251(3):183-191. doi: 10.1620/tjem.251.183.
Prior studies have shown an association between the incidence of diabetes with liver enzymes, such as alanine transaminase (ALT). Liver fibrosis scores, such as the Fibrosis-4 index which indicates chronic liver damage, were also associated with diabetes development. However, no literature compared predictive accuracy between ALT and Fibrosis-4 index. Thus, we aimed to determine it, and to assess its association using inverse probability of treatment weighting. This was a non-concurrent prospective cohort study of 9,748 subjects without diabetes receiving Yuport Health Checkup in Japan between 1998 and 2006. ALT was categorized into three groups: the highest ALT group (men ≥ 30 U/L and women ≥ 20 U/L), the middle (men ≥ 20 and < 30 U/L, and women ≥ 14 and < 20 U/L), and the lowest (men < 20 U/L and women < 14 U/L). The primary outcome was the new onset of diabetes. The area under the receiver operating characteristic curves (AUC) of ALT for predicting the diabetes development was higher than that of any other markers of liver damage. The AUC for ALT was 0.71, while that for the Fibrosis-4 index was 0.51 (p < 0.001 for the difference between the AUCs). The highest and middle ALT groups had a significantly higher incidence of diabetes than the lowest group: adjusted relative risk 1.79 [95% confidence interval (CI): 1.29, 2.58], and 1.64 [95% CI: 1.17, 2.38] respectively. Of the various indicators of liver function, ALT is likely to be the most accurate and associated predictor of diabetes development.
先前的研究表明,丙氨酸氨基转移酶(ALT)等肝功能酶与糖尿病的发病率之间存在关联。纤维化 4 指数等肝纤维化评分也与糖尿病的发生有关,它反映了慢性肝损伤。然而,目前尚无文献比较 ALT 和 Fibrosis-4 指数在预测糖尿病方面的准确性。因此,我们旨在确定这一点,并使用逆概率治疗加权法评估其相关性。这是一项在日本于 1998 年至 2006 年间接受Yuport 健康检查的 9748 例无糖尿病的非同期前瞻性队列研究。将 ALT 分为三组:最高 ALT 组(男性≥30U/L,女性≥20U/L)、中值(男性≥20 且<30U/L,女性≥14 且<20U/L)和最低(男性<20U/L,女性<14U/L)。主要结局是新发糖尿病。ALT 预测糖尿病发生的受试者工作特征曲线下面积(AUC)高于其他任何肝损伤标志物。ALT 的 AUC 为 0.71,而 Fibrosis-4 指数的 AUC 为 0.51(AUC 之间的差异具有统计学意义,p<0.001)。最高和中值 ALT 组的糖尿病发病率明显高于最低组:校正后的相对风险分别为 1.79(95%置信区间[CI]:1.29,2.58)和 1.64(95%CI:1.17,2.38)。在各种肝功能指标中,ALT 可能是最准确和相关的糖尿病发生预测指标。