Institute and Department of Endocrinology and Metabolism, Shanghai Ninth People's Hospital, Shanghai JiaoTong University School of Medicine, Shanghai, China.
Front Endocrinol (Lausanne). 2023 May 8;14:1156381. doi: 10.3389/fendo.2023.1156381. eCollection 2023.
Nonalcoholic fatty liver disease (NAFLD) and type 2 diabetes mellitus (T2DM) are both chronic multisystem diseases that cause tremendous health burdens worldwide. Previous epidemiological studies have found a bidirectional relationship between these two diseases; however, their causality remains largely unknown. We aim to examine the causal relationship between NAFLD and T2DM.
The observational analysis included 2,099 participants from the SPECT-China study and 502,414 participants from the UK Biobank. Logistic regression and Cox regression models were used to examine the bidirectional association between NAFLD and T2DM. Two-sample Mendelian randomization (MR) analyses were conducted to investigate the causal effects of the two diseases using summary statistics of genome-wide association studies from the UK Biobank for T2DM and the FinnGen study for NAFLD.
During the follow-up, 129 T2DM cases and 263 NAFLD cases were observed in the SPECT-China study, and 30,274 T2DM cases and 4,896 NAFLD cases occurred in the UK Biobank cohort. Baseline NAFLD was associated with an increased risk of incident T2DM in both studies (SPECT-China: OR: 1.74 (95% confidence interval (CI): 1.12-2.70); UK Biobank: HR: 2.16 (95% CI: 1.82-2.56)), while baseline T2DM was associated with incident NAFLD in the UK Biobank study only (HR: 1.58). Bidirectional MR analysis showed that genetically determined NAFLD was significantly associated with an increased risk of T2DM (OR: 1.003 (95% CI: 1.002-1.004, 0.001)); however, there was no evidence of an association between genetically determined T2DM and NAFLD (OR: 28.1 (95% CI: 0.7-1,143.0)).
Our study suggested the causal effect of NAFLD on T2DM development. The lack of a causal association between T2DM and NAFLD warrants further verification.
非酒精性脂肪性肝病(NAFLD)和 2 型糖尿病(T2DM)均为慢性多系统疾病,在全球范围内造成了巨大的健康负担。既往的流行病学研究发现,这两种疾病之间存在双向关系,但两者之间的因果关系仍知之甚少。我们旨在探讨 NAFLD 和 T2DM 之间的因果关系。
本观察性分析纳入了 SPECT-China 研究中的 2099 名参与者和 UK Biobank 中的 502414 名参与者。使用 logistic 回归和 Cox 回归模型来检验 NAFLD 和 T2DM 之间的双向关联。采用两样本 Mendelian 随机化(MR)分析,使用 UK Biobank 中 T2DM 的全基因组关联研究汇总统计数据和 FinnGen 研究中 NAFLD 的汇总统计数据,来探究这两种疾病的因果效应。
在随访期间,SPECT-China 研究中观察到 129 例 T2DM 病例和 263 例 NAFLD 病例,UK Biobank 队列中发生 30274 例 T2DM 病例和 4896 例 NAFLD 病例。基线时存在 NAFLD 与两项研究中 T2DM 的发生风险增加相关(SPECT-China:OR:1.74(95%CI:1.12-2.70);UK Biobank:HR:2.16(95%CI:1.82-2.56)),而基线 T2DM 仅与 UK Biobank 研究中的 NAFLD 发病相关(HR:1.58)。双向 MR 分析表明,遗传决定的 NAFLD 与 T2DM 的发病风险增加显著相关(OR:1.003(95%CI:1.002-1.004,0.001));然而,遗传决定的 T2DM 与 NAFLD 之间无关联(OR:28.1(95%CI:0.7-1143.0))。
本研究提示 NAFLD 对 T2DM 发展具有因果效应。T2DM 和 NAFLD 之间缺乏因果关联尚需进一步验证。