Kang Meijuan, Liu Huan, Hui Jingni, Gou Yifan, Zhou Ruixue, Liu Ye, Liu Chen, Shi Panxing, Wang Bingyi, Wen Yan, Cheng Bolun, Jia Yumeng, Li Chao, Zhang Feng
Key Laboratory of Trace Elements and Endemic Diseases, National Health and Family Planning Commission, School of Public Health, Health Science Center, Xi'an Jiaotong University, Xi'an, China.
Department of Epidemiology and Health Statistics, School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an, China.
Commun Med (Lond). 2025 Jul 22;5(1):302. doi: 10.1038/s43856-025-01006-2.
Many studies have shown that metformin may benefit mental health, but its genetic relevance remains unclear. The balance between metformin's mental benefits and potential side effects has not been thoroughly explored. This highlights the need for a detailed evaluation of metformin's impact on personalized glucose-lowering strategies in type 2 diabetes mellitus (T2DM) patients.
We analyzed data from 11,379 patients with T2DM (mean age 60.16 ± 6.85 years; 68% male) from the UK Biobank to compare the risk of mental disorders between metformin users and non-users. Propensity score weighting (PSW) and multivariate Cox models were used to adjust for confounding factors. Genome-wide environmental interaction study (GWEIS) identified genes associated with metformin use and mental disorders. Time-to-benefit (TTB) for metformin-induced prevention of mental disorders was estimated using Weibull models and Monte Carlo simulations.
Among 11,379 participants, 1115 (9.96%) are diagnosed with depression and 896 (7.93%) with anxiety. Metformin use significantly reduces the risk of depression (PSW: 0.771, 95% CI: 0.649-0.916). GWEIS identifies multiple significant genes with interaction effects between metformin use and depression, such as KCNIP4 (P = 7.69 × 10) and BTG3 (P = 9.58 × 10). TTB results show that 1 case of depression is prevented per 1000 patients taking metformin for 8.270 months (Absolute Risk Reduction, ARR = 0.001).
This study reveals the potential protective effect of metformin against depression, identifying some new candidate genes that may influence this effect. Meanwhile, patients with a life expectancy of more than 8.270 years may derive mental health benefits from metformin treatment.
许多研究表明二甲双胍可能有益于心理健康,但其遗传相关性仍不清楚。二甲双胍的心理益处与潜在副作用之间的平衡尚未得到充分探索。这凸显了详细评估二甲双胍对2型糖尿病(T2DM)患者个性化降糖策略影响的必要性。
我们分析了英国生物银行中11379例T2DM患者(平均年龄60.16±6.85岁;68%为男性)的数据,以比较二甲双胍使用者和非使用者患精神障碍的风险。倾向评分加权(PSW)和多变量Cox模型用于调整混杂因素。全基因组环境相互作用研究(GWEIS)确定了与二甲双胍使用和精神障碍相关的基因。使用Weibull模型和蒙特卡罗模拟估计二甲双胍诱导预防精神障碍的获益时间(TTB)。
在11379名参与者中,1115人(9.96%)被诊断为抑郁症,896人(7.93%)被诊断为焦虑症。使用二甲双胍显著降低了患抑郁症的风险(PSW:0.771,95%CI:0.649 - 0.916)。GWEIS确定了多个在二甲双胍使用和抑郁症之间具有相互作用效应的重要基因,如KCNIP4(P = 7.69×10)和BTG3(P = 9.58×10)。TTB结果显示,每1000名服用二甲双胍8.270个月的患者可预防1例抑郁症(绝对风险降低,ARR = 0.001)。
本研究揭示了二甲双胍对抑郁症的潜在保护作用,确定了一些可能影响这种作用的新候选基因。同时,预期寿命超过8.270年的患者可能从二甲双胍治疗中获得心理健康益处。