Division of Biomedical Convergence, College of Biomedical Science, Institute of Bioscience & Biotechnology, Kangwon National University, Chuncheon, 24341, Republic of Korea.
Department of Molecular Bioscience, Kangwon National University, Chuncheon, 24341, Republic of Korea.
Sci Rep. 2024 Sep 14;14(1):21480. doi: 10.1038/s41598-024-72467-z.
Metformin is the most commonly prescribed medication for treating type 2 diabetes (T2D). It is known that metformin can alter the gut microbiome, which influences the effectiveness of metformin treatment. We posited that if the gut microbiome, a reservoir of the resistome, is altered, then the resistome should change as well. To test this hypothesis, we reanalyzed microbiome data generated by Wu et al. (Nat Med 23(7):850-858, 2017), identifying antibiotic resistance genes (ARGs) and bacterial species. Through read-based analysis, we observed that the abundance of ARGs indeed changed in many samples treated with metformin. Moreover, the altered pattern was sufficiently heterogeneous across individual samples to allow subcategorization. We also found a strong correlation between the abundance of multidrug-resistant ARGs (MDR-ARGs) and the presence of E. coli. The contig-based analysis led to the same conclusion: an increase in MDR-ARGs due to metformin was associated with an increase in E. coli. In relation to this, we were able to confirm that the majority of MDR-ARGs are likely to originate from E. coli. These results suggest that metformin may have the potential side effect of increasing E. coli carrying ARGs, particularly MDR-ARGs, which could be a concern in T2D therapy that relies on metformin.
二甲双胍是治疗 2 型糖尿病(T2D)最常用的药物。已知二甲双胍可以改变肠道微生物群,而肠道微生物群会影响二甲双胍治疗的效果。我们假设,如果肠道微生物群,即抗药基因库发生改变,那么抗药基因库也应该随之改变。为了验证这一假设,我们重新分析了 Wu 等人发表在《自然医学》(Nat Med 23(7):850-858, 2017)上的微生物组数据,鉴定了抗生素耐药基因(ARGs)和细菌种类。通过基于读取的分析,我们观察到在许多接受二甲双胍治疗的样本中,ARGs 的丰度确实发生了变化。此外,这种变化模式在个体样本之间足够多样化,足以进行细分。我们还发现,多药耐药 ARGs(MDR-ARGs)的丰度与大肠杆菌的存在之间存在很强的相关性。基于连续体的分析也得出了同样的结论:由于二甲双胍的存在,MDR-ARGs 的丰度增加与大肠杆菌的增加有关。关于这一点,我们能够证实,大多数 MDR-ARGs 很可能来自大肠杆菌。这些结果表明,二甲双胍可能有增加携带 ARGs 的大肠杆菌的潜在副作用,特别是 MDR-ARGs,这可能是依赖二甲双胍治疗 T2D 的一个问题。