Ye Panpan, Zhang Xueyou, Xu Yufeng, Xu Jia, Song Xiaoxiao, Yao Ke
Eye Center, Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China.
Eye Hospital, Zhejiang University, Hangzhou, China.
Front Microbiol. 2021 Sep 8;12:667632. doi: 10.3389/fmicb.2021.667632. eCollection 2021.
Diabetic retinopathy (DR) has been reported to associate with gut microbiota alterations in murine models and thus "gut-retina-axis" has been proposed. However, the role of gut microbiome and the associated metabolism in DR patients still need to be elucidated. In this study, we collected fecal samples from 45 patients with proliferative diabetic retinopathy (PDR) and 90 matched diabetic patients (1:2 according to age, sex, and duration of diabetes) without DR (NDR) and performed 16S rRNA gene sequencing and untargeted metabolomics. We observed significantly lower bacterial diversity in the PDR group than that in the NDR group. Differential gut bacterial composition was also found, with significant depletion of 22 families (e.g., , , and ) and enrichment of two families ( and ) in the PDR group as compared with the NDR group. There were significantly different fecal metabolic features, which were enriched in metabolic pathways such as arachidonic acid and microbial metabolism, between the two groups. Among 36 coabundance metabolite clusters, 11 were positively/negatively contributed to PDR using logistic regression analysis. Fifteen gut microbial families were significantly correlated with the 11 metabolite clusters. Furthermore, a fecal metabolite-based classifier was constructed to distinguish PDR patients from NDR patients accurately. In conclusion, PDR is associated with reduced diversity and altered composition of gut microbiota and specific microbe-metabolite interplay. Our findings help to better understand the disease pathogenesis and provide novel diagnostic and therapeutic targets for PDR.
据报道,在小鼠模型中,糖尿病视网膜病变(DR)与肠道微生物群改变有关,因此有人提出了“肠-视网膜轴”的概念。然而,肠道微生物组及其相关代谢在糖尿病视网膜病变患者中的作用仍有待阐明。在本研究中,我们收集了45例增殖性糖尿病视网膜病变(PDR)患者和90例匹配的无糖尿病视网膜病变(NDR)的糖尿病患者(根据年龄、性别和糖尿病病程按1:2匹配)的粪便样本,并进行了16S rRNA基因测序和非靶向代谢组学分析。我们观察到PDR组的细菌多样性显著低于NDR组。还发现了肠道细菌组成的差异,与NDR组相比,PDR组有22个菌科(如 、 和 )显著减少,两个菌科( 和 )富集。两组之间存在显著不同的粪便代谢特征,这些特征在花生四烯酸和微生物代谢等代谢途径中富集。在36个共丰度代谢物簇中,使用逻辑回归分析发现11个对PDR有正向/负向作用。15个肠道微生物菌科与11个代谢物簇显著相关。此外,构建了一种基于粪便代谢物的分类器,以准确区分PDR患者和NDR患者。总之,PDR与肠道微生物群多样性降低、组成改变以及特定的微生物-代谢物相互作用有关。我们的研究结果有助于更好地理解疾病发病机制,并为PDR提供新的诊断和治疗靶点。