Zhou Zixi, Zheng Zheng, Xiong Xiaojing, Chen Xu, Peng Jingying, Yao Hao, Pu Jiaxin, Chen Qingwei, Zheng Minming
The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China.
Front Cell Dev Biol. 2021 Oct 15;9:732204. doi: 10.3389/fcell.2021.732204. eCollection 2021.
Recent evidence suggests there is a link between metabolic diseases and gut microbiota. To investigate the gut microbiota composition and fecal metabolic phenotype in diabetic retinopathy (DR) patients. DNA was extracted from 50 fecal samples (21 individuals with type 2 diabetes mellitus-associated retinopathy (DR), 14 with type 2 diabetes mellitus but without retinopathy (DM) and 15 sex- and age-matched healthy controls) and then sequenced by high-throughput 16S rDNA analysis. Liquid chromatography mass spectrometry (LC-MS)-based metabolomics was simultaneously performed on the samples. A significant difference in the gut microbiota composition was observed between the DR and healthy groups and between the DR and DM groups. At the genus level, , , and were enriched in DR patients compared to healthy individuals, while was depleted. Compared to those in the DM patient group, five genera, including , were enriched, and , , and were depleted in DR patients. Fecal metabolites in DR patients significantly differed from those in the healthy population and DM patients. The levels of carnosine, succinate, nicotinic acid and niacinamide were significantly lower in DR patients than in healthy controls. Compared to those in DM patients, nine metabolites were enriched, and six were depleted in DR patients. KEGG annotation revealed 17 pathways with differentially abundant metabolites between DR patients and healthy controls, and only two pathways with differentially abundant metabolites were identified between DR and DM patients, namely, the arginine-proline and α-linolenic acid metabolic pathways. In a correlation analysis, armillaramide was found to be negatively associated with and and positively associated with . Traumatic acid was negatively correlated with . Our study identified differential gut microbiota compositions and characteristic fecal metabolic phenotypes in DR patients compared with those in the healthy population and DM patients. Additionally, the gut microbiota composition and fecal metabolic phenotype were relevant. We speculated that the gut microbiota in DR patients may cause alterations in fecal metabolites, which may contribute to disease progression, providing a new direction for understanding DR.
近期证据表明,代谢性疾病与肠道微生物群之间存在联系。为了研究糖尿病视网膜病变(DR)患者的肠道微生物群组成和粪便代谢表型。从50份粪便样本中提取DNA(21例患有2型糖尿病相关性视网膜病变(DR)的个体、14例患有2型糖尿病但无视网膜病变(DM)的个体以及15例性别和年龄匹配的健康对照),然后通过高通量16S rDNA分析进行测序。同时对样本进行基于液相色谱-质谱联用(LC-MS)的代谢组学分析。在DR组与健康组之间以及DR组与DM组之间观察到肠道微生物群组成存在显著差异。在属水平上,与健康个体相比,DR患者中 、 、 和 富集,而 减少。与DM患者组相比,DR患者中有5个属富集,包括 ,而 、 、 和 减少。DR患者的粪便代谢产物与健康人群和DM患者的显著不同。DR患者中肌肽、琥珀酸、烟酸和烟酰胺的水平显著低于健康对照。与DM患者相比,DR患者中有9种代谢产物富集,6种减少。KEGG注释显示,DR患者与健康对照之间有17条代谢产物丰度有差异的途径,而DR与DM患者之间仅鉴定出2条代谢产物丰度有差异的途径,即精氨酸-脯氨酸和α-亚麻酸代谢途径。在相关性分析中,发现armillaramide与 和 呈负相关,与 呈正相关。创伤酸与 呈负相关。我们的研究确定了DR患者与健康人群和DM患者相比,肠道微生物群组成不同以及具有特征性的粪便代谢表型。此外,肠道微生物群组成与粪便代谢表型相关。我们推测DR患者的肠道微生物群可能导致粪便代谢产物发生改变,这可能有助于疾病进展,为理解DR提供了新方向。