Jiangsu Collaborative Innovation Center of Chinese Medicinal Resources Industrialization, Nanjing University of Chinese Medicine, Nanjing 210023, China; Jiangsu Key Laboratory for High Technology Research of TCM Formulae, Nanjing University of Chinese Medicine, Nanjing 210023, China.
Jiangsu Collaborative Innovation Center of Chinese Medicinal Resources Industrialization, Nanjing University of Chinese Medicine, Nanjing 210023, China; Jiangsu Key Laboratory for High Technology Research of TCM Formulae, Nanjing University of Chinese Medicine, Nanjing 210023, China.
J Pharm Biomed Anal. 2018 Feb 5;149:425-435. doi: 10.1016/j.jpba.2017.11.040. Epub 2017 Nov 15.
Chronic kidney disease (CKD) is a worldwide public health problem. Uremic retention solutes such as indoxyl sulfate (IS) and p-cresyl sulfate (PCS) are accumulated in CKD patients and are associated with the incidence of CKD progression. Amino acids are the major precursors of uremic retention solutes in gut. The dynamic change of amino acid metabolism in the gut during CKD progression has not been reported previously. In this paper, we studied the dynamic change of gut IS/PCS precursor and amino acid metabolism profile during CKD progression in 5/6 nephrectomized (5/6Nx) rats model. The related gut microbiota and metagenome profile was also studied. Rat plasma, urine and feces were collected at different time points after nephrectomization. Plasma IS and PCS, fecal indole (the precursor of IS), p-cresol (the precursor of PCS) and 19 kinds of amino acids were analyzed by LC-MS. During CKD progression, 5/6 Nx rats showed increased plasma IS, PCS concentration and increased fecal indole, p-cresol concentration. 5/6 Nx rats also showed disordered gut amino acids metabolism profile which became more significant along with the progession of CKD. The abundance of some specific gut bacteria also changed significantly in 5/6 Nx rats. The 16S rDNA sequencing data of gut microbiota was further analyzed by an online tool PICRUSt, a large-scale computational method for metagenomes prediction with 16S rDNA sequencing data. The content of each gene was compared between the two groups by Mann-Whitney U test, and then the significantly regulated genes in 5/6 Nx group were subjected to KEGG website. The amino acid metabolism related genes were picked out. Most of these genes are more abundant in 5/6 Nx groups. Our study showed that gut amino acids metabolism profile was disordered with CKD progression, which was highly related to the gut microbiota dysbiosis and metagenome change. And that regulation of gut amino acids metabolism pathway may be a possible way to intervene the progression of CKD.
慢性肾脏病(CKD)是一个全球性的公共卫生问题。尿毒症潴留溶质如吲哚硫酸酯(IS)和对甲酚硫酸酯(PCS)在 CKD 患者中积累,并与 CKD 进展的发生有关。氨基酸是肠道中尿毒症潴留溶质的主要前体。以前没有报道过 CKD 进展过程中肠道氨基酸代谢的动态变化。在本文中,我们研究了 5/6 肾切除(5/6Nx)大鼠模型中 CKD 进展过程中肠道 IS/PCS 前体和氨基酸代谢谱的动态变化。还研究了相关的肠道微生物群和宏基因组谱。在肾切除后不同时间点收集大鼠血浆、尿液和粪便。通过 LC-MS 分析血浆 IS 和 PCS、粪便吲哚(IS 的前体)、对甲酚(PCS 的前体)和 19 种氨基酸。在 CKD 进展过程中,5/6Nx 大鼠表现出血浆 IS、PCS 浓度升高,粪便吲哚、对甲酚浓度升高。5/6Nx 大鼠还表现出肠道氨基酸代谢谱紊乱,随着 CKD 的进展,这种紊乱变得更加明显。5/6Nx 大鼠中一些特定肠道细菌的丰度也发生了显著变化。通过在线工具 PICRUSt 进一步分析肠道微生物群的 16S rDNA 测序数据,这是一种基于 16S rDNA 测序数据预测宏基因组的大规模计算方法。通过 Mann-Whitney U 检验比较两组之间每个基因的含量,然后将 5/6Nx 组中显著调节的基因进行 KEGG 网站分析。挑选出与氨基酸代谢相关的基因。这些基因大多数在 5/6Nx 组中更为丰富。我们的研究表明,随着 CKD 的进展,肠道氨基酸代谢谱紊乱,这与肠道微生物群失调和宏基因组变化密切相关。调节肠道氨基酸代谢途径可能是干预 CKD 进展的一种可能途径。