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基于 16S rDNA 测序和代谢组学的联合分析寻找药物性肝损伤的生物标志物。

Combined analysis of 16S rDNA sequencing and metabolomics to find biomarkers of drug-induced liver injury.

机构信息

Department of Gastroenterology, The Second Affiliated Hospital of Xi'an Jiaotong, University, Xi'an, Shaanxi, China.

出版信息

Sci Rep. 2023 Sep 13;13(1):15138. doi: 10.1038/s41598-023-42312-w.

Abstract

Drug induced liver injury (DILI) is a kind of liver dysfunction which caused by drugs, and gut microbiota could affect liver injury. However, the relationship between gut microbiota and its metabolites in DILI patients is not clear. The total gut microbiota DNA was extracted from 28 DILI patient and 28 healthy control volunteers (HC) and 16S rDNA gene were amplified. Next, differentially metabolites were screened. Finally, the correlations between the diagnostic strains and differentially metabolites were studied.The richness and uniformity of the bacterial communities decreased in DILI patients, and the structure of gut microbiota changed obviously. Enterococcus and Veillonella which belong to Firmicutes increased in DILI, and Blautia and Ralstonia which belong to Firmicutes, Dialister which belongs to Proteobacteria increased in HC. In addition, these diagnostic OTUs of DILI were associated with the DILI damage mechanism. On the other hands, there were 66 differentially metabolites between DILI and HC samples, and these metabolites were mainly enriched in pyrimidine metabolism and steroid hormone biosynthesis pathways. Furthermore, the collinear network map of the key microbiota-metabolites were constructed and the results indicated that Cortodoxone, Prostaglandin I1, Bioyclo Prostaglandin E2 and Anacardic acid were positively correlated with Blautia and Ralstonia, and negatively correlated with Veillonella.This study analyzed the changes of DILI from the perspective of gut microbiota and metabolites. Key strains and differentially metabolites of DILI were screened and the correlations between them were studied. This study further illustrated the mechanism of DILI.

摘要

药物性肝损伤(DILI)是一种由药物引起的肝功能障碍,肠道微生物群可能会影响肝损伤。然而,DILI 患者肠道微生物群及其代谢物之间的关系尚不清楚。从 28 名 DILI 患者和 28 名健康对照志愿者(HC)中提取了总肠道微生物 DNA,并扩增了 16S rDNA 基因。接下来,筛选差异代谢物。最后,研究了诊断菌株与差异代谢物之间的相关性。DILI 患者的细菌群落丰富度和均匀度降低,肠道微生物群结构明显改变。肠球菌和韦荣球菌(Firmicutes)属在 DILI 中增加,而 Blautia 和 Ralstonia(Firmicutes)属、属 Proteobacteria 的 Dialister 在 HC 中增加。此外,这些 DILI 的诊断 OTU 与 DILI 损伤机制有关。另一方面,DILI 和 HC 样本之间有 66 种差异代谢物,这些代谢物主要富集在嘧啶代谢和甾体激素生物合成途径中。此外,构建了关键微生物群-代谢物的共线性网络图,结果表明,Cortodoxone、前列腺素 I1、生物环前列腺素 E2 和 Anacardic acid 与 Blautia 和 Ralstonia 呈正相关,与 Veillonella 呈负相关。本研究从肠道微生物群和代谢物的角度分析了 DILI 的变化。筛选出 DILI 的关键菌株和差异代谢物,并研究了它们之间的相关性。本研究进一步说明了 DILI 的机制。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f0e6/10499917/0c149b566924/41598_2023_42312_Fig1_HTML.jpg

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