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整合16S核糖体DNA基因测序和非靶向代谢组学分析以研究湿热型腹泻犊牛的肠道微生物组成和血浆代谢表型

Integrated 16S rDNA Gene Sequencing and Untargeted Metabolomics Analyses to Investigate the Gut Microbial Composition and Plasma Metabolic Phenotype in Calves With Dampness-Heat Diarrhea.

作者信息

Yan Zunxiang, Zhang Kang, Zhang Kai, Wang Guibo, Wang Lei, Zhang Jingyan, Qiu Zhengying, Guo Zhiting, Song Xiaoping, Li Jianxi

机构信息

Engineering and Technology Research Center of Traditional Chinese Veterinary Medicine of Gansu Province, Lanzhou Institute of Husbandry and Pharmaceutical Sciences, Chinese Academy of Agricultural Sciences (CAAS), Lanzhou, China.

College of Veterinary Medicine, Northwest A&F University, Yangling, China.

出版信息

Front Vet Sci. 2022 Feb 15;9:703051. doi: 10.3389/fvets.2022.703051. eCollection 2022.

Abstract

Dampness-heat diarrhea (DHD), a common syndrome in Chinese dairy farms, is mainly resulted from digestive system disorders, and accompanied with metabolic disorders in some cases. However, the underlying mechanisms in the intestinal microbiome and plasma metabolome in calves with DHD remain unclear. In order to investigate the pathogenesis of DHD in calves, multi-omics techniques including the 16S rDNA gene sequencing and metabolomics were used to analyze gut microbial compositions and plasma metabolic changes in calves. The results indicated that DHD had a significant effect on the intestinal microbial compositions in calves, which was confirmed by changes in microbial population and distribution. A total of 14 genera were changed, including , and , in calves with DHD ( < 0.05). Functional analysis based on the Kyoto Encyclopedia of Genes and Genomes (KEGG) annotations indicated that 11 metabolic functions (level 2) were significantly enriched in DHD cases. The untargeted metabolomics analysis showed that 440 metabolites including bilineurin, phosphatidylcholine, and glutamate were significantly different between two groups (VIP > 1 and < 0.05), and they were related to 67 signal pathways. Eight signal pathways including alpha-linolenic acid, linoleic acid, and glycerophospholipid metabolism were significantly enriched ( < 0.05), which may be potential biomarkers of plasma in calves with DHD. Further, 107 pairs of intestinal microbiota-plasma metabolite correlations were determined, e.g., was significantly associated with changes of sulfamethazine, butyrylcarnitine, and 14 other metabolites, which reflected that metabolic activity was influenced by the microbiome. These microbiota-metabolite pairs might have a relationship with DHD in calves. In conclusion, the findings revealed that DHD had effect on intestinal microbial compositions and plasma metabolome in calves, and the altered metabolic pathways and microorganisms might serve as diagnostic markers and potential therapeutic targets for DHD in calves.

摘要

湿热型腹泻(DHD)是中国奶牛场常见的一种综合征,主要由消化系统紊乱引起,某些情况下还伴有代谢紊乱。然而,DHD犊牛肠道微生物群和血浆代谢组的潜在机制仍不清楚。为了研究犊牛DHD的发病机制,采用包括16S rDNA基因测序和代谢组学在内的多组学技术分析犊牛肠道微生物组成和血浆代谢变化。结果表明,DHD对犊牛肠道微生物组成有显著影响,这通过微生物种群和分布的变化得到证实。DHD犊牛共有14个属发生了变化,包括 、 和 (<0.05)。基于京都基因与基因组百科全书(KEGG)注释的功能分析表明,11种代谢功能(二级)在DHD病例中显著富集。非靶向代谢组学分析表明,两组之间包括胆红素、磷脂酰胆碱和谷氨酸在内的440种代谢物存在显著差异(VIP>1且<0.05),它们与67条信号通路相关。包括α-亚麻酸、亚油酸和甘油磷脂代谢在内的8条信号通路显著富集(<0.05),这可能是DHD犊牛血浆的潜在生物标志物。此外,还确定了107对肠道微生物群-血浆代谢物相关性,例如 与磺胺二甲嘧啶、丁酰肉碱和其他14种代谢物的变化显著相关,这反映了代谢活性受微生物群的影响。这些微生物群-代谢物对可能与犊牛DHD有关。总之,研究结果表明,DHD对犊牛肠道微生物组成和血浆代谢组有影响,代谢途径和微生物的改变可能作为犊牛DHD的诊断标志物和潜在治疗靶点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5481/8885629/03553c986820/fvets-09-703051-g0001.jpg

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