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不同海拔地区汉族人群口腔唾液微生物群和代谢物的比较分析。

Comparative analysis of oral saliva microbiomes and metabolites in Han population at different altitudes.

作者信息

Li Junping, Suonan Lamu, Lin Jiangsong, Zhaxi Jiangcuo, Gong Ming, Li Jian, Langjie Dawa, Zhu Lulu, Shique Qiangjiu, Chen Cheng

机构信息

Key laboratory of Shaanxi Province for Craniofacial Precision Medicine Research, College of Stomatology, Xi'an Jiaotong University, Xi'an, China.

Department of Emergency, College of Stomatology, Xi'an Jiaotong University, Xi'an, China.

出版信息

Front Microbiol. 2024 Nov 13;15:1468365. doi: 10.3389/fmicb.2024.1468365. eCollection 2024.

Abstract

OBJECTIVE

This study investigated the differences in oral saliva microbiota composition and metabolic products among Han Chinese populations living at different altitudes, as well as their correlations.

METHOD

The analysis was conducted using the 16S rRNA gene sequencing method and untargeted metabolomics.

RESULTS

16S gene sequencing results showed significant differences in bacterial diversity and composition between HH (High altitude Han) group and LH (Low altitude Han) group. LEfSe analysis showed that Selenomonas, Leptotrichia, Veillonella, Prevotella relatively abundant are higher in HH group, Haemophilus, Neisseria, Actinobacillus, Aggregatibacter are higher in LH group (<0.05). Furthermore, as depicted in the phylogenetic tree, there are differences observed between the two groups at all taxonomic levels: 4 phyla, 6 classes, 6 orders, 9 families, 9 genera and 8 species (<0.05). After conducting PICRUSt functional prediction analysis, we identified 11 significantly different KEGG categories (level 2) between the two groups. These categories primarily encompass energy metabolism, amino acid metabolism, and carbohydrate metabolism. Furthermore, non-targeted metabolomics analysis revealed a total of 997 distinct metabolites in the two groups. These differentiated metabolites can be classified into 13 Class I categories including amino acids and their metabolites, benzene and its derivatives, organic acids and their derivatives, heterocyclic compounds, aldehydes, ketones and esters, nucleotides and their metabolites among others. Additionally, fatty acyl compounds, alcohols and amines as well as glycerophospholipids are present along with carbohydrates and other physiologically active components such as hormones. Finally, Pearson correlation analysis of the top 20 differential metabolites with microorganisms demonstrated an interaction between them; however further experimental verification is required to elucidate the specific mechanism of action.

CONCLUSION

Therefore, this study revealed the effect of altitude on oral saliva microbes and metabolites, as well as their correlations.

摘要

目的

本研究调查了生活在不同海拔高度的汉族人群口腔唾液微生物群组成和代谢产物的差异及其相关性。

方法

采用16S rRNA基因测序方法和非靶向代谢组学进行分析。

结果

16S基因测序结果显示,高海拔汉族(HH)组和低海拔汉族(LH)组之间的细菌多样性和组成存在显著差异。LEfSe分析表明,HH组中相对丰度较高的是纤细螺旋体菌、纤毛菌属、韦荣球菌属、普雷沃菌属,LH组中嗜血杆菌属、奈瑟菌属、放线杆菌属、聚集杆菌属较高(<0.05)。此外,如系统发育树所示,两组在所有分类水平上均存在差异:4个门、6个纲、6个目、9个科、9个属和8个种(<0.05)。进行PICRUSt功能预测分析后,我们确定两组之间有11个显著不同的KEGG类别(二级)。这些类别主要包括能量代谢、氨基酸代谢和碳水化合物代谢。此外,非靶向代谢组学分析显示两组共有997种不同的代谢物。这些差异代谢物可分为13个一级类别,包括氨基酸及其代谢物、苯及其衍生物、有机酸及其衍生物、杂环化合物、醛、酮和酯、核苷酸及其代谢物等。此外,脂肪酰化合物、醇和胺以及甘油磷脂与碳水化合物和其他生理活性成分如激素一起存在。最后,对前20种差异代谢物与微生物进行Pearson相关性分析,结果表明它们之间存在相互作用;然而,需要进一步的实验验证来阐明具体的作用机制。

结论

因此,本研究揭示了海拔高度对口腔唾液微生物和代谢物的影响及其相关性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9032/11610449/78cef2fa5552/fmicb-15-1468365-g001.jpg

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