Xuyu Xiang, Tianyin Wang, Peng Ding, Yi Zhu, Ke Cheng, Yingzi Ming
{"title":"肾脏移植后唾液微生物群多样性的揭示:来自基线外周血淋巴细胞亚群的见解。","authors":"Xuyu Xiang, Tianyin Wang, Peng Ding, Yi Zhu, Ke Cheng, Yingzi Ming","doi":"10.1080/20002297.2025.2490284","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Effective biomarkers are urgently needed to monitor immune suppression in kidney transplantation (KT) recipients. Our study identified a close association between the salivary microbiota and immunosuppressant concentrations. It is therefore hypothesized that the salivary microbiota may be linked to immune function.</p><p><strong>Materials and methods: </strong>We analyzed 108 saliva samples from 37 KT patients using 16S rRNA sequencing. Patients were clustered via K-means based on peripheral blood lymphocyte subset (PBLS) counts.</p><p><strong>Results: </strong>Cluster1 exhibited significantly higher CD4<sup>+</sup> T cells (<i>p</i> < 0.0001), CD8<sup>+</sup> T cells (<i>p</i> < 0.0001), and B cells (<i>p</i> = 0.0071) versus Cluster2, with marginally NK cells (<i>p</i> = 0.2319). Beta diversity indicated significant differences in microbial communities. LEfSe analysis identified 34 differential taxa at the genus level. A random forest model in a fivefold three-times repeated cross-validation, developed with differential taxa, discriminated patient groups well (AUC, 75.61% ± 14.54%), with Pseudopropionibacterium most contributing. Meanwhile, only Pseudopropionibacterium correlated with more than 2 PBLSs. Cluster2 was predicted to exhibit more primary and secondary bile acid synthesis, with differential expression of related enzymes.</p><p><strong>Conclusion: </strong>The absolute count of PBLSs is correlated with the composition of the salivary microbiota, with the strongest association observed between Pseudopropionibacterium and lymphocytes. Our study provides novel insights into immune monitoring post-KT.</p>","PeriodicalId":16598,"journal":{"name":"Journal of Oral Microbiology","volume":"17 1","pages":"2490284"},"PeriodicalIF":3.7000,"publicationDate":"2025-04-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11983535/pdf/","citationCount":"0","resultStr":"{\"title\":\"Unraveling salivary microbiota diversity following kidney transplantation: insights from baseline peripheral blood lymphocyte subsets.\",\"authors\":\"Xuyu Xiang, Tianyin Wang, Peng Ding, Yi Zhu, Ke Cheng, Yingzi Ming\",\"doi\":\"10.1080/20002297.2025.2490284\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Effective biomarkers are urgently needed to monitor immune suppression in kidney transplantation (KT) recipients. Our study identified a close association between the salivary microbiota and immunosuppressant concentrations. It is therefore hypothesized that the salivary microbiota may be linked to immune function.</p><p><strong>Materials and methods: </strong>We analyzed 108 saliva samples from 37 KT patients using 16S rRNA sequencing. Patients were clustered via K-means based on peripheral blood lymphocyte subset (PBLS) counts.</p><p><strong>Results: </strong>Cluster1 exhibited significantly higher CD4<sup>+</sup> T cells (<i>p</i> < 0.0001), CD8<sup>+</sup> T cells (<i>p</i> < 0.0001), and B cells (<i>p</i> = 0.0071) versus Cluster2, with marginally NK cells (<i>p</i> = 0.2319). Beta diversity indicated significant differences in microbial communities. LEfSe analysis identified 34 differential taxa at the genus level. A random forest model in a fivefold three-times repeated cross-validation, developed with differential taxa, discriminated patient groups well (AUC, 75.61% ± 14.54%), with Pseudopropionibacterium most contributing. Meanwhile, only Pseudopropionibacterium correlated with more than 2 PBLSs. Cluster2 was predicted to exhibit more primary and secondary bile acid synthesis, with differential expression of related enzymes.</p><p><strong>Conclusion: </strong>The absolute count of PBLSs is correlated with the composition of the salivary microbiota, with the strongest association observed between Pseudopropionibacterium and lymphocytes. Our study provides novel insights into immune monitoring post-KT.</p>\",\"PeriodicalId\":16598,\"journal\":{\"name\":\"Journal of Oral Microbiology\",\"volume\":\"17 1\",\"pages\":\"2490284\"},\"PeriodicalIF\":3.7000,\"publicationDate\":\"2025-04-08\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11983535/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Oral Microbiology\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1080/20002297.2025.2490284\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/1/1 0:00:00\",\"PubModel\":\"eCollection\",\"JCR\":\"Q2\",\"JCRName\":\"MICROBIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Oral Microbiology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1080/20002297.2025.2490284","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/1/1 0:00:00","PubModel":"eCollection","JCR":"Q2","JCRName":"MICROBIOLOGY","Score":null,"Total":0}
Unraveling salivary microbiota diversity following kidney transplantation: insights from baseline peripheral blood lymphocyte subsets.
Background: Effective biomarkers are urgently needed to monitor immune suppression in kidney transplantation (KT) recipients. Our study identified a close association between the salivary microbiota and immunosuppressant concentrations. It is therefore hypothesized that the salivary microbiota may be linked to immune function.
Materials and methods: We analyzed 108 saliva samples from 37 KT patients using 16S rRNA sequencing. Patients were clustered via K-means based on peripheral blood lymphocyte subset (PBLS) counts.
Results: Cluster1 exhibited significantly higher CD4+ T cells (p < 0.0001), CD8+ T cells (p < 0.0001), and B cells (p = 0.0071) versus Cluster2, with marginally NK cells (p = 0.2319). Beta diversity indicated significant differences in microbial communities. LEfSe analysis identified 34 differential taxa at the genus level. A random forest model in a fivefold three-times repeated cross-validation, developed with differential taxa, discriminated patient groups well (AUC, 75.61% ± 14.54%), with Pseudopropionibacterium most contributing. Meanwhile, only Pseudopropionibacterium correlated with more than 2 PBLSs. Cluster2 was predicted to exhibit more primary and secondary bile acid synthesis, with differential expression of related enzymes.
Conclusion: The absolute count of PBLSs is correlated with the composition of the salivary microbiota, with the strongest association observed between Pseudopropionibacterium and lymphocytes. Our study provides novel insights into immune monitoring post-KT.
期刊介绍:
As the first Open Access journal in its field, the Journal of Oral Microbiology aims to be an influential source of knowledge on the aetiological agents behind oral infectious diseases. The journal is an international forum for original research on all aspects of ''oral health''. Articles which seek to understand ''oral health'' through exploration of the pathogenesis, virulence, host-parasite interactions, and immunology of oral infections are of particular interest. However, the journal also welcomes work that addresses the global agenda of oral infectious diseases and articles that present new strategies for treatment and prevention or improvements to existing strategies.
Topics: ''oral health'', microbiome, genomics, host-pathogen interactions, oral infections, aetiologic agents, pathogenesis, molecular microbiology systemic diseases, ecology/environmental microbiology, treatment, diagnostics, epidemiology, basic oral microbiology, and taxonomy/systematics.
Article types: original articles, notes, review articles, mini-reviews and commentaries