Association between salivary microbiota and tacrolimus pharmacokinetic variability in kidney transplant

IF 4.3 3区 材料科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
Xuyu Xiang , Yi Zhu , Tianyin Wang , Peng Ding , Ke Cheng , Yingzi Ming
{"title":"Association between salivary microbiota and tacrolimus pharmacokinetic variability in kidney transplant","authors":"Xuyu Xiang ,&nbsp;Yi Zhu ,&nbsp;Tianyin Wang ,&nbsp;Peng Ding ,&nbsp;Ke Cheng ,&nbsp;Yingzi Ming","doi":"10.1016/j.ygeno.2024.110952","DOIUrl":null,"url":null,"abstract":"<div><div>Kidney transplantation (KT) serves as a highly effective treatment for end-stage renal disease (ESRD). Nonetheless, the administration of tacrolimus, a commonly used immunosuppressant in KT, faces challenges due to the lack of dependable biomarkers for its efficacy and the considerable variability in tacrolimus pharmacokinetics (TacIPV). In this study, 183 saliva samples from 48 KT recipients under tacrolimus therapy, alongside 9 healthy control samples, were subjected to 16S rRNA sequencing. The analysis revealed significant differences in the composition of salivary microbiota among KT recipients, patients with ESRD, and healthy controls. Moreover, trough blood concentrations (C<sub>0</sub>) of tacrolimus were associated with alterations in microbiota composition. Notably, <em>Capnocytophage</em> consistently exhibited a negative correlation in both group-level and individual trends. Furthermore, distinct taxa were identified that effectively distinguished recipients with varying TacIPV, as demonstrated by a cross-validation random forest model (mean AUC = 0.7560), with <em>Anaerolinea</em> emerging as a prominent contributor to the classifier. These findings suggest that salivary microbiota is closely linked to tacrolimus C<sub>0</sub> levels and could aid clinicians in differentiating KT recipients based on TacIPV.</div></div>","PeriodicalId":3,"journal":{"name":"ACS Applied Electronic Materials","volume":null,"pages":null},"PeriodicalIF":4.3000,"publicationDate":"2024-10-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"ACS Applied Electronic Materials","FirstCategoryId":"99","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0888754324001733","RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
引用次数: 0

Abstract

Kidney transplantation (KT) serves as a highly effective treatment for end-stage renal disease (ESRD). Nonetheless, the administration of tacrolimus, a commonly used immunosuppressant in KT, faces challenges due to the lack of dependable biomarkers for its efficacy and the considerable variability in tacrolimus pharmacokinetics (TacIPV). In this study, 183 saliva samples from 48 KT recipients under tacrolimus therapy, alongside 9 healthy control samples, were subjected to 16S rRNA sequencing. The analysis revealed significant differences in the composition of salivary microbiota among KT recipients, patients with ESRD, and healthy controls. Moreover, trough blood concentrations (C0) of tacrolimus were associated with alterations in microbiota composition. Notably, Capnocytophage consistently exhibited a negative correlation in both group-level and individual trends. Furthermore, distinct taxa were identified that effectively distinguished recipients with varying TacIPV, as demonstrated by a cross-validation random forest model (mean AUC = 0.7560), with Anaerolinea emerging as a prominent contributor to the classifier. These findings suggest that salivary microbiota is closely linked to tacrolimus C0 levels and could aid clinicians in differentiating KT recipients based on TacIPV.
肾移植患者唾液微生物群与他克莫司药代动力学变异之间的关系
肾移植(KT)是治疗终末期肾病(ESRD)的高效疗法。然而,由于缺乏可靠的生物标志物来衡量他克莫司的疗效,而且他克莫司的药代动力学(TacIPV)存在很大的变异性,因此肾移植中常用的免疫抑制剂他克莫司的用药面临着挑战。在这项研究中,对来自 48 名接受他克莫司治疗的 KT 患者的 183 份唾液样本和 9 份健康对照样本进行了 16S rRNA 测序。分析结果显示,KT 受者、ESRD 患者和健康对照组的唾液微生物群组成存在明显差异。此外,他克莫司的血液谷浓度(C0)与微生物群组成的改变有关。值得注意的是,Capnocytophage 在群体水平和个体趋势中始终表现出负相关。此外,交叉验证随机森林模型(平均 AUC = 0.7560)表明,不同的分类群能有效区分不同 TacIPV 的受试者,其中 Anaerolinea 是分类群的主要贡献者。这些研究结果表明,唾液微生物群与他克莫司 C0 水平密切相关,可以帮助临床医生根据 TacIPV 区分 KT 受体。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
CiteScore
7.20
自引率
4.30%
发文量
567
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信