The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangdong Provincial Hospital of Chinese Medicine, Guangzhou, China.
The Second Clinical College of Guangzhou University of Chinese Medicine, Guangzhou, China.
Front Cell Infect Microbiol. 2024 Jan 4;13:1257317. doi: 10.3389/fcimb.2023.1257317. eCollection 2023.
In this study, we aimed to investigate the association between gut microbiota and high on-treatment platelet reactivity (HTPR) in patients with acute ischemic stroke (AIS).
We enrolled a total of 48 AIS patients, including 19 HTPR patients and 29 non-high on-treatment platelet reactivity (NHTPR) patients, along with 10 healthy controls. Clinical and laboratory data, as well as stool samples, were collected from all participants. The composition and function of gut microbiota were assessed using 16S rRNA sequencing. Differences in the gut microbiota between the two groups were analyzed, and a diagnostic model based on the gut microbiota was established using random forest model.
HTPR patients exhibited a decreased microbial richness compared to NHTPR patients. Additionally, the relative abundance of and was lower in HTPR patients. Significant differences in biological functions, such as toxoplasmosis, were observed between the two groups. The combination of , and showed excellent predictive ability for HTPR occurrence (AUC=0.896). When comparing AIS patients with healthy controls, alterations in the microbiota structure were observed in AIS patients, with imbalances in short-chain fatty acid-producing bacteria and pathogenic bacteria. Significant differences in biological functions, such as oxidative phosphorylation, were noted between the two groups. The combination of , and exhibited strong predictive power for AIS occurrence (AUC=0.994).
This study is the first to uncover the microbial characteristics of HTPR in AIS patients and demonstrate the predictive potential of specific bacterial combinations for HTPR occurrence.
本研究旨在探讨急性缺血性脑卒中(AIS)患者肠道微生物群与高治疗反应血小板活性(HTPR)之间的关联。
我们共纳入了 48 名 AIS 患者,包括 19 名 HTPR 患者和 29 名非高治疗反应血小板活性(NHTPR)患者,以及 10 名健康对照者。收集所有参与者的临床和实验室数据以及粪便样本。采用 16S rRNA 测序评估肠道微生物群的组成和功能。分析两组间肠道微生物群的差异,并采用随机森林模型建立基于肠道微生物群的诊断模型。
与 NHTPR 患者相比,HTPR 患者的微生物丰富度降低。此外,HTPR 患者中 和 的相对丰度较低。两组间的生物功能存在显著差异,如弓形虫病。 、 和 的组合对 HTPR 发生具有出色的预测能力(AUC=0.896)。与健康对照组相比,AIS 患者的肠道微生物群结构发生改变,短链脂肪酸产生菌和致病菌失衡。两组间的生物功能存在显著差异,如氧化磷酸化。 、 和 的组合对 AIS 发生具有很强的预测能力(AUC=0.994)。
本研究首次揭示了 AIS 患者 HTPR 的微生物特征,并证明了特定细菌组合对 HTPR 发生的预测潜力。