Yu Gaojie, Chen Qionglei, Chen Jiaxin, Liao Xiaolan, Xie Huijia, Zhao Yiting, Liu Jiaming, Sun Jing, Chen Songfang
Department of Geriatrics, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China.
Department of Preventive Medicine, School of Public Health and Management, Wenzhou Medical University, Wenzhou, Zhejiang, China.
Front Neurosci. 2023 Dec 20;17:1327499. doi: 10.3389/fnins.2023.1327499. eCollection 2023.
Patients with acute ischemic stroke (AIS) with non-alcoholic fatty liver disease (NAFLD) frequently have poor prognosis. Many evidences suggested that the changes in gut microbiota may play an important role in the occurrence and development of AIS patients with NAFLD. The purpose of this study was to explore microbial characteristics in patients of AIS with NAFLD, and the correlation between gut microbiota and functional outcomes.
The patients of AIS were recruited and divided into NAFLD group and non-NAFLD group. The stool samples and clinical information were collected. 16 s rRNA sequencing was used to analyze the characteristics of gut microbiota. The patients of AIS with NAFLD were followed-up to evaluate the functional outcomes of disease. The adverse outcomes were determined by modified Rankin scale (mRS) scores at 3 months after stroke. The diagnostic performance of microbial marker in predicting adverse outcomes was assessed by recipient operating characteristic (ROC) curves.
Our results showed that the composition of gut microbiota between non-NAFLD group and NAFLD group were different. The characteristic bacteria in the patients of AIS with NAFLD was that the relative abundance of , , and were decreased, while the relative abundance of was increased. Moreover, the characteristic microbiota was correlated with many clinical parameters, such as mRS scores, mean arterial pressure and fasting blood glucose level. In addition, ROC models based on the characteristic microbiota or the combination of characteristic microbiota with independent risk factors could distinguish functional dependence patients and functional independence patients in AIS with NAFLD (area under curve is 0.765 and 0.882 respectively).
These findings revealed the microbial characteristics in patients of AIS with NAFLD, and further demonstrated the predictive capability of characteristic microbiota for adverse outcomes in patients of AIS with NAFLD.
患有非酒精性脂肪性肝病(NAFLD)的急性缺血性中风(AIS)患者预后通常较差。许多证据表明,肠道微生物群的变化可能在患有NAFLD的AIS患者的发生和发展中起重要作用。本研究的目的是探讨患有NAFLD的AIS患者的微生物特征,以及肠道微生物群与功能预后之间的相关性。
招募AIS患者并将其分为NAFLD组和非NAFLD组。收集粪便样本和临床信息。采用16S rRNA测序分析肠道微生物群的特征。对患有NAFLD的AIS患者进行随访,以评估疾病的功能预后。不良预后通过中风后3个月的改良Rankin量表(mRS)评分确定。通过受试者工作特征(ROC)曲线评估微生物标志物预测不良预后的诊断性能。
我们的结果表明,非NAFLD组和NAFLD组之间的肠道微生物群组成不同。患有NAFLD的AIS患者的特征菌是[具体菌名1]、[具体菌名2]、[具体菌名3]和[具体菌名4]的相对丰度降低,而[具体菌名5]的相对丰度增加。此外,特征微生物群与许多临床参数相关,如mRS评分、平均动脉压和空腹血糖水平。此外,基于特征微生物群或特征微生物群与独立危险因素组合的ROC模型可以区分患有NAFLD的AIS患者中的功能依赖患者和功能独立患者(曲线下面积分别为0.765和0.882)。
这些发现揭示了患有NAFLD的AIS患者的微生物特征,并进一步证明了特征微生物群对患有NAFLD的AIS患者不良预后的预测能力。