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慢性耳鸣患者肠道微生物群和血清代谢物的特征性改变:一项多组学分析

Characteristic alterations of gut microbiota and serum metabolites in patients with chronic tinnitus: a multi-omics analysis.

作者信息

Wang Jiang, Xiang Jia-Hui, Peng Xu-Yuan, Liu Min, Sun Le-Jia, Zhang Min, Zhang Li-Yuan, Chen Zhi-Bin, Tang Zheng-Quan, Cheng Lei

机构信息

Department of Otorhinolaryngology & Hearing International Jiangsu Ear and Hearing Center, The First Affiliated Hospital, Nanjing Medical University, Nanjing, China.

Department of Breast Surgical Oncology, National Cancer Center & National Clinical Research Center for Cancer, Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.

出版信息

Microbiol Spectr. 2025 Jan 7;13(1):e0187824. doi: 10.1128/spectrum.01878-24. Epub 2024 Nov 18.

Abstract

Chronic tinnitus is a central nervous system disorder. Currently, the effects of gut microbiota on tinnitus remain unexplored. To explore the connection between gut microbiota and tinnitus, we conducted 16S rRNA sequencing of fecal microbiota and serum metabolomic analysis in a cohort of 70 patients with tinnitus and 30 healthy volunteers. We used the weighted gene co-expression network method to analyze the relationship between the gut microbiota and the serum metabolites. The random forest technique was utilized to select metabolites and gut taxa to construct predictive models. A pronounced gut dysbiosis in the tinnitus group, characterized by reduced bacterial diversity, an increased Firmicutes/Bacteroidetes ratio, and some opportunistic bacteria including and were enriched. In contrast, some beneficial gut probiotics decreased, including Lactobacillales and Lactobacillaceae. In serum metabolomic analysis, serum metabolic disturbances in tinnitus patients and these differential metabolites were enriched in pathways of neuroinflammation, neurotransmitter activity, and synaptic function. The predictive models exhibited great diagnostic performance, achieving 0.94 (95% CI: 0.85-0.98) and 0.96 (95% CI: 0.86-0.99) in the test set. Our study suggests that changes in gut microbiota could potentially influence the occurrence and chronicity of tinnitus, and exert regulatory effects through changes in serum metabolites. Overall, this research provides new perceptions into the potential role of gut microbiota and serum metabolite in the pathogenesis of tinnitus, and proposes the "gut-brain-ear" concept as a pathomechanism underlying tinnitus, with significant clinical diagnostic implications and therapeutic potential.IMPORTANCETinnitus affects millions of people worldwide. Severe cases may lead to sleep disorders, anxiety, and depression, subsequently impacting patients' lives and increasing societal healthcare expenditures. However, tinnitus mechanisms are poorly understood, and effective therapeutic interventions are currently lacking. We discovered the gut microbiota and serum metabolomics changes in patients with tinnitus, and provided the potential pathological mechanisms of dysregulated gut flora in chronic tinnitus. We proposed the innovative concept of the "gut-brain-ear axis," which underscores the exploration of gut microbiota impact on susceptibility to chronic tinnitus through serum metabolic profile modulation. We also reveal novel biomarkers associated with chronic tinnitus, offering a new conceptual framework for further investigations into the susceptibility of patients, potential treatment targets for tinnitus, and assessing patient prognosis. Subsequently, gut microbiota and serum metabolites can be used as molecular markers to assess the susceptibility and prognosis of tinnitus.Furthermore, fecal transplantation may be used to treat tinnitus.

摘要

慢性耳鸣是一种中枢神经系统疾病。目前,肠道微生物群对耳鸣的影响尚不清楚。为了探究肠道微生物群与耳鸣之间的联系,我们对70例耳鸣患者和30名健康志愿者进行了粪便微生物群的16S rRNA测序和血清代谢组学分析。我们使用加权基因共表达网络方法分析肠道微生物群与血清代谢物之间的关系。利用随机森林技术选择代谢物和肠道分类群来构建预测模型。耳鸣组存在明显的肠道菌群失调,其特征为细菌多样性降低、厚壁菌门/拟杆菌门比例增加,并且包括[具体菌名1]和[具体菌名2]在内的一些机会致病菌富集。相比之下,一些有益的肠道益生菌减少,包括乳杆菌目和乳杆菌科。在血清代谢组学分析中,耳鸣患者存在血清代谢紊乱,这些差异代谢物在神经炎症、神经递质活性和突触功能途径中富集。预测模型表现出良好的诊断性能,在测试集中的准确率分别达到0.94(95%置信区间:0.85 - 0.98)和0.96(95%置信区间:0.86 - 0.99)。我们的研究表明,肠道微生物群的变化可能会影响耳鸣的发生和慢性化,并通过血清代谢物的变化发挥调节作用。总体而言,本研究为肠道微生物群和血清代谢物在耳鸣发病机制中的潜在作用提供了新的认识,并提出了“肠 - 脑 - 耳”概念作为耳鸣潜在的发病机制路径,具有重要的临床诊断意义和治疗潜力。

重要性

耳鸣影响着全球数百万人。严重的病例可能导致睡眠障碍、焦虑和抑郁,进而影响患者的生活并增加社会医疗支出。然而,耳鸣的发病机制尚不清楚,目前缺乏有效的治疗干预措施。我们发现了耳鸣患者肠道微生物群和血清代谢组学的变化,并提供了慢性耳鸣中肠道菌群失调的潜在病理机制。我们提出了创新的“肠 - 脑 - 耳轴”概念,强调通过血清代谢谱调节探索肠道微生物群对慢性耳鸣易感性的影响。我们还揭示了与慢性耳鸣相关的新型生物标志物,为进一步研究患者的易感性、耳鸣的潜在治疗靶点以及评估患者预后提供了新的概念框架。随后,肠道微生物群和血清代谢物可作为分子标志物来评估耳鸣的易感性和预后。此外,粪便移植可能用于治疗耳鸣。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a9df/11705945/6f1d046cd4dd/spectrum.01878-24.f001.jpg

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