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

被引:0
|
作者
Wang, Jiang [1 ,2 ]
Xiang, Jia-Hui [3 ,4 ]
Peng, Xu-Yuan [1 ,2 ]
Liu, Min [1 ,2 ]
Sun, Le-Jia [5 ]
Zhang, Min [1 ,2 ]
Zhang, Li-Yuan [1 ,2 ]
Chen, Zhi-Bin [1 ,2 ]
Tang, Zheng-Quan [6 ,7 ]
Cheng, Lei [1 ,2 ]
机构
[1] Nanjing Med Univ, Affiliated Hosp 1, Dept Otorhinolaryngol, Nanjing, Peoples R China
[2] Nanjing Med Univ, Affiliated Hosp 1, Hearing Int Jiangsu Ear & Hearing Ctr, Nanjing, Peoples R China
[3] Chinese Acad Med Sci & Peking Union Med Coll, Canc Hosp, Natl Canc Ctr, Dept Breast Surg Oncol, Beijing, Peoples R China
[4] Chinese Acad Med Sci & Peking Union Med Coll, Canc Hosp, Natl Clin Res Ctr Canc, Beijing, Peoples R China
[5] Nanjing Med Univ, Affiliated Hosp 1, Dept Gen Surg, Nanjing, Peoples R China
[6] Anhui Univ, Sch Life Sci, Hefei, Peoples R China
[7] Anhui Univ, Anhui Higher Educ Inst, Key Lab Human Microenvironm & Precis Med, Hefei, Peoples R China
基金
中国国家自然科学基金;
关键词
chronic tinnitus; gut microbiota; serum metabolites; gut-brain-ear axis; multi-omics analysis; POLYUNSATURATED FATTY-ACIDS; AKKERMANSIA-MUCINIPHILA; SPECTROMETRY DATA; BRAIN AXIS; MECHANISMS; NEUROINFLAMMATION; REVEAL; HEALTH; BETA;
D O I
10.1128/spectrum.01878-24
中图分类号
Q93 [微生物学];
学科分类号
071005 ; 100705 ;
摘要
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 Aeromonas and Acinetobacter were enriched. In contrast, some beneficial gut probiotics decreased, including Lactobacillales and Lactobacillaceae. In serum metabolo mic 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 occur rence 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.
引用
收藏
页数:20
相关论文
共 50 条
  • [31] Multi-omics analysis reveals alterations of breastmilk metabolites and proteins in Hong Kong lactating mothers
    Jiang, Lilong
    Yeung, Oi-Yee
    Ho, Wing-Wa
    Shum, Tim-Fat
    Wong, Man-Sau
    Lam, Carly S. Y.
    Chiou, Jiachi
    FASEB JOURNAL, 2024, 38 (23):
  • [32] Multi-omics approach to elucidate the gut microbiota activity: Metaproteomics and metagenomics connection
    Guirro, Maria
    Costa, Andrea
    Gual-Grau, Andreu
    Mayneris-Perxachs, Jordi
    Torrell, Helena
    Herrero, Pol
    Canela, Nuria
    Arola, Lluis
    ELECTROPHORESIS, 2018, 39 (13) : 1692 - 1701
  • [33] Multi-omics analysis of soil microbiota and metabolites in dryland wheat fields under different tillage methods
    Dong, Fei
    Wang, Longxing
    Xu, Tianjing
    Yan, Qiuyan
    Yan, Shuangdui
    Li, Feng
    Chen, Lihao
    Zhang, Ruifu
    SCIENTIFIC REPORTS, 2024, 14 (01):
  • [34] Integrated multi-omics analysis reveals gut microbiota dysbiosis and systemic disturbance in major depressive disorder
    Xie, Zuoquan
    Huang, Jingjing
    Sun, Guangqiang
    He, Shen
    Luo, Zhiyu
    Zhang, Linna
    Li, Liang
    Yao, Min
    Du, Chen
    Yu, Wenjuan
    Feng, Yuan
    Yang, Dabing
    Zhang, Jing
    Ge, Changrong
    Li, Huafang
    Geng, Meiyu
    PSYCHIATRY RESEARCH, 2024, 334
  • [35] Multi-Omics Analysis Provides Insight into the Possible Molecular Mechanism of Hay Fever Based on Gut Microbiota
    Han, Pei
    Li, Li-Sha
    Wang, Zi-Xi
    Xi, Lin
    Yu, Hang
    Cong, Lin
    Zhang, Zheng-Wei
    Fu, Jie
    Peng, Ran
    Pan, Li-Bin
    Ma, Shu-Rong
    Wang, Xue-Yan
    Wang, Hong-Tian
    Wang, Xiang-Dong
    Wang, Yan
    Sun, Jin-Lyu
    Jiang, Jian-Dong
    ENGINEERING, 2022, 15 : 115 - 125
  • [36] Multi-Omics Analysis Provides Insight into the Possible Molecular Mechanism of Hay Fever Based on Gut Microbiota
    Pei Han
    Li-Sha Li
    Zi-Xi Wang
    Lin Xi
    Hang Yu
    Lin Cong
    Zheng-Wei Zhang
    Jie Fu
    Ran Peng
    Li-Bin Pan
    Shu-Rong Ma
    Xue-Yan Wang
    Hong-Tian Wang
    Xiang-Dong Wang
    Yan Wang
    Jin-Lyu Sun
    Jian-Dong Jiang
    Engineering, 2022, (08) : 115 - 125
  • [37] Multi-omics Comparative Analysis Reveals Multiple Layers of Host Signaling Pathway Regulation by the Gut Microbiota
    Manes, Nathan P.
    Shulzhenko, Natalia
    Nuccio, Arthur G.
    Azeem, Sara
    Morgun, Andrey
    Nita-Lazara, Aleksandra
    MSYSTEMS, 2017, 2 (05)
  • [38] Multi-omics analysis reveals the impact of gut microbiota on antipsychotic-induced weight gain in schizophrenia
    Liu, Yaxi
    Wu, Hui
    Liu, Bingdong
    Chen, Shengyun
    Huang, Liujing
    Liu, Zhihong
    Wang, Jie
    Xie, Liwei
    Wu, Xiaoli
    SCHIZOPHRENIA RESEARCH, 2024, 270 : 325 - 338
  • [39] Alterations in Gut Microbiota and Serum Metabolites in Children with Mycoplasma pneumoniae Pneumonia
    Wang, Shu
    Liu, Chengzhong
    Ding, Ruipei
    Wang, Shumei
    Ye, Yousheng
    He, Maozhang
    INFECTION AND DRUG RESISTANCE, 2024, 17 : 5097 - 5110
  • [40] Multi-omics analysis reveals the effects of microbiota on oral homeostasis
    Long, Huiqing
    Yan, Li
    Pu, Juncai
    Liu, Yiyun
    Zhong, Xiaogang
    Wang, Haiyang
    Yang, Lu
    Lou, Fangzhi
    Luo, Shihong
    Zhang, Yingying
    Liu, Yang
    Xie, Peng
    Ji, Ping
    Jin, Xin
    FRONTIERS IN IMMUNOLOGY, 2022, 13