Integrative Analysis of Long Non-coding RNAs, Messenger RNAs, and MicroRNAs Indicates the Neurodevelopmental Dysfunction in the Hippocampus of Gut Microbiota-Dysbiosis Mice

被引:17
作者
Liu, Lanxiang [1 ,2 ,3 ]
Wang, Haiyang [2 ,4 ,5 ]
Chen, Xueyi [2 ]
Zhang, Yangdong [2 ]
Li, Wenxia [2 ]
Rao, Xuechen [2 ,6 ]
Liu, Yiyun [2 ]
Zhao, Libo [1 ]
Pu, Juncai [2 ,3 ]
Gui, Siwen [2 ]
Yang, Deyu [1 ]
Fang, Liang [1 ]
Xie, Peng [1 ,2 ,3 ,4 ,5 ]
机构
[1] Chongqing Med Univ, Yongchuan Hosp, Dept Neurol, Chongqing, Peoples R China
[2] Chongqing Med Univ, Affiliated Hosp 1, NHC Key Lab Diag & Treatment Brain Funct Dis, Chongqing, Peoples R China
[3] Chongqing Med Univ, Affiliated Hosp 1, Dept Neurol, Chongqing, Peoples R China
[4] Chongqing Med Univ, Coll Stomatol, Chongqing, Peoples R China
[5] Chongqing Med Univ, Affiliated Stomatol Hosp, Chongqing, Peoples R China
[6] Chongqing Med Univ, Coll Biomed Engn, Chongqing, Peoples R China
来源
FRONTIERS IN MOLECULAR NEUROSCIENCE | 2022年 / 14卷
基金
中国博士后科学基金; 国家重点研发计划;
关键词
depression; gut microbiota; lncRNAs; mRNAs; miRNAs; DEPRESSION; NEUROGENESIS; HYPOTHESIS; RESPONSES; NETWORKS; ANXIETY; BRAIN; CERNA;
D O I
10.3389/fnmol.2021.745437
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Major depressive disorder is caused by gene-environment interactions and the gut microbiota plays a pivotal role in the development of depression. However, the underlying mechanisms remain elusive. Herein, the differentially expressed hippocampal long non-coding RNAs (lncRNAs), messenger RNAs (mRNAs), and microRNAs (miRNAs) between mice inoculated with gut microbiota from major depressive disorder patients or healthy controls were detected, to identify the effects of gut microbiota-dysbiosis on gene regulation patterns at the transcriptome level, and in further to explore the microbial-regulated pathological mechanisms of depression. As a result, 200 mRNAs, 358 lncRNAs, and 4 miRNAs were differentially expressed between the two groups. Functional analysis of these differential mRNAs indicated dysregulated inflammatory response to be the primary pathological change. Intersecting these differential mRNAs with targets of differentially expressed miRNAs identified 47 intersected mRNAs, which were mainly related to neurodevelopment. Additionally, a microbial-regulated lncRNA-miRNA-mRNA network based on RNA-RNA interactions was constructed. Subsequently, according to the competitive endogenous RNAs (ceRNA) hypothesis and the biological functions of these intersected genes, two neurodevelopmental ceRNA sub-networks implicating in depression were identified, one including two lncRNAs (4930417H01Rik and AI480526), one miRNA (mmu-miR-883b-3p) and two mRNAs (Adcy1 and Nr4a2), and the other including six lncRNAs (5930412G12Rik, 6430628N08Rik, A530013C23Rik, A930007I19Rik, Gm15489, and Gm16251), one miRNA (mmu-miR-377-3p) and three mRNAs (Six4, Stx16, and Ube3a), and these molecules could be recognized as potential genetic and epigenetic biomarkers in microbial-associated depression. This study provides new understanding of the pathogenesis of depression induced by gut microbiota-dysbiosis and may act as a theoretical basis for the development of gut microbiota-based antidepressants.
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页数:13
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共 56 条
  • [1] Predicting effective microRNA target sites in mammalian mRNAs
    Agarwal, Vikram
    Bell, George W.
    Nam, Jin-Wu
    Bartel, David P.
    [J]. ELIFE, 2015, 4
  • [2] Gene-environment interaction and psychiatric disorders: Review and future directions
    Assary, Elham
    Vincent, John Paul
    Keers, Robert
    Pluess, Michael
    [J]. SEMINARS IN CELL & DEVELOPMENTAL BIOLOGY, 2018, 77 : 133 - 143
  • [3] The hygiene hypothesis in autoimmunity: the role of pathogens and commensals
    Bach, Jean-Francois
    [J]. NATURE REVIEWS IMMUNOLOGY, 2018, 18 (02) : 105 - +
  • [4] An automated method for finding molecular complexes in large protein interaction networks
    Bader, GD
    Hogue, CW
    [J]. BMC BIOINFORMATICS, 2003, 4 (1)
  • [5] miRDB: an online database for prediction of functional microRNA targets
    Chen, Yuhao
    Wang, Xiaowei
    [J]. NUCLEIC ACIDS RESEARCH, 2020, 48 (D1) : D127 - D131
  • [6] miRTarBase update 2018: a resource for experimentally validated microRNA-target interactions
    Chou, Chih-Hung
    Shrestha, Sirjana
    Yang, Chi-Dung
    Chang, Nai-Wen
    Lin, Yu-Ling
    Liao, Kuang-Wen
    Huang, Wei-Chi
    Sun, Ting-Hsuan
    Tu, Siang-Jyun
    Lee, Wei-Hsiang
    Chiew, Men-Yee
    Tai, Chun-San
    Wei, Ting-Yen
    Tsai, Tzi-Ren
    Huang, Hsin-Tzu
    Wang, Chung-Yu
    Wu, Hsin-Yi
    Ho, Shu-Yi
    Chen, Pin-Rong
    Chuang, Cheng-Hsun
    Hsieh, Pei-Jung
    Wu, Yi-Shin
    Chen, Wen-Liang
    Li, Meng-Ju
    Wu, Yu-Chun
    Huang, Xin-Yi
    Ng, Fung Ling
    Buddhakosai, Waradee
    Huang, Pei-Chun
    Lan, Kuan-Chun
    Huang, Chia-Yen
    Weng, Shun-Long
    Cheng, Yeong-Nan
    Liang, Chao
    Hsu, Wen-Lian
    Huang, Hsien-Da
    [J]. NUCLEIC ACIDS RESEARCH, 2018, 46 (D1) : D296 - D302
  • [7] THE MICROBIOTA-GUT-BRAIN AXIS
    Cryan, John F.
    O'Riordan, Kenneth J.
    Cowan, Caitlin S. M.
    Sandhu, Kiran V.
    Bastiaanssen, Thomaz F. S.
    Boehme, Marcus
    Codagnone, Martin G.
    Cussotto, Sofia
    Fulling, Christine
    Golubeva, Anna V.
    Guzzetta, Katherine E.
    Jaggar, Minal
    Long-Smith, Caitriona M.
    Lyte, Joshua M.
    Martin, Jason A.
    Molinero-Perez, Alicia
    Moloney, Gerard
    Morelli, Emanuela
    Morillas, Enrique
    O'Connor, Rory
    Cruz-Pereira, Joana S.
    Peterson, Veronica L.
    Rea, Kieran
    Ritz, Nathaniel L.
    Sherwin, Eoin
    Spichak, Simon
    Teichman, Emily M.
    van de Wouw, Marcel
    Ventura-Silva, Ana Paula
    Wallace-Fitzsimons, Shauna E.
    Hyland, Niall
    Clarke, Gerard
    Dinan, Timothy G.
    [J]. PHYSIOLOGICAL REVIEWS, 2019, 99 (04) : 1877 - 2013
  • [8] The Osteoporosis/Microbiota Linkage: The Role of miRNA
    De Martinis, Massimo
    Ginaldi, Lia
    Allegra, Alessandro
    Sirufo, Maria Maddalena
    Pioggia, Giovanni
    Tonacci, Alessandro
    Gangemi, Sebastiano
    [J]. INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2020, 21 (23) : 1 - 18
  • [9] Topological analysis and interactive visualization of biological networks and protein structures
    Doncheva, Nadezhda T.
    Assenov, Yassen
    Domingues, Francisco S.
    Albrecht, Mario
    [J]. NATURE PROTOCOLS, 2012, 7 (04) : 670 - 685
  • [10] Molecular windows into the human brain for psychiatric disorders
    Egervari, Gabor
    Kozlenkov, Alexey
    Dracheva, Stella
    Hurd, Yasmin L.
    [J]. MOLECULAR PSYCHIATRY, 2019, 24 (05) : 653 - 673