Metabolic and Neural Mechanisms Underlying the Associations Between Gut Bacteroides and Cognition: A Large-Scale Functional Network Connectivity Study

被引:14
作者
Zhang, Shujun [1 ,2 ,3 ]
Qian, Yinfeng [1 ,2 ,3 ]
Li, Qian [1 ,2 ,3 ]
Xu, Xiaotao [1 ,2 ,3 ]
Li, Xueying [1 ,2 ,3 ]
Wang, Chunli [4 ]
Cai, Huanhuan [1 ,2 ,3 ]
Zhu, Jiajia [1 ,2 ,3 ]
Yu, Yongqiang [1 ,2 ,3 ]
机构
[1] Anhui Med Univ, Affiliated Hosp 1, Dept Radiol, Hefei, Peoples R China
[2] Res Ctr Clin Med Imaging, Hefei, Peoples R China
[3] Anhui Prov Inst Translat Med, Hefei, Peoples R China
[4] Anhui Med Univ, Affiliated Hosp 1, Dept Clin Lab, Hefei, Peoples R China
基金
中国国家自然科学基金;
关键词
gut Bacteroides; metabolic pathways; functional network connectivity; cognition; functional MRI; POLYUNSATURATED FATTY-ACIDS; ARGININE METABOLISM; BRAIN STRUCTURE; NITRIC-OXIDE; MICROBIOTA; SPHINGOLIPIDS; HOMEOSTASIS; SEQUENCES;
D O I
10.3389/fnins.2021.750704
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
There is a proof-of-concept that microbial metabolites provide a molecular connection between the gut and the brain. Extensive research has established a link between gut Bacteroides and human cognition, yet the metabolic and neural mechanisms underlying this association remain largely unknown. Here, we collected fecal samples, resting-state functional MRI, and cognitive data from a large and homogeneous sample of 157 healthy young adults. 16S rRNA gene sequencing was conducted with abundances of Bacteroides and metabolic pathways quantified by species annotation and functional prediction analyses, respectively. Large-scale intra- and internetwork functional connectivity was measured using independent component analysis. Results showed that gut Bacteroides were related to multiple metabolic pathways, which in turn were associated with widespread functional network connectivity. Furthermore, functional network connectivity mediated the associations between some Bacteroides-related metabolic pathways and cognition. Remarkably, arginine and proline metabolism, phenylalanine metabolism, and biosynthesis of unsaturated fatty acids act as the key metabolic pathways that are most contributive, and the executive control and sensorimotor systems contribute most strongly at the neural level. Our findings suggest complex poly-pathway and poly-network processes linking Bacteroides to cognition, more generally yielding a novel conceptualization of targeting gut Bacteroides as an intervention strategy for individuals with cognitive impairment.</p>
引用
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页数:14
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  • [1] Early intake of long-chain polyunsaturated fatty acids preserves brain structure and function in diet-induced obesity
    Arnoldussen, Ilse A. C.
    Zerbi, Valerio
    Wiesmann, Maximilian
    Noordman, Rikko H. J.
    Bolijn, Simone
    Mutsaers, Martina P. C.
    Dederen, Pieter J. W. C.
    Kleemann, Robert
    Kooistra, Teake
    van Tol, Eric A. F.
    Gross, Gabriele
    Schoemaker, Marieke H.
    Heerschap, Arend
    Wielinga, Peter Y.
    Kiliaan, Amanda J.
    [J]. JOURNAL OF NUTRITIONAL BIOCHEMISTRY, 2016, 30 : 177 - 188
  • [2] Psychiatric and Cognitive Aspects of Phenylketonuria: The Limitations of Diet and Promise of New Treatments
    Ashe, Killian
    Kelso, Wendy
    Farrand, Sarah
    Panetta, Julie
    Fazio, Tim
    De Jong, Gerard
    Walterfang, Mark
    [J]. FRONTIERS IN PSYCHIATRY, 2019, 10
  • [3] Comprehensive Analysis Reveals Novel Interactions between Circulating MicroRNAs and Gut Microbiota Composition in Human Obesity
    Assmann, Tais Silveira
    Cuevas-Sierra, Amanda
    Riezu-Boj, Jose Ignacio
    Milagro, Fermin I.
    Martinez, J. Alfredo
    [J]. INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2020, 21 (24) : 1 - 17
  • [4] Polyunsaturated fatty acids and their metabolites in brain function and disease
    Bazinet, Richard P.
    Laye, Sophie
    [J]. NATURE REVIEWS NEUROSCIENCE, 2014, 15 (12) : 771 - 785
  • [5] Bacteroides-Derived Sphingolipids Are Critical for Maintaining Intestinal Homeostasis and Symbiosis
    Brown, Eric M.
    Ke, Xiaobo
    Hitchcock, Daniel
    Jeanfavre, Sarah
    Avila-Pacheco, Julian
    Nakata, Toru
    Arthur, Timothy D.
    Fornelos, Nadine
    Heim, Cortney
    Franzosa, Eric A.
    Watson, Nicki
    Huttenhower, Curtis
    Haiser, Henry J.
    Dillow, Glen
    Graham, Daniel B.
    Finlay, B. Brett
    Kostic, Aleksandar D.
    Porter, Jeffrey A.
    Vlamakis, Hera
    Clish, Clary B.
    Xavier, Ramnik J.
    [J]. CELL HOST & MICROBE, 2019, 25 (05) : 668 - +
  • [6] Large-scale functional network connectivity mediate the associations of gut microbiota with sleep quality and executive functions
    Cai, Huanhuan
    Wang, Chunli
    Qian, Yinfeng
    Zhang, Shujun
    Zhang, Cun
    Zhao, Wenming
    Zhang, Tingting
    Zhang, Biao
    Chen, Jingyao
    Liu, Siyu
    Zhu, Jiajia
    Yu, Yongqiang
    [J]. HUMAN BRAIN MAPPING, 2021, 42 (10) : 3088 - 3101
  • [7] Infant Gut Microbiome Associated With Cognitive Development
    Carlson, Alexander L.
    Xia, Kai
    Azcarate-Peril, M. Andrea
    Goldman, Barbara D.
    Ahn, Mihye
    Styner, Martin A.
    Thompson, Amanda L.
    Geng, Xiujuan
    Gilmore, John H.
    Knickmeyer, Rebecca C.
    [J]. BIOLOGICAL PSYCHIATRY, 2018, 83 (02) : 148 - 159
  • [8] Plasma d-glutamate levels for detecting mild cognitive impairment and Alzheimer's disease: Machine learning approaches
    Chang, Chun-Hung
    Lin, Chieh-Hsin
    Liu, Chieh-Yu
    Huang, Chih-Sheng
    Chen, Shaw-Ji
    Lin, Wen-Cheng
    Yang, Hui-Ting
    Lane, Hsien-Yuan
    [J]. JOURNAL OF PSYCHOPHARMACOLOGY, 2021, 35 (03) : 265 - 272
  • [9] d-glutamate and Gut Microbiota in Alzheimer's Disease
    Chang, Chun-Hung
    Lin, Chieh-Hsin
    Lane, Hsien-Yuan
    [J]. INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2020, 21 (08)
  • [10] 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