Multi-omics analyses identify gut microbiota-fecal metabolites-brain-cognition pathways in the Alzheimer's disease continuum
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作者:
Zhao, Han
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Anhui Med Univ, Affiliated Hosp 1, Dept Radiol, Hefei 230022, Peoples R China
Res Ctr Clin Med Imaging, Hefei 230032, Anhui, Peoples R China
Anhui Prov Inst Translat Med, Hefei 230032, Peoples R China
Anhui Prov Key Lab Brain Bank Construct & Resource, Hefei 230032, Peoples R ChinaAnhui Med Univ, Affiliated Hosp 1, Dept Radiol, Hefei 230022, Peoples R China
Zhao, Han
[1
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Zhou, Xia
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Anhui Med Univ, Affiliated Hosp 1, Dept Neurol, Hefei 230022, Peoples R ChinaAnhui Med Univ, Affiliated Hosp 1, Dept Radiol, Hefei 230022, Peoples R China
Zhou, Xia
[5
]
Song, Yu
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Anhui Med Univ, Affiliated Hosp 1, Dept Radiol, Hefei 230022, Peoples R China
Res Ctr Clin Med Imaging, Hefei 230032, Anhui, Peoples R China
Anhui Prov Inst Translat Med, Hefei 230032, Peoples R China
Anhui Prov Key Lab Brain Bank Construct & Resource, Hefei 230032, Peoples R ChinaAnhui Med Univ, Affiliated Hosp 1, Dept Radiol, Hefei 230022, Peoples R China
Song, Yu
[1
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Zhao, Wenming
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Anhui Med Univ, Affiliated Hosp 1, Dept Radiol, Hefei 230022, Peoples R China
Res Ctr Clin Med Imaging, Hefei 230032, Anhui, Peoples R China
Anhui Prov Inst Translat Med, Hefei 230032, Peoples R China
Anhui Prov Key Lab Brain Bank Construct & Resource, Hefei 230032, Peoples R ChinaAnhui Med Univ, Affiliated Hosp 1, Dept Radiol, Hefei 230022, Peoples R China
Zhao, Wenming
[1
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Sun, Zhongwu
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Anhui Med Univ, Affiliated Hosp 1, Dept Neurol, Hefei 230022, Peoples R ChinaAnhui Med Univ, Affiliated Hosp 1, Dept Radiol, Hefei 230022, Peoples R China
Sun, Zhongwu
[5
]
Zhu, Jiajia
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Anhui Med Univ, Affiliated Hosp 1, Dept Radiol, Hefei 230022, Peoples R China
Res Ctr Clin Med Imaging, Hefei 230032, Anhui, Peoples R China
Anhui Prov Inst Translat Med, Hefei 230032, Peoples R China
Anhui Prov Key Lab Brain Bank Construct & Resource, Hefei 230032, Peoples R ChinaAnhui Med Univ, Affiliated Hosp 1, Dept Radiol, Hefei 230022, Peoples R China
Zhu, Jiajia
[1
,2
,3
,4
]
Yu, Yongqiang
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Anhui Med Univ, Affiliated Hosp 1, Dept Radiol, Hefei 230022, Peoples R China
Res Ctr Clin Med Imaging, Hefei 230032, Anhui, Peoples R China
Anhui Prov Inst Translat Med, Hefei 230032, Peoples R China
Anhui Prov Key Lab Brain Bank Construct & Resource, Hefei 230032, Peoples R ChinaAnhui Med Univ, Affiliated Hosp 1, Dept Radiol, Hefei 230022, Peoples R China
Yu, Yongqiang
[1
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,4
]
机构:
[1] Anhui Med Univ, Affiliated Hosp 1, Dept Radiol, Hefei 230022, Peoples R China
[2] Res Ctr Clin Med Imaging, Hefei 230032, Anhui, Peoples R China
[3] Anhui Prov Inst Translat Med, Hefei 230032, Peoples R China
[4] Anhui Prov Key Lab Brain Bank Construct & Resource, Hefei 230032, Peoples R China
[5] Anhui Med Univ, Affiliated Hosp 1, Dept Neurol, Hefei 230022, Peoples R China
Alzheimer's disease;
Gut microbiome;
Fecal metabolome;
Neuroimaging;
Cognition;
ASSOCIATION WORKGROUPS;
DIAGNOSTIC GUIDELINES;
NATIONAL INSTITUTE;
CORTICAL THICKNESS;
MATTER LOSS;
MILD;
IMPAIRMENT;
METABOLOMICS;
FERROPTOSIS;
RECOMMENDATIONS;
D O I:
10.1186/s13195-025-01683-0
中图分类号:
R74 [神经病学与精神病学];
学科分类号:
摘要:
BackgroundGut microbiota dysbiosis is linked to Alzheimer's disease (AD), but our understanding of the molecular and neuropathological bases underlying such association remains fragmentary.MethodsUsing 16S rDNA amplicon sequencing, untargeted metabolomics, and multi-modal magnetic resonance imaging, we examined group differences in gut microbiome, fecal metabolome, neuroimaging measures, and cognitive variables across 30 patients with AD, 75 individuals with mild cognitive impairment (MCI), and 61 healthy controls (HC). Furthermore, we assessed the associations between these multi-omics changes using correlation and mediation analyses.ResultsThere were significant group differences in gut microbial composition, which were driven by 8 microbial taxa (e.g., Staphylococcus and Bacillus) exhibiting a progressive increase in relative abundance from HC to MCI to AD, and 2 taxa (e.g., Anaerostipes) showing a gradual decrease. 26 fecal metabolites (e.g., Arachidonic, Adrenic, and Lithocholic acids) exhibited a progressive increase from HC to MCI to AD. We also observed progressive gray matter atrophy in broadly distributed gray matter regions and gradual micro-structural integrity damage in widespread white matter tracts along the AD continuum. Integration of these multi-omics changes revealed significant associations between microbiota, metabolites, neuroimaging, and cognition. More importantly, we identified two potential mediation pathways: (1) microbiota -> metabolites -> neuroimaging -> cognition, and (2) microbiota -> metabolites -> cognition.ConclusionAside from elucidating the underlying mechanism whereby gut microbiota dysbiosis is linked to AD, our findings may contribute to groundwork for future interventions targeting the microbiota-metabolites-brain-cognition pathways as a therapeutic strategy in the AD continuum.
机构:
Univ Wisconsin, Dept Biostat & Med Informat, Madison, WI 53076 USA
Univ Wisconsin, Waisman Ctr, Madison, WI 53705 USAUniv Wisconsin, Dept Biostat & Med Informat, Madison, WI 53076 USA
Khullar, Saniya
Wang, Daifeng
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Univ Wisconsin, Dept Biostat & Med Informat, Madison, WI 53076 USA
Univ Wisconsin, Waisman Ctr, Madison, WI 53705 USA
Univ Wisconsin, Dept Comp Sci, Madison, WI 53706 USA
Univ Wisconsin, Dept Biostat & Med Informat, 1500 Highland Ave, Madison, WI 53705 USAUniv Wisconsin, Dept Biostat & Med Informat, Madison, WI 53076 USA
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China Pharmaceut Univ, State Key Lab Nat Med, Nanjing, Peoples R ChinaChina Pharmaceut Univ, State Key Lab Nat Med, Nanjing, Peoples R China
Li, Ying-Qi
Chen, Yi
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China Pharmaceut Univ, State Key Lab Nat Med, Nanjing, Peoples R ChinaChina Pharmaceut Univ, State Key Lab Nat Med, Nanjing, Peoples R China
Chen, Yi
Jiang, Si-Qi
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Shi, Yuan-Yuan
Jiang, Xiao-Li
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Jiang, Xiao-Li
Wu, Shan-Shan
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China Pharmaceut Univ, State Key Lab Nat Med, Nanjing, Peoples R ChinaChina Pharmaceut Univ, State Key Lab Nat Med, Nanjing, Peoples R China
Wu, Shan-Shan
Zhou, Ping
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China Pharmaceut Univ, State Key Lab Nat Med, Nanjing, Peoples R ChinaChina Pharmaceut Univ, State Key Lab Nat Med, Nanjing, Peoples R China
Zhou, Ping
Wang, Hui-Ying
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China Pharmaceut Univ, State Key Lab Nat Med, Nanjing, Peoples R ChinaChina Pharmaceut Univ, State Key Lab Nat Med, Nanjing, Peoples R China
Wang, Hui-Ying
Li, Ping
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China Pharmaceut Univ, State Key Lab Nat Med, Nanjing, Peoples R ChinaChina Pharmaceut Univ, State Key Lab Nat Med, Nanjing, Peoples R China
Li, Ping
Li, Fei
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China Pharmaceut Univ, State Key Lab Nat Med, Nanjing, Peoples R China
Xinjiang Med Univ, Coll Pharm, Urumqi, Peoples R ChinaChina Pharmaceut Univ, State Key Lab Nat Med, Nanjing, Peoples R China
Li, Fei
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Case Western Reserve Univ, Sch Med, Dept Pathol, Cleveland, OH 44106 USACase Western Reserve Univ, Sch Med, Ctr Artificial Intelligence Drug Discovery, 2103 Cornell Rd, Cleveland, OH 44106 USA
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Lin, Guangfu
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Guangxi Med Univ, Affiliated Hosp 1, Dept Gastroenterol, Nanning, Peoples R ChinaGuangxi Med Univ, Affiliated Hosp 1, Dept Gastroenterol, Nanning, Peoples R China
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Guangxi Med Univ, Affiliated Hosp 1, Dept Clin Expt Med, Nanning, Peoples R ChinaGuangxi Med Univ, Affiliated Hosp 1, Dept Gastroenterol, Nanning, Peoples R China
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Guangxi Med Univ, Affiliated Hosp 1, Dept Gastroenterol, Nanning, Peoples R China
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