Abstract
Introduction: Increasing evidence suggests a role for the gut microbiome in central nervous system disorders and a specific role for the gut-brain axis in neurodegeneration. Bile acids (BAs), products of cholesterol metabolism and clearance, are produced in the liver and are further metabolized by gut bacteria. They have major regulatory and signaling functions and seem dysregulated in Alzheimer's disease (AD). Methods: Serum levels of 15 primary and secondary BAs and their conjugated forms were measured in 1464 subjects including 370 cognitively normal older adults, 284 with early mild cognitive impairment, 505 with late mild cognitive impairment, and 305 AD cases enrolled in the AD Neuroimaging Initiative. We assessed associations of BA profiles including selected ratios with diagnosis, cognition, and AD-related genetic variants, adjusting for confounders and multiple testing. Results: In AD compared to cognitively normal older adults, we observed significantly lower serum concentrations of a primary BA (cholic acid [CA]) and increased levels of the bacterially produced, secondary BA, deoxycholic acid, and its glycine and taurine conjugated forms. An increased ratio of deoxycholic acid:CA, which reflects 7α-dehydroxylation of CA by gut bacteria, strongly associated with cognitive decline, a finding replicated in serum and brain samples in the Rush Religious Orders and Memory and Aging Project. Several genetic variants in immune response–related genes implicated in AD showed associations with BA profiles. Discussion: We report for the first time an association between altered BA profile, genetic variants implicated in AD, and cognitive changes in disease using a large multicenter study. These findings warrant further investigation of gut dysbiosis and possible role of gut-liver-brain axis in the pathogenesis of AD.
Original language | English (US) |
---|---|
Pages (from-to) | 76-92 |
Number of pages | 17 |
Journal | Alzheimer's and Dementia |
Volume | 15 |
Issue number | 1 |
DOIs | |
State | Published - Jan 2019 |
Keywords
- Alzheimer's disease
- Atlas for Alzheimer
- Genetic variants
- Gut microbiome
- Gut-liver-brain axis
- Immunity
- Inflammation
- Lipidomics
- Metabolome
- Metabolomics
ASJC Scopus subject areas
- Epidemiology
- Health Policy
- Developmental Neuroscience
- Clinical Neurology
- Geriatrics and Gerontology
- Psychiatry and Mental health
- Cellular and Molecular Neuroscience
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In: Alzheimer's and Dementia, Vol. 15, No. 1, 01.2019, p. 76-92.
Research output: Contribution to journal › Article › peer-review
}
TY - JOUR
T1 - Altered bile acid profile associates with cognitive impairment in Alzheimer's disease—An emerging role for gut microbiome
AU - Alzheimer's Disease Neuroimaging Initiative and the Alzheimer Disease Metabolomics Consortium
AU - MahmoudianDehkordi, Siamak
AU - Arnold, Matthias
AU - Nho, Kwangsik
AU - Ahmad, Shahzad
AU - Jia, Wei
AU - Xie, Guoxiang
AU - Louie, Gregory
AU - Kueider-Paisley, Alexandra
AU - Moseley, M. Arthur
AU - Thompson, J. Will
AU - St John Williams, Lisa
AU - Tenenbaum, Jessica D.
AU - Blach, Colette
AU - Baillie, Rebecca
AU - Han, Xianlin
AU - Bhattacharyya, Sudeepa
AU - Toledo, Jon B.
AU - Schafferer, Simon
AU - Klein, Sebastian
AU - Koal, Therese
AU - Risacher, Shannon L.
AU - Kling, Mitchel Allan
AU - Motsinger-Reif, Alison
AU - Rotroff, Daniel M.
AU - Jack, John
AU - Hankemeier, Thomas
AU - Bennett, David A.
AU - De Jager, Philip L.
AU - Trojanowski, John Q.
AU - Shaw, Leslie M.
AU - Weiner, Michael W.
AU - Doraiswamy, P. Murali
AU - van Duijn, Cornelia M.
AU - Saykin, Andrew J.
AU - Kastenmüller, Gabi
AU - Kaddurah-Daouk, Rima
N1 - Funding Information: The work of various Consortium Investigators is also supported by various NIA grants ( U01AG024904-09S4 , P50NS053488 , R01AG19771 , P30AG10133 , P30AG10124 , K01AG049050 , R03AG054936), the National Library of Medicine ( R01LM011360 , R00LM011384 , R01 LM012535), and the National Institute of Biomedical Imaging and Bioengineering ( R01EB022574) . Additional support came from Helmholtz Zentrum , the Alzheimer's Association , the Indiana Clinical and Translational Science Institute , and the Indiana University –IU Health Strategic Neuroscience Research Initiative. Funding Information: J.B.T. reports investigator-initiated research support from Eli Lilly unrelated to the work reported here. S.S., S.K, and T.K. are employed by Biocrates Life Sciences AG. These authors have no other financial relationships relevant to this article to disclose. J.Q.T. may accrue revenue in the future on patents submitted by the University of Pennsylvania wherein he is a coinventor and he received revenue from the sale of Avid to Eli Lily as a coinventor on imaging-related patents submitted by the University of Pennsylvania. L.M.S. receives research funding from NIH ( U01 AG024904 ; R01 MH 098260 ; R01 AG 046171 ; 1RF AG 051550 ) and MJFox Foundation for PD Research and is a consultant for Eli Lilly, Novartis, and Roche; he provides QC oversight for the Roche Elecsys immunoassay as part of responsibilities for the ADNI3 study. A.J.S. reports investigator-initiated research support from Eli Lilly unrelated to the work reported here. He has received consulting fees and travel expenses from Eli Lilly and Siemens Healthcare and is a consultant to Arkley BioTek. He also receives support from Springer publishing as an editor-in-chief of Brain Imaging and Behavior. M.W.W. reports stock/stock options from Elan, Synarc, travel expenses from Novartis, Tohoku University, Fundacio Ace, Travel eDreams, MCI Group, NSAS, Danone Trading, ANT Congress, NeuroVigil, CHRU-Hopital Roger Salengro, Siemens, AstraZeneca, Geneva University Hospitals, Lilly, University of California, San Diego–ADNI, Paris University, Institut Catala de Neurociencies Aplicades, University of New Mexico School of Medicine, Ipsen, Clinical Trials on Alzheimer's Disease, Pfizer, AD PD meeting. P.M.D. has received research grants and advisory/speaking fees from several companies for other projects, and he owns stock in several companies. Full disclosures will be made through the IJCME form. R.K.D. is inventor on key patents in the field of metabolomics including applications for Alzheimer disease. All other authors report no disclosures. Funding Information: Funding for ADMC (Alzheimer's Disease Metabolomics Consortium, led by Rima Kaddurah-Daouk at Duke University) was provided by the National Institute on Aging grant R01AG046171, a component of the Accelerated Medicines Partnership for AD (AMP-AD) Target Discovery and Preclinical Validation Project (https://www.nia.nih.gov/research/dn/amp-ad-target-discovery-and-preclinical-validation-project) and the National Institute on Aging grant RF1 AG0151550, a component of the M2OVE-AD Consortium (Molecular Mechanisms of the Vascular Etiology of AD–Consortium (https://www.nia.nih.gov/news/decoding-molecular-ties-between-vascular-disease-and-alzheimers).Data collection and sharing for this project was funded by the Alzheimer's Disease Neuroimaging Initiative (ADNI) (National Institutes of Health grant U01 AG024904) and DOD ADNI (Department of Defense award number W81XWH-12-2-0012). ADNI is funded by the National Institute on Aging, the National Institute of Biomedical Imaging and Bioengineering, and through generous contributions from the following: AbbVie, Alzheimer's Association; Alzheimer's Drug Discovery Foundation; Araclon Biotech; BioClinica, Inc.; Biogen; Bristol-Myers Squibb Company; CereSpir, Inc.; Eisai Inc.; Elan Pharmaceuticals, Inc.; Eli Lilly and Company; EuroImmun; F. Hoffmann-La Roche Ltd and its affiliated company Genentech, Inc.; Fujirebio; GE Healthcare; IXICO Ltd.; Janssen Alzheimer Immunotherapy Research & Development, LLC.; Johnson & Johnson Pharmaceutical Research & Development LLC.; Lumosity; Lundbeck; Merck & Co., Inc.; Meso Scale Diagnostics, LLC.; NeuroRx Research; Neurotrack Technologies; Novartis Pharmaceuticals Corporation; Pfizer Inc.; Piramal Imaging; Servier; Takeda Pharmaceutical Company; and Transition Therapeutics. The Canadian Institutes of Health Research is providing funds to support ADNI clinical sites in Canada. Private sector contributions are facilitated by the Foundation for the National Institutes of Health (www.fnih.org). The grantee organization is the Northern California Institute for Research and Education, and the study is coordinated by the Alzheimer's Disease Cooperative Study at the University of California, San Diego. ADNI data are disseminated by the Laboratory for Neuro Imaging at the University of Southern California.The work of various Consortium Investigators is also supported by various NIA grants (U01AG024904-09S4, P50NS053488, R01AG19771, P30AG10133, P30AG10124, K01AG049050, R03AG054936), the National Library of Medicine (R01LM011360, R00LM011384, R01 LM012535), and the National Institute of Biomedical Imaging and Bioengineering (R01EB022574). Additional support came from Helmholtz Zentrum, the Alzheimer's Association, the Indiana Clinical and Translational Science Institute, and the Indiana University–IU Health Strategic Neuroscience Research Initiative.J.B.T. reports investigator-initiated research support from Eli Lilly unrelated to the work reported here. S.S., S.K, and T.K. are employed by Biocrates Life Sciences AG. These authors have no other financial relationships relevant to this article to disclose. J.Q.T. may accrue revenue in the future on patents submitted by the University of Pennsylvania wherein he is a coinventor and he received revenue from the sale of Avid to Eli Lily as a coinventor on imaging-related patents submitted by the University of Pennsylvania. L.M.S. receives research funding from NIH (U01 AG024904; R01 MH 098260; R01 AG 046171; 1RF AG 051550) and MJFox Foundation for PD Research and is a consultant for Eli Lilly, Novartis, and Roche; he provides QC oversight for the Roche Elecsys immunoassay as part of responsibilities for the ADNI3 study. A.J.S. reports investigator-initiated research support from Eli Lilly unrelated to the work reported here. He has received consulting fees and travel expenses from Eli Lilly and Siemens Healthcare and is a consultant to Arkley BioTek. He also receives support from Springer publishing as an editor-in-chief of Brain Imaging and Behavior. M.W.W. reports stock/stock options from Elan, Synarc, travel expenses from Novartis, Tohoku University, Fundacio Ace, Travel eDreams, MCI Group, NSAS, Danone Trading, ANT Congress, NeuroVigil, CHRU-Hopital Roger Salengro, Siemens, AstraZeneca, Geneva University Hospitals, Lilly, University of California, San Diego–ADNI, Paris University, Institut Catala de Neurociencies Aplicades, University of New Mexico School of Medicine, Ipsen, Clinical Trials on Alzheimer's Disease, Pfizer, AD PD meeting. P.M.D. has received research grants and advisory/speaking fees from several companies for other projects, and he owns stock in several companies. Full disclosures will be made through the IJCME form. R.K.D. is inventor on key patents in the field of metabolomics including applications for Alzheimer disease. All other authors report no disclosures. Funding Information: The Rotterdam Study is funded by Erasmus Medical Center and Erasmus University, Rotterdam, Netherlands Organization for the Health Research and Development (ZonMw), the Research Institute for Diseases in the Elderly (RIDE), the Ministry of Education, Culture and Science, the Ministry for Health, Welfare and Sports, the European Commission (DG XII), and the Municipality of Rotterdam. The authors are grateful to the study participants, the staff from the Rotterdam Study and the participating general practitioners and pharmacists. The generation and management of GWAS genotype data for the Rotterdam Study (RS-I, RS-II, RS-III) was executed by the Human Genotyping Facility of the Genetic Laboratory of the Department of Internal Medicine, Erasmus MC, Rotterdam, The Netherlands. The GWAS datasets are supported by the Netherlands Organization of Scientific Research NWO Investments (Project number 175.010.2005.011, 911-03-012), the Genetic Laboratory of the Department of Internal Medicine, Erasmus MC, the Research Institute for Diseases in the Elderly (014-93-015; RIDE2), the Netherlands Genomics Initiative (NGI)/Netherlands Organization for Scientific Research (NWO) Netherlands Consortium for Healthy Aging (NCHA), project number 050-060-810. We thank Pascal Arp, Mila Jhamai, Marijn Verkerk, Lizbeth Herrera and Marjolein Peters, MSc, and Carolina Medina-Gomez, MSc, for their help in creating the GWAS database, and Karol Estrada, PhD, Yurii Aulchenko, PhD, and Carolina Medina-Gomez, MSc, for the creation and analysis of imputed data. Funding Information: The Religious Orders and the Rush Memory and Aging studies were supported by the National Institute on Aging grants P30AG10161, R01AG15819, R01AG17917, and U01AG46152. Funding Information: Funding for ADMC (Alzheimer's Disease Metabolomics Consortium, led by Rima Kaddurah-Daouk at Duke University) was provided by the National Institute on Aging grant R01AG046171 , a component of the Accelerated Medicines Partnership for AD (AMP-AD) Target Discovery and Preclinical Validation Project ( https://www.nia.nih.gov/research/dn/amp-ad-target-discovery-and-preclinical-validation-project ) and the National Institute on Aging grant RF1 AG0151550 , a component of the M 2 OVE-AD Consortium (Molecular Mechanisms of the Vascular Etiology of AD–Consortium ( https://www.nia.nih.gov/news/decoding-molecular-ties-between-vascular-disease-and-alzheimers ). Publisher Copyright: © 2018 The Authors
PY - 2019/1
Y1 - 2019/1
N2 - Introduction: Increasing evidence suggests a role for the gut microbiome in central nervous system disorders and a specific role for the gut-brain axis in neurodegeneration. Bile acids (BAs), products of cholesterol metabolism and clearance, are produced in the liver and are further metabolized by gut bacteria. They have major regulatory and signaling functions and seem dysregulated in Alzheimer's disease (AD). Methods: Serum levels of 15 primary and secondary BAs and their conjugated forms were measured in 1464 subjects including 370 cognitively normal older adults, 284 with early mild cognitive impairment, 505 with late mild cognitive impairment, and 305 AD cases enrolled in the AD Neuroimaging Initiative. We assessed associations of BA profiles including selected ratios with diagnosis, cognition, and AD-related genetic variants, adjusting for confounders and multiple testing. Results: In AD compared to cognitively normal older adults, we observed significantly lower serum concentrations of a primary BA (cholic acid [CA]) and increased levels of the bacterially produced, secondary BA, deoxycholic acid, and its glycine and taurine conjugated forms. An increased ratio of deoxycholic acid:CA, which reflects 7α-dehydroxylation of CA by gut bacteria, strongly associated with cognitive decline, a finding replicated in serum and brain samples in the Rush Religious Orders and Memory and Aging Project. Several genetic variants in immune response–related genes implicated in AD showed associations with BA profiles. Discussion: We report for the first time an association between altered BA profile, genetic variants implicated in AD, and cognitive changes in disease using a large multicenter study. These findings warrant further investigation of gut dysbiosis and possible role of gut-liver-brain axis in the pathogenesis of AD.
AB - Introduction: Increasing evidence suggests a role for the gut microbiome in central nervous system disorders and a specific role for the gut-brain axis in neurodegeneration. Bile acids (BAs), products of cholesterol metabolism and clearance, are produced in the liver and are further metabolized by gut bacteria. They have major regulatory and signaling functions and seem dysregulated in Alzheimer's disease (AD). Methods: Serum levels of 15 primary and secondary BAs and their conjugated forms were measured in 1464 subjects including 370 cognitively normal older adults, 284 with early mild cognitive impairment, 505 with late mild cognitive impairment, and 305 AD cases enrolled in the AD Neuroimaging Initiative. We assessed associations of BA profiles including selected ratios with diagnosis, cognition, and AD-related genetic variants, adjusting for confounders and multiple testing. Results: In AD compared to cognitively normal older adults, we observed significantly lower serum concentrations of a primary BA (cholic acid [CA]) and increased levels of the bacterially produced, secondary BA, deoxycholic acid, and its glycine and taurine conjugated forms. An increased ratio of deoxycholic acid:CA, which reflects 7α-dehydroxylation of CA by gut bacteria, strongly associated with cognitive decline, a finding replicated in serum and brain samples in the Rush Religious Orders and Memory and Aging Project. Several genetic variants in immune response–related genes implicated in AD showed associations with BA profiles. Discussion: We report for the first time an association between altered BA profile, genetic variants implicated in AD, and cognitive changes in disease using a large multicenter study. These findings warrant further investigation of gut dysbiosis and possible role of gut-liver-brain axis in the pathogenesis of AD.
KW - Alzheimer's disease
KW - Atlas for Alzheimer
KW - Genetic variants
KW - Gut microbiome
KW - Gut-liver-brain axis
KW - Immunity
KW - Inflammation
KW - Lipidomics
KW - Metabolome
KW - Metabolomics
UR - http://www.scopus.com/inward/record.url?scp=85060044260&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85060044260&partnerID=8YFLogxK
U2 - 10.1016/j.jalz.2018.07.217
DO - 10.1016/j.jalz.2018.07.217
M3 - Article
C2 - 30337151
AN - SCOPUS:85060044260
SN - 1552-5260
VL - 15
SP - 76
EP - 92
JO - Alzheimer's and Dementia
JF - Alzheimer's and Dementia
IS - 1
ER -