TY - JOUR
T1 - Metabolic Network Analysis Reveals Altered Bile Acid Synthesis and Metabolism in Alzheimer's Disease
AU - The Alzheimer's Disease Metabolomics Consortium
AU - Baloni, Priyanka
AU - Funk, Cory C.
AU - Yan, Jingwen
AU - Yurkovich, James T.
AU - Kueider-Paisley, Alexandra
AU - Nho, Kwangsik
AU - Heinken, Almut
AU - Jia, Wei
AU - Mahmoudiandehkordi, Siamak
AU - Louie, Gregory
AU - Saykin, Andrew J.
AU - Arnold, Matthias
AU - Kastenmüller, Gabi
AU - Griffiths, William J.
AU - Thiele, Ines
AU - Kaddurah-Daouk, Rima
AU - Doraiswamy, P. Murali
AU - Blach, Colette
AU - Moseley, Arthur
AU - Thompson, J. Will
AU - Mahmoudiandehkhordi, Siamak
AU - Welsh-Balmer, Kathleen
AU - Plassman, Brenda
AU - Saykin, Andrew
AU - Bhattacharyya, Sudeepa
AU - Han, Xianlin
AU - Baillie, Rebecca
AU - Fiehn, Oliver
AU - Barupal, Dinesh
AU - Meikle, Peter
AU - Mazmanian, Sarkis
AU - Kling, Mitchel
AU - Shaw, Leslie
AU - Trojanowski, John
AU - Toledo, Jon
AU - van Duijin, Cornelia
AU - Hankemier, Thomas
AU - Price, Nathan
AU - Funk, Cory
AU - Wishart, David
AU - Brinton, Roberta
AU - Chang, Rui
AU - Farrer, Lindsay
AU - Au, Rhoda
AU - Qiu, Wendy
AU - Würtz, Peter
AU - Mangravite, Lara
AU - Krumsiek, Jan
AU - Newman, John
AU - Price, Nathan D.
N1 - Funding Information:
The authors would like to thank the AMP-AD Consortium for funding the project and the AMP-AD Knowledge Portal for sharing the data. The authors would also like to thank members of the Hood-Price group at ISB for their support and help. Funding for the ADMC (Alzheimer’s Disease Metabolomics Consortium, led by R.K.-D. at Duke University) was provided by National Institute on Aging (NIA) grant no. 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 NIA grant no. 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). The Religious Orders and the Rush Memory and Aging studies were supported by NIA grant nos. P30AG10161 , R01AG15819 , R01AG17917 , and U01AG46152 . Additionally, M.A., R.K.-D., and G.K. are supported by NIA grant nos. RF1 AG058942 and R01 AG057452 . M.A. and G.K. are also supported by funding from the Qatar National Research Fund NPRP8-061-3-011 . K.N. is supported by NIA grant nos. NLM R01 LM012535 and NIA R03 AG054936 . A.J.S. is supported by NIH grants, including P30 AG010133 , R01 AG019771 , and R01 CA129769 . W.J.G. is supported by funding from the UK Biotechnology and Biological Sciences Research Council (grant nos. BB/I001735/1 and BB/N015932/1 ) and the Engineering and Physical Sciences Research Council via an Impact Acceleration Account to Swansea University . J.T.Y. is supported by the Institute for Systems Biology’s Translational Research Fellows Program .
Funding Information:
The authors would like to thank the AMP-AD Consortium for funding the project and the AMP-AD Knowledge Portal for sharing the data. The authors would also like to thank members of the Hood-Price group at ISB for their support and help. Funding for the ADMC (Alzheimer's Disease Metabolomics Consortium, led by R.K.-D. at Duke University) was provided by National Institute on Aging (NIA) grant no. 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 NIA grant no. 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). The Religious Orders and the Rush Memory and Aging studies were supported by NIA grant nos. P30AG10161, R01AG15819, R01AG17917, andU01AG46152. Additionally, M.A. R.K.-D. and G.K. are supported by NIA grant nos. RF1 AG058942 and R01 AG057452. M.A. and G.K. are also supported by funding from the Qatar National Research Fund NPRP8-061-3-011. K.N. is supported by NIA grant nos. NLM R01 LM012535 and NIA R03 AG054936. A.J.S. is supported by NIH grants, including P30 AG010133, R01 AG019771, and R01 CA129769. W.J.G. is supported by funding from the UK Biotechnology and Biological Sciences Research Council (grant nos. BB/I001735/1 and BB/N015932/1) and the Engineering and Physical Sciences Research Council via an Impact Acceleration Account to Swansea University. J.T.Y. is supported by the Institute for Systems Biology's Translational Research Fellows Program. N.D.P. and R.K.-D. conceived and supervised the study. P.B. reconstructed the brain region-specific metabolic networks; P.B. C.C.F. and J.Y. analyzed the transcriptomics data for post-mortem brain samples downloaded from the AMP-AD knowledge portal; A.K.-P. analyzed the metabolomics data of the brain; I.T. provided the list of metabolites that can cross the BBB; W.J.G. and A.K.-P. provided valuable comments about the BA analysis; W.J. measured the BAs from the post-mortem brain samples; the AMP-AD Consortium and the Alzheimer Disease Metabolomics Consortium collected the transcriptomics and metabolomics data; J.T.Y. and P.B. did the sampling of the metabolic networks; A.H. and I.T. provided the information about the gut microbiome; P.B. C.C.F. J.T.Y. J.Y. A.K.-P. K.N. A.H. S.M. G.L. A.J.S. M.A. G.K. W.J.G. I.T. R.K.-D. and N.D.P. contributed to the writing of this paper. All of the authors reviewed and edited the paper. The authors declare no competing interests.
Publisher Copyright:
© 2020 The Authors
PY - 2020/11/17
Y1 - 2020/11/17
N2 - Increasing evidence suggests Alzheimer's disease (AD) pathophysiology is influenced by primary and secondary bile acids, the end product of cholesterol metabolism. We analyze 2,114 post-mortem brain transcriptomes and identify genes in the alternative bile acid synthesis pathway to be expressed in the brain. A targeted metabolomic analysis of primary and secondary bile acids measured from post-mortem brain samples of 111 individuals supports these results. Our metabolic network analysis suggests that taurine transport, bile acid synthesis, and cholesterol metabolism differ in AD and cognitively normal individuals. We also identify putative transcription factors regulating metabolic genes and influencing altered metabolism in AD. Intriguingly, some bile acids measured in brain tissue cannot be explained by the presence of enzymes responsible for their synthesis, suggesting that they may originate from the gut microbiome and are transported to the brain. These findings motivate further research into bile acid metabolism in AD to elucidate their possible connection to cognitive decline. Baloni et al. use a systems biology approach to identify alterations in cholesterol and bile acid metabolism in Alzheimer disease (AD). Expression of alternative bile acid and neural cholesterol clearance pathway along with transporters of taurine and bile acids suggest the role of the gut-brain axis in AD.
AB - Increasing evidence suggests Alzheimer's disease (AD) pathophysiology is influenced by primary and secondary bile acids, the end product of cholesterol metabolism. We analyze 2,114 post-mortem brain transcriptomes and identify genes in the alternative bile acid synthesis pathway to be expressed in the brain. A targeted metabolomic analysis of primary and secondary bile acids measured from post-mortem brain samples of 111 individuals supports these results. Our metabolic network analysis suggests that taurine transport, bile acid synthesis, and cholesterol metabolism differ in AD and cognitively normal individuals. We also identify putative transcription factors regulating metabolic genes and influencing altered metabolism in AD. Intriguingly, some bile acids measured in brain tissue cannot be explained by the presence of enzymes responsible for their synthesis, suggesting that they may originate from the gut microbiome and are transported to the brain. These findings motivate further research into bile acid metabolism in AD to elucidate their possible connection to cognitive decline. Baloni et al. use a systems biology approach to identify alterations in cholesterol and bile acid metabolism in Alzheimer disease (AD). Expression of alternative bile acid and neural cholesterol clearance pathway along with transporters of taurine and bile acids suggest the role of the gut-brain axis in AD.
KW - Alzheimer's disease
KW - bile acids
KW - cholesterol metabolism
KW - genome-scale metabolic models
KW - metabolomics
KW - transcriptional regulatory networks
KW - transcriptomics
UR - http://www.scopus.com/inward/record.url?scp=85097135825&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85097135825&partnerID=8YFLogxK
U2 - 10.1016/j.xcrm.2020.100138
DO - 10.1016/j.xcrm.2020.100138
M3 - Article
C2 - 33294859
AN - SCOPUS:85097135825
SN - 2666-3791
VL - 1
JO - Cell Reports Medicine
JF - Cell Reports Medicine
IS - 8
M1 - 100138
ER -