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Integrated analyses of brain and platelet omics reveal their common altered and driven molecules in Alzheimer's disease

Platelets may serve as a perfect peripheral source for exploring diagnostic biomarkers for Alzheimer's disease (AD); however, the molecular linkage between platelet and the brain is missing. To find the common altered and driving molecules in both brain and the platelet, we performed an integra...

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Autores principales: Yu, Haitao, Li, Mengzhu, Pan, Qihang, Liu, Yanchao, Zhang, Yao, He, Ting, Yang, Huisheng, Xiao, Yue, Weng, Ying, Gao, Yang, Ke, Dan, Chai, Gaoshang, Wang, Jian‐Zhi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9560744/
https://www.ncbi.nlm.nih.gov/pubmed/36254251
http://dx.doi.org/10.1002/mco2.180
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author Yu, Haitao
Li, Mengzhu
Pan, Qihang
Liu, Yanchao
Zhang, Yao
He, Ting
Yang, Huisheng
Xiao, Yue
Weng, Ying
Gao, Yang
Ke, Dan
Chai, Gaoshang
Wang, Jian‐Zhi
author_facet Yu, Haitao
Li, Mengzhu
Pan, Qihang
Liu, Yanchao
Zhang, Yao
He, Ting
Yang, Huisheng
Xiao, Yue
Weng, Ying
Gao, Yang
Ke, Dan
Chai, Gaoshang
Wang, Jian‐Zhi
author_sort Yu, Haitao
collection PubMed
description Platelets may serve as a perfect peripheral source for exploring diagnostic biomarkers for Alzheimer's disease (AD); however, the molecular linkage between platelet and the brain is missing. To find the common altered and driving molecules in both brain and the platelet, we performed an integrated analysis of our platelet omics and brain omics reported in the literature, and analyzed their correlations with AD‐specific pathology and cognitive impairment. By integrating the gene and protein expression profiles from 269 AD patients, we deduced 239 differentially expressed proteins (DEPs) appeared in both brain and the platelet, and 70.3% of them had consistent changes. Further analysis demonstrated that the altered brain and peripheral regulations were pinpointed into 10 imbalanced pathways. We also found that 117 DEPs, including ADAM10, were closely associated to the AD‐specific β‐amyloid and tau pathologies; and the changes of IDH3B and RTN1 had a potential diagnostic value for cognitive impairment analyzed by machine learning. Finally, we identified that HMOX2 and SERPINA3 could serve as driving molecules in neurodegeneration, and they were increased and decreased in AD patients, respectively. Together, this integrated brain and platelet omics provides a valuable resource for establishing efficient peripheral diagnostic biomarkers and potential therapeutic targets for AD.
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spelling pubmed-95607442022-10-16 Integrated analyses of brain and platelet omics reveal their common altered and driven molecules in Alzheimer's disease Yu, Haitao Li, Mengzhu Pan, Qihang Liu, Yanchao Zhang, Yao He, Ting Yang, Huisheng Xiao, Yue Weng, Ying Gao, Yang Ke, Dan Chai, Gaoshang Wang, Jian‐Zhi MedComm (2020) Original Articles Platelets may serve as a perfect peripheral source for exploring diagnostic biomarkers for Alzheimer's disease (AD); however, the molecular linkage between platelet and the brain is missing. To find the common altered and driving molecules in both brain and the platelet, we performed an integrated analysis of our platelet omics and brain omics reported in the literature, and analyzed their correlations with AD‐specific pathology and cognitive impairment. By integrating the gene and protein expression profiles from 269 AD patients, we deduced 239 differentially expressed proteins (DEPs) appeared in both brain and the platelet, and 70.3% of them had consistent changes. Further analysis demonstrated that the altered brain and peripheral regulations were pinpointed into 10 imbalanced pathways. We also found that 117 DEPs, including ADAM10, were closely associated to the AD‐specific β‐amyloid and tau pathologies; and the changes of IDH3B and RTN1 had a potential diagnostic value for cognitive impairment analyzed by machine learning. Finally, we identified that HMOX2 and SERPINA3 could serve as driving molecules in neurodegeneration, and they were increased and decreased in AD patients, respectively. Together, this integrated brain and platelet omics provides a valuable resource for establishing efficient peripheral diagnostic biomarkers and potential therapeutic targets for AD. John Wiley and Sons Inc. 2022-10-13 /pmc/articles/PMC9560744/ /pubmed/36254251 http://dx.doi.org/10.1002/mco2.180 Text en © 2022 The Authors. MedComm published by Sichuan International Medical Exchange & Promotion Association (SCIMEA) and John Wiley & Sons Australia, Ltd. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Articles
Yu, Haitao
Li, Mengzhu
Pan, Qihang
Liu, Yanchao
Zhang, Yao
He, Ting
Yang, Huisheng
Xiao, Yue
Weng, Ying
Gao, Yang
Ke, Dan
Chai, Gaoshang
Wang, Jian‐Zhi
Integrated analyses of brain and platelet omics reveal their common altered and driven molecules in Alzheimer's disease
title Integrated analyses of brain and platelet omics reveal their common altered and driven molecules in Alzheimer's disease
title_full Integrated analyses of brain and platelet omics reveal their common altered and driven molecules in Alzheimer's disease
title_fullStr Integrated analyses of brain and platelet omics reveal their common altered and driven molecules in Alzheimer's disease
title_full_unstemmed Integrated analyses of brain and platelet omics reveal their common altered and driven molecules in Alzheimer's disease
title_short Integrated analyses of brain and platelet omics reveal their common altered and driven molecules in Alzheimer's disease
title_sort integrated analyses of brain and platelet omics reveal their common altered and driven molecules in alzheimer's disease
topic Original Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9560744/
https://www.ncbi.nlm.nih.gov/pubmed/36254251
http://dx.doi.org/10.1002/mco2.180
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