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A Bioinformatics Approach Toward Unravelling the Synaptic Molecular Crosstalk Between Alzheimer’s Disease and Diabetes

BACKGROUND: Increasing evidence links impaired brain insulin signaling and insulin resistance to the development of Alzheimer’s disease (AD). OBJECTIVE: This evidence prompted a search for molecular players common to AD and diabetes mellitus (DM). METHODS: The work incorporated studies based on a pr...

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Autores principales: Alves, Steven R., da Cruz e Silva, Cristóvão, Rosa, Ilka M., Henriques, Ana Gabriela, da Cruz e Silva, Odete A.B.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: IOS Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9108712/
https://www.ncbi.nlm.nih.gov/pubmed/35253743
http://dx.doi.org/10.3233/JAD-215059
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author Alves, Steven R.
da Cruz e Silva, Cristóvão
Rosa, Ilka M.
Henriques, Ana Gabriela
da Cruz e Silva, Odete A.B.
author_facet Alves, Steven R.
da Cruz e Silva, Cristóvão
Rosa, Ilka M.
Henriques, Ana Gabriela
da Cruz e Silva, Odete A.B.
author_sort Alves, Steven R.
collection PubMed
description BACKGROUND: Increasing evidence links impaired brain insulin signaling and insulin resistance to the development of Alzheimer’s disease (AD). OBJECTIVE: This evidence prompted a search for molecular players common to AD and diabetes mellitus (DM). METHODS: The work incorporated studies based on a primary care-based cohort (pcb-Cohort) and a bioinformatics analysis to identify central nodes, that are key players in AD and insulin signaling (IS) pathways. The interactome for each of these key proteins was retrieved and network maps were developed for AD and IS. Synaptic enrichment was performed to reveal synaptic common hubs. RESULTS: Cohort analysis showed that individuals with DM exhibited a correlation with poor performance in the Mini-Mental State Examination (MMSE) cognitive test. Additionally, APOE ɛ2 allele carriers appear to potentially be relatively more protected against both DM and cognitive deficits. Ten clusters were identified in this network and 32 key synaptic proteins were common to AD and IS. Given the relevance of signaling pathways, another network was constructed focusing on protein kinases and protein phosphatases, and the top 6 kinase nodes (LRRK2, GSK3B, AKT1, EGFR, MAPK1, and FYN) were further analyzed. CONCLUSION: This allowed the elaboration of signaling cascades directly impacting AβPP and tau, whereby distinct signaling pathway play a major role and strengthen an AD-IS link at a molecular level.
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spelling pubmed-91087122022-05-18 A Bioinformatics Approach Toward Unravelling the Synaptic Molecular Crosstalk Between Alzheimer’s Disease and Diabetes Alves, Steven R. da Cruz e Silva, Cristóvão Rosa, Ilka M. Henriques, Ana Gabriela da Cruz e Silva, Odete A.B. J Alzheimers Dis Research Article BACKGROUND: Increasing evidence links impaired brain insulin signaling and insulin resistance to the development of Alzheimer’s disease (AD). OBJECTIVE: This evidence prompted a search for molecular players common to AD and diabetes mellitus (DM). METHODS: The work incorporated studies based on a primary care-based cohort (pcb-Cohort) and a bioinformatics analysis to identify central nodes, that are key players in AD and insulin signaling (IS) pathways. The interactome for each of these key proteins was retrieved and network maps were developed for AD and IS. Synaptic enrichment was performed to reveal synaptic common hubs. RESULTS: Cohort analysis showed that individuals with DM exhibited a correlation with poor performance in the Mini-Mental State Examination (MMSE) cognitive test. Additionally, APOE ɛ2 allele carriers appear to potentially be relatively more protected against both DM and cognitive deficits. Ten clusters were identified in this network and 32 key synaptic proteins were common to AD and IS. Given the relevance of signaling pathways, another network was constructed focusing on protein kinases and protein phosphatases, and the top 6 kinase nodes (LRRK2, GSK3B, AKT1, EGFR, MAPK1, and FYN) were further analyzed. CONCLUSION: This allowed the elaboration of signaling cascades directly impacting AβPP and tau, whereby distinct signaling pathway play a major role and strengthen an AD-IS link at a molecular level. IOS Press 2022-04-19 /pmc/articles/PMC9108712/ /pubmed/35253743 http://dx.doi.org/10.3233/JAD-215059 Text en © 2022 – The authors. Published by IOS Press https://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution Non-Commercial (CC BY-NC 4.0) License (https://creativecommons.org/licenses/by-nc/4.0/) , which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Alves, Steven R.
da Cruz e Silva, Cristóvão
Rosa, Ilka M.
Henriques, Ana Gabriela
da Cruz e Silva, Odete A.B.
A Bioinformatics Approach Toward Unravelling the Synaptic Molecular Crosstalk Between Alzheimer’s Disease and Diabetes
title A Bioinformatics Approach Toward Unravelling the Synaptic Molecular Crosstalk Between Alzheimer’s Disease and Diabetes
title_full A Bioinformatics Approach Toward Unravelling the Synaptic Molecular Crosstalk Between Alzheimer’s Disease and Diabetes
title_fullStr A Bioinformatics Approach Toward Unravelling the Synaptic Molecular Crosstalk Between Alzheimer’s Disease and Diabetes
title_full_unstemmed A Bioinformatics Approach Toward Unravelling the Synaptic Molecular Crosstalk Between Alzheimer’s Disease and Diabetes
title_short A Bioinformatics Approach Toward Unravelling the Synaptic Molecular Crosstalk Between Alzheimer’s Disease and Diabetes
title_sort bioinformatics approach toward unravelling the synaptic molecular crosstalk between alzheimer’s disease and diabetes
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9108712/
https://www.ncbi.nlm.nih.gov/pubmed/35253743
http://dx.doi.org/10.3233/JAD-215059
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