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A molecular network of the aging human brain provides insights into the pathology and cognitive decline of Alzheimer’s disease
There is a need for new therapeutic targets with which to prevent Alzheimer’s disease (AD), a major contributor to aging-related cognitive decline. Here, we report the construction and validation of a molecular network of the aging human frontal cortex. Using RNA sequence data from 478 individuals,...
Autores principales: | , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6599633/ https://www.ncbi.nlm.nih.gov/pubmed/29802388 http://dx.doi.org/10.1038/s41593-018-0154-9 |
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author | Mostafavi, Sara Gaiteri, Chris Sullivan, Sarah E. White, Charles C. Tasaki, Shinya Xu, Jishu Taga, Mariko Klein, Hans-Ulrich Patrick, Ellis Komashko, Vitalina McCabe, Cristin Smith, Robert Bradshaw, Elizabeth M. Root, David E. Regev, Aviv Yu, Lei Chibnik, Lori B. Schneider, Julie A. Young-Pearse, Tracy L. Bennett, David A. De Jager, Philip L. |
author_facet | Mostafavi, Sara Gaiteri, Chris Sullivan, Sarah E. White, Charles C. Tasaki, Shinya Xu, Jishu Taga, Mariko Klein, Hans-Ulrich Patrick, Ellis Komashko, Vitalina McCabe, Cristin Smith, Robert Bradshaw, Elizabeth M. Root, David E. Regev, Aviv Yu, Lei Chibnik, Lori B. Schneider, Julie A. Young-Pearse, Tracy L. Bennett, David A. De Jager, Philip L. |
author_sort | Mostafavi, Sara |
collection | PubMed |
description | There is a need for new therapeutic targets with which to prevent Alzheimer’s disease (AD), a major contributor to aging-related cognitive decline. Here, we report the construction and validation of a molecular network of the aging human frontal cortex. Using RNA sequence data from 478 individuals, we first build a molecular network using modules of coexpressed genes and then relate these modules to AD and its neuropathologic and cognitive endophenotypes. We confirm these associations in two independent AD datasets as well as in epigenomic data. We also illustrate the use of the network in prioritizing amyloid-associated genes for in vitro validation in human neurons and astrocytes. These analyses based on unique cohorts enable us to resolve the role of distinct cortical modules that have a direct effect on the accumulation of AD pathology from those that have a direct effect on cognitive decline, exemplifying a network approach to complex diseases. |
format | Online Article Text |
id | pubmed-6599633 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
record_format | MEDLINE/PubMed |
spelling | pubmed-65996332019-06-30 A molecular network of the aging human brain provides insights into the pathology and cognitive decline of Alzheimer’s disease Mostafavi, Sara Gaiteri, Chris Sullivan, Sarah E. White, Charles C. Tasaki, Shinya Xu, Jishu Taga, Mariko Klein, Hans-Ulrich Patrick, Ellis Komashko, Vitalina McCabe, Cristin Smith, Robert Bradshaw, Elizabeth M. Root, David E. Regev, Aviv Yu, Lei Chibnik, Lori B. Schneider, Julie A. Young-Pearse, Tracy L. Bennett, David A. De Jager, Philip L. Nat Neurosci Article There is a need for new therapeutic targets with which to prevent Alzheimer’s disease (AD), a major contributor to aging-related cognitive decline. Here, we report the construction and validation of a molecular network of the aging human frontal cortex. Using RNA sequence data from 478 individuals, we first build a molecular network using modules of coexpressed genes and then relate these modules to AD and its neuropathologic and cognitive endophenotypes. We confirm these associations in two independent AD datasets as well as in epigenomic data. We also illustrate the use of the network in prioritizing amyloid-associated genes for in vitro validation in human neurons and astrocytes. These analyses based on unique cohorts enable us to resolve the role of distinct cortical modules that have a direct effect on the accumulation of AD pathology from those that have a direct effect on cognitive decline, exemplifying a network approach to complex diseases. 2018-05-25 2018-06 /pmc/articles/PMC6599633/ /pubmed/29802388 http://dx.doi.org/10.1038/s41593-018-0154-9 Text en Users may view, print, copy, and download text and data-mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use:http://www.nature.com/authors/editorial_policies/license.html#terms |
spellingShingle | Article Mostafavi, Sara Gaiteri, Chris Sullivan, Sarah E. White, Charles C. Tasaki, Shinya Xu, Jishu Taga, Mariko Klein, Hans-Ulrich Patrick, Ellis Komashko, Vitalina McCabe, Cristin Smith, Robert Bradshaw, Elizabeth M. Root, David E. Regev, Aviv Yu, Lei Chibnik, Lori B. Schneider, Julie A. Young-Pearse, Tracy L. Bennett, David A. De Jager, Philip L. A molecular network of the aging human brain provides insights into the pathology and cognitive decline of Alzheimer’s disease |
title | A molecular network of the aging human brain provides insights into the pathology and cognitive decline of Alzheimer’s disease |
title_full | A molecular network of the aging human brain provides insights into the pathology and cognitive decline of Alzheimer’s disease |
title_fullStr | A molecular network of the aging human brain provides insights into the pathology and cognitive decline of Alzheimer’s disease |
title_full_unstemmed | A molecular network of the aging human brain provides insights into the pathology and cognitive decline of Alzheimer’s disease |
title_short | A molecular network of the aging human brain provides insights into the pathology and cognitive decline of Alzheimer’s disease |
title_sort | molecular network of the aging human brain provides insights into the pathology and cognitive decline of alzheimer’s disease |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6599633/ https://www.ncbi.nlm.nih.gov/pubmed/29802388 http://dx.doi.org/10.1038/s41593-018-0154-9 |
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