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Agonal Factors Distort Gene-Expression Patterns in Human Postmortem Brains

Agonal factors, the conditions that occur just prior to death, can impact the molecular quality of postmortem brains, influencing gene expression results. Our study used gene expression data of 262 samples from ROSMAP with the detailed terminal state recorded for each donor, such as fever, infection...

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Autores principales: Dai, Jiacheng, Chen, Yu, Dai, Rujia, Jiang, Yi, Tian, Jianghua, Liu, Sihan, Xu, Meng, Li, Miao, Zhou, Jiaqi, Liu, Chunyu, Chen, Chao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8027124/
https://www.ncbi.nlm.nih.gov/pubmed/33841074
http://dx.doi.org/10.3389/fnins.2021.614142
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author Dai, Jiacheng
Chen, Yu
Dai, Rujia
Jiang, Yi
Tian, Jianghua
Liu, Sihan
Xu, Meng
Li, Miao
Zhou, Jiaqi
Liu, Chunyu
Chen, Chao
author_facet Dai, Jiacheng
Chen, Yu
Dai, Rujia
Jiang, Yi
Tian, Jianghua
Liu, Sihan
Xu, Meng
Li, Miao
Zhou, Jiaqi
Liu, Chunyu
Chen, Chao
author_sort Dai, Jiacheng
collection PubMed
description Agonal factors, the conditions that occur just prior to death, can impact the molecular quality of postmortem brains, influencing gene expression results. Our study used gene expression data of 262 samples from ROSMAP with the detailed terminal state recorded for each donor, such as fever, infection, and unconsciousness. Fever and infection were the primary contributors to brain gene expression changes, brain cell-type-specific gene expression, and cell proportion changes. Furthermore, we also found that previous studies of gene expression in postmortem brains were confounded by agonal factors. Therefore, correction for agonal factors is important in the step of data preprocessing. Our analyses revealed fever and infection contributing to gene expression changes in postmortem brains and emphasized the necessity of study designs that document and account for agonal factors.
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spelling pubmed-80271242021-04-09 Agonal Factors Distort Gene-Expression Patterns in Human Postmortem Brains Dai, Jiacheng Chen, Yu Dai, Rujia Jiang, Yi Tian, Jianghua Liu, Sihan Xu, Meng Li, Miao Zhou, Jiaqi Liu, Chunyu Chen, Chao Front Neurosci Neuroscience Agonal factors, the conditions that occur just prior to death, can impact the molecular quality of postmortem brains, influencing gene expression results. Our study used gene expression data of 262 samples from ROSMAP with the detailed terminal state recorded for each donor, such as fever, infection, and unconsciousness. Fever and infection were the primary contributors to brain gene expression changes, brain cell-type-specific gene expression, and cell proportion changes. Furthermore, we also found that previous studies of gene expression in postmortem brains were confounded by agonal factors. Therefore, correction for agonal factors is important in the step of data preprocessing. Our analyses revealed fever and infection contributing to gene expression changes in postmortem brains and emphasized the necessity of study designs that document and account for agonal factors. Frontiers Media S.A. 2021-03-25 /pmc/articles/PMC8027124/ /pubmed/33841074 http://dx.doi.org/10.3389/fnins.2021.614142 Text en Copyright © 2021 Dai, Chen, Dai, Jiang, Tian, Liu, Xu, Li, Zhou, Liu and Chen. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Neuroscience
Dai, Jiacheng
Chen, Yu
Dai, Rujia
Jiang, Yi
Tian, Jianghua
Liu, Sihan
Xu, Meng
Li, Miao
Zhou, Jiaqi
Liu, Chunyu
Chen, Chao
Agonal Factors Distort Gene-Expression Patterns in Human Postmortem Brains
title Agonal Factors Distort Gene-Expression Patterns in Human Postmortem Brains
title_full Agonal Factors Distort Gene-Expression Patterns in Human Postmortem Brains
title_fullStr Agonal Factors Distort Gene-Expression Patterns in Human Postmortem Brains
title_full_unstemmed Agonal Factors Distort Gene-Expression Patterns in Human Postmortem Brains
title_short Agonal Factors Distort Gene-Expression Patterns in Human Postmortem Brains
title_sort agonal factors distort gene-expression patterns in human postmortem brains
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8027124/
https://www.ncbi.nlm.nih.gov/pubmed/33841074
http://dx.doi.org/10.3389/fnins.2021.614142
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