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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...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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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. |
format | Online Article Text |
id | pubmed-8027124 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
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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