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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doaj-bc53f850eedd422cb332df2ec140b3f22021-03-25T05:36:05ZengFrontiers Media S.A.Frontiers in Neuroscience1662-453X2021-03-011510.3389/fnins.2021.614142614142Agonal Factors Distort Gene-Expression Patterns in Human Postmortem BrainsJiacheng Dai0Jiacheng Dai1Yu Chen2Rujia Dai3Yi Jiang4Jianghua Tian5Sihan Liu6Meng Xu7Miao Li8Jiaqi Zhou9Chunyu Liu10Chao Chen11Chao Chen12Center for Medical Genetics, Department of Psychiatry, School of Life Sciences, National Clinical Research Center on Mental Disorders, The Second Xiangya Hospital, Central South University, Changsha, ChinaState Key Laboratory of Genetic Engineering, Human Phenome Institute, and School of Life Sciences, Fudan University, Shanghai, ChinaCenter for Medical Genetics, Department of Psychiatry, School of Life Sciences, National Clinical Research Center on Mental Disorders, The Second Xiangya Hospital, Central South University, Changsha, ChinaUpstate Medical University, Syracuse, NY, United StatesCenter for Medical Genetics, Department of Psychiatry, School of Life Sciences, National Clinical Research Center on Mental Disorders, The Second Xiangya Hospital, Central South University, Changsha, ChinaCenter for Medical Genetics, Department of Psychiatry, School of Life Sciences, National Clinical Research Center on Mental Disorders, The Second Xiangya Hospital, Central South University, Changsha, ChinaCenter for Medical Genetics, Department of Psychiatry, School of Life Sciences, National Clinical Research Center on Mental Disorders, The Second Xiangya Hospital, Central South University, Changsha, ChinaCenter for Medical Genetics, Department of Psychiatry, School of Life Sciences, National Clinical Research Center on Mental Disorders, The Second Xiangya Hospital, Central South University, Changsha, ChinaCenter for Medical Genetics, Department of Psychiatry, School of Life Sciences, National Clinical Research Center on Mental Disorders, The Second Xiangya Hospital, Central South University, Changsha, ChinaCenter for Medical Genetics, Department of Psychiatry, School of Life Sciences, National Clinical Research Center on Mental Disorders, The Second Xiangya Hospital, Central South University, Changsha, ChinaDepartment of Psychiatry, Upstate Medical University, Syracuse, NY, United StatesCenter for Medical Genetics, Department of Psychiatry, School of Life Sciences, National Clinical Research Center on Mental Disorders, The Second Xiangya Hospital, Central South University, Changsha, ChinaNational Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, ChinaAgonal 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.https://www.frontiersin.org/articles/10.3389/fnins.2021.614142/fullagonal factorspost-mortem brain studiesgene expressiongene co-expressionbrain cell types |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Jiacheng Dai Jiacheng Dai Yu Chen Rujia Dai Yi Jiang Jianghua Tian Sihan Liu Meng Xu Miao Li Jiaqi Zhou Chunyu Liu Chao Chen Chao Chen |
spellingShingle |
Jiacheng Dai Jiacheng Dai Yu Chen Rujia Dai Yi Jiang Jianghua Tian Sihan Liu Meng Xu Miao Li Jiaqi Zhou Chunyu Liu Chao Chen Chao Chen Agonal Factors Distort Gene-Expression Patterns in Human Postmortem Brains Frontiers in Neuroscience agonal factors post-mortem brain studies gene expression gene co-expression brain cell types |
author_facet |
Jiacheng Dai Jiacheng Dai Yu Chen Rujia Dai Yi Jiang Jianghua Tian Sihan Liu Meng Xu Miao Li Jiaqi Zhou Chunyu Liu Chao Chen Chao Chen |
author_sort |
Jiacheng Dai |
title |
Agonal Factors Distort Gene-Expression Patterns in Human Postmortem Brains |
title_short |
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_sort |
agonal factors distort gene-expression patterns in human postmortem brains |
publisher |
Frontiers Media S.A. |
series |
Frontiers in Neuroscience |
issn |
1662-453X |
publishDate |
2021-03-01 |
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. |
topic |
agonal factors post-mortem brain studies gene expression gene co-expression brain cell types |
url |
https://www.frontiersin.org/articles/10.3389/fnins.2021.614142/full |
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