Schizophrenia Plays a Negative Role in the Pathological Development of Myocardial Infarction at Multiple Biological Levels

It has shown that schizophrenia (SCZ) is associated with a higher chance of myocardial infarction (MI) and increased mortality. However, the underlying mechanism is largely unknown. Here, we first constructed a literature-based genetic pathway linking SCZ and MI, and then we tested the expression le...

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Main Authors: Xiaorong Yang, Yao Chen, Huiyao Wang, Xia Fu, Kamil Can Kural, Hongbao Cao, Ying Li
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-06-01
Series:Frontiers in Genetics
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fgene.2021.607690/full
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spelling doaj-8b812fdbadd14befa25fe5832673381f2021-06-03T05:28:52ZengFrontiers Media S.A.Frontiers in Genetics1664-80212021-06-011210.3389/fgene.2021.607690607690Schizophrenia Plays a Negative Role in the Pathological Development of Myocardial Infarction at Multiple Biological LevelsXiaorong Yang0Yao Chen1Huiyao Wang2Xia Fu3Kamil Can Kural4Hongbao Cao5Hongbao Cao6Ying Li7Department of Outpatient, West China Hospital, Sichuan University/West China School of Nursing, Sichuan University, Chengdu, ChinaDepartment of Outpatient, West China Hospital, Sichuan University/West China School of Nursing, Sichuan University, Chengdu, ChinaMental Health Center of West China Hospital, Sichuan University, Chengdu, ChinaDepartment of Outpatient, West China Hospital, Sichuan University/West China School of Nursing, Sichuan University, Chengdu, ChinaSchool of Systems Biology, George Mason University (GMU), Fairfax, VA, United StatesSchool of Systems Biology, George Mason University (GMU), Fairfax, VA, United StatesDepartment of Psychiatry, First Hospital/First Clinical Medical College of Shanxi Medical University, Taiyuan, ChinaThe Center of Gerontology and Geriatrics, National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, ChinaIt has shown that schizophrenia (SCZ) is associated with a higher chance of myocardial infarction (MI) and increased mortality. However, the underlying mechanism is largely unknown. Here, we first constructed a literature-based genetic pathway linking SCZ and MI, and then we tested the expression levels of the genes involved in the pathway by a meta-analysis using nine gene expression datasets of MI. In addition, a literature-based data mining process was conducted to explore the connection between SCZ at different levels: small molecules, complex molecules, and functional classes. The genetic pathway revealed nine genes connecting SCZ and MI. Specifically, SCZ activates two promoters of MI (IL6 and CRP) and deactivates seven inhibitors of MI (ADIPOQ, SOD2, TXN, NGF, ADORA1, NOS1, and CTNNB1), suggesting that no protective role of SCZ in MI was detected. Meta-analysis showed that one promoter of MI (CRP) presented no significant increase, and six out of seven genetic inhibitors of MI demonstrated minor to moderately increased expression. Therefore, the elevation of CRP and inhibition of the six inhibitors of MI by SCZ could be critical pathways to promote MI. Nine other regulators of MI were influenced by SCZ, including two gene families (inflammatory cytokine and IL1 family), five small molecules (lipid peroxide, superoxide, ATP, ascorbic acid, melatonin, arachidonic acid), and two complexes (CaM kinase 2 and IL23). Our results suggested that SCZ promotes the development and progression of MI at different levels, including genes, small molecules, complex molecules, and functional classes.https://www.frontiersin.org/articles/10.3389/fgene.2021.607690/fullschizophreniamyocardial infarctiongenetic pathwayregression analysismeta-analysis
collection DOAJ
language English
format Article
sources DOAJ
author Xiaorong Yang
Yao Chen
Huiyao Wang
Xia Fu
Kamil Can Kural
Hongbao Cao
Hongbao Cao
Ying Li
spellingShingle Xiaorong Yang
Yao Chen
Huiyao Wang
Xia Fu
Kamil Can Kural
Hongbao Cao
Hongbao Cao
Ying Li
Schizophrenia Plays a Negative Role in the Pathological Development of Myocardial Infarction at Multiple Biological Levels
Frontiers in Genetics
schizophrenia
myocardial infarction
genetic pathway
regression analysis
meta-analysis
author_facet Xiaorong Yang
Yao Chen
Huiyao Wang
Xia Fu
Kamil Can Kural
Hongbao Cao
Hongbao Cao
Ying Li
author_sort Xiaorong Yang
title Schizophrenia Plays a Negative Role in the Pathological Development of Myocardial Infarction at Multiple Biological Levels
title_short Schizophrenia Plays a Negative Role in the Pathological Development of Myocardial Infarction at Multiple Biological Levels
title_full Schizophrenia Plays a Negative Role in the Pathological Development of Myocardial Infarction at Multiple Biological Levels
title_fullStr Schizophrenia Plays a Negative Role in the Pathological Development of Myocardial Infarction at Multiple Biological Levels
title_full_unstemmed Schizophrenia Plays a Negative Role in the Pathological Development of Myocardial Infarction at Multiple Biological Levels
title_sort schizophrenia plays a negative role in the pathological development of myocardial infarction at multiple biological levels
publisher Frontiers Media S.A.
series Frontiers in Genetics
issn 1664-8021
publishDate 2021-06-01
description It has shown that schizophrenia (SCZ) is associated with a higher chance of myocardial infarction (MI) and increased mortality. However, the underlying mechanism is largely unknown. Here, we first constructed a literature-based genetic pathway linking SCZ and MI, and then we tested the expression levels of the genes involved in the pathway by a meta-analysis using nine gene expression datasets of MI. In addition, a literature-based data mining process was conducted to explore the connection between SCZ at different levels: small molecules, complex molecules, and functional classes. The genetic pathway revealed nine genes connecting SCZ and MI. Specifically, SCZ activates two promoters of MI (IL6 and CRP) and deactivates seven inhibitors of MI (ADIPOQ, SOD2, TXN, NGF, ADORA1, NOS1, and CTNNB1), suggesting that no protective role of SCZ in MI was detected. Meta-analysis showed that one promoter of MI (CRP) presented no significant increase, and six out of seven genetic inhibitors of MI demonstrated minor to moderately increased expression. Therefore, the elevation of CRP and inhibition of the six inhibitors of MI by SCZ could be critical pathways to promote MI. Nine other regulators of MI were influenced by SCZ, including two gene families (inflammatory cytokine and IL1 family), five small molecules (lipid peroxide, superoxide, ATP, ascorbic acid, melatonin, arachidonic acid), and two complexes (CaM kinase 2 and IL23). Our results suggested that SCZ promotes the development and progression of MI at different levels, including genes, small molecules, complex molecules, and functional classes.
topic schizophrenia
myocardial infarction
genetic pathway
regression analysis
meta-analysis
url https://www.frontiersin.org/articles/10.3389/fgene.2021.607690/full
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