Inflammation and regulatory T cell genes are differentially expressed in peripheral blood mononuclear cells of Parkinson’s disease patients

Abstract Our aim was to identify the differentially expressed genes (DEGs) in peripheral blood mononuclear cells (PBMC) of Parkinson’s disease (PD) patients and healthy controls by microarray technology and analysis of related molecular pathways by functional annotation. Thirty PD patients and 30 co...

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Main Authors: Zerrin Karaaslan, Özlem Timirci Kahraman, Elif Şanlı, Hayriye Arzu Ergen, Canan Ulusoy, Başar Bilgiç, Vuslat Yılmaz, Erdem Tüzün, Haşmet Ayhan Hanağası, Cem İsmail Küçükali
Format: Article
Language:English
Published: Nature Publishing Group 2021-01-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-81961-7
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spelling doaj-c78f37eab31e4824abac58fb8b4fb7f12021-01-31T16:27:03ZengNature Publishing GroupScientific Reports2045-23222021-01-0111111610.1038/s41598-021-81961-7Inflammation and regulatory T cell genes are differentially expressed in peripheral blood mononuclear cells of Parkinson’s disease patientsZerrin Karaaslan0Özlem Timirci Kahraman1Elif Şanlı2Hayriye Arzu Ergen3Canan Ulusoy4Başar Bilgiç5Vuslat Yılmaz6Erdem Tüzün7Haşmet Ayhan Hanağası8Cem İsmail Küçükali9Department of Neuroscience, Aziz Sancar Institute of Experimental Medicine, Istanbul UniversityDepartment of Molecular Medicine, Aziz Sancar Institute of Experimental Medicine, Istanbul UniversityDepartment of Neuroscience, Aziz Sancar Institute of Experimental Medicine, Istanbul UniversityDepartment of Molecular Medicine, Aziz Sancar Institute of Experimental Medicine, Istanbul UniversityDepartment of Neuroscience, Aziz Sancar Institute of Experimental Medicine, Istanbul UniversityDepartment of Neurology, Istanbul Faculty of Medicine, Istanbul UniversityDepartment of Neuroscience, Aziz Sancar Institute of Experimental Medicine, Istanbul UniversityDepartment of Neuroscience, Aziz Sancar Institute of Experimental Medicine, Istanbul UniversityDepartment of Neurology, Istanbul Faculty of Medicine, Istanbul UniversityDepartment of Neuroscience, Aziz Sancar Institute of Experimental Medicine, Istanbul UniversityAbstract Our aim was to identify the differentially expressed genes (DEGs) in peripheral blood mononuclear cells (PBMC) of Parkinson’s disease (PD) patients and healthy controls by microarray technology and analysis of related molecular pathways by functional annotation. Thirty PD patients and 30 controls were enrolled. Agilent Human 8X60 K Oligo Microarray was used for gene level expression identification. Gene ontology and pathway enrichment analyses were used for functional annotation of DEGs. Protein–protein interaction analyses were performed with STRING. Expression levels of randomly selected DEGs were quantified by real time quantitative polymerase chain reaction (RT-PCR) for validation. Flow cytometry was done to determine frequency of regulatory T cells (Tregs) in PBMC. A total of 361 DEGs (143 upregulated and 218 downregulated) were identified after GeneSpring analysis. DEGs were involved in 28 biological processes, 12 cellular components and 26 molecular functions. Pathway analyses demonstrated that upregulated genes mainly enriched in p53 (CASP3, TSC2, ATR, MDM4, CCNG1) and PI3K/Akt (IL2RA, IL4R, TSC2, VEGFA, PKN2, PIK3CA, ITGA4, BCL2L11) signaling pathways. TP53 and PIK3CA were identified as most significant hub proteins. Expression profiles obtained by RT-PCR were consistent with microarray findings. PD patients showed increased proportions of CD49d+ Tregs, which correlated with disability scores. Survival pathway genes were upregulated putatively to compensate neuronal degeneration. Bioinformatics analysis showed an association between survival and inflammation genes. Increased CD49d+ Treg ratios might signify the effort of the immune system to suppress ongoing neuroinflammation.https://doi.org/10.1038/s41598-021-81961-7
collection DOAJ
language English
format Article
sources DOAJ
author Zerrin Karaaslan
Özlem Timirci Kahraman
Elif Şanlı
Hayriye Arzu Ergen
Canan Ulusoy
Başar Bilgiç
Vuslat Yılmaz
Erdem Tüzün
Haşmet Ayhan Hanağası
Cem İsmail Küçükali
spellingShingle Zerrin Karaaslan
Özlem Timirci Kahraman
Elif Şanlı
Hayriye Arzu Ergen
Canan Ulusoy
Başar Bilgiç
Vuslat Yılmaz
Erdem Tüzün
Haşmet Ayhan Hanağası
Cem İsmail Küçükali
Inflammation and regulatory T cell genes are differentially expressed in peripheral blood mononuclear cells of Parkinson’s disease patients
Scientific Reports
author_facet Zerrin Karaaslan
Özlem Timirci Kahraman
Elif Şanlı
Hayriye Arzu Ergen
Canan Ulusoy
Başar Bilgiç
Vuslat Yılmaz
Erdem Tüzün
Haşmet Ayhan Hanağası
Cem İsmail Küçükali
author_sort Zerrin Karaaslan
title Inflammation and regulatory T cell genes are differentially expressed in peripheral blood mononuclear cells of Parkinson’s disease patients
title_short Inflammation and regulatory T cell genes are differentially expressed in peripheral blood mononuclear cells of Parkinson’s disease patients
title_full Inflammation and regulatory T cell genes are differentially expressed in peripheral blood mononuclear cells of Parkinson’s disease patients
title_fullStr Inflammation and regulatory T cell genes are differentially expressed in peripheral blood mononuclear cells of Parkinson’s disease patients
title_full_unstemmed Inflammation and regulatory T cell genes are differentially expressed in peripheral blood mononuclear cells of Parkinson’s disease patients
title_sort inflammation and regulatory t cell genes are differentially expressed in peripheral blood mononuclear cells of parkinson’s disease patients
publisher Nature Publishing Group
series Scientific Reports
issn 2045-2322
publishDate 2021-01-01
description Abstract Our aim was to identify the differentially expressed genes (DEGs) in peripheral blood mononuclear cells (PBMC) of Parkinson’s disease (PD) patients and healthy controls by microarray technology and analysis of related molecular pathways by functional annotation. Thirty PD patients and 30 controls were enrolled. Agilent Human 8X60 K Oligo Microarray was used for gene level expression identification. Gene ontology and pathway enrichment analyses were used for functional annotation of DEGs. Protein–protein interaction analyses were performed with STRING. Expression levels of randomly selected DEGs were quantified by real time quantitative polymerase chain reaction (RT-PCR) for validation. Flow cytometry was done to determine frequency of regulatory T cells (Tregs) in PBMC. A total of 361 DEGs (143 upregulated and 218 downregulated) were identified after GeneSpring analysis. DEGs were involved in 28 biological processes, 12 cellular components and 26 molecular functions. Pathway analyses demonstrated that upregulated genes mainly enriched in p53 (CASP3, TSC2, ATR, MDM4, CCNG1) and PI3K/Akt (IL2RA, IL4R, TSC2, VEGFA, PKN2, PIK3CA, ITGA4, BCL2L11) signaling pathways. TP53 and PIK3CA were identified as most significant hub proteins. Expression profiles obtained by RT-PCR were consistent with microarray findings. PD patients showed increased proportions of CD49d+ Tregs, which correlated with disability scores. Survival pathway genes were upregulated putatively to compensate neuronal degeneration. Bioinformatics analysis showed an association between survival and inflammation genes. Increased CD49d+ Treg ratios might signify the effort of the immune system to suppress ongoing neuroinflammation.
url https://doi.org/10.1038/s41598-021-81961-7
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