Discovering Biomarkers and Pathways Shared by Alzheimer’s Disease and Ischemic Stroke to Identify Novel Therapeutic Targets

<i>Background and objectives</i>: Alzheimer&#8217;s disease (AD) is a progressive neurodegenerative disease that results in severe dementia. Having ischemic strokes (IS) is one of the risk factors of the AD, but the molecular mechanisms that underlie IS and AD are not well understood...

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Main Authors: Md. Rezanur Rahman, Tania Islam, Md. Shahjaman, Toyfiquz Zaman, Hossain Md. Faruquee, Mohammad Abu Hena Mostofa Jamal, Fazlul Huq, Julian M. W. Quinn, Mohammad Ali Moni
Format: Article
Language:English
Published: MDPI AG 2019-05-01
Series:Medicina
Subjects:
Online Access:https://www.mdpi.com/1010-660X/55/5/191
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spelling doaj-7bd3344286b64b469f23d11cc5e461972020-11-25T01:18:27ZengMDPI AGMedicina1010-660X2019-05-0155519110.3390/medicina55050191medicina55050191Discovering Biomarkers and Pathways Shared by Alzheimer’s Disease and Ischemic Stroke to Identify Novel Therapeutic TargetsMd. Rezanur Rahman0Tania Islam1Md. Shahjaman2Toyfiquz Zaman3Hossain Md. Faruquee4Mohammad Abu Hena Mostofa Jamal5Fazlul Huq6Julian M. W. Quinn7Mohammad Ali Moni8Department of Biochemistry and Biotechnology, School of Biomedical Science, Khwaja Yunus Ali University, Sirajgonj 6751, BangladeshDepartment of Biotechnology and Genetic Engineering, Islamic University, Kushtia 7003, BangladeshDepartment of Statistics, Begum Rokeya University, Rangpur 5400, Bangladesh, <email>shahjaman_brur@yahoo.com</email>Department of Biochemistry and Biotechnology, School of Biomedical Science, Khwaja Yunus Ali University, Sirajgonj 6751, BangladeshDepartment of Biotechnology and Genetic Engineering, Islamic University, Kushtia 7003, BangladeshDepartment of Biotechnology and Genetic Engineering, Islamic University, Kushtia 7003, BangladeshDiscipline of Pathology, School of Medical Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW 2006, AustraliaBone Biology Division, Garvan Institute of Medical Research, Darlinghurst, NSW 2010, AustraliaDiscipline of Pathology, School of Medical Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW 2006, Australia<i>Background and objectives</i>: Alzheimer&#8217;s disease (AD) is a progressive neurodegenerative disease that results in severe dementia. Having ischemic strokes (IS) is one of the risk factors of the AD, but the molecular mechanisms that underlie IS and AD are not well understood. We thus aimed to identify common molecular biomarkers and pathways in IS and AD that can help predict the progression of these diseases and provide clues to important pathological mechanisms. <i>Materials and Methods</i>: We have analyzed the microarray gene expression datasets of IS and AD. To obtain robust results, combinatorial statistical methods were used to analyze the datasets and 26 transcripts (22 unique genes) were identified that were abnormally expressed in both IS and AD. <i>Results</i>: Gene Ontology (GO) and KEGG pathway analyses indicated that these 26 common dysregulated genes identified several altered molecular pathways: Alcoholism, MAPK signaling, glycine metabolism, serine metabolism, and threonine metabolism. Further protein&#8722;protein interactions (PPI) analysis revealed pathway hub proteins PDE9A, GNAO1, DUSP16, NTRK2, PGAM2, MAG, and TXLNA. Transcriptional and post-transcriptional components were then identified, and significant transcription factors (SPIB, SMAD3, and SOX2) found. <i>Conclusions</i>: Protein&#8722;drug interaction analysis revealed PDE9A has interaction with drugs caffeine, &#947;-glutamyl glycine, and 3-isobutyl-1-methyl-7H-xanthine. Thus, we identified novel putative links between pathological processes in IS and AD at transcripts levels, and identified possible mechanistic and gene expression links between IS and AD.https://www.mdpi.com/1010-660X/55/5/191Alzheimer’s diseaseischemic strokedrug targetsbiomarker signaturesdifferentially expressed genesprotein–protein interactionprotein–drug interactions
collection DOAJ
language English
format Article
sources DOAJ
author Md. Rezanur Rahman
Tania Islam
Md. Shahjaman
Toyfiquz Zaman
Hossain Md. Faruquee
Mohammad Abu Hena Mostofa Jamal
Fazlul Huq
Julian M. W. Quinn
Mohammad Ali Moni
spellingShingle Md. Rezanur Rahman
Tania Islam
Md. Shahjaman
Toyfiquz Zaman
Hossain Md. Faruquee
Mohammad Abu Hena Mostofa Jamal
Fazlul Huq
Julian M. W. Quinn
Mohammad Ali Moni
Discovering Biomarkers and Pathways Shared by Alzheimer’s Disease and Ischemic Stroke to Identify Novel Therapeutic Targets
Medicina
Alzheimer’s disease
ischemic stroke
drug targets
biomarker signatures
differentially expressed genes
protein–protein interaction
protein–drug interactions
author_facet Md. Rezanur Rahman
Tania Islam
Md. Shahjaman
Toyfiquz Zaman
Hossain Md. Faruquee
Mohammad Abu Hena Mostofa Jamal
Fazlul Huq
Julian M. W. Quinn
Mohammad Ali Moni
author_sort Md. Rezanur Rahman
title Discovering Biomarkers and Pathways Shared by Alzheimer’s Disease and Ischemic Stroke to Identify Novel Therapeutic Targets
title_short Discovering Biomarkers and Pathways Shared by Alzheimer’s Disease and Ischemic Stroke to Identify Novel Therapeutic Targets
title_full Discovering Biomarkers and Pathways Shared by Alzheimer’s Disease and Ischemic Stroke to Identify Novel Therapeutic Targets
title_fullStr Discovering Biomarkers and Pathways Shared by Alzheimer’s Disease and Ischemic Stroke to Identify Novel Therapeutic Targets
title_full_unstemmed Discovering Biomarkers and Pathways Shared by Alzheimer’s Disease and Ischemic Stroke to Identify Novel Therapeutic Targets
title_sort discovering biomarkers and pathways shared by alzheimer’s disease and ischemic stroke to identify novel therapeutic targets
publisher MDPI AG
series Medicina
issn 1010-660X
publishDate 2019-05-01
description <i>Background and objectives</i>: Alzheimer&#8217;s disease (AD) is a progressive neurodegenerative disease that results in severe dementia. Having ischemic strokes (IS) is one of the risk factors of the AD, but the molecular mechanisms that underlie IS and AD are not well understood. We thus aimed to identify common molecular biomarkers and pathways in IS and AD that can help predict the progression of these diseases and provide clues to important pathological mechanisms. <i>Materials and Methods</i>: We have analyzed the microarray gene expression datasets of IS and AD. To obtain robust results, combinatorial statistical methods were used to analyze the datasets and 26 transcripts (22 unique genes) were identified that were abnormally expressed in both IS and AD. <i>Results</i>: Gene Ontology (GO) and KEGG pathway analyses indicated that these 26 common dysregulated genes identified several altered molecular pathways: Alcoholism, MAPK signaling, glycine metabolism, serine metabolism, and threonine metabolism. Further protein&#8722;protein interactions (PPI) analysis revealed pathway hub proteins PDE9A, GNAO1, DUSP16, NTRK2, PGAM2, MAG, and TXLNA. Transcriptional and post-transcriptional components were then identified, and significant transcription factors (SPIB, SMAD3, and SOX2) found. <i>Conclusions</i>: Protein&#8722;drug interaction analysis revealed PDE9A has interaction with drugs caffeine, &#947;-glutamyl glycine, and 3-isobutyl-1-methyl-7H-xanthine. Thus, we identified novel putative links between pathological processes in IS and AD at transcripts levels, and identified possible mechanistic and gene expression links between IS and AD.
topic Alzheimer’s disease
ischemic stroke
drug targets
biomarker signatures
differentially expressed genes
protein–protein interaction
protein–drug interactions
url https://www.mdpi.com/1010-660X/55/5/191
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