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Network and pathway enrichment analysis of Attention Deficit/Hyperactivity Disorder candidate genes

BACKGROUND: Attention deficit/hyperactivity disorder (ADHD) is a well-known multigenic neurodevelopment disorder. It is a psychiatric disease which mainly affects the children and adolescence. Globally, 3%–5% of children are suffering from this mental disorder. AIMS AND OBJECTIVES: This disease is c...

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Autor principal: Singh, Pratichi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Wolters Kluwer - Medknow 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7597701/
https://www.ncbi.nlm.nih.gov/pubmed/33165377
http://dx.doi.org/10.4103/psychiatry.IndianJPsychiatry_105_17
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author Singh, Pratichi
author_facet Singh, Pratichi
author_sort Singh, Pratichi
collection PubMed
description BACKGROUND: Attention deficit/hyperactivity disorder (ADHD) is a well-known multigenic neurodevelopment disorder. It is a psychiatric disease which mainly affects the children and adolescence. Globally, 3%–5% of children are suffering from this mental disorder. AIMS AND OBJECTIVES: This disease is characterized by hyperactivity, impulsiveness and inattentiveness. Suffering individuals are also observed with sleep related problems. Though, its polygenic, to study the complexity of these genes, we used a purely network approach. Firstly, we collected all the candidate genes involved in ADHD through a literature survey. MATERIALS AND METHODS: We investigated these genes using STRING 10 and Cytoscape v 3.3.0 for protein protein interaction network. Accordingly, we attempted to identify the hub genes based on definite parameters like betweenness centrality, clustering coefficient and node degree using Network analyzer. Likewise, the key transcriptional regulators were acknowledged by means of MatInspector program. Finally, the enrichment analysis was executed using ClueGO. RESULTS: As a result, dopamine receptor D2, brain derived neurotrophic factor, HTRF1A, and dopamine receptor D4 were recognized as hub genes among the reported ADHD genes. While, 17 transcription factors (TFs) were conveyed as the key TFs for these hub genes. CONCLUSION: Functional enrichment analysis revealed regulation of dopamine and behavioral fear response pathways. These pathways have been assumed to play a central role in the ADHD within the selected candidate genes.
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spelling pubmed-75977012020-11-03 Network and pathway enrichment analysis of Attention Deficit/Hyperactivity Disorder candidate genes Singh, Pratichi Indian J Psychiatry Original Article BACKGROUND: Attention deficit/hyperactivity disorder (ADHD) is a well-known multigenic neurodevelopment disorder. It is a psychiatric disease which mainly affects the children and adolescence. Globally, 3%–5% of children are suffering from this mental disorder. AIMS AND OBJECTIVES: This disease is characterized by hyperactivity, impulsiveness and inattentiveness. Suffering individuals are also observed with sleep related problems. Though, its polygenic, to study the complexity of these genes, we used a purely network approach. Firstly, we collected all the candidate genes involved in ADHD through a literature survey. MATERIALS AND METHODS: We investigated these genes using STRING 10 and Cytoscape v 3.3.0 for protein protein interaction network. Accordingly, we attempted to identify the hub genes based on definite parameters like betweenness centrality, clustering coefficient and node degree using Network analyzer. Likewise, the key transcriptional regulators were acknowledged by means of MatInspector program. Finally, the enrichment analysis was executed using ClueGO. RESULTS: As a result, dopamine receptor D2, brain derived neurotrophic factor, HTRF1A, and dopamine receptor D4 were recognized as hub genes among the reported ADHD genes. While, 17 transcription factors (TFs) were conveyed as the key TFs for these hub genes. CONCLUSION: Functional enrichment analysis revealed regulation of dopamine and behavioral fear response pathways. These pathways have been assumed to play a central role in the ADHD within the selected candidate genes. Wolters Kluwer - Medknow 2020 2020-07-27 /pmc/articles/PMC7597701/ /pubmed/33165377 http://dx.doi.org/10.4103/psychiatry.IndianJPsychiatry_105_17 Text en Copyright: © 2020 Indian Journal of Psychiatry http://creativecommons.org/licenses/by-nc-sa/4.0 This is an open access journal, and articles are distributed under the terms of the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 License, which allows others to remix, tweak, and build upon the work non-commercially, as long as appropriate credit is given and the new creations are licensed under the identical terms.
spellingShingle Original Article
Singh, Pratichi
Network and pathway enrichment analysis of Attention Deficit/Hyperactivity Disorder candidate genes
title Network and pathway enrichment analysis of Attention Deficit/Hyperactivity Disorder candidate genes
title_full Network and pathway enrichment analysis of Attention Deficit/Hyperactivity Disorder candidate genes
title_fullStr Network and pathway enrichment analysis of Attention Deficit/Hyperactivity Disorder candidate genes
title_full_unstemmed Network and pathway enrichment analysis of Attention Deficit/Hyperactivity Disorder candidate genes
title_short Network and pathway enrichment analysis of Attention Deficit/Hyperactivity Disorder candidate genes
title_sort network and pathway enrichment analysis of attention deficit/hyperactivity disorder candidate genes
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7597701/
https://www.ncbi.nlm.nih.gov/pubmed/33165377
http://dx.doi.org/10.4103/psychiatry.IndianJPsychiatry_105_17
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