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Integrative DNA Methylation and Gene Expression Analysis of Cognitive Behavioral Therapy Response in Children and Adolescents with Obsessive-Compulsive Disorder; a Pilot Study
PURPOSE: Here, we propose an integrative analysis of genome-wide methylation and gene expression to provide new insight into the biological mechanisms of Cognitive behavioral therapy (CBT) in pediatric obsessive-compulsive disorder (OCD). PATIENTS AND METHODS: Twelve children and adolescents with OC...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Dove
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8254600/ https://www.ncbi.nlm.nih.gov/pubmed/34234515 http://dx.doi.org/10.2147/PGPM.S313015 |
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author | Rodriguez, Natalia Martinez-Pinteño, Albert Blázquez, Ana Ortiz, Ana Encarnación Moreno, Elena Gassó, Patricia Lafuente, Amalia Lazaro, Luisa Mas, Sergi |
author_facet | Rodriguez, Natalia Martinez-Pinteño, Albert Blázquez, Ana Ortiz, Ana Encarnación Moreno, Elena Gassó, Patricia Lafuente, Amalia Lazaro, Luisa Mas, Sergi |
author_sort | Rodriguez, Natalia |
collection | PubMed |
description | PURPOSE: Here, we propose an integrative analysis of genome-wide methylation and gene expression to provide new insight into the biological mechanisms of Cognitive behavioral therapy (CBT) in pediatric obsessive-compulsive disorder (OCD). PATIENTS AND METHODS: Twelve children and adolescents with OCD receiving CBT for the first time were classified as responders or non-responders after eight weeks of CBT. Differentially methylated positions (DMPs) and gene co-expression modules were identified using specific R software packages. Correlations between the DMPs and gene co-expression modules were investigated. RESULTS: Two genes were enriched with significant DMPs (Δβ > ± 0.2, FDR-adjusted p-value < 0.05): PIWIL1 and MIR886. The yellowgreen module of co-expressed genes was associated with CBT response (FDR-adjusted p-value = 0.0003). Significant correlations were observed between the yellowgreen module and the CpGs in PIWIL1 and MIR886 (p < 0.008). Patients showing hypermethylation in these CpGs presented an upregulation in the genes in the yellowgreen module. CONCLUSION: Taken together, the preliminary results of this systems-level approach, despite the study limitations, provide evidence that the epigenetic regulation of ncRNAs could be a predictor of CBT response. LIMITATIONS: The sample size limited the statistical power, and given that the study was hypothesis-driven, our results should be seen as preliminary. |
format | Online Article Text |
id | pubmed-8254600 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Dove |
record_format | MEDLINE/PubMed |
spelling | pubmed-82546002021-07-06 Integrative DNA Methylation and Gene Expression Analysis of Cognitive Behavioral Therapy Response in Children and Adolescents with Obsessive-Compulsive Disorder; a Pilot Study Rodriguez, Natalia Martinez-Pinteño, Albert Blázquez, Ana Ortiz, Ana Encarnación Moreno, Elena Gassó, Patricia Lafuente, Amalia Lazaro, Luisa Mas, Sergi Pharmgenomics Pers Med Original Research PURPOSE: Here, we propose an integrative analysis of genome-wide methylation and gene expression to provide new insight into the biological mechanisms of Cognitive behavioral therapy (CBT) in pediatric obsessive-compulsive disorder (OCD). PATIENTS AND METHODS: Twelve children and adolescents with OCD receiving CBT for the first time were classified as responders or non-responders after eight weeks of CBT. Differentially methylated positions (DMPs) and gene co-expression modules were identified using specific R software packages. Correlations between the DMPs and gene co-expression modules were investigated. RESULTS: Two genes were enriched with significant DMPs (Δβ > ± 0.2, FDR-adjusted p-value < 0.05): PIWIL1 and MIR886. The yellowgreen module of co-expressed genes was associated with CBT response (FDR-adjusted p-value = 0.0003). Significant correlations were observed between the yellowgreen module and the CpGs in PIWIL1 and MIR886 (p < 0.008). Patients showing hypermethylation in these CpGs presented an upregulation in the genes in the yellowgreen module. CONCLUSION: Taken together, the preliminary results of this systems-level approach, despite the study limitations, provide evidence that the epigenetic regulation of ncRNAs could be a predictor of CBT response. LIMITATIONS: The sample size limited the statistical power, and given that the study was hypothesis-driven, our results should be seen as preliminary. Dove 2021-06-29 /pmc/articles/PMC8254600/ /pubmed/34234515 http://dx.doi.org/10.2147/PGPM.S313015 Text en © 2021 Rodriguez et al. https://creativecommons.org/licenses/by-nc/3.0/This work is published and licensed by Dove Medical Press Limited. The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/3.0/ (https://creativecommons.org/licenses/by-nc/3.0/) ). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. For permission for commercial use of this work, please see paragraphs 4.2 and 5 of our Terms (https://www.dovepress.com/terms.php). |
spellingShingle | Original Research Rodriguez, Natalia Martinez-Pinteño, Albert Blázquez, Ana Ortiz, Ana Encarnación Moreno, Elena Gassó, Patricia Lafuente, Amalia Lazaro, Luisa Mas, Sergi Integrative DNA Methylation and Gene Expression Analysis of Cognitive Behavioral Therapy Response in Children and Adolescents with Obsessive-Compulsive Disorder; a Pilot Study |
title | Integrative DNA Methylation and Gene Expression Analysis of Cognitive Behavioral Therapy Response in Children and Adolescents with Obsessive-Compulsive Disorder; a Pilot Study |
title_full | Integrative DNA Methylation and Gene Expression Analysis of Cognitive Behavioral Therapy Response in Children and Adolescents with Obsessive-Compulsive Disorder; a Pilot Study |
title_fullStr | Integrative DNA Methylation and Gene Expression Analysis of Cognitive Behavioral Therapy Response in Children and Adolescents with Obsessive-Compulsive Disorder; a Pilot Study |
title_full_unstemmed | Integrative DNA Methylation and Gene Expression Analysis of Cognitive Behavioral Therapy Response in Children and Adolescents with Obsessive-Compulsive Disorder; a Pilot Study |
title_short | Integrative DNA Methylation and Gene Expression Analysis of Cognitive Behavioral Therapy Response in Children and Adolescents with Obsessive-Compulsive Disorder; a Pilot Study |
title_sort | integrative dna methylation and gene expression analysis of cognitive behavioral therapy response in children and adolescents with obsessive-compulsive disorder; a pilot study |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8254600/ https://www.ncbi.nlm.nih.gov/pubmed/34234515 http://dx.doi.org/10.2147/PGPM.S313015 |
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