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Integrative proteomics and pharmacogenomics analysis of methylphenidate treatment response
Transcriptomics and candidate gene/protein expression studies have indicated several biological processes modulated by methylphenidate (MPH), widely used in attention-deficit/hyperactivity disorder (ADHD) treatment. However, the lack of a differential proteomic profiling of MPH treatment limits the...
Autores principales: | , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6861257/ https://www.ncbi.nlm.nih.gov/pubmed/31740662 http://dx.doi.org/10.1038/s41398-019-0649-5 |
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author | da Silva, Bruna S. Leffa, Douglas T. Beys-da-Silva, Walter O. Torres, Iraci L. S. Rovaris, Diego L. Victor, Marcelo M. Rohde, Luis A. Mota, Nina R. Oliveira, Carla de Berger, Markus Yates, John R. Sabnis, Renuka Peña, Ramón Díaz Campos, Alexandre Rosa Grevet, Eugenio H. Santi, Lucelia Bau, Claiton H. D. Contini, Verônica |
author_facet | da Silva, Bruna S. Leffa, Douglas T. Beys-da-Silva, Walter O. Torres, Iraci L. S. Rovaris, Diego L. Victor, Marcelo M. Rohde, Luis A. Mota, Nina R. Oliveira, Carla de Berger, Markus Yates, John R. Sabnis, Renuka Peña, Ramón Díaz Campos, Alexandre Rosa Grevet, Eugenio H. Santi, Lucelia Bau, Claiton H. D. Contini, Verônica |
author_sort | da Silva, Bruna S. |
collection | PubMed |
description | Transcriptomics and candidate gene/protein expression studies have indicated several biological processes modulated by methylphenidate (MPH), widely used in attention-deficit/hyperactivity disorder (ADHD) treatment. However, the lack of a differential proteomic profiling of MPH treatment limits the understanding of the most relevant mechanisms by which MPH exerts its pharmacological effects at the molecular level. Therefore, our aim is to investigate the MPH-induced proteomic alterations using an experimental design integrated with a pharmacogenomic analysis in a translational perspective. Proteomic analysis was performed using the cortices of Wistar-Kyoto rats, which were treated by gavage with MPH (2 mg/kg) or saline for two weeks (n = 6/group). After functional enrichment analysis of the differentially expressed proteins (DEP) in rats, the significant biological pathways were tested for association with MPH response in adults with ADHD (n = 189) using genome-wide data. Following MPH treatment in rats, 98 DEPs were found (P < 0.05 and FC < −1.0 or > 1.0). The functional enrichment analysis of the DEPs revealed 18 significant biological pathways (gene-sets) modulated by MPH, including some with recognized biological plausibility, such as those related to synaptic transmission. The pharmacogenomic analysis in the clinical sample evaluating these pathways revealed nominal associations for gene-sets related to neurotransmitter release and GABA transmission. Our results, which integrate proteomics and pharmacogenomics, revealed putative molecular effects of MPH on several biological processes, including oxidative stress, cellular respiration, and metabolism, and extended the results involving synaptic transmission pathways to a clinical sample. These findings shed light on the molecular signatures of MPH effects and possible biological sources of treatment response variability. |
format | Online Article Text |
id | pubmed-6861257 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-68612572019-11-21 Integrative proteomics and pharmacogenomics analysis of methylphenidate treatment response da Silva, Bruna S. Leffa, Douglas T. Beys-da-Silva, Walter O. Torres, Iraci L. S. Rovaris, Diego L. Victor, Marcelo M. Rohde, Luis A. Mota, Nina R. Oliveira, Carla de Berger, Markus Yates, John R. Sabnis, Renuka Peña, Ramón Díaz Campos, Alexandre Rosa Grevet, Eugenio H. Santi, Lucelia Bau, Claiton H. D. Contini, Verônica Transl Psychiatry Article Transcriptomics and candidate gene/protein expression studies have indicated several biological processes modulated by methylphenidate (MPH), widely used in attention-deficit/hyperactivity disorder (ADHD) treatment. However, the lack of a differential proteomic profiling of MPH treatment limits the understanding of the most relevant mechanisms by which MPH exerts its pharmacological effects at the molecular level. Therefore, our aim is to investigate the MPH-induced proteomic alterations using an experimental design integrated with a pharmacogenomic analysis in a translational perspective. Proteomic analysis was performed using the cortices of Wistar-Kyoto rats, which were treated by gavage with MPH (2 mg/kg) or saline for two weeks (n = 6/group). After functional enrichment analysis of the differentially expressed proteins (DEP) in rats, the significant biological pathways were tested for association with MPH response in adults with ADHD (n = 189) using genome-wide data. Following MPH treatment in rats, 98 DEPs were found (P < 0.05 and FC < −1.0 or > 1.0). The functional enrichment analysis of the DEPs revealed 18 significant biological pathways (gene-sets) modulated by MPH, including some with recognized biological plausibility, such as those related to synaptic transmission. The pharmacogenomic analysis in the clinical sample evaluating these pathways revealed nominal associations for gene-sets related to neurotransmitter release and GABA transmission. Our results, which integrate proteomics and pharmacogenomics, revealed putative molecular effects of MPH on several biological processes, including oxidative stress, cellular respiration, and metabolism, and extended the results involving synaptic transmission pathways to a clinical sample. These findings shed light on the molecular signatures of MPH effects and possible biological sources of treatment response variability. Nature Publishing Group UK 2019-11-18 /pmc/articles/PMC6861257/ /pubmed/31740662 http://dx.doi.org/10.1038/s41398-019-0649-5 Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article da Silva, Bruna S. Leffa, Douglas T. Beys-da-Silva, Walter O. Torres, Iraci L. S. Rovaris, Diego L. Victor, Marcelo M. Rohde, Luis A. Mota, Nina R. Oliveira, Carla de Berger, Markus Yates, John R. Sabnis, Renuka Peña, Ramón Díaz Campos, Alexandre Rosa Grevet, Eugenio H. Santi, Lucelia Bau, Claiton H. D. Contini, Verônica Integrative proteomics and pharmacogenomics analysis of methylphenidate treatment response |
title | Integrative proteomics and pharmacogenomics analysis of methylphenidate treatment response |
title_full | Integrative proteomics and pharmacogenomics analysis of methylphenidate treatment response |
title_fullStr | Integrative proteomics and pharmacogenomics analysis of methylphenidate treatment response |
title_full_unstemmed | Integrative proteomics and pharmacogenomics analysis of methylphenidate treatment response |
title_short | Integrative proteomics and pharmacogenomics analysis of methylphenidate treatment response |
title_sort | integrative proteomics and pharmacogenomics analysis of methylphenidate treatment response |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6861257/ https://www.ncbi.nlm.nih.gov/pubmed/31740662 http://dx.doi.org/10.1038/s41398-019-0649-5 |
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