Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
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
_version_ 1783471314083774464
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
work_keys_str_mv AT dasilvabrunas integrativeproteomicsandpharmacogenomicsanalysisofmethylphenidatetreatmentresponse
AT leffadouglast integrativeproteomicsandpharmacogenomicsanalysisofmethylphenidatetreatmentresponse
AT beysdasilvawaltero integrativeproteomicsandpharmacogenomicsanalysisofmethylphenidatetreatmentresponse
AT torresiracils integrativeproteomicsandpharmacogenomicsanalysisofmethylphenidatetreatmentresponse
AT rovarisdiegol integrativeproteomicsandpharmacogenomicsanalysisofmethylphenidatetreatmentresponse
AT victormarcelom integrativeproteomicsandpharmacogenomicsanalysisofmethylphenidatetreatmentresponse
AT rohdeluisa integrativeproteomicsandpharmacogenomicsanalysisofmethylphenidatetreatmentresponse
AT motaninar integrativeproteomicsandpharmacogenomicsanalysisofmethylphenidatetreatmentresponse
AT oliveiracarlade integrativeproteomicsandpharmacogenomicsanalysisofmethylphenidatetreatmentresponse
AT bergermarkus integrativeproteomicsandpharmacogenomicsanalysisofmethylphenidatetreatmentresponse
AT yatesjohnr integrativeproteomicsandpharmacogenomicsanalysisofmethylphenidatetreatmentresponse
AT sabnisrenuka integrativeproteomicsandpharmacogenomicsanalysisofmethylphenidatetreatmentresponse
AT penaramondiaz integrativeproteomicsandpharmacogenomicsanalysisofmethylphenidatetreatmentresponse
AT camposalexandrerosa integrativeproteomicsandpharmacogenomicsanalysisofmethylphenidatetreatmentresponse
AT greveteugenioh integrativeproteomicsandpharmacogenomicsanalysisofmethylphenidatetreatmentresponse
AT santilucelia integrativeproteomicsandpharmacogenomicsanalysisofmethylphenidatetreatmentresponse
AT bauclaitonhd integrativeproteomicsandpharmacogenomicsanalysisofmethylphenidatetreatmentresponse
AT continiveronica integrativeproteomicsandpharmacogenomicsanalysisofmethylphenidatetreatmentresponse