Cargando…

Transcriptome profiling and pathway analysis of genes expressed differentially in participants with or without a positive response to topiramate treatment for methamphetamine addiction

BACKGROUND: Developing efficacious medications to treat methamphetamine dependence is a global challenge in public health. Topiramate (TPM) is undergoing evaluation for this indication. The molecular mechanisms underlying its effects are largely unknown. Examining the effects of TPM on genome-wide g...

Descripción completa

Detalles Bibliográficos
Autores principales: Li, Ming D, Wang, Ju, Niu, Tianhua, Ma, Jennie Z, Seneviratne, Chamindi, Ait-Daoud, Nassima, Saadvandi, Jim, Morris, Rana, Weiss, David, Campbell, Jan, Haning, William, Mawhinney, David J, Weis, Denis, McCann, Michael, Stock, Christopher, Kahn, Roberta, Iturriaga, Erin, Yu, Elmer, Elkashef, Ahmed, Johnson, Bankole A
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4279796/
https://www.ncbi.nlm.nih.gov/pubmed/25495887
http://dx.doi.org/10.1186/s12920-014-0065-x
_version_ 1782350762747101184
author Li, Ming D
Wang, Ju
Niu, Tianhua
Ma, Jennie Z
Seneviratne, Chamindi
Ait-Daoud, Nassima
Saadvandi, Jim
Morris, Rana
Weiss, David
Campbell, Jan
Haning, William
Mawhinney, David J
Weis, Denis
McCann, Michael
Stock, Christopher
Kahn, Roberta
Iturriaga, Erin
Yu, Elmer
Elkashef, Ahmed
Johnson, Bankole A
author_facet Li, Ming D
Wang, Ju
Niu, Tianhua
Ma, Jennie Z
Seneviratne, Chamindi
Ait-Daoud, Nassima
Saadvandi, Jim
Morris, Rana
Weiss, David
Campbell, Jan
Haning, William
Mawhinney, David J
Weis, Denis
McCann, Michael
Stock, Christopher
Kahn, Roberta
Iturriaga, Erin
Yu, Elmer
Elkashef, Ahmed
Johnson, Bankole A
author_sort Li, Ming D
collection PubMed
description BACKGROUND: Developing efficacious medications to treat methamphetamine dependence is a global challenge in public health. Topiramate (TPM) is undergoing evaluation for this indication. The molecular mechanisms underlying its effects are largely unknown. Examining the effects of TPM on genome-wide gene expression in methamphetamine addicts is a clinically and scientifically important component of understanding its therapeutic profile. METHODS: In this double-blind, placebo-controlled clinical trial, 140 individuals who met the DSM-IV criteria for methamphetamine dependence were randomized to receive either TPM or placebo, of whom 99 consented to participate in our genome-wide expression study. The RNA samples were collected from whole blood for 50 TPM- and 49 placebo-treated participants at three time points: baseline and the ends of weeks 8 and 12. Genome-wide expression profiles and pathways of the two groups were compared for the responders and non-responders at Weeks 8 and 12. To minimize individual variations, expression of all examined genes at Weeks 8 and 12 were normalized to the values at baseline prior to identification of differentially expressed genes and pathways. RESULTS: At the single-gene level, we identified 1054, 502, 204, and 404 genes at nominal P values < 0.01 in the responders vs. non-responders at Weeks 8 and 12 for the TPM and placebo groups, respectively. Among them, expression of 159, 38, 2, and 21 genes was still significantly different after Bonferroni corrections for multiple testing. Many of these genes, such as GRINA, PRKACA, PRKCI, SNAP23, and TRAK2, which are involved in glutamate receptor and GABA receptor signaling, are direct targets for TPM. In contrast, no TPM drug targets were identified in the 38 significant genes for the Week 8 placebo group. Pathway analyses based on nominally significant genes revealed 27 enriched pathways shared by the Weeks 8 and 12 TPM groups. These pathways are involved in relevant physiological functions such as neuronal function/synaptic plasticity, signal transduction, cardiovascular function, and inflammation/immune function. CONCLUSION: Topiramate treatment of methamphetamine addicts significantly modulates the expression of genes involved in multiple biological processes underlying addiction behavior and other physiological functions. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12920-014-0065-x) contains supplementary material, which is available to authorized users.
format Online
Article
Text
id pubmed-4279796
institution National Center for Biotechnology Information
language English
publishDate 2014
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-42797962014-12-31 Transcriptome profiling and pathway analysis of genes expressed differentially in participants with or without a positive response to topiramate treatment for methamphetamine addiction Li, Ming D Wang, Ju Niu, Tianhua Ma, Jennie Z Seneviratne, Chamindi Ait-Daoud, Nassima Saadvandi, Jim Morris, Rana Weiss, David Campbell, Jan Haning, William Mawhinney, David J Weis, Denis McCann, Michael Stock, Christopher Kahn, Roberta Iturriaga, Erin Yu, Elmer Elkashef, Ahmed Johnson, Bankole A BMC Med Genomics Research Article BACKGROUND: Developing efficacious medications to treat methamphetamine dependence is a global challenge in public health. Topiramate (TPM) is undergoing evaluation for this indication. The molecular mechanisms underlying its effects are largely unknown. Examining the effects of TPM on genome-wide gene expression in methamphetamine addicts is a clinically and scientifically important component of understanding its therapeutic profile. METHODS: In this double-blind, placebo-controlled clinical trial, 140 individuals who met the DSM-IV criteria for methamphetamine dependence were randomized to receive either TPM or placebo, of whom 99 consented to participate in our genome-wide expression study. The RNA samples were collected from whole blood for 50 TPM- and 49 placebo-treated participants at three time points: baseline and the ends of weeks 8 and 12. Genome-wide expression profiles and pathways of the two groups were compared for the responders and non-responders at Weeks 8 and 12. To minimize individual variations, expression of all examined genes at Weeks 8 and 12 were normalized to the values at baseline prior to identification of differentially expressed genes and pathways. RESULTS: At the single-gene level, we identified 1054, 502, 204, and 404 genes at nominal P values < 0.01 in the responders vs. non-responders at Weeks 8 and 12 for the TPM and placebo groups, respectively. Among them, expression of 159, 38, 2, and 21 genes was still significantly different after Bonferroni corrections for multiple testing. Many of these genes, such as GRINA, PRKACA, PRKCI, SNAP23, and TRAK2, which are involved in glutamate receptor and GABA receptor signaling, are direct targets for TPM. In contrast, no TPM drug targets were identified in the 38 significant genes for the Week 8 placebo group. Pathway analyses based on nominally significant genes revealed 27 enriched pathways shared by the Weeks 8 and 12 TPM groups. These pathways are involved in relevant physiological functions such as neuronal function/synaptic plasticity, signal transduction, cardiovascular function, and inflammation/immune function. CONCLUSION: Topiramate treatment of methamphetamine addicts significantly modulates the expression of genes involved in multiple biological processes underlying addiction behavior and other physiological functions. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12920-014-0065-x) contains supplementary material, which is available to authorized users. BioMed Central 2014-12-12 /pmc/articles/PMC4279796/ /pubmed/25495887 http://dx.doi.org/10.1186/s12920-014-0065-x Text en © Li et al.; licensee BioMed Central. 2014 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited.
spellingShingle Research Article
Li, Ming D
Wang, Ju
Niu, Tianhua
Ma, Jennie Z
Seneviratne, Chamindi
Ait-Daoud, Nassima
Saadvandi, Jim
Morris, Rana
Weiss, David
Campbell, Jan
Haning, William
Mawhinney, David J
Weis, Denis
McCann, Michael
Stock, Christopher
Kahn, Roberta
Iturriaga, Erin
Yu, Elmer
Elkashef, Ahmed
Johnson, Bankole A
Transcriptome profiling and pathway analysis of genes expressed differentially in participants with or without a positive response to topiramate treatment for methamphetamine addiction
title Transcriptome profiling and pathway analysis of genes expressed differentially in participants with or without a positive response to topiramate treatment for methamphetamine addiction
title_full Transcriptome profiling and pathway analysis of genes expressed differentially in participants with or without a positive response to topiramate treatment for methamphetamine addiction
title_fullStr Transcriptome profiling and pathway analysis of genes expressed differentially in participants with or without a positive response to topiramate treatment for methamphetamine addiction
title_full_unstemmed Transcriptome profiling and pathway analysis of genes expressed differentially in participants with or without a positive response to topiramate treatment for methamphetamine addiction
title_short Transcriptome profiling and pathway analysis of genes expressed differentially in participants with or without a positive response to topiramate treatment for methamphetamine addiction
title_sort transcriptome profiling and pathway analysis of genes expressed differentially in participants with or without a positive response to topiramate treatment for methamphetamine addiction
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4279796/
https://www.ncbi.nlm.nih.gov/pubmed/25495887
http://dx.doi.org/10.1186/s12920-014-0065-x
work_keys_str_mv AT limingd transcriptomeprofilingandpathwayanalysisofgenesexpresseddifferentiallyinparticipantswithorwithoutapositiveresponsetotopiramatetreatmentformethamphetamineaddiction
AT wangju transcriptomeprofilingandpathwayanalysisofgenesexpresseddifferentiallyinparticipantswithorwithoutapositiveresponsetotopiramatetreatmentformethamphetamineaddiction
AT niutianhua transcriptomeprofilingandpathwayanalysisofgenesexpresseddifferentiallyinparticipantswithorwithoutapositiveresponsetotopiramatetreatmentformethamphetamineaddiction
AT majenniez transcriptomeprofilingandpathwayanalysisofgenesexpresseddifferentiallyinparticipantswithorwithoutapositiveresponsetotopiramatetreatmentformethamphetamineaddiction
AT seneviratnechamindi transcriptomeprofilingandpathwayanalysisofgenesexpresseddifferentiallyinparticipantswithorwithoutapositiveresponsetotopiramatetreatmentformethamphetamineaddiction
AT aitdaoudnassima transcriptomeprofilingandpathwayanalysisofgenesexpresseddifferentiallyinparticipantswithorwithoutapositiveresponsetotopiramatetreatmentformethamphetamineaddiction
AT saadvandijim transcriptomeprofilingandpathwayanalysisofgenesexpresseddifferentiallyinparticipantswithorwithoutapositiveresponsetotopiramatetreatmentformethamphetamineaddiction
AT morrisrana transcriptomeprofilingandpathwayanalysisofgenesexpresseddifferentiallyinparticipantswithorwithoutapositiveresponsetotopiramatetreatmentformethamphetamineaddiction
AT weissdavid transcriptomeprofilingandpathwayanalysisofgenesexpresseddifferentiallyinparticipantswithorwithoutapositiveresponsetotopiramatetreatmentformethamphetamineaddiction
AT campbelljan transcriptomeprofilingandpathwayanalysisofgenesexpresseddifferentiallyinparticipantswithorwithoutapositiveresponsetotopiramatetreatmentformethamphetamineaddiction
AT haningwilliam transcriptomeprofilingandpathwayanalysisofgenesexpresseddifferentiallyinparticipantswithorwithoutapositiveresponsetotopiramatetreatmentformethamphetamineaddiction
AT mawhinneydavidj transcriptomeprofilingandpathwayanalysisofgenesexpresseddifferentiallyinparticipantswithorwithoutapositiveresponsetotopiramatetreatmentformethamphetamineaddiction
AT weisdenis transcriptomeprofilingandpathwayanalysisofgenesexpresseddifferentiallyinparticipantswithorwithoutapositiveresponsetotopiramatetreatmentformethamphetamineaddiction
AT mccannmichael transcriptomeprofilingandpathwayanalysisofgenesexpresseddifferentiallyinparticipantswithorwithoutapositiveresponsetotopiramatetreatmentformethamphetamineaddiction
AT stockchristopher transcriptomeprofilingandpathwayanalysisofgenesexpresseddifferentiallyinparticipantswithorwithoutapositiveresponsetotopiramatetreatmentformethamphetamineaddiction
AT kahnroberta transcriptomeprofilingandpathwayanalysisofgenesexpresseddifferentiallyinparticipantswithorwithoutapositiveresponsetotopiramatetreatmentformethamphetamineaddiction
AT iturriagaerin transcriptomeprofilingandpathwayanalysisofgenesexpresseddifferentiallyinparticipantswithorwithoutapositiveresponsetotopiramatetreatmentformethamphetamineaddiction
AT yuelmer transcriptomeprofilingandpathwayanalysisofgenesexpresseddifferentiallyinparticipantswithorwithoutapositiveresponsetotopiramatetreatmentformethamphetamineaddiction
AT elkashefahmed transcriptomeprofilingandpathwayanalysisofgenesexpresseddifferentiallyinparticipantswithorwithoutapositiveresponsetotopiramatetreatmentformethamphetamineaddiction
AT johnsonbankolea transcriptomeprofilingandpathwayanalysisofgenesexpresseddifferentiallyinparticipantswithorwithoutapositiveresponsetotopiramatetreatmentformethamphetamineaddiction