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Pretreatment metabotype as a predictor of response to sertraline or placebo in depressed outpatients: a proof of concept
The purpose of this study was to determine whether the baseline metabolic profile (that is, metabotype) of a patient with major depressive disorder (MDD) would define how an individual will respond to treatment. Outpatients with MDD were randomly assigned to sertraline (up to 150 mg per day) (N=43)...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2011
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3232004/ https://www.ncbi.nlm.nih.gov/pubmed/22162828 http://dx.doi.org/10.1038/tp.2011.22 |
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author | Kaddurah-Daouk, R Boyle, S H Matson, W Sharma, S Matson, S Zhu, H Bogdanov, M B Churchill, E Krishnan, R R Rush, A J Pickering, E Delnomdedieu, M |
author_facet | Kaddurah-Daouk, R Boyle, S H Matson, W Sharma, S Matson, S Zhu, H Bogdanov, M B Churchill, E Krishnan, R R Rush, A J Pickering, E Delnomdedieu, M |
author_sort | Kaddurah-Daouk, R |
collection | PubMed |
description | The purpose of this study was to determine whether the baseline metabolic profile (that is, metabotype) of a patient with major depressive disorder (MDD) would define how an individual will respond to treatment. Outpatients with MDD were randomly assigned to sertraline (up to 150 mg per day) (N=43) or placebo (N=46) in a double-blind 4-week trial. Baseline serum samples were profiled using the liquid chromatography electrochemical array; the output was digitized to create a ‘digital map' of the entire measurable response for a particular sample. Response was defined as ⩾50% reduction baseline to week 4 in the 17-item Hamilton Rating Scale for Depression total score. Models were built using the one-out method for cross-validation. Multivariate analyses showed that metabolic profiles partially separated responders and non-responders to sertraline or to placebo. For the sertraline models, the overall correct classification rate was 81% whereas it was 72% for the placebo models. Several pathways were implicated in separation of responders and non-responders on sertraline and on placebo including phenylalanine, tryptophan, purine and tocopherol. Dihydroxyphenylacetic acid, tocopherols and serotonin were common metabolites in separating responders and non-responders to both drug and placebo. Pretreatment metabotypes may predict which depressed patients will respond to acute treatment (4 weeks) with sertraline or placebo. Some pathways were informative for both treatments whereas other pathways were unique in predicting response to either sertraline or placebo. Metabolomics may inform the biochemical basis for the early efficacy of sertraline. |
format | Online Article Text |
id | pubmed-3232004 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2011 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-32320042011-12-06 Pretreatment metabotype as a predictor of response to sertraline or placebo in depressed outpatients: a proof of concept Kaddurah-Daouk, R Boyle, S H Matson, W Sharma, S Matson, S Zhu, H Bogdanov, M B Churchill, E Krishnan, R R Rush, A J Pickering, E Delnomdedieu, M Transl Psychiatry Original Article The purpose of this study was to determine whether the baseline metabolic profile (that is, metabotype) of a patient with major depressive disorder (MDD) would define how an individual will respond to treatment. Outpatients with MDD were randomly assigned to sertraline (up to 150 mg per day) (N=43) or placebo (N=46) in a double-blind 4-week trial. Baseline serum samples were profiled using the liquid chromatography electrochemical array; the output was digitized to create a ‘digital map' of the entire measurable response for a particular sample. Response was defined as ⩾50% reduction baseline to week 4 in the 17-item Hamilton Rating Scale for Depression total score. Models were built using the one-out method for cross-validation. Multivariate analyses showed that metabolic profiles partially separated responders and non-responders to sertraline or to placebo. For the sertraline models, the overall correct classification rate was 81% whereas it was 72% for the placebo models. Several pathways were implicated in separation of responders and non-responders on sertraline and on placebo including phenylalanine, tryptophan, purine and tocopherol. Dihydroxyphenylacetic acid, tocopherols and serotonin were common metabolites in separating responders and non-responders to both drug and placebo. Pretreatment metabotypes may predict which depressed patients will respond to acute treatment (4 weeks) with sertraline or placebo. Some pathways were informative for both treatments whereas other pathways were unique in predicting response to either sertraline or placebo. Metabolomics may inform the biochemical basis for the early efficacy of sertraline. Nature Publishing Group 2011-07 2011-07-26 /pmc/articles/PMC3232004/ /pubmed/22162828 http://dx.doi.org/10.1038/tp.2011.22 Text en Copyright © 2011 Macmillan Publishers Limited http://creativecommons.org/licenses/by-nc-nd/3.0/ This work is licensed under the Creative Commons Attribution-NonCommercial-No Derivative Works 3.0 Unported License. To view a copy of this license, visit http://creativecommons.org/licenses/by-nc-nd/3.0/ |
spellingShingle | Original Article Kaddurah-Daouk, R Boyle, S H Matson, W Sharma, S Matson, S Zhu, H Bogdanov, M B Churchill, E Krishnan, R R Rush, A J Pickering, E Delnomdedieu, M Pretreatment metabotype as a predictor of response to sertraline or placebo in depressed outpatients: a proof of concept |
title | Pretreatment metabotype as a predictor of response to sertraline or placebo in depressed outpatients: a proof of concept |
title_full | Pretreatment metabotype as a predictor of response to sertraline or placebo in depressed outpatients: a proof of concept |
title_fullStr | Pretreatment metabotype as a predictor of response to sertraline or placebo in depressed outpatients: a proof of concept |
title_full_unstemmed | Pretreatment metabotype as a predictor of response to sertraline or placebo in depressed outpatients: a proof of concept |
title_short | Pretreatment metabotype as a predictor of response to sertraline or placebo in depressed outpatients: a proof of concept |
title_sort | pretreatment metabotype as a predictor of response to sertraline or placebo in depressed outpatients: a proof of concept |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3232004/ https://www.ncbi.nlm.nih.gov/pubmed/22162828 http://dx.doi.org/10.1038/tp.2011.22 |
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