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Psychotherapy or medication for depression? Using individual symptom meta-analyses to derive a Symptom-Oriented Therapy (SOrT) metric for a personalised psychiatry
BACKGROUND: Antidepressant medication (ADM) and psychotherapy are effective treatments for major depressive disorder (MDD). It is unclear, however, if treatments differ in their effectiveness at the symptom level and whether symptom information can be utilised to inform treatment allocation. The pre...
Autores principales: | , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7273646/ https://www.ncbi.nlm.nih.gov/pubmed/32498707 http://dx.doi.org/10.1186/s12916-020-01623-9 |
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author | Kappelmann, Nils Rein, Martin Fietz, Julia Mayberg, Helen S. Craighead, W. Edward Dunlop, Boadie W. Nemeroff, Charles B. Keller, Martin Klein, Daniel N. Arnow, Bruce A. Husain, Nusrat Jarrett, Robin B. Vittengl, Jeffrey R. Menchetti, Marco Parker, Gordon Barber, Jacques P. Bastos, Andre G. Dekker, Jack Peen, Jaap Keck, Martin E. Kopf-Beck, Johannes |
author_facet | Kappelmann, Nils Rein, Martin Fietz, Julia Mayberg, Helen S. Craighead, W. Edward Dunlop, Boadie W. Nemeroff, Charles B. Keller, Martin Klein, Daniel N. Arnow, Bruce A. Husain, Nusrat Jarrett, Robin B. Vittengl, Jeffrey R. Menchetti, Marco Parker, Gordon Barber, Jacques P. Bastos, Andre G. Dekker, Jack Peen, Jaap Keck, Martin E. Kopf-Beck, Johannes |
author_sort | Kappelmann, Nils |
collection | PubMed |
description | BACKGROUND: Antidepressant medication (ADM) and psychotherapy are effective treatments for major depressive disorder (MDD). It is unclear, however, if treatments differ in their effectiveness at the symptom level and whether symptom information can be utilised to inform treatment allocation. The present study synthesises comparative effectiveness information from randomised controlled trials (RCTs) of ADM versus psychotherapy for MDD at the symptom level and develops and tests the Symptom-Oriented Therapy (SOrT) metric for precision treatment allocation. METHODS: First, we conducted systematic review and meta-analyses of RCTs comparing ADM and psychotherapy at the individual symptom level. We searched PubMed Medline, PsycINFO, and the Cochrane Central Register of Controlled Trials databases, a database specific for psychotherapy RCTs, and looked for unpublished RCTs. Random-effects meta-analyses were applied on sum-scores and for individual symptoms for the Hamilton Rating Scale for Depression (HAM-D) and Beck Depression Inventory (BDI) measures. Second, we computed the SOrT metric, which combines meta-analytic effect sizes with patients’ symptom profiles. The SOrT metric was evaluated using data from the Munich Antidepressant Response Signature (MARS) study (n = 407) and the Emory Predictors of Remission in Depression to Individual and Combined Treatments (PReDICT) study (n = 234). RESULTS: The systematic review identified 38 RCTs for qualitative inclusion, 27 and 19 for quantitative inclusion at the sum-score level, and 9 and 4 for quantitative inclusion on individual symptom level for the HAM-D and BDI, respectively. Neither meta-analytic strategy revealed significant differences in the effectiveness of ADM and psychotherapy across the two depression measures. The SOrT metric did not show meaningful associations with other clinical variables in the MARS sample, and there was no indication of utility of the metric for better treatment allocation from PReDICT data. CONCLUSIONS: This registered report showed no differences of ADM and psychotherapy for the treatment of MDD at sum-score and symptom levels. Symptom-based metrics such as the proposed SOrT metric do not inform allocation to these treatments, but predictive value of symptom information requires further testing for other treatment comparisons. |
format | Online Article Text |
id | pubmed-7273646 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-72736462020-06-08 Psychotherapy or medication for depression? Using individual symptom meta-analyses to derive a Symptom-Oriented Therapy (SOrT) metric for a personalised psychiatry Kappelmann, Nils Rein, Martin Fietz, Julia Mayberg, Helen S. Craighead, W. Edward Dunlop, Boadie W. Nemeroff, Charles B. Keller, Martin Klein, Daniel N. Arnow, Bruce A. Husain, Nusrat Jarrett, Robin B. Vittengl, Jeffrey R. Menchetti, Marco Parker, Gordon Barber, Jacques P. Bastos, Andre G. Dekker, Jack Peen, Jaap Keck, Martin E. Kopf-Beck, Johannes BMC Med Registered Report BACKGROUND: Antidepressant medication (ADM) and psychotherapy are effective treatments for major depressive disorder (MDD). It is unclear, however, if treatments differ in their effectiveness at the symptom level and whether symptom information can be utilised to inform treatment allocation. The present study synthesises comparative effectiveness information from randomised controlled trials (RCTs) of ADM versus psychotherapy for MDD at the symptom level and develops and tests the Symptom-Oriented Therapy (SOrT) metric for precision treatment allocation. METHODS: First, we conducted systematic review and meta-analyses of RCTs comparing ADM and psychotherapy at the individual symptom level. We searched PubMed Medline, PsycINFO, and the Cochrane Central Register of Controlled Trials databases, a database specific for psychotherapy RCTs, and looked for unpublished RCTs. Random-effects meta-analyses were applied on sum-scores and for individual symptoms for the Hamilton Rating Scale for Depression (HAM-D) and Beck Depression Inventory (BDI) measures. Second, we computed the SOrT metric, which combines meta-analytic effect sizes with patients’ symptom profiles. The SOrT metric was evaluated using data from the Munich Antidepressant Response Signature (MARS) study (n = 407) and the Emory Predictors of Remission in Depression to Individual and Combined Treatments (PReDICT) study (n = 234). RESULTS: The systematic review identified 38 RCTs for qualitative inclusion, 27 and 19 for quantitative inclusion at the sum-score level, and 9 and 4 for quantitative inclusion on individual symptom level for the HAM-D and BDI, respectively. Neither meta-analytic strategy revealed significant differences in the effectiveness of ADM and psychotherapy across the two depression measures. The SOrT metric did not show meaningful associations with other clinical variables in the MARS sample, and there was no indication of utility of the metric for better treatment allocation from PReDICT data. CONCLUSIONS: This registered report showed no differences of ADM and psychotherapy for the treatment of MDD at sum-score and symptom levels. Symptom-based metrics such as the proposed SOrT metric do not inform allocation to these treatments, but predictive value of symptom information requires further testing for other treatment comparisons. BioMed Central 2020-06-05 /pmc/articles/PMC7273646/ /pubmed/32498707 http://dx.doi.org/10.1186/s12916-020-01623-9 Text en © The Author(s) 2020 Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Registered Report Kappelmann, Nils Rein, Martin Fietz, Julia Mayberg, Helen S. Craighead, W. Edward Dunlop, Boadie W. Nemeroff, Charles B. Keller, Martin Klein, Daniel N. Arnow, Bruce A. Husain, Nusrat Jarrett, Robin B. Vittengl, Jeffrey R. Menchetti, Marco Parker, Gordon Barber, Jacques P. Bastos, Andre G. Dekker, Jack Peen, Jaap Keck, Martin E. Kopf-Beck, Johannes Psychotherapy or medication for depression? Using individual symptom meta-analyses to derive a Symptom-Oriented Therapy (SOrT) metric for a personalised psychiatry |
title | Psychotherapy or medication for depression? Using individual symptom meta-analyses to derive a Symptom-Oriented Therapy (SOrT) metric for a personalised psychiatry |
title_full | Psychotherapy or medication for depression? Using individual symptom meta-analyses to derive a Symptom-Oriented Therapy (SOrT) metric for a personalised psychiatry |
title_fullStr | Psychotherapy or medication for depression? Using individual symptom meta-analyses to derive a Symptom-Oriented Therapy (SOrT) metric for a personalised psychiatry |
title_full_unstemmed | Psychotherapy or medication for depression? Using individual symptom meta-analyses to derive a Symptom-Oriented Therapy (SOrT) metric for a personalised psychiatry |
title_short | Psychotherapy or medication for depression? Using individual symptom meta-analyses to derive a Symptom-Oriented Therapy (SOrT) metric for a personalised psychiatry |
title_sort | psychotherapy or medication for depression? using individual symptom meta-analyses to derive a symptom-oriented therapy (sort) metric for a personalised psychiatry |
topic | Registered Report |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7273646/ https://www.ncbi.nlm.nih.gov/pubmed/32498707 http://dx.doi.org/10.1186/s12916-020-01623-9 |
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