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FMRI-based prediction of naltrexone response in alcohol use disorder: a replication study

Pharmacological treatment in alcohol use disorder suffers from modest effect sizes. Efforts have been undertaken to identify patient characteristics that help to select individuals that benefit from pharmacological treatment. Previous studies indicated that neural alcohol cue-reactivity (CR) might p...

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Autores principales: Bach, Patrick, Weil, Georg, Pompili, Enrico, Hoffmann, Sabine, Hermann, Derik, Vollstädt-Klein, Sabine, Kiefer, Falk, Mann, Karl, Sommer, Wolfgang H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8236024/
https://www.ncbi.nlm.nih.gov/pubmed/33884495
http://dx.doi.org/10.1007/s00406-021-01259-7
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author Bach, Patrick
Weil, Georg
Pompili, Enrico
Hoffmann, Sabine
Hermann, Derik
Vollstädt-Klein, Sabine
Kiefer, Falk
Mann, Karl
Sommer, Wolfgang H.
author_facet Bach, Patrick
Weil, Georg
Pompili, Enrico
Hoffmann, Sabine
Hermann, Derik
Vollstädt-Klein, Sabine
Kiefer, Falk
Mann, Karl
Sommer, Wolfgang H.
author_sort Bach, Patrick
collection PubMed
description Pharmacological treatment in alcohol use disorder suffers from modest effect sizes. Efforts have been undertaken to identify patient characteristics that help to select individuals that benefit from pharmacological treatment. Previous studies indicated that neural alcohol cue-reactivity (CR) might provide a marker that identifies patients, which benefit from naltrexone treatment. We investigated the reproducibility of the association between ventral striatum (VS) activation and naltrexone (NTX) treatment response by analyzing data from a recent longitudinal clinical trial in N = 44 abstinent treatment-seeking alcohol-dependent patients. A follow-up was conducted over 3 months. We computed the percentage of significant voxels in VS and tested main effects and interactions with NTX treatment on relapse risk using Cox Regression models. We found a significant interaction effect between pre-treatment cue reactivity in the VS and NTX treatment on time to first heavy relapse (Hazard Ratio = 7.406, 95% CI 1.17–46.56, p = 0.033), such that the patient group with high VS activation (defined by a mean split) showed a significant medication effect (Hazard Ratio = 0.140, 95% CI 0.02–0.75, p = 0.022) with a number needed to treat of 3.4 [95% CI 2.413.5], while there was no significant effect in the group with low VS activation (Hazard Ratio = 0.726, p = 0.454). Thus, using an independent sample we replicated the previously described positive association between VS activation and NTX efficacy. Although our results should be considered cautiously in light of the small sample size, our results support the potential of neural alcohol CR as a tool for precision medicine approaches in alcohol dependence.
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spelling pubmed-82360242021-07-09 FMRI-based prediction of naltrexone response in alcohol use disorder: a replication study Bach, Patrick Weil, Georg Pompili, Enrico Hoffmann, Sabine Hermann, Derik Vollstädt-Klein, Sabine Kiefer, Falk Mann, Karl Sommer, Wolfgang H. Eur Arch Psychiatry Clin Neurosci Original Paper Pharmacological treatment in alcohol use disorder suffers from modest effect sizes. Efforts have been undertaken to identify patient characteristics that help to select individuals that benefit from pharmacological treatment. Previous studies indicated that neural alcohol cue-reactivity (CR) might provide a marker that identifies patients, which benefit from naltrexone treatment. We investigated the reproducibility of the association between ventral striatum (VS) activation and naltrexone (NTX) treatment response by analyzing data from a recent longitudinal clinical trial in N = 44 abstinent treatment-seeking alcohol-dependent patients. A follow-up was conducted over 3 months. We computed the percentage of significant voxels in VS and tested main effects and interactions with NTX treatment on relapse risk using Cox Regression models. We found a significant interaction effect between pre-treatment cue reactivity in the VS and NTX treatment on time to first heavy relapse (Hazard Ratio = 7.406, 95% CI 1.17–46.56, p = 0.033), such that the patient group with high VS activation (defined by a mean split) showed a significant medication effect (Hazard Ratio = 0.140, 95% CI 0.02–0.75, p = 0.022) with a number needed to treat of 3.4 [95% CI 2.413.5], while there was no significant effect in the group with low VS activation (Hazard Ratio = 0.726, p = 0.454). Thus, using an independent sample we replicated the previously described positive association between VS activation and NTX efficacy. Although our results should be considered cautiously in light of the small sample size, our results support the potential of neural alcohol CR as a tool for precision medicine approaches in alcohol dependence. Springer Berlin Heidelberg 2021-04-21 2021 /pmc/articles/PMC8236024/ /pubmed/33884495 http://dx.doi.org/10.1007/s00406-021-01259-7 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Original Paper
Bach, Patrick
Weil, Georg
Pompili, Enrico
Hoffmann, Sabine
Hermann, Derik
Vollstädt-Klein, Sabine
Kiefer, Falk
Mann, Karl
Sommer, Wolfgang H.
FMRI-based prediction of naltrexone response in alcohol use disorder: a replication study
title FMRI-based prediction of naltrexone response in alcohol use disorder: a replication study
title_full FMRI-based prediction of naltrexone response in alcohol use disorder: a replication study
title_fullStr FMRI-based prediction of naltrexone response in alcohol use disorder: a replication study
title_full_unstemmed FMRI-based prediction of naltrexone response in alcohol use disorder: a replication study
title_short FMRI-based prediction of naltrexone response in alcohol use disorder: a replication study
title_sort fmri-based prediction of naltrexone response in alcohol use disorder: a replication study
topic Original Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8236024/
https://www.ncbi.nlm.nih.gov/pubmed/33884495
http://dx.doi.org/10.1007/s00406-021-01259-7
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