1. FMRI-based prediction of naltrexone response in alcohol use disorder: a replication study
- Author
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Patrick Bach, Georg Weil, Sabine Vollstädt-Klein, Derik Hermann, Enrico Pompili, Karl Mann, Sabine Hoffmann, Wolfgang H. Sommer, and Falk Kiefer
- Subjects
Oncology ,medicine.medical_specialty ,Alcohol addiction ,Alcohol ,Alcohol use disorder ,Cue-reactivity ,Naltrexone ,03 medical and health sciences ,chemistry.chemical_compound ,0302 clinical medicine ,Recurrence ,Internal medicine ,Humans ,Medicine ,Pharmacology (medical) ,Relapse ,Biological Psychiatry ,Original Paper ,business.industry ,Proportional hazards model ,Precision medicine ,Alcohol dependence ,Reproducibility of Results ,General Medicine ,medicine.disease ,Magnetic Resonance Imaging ,3. Good health ,030227 psychiatry ,Clinical trial ,Alcoholism ,Psychiatry and Mental health ,Treatment Outcome ,chemistry ,Cue reactivity ,FMRI ,Number needed to treat ,business ,030217 neurology & neurosurgery ,medicine.drug - Abstract
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.
- Published
- 2021