TY - JOUR A1 - Schwarzmeier, Hanna A1 - Leehr, Elisabeth Johanna A1 - Böhnlein, Joscha A1 - Seeger, Fabian Reinhard A1 - Roesmann, Kati A1 - Gathmann, Bettina A1 - Herrmann, Martin J. A1 - Siminski, Niklas A1 - Junghöfer, Markus A1 - Straube, Thomas A1 - Grotegerd, Dominik A1 - Dannlowski, Udo T1 - Theranostic markers for personalized therapy of spider phobia: Methods of a bicentric external cross‐validation machine learning approach JF - International Journal of Methods in Psychiatric Research N2 - Objectives Embedded in the Collaborative Research Center “Fear, Anxiety, Anxiety Disorders” (CRC‐TRR58), this bicentric clinical study aims at identifying biobehavioral markers of treatment (non‐)response by applying machine learning methodology with an external cross‐validation protocol. We hypothesize that a priori prediction of treatment (non‐)response is possible in a second, independent sample based on multimodal markers. Methods One‐session virtual reality exposure treatment (VRET) with patients with spider phobia was conducted on two sites. Clinical, neuroimaging, and genetic data were assessed at baseline, post‐treatment and after 6 months. The primary and secondary outcomes defining treatment response are as follows: 30% reduction regarding the individual score in the Spider Phobia Questionnaire and 50% reduction regarding the individual distance in the behavioral avoidance test. Results N = 204 patients have been included (n = 100 in Würzburg, n = 104 in Münster). Sample characteristics for both sites are comparable. Discussion This study will offer cross‐validated theranostic markers for predicting the individual success of exposure‐based therapy. Findings will support clinical decision‐making on personalized therapy, bridge the gap between basic and clinical research, and bring stratified therapy into reach. The study is registered at ClinicalTrials.gov (ID: NCT03208400). KW - machine learning KW - spider phobia KW - theranostic markers Y1 - 2020 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-213430 VL - 29 IS - 2 ER - TY - JOUR A1 - Domschke, Katharina A1 - Zwanzger, Peter A1 - Rehbein, Maimu A. A1 - Steinberg, Christian A1 - Knoke, Kathrin A1 - Dobel, Christian A1 - Klinkenberg, Isabelle A1 - Kugel, Harald A1 - Kersting, Anette A1 - Arolt, Volker A1 - Pantev, Christo A1 - Junghofer, Markus T1 - Magnetoencephalographic Correlates of Emotional Processing in Major Depression Before and After Pharmacological Treatment JF - International Journal of Neuropsychopharmacology N2 - Background: In major depressive disorder (MDD), electrophysiological and imaging studies suggest reduced neural activity in the parietal and dorsolateral prefrontal cortex regions. In the present study, neural correlates of emotional processing in MDD were analyzed for the first time in a pre-/post-treatment design by means of magnetoencephalography (MEG), allowing for detecting temporal dynamics of brain activation. Methods: Twenty-five medication-free Caucasian in-patients with MDD and 25 matched controls underwent a baseline MEG session with passive viewing of pleasant, unpleasant, and neutral pictures. Fifteen patients were followed-up with a second MEG session after 4 weeks of antidepressant monopharmacotherapy with mirtazapine. The corresponding controls received no intervention between the measurements. The clinical course of depression was assessed using the Hamilton Depression scale. Results: Prior to treatment, an overall neocortical hypoactivation during emotional processing, particularly at the parietal regions and areas at the right temporoparietal junction, as well as abnormal valence-specific reactions at the right parietal and bilateral dorsolateral prefrontal cortex (dlPFC) regions were observed in patients compared to controls. These effects occurred <150ms, suggesting dysfunctional processing of emotional stimuli at a preconscious level. Successful antidepressant treatment resulted in a normalization of the hypoactivation at the right parietal and right temporoparietal regions. Accordingly, both dlPFC regions revealed an increase of activity after therapy. Conclusions: The present study provides neurophysiological evidence for dysfunctional emotional processing in a fronto-parieto-temporal network, possibly contributing to the pathogenesis of MDD. These activation patterns might have the potential to serve as biomarkers of treatment success. KW - Dorsolateral prefrontal cortex KW - IAPS KW - MDD KW - EEG KW - MEG KW - parietal hypoactivation KW - temporoparietal junction Y1 - 2016 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-165523 VL - 2016 ER - TY - JOUR A1 - Domschke, Katharina A1 - Zwanzger, Peter A1 - Rehbein, Maimu A A1 - Steinberg, Christian A1 - Knoke, Kathrin A1 - Dobel, Christian A1 - Klinkenberg, Isabelle A1 - Kugel, Harald A1 - Kersting, Anette A1 - Arolt, Volker A1 - Pantev, Christo A1 - Junghofer, Markus T1 - Magnetoencephalographic correlates of emotional processing in major depression before and after pharmacological treatment JF - International Journal of Neuropsychopharmacology N2 - Background: In major depressive disorder (MDD), electrophysiological and imaging studies suggest reduced neural activity in the parietal and dorsolateral prefrontal cortex regions. In the present study, neural correlates of emotional processing in MDD were analyzed for the first time in a pre-/post-treatment design by means of magnetoencephalography (MEG), allowing for detecting temporal dynamics of brain activation. Methods: Twenty-five medication-free Caucasian in-patients with MDD and 25 matched controls underwent a baseline MEG session with passive viewing of pleasant, unpleasant, and neutral pictures. Fifteen patients were followed-up with a second MEG session after 4 weeks of antidepressant monopharmacotherapy with mirtazapine. The corresponding controls received no intervention between the measurements. The clinical course of depression was assessed using the Hamilton Depression scale. Results: Prior to treatment, an overall neocortical hypoactivation during emotional processing, particularly at the parietal regions and areas at the right temporoparietal junction, as well as abnormal valence-specific reactions at the right parietal and bilateral dorsolateral prefrontal cortex (dlPFC) regions were observed in patients compared to controls. These effects occurred <150ms, suggesting dysfunctional processing of emotional stimuli at a preconscious level. Successful antidepressant treatment resulted in a normalization of the hypoactivation at the right parietal and right temporoparietal regions. Accordingly, both dlPFC regions revealed an increase of activity after therapy. Conclusions: The present study provides neurophysiological evidence for dysfunctional emotional processing in a fronto-parieto-temporal network, possibly contributing to the pathogenesis of MDD. These activation patterns might have the potential to serve as biomarkers of treatment success. KW - dorsolateral prefrontal cortex KW - temporoparietal junction KW - parietal hypoactivation KW - IAPS KW - EEG KW - MEG KW - MDD Y1 - 2016 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-149873 VL - 19 IS - 2 ER -