Hanne Lie Kjærstad , Andreas Elleby Jespersen , Johanne Lilmose Bech , Sofie Weidemann , Anne Juul Bjertrup , Emilie Hestbæk Jacobsen , Sebastian Simonsen , Louise Birkedal Glenthøj , Merete Nordentoft , Kristian Reveles , Tine Wøbbe , Mads Lopes , Daniel Lyngholm , Kamilla Woznica Miskowiak
{"title":"Optimizing differential diagnostics and identifying transdiagnostic treatment targets using virtual reality","authors":"Hanne Lie Kjærstad , Andreas Elleby Jespersen , Johanne Lilmose Bech , Sofie Weidemann , Anne Juul Bjertrup , Emilie Hestbæk Jacobsen , Sebastian Simonsen , Louise Birkedal Glenthøj , Merete Nordentoft , Kristian Reveles , Tine Wøbbe , Mads Lopes , Daniel Lyngholm , Kamilla Woznica Miskowiak","doi":"10.1016/j.euroneuro.2024.11.006","DOIUrl":null,"url":null,"abstract":"<div><div>Accurate diagnosis in psychiatry remains a significant challenge, often delaying appropriate treatment and resulting in poorer clinical outcomes. Identifying precise biomarkers for differential diagnosis is therefore crucial. This study aimed to identify distinct behavioral and psychophysiological markers of emotional reactivity in virtual reality (VR) settings among individuals with bipolar disorder (BD), borderline personality disorder (BPD), schizophrenia spectrum disorders (SSD), and healthy controls (HC). Participants (BD: <em>n</em> = 32, BPD: <em>n</em> = 21, SSD: <em>n</em> = 17, HC: <em>n</em> = 30) aged 19–60 were exposed to six immersive 360-degree social VR scenarios, ranging from neutral to highly emotional contexts (e.g., an elevator ride, a crying baby). Emotional responses were self-rated on a 1–5 scale, while galvanic skin response (GSR) was continuously recorded. Scenarios assessed feelings of unpleasantness, pleasantness, being observed, and the urge to comfort. Across diagnoses, individuals with mental health conditions reported more negative emotional responses (greater unpleasantness) across both neutral and negative scenarios (<em>p</em>s ≤ 0.02) despite similar GSR levels to HC. Specifically, in the elevator scenario, BPD and SSD experienced greater unpleasantness and feelings of being observed, coupled with stronger GSRs compared to BD (<em>p</em>s ≤ 0.03). SSD reported higher unpleasantness in the canteen scenario, less pleasantness in the happy baby scenario, and overall higher GSR than BD (<em>p</em>s ≤ 0.049). Negative emotional reactivity was consistent across BD, BPD, and SSD, with heightened emotional and physiological responses distinguishing SSD and BPD from BD in specific VR contexts. VR-based assessments of emotional and physiological markers show promise for improving differential diagnosis and identifying transdiagnostic treatment targets.</div></div>","PeriodicalId":12049,"journal":{"name":"European Neuropsychopharmacology","volume":"92 ","pages":"Pages 1-9"},"PeriodicalIF":6.1000,"publicationDate":"2024-11-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"European Neuropsychopharmacology","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0924977X2400765X","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CLINICAL NEUROLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
Accurate diagnosis in psychiatry remains a significant challenge, often delaying appropriate treatment and resulting in poorer clinical outcomes. Identifying precise biomarkers for differential diagnosis is therefore crucial. This study aimed to identify distinct behavioral and psychophysiological markers of emotional reactivity in virtual reality (VR) settings among individuals with bipolar disorder (BD), borderline personality disorder (BPD), schizophrenia spectrum disorders (SSD), and healthy controls (HC). Participants (BD: n = 32, BPD: n = 21, SSD: n = 17, HC: n = 30) aged 19–60 were exposed to six immersive 360-degree social VR scenarios, ranging from neutral to highly emotional contexts (e.g., an elevator ride, a crying baby). Emotional responses were self-rated on a 1–5 scale, while galvanic skin response (GSR) was continuously recorded. Scenarios assessed feelings of unpleasantness, pleasantness, being observed, and the urge to comfort. Across diagnoses, individuals with mental health conditions reported more negative emotional responses (greater unpleasantness) across both neutral and negative scenarios (ps ≤ 0.02) despite similar GSR levels to HC. Specifically, in the elevator scenario, BPD and SSD experienced greater unpleasantness and feelings of being observed, coupled with stronger GSRs compared to BD (ps ≤ 0.03). SSD reported higher unpleasantness in the canteen scenario, less pleasantness in the happy baby scenario, and overall higher GSR than BD (ps ≤ 0.049). Negative emotional reactivity was consistent across BD, BPD, and SSD, with heightened emotional and physiological responses distinguishing SSD and BPD from BD in specific VR contexts. VR-based assessments of emotional and physiological markers show promise for improving differential diagnosis and identifying transdiagnostic treatment targets.
精神病学的准确诊断仍然是一项重大挑战,经常延误适当的治疗并导致较差的临床结果。因此,确定精确的生物标志物用于鉴别诊断至关重要。本研究旨在确定双相情感障碍(BD)、边缘型人格障碍(BPD)、精神分裂症谱系障碍(SSD)和健康对照(HC)患者在虚拟现实(VR)环境下情绪反应的不同行为和心理生理标志物。年龄在19-60岁的参与者(BD: n = 32, BPD: n = 21, SSD: n = 17, HC: n = 30)被暴露在6个沉浸式360度社交VR场景中,从中性到高度情绪化的场景(例如乘坐电梯,哭泣的婴儿)。情绪反应自评1-5级,同时连续记录皮肤电反应(GSR)。情景评估了不愉快的感觉、愉快的感觉、被观察的感觉和安慰的冲动。在诊断过程中,尽管与HC的GSR水平相似,但有精神健康状况的个体在中性和消极情景中都报告了更多的消极情绪反应(更大的不愉快)(ps≤0.02)。具体而言,在电梯场景中,BPD和SSD体验到更大的不愉快和被观察的感觉,并且gsr比BD更强(ps≤0.03)。SSD在食堂场景中报告的不愉快程度更高,在快乐婴儿场景中报告的不愉快程度更低,总体上的GSR高于BD (ps≤0.049)。负面情绪反应在BD、BPD和SSD中是一致的,在特定的VR环境中,SSD和BPD与BD之间的情绪和生理反应增强。基于vr的情绪和生理指标评估有望改善鉴别诊断和确定跨诊断治疗目标。
期刊介绍:
European Neuropsychopharmacology is the official publication of the European College of Neuropsychopharmacology (ECNP). In accordance with the mission of the College, the journal focuses on clinical and basic science contributions that advance our understanding of brain function and human behaviour and enable translation into improved treatments and enhanced public health impact in psychiatry. Recent years have been characterized by exciting advances in basic knowledge and available experimental techniques in neuroscience and genomics. However, clinical translation of these findings has not been as rapid. The journal aims to narrow this gap by promoting findings that are expected to have a major impact on both our understanding of the biological bases of mental disorders and the development and improvement of treatments, ideally paving the way for prevention and recovery.