Results of the European Group for the Study of Resistant Depression (GSRD) — basis for further research and clinical practice

L. Bartova, M. Dold, A. Kautzky, C. Fabbri, M. Spies, A. Serretti, D. Souery, J. Mendlewicz, J. Zohar, S. Montgomery, A. Schosser, S. Kasper
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引用次数: 90

Abstract

Abstract Objectives: The overview outlines two decades of research from the European Group for the Study of Resistant Depression (GSRD) that fundamentally impacted evidence-based algorithms for diagnostics and psychopharmacotherapy of treatment-resistant depression (TRD). Methods: The GSRD staging model characterising response, non-response and resistance to antidepressant (AD) treatment was applied to 2762 patients in eight European countries. Results: In case of non-response, dose escalation and switching between different AD classes did not show superiority over continuation of original AD treatment. Predictors for TRD were symptom severity, duration of the current major depressive episode (MDE), suicidality, psychotic and melancholic features, comorbid anxiety and personality disorders, add-on treatment, non-response to the first AD, adverse effects, high occupational level, recurrent disease course, previous hospitalisations, positive family history of MDD, early age of onset and novel associations of single nucleoid polymorphisms (SNPs) within the PPP3CC, ST8SIA2, CHL1, GAP43 and ITGB3 genes and gene pathways associated with neuroplasticity, intracellular signalling and chromatin silencing. A prediction model reaching accuracy of above 0.7 highlighted symptom severity, suicidality, comorbid anxiety and lifetime MDEs as the most informative predictors for TRD. Applying machine-learning algorithms, a signature of three SNPs of the BDNF, PPP3CC and HTR2A genes and lacking melancholia predicted treatment response. Conclusions: The GSRD findings offer a unique and balanced perspective on TRD representing foundation for further research elaborating on specific clinical and genetic hypotheses and treatment strategies within appropriate study-designs, especially interaction-based models and randomized controlled trials.
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欧洲抗抑郁研究小组(GSRD)的结果-进一步研究和临床实践的基础
摘要目的:本文概述了欧洲难治性抑郁症研究小组(GSRD) 20年来的研究,这些研究从根本上影响了难治性抑郁症(TRD)诊断和精神药物治疗的循证算法。方法:对8个欧洲国家的2762例患者采用GSRD分期模型,对抗抑郁药(AD)治疗有反应、无反应和耐药。结果:在无反应的情况下,剂量递增和不同AD类别之间的切换并不比继续原AD治疗有优势。TRD的预测因子包括症状严重程度、当前重度抑郁发作(MDE)持续时间、自杀倾向、精神病性和忧郁特征、共病焦虑和人格障碍、附加治疗、对首次AD无反应、不良反应、高职业水平、复发病程、既往住院、MDD阳性家族史、发病年龄早以及PPP3CC、ST8SIA2、CHL1中单核多态性(snp)的新关联。GAP43和ITGB3基因和基因通路与神经可塑性、细胞内信号传导和染色质沉默相关。准确度在0.7以上的预测模型强调了症状严重程度、自杀倾向、共病焦虑和终生MDEs是TRD最有信息的预测因子。应用机器学习算法,BDNF、PPP3CC和HTR2A基因的三个snp特征和缺乏忧郁症预测治疗反应。结论:GSRD的研究结果为进一步研究TRD提供了一个独特而平衡的视角,为在适当的研究设计中详细阐述特定的临床和遗传假设和治疗策略,特别是基于相互作用的模型和随机对照试验奠定了基础。
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