Tang Sunny X, Hänsel Katrin, Oliver Lindsay D, Dickie Erin W, Hawco Colin, John Majnu, Voineskos Aristotle, Gold James M, Buchanan Robert W, Malhotra Anil K
Division of Psychiatry Research, Feinstein Institutes for Medical Research, Northwell Health, New Hyde Park, NY, USA.
Department of Psychiatry, Zucker Hillside Hospital, Northwell Health, New Hyde Park, NY, USA.
Schizophrenia (Heidelb). 2024 Jun 24;10(1):58. doi: 10.1038/s41537-024-00479-9.
Functional impairments contribute to poor quality of life in schizophrenia spectrum disorders (SSD). We sought to (Objective I) define the main functional phenotypes in SSD, then (Objective II) identify key biopsychosocial correlates, emphasizing interpretable data-driven methods. Objective I was tested on independent samples: Dataset I (N = 282) and Dataset II (N = 317), with SSD participants who underwent assessment of multiple functioning areas. Participants were clustered based on functioning. Objective II was evaluated in Dataset I by identifying key features for classifying functional phenotype clusters from among 65 sociodemographic, psychological, clinical, cognitive, and brain volume measures. Findings were replicated across latent discriminant analyses (LDA) and one-vs.-rest binomial regularized regressions to identify key predictors. We identified three clusters of participants in each dataset, demonstrating replicable functional phenotypes: Cluster 1-poor functioning across domains; Cluster 2-impaired Role Functioning, but partially preserved Independent and Social Functioning; Cluster 3-good functioning across domains. Key correlates were Avolition, anhedonia, left hippocampal volume, and measures of emotional intelligence and subjective social experience. Avolition appeared more closely tied to role functioning, and anhedonia to independent and social functioning. Thus, we found three replicable functional phenotypes with evidence that recovery may not be uniform across domains. Avolition and anhedonia were both critical but played different roles for different functional domains. It may be important to identify critical functional areas for individual patients and target interventions accordingly.
功能障碍会导致精神分裂症谱系障碍(SSD)患者的生活质量低下。我们试图(目标I)定义SSD的主要功能表型,然后(目标II)识别关键的生物心理社会关联因素,重点是可解释的数据驱动方法。目标I在独立样本上进行了测试:数据集I(N = 282)和数据集II(N = 317),其中SSD参与者接受了多个功能领域的评估。参与者根据功能进行聚类。目标II在数据集I中进行评估,通过从65项社会人口统计学、心理学、临床、认知和脑容量测量指标中识别用于分类功能表型聚类的关键特征。通过潜在判别分析(LDA)和一对其余二项式正则化回归重复研究结果,以识别关键预测因素。我们在每个数据集中识别出三组参与者,展示了可重复的功能表型:第1组——各领域功能均较差;第2组——角色功能受损,但独立功能和社交功能部分保留;第3组——各领域功能良好。关键关联因素是意志缺失、快感缺乏、左侧海马体积以及情商和主观社会体验的测量指标。意志缺失似乎与角色功能联系更紧密,而快感缺乏与独立功能和社交功能联系更紧密。因此,我们发现了三种可重复的功能表型,有证据表明各领域的恢复可能并不一致。意志缺失和快感缺乏都很关键,但在不同功能领域发挥着不同作用。识别个体患者的关键功能领域并据此针对性地进行干预可能很重要。