BC Mental Health and Addictions Research Institute, Vancouver, BC, Canada; Department of Psychiatry, University of British Columbia, Vancouver, BC, Canada.
BC Mental Health and Addictions Research Institute, Vancouver, BC, Canada; Department of Bioinformatics, University of British Columbia, Vancouver, Canada.
Schizophr Res. 2024 Aug;270:220-228. doi: 10.1016/j.schres.2024.06.010. Epub 2024 Jun 25.
Neurocognitive impairment is a core feature of schizophrenia spectrum disorders (SSDs), and the relationship between cognition and symptoms in SSDs has been widely researched. Negative symptoms are related to a wide range of cognitive impairments; however, the aspects of negative symptoms that underpin this relationship have yet to be specified.
We used iterative Constrained Principal Component Analysis (iCPCA) to explore the relationship between 18 cognitive measures (including processing speed, attention, working, spatial and verbal memory and executive functions) and 46 symptoms in schizophrenia at the individual item level while minimizing the risk of Type I errors. ICPCA was conducted on a sample of SSD patients in the early stages of psychiatric treatment (n = 121) to determine the components of cognition overlapping with symptoms measured by the Scale for the Assessment of Negative Symptoms (SANS) and the Scale for the Assessment of Positive Symptoms (SAPS).
We found that a verbal memory component was associated with items from SANS and SAPS related to impoverished and disorganized emotional communication, language, and thought. In contrast, a working memory component was associated with SANS items related to motor system impoverishment.
The iCPCA allowed us to explore the associations between individual items, optimized to understand the overlap between symptoms and cognition. The specific symptoms linked to verbal and working memory impairments imply distinct brain networks, which further investigation may lead to our deeper understanding of the illness and the development of treatment methods.
神经认知障碍是精神分裂症谱系障碍(SSDs)的核心特征,认知与 SSD 症状之间的关系已得到广泛研究。阴性症状与广泛的认知障碍有关;然而,支撑这种关系的阴性症状方面尚未得到具体说明。
我们使用迭代约束主成分分析(iCPCA)在个体项目层面上探索 18 项认知测量(包括处理速度、注意力、工作、空间和言语记忆以及执行功能)与精神分裂症 46 个症状之间的关系,同时最大限度地降低 I 类错误的风险。iCPCA 是在精神科治疗早期的 SSD 患者样本(n=121)上进行的,以确定与 Scale for the Assessment of Negative Symptoms(SANS)和 Scale for the Assessment of Positive Symptoms(SAPS)测量的症状重叠的认知成分。
我们发现,言语记忆成分与 SANS 和 SAPS 中与情感交流、语言和思维贫困和混乱相关的项目有关。相比之下,工作记忆成分与与运动系统贫困相关的 SANS 项目有关。
iCPCA 使我们能够探索个体项目之间的关联,优化以理解症状和认知之间的重叠。与言语和工作记忆损伤相关的特定症状暗示着不同的大脑网络,进一步的研究可能会导致我们更深入地了解疾病,并开发治疗方法。