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临床高危青年精神病患者的认知亚型

Cognitive subtypes in youth at clinical high risk for psychosis.

作者信息

Yassin Walid, Green James, Keshavan Matcheri, Del Re Elisabetta C, Addington Jean, Bearden Carrie E, Cadenhead Kristin S, Cannon Tyrone D, Cornblatt Barbara A, Mathalon Daniel H, Perkins Diana O, Walker Elaine F, Woods Scott W, Stone William S

出版信息

medRxiv. 2024 Aug 8:2024.08.07.24311240. doi: 10.1101/2024.08.07.24311240.

Abstract

INTRODUCTION

Schizophrenia is a mental health condition that severely impacts well-being. Cognitive impairment is among its core features, often presenting well before the onset of overt psychosis, underscoring a critical need to study it in the psychosis proneness (clinical high risk; CHR) stage, to maximize the benefits of interventions and to improve clinical outcomes. However, given the heterogeneity of cognitive impairment in this population, a one-size-fits-all approach to therapeutic interventions would likely be insufficient. Thus, identifying cognitive subtypes in this population is crucial for tailored and successful therapeutic interventions. Here we identify, validate, and characterize cognitive subtypes in large CHR samples and delineate their baseline and longitudinal cognitive and functional trajectories.

METHODS

Using machine learning, we performed cluster analysis on cognitive measures in a large sample of CHR youth (n = 764), and demographically comparable controls (HC; n = 280) from the North American Prodrome Longitudinal Study (NAPLS) 2, and independently validated our findings with an equally large sample (NAPLS 3; n = 628 CHR, 84 HC). By utilizing several statistical approaches, we compared the clusters on cognition and functioning at baseline, and over 24 months of followup. We further delineate the conversion status within those clusters.

RESULTS

Two main cognitive clusters were identified, "impaired" and "intact" across all cognitive domains in CHR compared to HC. Baseline differences between the cognitively intact cluster and HC were found in the verbal abilities and attention and working memory domains. Longitudinally, those in the cognitively impaired cluster group demonstrated an overall floor effect and did not deteriorate further over time. However, a "catch up" trajectory was observed in the attention and working memory domain. This group had higher instances of conversion overall, with these converters having significantly more non-affective psychotic disorder diagnosis versus bipolar disorder, than those with intact cognition. In the cognitively intact group, we observed differences in trajectory based on conversion status, where those who start with intact cognition and later convert demonstrate a sharp decline in attention and functioning. Functioning was significantly better in the cognitively intact than in the impaired group at baseline. Most of the cognitive trajectories demonstrate a positive relationship with functional ones.

CONCLUSION

Our findings provide evidence for intact and impaired cognitive subtypes in youth at CHR, independent of conversion status. They further indicate that attention and working memory are important to distinguish between the CHR with intact cognition and controls. The cognitively intact CHR group becomes less attentive after conversion, while the cognitively impaired one demonstrates a catch up trajectory on both attention and working memory. Overall, early evaluation, covering several cognitive domains, is crucial for identifying trajectories of improvement and deterioration for the purpose of tailoring intervention for improving outcomes in individuals at CHR for psychosis.

摘要

引言

精神分裂症是一种严重影响幸福感的心理健康状况。认知障碍是其核心特征之一,通常在明显的精神病发作之前就已出现,这突出表明在精神病易感性(临床高危;CHR)阶段对其进行研究至关重要,以便最大限度地发挥干预措施的益处并改善临床结果。然而,鉴于该人群认知障碍的异质性,采用一刀切的治疗干预方法可能并不充分。因此,识别该人群中的认知亚型对于量身定制且成功的治疗干预至关重要。在此,我们在大型CHR样本中识别、验证并描述认知亚型,并描绘其基线以及纵向的认知和功能轨迹。

方法

我们使用机器学习方法,对来自北美前驱期纵向研究(NAPLS)2的大量CHR青年样本(n = 764)以及人口统计学上可比的对照组(HC;n = 280)的认知测量数据进行聚类分析,并使用同样大的样本(NAPLS 3;n = 628名CHR,84名HC)独立验证我们的发现。通过运用多种统计方法,我们比较了这些聚类在基线时以及随访24个月期间的认知和功能情况。我们还进一步描绘了这些聚类中的转化状态。

结果

与HC相比,在CHR的所有认知领域中识别出了两个主要的认知聚类,即“受损”和“未受损”。在言语能力以及注意力和工作记忆领域发现了认知未受损聚类与HC之间的基线差异。从纵向来看,认知受损聚类组总体呈现出地板效应,并且随着时间推移并未进一步恶化。然而,在注意力和工作记忆领域观察到了一种“追赶”轨迹。该组总体上转化的情况更多,与双相情感障碍相比,这些转化者被诊断为非情感性精神病性障碍的情况显著更多,而认知未受损者则不然。在认知未受损组中,我们观察到基于转化状态的轨迹差异,即那些最初认知未受损而后转化的个体在注意力和功能方面出现急剧下降。在基线时,认知未受损组的功能明显优于受损组。大多数认知轨迹与功能轨迹呈现正相关。

结论

我们的研究结果为CHR青年中存在未受损和受损的认知亚型提供了证据,且与转化状态无关。它们进一步表明,注意力和工作记忆对于区分认知未受损的CHR个体与对照组很重要。认知未受损的CHR组在转化后注意力会下降,而认知受损组在注意力和工作记忆方面都呈现出追赶轨迹。总体而言,涵盖多个认知领域的早期评估对于识别改善和恶化轨迹至关重要,以便为改善CHR个体的精神病结局量身定制干预措施。

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