Andrew J Watson, Dominic Stringer, Andrew Pickles, Paul McCrone, Clare Reeder, Max Birchwood, David Fowler, Kathryn Greenwood, Sonia Johnson, Jesus Perez, Andrew Thompson, Rachel Upthegrove, Jon Wilson, Alex Kenny, Iris Isok, Balaji Suseendrabose, Eileen M Joyce, Til Wykes, Matteo Cella
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Verbal and visual learning improvement showed independent relationships to improved social functioning and negative symptoms. Only visual learning improvement was positively associated with personal goal achievement. Pre- and post-CR networks did not differ in structure (M = 0.20, p = 0.45) but differed in global strength, reflecting greater overall connectivity in the post-CR network (S = 0.91, p = 0.03).</p><p><strong>Conclusions: </strong>Negative symptoms influenced network changes following therapy, and their reduction was linked to improvement in verbal and visual learning following CR. 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引用次数: 0
摘要
背景:虽然认知修复(cognitive remediation, CR)可以改善认知和功能,但促进或抑制其有效性的关键特征,尤其是认知领域之间的关键特征,仍不清楚。发现这些关键特性将有助于开发更有影响力的CR。目的:利用一种新颖的网络分析方法,确定认知、症状和功能之间的相互关系,以及CR如何影响这些恢复结果。方法:对早期精神病CR患者的随机对照试验资料(N = 165)进行二次分析。估计正则化的部分相关网络,包括治疗前、治疗后的症状、认知和功能,以及随时间的变化。比较了cr前后网络的整体强度、结构、边缘不变性和中心性不变性。结果:认知、阴性和阳性症状是可分离的构念,症状与认知有独立的关系。阴性症状是CR网络的核心,与功能改变的关系最为密切。语言和视觉学习的改善与社会功能的改善和负面症状的改善有独立的关系。只有视觉学习的改善与个人目标的实现呈正相关。cr前和cr后网络在结构上没有差异(M = 0.20, p = 0.45),但在整体强度上存在差异,反映了cr后网络更大的整体连通性(S = 0.91, p = 0.03)。结论:消极症状影响治疗后的网络变化,其减少与CR后语言和视觉学习的改善有关。视觉和语言学习与功能之间的独立关系表明,它们可能是增强社会和职业功能的关键干预目标。
A network approach exploring the effects of cognitive remediation on cognition, symptoms, and functioning in early psychosis.
Background: Although cognitive remediation (CR) improves cognition and functioning, the key features that promote or inhibit its effectiveness, especially between cognitive domains, remain unknown. Discovering these key features will help to develop CR for more impact.
Aim: To identify interrelations between cognition, symptoms, and functioning, using a novel network analysis approach and how CR affects these recovery outcomes.
Methods: A secondary analysis of randomized controlled trial data (N = 165) of CR in early psychosis. Regularized partial correlation networks were estimated, including symptoms, cognition, and functioning, for pre-, post-treatment, and change over time. Pre- and post-CR networks were compared on global strength, structure, edge invariance, and centrality invariance.
Results: Cognition, negative, and positive symptoms were separable constructs, with symptoms showing independent relationships with cognition. Negative symptoms were central to the CR networks and most strongly associated with change in functioning. Verbal and visual learning improvement showed independent relationships to improved social functioning and negative symptoms. Only visual learning improvement was positively associated with personal goal achievement. Pre- and post-CR networks did not differ in structure (M = 0.20, p = 0.45) but differed in global strength, reflecting greater overall connectivity in the post-CR network (S = 0.91, p = 0.03).
Conclusions: Negative symptoms influenced network changes following therapy, and their reduction was linked to improvement in verbal and visual learning following CR. Independent relationships between visual and verbal learning and functioning suggest that they may be key intervention targets to enhance social and occupational functioning.
期刊介绍:
Now in its fifth decade of publication, Psychological Medicine is a leading international journal in the fields of psychiatry, related aspects of psychology and basic sciences. From 2014, there are 16 issues a year, each featuring original articles reporting key research being undertaken worldwide, together with shorter editorials by distinguished scholars and an important book review section. The journal''s success is clearly demonstrated by a consistently high impact factor.