Department of Psychological Medicine, Institute of Psychiatry, King's College London, UK.
Psychother Psychosom. 2011;80(6):353-8. doi: 10.1159/000327582. Epub 2011 Aug 6.
Chronic fatigue syndrome (CFS) is a heterogeneous condition. A few studies have shown that some independent factors predict outcomes after cognitive behaviour therapy (CBT). Two recent systematic reviews suggest that heterogeneity may moderate treatment outcomes. However, no study has explored whether subgroups of CFS predict response to treatment.
We used both latent class analysis (LCA) and latent class regression (LCR) to clarify the relationship between subgroups of CFS patients (n = 236), diagnosed using the Oxford diagnostic criteria, and the response to CBT. We measured symptoms, demographics, mood, and cognitive and behavioural responses to illness to define subgroups.
We found 5 latent classes by LCA, which did not differ in the direction of their response to CBT, with all classes showing improvement. In contrast, an exploratory LCR identified 4 latent classes, 1 of which predicted a poor response to CBT, whereas the other 3 predicted a good outcome, accounting for more than 70% of the patients. The negative outcome class was defined by weight fluctuations and physical shakiness, anxiety, pain and being focused on symptoms.
CBT should be offered to all classes of patients with CFS, when defined by these measures. It may be possible to predict a minority group with a negative outcome, but this exploratory work needs replication.
慢性疲劳综合征(CFS)是一种异质性疾病。一些研究表明,一些独立因素可以预测认知行为疗法(CBT)后的结果。最近的两项系统评价表明,异质性可能会调节治疗结果。然而,尚无研究探讨 CFS 的亚组是否可以预测对治疗的反应。
我们使用潜在类别分析(LCA)和潜在类别回归(LCR)来阐明使用牛津诊断标准诊断的 CFS 患者亚组(n=236)与 CBT 反应之间的关系。我们测量了症状、人口统计学、情绪以及对疾病的认知和行为反应,以定义亚组。
我们通过 LCA 发现了 5 个潜在类别,它们对 CBT 的反应方向没有差异,所有类别都有改善。相比之下,探索性 LCR 确定了 4 个潜在类别,其中 1 个类别预示着 CBT 反应不佳,而其他 3 个类别预示着良好的结果,占患者的 70%以上。消极结果类别由体重波动和身体颤抖、焦虑、疼痛和关注症状定义。
当根据这些指标定义 CFS 的所有患者类别时,应提供 CBT。有可能预测出具有负面结果的少数群体,但这项探索性工作需要复制。