Cognitive‐Behavioral Therapy for Insomnia to Reduce Chronic Migraine: A Sequential Bayesian Analysis

失眠症 偏头痛 失眠的认知行为疗法 慢性失眠 认知行为疗法 认知 贝叶斯概率 医学 临床心理学 心理学 心理治疗师 精神科 人工智能 睡眠障碍 计算机科学
作者
Todd A. Smitherman,Alexander J. Kuka,Anne H. Calhoun,A. Brooke Pellegrino Walters,Rachel Davis-Martin,C Ambrose,Jeanetta Rains,Timothy T. Houle
出处
期刊:Headache [Wiley]
卷期号:58 (7): 1052-1059 被引量:66
标识
DOI:10.1111/head.13313
摘要

Background Insomnia is frequently comorbid with chronic migraine, and small trials suggest that cognitive‐behavioral treatment of insomnia (CBTi) may reduce migraine frequency. This study endeavored to provide a quantitative synthesis of existing CBTi trials for adults with chronic migraine using Bayesian statistical methods, given their utility in combining prior knowledge with sequentially gathered data. Methods Completer analyses of 2 randomized trials comparing CBTi to a sham control intervention (Calhoun and Ford, 2007; Smitherman et al, 2016) were used to quantify the effects of a brief course of treatment on headache frequency. Change in headache frequency from baseline to the primary endpoint (6‐8 weeks posttreatment) was regressed on group status using a Gaussian linear model with each study specified in the order of completion. To estimate the combined effect, posterior distributions from the Calhoun and Ford study were used as informative priors for conditioning on the Smitherman et al data. Results In a combined analysis of these prior studies, monthly headache frequency of the treatment group decreased by 6.2 days (95%CrI: −9.7 to −2.7) more than the control group, supporting an interpretation that there is a 97.5% chance that the treatment intervention is at least 2.7 days better than the control intervention. The analysis supports the hypothesis that at least for those who complete treatment, there is high probability that individuals who receive CBTi experience greater headache reduction than those who receive a control intervention equated for therapist time and out‐of‐session skills practice. Conclusion Cognitive‐behavioral interventions for comorbid insomnia hold promise for reducing headache frequency among those with chronic migraine. These findings add to a small but growing body of literature that migraineurs with comorbid conditions often respond well to behavioral interventions, and that targeting comorbidities may improve migraine itself.

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