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Alternative remedies for insomnia: a proposed method for personalized therapeutic trials

机译:失眠的替代疗法:个性化治疗试验的建议方法

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摘要

Insomnia is a common symptom, with chronic insomnia being diagnosed in 5–10% of adults. Although many insomnia patients use prescription therapy for insomnia, the health benefits remain uncertain and adverse risks remain a concern. While similar effectiveness and risk concerns exist for herbal remedies, many individuals turn to such alternatives to prescriptions for insomnia. Like prescription hypnotics, herbal remedies that have undergone clinical testing often show subjective sleep improvements that exceed objective measures, which may relate to interindividual heterogeneity and/or placebo effects. Response heterogeneity can undermine traditional randomized trial approaches, which in some fields has prompted a shift toward stratified trials based on genotype or phenotype, or the so-called n-of-1 method of testing placebo versus active drug in within-person alternating blocks. We reviewed six independent compendiums of herbal agents to assemble a group of over 70 reported to benefit sleep. To bridge the gap between the unfeasible expectation of formal evidence in this space and the reality of common self-medication by those with insomnia, we propose a method for guided self-testing that overcomes certain operational barriers related to inter- and intraindividual sources of phenotypic variability. Patient-chosen outcomes drive a general statistical model that allows personalized self-assessment that can augment the open-label nature of routine practice. The potential advantages of this method include flexibility to implement for other (nonherbal) insomnia interventions.
机译:失眠是一种常见症状,慢性失眠在5-10%的成年人中被诊断出。尽管许多失眠症患者使用处方疗法治疗失眠症,但其健康益处仍然不确定,不良风险仍然令人担忧。尽管草药疗法也存在类似的功效和风险隐患,但许多人还是选择了失眠处方以外的替代方法。像处方催眠药一样,经过临床测试的草药通常会显示出超出客观指标的主观睡眠改善,这可能与个体间异质性和/或安慰剂作用有关。反应异质性可能会破坏传统的随机试验方法,在某些领域,这种方法已促使人们转向基于基因型或表型的分层试验,或者所谓的n-of-1方法,即在人内交替区中测试安慰剂与活性药物。我们审查了六个独立的草药资料汇编,以汇总一组据报道有益于睡眠的70多种药物。为了弥合这一领域对正式证据的不切实际期望和失眠症患者共同自我用药的现实之间的鸿沟,我们提出了一种指导性自我测试的方法,该方法克服了与表型间和个体内表型来源相关的某些操作障碍变化性。患者选择的结果驱动了一个通用的统计模型,该模型允许进行个性化的自我评估,从而可以增强常规做法的开放性。该方法的潜在优势包括可以灵活地实施其他(非草药)失眠干预措施。

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