Ko Ji Hyun, Feigin Andrew, Mattis Paul J, Tang Chris C, Ma Yilong, Dhawan Vijay, During Matthew J, Kaplitt Michael G, Eidelberg David
J Clin Invest. 2014 Aug;124(8):3656-66. doi: 10.1172/JCI75073. Epub 2014 Jul 18.
Patient responses to placebo and sham effects are a major obstacle to the development of therapies for brain disorders, including Parkinson's disease (PD). Here, we used functional brain imaging and network analysis to study the circuitry underlying placebo effects in PD subjects randomized to sham surgery as part of a double-blind gene therapy trial. Metabolic imaging was performed prior to randomization, then again at 6 and 12 months after sham surgery. In this cohort, the sham response was associated with the expression of a distinct cerebello-limbic circuit. The expression of this network increased consistently in patients blinded to treatment and correlated with independent clinical ratings. Once patients were unblinded, network expression declined toward baseline levels. Analogous network alterations were not seen with open-label levodopa treatment or during disease progression. Furthermore, sham outcomes in blinded patients correlated with baseline network expression, suggesting the potential use of this quantitative measure to identify "sham-susceptible" subjects before randomization. Indeed, Monte Carlo simulations revealed that a priori exclusion of such individuals substantially lowers the number of randomized participants needed to demonstrate treatment efficacy. Individualized subject selection based on a predetermined network criterion may therefore limit the need for sham interventions in future clinical trials.
患者对安慰剂和假手术效应的反应是包括帕金森病(PD)在内的脑部疾病治疗方法开发的主要障碍。在这里,作为一项双盲基因治疗试验的一部分,我们对随机接受假手术的帕金森病患者使用功能性脑成像和网络分析来研究安慰剂效应背后的神经回路。在随机分组前进行代谢成像,然后在假手术后6个月和12个月再次进行。在这个队列中,假手术反应与一个独特的小脑-边缘回路的表达相关。该网络的表达在不知情的患者中持续增加,并与独立的临床评分相关。一旦患者不再被蒙蔽,网络表达就会下降至基线水平。在开放标签左旋多巴治疗或疾病进展过程中未观察到类似的网络改变。此外,不知情患者的假手术结果与基线网络表达相关,这表明这种定量测量方法有可能在随机分组前用于识别“易受假手术影响”的受试者。事实上,蒙特卡洛模拟显示,事先排除这类个体可大幅减少证明治疗疗效所需的随机参与者数量。因此,基于预先确定的网络标准进行个体化受试者选择可能会减少未来临床试验中假手术干预的需求。