Black Kevin J, Acevedo Haley K, Koller Jonathan M
Department of Psychiatry, Washington University in St. Louis, St. Louis, MO, United States.
Departments of Neurology, Radiology and Neuroscience, Washington University in St. Louis, St. Louis, MO, United States.
Front Neurol. 2020 May 6;11:370. doi: 10.3389/fneur.2020.00370. eCollection 2020.
We propose a novel pharmacological fMRI (phMRI) method for objectively quantifying disease severity in Parkinson disease (PD). It is based on the clinical observation that the benefit from a dose of levodopa wears off more quickly as PD progresses. Biologically this has been thought to represent decreased buffering capacity for dopamine as nigrostriatal cells die. Buffering capacity has been modeled based on clinical effects, but clinical measurements are influenced by confounding factors. The new method proposes to measure the effect objectively based on the timing of the known response of several brain regions to exogenous levodopa. Such responses are robust and can be quantified using perfusion MRI. Here we present simulation studies based on published clinical dose-response data and an intravenous levodopa infusion. Standard pharmacokinetic-pharmacodynamic methods were used to model the response. Then the effect site rate constant was estimated from simulated response data plus Gaussian noise. Predicted time - effect curves sampled at times consistent with phMRI differ substantially based on clinical severity. Estimated from noisy input data was recovered with good accuracy. These simulation results support the feasibility of levodopa phMRI hysteresis mapping to measure the severity of dopamine denervation objectively and simultaneously in all brain regions with a robust imaging response to exogenous levodopa.
我们提出了一种新型的药理磁共振成像(phMRI)方法,用于客观量化帕金森病(PD)的疾病严重程度。该方法基于临床观察结果,即随着帕金森病的进展,一剂左旋多巴的疗效消失得更快。从生物学角度来看,这被认为是由于黑质纹状体细胞死亡导致多巴胺缓冲能力下降。缓冲能力已根据临床效果进行建模,但临床测量会受到混杂因素的影响。新方法建议根据几个脑区对外源性左旋多巴的已知反应时间来客观测量这种效应。这种反应很稳定,可以使用灌注磁共振成像进行量化。在此,我们基于已发表的临床剂量反应数据和静脉注射左旋多巴输注进行了模拟研究。使用标准的药代动力学 - 药效学方法对反应进行建模。然后从模拟反应数据加上高斯噪声中估计效应部位速率常数 。根据临床严重程度,在与phMRI一致的时间采样得到的预测时间 - 效应曲线有很大差异。从有噪声的输入数据中估计的 能以良好的精度恢复。这些模拟结果支持了左旋多巴phMRI滞后映射的可行性,即通过对外源性左旋多巴有强大成像反应的所有脑区,客观且同时地测量多巴胺去神经支配的严重程度。