Schwarz Adam J, Reese Torsten, Gozzi Alessandro, Bifone Angelo
Department of Neuroimaging, Centre of Excellence for Drug Discovery (Psychiatry), GlaxoSmithKline Medicines Research Centre, Verona, Italy.
Magn Reson Imaging. 2003 Dec;21(10):1191-200. doi: 10.1016/j.mri.2003.08.020.
In pharmacological fMRI experiments in animal models, blood pool contrast agents may be used to map cerebral blood volume change as a surrogate for neural activation. When the background signal drift due to contrast agent washout is non-negligible over the duration of the signal changes of interest, time-course detrending is essential for accurate interpretation of the experiment. Detrending approaches based on estimation of the background signal from a baseline period of the time course prior to pharmacological (or functional) challenge were evaluated with the aim of identifying a robust method of estimating the contrast agent washout contribution to the background signal drift. For fMRI studies in the rat, it was found that a constrained fit of a mono-exponential washout model was more accurate than a constant background approximation and unconstrained fits for experiments investigating the functional response to rapid pharmacological challenges such as cocaine and amphetamine. Moreover, the constrained fitting approach allows shorter baseline periods than unconstrained extrapolation, reducing the required duration of the experiment.
在动物模型的药理功能磁共振成像实验中,血池造影剂可用于绘制脑血容量变化图,作为神经激活的替代指标。当在感兴趣的信号变化持续时间内,由于造影剂洗脱导致的背景信号漂移不可忽略时,时程去趋势对于准确解释实验至关重要。基于在药理(或功能)刺激之前的时间进程基线期估计背景信号的去趋势方法进行了评估,目的是确定一种稳健的方法来估计造影剂洗脱对背景信号漂移的贡献。对于大鼠的功能磁共振成像研究,发现对于研究对可卡因和苯丙胺等快速药理刺激的功能反应的实验,单指数洗脱模型的约束拟合比恒定背景近似和无约束拟合更准确。此外,与无约束外推相比,约束拟合方法允许更短的基线期,从而减少了实验所需的持续时间。