Birn Rasmus M, Bandettini Peter A
Laboratory of Brain and Cognition, National Institute of Mental Health, Bethesda, MD 20892-1148, USA.
Neuroimage. 2005 Aug 1;27(1):70-82. doi: 10.1016/j.neuroimage.2005.03.040.
An ongoing question in functional MRI is precisely how measured signal changes relate to neuronal activity. While this question has been probed using animal models and electrophysiologic measures of neuronal activity, it has also been probed by examining, in humans, the spatial location, magnitude, and temporal dynamics of signal changes to well understood stimuli. With regard to dynamics, several earlier studies have revealed a larger than expected response to brief stimuli, hypothesized to result from nonlinearities in either the hemodynamics or the neuronal activity. In this study, we investigate the linearity of the increase in blood oxygenation level dependent (BOLD) contrast as a function of stimulus duty cycle, as well as the linearity of the decrease in BOLD as a function stimulus "off" duration. These findings not only shed further light on the mechanisms behind BOLD contrast but also give practical information as to what to keep in mind when performing and interpreting event related fMRI experiments. These experiments demonstrated: a) the BOLD signal decrease, on stimulus cessation, was smaller than predicted by a linear system--opposite to what has been reported in the literature associated with a signal increase, and b) the deconvolved event-related BOLD signal is highly dependent on duty cycle (the fraction of time activated vs. non-activated), Several potential mechanisms explaining these dynamics are discussed and modeled. We find that the experimental results are most consistent with a nonlinear neuronal response, but do not rule out significant effects of nonlinear hemodynamic factors, in particular the nonlinear relationship between oxygen extraction fraction and blood flow.
功能磁共振成像(fMRI)中一个一直存在的问题是,测量到的信号变化究竟如何与神经元活动相关。虽然这个问题已通过动物模型和神经元活动的电生理测量方法进行了探究,但也通过在人类中检查对充分理解的刺激的信号变化的空间位置、幅度和时间动态进行了探究。关于动态变化,一些早期研究揭示了对短暂刺激的反应比预期更大,据推测这是由血液动力学或神经元活动中的非线性导致的。在本研究中,我们研究了血氧水平依赖(BOLD)对比度增加作为刺激占空比函数的线性,以及BOLD对比度降低作为刺激“关闭”持续时间函数的线性。这些发现不仅进一步揭示了BOLD对比度背后的机制,还为进行和解释事件相关fMRI实验时应牢记的事项提供了实用信息。这些实验表明:a)刺激停止时BOLD信号的降低比线性系统预测的要小——这与文献中报道的信号增加情况相反;b)去卷积的事件相关BOLD信号高度依赖于占空比(激活时间与未激活时间的比例)。我们讨论并模拟了解释这些动态变化的几种潜在机制。我们发现实验结果与非线性神经元反应最为一致,但不排除非线性血液动力学因素的显著影响,特别是氧提取分数与血流之间的非线性关系。