Fesharaki Nooshin J, Taylor Amanda, Mosby Keisjon, Kim Jung Hwan, Ress David
Baylor College of Medicine.
University of Texas Health Science Center.
Res Sq. 2023 Sep 5:rs.3.rs-3299293. doi: 10.21203/rs.3.rs-3299293/v1.
In functional magnetic resonance imaging, the hemodynamic response function (HRF) is a transient, stereotypical response to local changes in cerebral hemodynamics and oxygen metabolism due to briefly (< 4 s) evoked neural activity. Accordingly, the HRF is often used as an impulse response with the assumption of linearity in data analysis. In cognitive aging studies, it has been very common to interpret differences in brain activation as age-related changes in neural activity. Contrary to this assumption, however, evidence has accrued that normal aging may also significantly affect the vasculature, thereby affecting cerebral hemodynamics and metabolism, confounding interpretation of fMRI aging studies. In this study, use was made of a multisensory stimulus to evoke the HRF in ~ 87% of cerebral cortex in cognitively intact adults with ages ranging from 22-75 years. The stimulus evokes both positive and negative HRFs, which were characterized using model-free parameters in native-space coordinates. Results showed significant age trends in HRF parameter distributions in terms of both amplitudes (e.g., peak amplitude and CNR) and temporal dynamics (e.g., full-width-at-half-maximum). This work sets the stage for using HRF methods as a biomarker for age-related pathology.
在功能磁共振成像中,血液动力学响应函数(HRF)是由于短暂(<4秒)诱发的神经活动而对脑血液动力学和氧代谢的局部变化产生的一种短暂的、典型的响应。因此,在数据分析中,HRF常被用作脉冲响应,并假设数据具有线性关系。在认知衰老研究中,将大脑激活的差异解释为神经活动中与年龄相关的变化是非常常见的。然而,与这一假设相反,越来越多的证据表明,正常衰老也可能显著影响血管系统,从而影响脑血液动力学和代谢,使功能磁共振成像衰老研究的解释变得复杂。在这项研究中,使用了一种多感官刺激来在年龄范围为22至75岁的认知完好的成年人中约87%的大脑皮层中诱发HRF。该刺激诱发了正性和负性HRF,使用原生空间坐标中的无模型参数对其进行了表征。结果显示,在HRF参数分布方面,无论是幅度(如峰值幅度和对比噪声比)还是时间动态(如半高宽)都有显著的年龄趋势。这项工作为将HRF方法用作与年龄相关病理学的生物标志物奠定了基础。