Morgan Catherine, Schwarzkopf D Samuel
School of Psychology and Centre for Brain Research, University of Auckland, Auckland, New Zealand.
Brain Research New Zealand, Auckland, New Zealand.
F1000Res. 2019 Sep 24;8:1681. doi: 10.12688/f1000research.20496.2. eCollection 2019.
Population receptive field (pRF) analysis with functional magnetic resonance imaging (fMRI) is an increasingly popular method for mapping visual field representations and estimating the spatial selectivity of voxels in human visual cortex. However, the multitude of experimental setups and processing methods used makes comparisons of results between studies difficult. Here, we compared pRF maps acquired in the same three individuals using comparable scanning parameters on a 1.5 and a 3 Tesla scanner located in two different countries. We also tested the effect of low-pass filtering of the time series on pRF estimates. As expected, the signal-to-noise ratio for the 3 Tesla data was superior; critically, however, estimates of pRF size and cortical magnification did not reveal any systematic differences between the sites. Unsurprisingly, low-pass filtering enhanced goodness-of-fit, presumably by removing high-frequency noise. However, there was no substantial increase in the number of voxels containing meaningful retinotopic signals after low-pass filtering. Importantly, filtering also increased estimates of pRF size in the early visual areas which could substantially skew interpretations of spatial tuning properties. Our results therefore suggest that pRF estimates are generally comparable between scanners of different field strengths, but temporal filtering should be used with caution.
使用功能磁共振成像(fMRI)进行的群体感受野(pRF)分析,是一种用于绘制视野表征并估计人类视觉皮层中体素空间选择性的越来越流行的方法。然而,所使用的大量实验设置和处理方法使得不同研究之间的结果比较变得困难。在这里,我们比较了在位于两个不同国家的1.5特斯拉和3特斯拉扫描仪上使用可比扫描参数,在相同的三个人中获取的pRF图谱。我们还测试了时间序列的低通滤波对pRF估计的影响。正如预期的那样,3特斯拉数据的信噪比更高;然而,关键的是,pRF大小和皮质放大率的估计并未显示出不同扫描地点之间存在任何系统性差异。不出所料,低通滤波提高了拟合优度,大概是通过去除高频噪声。然而,低通滤波后包含有意义视网膜拓扑信号的体素数量并没有大幅增加。重要的是,滤波还增加了早期视觉区域中pRF大小的估计,这可能会严重歪曲对空间调谐特性的解释。因此,我们的结果表明,不同场强扫描仪之间的pRF估计通常具有可比性,但应谨慎使用时间滤波。