Institute for Adaptive and Neural Computation, University of Edinburgh, 10 Crichton Street, Edinburgh, EH8 9AB, UK.
Gigascience. 2013 Apr 29;2(1):6. doi: 10.1186/2047-217X-2-6.
Since its inception over twenty years ago, functional magnetic resonance imaging (fMRI) has been used in numerous studies probing neural underpinnings of human cognition. However, the between session variance of many tasks used in fMRI remains understudied. Such information is especially important in context of clinical applications. A test-retest dataset was acquired to validate fMRI tasks used in pre-surgical planning. In particular, five task-related fMRI time series (finger, foot and lip movement, overt verb generation, covert verb generation, overt word repetition, and landmark tasks) were used to investigate which protocols gave reliable single-subject results. Ten healthy participants in their fifties were scanned twice using an identical protocol 2-3 days apart. In addition to the fMRI sessions, high-angular resolution diffusion tensor MRI (DTI), and high-resolution 3D T1-weighted volume scans were acquired.
Reliability analyses of fMRI data showed that the motor and language tasks were reliable at the subject level while the landmark task was not, despite all paradigms showing expected activations at the group level. In addition, differences in reliability were found to be mostly related to the tasks themselves while task-by-motion interaction was the major confounding factor.
Together, this dataset provides a unique opportunity to investigate the reliability of different fMRI tasks, as well as methods and algorithms used to analyze, de-noise and combine fMRI, DTI and structural T1-weighted volume data.
自二十多年前问世以来,功能磁共振成像(fMRI)已被用于许多研究中,以探究人类认知的神经基础。然而,fMRI 中许多任务的会话间差异仍未得到充分研究。此类信息在临床应用中尤为重要。采集了一个测试-再测试数据集来验证用于术前计划的 fMRI 任务。特别是,使用五个与任务相关的 fMRI 时间序列(手指、脚和嘴唇运动、显性动词生成、隐性动词生成、显性单词重复和地标任务)来研究哪些方案能给出可靠的单个受试者结果。十名五十多岁的健康参与者在相隔 2-3 天的时间内使用相同的方案进行了两次扫描。除了 fMRI 会话外,还采集了高角度分辨率扩散张量 MRI(DTI)和高分辨率 3D T1 加权容积扫描。
fMRI 数据的可靠性分析表明,运动和语言任务在个体水平上是可靠的,而地标任务则不可靠,尽管所有范式在组水平上都显示出预期的激活。此外,发现可靠性的差异主要与任务本身有关,而任务-运动交互是主要的混杂因素。
总之,该数据集为研究不同 fMRI 任务的可靠性以及用于分析、降噪和组合 fMRI、DTI 和结构 T1 加权容积数据的方法和算法提供了独特的机会。