From the The University of Texas MD Anderson Cancer Center (V.A.K., J.L., H.-L.L., M.W.), Houston, Texas
From the The University of Texas MD Anderson Cancer Center (V.A.K., J.L., H.-L.L., M.W.), Houston, Texas.
AJNR Am J Neuroradiol. 2024 Feb 7;45(2):139-148. doi: 10.3174/ajnr.A8067.
Resting-state (rs) fMRI has been shown to be useful for preoperative mapping of functional areas in patients with brain tumors and epilepsy. However, its lack of standardization limits its widespread use and hinders multicenter collaboration. The American Society of Functional Neuroradiology, American Society of Pediatric Neuroradiology, and the American Society of Neuroradiology Functional and Diffusion MR Imaging Study Group recommend specific rs-fMRI acquisition approaches and preprocessing steps that will further support rs-fMRI for future clinical use. A task force with expertise in fMRI from multiple institutions provided recommendations on the rs-fMRI steps needed for mapping of language, motor, and visual areas in adult and pediatric patients with brain tumor and epilepsy. These were based on an extensive literature review and expert consensus.Following rs-fMRI acquisition parameters are recommended: minimum 6-minute acquisition time; scan with eyes open with fixation; obtain rs-fMRI before both task-based fMRI and contrast administration; temporal resolution of ≤2 seconds; scanner field strength of 3T or higher. The following rs-fMRI preprocessing steps and parameters are recommended: motion correction (seed-based correlation analysis [SBC], independent component analysis [ICA]); despiking (SBC); volume censoring (SBC, ICA); nuisance regression of CSF and white matter signals (SBC); head motion regression (SBC, ICA); bandpass filtering (SBC, ICA); and spatial smoothing with a kernel size that is twice the effective voxel size (SBC, ICA).The consensus recommendations put forth for rs-fMRI acquisition and preprocessing steps will aid in standardization of practice and guide rs-fMRI program development across institutions. Standardized rs-fMRI protocols and processing pipelines are essential for multicenter trials and to implement rs-fMRI as part of standard clinical practice.
静息态 fMRI 已被证明可用于对脑肿瘤和癫痫患者的功能区进行术前定位。然而,其缺乏标准化限制了其广泛应用,并阻碍了多中心合作。美国功能神经放射学会、美国儿科神经放射学会和美国神经放射学会功能和弥散磁共振成像研究组建议采用特定的 rs-fMRI 采集方法和预处理步骤,这将进一步支持 rs-fMRI 在未来的临床应用。一个由多家机构具有 fMRI 专业知识的工作组,为脑肿瘤和癫痫成年和儿科患者的语言、运动和视觉区定位提供了 rs-fMRI 所需步骤的建议。这些建议基于广泛的文献回顾和专家共识。
推荐的 rs-fMRI 采集参数如下:采集时间至少 6 分钟;睁眼扫描,有注视点;在任务 fMRI 和对比剂给药之前获取 rs-fMRI;时间分辨率≤2 秒;场强 3T 或更高。推荐的 rs-fMRI 预处理步骤和参数如下:运动校正(基于种子的相关分析[SBC],独立成分分析[ICA]);去尖峰(SBC);容积剔除(SBC,ICA);脑脊液和白质信号的烦扰回归(SBC);头部运动回归(SBC,ICA);带通滤波(SBC,ICA);空间平滑,核大小是有效体素大小的两倍(SBC,ICA)。
提出的 rs-fMRI 采集和预处理步骤的共识建议将有助于实践的标准化,并指导机构间 rs-fMRI 项目的开发。标准化的 rs-fMRI 协议和处理管道对于多中心试验和将 rs-fMRI 作为标准临床实践的一部分是必不可少的。