Vachha Behroze A, Kumar Vinodh A, Pillai Jay J, Shimony Joshua S, Tanabe Jody, Sair Haris I
Department of Radiology, UMass Chan Medical School, UMass Memorial Health, 55 Lake Ave N, Worcester, MA 01655.
Department of Neuroradiology, University of Texas MD Anderson Cancer Center, Houston, TX.
AJR Am J Roentgenol. 2025 Sep 3:1-11. doi: 10.2214/AJR.24.32163.
Resting-state functional MRI (rs-fMRI), a promising method for interrogating different brain functional networks from a single MRI acquisition, is increasingly used in clinical presurgical and other pretherapeutic brain mapping. However, challenges in standardization of acquisition, preprocessing, and analysis methods across centers and variability in results interpretation complicate its clinical use. Additionally, inherent problems regarding reliability of language lateralization, interpatient variability of cognitive network representation, dynamic aspects of intranetwork and internetwork connectivity, and effects of neurovascular uncoupling on network detection still must be overcome. Although deep learning solutions and further methodologic standardization will help address these issues, rs-fMRI remains generally considered an adjunct to task-based fMRI (tb-fMRI) for clinical presurgical mapping. Nonetheless, in many clinical instances, rs-fMRI may offer valuable additional information that supplements tb-fMRI, especially if tb-fMRI is inadequate due to patient performance or other limitations. Future growth in clinical applications of rs-fMRI is anticipated as challenges are increasingly addressed. This Expert Panel Narrative Review summarizes the current state and emerging clinical utility of rs-fMRI, focusing on its role in presurgical mapping. Ongoing controversies and limitations in clinical applicability are presented and future directions are discussed, including the developing role of rs-fMRI in neuromodulation treatment of various neurologic disorders.
静息态功能磁共振成像(rs-fMRI)是一种很有前景的方法,可通过单次磁共振成像采集来探究不同的脑功能网络,越来越多地用于临床术前及其他治疗前的脑图谱绘制。然而,各中心在采集、预处理和分析方法标准化方面存在挑战,且结果解释存在变异性,这使其临床应用变得复杂。此外,关于语言侧化的可靠性、认知网络表征的患者间变异性、网络内和网络间连接的动态方面以及神经血管解耦对网络检测的影响等固有问题仍有待克服。尽管深度学习解决方案和进一步的方法标准化将有助于解决这些问题,但rs-fMRI在临床术前图谱绘制中通常仍被视为基于任务的功能磁共振成像(tb-fMRI)的辅助手段。尽管如此,在许多临床情况下,rs-fMRI可能会提供有价值的额外信息来补充tb-fMRI,特别是当由于患者表现或其他限制导致tb-fMRI不足时。随着挑战越来越多地得到解决,预计rs-fMRI的临床应用将有进一步发展。本专家小组叙述性综述总结了rs-fMRI的当前状况和新兴临床应用价值,重点关注其在术前图谱绘制中的作用。介绍了临床适用性方面持续存在的争议和局限性,并讨论了未来方向,包括rs-fMRI在各种神经系统疾病神经调节治疗中的发展作用。