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临床中的认知生物标志物:术前 fMRI 的经验教训。

Cognitive Biomarkers in the Clinic: Lessons From Presurgical fMRI.

机构信息

Yale School of Medicine, New Haven, Connecticut, U.S.A.

出版信息

J Clin Neurophysiol. 2022 Feb 1;39(2):121-128. doi: 10.1097/WNP.0000000000000834.

DOI:10.1097/WNP.0000000000000834
PMID:34366397
Abstract

Cognitive biomarkers are vital and uniquely challenging clinical tools. There has been marked growth in neuroimaging-based cognitive biomarkers across the past 40 years with more in development (e.g., clinical cognitive EEG). The challenges involved in developing cognitive biomarkers and key milestones in their development are reviewed here using clinical functional MRI's evolution as a case study. It is argued that indexing cognition is uniquely challenging because it requires patients to consistently use specific cognitive processes, and it is difficult or impossible to independently verify this occurred. This limitation can be successfully managed through careful analysis of standardized protocols for acquisition and interpretation, and ensuring the clinical application of biomarkers integrates disciplines with complementary expertise. Factors beneficial to the adoption of a novel cognitive biomarker include a clinical need and inadequate alternatives. Key milestones in the development of functional MRI included (1) demonstration that its performance was equivalent to its predecessor; (2) demonstration it predicted a clinically meaningful outcome; and (3) the establishment of infrastructure for both its execution and billing. Review of functional MRI and its predecessors suggest a cycle whereby successful cognitive biomarkers are validated, experience widespread adoption and customization/fragmentation, go through a period of review, and finally are refined and standardized. Those applying future cognitive biomarkers in the clinic can avoid some of the failures of clinical functional MRI by defining the skills and disciplines the method requires and routinely evaluating patient outcomes.

摘要

认知生物标志物是至关重要且极具挑战性的临床工具。在过去的 40 年中,基于神经影像学的认知生物标志物得到了显著发展,并且有更多的生物标志物正在开发中(例如临床认知脑电图)。本文以临床功能磁共振成像的发展为例,综述了开发认知生物标志物所涉及的挑战和关键里程碑。本文认为,对认知进行索引具有独特的挑战性,因为它需要患者始终如一地使用特定的认知过程,并且很难或不可能独立验证这一点。通过仔细分析获取和解释的标准化协议,并确保生物标志物的临床应用整合了具有互补专业知识的学科,可以成功地管理这一限制。有利于采用新的认知生物标志物的因素包括临床需求和替代方案不足。功能磁共振成像发展的关键里程碑包括:(1) 证明其性能与前一代相当;(2) 证明其可预测具有临床意义的结果;(3) 为其执行和计费建立基础设施。对功能磁共振成像及其前身的回顾表明,这是一个成功的认知生物标志物经过验证、广泛采用和定制/碎片化、经过审查阶段,最终得到改进和标准化的循环。那些在临床中应用未来认知生物标志物的人可以通过定义该方法所需的技能和学科,并定期评估患者的结果,避免临床功能磁共振成像的一些失败。

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