使用功能性神经认知成像发现脑震荡后综合征治疗靶向生物标志物

Caleb T. Epps, M. Allen
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引用次数: 1

摘要

背景:脑震荡后综合征(PCS)在脑震荡患者中发生率很高。功能性MRI显示PCS患者血氧水平依赖性信号不规则。具有功能预测价值的PCS生物标志物尚未被发现和验证。因此,本研究描述了五种PCS生物标志物,并包括其治疗应用的描述。方法:制定神经认知成像方案,并使用一组健康对照患者生成规范的参考图谱。使用PCS患者的初始样本进行生物标志物候选物搜索。使用新的PCS患者样本对每个生物标志物进行样本验证,以评估其敏感性/特异性。对132例新患者进行多变量基础率分析,并构建基础率截断矩阵。描述了该生物标志物在PCS患者中的治疗应用的一个示例。结果:5项功能性生物标志物包括:额叶注意系统低激活、皮层下系统低激活、视觉系统高激活、言语系统低激活和额/顶叶系统高激活。报告了个体生物标志物的敏感性和特异性。总的来说,使用基准率截断矩阵,使用低于第10百分位数的3/5生物标志物作为截断的阈值,产生合适的灵敏度(88%)和特异性(99%)。这些生物标志物的使用对于指导患者a的成功治疗至关重要。结论:我们报告了五种功能性PCS生物标志物的发现。我们展示了这五种生物标志物在成功治疗PCS中的治疗应用实例。这些神经成像生物标志物有助于提高诊断能力和随后的PCS康复工作。
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Discovery of Therapy-targeting Biomarkers for Post-Concussion Syndrome using Functional Neurocognitive Imaging
Background: Post-concussion syndrome (PCS) occurs in a significant percentage of concussion patients. Functional MRI reveals irregular blood-oxygen level dependent signals in PCS patients. PCS biomarkers with functional predictive values have yet to be discovered and validated. Therefore, this study describes five PCS biomarkers and includes a description of their therapeutic application. Methods: A neurocognitive imaging protocol was developed and a group of healthy control patients was used to generate a normative reference atlas. Biomarker candidate search was performed using an initial sample of PCS patients. Sample validation was applied to each biomarker using a new sample of PCS patients to assess sensitivities/ specificities. A multivariate base rate analysis was performed using 132 new patients and a base rate cutoff matrix was constructed. An example of the biomarker’s therapeutic application in a PCS patient is described. Results: The five functional biomarkers included: Frontal Attentional System hypoactivation, Subcortical System hypoactivation, Visual System hyperactivation, Verbal System hypoactivation, and Frontal/Parietal System hyperactivation. Individual biomarker sensitivities and specificities are reported. Collectively, using the base rate cutoff matrix, a threshold using 3/5 biomarkers below the 10th percentile as the cutoff resulted in a suitable sensitivity (88%) and specificity (99%). The uses of these biomarkers were crucial in guiding the successful treatment of Patient A. Conclusion: We report the discovery of five functional PCS biomarkers. We show an example of the therapeutic application of the five biomarkers in the successful treatment of PCS. These neuroimaging biomarkers serve to advance diagnostic capabilities and subsequent PCS rehabilitation efforts.
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