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功能近红外光谱脑成像可预测创伤后应激青少年的症状严重程度。

Functional near-infrared spectroscopy brain imaging predicts symptom severity in youth exposed to traumatic stress.

机构信息

Department of Psychiatry and Behavioral Sciences, Stanford University, United States.

Department of Psychiatry and Behavioral Sciences, Stanford University, United States.

出版信息

J Psychiatr Res. 2021 Dec;144:494-502. doi: 10.1016/j.jpsychires.2021.10.020. Epub 2021 Nov 2.

DOI:10.1016/j.jpsychires.2021.10.020
PMID:34768071
Abstract

Functional near-infrared spectroscopy (fNIRS) is a non-invasive neuroimaging technique with the potential to enable the assessment of posttraumatic stress disorder (PTSD) brain biomarkers in an affordable and portable manner. Consistent with biological models of PTSD, functional magnetic resonance imaging (fMRI) and fNIRS studies of adults with trauma exposure and PTSD symptoms suggest increased activation in the dorsolateral prefrontal cortex (dlPFC) and ventrolateral PFC (vlPFC) in response to negative emotion stimuli. We tested this theory with fNIRS assessment among youth exposed to traumatic stress and experiencing PTSD symptoms (PTSS). A portable fNIRS system collected hemodynamic responses from (N = 57) youth with PTSS when engaging in a classic emotion expression task that included fearful and neutral faces stimuli. The General Linear Model was applied to identify cortical activations associated with the facial stimuli. Subsequently, a prediction model was established via a Support Vector Regression to determine whether PTSS severity could be predicted based on fNIRS-derived cortical response measures and individual demographic information. Results were consistent with findings from adult fMRI and fNIRS studies of PTSS showing increased activation in the dlPFC and vlPFC in response to negative emotion stimuli. Subsequent prediction analysis revealed ten features (i.e., cortical responses from eight frontocortical fNIRS channels, age and sex) strongly correlated with PTSS severity (r = 0.65, p < .001). Our findings suggest the potential utility of fNIRS as a portable tool for the detection of putative PTSS brain biomarkers.

摘要

功能近红外光谱(fNIRS)是一种非侵入性的神经影像学技术,具有以经济实惠且便携的方式评估创伤后应激障碍(PTSD)脑生物标志物的潜力。与 PTSD 的生物学模型一致,对暴露于创伤和 PTSD 症状的成年人进行功能磁共振成像(fMRI)和 fNIRS 研究表明,在对负性情绪刺激的反应中,背外侧前额叶皮层(dlPFC)和腹外侧前额叶皮层(vlPFC)的激活增加。我们使用 fNIRS 评估了经历创伤性应激和 PTSD 症状(PTSS)的青少年,对该理论进行了测试。便携式 fNIRS 系统从经历 PTSD 症状的(N=57)青少年中采集了血流动力学反应,当他们参与经典的情绪表达任务时,该任务包括恐惧和中性面孔刺激。应用广义线性模型来识别与面部刺激相关的皮质激活。随后,通过支持向量回归建立预测模型,以确定是否可以根据 fNIRS 衍生的皮质反应测量值和个体人口统计学信息来预测 PTSD 严重程度。结果与成年人 fMRI 和 fNIRS 研究的 PTSD 结果一致,表明在对负性情绪刺激的反应中,dlPFC 和 vlPFC 的激活增加。随后的预测分析显示,十个特征(即来自八个额皮质 fNIRS 通道的皮质反应、年龄和性别)与 PTSD 严重程度强烈相关(r=0.65,p<.001)。我们的研究结果表明,fNIRS 作为一种用于检测潜在 PTSD 脑生物标志物的便携式工具具有潜力。

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