严重急性脑损伤伴意识抑制的治疗前和治疗后功能磁共振成像连通性:与癫痫特征的比较分析。

Frontiers in neuroimaging Pub Date : 2024-10-01 eCollection Date: 2024-01-01 DOI:10.3389/fnimg.2024.1445952
Emilio G Cediel, Erika A Duran, Jeffrey Laux, William Reuther, Olivia Leggio, Belfin Robinson, Varina L Boerwinkle
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摘要

伴有意识抑制的严重急性脑损伤(SABI)是一项重大的社会负担,早期预后对于生死攸关的治疗决策至关重要。静息态功能磁共振成像(rs-fMRI)有望用于 SABI 的预后和致痫活动的识别。虽然 rs-fMRI 已被用于 SABI 的预后判断和癫痫发作网络(SzNET)的识别,但在 SABI 中用于 SzNET 检测的 rs-fMRI 还很有限。本研究比较了 SzNET 和静息态网络(RSN)在 SABI 和癫痫治疗前后的变化,假设其变化将与临床变化一致。癫痫组的治疗包括癫痫手术,SABI 组的治疗包括抗癫痫药物。独立成分分析(ICA)用于识别所有 rs-fMRI 中的 SzNET 和 RSN。高频BOLD(HF-BOLD)是一种基于ICA功率谱的指数,可量化患者的RSN和SzNET变化。置信区间测量了治疗前到治疗后的 HF-BOLD 变化。使用线性混合模型和交互检验比较基线 HF-BOLD 和 HF-BOLD 变化。共纳入了五名 SABI 患者和十名癫痫患者。在所有 SABI 患者的治疗前 rs-fMRI 中均发现了 SzNET。各组 SABI 和癫痫患者的临床变化与 rs-fMRI 发现一致。治疗后,癫痫组 RSN 的高频-BOLD 有所下降(-0.78,95% CI -3.42至-0.33),但证据不足以确定 SABI 患者或 SzNET 的高频-BOLD 下降。癫痫手术前后扫描的高频-BOLD变化趋势与临床改善情况一致,这表明功率谱可以量化ICA衍生网络的异常程度。尽管存在样本量小等局限性,但这项探索性研究为了解 SABI 和癫痫的网络功能障碍提供了宝贵的见解。
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Pre- and post-therapy functional MRI connectivity in severe acute brain injury with suppression of consciousness: a comparative analysis to epilepsy features.

Severe acute brain injury (SABI) with suppressed consciousness is a major societal burden, with early prognosis being crucial for life-and-death treatment decisions. Resting-state functional MRI (rs-fMRI) is promising for prognosis and identifying epileptogenic activity in SABI. While established for SABI prognosis and seizure networks (SzNET) identification in epilepsy, the rs-fMRI use for SzNET detection in SABI is limited. This study compared evolution of SzNET and resting-state networks (RSN) pre-to-post treatment in SABI and epilepsy, hypothesizing that changes would align with clinical evolution. Therapies included epilepsy surgery for the epilepsy group and antiseizure medication for the SABI group. Independent component analysis (ICA) was used to identify SzNET and RSNs in all rs-fMRI. High-frequency BOLD (HF-BOLD), an ICA power spectrum-based index, quantified RSN and SzNET changes by the patient. Confidence intervals measured HF-BOLD changes pre-to-post-therapy. Baseline HF-BOLD and HF-BOLD changes were compared using linear-mixed models and interaction tests. Five SABI and ten epilepsy patients were included. SzNET were identified in all SABI's pre-therapy rs-fMRI. The clinical changes in SABI and epilepsy were consistent with rs-fMRI findings across groups. HF-BOLD reduced in the epilepsy group RSN post-therapy (-0.78, 95% CI -3.42 to -0.33), but the evidence was insufficient to determine an HF-BOLD reduction in SABI patients or SzNET. The HF-BOLD change trend in pre-to-post epilepsy surgery scans paralleled the clinical improvement, suggesting that the power spectrum may quantify the degree of abnormality on ICA-derived networks. Despite limitations such as small sample sizes, this exploratory study provides valuable insights into network dysfunction in SABI and epilepsy.

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