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动态 CTA 衍生灌注图预测最终梗死体积:简单灌注重建算法。

Dynamic CTA-Derived Perfusion Maps Predict Final Infarct Volume: The Simple Perfusion Reconstruction Algorithm.

机构信息

From the Department of Clinical Neurosciences (C.C.M., R.G.S., B.K.M., A.M.D., M.D.H., C.D.d., P.A.B.), Calgary Stroke Program.

Department of Radiology (C.C.M., B.K.M., N.D.F., C.D.d.E., P.A.B.).

出版信息

AJNR Am J Neuroradiol. 2020 Nov;41(11):2034-2040. doi: 10.3174/ajnr.A6783. Epub 2020 Oct 1.

Abstract

BACKGROUND AND PURPOSE

Infarct core volume measurement using CTP (CT perfusion) is a mainstay paradigm for stroke treatment decision-making. Yet, there are several downfalls with cine CTP technology that can be overcome by adopting the simple perfusion reconstruction algorithm (SPIRAL) derived from multiphase CTA. We compare SPIRAL with CTP parameters for the prediction of 24-hour infarction.

MATERIALS AND METHODS

Seventy-two patients had admission NCCT, multiphase CTA, CTP, and 24-hour DWI. All patients had successful/quality reperfusion. Patient-level and cohort-level receiver operator characteristic curves were generated to determine accuracy. A 10-fold cross-validation was performed on the cohort-level data. Infarct core volume was compared for SPIRAL, CTP-time-to-maximum, and final DWI by Bland-Altman analysis.

RESULTS

When we compared the accuracy in patients with early and late reperfusion for cortical GM and WM, there was no significant difference at the patient level (0.83 versus 0.84, respectively), cohort level (0.82 versus 0.81, respectively), or the cross-validation (0.77 versus 0.74, respectively). In the patient-level receiver operating characteristic analysis, the SPIRAL map had a slightly higher, though nonsignificant (< .05), average receiver operating characteristic area under the curve (cortical GM/WM,  = 0.82; basal ganglia  = 0.79, respectively) than both the CTP-time-to-maximum (cortical GM/WM = 0.82; basal ganglia = 0.78, respectively) and CTP-CBF (cortical GM/WM = 0.74; basal ganglia = 0.78, respectively) parameter maps. The same relationship was observed at the cohort level. The Bland-Altman plot limits of agreement for SPIRAL and time-to-maximum infarct volume were similar compared with 24-hour DWI.

CONCLUSIONS

We have shown that perfusion maps generated from a temporally sampled helical CTA are an accurate surrogate for infarct core.

摘要

背景与目的

使用 CTP(CT 灌注)测量梗死核心体积是决定卒中治疗方案的主要方法。然而,电影 CTP 技术存在一些缺陷,可以通过采用源自多期 CTA 的简单灌注重建算法(SPIRAL)来克服。我们比较了 SPIRAL 与 CTP 参数对 24 小时梗死的预测价值。

材料与方法

72 例患者行入院 NCCT、多期 CTA、CTP 和 24 小时 DWI 检查。所有患者均实现了成功/完全再灌注。生成患者水平和队列水平的受试者工作特征曲线来确定准确性。对队列水平的数据进行了 10 折交叉验证。通过 Bland-Altman 分析比较 SPIRAL、CTP 达峰时间和最终 DWI 的梗死核心体积。

结果

当我们比较早期和晚期再灌注患者皮质 GM 和 WM 的准确性时,患者水平(分别为 0.83 和 0.84)、队列水平(分别为 0.82 和 0.81)或交叉验证(分别为 0.77 和 0.74)均无显著差异。在患者水平的受试者工作特征分析中,SPIRAL 图的平均受试者工作特征曲线下面积(皮质 GM/WM=0.82;基底节=0.79)略高,但无统计学意义(<.05),高于 CTP 达峰时间(皮质 GM/WM=0.82;基底节=0.78)和 CTP-CBF(皮质 GM/WM=0.74;基底节=0.78)参数图。在队列水平也观察到了同样的关系。SPIRAL 和达峰时间梗死体积的 Bland-Altman 图一致性界限与 24 小时 DWI 相似。

结论

我们已经证明,从时间采样的螺旋 CTA 生成的灌注图是梗死核心的准确替代物。

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