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一种简单的基于正电子发射断层扫描的灌注加权磁共振图校准方法,用于优化急性脑卒中的缺血半暗带血流检测。

A simple positron emission tomography-based calibration for perfusion-weighted magnetic resonance maps to optimize penumbral flow detection in acute stroke.

机构信息

Max Planck Institute for Neurological Research, Gleueler Str 50, 50931 Cologne, Germany.

出版信息

Stroke. 2010 Sep;41(9):1939-45. doi: 10.1161/STROKEAHA.110.584029. Epub 2010 Jul 29.

Abstract

BACKGROUND AND PURPOSE

Perfusion-weighted (PW) MRI is increasingly used to identify the tissue at risk. The adequate PW-MRI map and threshold remain controversial due to a considerable individual variation of values. By comparative positron emission tomography, we evaluated a simple MR-based and positron emission tomography-validated calibration of PW maps.

METHODS

PW-MRI and quantitative positron emission tomography (15O-water) of patients with acute stroke were used to calculate averaged as well as individual thresholds of penumbral flow (positron emission tomography cerebral blood flow (<20 mL/100 g/min) for maps of time to peak, mean transit time, cerebral blood flow, and cerebral blood volume. A linear regression analysis studied the variability of the individual thresholds using 3 different PW reference regions (hemispheric, white matter, gray matter). The best model was used for volumetric analysis to compare averaged and scaled individual thresholds and to calculate look-up tables for PW maps.

RESULTS

In 26 patients, the averaged thresholds were (median/interquartile range): cerebral blood flow 21.7 mL/100 g/min (19.9 to 32); cerebral blood volume 1.5 mL/100 g (0.9 to 1.8); mean transit time seconds 5.2 (3.9 to 6.9); and relative time to peak 4.2 seconds (2.8 to 5.8). The large individual variability was best explained by the mean value of the hemispheric reference derived from a region of interest on a level with the basal ganglia of the unaffected hemisphere (R(2): cerebral blood flow 0.76, cerebral blood volume 0.55, mean transit time 0.83, time to peak 0.95). Hemispheric reference-corrected thresholds clearly improved the detection of penumbral flow. Look-up tables were calculated to identify the individual thresholds according to the hemispheric reference value.

CONCLUSIONS

The individual variation of PW values, even if calculated by deconvolution, remains a major obstacle in quantitative PW imaging and can be significantly improved by a simple MR-based calibration. Easily applicable look-up tables identify the individual best threshold for each PW map to optimize mismatch detection.

摘要

背景与目的

灌注加权(PW)MRI 越来越多地用于识别危险组织。由于值的个体差异较大,因此适当的 PW-MRI 图和阈值仍存在争议。通过比较正电子发射断层扫描(PET),我们评估了一种简单的基于磁共振和经正电子发射断层扫描验证的 PW 图校准。

方法

使用急性脑卒中患者的 PW-MRI 和定量正电子发射断层扫描(15O-水)来计算时间峰值、平均通过时间、脑血流量和脑血容量 PW 图的平均和个体半影流量(正电子发射断层扫描脑血流<20mL/100g/min)的阈值。线性回归分析使用 3 种不同的 PW 参考区域(半球、白质、灰质)研究个体阈值的变异性。使用最佳模型进行容积分析,比较平均和缩放的个体阈值,并计算 PW 图的查找表。

结果

在 26 例患者中,平均阈值为(中位数/四分位距):脑血流量 21.7mL/100g/min(19.9 至 32);脑血容量 1.5mL/100g(0.9 至 1.8);平均通过时间秒 5.2(3.9 至 6.9);相对时间至峰值 4.2 秒(2.8 至 5.8)。个体变异性大,最好由未受影响半球基底节水平感兴趣区获得的半球参考平均值解释(R2:脑血流量 0.76,脑血容量 0.55,平均通过时间 0.83,时间至峰值 0.95)。半球参考校正后的阈值可明显提高半影流的检测。计算了查找表,以根据半球参考值识别个体阈值。

结论

即使通过反卷积计算,PW 值的个体差异仍然是定量 PW 成像的主要障碍,通过简单的基于磁共振的校准可以显著改善。易于应用的查找表可确定每个 PW 图的最佳个体阈值,以优化失配检测。

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