Bryony L McGarry, Robin A Damion, Isabel Chew, Michael J Knight, George Wj Harston, Davide Carone, Peter Jezzard, Amith Sitaram, Keith W Muir, Philip Clatworthy, Risto A Kauppinen
{"title":"超急性缺血性脑卒中患者基于T2舒张的MRI脑卒中计时方法的比较:一项初步研究。","authors":"Bryony L McGarry, Robin A Damion, Isabel Chew, Michael J Knight, George Wj Harston, Davide Carone, Peter Jezzard, Amith Sitaram, Keith W Muir, Philip Clatworthy, Risto A Kauppinen","doi":"10.1177/1179573520943314","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>T<sub>2</sub> relaxation-based magnetic resonance imaging (MRI) signals may provide onset time for acute ischemic strokes with an unknown onset. The ability of visual and quantitative MRI-based methods in a cohort of hyperacute ischemic stroke patients was studied.</p><p><strong>Methods: </strong>A total of 35 patients underwent 3T (3 Tesla) MRI (<9-hour symptom onset). Diffusion-weighted (DWI), apparent diffusion coefficient (ADC), T<sub>1</sub>-weighted (T<sub>1</sub>w), T<sub>2</sub>-weighted (T<sub>2</sub>w), and T<sub>2</sub> relaxation time (T<sub>2</sub>) images were acquired. T<sub>2</sub>-weighted fluid attenuation inversion recovery (FLAIR) images were acquired for 17 of these patients. Image intensity ratios of the average intensities in ischemic and non-ischemic reference regions were calculated for ADC, DWI, T<sub>2</sub>w, T<sub>2</sub> relaxation, and FLAIR images, and optimal image intensity ratio cut-offs were determined. DWI and FLAIR images were assessed visually for DWI/FLAIR mismatch.</p><p><strong>Results: </strong>The T<sub>2</sub> relaxation time image intensity ratio was the only parameter with significant correlation with stroke duration (<i>r</i> = 0.49, <i>P</i> = .003), an area under the receiver operating characteristic curve (AUC = 0.77, <i>P</i> < .0001), and an optimal cut-off (T<sub>2</sub> ratio = 1.072) that accurately identified patients within the 4.5-hour thrombolysis treatment window with sensitivity of 0.74 and specificity of 0.74. In the patients with the additional FLAIR, areas under the precision-recall-gain curve (AUPRG) and F<sub>1</sub> scores showed that the T<sub>2</sub> relaxation time ratio (AUPRG = 0.60, F<sub>1</sub> = 0.73) performed considerably better than the FLAIR ratio (AUPRG = 0.39, F<sub>1</sub> = 0.57) and the visual DWI/FLAIR mismatch (F<sub>1</sub> = 0.25).</p><p><strong>Conclusions: </strong>Quantitative T<sub>2</sub> relaxation time is the preferred MRI parameter in the assessment of patients with unknown onset for treatment stratification.</p>","PeriodicalId":15218,"journal":{"name":"Journal of Central Nervous System Disease","volume":"12 ","pages":"1179573520943314"},"PeriodicalIF":2.6000,"publicationDate":"2020-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1177/1179573520943314","citationCount":"6","resultStr":"{\"title\":\"A Comparison of T<sub>2</sub> Relaxation-Based MRI Stroke Timing Methods in Hyperacute Ischemic Stroke Patients: A Pilot Study.\",\"authors\":\"Bryony L McGarry, Robin A Damion, Isabel Chew, Michael J Knight, George Wj Harston, Davide Carone, Peter Jezzard, Amith Sitaram, Keith W Muir, Philip Clatworthy, Risto A Kauppinen\",\"doi\":\"10.1177/1179573520943314\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>T<sub>2</sub> relaxation-based magnetic resonance imaging (MRI) signals may provide onset time for acute ischemic strokes with an unknown onset. The ability of visual and quantitative MRI-based methods in a cohort of hyperacute ischemic stroke patients was studied.</p><p><strong>Methods: </strong>A total of 35 patients underwent 3T (3 Tesla) MRI (<9-hour symptom onset). Diffusion-weighted (DWI), apparent diffusion coefficient (ADC), T<sub>1</sub>-weighted (T<sub>1</sub>w), T<sub>2</sub>-weighted (T<sub>2</sub>w), and T<sub>2</sub> relaxation time (T<sub>2</sub>) images were acquired. T<sub>2</sub>-weighted fluid attenuation inversion recovery (FLAIR) images were acquired for 17 of these patients. Image intensity ratios of the average intensities in ischemic and non-ischemic reference regions were calculated for ADC, DWI, T<sub>2</sub>w, T<sub>2</sub> relaxation, and FLAIR images, and optimal image intensity ratio cut-offs were determined. DWI and FLAIR images were assessed visually for DWI/FLAIR mismatch.</p><p><strong>Results: </strong>The T<sub>2</sub> relaxation time image intensity ratio was the only parameter with significant correlation with stroke duration (<i>r</i> = 0.49, <i>P</i> = .003), an area under the receiver operating characteristic curve (AUC = 0.77, <i>P</i> < .0001), and an optimal cut-off (T<sub>2</sub> ratio = 1.072) that accurately identified patients within the 4.5-hour thrombolysis treatment window with sensitivity of 0.74 and specificity of 0.74. In the patients with the additional FLAIR, areas under the precision-recall-gain curve (AUPRG) and F<sub>1</sub> scores showed that the T<sub>2</sub> relaxation time ratio (AUPRG = 0.60, F<sub>1</sub> = 0.73) performed considerably better than the FLAIR ratio (AUPRG = 0.39, F<sub>1</sub> = 0.57) and the visual DWI/FLAIR mismatch (F<sub>1</sub> = 0.25).</p><p><strong>Conclusions: </strong>Quantitative T<sub>2</sub> relaxation time is the preferred MRI parameter in the assessment of patients with unknown onset for treatment stratification.</p>\",\"PeriodicalId\":15218,\"journal\":{\"name\":\"Journal of Central Nervous System Disease\",\"volume\":\"12 \",\"pages\":\"1179573520943314\"},\"PeriodicalIF\":2.6000,\"publicationDate\":\"2020-09-12\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://sci-hub-pdf.com/10.1177/1179573520943314\",\"citationCount\":\"6\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Central Nervous System Disease\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1177/1179573520943314\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2020/1/1 0:00:00\",\"PubModel\":\"eCollection\",\"JCR\":\"Q2\",\"JCRName\":\"CLINICAL NEUROLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Central Nervous System Disease","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1177/1179573520943314","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2020/1/1 0:00:00","PubModel":"eCollection","JCR":"Q2","JCRName":"CLINICAL NEUROLOGY","Score":null,"Total":0}
引用次数: 6
摘要
背景:基于T2弛豫的磁共振成像(MRI)信号可以为未知发病的急性缺血性卒中提供发病时间。研究了基于视觉和定量mri的方法在超急性缺血性脑卒中患者队列中的能力。方法:对35例患者行3T (3tesla) MRI(1-加权(T1w)、T2-加权(T2w)和T2松弛时间(T2)成像。其中17例患者获得了t2加权流体衰减反转恢复(FLAIR)图像。计算ADC、DWI、T2w、T2松弛和FLAIR图像缺血和非缺血参考区平均强度的图像强度比,确定最佳图像强度比截止值。DWI和FLAIR图像视觉评估DWI/FLAIR不匹配。结果:T2松弛时间图像强度比是唯一与脑卒中持续时间有显著相关性的参数(r = 0.49, P = 0.003),受者工作特征曲线下面积(AUC = 0.77, P比值= 1.072)在4.5 h溶栓治疗窗口内准确识别患者,敏感性为0.74,特异性为0.74。在增加FLAIR的患者中,精确度-回忆-增益曲线(AUPRG)和F1评分下的面积显示,T2松弛时间比(AUPRG = 0.60, F1 = 0.73)明显优于FLAIR比(AUPRG = 0.39, F1 = 0.57)和视觉DWI/FLAIR失配(F1 = 0.25)。结论:定量T2松弛时间是评估未知起病患者治疗分层的首选MRI参数。
A Comparison of T2 Relaxation-Based MRI Stroke Timing Methods in Hyperacute Ischemic Stroke Patients: A Pilot Study.
Background: T2 relaxation-based magnetic resonance imaging (MRI) signals may provide onset time for acute ischemic strokes with an unknown onset. The ability of visual and quantitative MRI-based methods in a cohort of hyperacute ischemic stroke patients was studied.
Methods: A total of 35 patients underwent 3T (3 Tesla) MRI (<9-hour symptom onset). Diffusion-weighted (DWI), apparent diffusion coefficient (ADC), T1-weighted (T1w), T2-weighted (T2w), and T2 relaxation time (T2) images were acquired. T2-weighted fluid attenuation inversion recovery (FLAIR) images were acquired for 17 of these patients. Image intensity ratios of the average intensities in ischemic and non-ischemic reference regions were calculated for ADC, DWI, T2w, T2 relaxation, and FLAIR images, and optimal image intensity ratio cut-offs were determined. DWI and FLAIR images were assessed visually for DWI/FLAIR mismatch.
Results: The T2 relaxation time image intensity ratio was the only parameter with significant correlation with stroke duration (r = 0.49, P = .003), an area under the receiver operating characteristic curve (AUC = 0.77, P < .0001), and an optimal cut-off (T2 ratio = 1.072) that accurately identified patients within the 4.5-hour thrombolysis treatment window with sensitivity of 0.74 and specificity of 0.74. In the patients with the additional FLAIR, areas under the precision-recall-gain curve (AUPRG) and F1 scores showed that the T2 relaxation time ratio (AUPRG = 0.60, F1 = 0.73) performed considerably better than the FLAIR ratio (AUPRG = 0.39, F1 = 0.57) and the visual DWI/FLAIR mismatch (F1 = 0.25).
Conclusions: Quantitative T2 relaxation time is the preferred MRI parameter in the assessment of patients with unknown onset for treatment stratification.