Liu Jun, Xia Shuang, Hanks Robin, Wiseman Natalie, Peng Changya, Zhou Shunke, Haacke E Mark, Kou Zhifeng
1 Department of Radiology, Second Xiangya Hospital, Central South University , Hunan Province, China .
2 Department of Biomedical Engineering, Wayne State University School of Medicine , Detroit, Michigan.
J Neurotrauma. 2016 Jan 1;33(1):10-21. doi: 10.1089/neu.2014.3856. Epub 2015 May 26.
Micro-hemorrhages are a common result of traumatic brain injury (TBI), which can be quantified with susceptibility weighted imaging and mapping (SWIM), a quantitative susceptibility mapping approach. A total of 23 TBI patients (five women, 18 men; median age, 41.25 years old; range, 21.69-67.75 years) with an average Glasgow Coma Scale score of 7 (range, 3-15) at admission were recruited at mean 149 d (range, 57-366) after injury. Susceptibility-weighted imaging data were collected and post-processed to create SWIM images. The susceptibility value of small hemorrhages (diameter ≤10 mm) and major deep veins (right septal, left septal, central septal, right thalamostriate, left thalamostriate, internal cerebral, right basal vein of Rosenthal, left basal vein of Rosenthal, and pial veins) were evaluated. Different susceptibility thresholds were tested to determine SWIM's sensitivity and specificity for differentiating hemorrhages from the veins. A total of 253 deep veins and 173 small hemorrhages were identified and evaluated. The mean susceptibility of hemorrhages was 435±206 parts per billion (ppb) and the mean susceptibility of deep veins was 108±56 ppb. Hemorrhages showed a significantly higher susceptibility than all deep veins (p<0.001). With different thresholds (250, 227 and 200 ppb), the specificity was 97%, 95%, and 92%, and the sensitivity was 84%, 90%, and 92%, respectively. These results show that SWIM could be used to differentiate hemorrhages from veins in TBI patients in a semi-automated manner with reasonable sensitivity and specificity. A larger cohort will be needed to validate these findings.
微出血是创伤性脑损伤(TBI)的常见后果,可通过一种定量磁化率成像方法——磁化率加权成像和图谱分析(SWIM)进行量化。共招募了23例TBI患者(5名女性,18名男性;年龄中位数41.25岁;范围21.69 - 67.75岁),入院时格拉斯哥昏迷量表平均评分为7分(范围3 - 15分),受伤后平均149天(范围57 - 366天)入组。收集磁化率加权成像数据并进行后处理以创建SWIM图像。评估小出血灶(直径≤10毫米)和主要深部静脉(右侧隔静脉、左侧隔静脉、中央隔静脉、右侧丘脑纹状体静脉、左侧丘脑纹状体静脉、大脑内静脉、右侧Rosenthal基底静脉、左侧Rosenthal基底静脉和软脑膜静脉)的磁化率值。测试不同的磁化率阈值以确定SWIM区分出血灶和静脉的敏感性和特异性。共识别并评估了253条深部静脉和173个小出血灶。出血灶的平均磁化率为435±206十亿分之一(ppb),深部静脉的平均磁化率为108±56 ppb。出血灶的磁化率显著高于所有深部静脉(p<0.001)。不同阈值(250、227和200 ppb)下,特异性分别为97%、95%和92%,敏感性分别为84%、90%和92%。这些结果表明,SWIM可用于以半自动方式区分TBI患者的出血灶和静脉,具有合理的敏感性和特异性。需要更大规模的队列来验证这些发现。