Department of Diagnostic and Interventional Radiology, 39066University of Leipzig, Leipzig, Germany.
Department of Respiratory Medicine, University Hospital Leipzig, 39066University of Leipzig, Leipzig, Germany.
Angiology. 2023 May;74(5):461-471. doi: 10.1177/00033197221111862. Epub 2022 Aug 16.
Texture analysis is a quantitative imaging analysis that provides novel biomarkers beyond conventional image reading. Our aim was to use texture analysis of pulmonary emboli derived from thoracic computed tomography for prediction of mortality and prognosis of acute pulmonary embolism (PE). Overall, 216 patients (116 female, 53.7%) were included in the analysis. Texture analysis was calculated on axial slices of the contrast enhanced pulmonary angiography of the proximal embolus. Clinical scores, serological parameters, need for intubation, intensive care unit (ICU) admission and mortality was assessed and correlated with the texture features. In the correlation analysis, there were several associations with mortality in days, the highest for the parameter S(0,5)SumVarnc ( = -0.43, < 0.001). Another parameter, S(3,-3)AngScMom correlated with sepsis-related organ failure assessment score (SOFA)-score ( = 0.31, < 0.001). Several texture features correlated with venous lactate and glucose levels. In discrimination analysis, there were significant differences in regard to texture features between survivors and non-survivors and between patients with and without the need for ICU admission ( = 0.02, respectively). These results highlight the potential clinical benefit of texture features in patients with acute PE as novel imaging biomarkers. Further studies are needed to validate these results.
纹理分析是一种定量成像分析方法,提供了常规图像阅读之外的新型生物标志物。我们的目的是利用胸部 CT 得出的肺栓塞的纹理分析来预测急性肺栓塞(PE)的死亡率和预后。总共纳入了 216 名患者(116 名女性,53.7%)进行分析。在近端栓塞的对比增强肺动脉造影的轴位切片上计算了纹理分析。评估了临床评分、血清学参数、插管需求、重症监护病房(ICU)入院和死亡率,并与纹理特征相关联。在相关性分析中,有几个与死亡率相关的参数在天内,参数 S(0,5)SumVarnc 的相关性最高( = -0.43,< 0.001)。另一个参数 S(3,-3)AngScMom 与脓毒症相关的器官衰竭评估评分(SOFA)相关( = 0.31,< 0.001)。几个纹理特征与静脉乳酸和葡萄糖水平相关。在判别分析中,幸存者和非幸存者以及需要和不需要 ICU 入院的患者之间的纹理特征存在显著差异( = 0.02,分别)。这些结果突出了纹理特征在急性 PE 患者中的潜在临床益处,作为新型成像生物标志物。需要进一步的研究来验证这些结果。