Pathology Unit, Department of Experimental, Diagnostic and Specialty Medicine, Alma Mater Studiorum-University of Bologna, Bologna, Italy.
Diagnostic and Interventional Radiology Unit, Department of Diagnostic and Preventive Medicine, Via Albertoni 15, 40136, Bologna, Italy.
J Endocrinol Invest. 2022 Oct;45(10):1935-1944. doi: 10.1007/s40618-022-01826-2. Epub 2022 Jun 10.
Pheochromocytomas are rare tumors which can present with heterogeneous secretion profiles, clinical manifestations, and radiologic appearance. Under a histopathological point of view, they can be characterized as more or less aggressive with the Pheochromocytoma of the Adrenal gland Scaled Score (PASS) and the Grading system for Adrenal Pheochromocytoma and Paraganglioma (GAPP) score. The aim of this study is to analyze the texture analysis characteristics of pheochromocytoma and identify whether the texture analysis can yield information aiding in the diagnosis and the characterization of those tumors.
Radiological, biochemical, and histopathological data regarding 30 consecutive patients with histologically confirmed pheochromocytoma were analyzed. Images obtained in the unenhanced, late arterial, venous, and delayed phases were used for the texture analysis.
Urinary epinephrine and metanephrine levels showed a significant correlation (R = 0.946; R = 699) in the multivariate linear model with texture features, as well as Ki-67 (R = 0.397), PASS score (R = 0.182), GAPP score (R = 0.705), and cellularity showed a significant correlation (R = 0.389). The cluster analysis based on radiomic features resulted in 2 clusters, with significative differences in terms of systolic and diastolic blood pressure values at the time of diagnosis (p = 0.025), GAPP score (4 vs 6, p = 0.05), histological pattern (1-2, p = 0.039), and comedonecrosis (0% vs 50%, p = 0.013).
In conclusion, our study provides the proof of concept for the use of texture analysis on contrast-enhanced CT images as a noninvasive, quantitative tool for helping in the characterization of the clinical, biochemical, and histopathological features of pheochromocytoma.
嗜铬细胞瘤是一种罕见的肿瘤,其分泌特征、临床表现和影像学表现具有异质性。从组织病理学角度来看,它们可以根据肾上腺嗜铬细胞瘤的 Scaled 评分(PASS)和肾上腺嗜铬细胞瘤和副神经节瘤分级系统(GAPP)评分被分为更具侵袭性或侵袭性较小的肿瘤。本研究旨在分析嗜铬细胞瘤的纹理分析特征,并确定纹理分析是否可以提供有助于诊断和表征这些肿瘤的信息。
分析了 30 例经组织学证实的嗜铬细胞瘤连续患者的放射学、生化和组织病理学数据。使用未增强、晚期动脉、静脉和延迟期的图像进行纹理分析。
尿肾上腺素和间甲肾上腺素水平在多元线性模型中与纹理特征以及 Ki-67(R=0.397)、PASS 评分(R=0.182)、GAPP 评分(R=0.705)和细胞密度呈显著相关性(R=0.946;R=699)。基于放射组学特征的聚类分析产生了 2 个聚类,在诊断时的收缩压和舒张压值(p=0.025)、GAPP 评分(4 与 6,p=0.05)、组织学模式(1-2,p=0.039)和坏死(0%与 50%,p=0.013)方面存在显著差异。
总之,我们的研究为在对比增强 CT 图像上使用纹理分析作为一种非侵入性、定量工具来帮助表征嗜铬细胞瘤的临床、生化和组织病理学特征提供了概念验证。