Computerized tomography texture analysis of pheochromocytoma: relationship with hormonal and histopathological data.

J Endocrinol Invest

Diagnostic and Interventional Radiology Unit, Department of Diagnostic and Preventive Medicine, Via Albertoni 15, 40136, Bologna, Italy.

Published: October 2022

Objectives: 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.

Methods: 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.

Results: 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).

Conclusion: 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.

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC9463266PMC
http://dx.doi.org/10.1007/s40618-022-01826-2DOI Listing

Publication Analysis

Top Keywords

texture analysis
16
gapp score
12
histopathological data
8
biochemical histopathological
8
texture
6
pheochromocytoma
6
analysis
5
score
5
computerized tomography
4
tomography texture
4

Similar Publications

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!