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Computerized tomography texture analysis of pheochromocytoma: relationship with hormonal and histopathological data.
De Leo, A; Vara, G; Paccapelo, A; Balacchi, C; Vicennati, V; Tucci, L; Pagotto, U; Selva, S; Ricci, C; Alberici, L; Minni, F; Nanni, C; Ambrosi, F; Santini, D; Golfieri, R; Di Dalmazi, G; Mosconi, C.
Afiliación
  • De Leo A; Pathology Unit, Department of Experimental, Diagnostic and Specialty Medicine, Alma Mater Studiorum-University of Bologna, Bologna, Italy.
  • Vara G; Diagnostic and Interventional Radiology Unit, Department of Diagnostic and Preventive Medicine, Via Albertoni 15, 40136, Bologna, Italy.
  • Paccapelo A; Diagnostic and Interventional Radiology Unit, Department of Diagnostic and Preventive Medicine, Via Albertoni 15, 40136, Bologna, Italy. Giulio.vara@gmail.com.
  • Balacchi C; Diagnostic and Interventional Radiology Unit, Department of Diagnostic and Preventive Medicine, Via Albertoni 15, 40136, Bologna, Italy.
  • Vicennati V; Diagnostic and Interventional Radiology Unit, Department of Diagnostic and Preventive Medicine, Via Albertoni 15, 40136, Bologna, Italy.
  • Tucci L; Diagnostic and Interventional Radiology Unit, Department of Diagnostic and Preventive Medicine, Via Albertoni 15, 40136, Bologna, Italy.
  • Pagotto U; Unit of Endocrinology and Diabetes Prevention and Care, Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy.
  • Selva S; Diagnostic and Interventional Radiology Unit, Department of Diagnostic and Preventive Medicine, Via Albertoni 15, 40136, Bologna, Italy.
  • Ricci C; Unit of Endocrinology and Diabetes Prevention and Care, Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy.
  • Alberici L; Diagnostic and Interventional Radiology Unit, Department of Diagnostic and Preventive Medicine, Via Albertoni 15, 40136, Bologna, Italy.
  • Minni F; Unit of Endocrinology and Diabetes Prevention and Care, Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy.
  • Nanni C; Diagnostic and Interventional Radiology Unit, Department of Diagnostic and Preventive Medicine, Via Albertoni 15, 40136, Bologna, Italy.
  • Ambrosi F; Division of Pancreatic Surgery, Department of Internal Medicine and Surgery (DIMEC), Alma Mater Studiorum, University of Bologna, Bologna, Italy.
  • Santini D; Diagnostic and Interventional Radiology Unit, Department of Diagnostic and Preventive Medicine, Via Albertoni 15, 40136, Bologna, Italy.
  • Golfieri R; Division of Pancreatic Surgery, Department of Internal Medicine and Surgery (DIMEC), Alma Mater Studiorum, University of Bologna, Bologna, Italy.
  • Di Dalmazi G; Diagnostic and Interventional Radiology Unit, Department of Diagnostic and Preventive Medicine, Via Albertoni 15, 40136, Bologna, Italy.
  • Mosconi C; Division of Pancreatic Surgery, Department of Internal Medicine and Surgery (DIMEC), Alma Mater Studiorum, University of Bologna, Bologna, Italy.
J Endocrinol Invest ; 45(10): 1935-1944, 2022 Oct.
Article en En | MEDLINE | ID: mdl-35680695
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 (R2 = 0.946; R2 = 699) in the multivariate linear model with texture features, as well as Ki-67 (R2 = 0.397), PASS score (R2 = 0.182), GAPP score (R2 = 0.705), and cellularity showed a significant correlation (R2 = 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.
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Texto completo: 1 Bases de datos: MEDLINE Asunto principal: Paraganglioma / Feocromocitoma / Neoplasias de las Glándulas Suprarrenales Tipo de estudio: Observational_studies / Prognostic_studies Límite: Humans Idioma: En Revista: J Endocrinol Invest Año: 2022 Tipo del documento: Article País de afiliación: Italia

Texto completo: 1 Bases de datos: MEDLINE Asunto principal: Paraganglioma / Feocromocitoma / Neoplasias de las Glándulas Suprarrenales Tipo de estudio: Observational_studies / Prognostic_studies Límite: Humans Idioma: En Revista: J Endocrinol Invest Año: 2022 Tipo del documento: Article País de afiliación: Italia