Development and internal validation of a predictive model for the estimation of pheochromocytoma recurrence risk after radical surgery.


Journal

European journal of endocrinology
ISSN: 1479-683X
Titre abrégé: Eur J Endocrinol
Pays: England
ID NLM: 9423848

Informations de publication

Date de publication:
15 Feb 2022
Historique:
received: 10 04 2021
accepted: 17 01 2022
pubmed: 2 4 2022
medline: 6 4 2022
entrez: 1 4 2022
Statut: epublish

Résumé

Various features have been identified as predictors of relapse after complete resection of pheochromocytoma, but a comprehensive multivariable model for recurrence risk prediction is lacking. The aim of this study was to develop and internally validate an integrated predictive model for post-surgical recurrence of pheochromocytoma. The present research retrospectively enrolled 177 patients affected by pheochromocytoma and submitted to radical surgery from 1990 to 2016, in nine referral centers for adrenal diseases. Cox regression analysis was adopted for model development, and a bootstrapping procedure was used for internal validation. Variables independently associated with recurrence were tumor size (hazard ratio (HR): 1.01, 95% CI: 1.00-1.02), positive genetic testing (HR: 5.14, 95% CI: 2.10-12.55), age (HR: 0.97, 95% CI: 0.94-0.99), and Pheochromocytoma of the Adrenal Gland Scaled Score (PASS) (HR: 1.16, 95% CI: 1.04-1.29). The predictive performance of the overall model, evaluated by Somers' D, was equal to 0.594, and was significantly higher than the ones of any single predictor alone (P = 0.002 compared to tumor size; P = 0.004 compared to genetic testing; P = 0.048 compared to age; P = 0.006 compared to PASS). Internal validation by bootstrapping techniques estimated an optimistic bias of 6.3%, which reassured about a small tendency towards overfit. We proposed a multivariable model for the prediction of post-surgical recurrence of pheochromocytoma, derived by the integration of genetic, histopathological, and clinical data. This predictive tool may be of value for a comprehensive tailoring of post-surgical follow-up in radically operated pheochromocytoma patients.

Identifiants

pubmed: 35363157
doi: 10.1530/EJE-21-0370
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

399-406

Auteurs

Mirko Parasiliti-Caprino (M)

Endocrinology, Diabetes and Metabolism, Department of Medical Sciences.

Fabio Bioletto (F)

Endocrinology, Diabetes and Metabolism, Department of Medical Sciences.

Chiara Lopez (C)

Endocrinology, Diabetes and Metabolism, Department of Medical Sciences.

Francesca Maletta (F)

Pathology Unit, Department of Oncology, University of Turin, Turin, Italy.

Marina Caputo (M)

Endocrinology and Diabetes, University of Eastern Piedmont, Novara, Italy.

Valentina Gasco (V)

Endocrinology, Diabetes and Metabolism, Department of Medical Sciences.

Antonio La Grotta (A)

Endocrinology and Hypertension, Cardinal Massaia Hospital, Asti, Italy.

Paolo Limone (P)

Endocrinology, Diabetes and Metabolism, A.O. Ordine Mauriziano, Turin, Italy.

Giorgio Borretta (G)

Endocrinology and Metabolism, Santa Croce and Carle Hospital, Cuneo, Italy.

Marco Volante (M)

Pathology Unit, Department of Oncology, University of Turin, Orbassano, Italy.

Mauro Papotti (M)

Pathology Unit, Department of Oncology, University of Turin, Turin, Italy.

Massimo Terzolo (M)

Internal Medicine, Department of Biological and Clinical Sciences, University of Turin, Orbassano, Italy.

Mario Morino (M)

Surgery, Department of Surgical Sciences.

Barbara Pasini (B)

Medical Genetics, Department of Medical Sciences.

Franco Veglio (F)

Internal Medicine and Hypertension Unit, Department of Medical Sciences.

Ezio Ghigo (E)

Endocrinology, Diabetes and Metabolism, Department of Medical Sciences.

Emanuela Arvat (E)

Oncological Endocrinology, Department of Medical Sciences, University of Turin, Turin, Italy.

Mauro Maccario (M)

Endocrinology, Diabetes and Metabolism, Department of Medical Sciences.

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