Validated Prognostic Nomograms for Patients With Parotid Carcinoma Predicting 2- and 5-Year Tumor Recurrence-Free Interval Probability

Introduction: Salivary gland malignancies are rare tumors with a heterogenous histological and clinical appearance. Previously, we identified multiple prognostic factors in patients with parotid cancer and developed prognostic indices which have repeatedly been validated internationally, demonstrati...

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Main Authors: Sam Peeperkorn, Jeroen Meulemans, Charlotte Van Lierde, Annouschka Laenen, Matthijs H. Valstar, A. J. M. Balm, Pierre Delaere, Vincent Vander Poorten
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-08-01
Series:Frontiers in Oncology
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fonc.2020.01535/full
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language English
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author Sam Peeperkorn
Sam Peeperkorn
Jeroen Meulemans
Jeroen Meulemans
Charlotte Van Lierde
Charlotte Van Lierde
Annouschka Laenen
Matthijs H. Valstar
Matthijs H. Valstar
A. J. M. Balm
A. J. M. Balm
Pierre Delaere
Pierre Delaere
Vincent Vander Poorten
Vincent Vander Poorten
spellingShingle Sam Peeperkorn
Sam Peeperkorn
Jeroen Meulemans
Jeroen Meulemans
Charlotte Van Lierde
Charlotte Van Lierde
Annouschka Laenen
Matthijs H. Valstar
Matthijs H. Valstar
A. J. M. Balm
A. J. M. Balm
Pierre Delaere
Pierre Delaere
Vincent Vander Poorten
Vincent Vander Poorten
Validated Prognostic Nomograms for Patients With Parotid Carcinoma Predicting 2- and 5-Year Tumor Recurrence-Free Interval Probability
Frontiers in Oncology
oncological outcome
nomograms
parotid carcinoma
prognosis
tumor recurrence-free interval
author_facet Sam Peeperkorn
Sam Peeperkorn
Jeroen Meulemans
Jeroen Meulemans
Charlotte Van Lierde
Charlotte Van Lierde
Annouschka Laenen
Matthijs H. Valstar
Matthijs H. Valstar
A. J. M. Balm
A. J. M. Balm
Pierre Delaere
Pierre Delaere
Vincent Vander Poorten
Vincent Vander Poorten
author_sort Sam Peeperkorn
title Validated Prognostic Nomograms for Patients With Parotid Carcinoma Predicting 2- and 5-Year Tumor Recurrence-Free Interval Probability
title_short Validated Prognostic Nomograms for Patients With Parotid Carcinoma Predicting 2- and 5-Year Tumor Recurrence-Free Interval Probability
title_full Validated Prognostic Nomograms for Patients With Parotid Carcinoma Predicting 2- and 5-Year Tumor Recurrence-Free Interval Probability
title_fullStr Validated Prognostic Nomograms for Patients With Parotid Carcinoma Predicting 2- and 5-Year Tumor Recurrence-Free Interval Probability
title_full_unstemmed Validated Prognostic Nomograms for Patients With Parotid Carcinoma Predicting 2- and 5-Year Tumor Recurrence-Free Interval Probability
title_sort validated prognostic nomograms for patients with parotid carcinoma predicting 2- and 5-year tumor recurrence-free interval probability
publisher Frontiers Media S.A.
series Frontiers in Oncology
issn 2234-943X
publishDate 2020-08-01
description Introduction: Salivary gland malignancies are rare tumors with a heterogenous histological and clinical appearance. Previously, we identified multiple prognostic factors in patients with parotid cancer and developed prognostic indices which have repeatedly been validated internationally, demonstrating their general applicability and lasting relevance. Recently, nomograms gained popularity as a prognostic tool. Thus, in this research we aimed to construct nomograms based on our previous validated prognostic models.Material and Methods: Nomograms were constructed using the previously reported dataset of 168 patients with parotid cancer which was used to develop pre- and postoperative prognostic scores, PS1 and PS2, respectively. Concordance indices for PS1 and PS2 were previously estimated at 0.74 and 0.71, respectively, and are in line with other, widely accepted oncological nomograms.Results: Pre- and postoperative nomograms predicting 2- and 5-year tumor recurrence-free survival probability are presented. All previously multivariately identified and validated prognostic factors, are incorporated (T size, N classification, pain, age at diagnosis, skin invasion, facial nerve dysfunction, perineural growth, and positive surgical margins). Examples of clinical application and interpretation are given.Conclusions: The presented prognostic nomograms for predicting 2- and 5-year tumor recurrence-free probability in patients with parotid cancer are powerful, user-friendly, visual tools and are based on internationally validated prognostic indices. They allow for a reliable prognostic assessment and result in a more individualized estimate of the risk for recurrence than the prognostic grouping based on PS1 and PS2. This facilitates assigning trial-patients to risk groups, and may assist in therapeutic decision making and determining appropriate follow-up intervals in clinical practice.
topic oncological outcome
nomograms
parotid carcinoma
prognosis
tumor recurrence-free interval
url https://www.frontiersin.org/article/10.3389/fonc.2020.01535/full
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spelling doaj-2ece99e2254c47c9a3fb24765603ee1f2020-11-25T03:51:24ZengFrontiers Media S.A.Frontiers in Oncology2234-943X2020-08-011010.3389/fonc.2020.01535566264Validated Prognostic Nomograms for Patients With Parotid Carcinoma Predicting 2- and 5-Year Tumor Recurrence-Free Interval ProbabilitySam Peeperkorn0Sam Peeperkorn1Jeroen Meulemans2Jeroen Meulemans3Charlotte Van Lierde4Charlotte Van Lierde5Annouschka Laenen6Matthijs H. Valstar7Matthijs H. Valstar8A. J. M. Balm9A. J. M. Balm10Pierre Delaere11Pierre Delaere12Vincent Vander Poorten13Vincent Vander Poorten14Otorhinolaryngology - Head and Neck Surgery, Leuven Cancer Institute, University Hospitals Leuven, Leuven, BelgiumSection Head and Neck Oncology, Department of Oncology, KU Leuven, Leuven, BelgiumOtorhinolaryngology - Head and Neck Surgery, Leuven Cancer Institute, University Hospitals Leuven, Leuven, BelgiumSection Head and Neck Oncology, Department of Oncology, KU Leuven, Leuven, BelgiumOtorhinolaryngology - Head and Neck Surgery, Leuven Cancer Institute, University Hospitals Leuven, Leuven, BelgiumSection Head and Neck Oncology, Department of Oncology, KU Leuven, Leuven, BelgiumKU Leuven Department of Public Health and Primary Care, Leuven Biostatistics and Statistical Bioinformatics Centre (L-BioStat), Leuven, BelgiumHead and Neck Surgery and Oncology, The Netherlands Cancer Institute, Amsterdam, NetherlandsDepartment of Oral and Maxillofacial Surgery, Amsterdam University Medical Center, Amsterdam, NetherlandsHead and Neck Surgery and Oncology, The Netherlands Cancer Institute, Amsterdam, NetherlandsDepartment of Oral and Maxillofacial Surgery, Amsterdam University Medical Center, Amsterdam, NetherlandsOtorhinolaryngology - Head and Neck Surgery, Leuven Cancer Institute, University Hospitals Leuven, Leuven, BelgiumSection Head and Neck Oncology, Department of Oncology, KU Leuven, Leuven, BelgiumOtorhinolaryngology - Head and Neck Surgery, Leuven Cancer Institute, University Hospitals Leuven, Leuven, BelgiumSection Head and Neck Oncology, Department of Oncology, KU Leuven, Leuven, BelgiumIntroduction: Salivary gland malignancies are rare tumors with a heterogenous histological and clinical appearance. Previously, we identified multiple prognostic factors in patients with parotid cancer and developed prognostic indices which have repeatedly been validated internationally, demonstrating their general applicability and lasting relevance. Recently, nomograms gained popularity as a prognostic tool. Thus, in this research we aimed to construct nomograms based on our previous validated prognostic models.Material and Methods: Nomograms were constructed using the previously reported dataset of 168 patients with parotid cancer which was used to develop pre- and postoperative prognostic scores, PS1 and PS2, respectively. Concordance indices for PS1 and PS2 were previously estimated at 0.74 and 0.71, respectively, and are in line with other, widely accepted oncological nomograms.Results: Pre- and postoperative nomograms predicting 2- and 5-year tumor recurrence-free survival probability are presented. All previously multivariately identified and validated prognostic factors, are incorporated (T size, N classification, pain, age at diagnosis, skin invasion, facial nerve dysfunction, perineural growth, and positive surgical margins). Examples of clinical application and interpretation are given.Conclusions: The presented prognostic nomograms for predicting 2- and 5-year tumor recurrence-free probability in patients with parotid cancer are powerful, user-friendly, visual tools and are based on internationally validated prognostic indices. They allow for a reliable prognostic assessment and result in a more individualized estimate of the risk for recurrence than the prognostic grouping based on PS1 and PS2. This facilitates assigning trial-patients to risk groups, and may assist in therapeutic decision making and determining appropriate follow-up intervals in clinical practice.https://www.frontiersin.org/article/10.3389/fonc.2020.01535/fulloncological outcomenomogramsparotid carcinomaprognosistumor recurrence-free interval