TY - JOUR
T1 - A predictive nomogram for trismus after radiotherapy for head and neck cancer
AU - Massaccesi, Mariangela
AU - Dinapoli, Nicola
AU - Fuga, Valentina
AU - Rupe, Cosimo
AU - Panfili, Marco
AU - Calandrelli, Rosalinda
AU - Settimi, Stefano
AU - Olivieri, Michela
AU - Beghella Bartoli, Francesco
AU - Mazzarella, Ciro
AU - Longo, Silvia
AU - Lajolo, Carlo
AU - Boldrini, Luca
AU - Gambacorta, Maria Antonietta
AU - Valentini, Vincenzo
AU - Miccichè, Francesco
PY - 2022
Y1 - 2022
N2 - Background: The aim of this study is to develop a prediction model for trismus (maximal interincisal distance equal to or less than 35 mm) based on a multivariable analysis of dosimetric and clinical factors. Methods: The maximum interincisal opening (MIO) of hean and neck cancer (HNC) patients who under-went radiotherapy (RT) +/- concurrent chemotherapy with radical intent, was prospectively measured prior to RT (baseline) and 6 months post-RT. The outcome variable is trismus. The potential risk factors (clinical and dosimetric) were first screened by univariate analysis and then by multivariate analysis. At the end of this process, we used the features identified as relevant, to fit a logistic regression model and calculate the probability of observed trismus during the 6-month follow-up after RT. Results: One hundred and four consecutive patients were included (mean age 63 years, range 25-87), 68 males, 36 females. In the univariate analysis, the MIO at baseline, as an independent variable, and several Vdoses of different masticatory structures were found as significant. Additionally, using a bivariate model, a feature selection process was performed. Finally, we considered as best performing model the MIO at baseline and V42 at masseter muscles. The area under curve (AUC) of Receiver Operating Characteristic (ROC) curve value was 0.8255 (95% CI 0.74-0.9). The Hosmer and Lemeshow goodness-of-fit test, used to calibrate our model, was not-significant. Conclusions: A prediction nomogram was developed to assess trismus risk in planning process. An exter-nal validation of the model is required to apply it for current clinical use. (C) 2022 Elsevier B.V. All rights reserved. Radiotherapy and Oncology 173 (2022) 231-239
AB - Background: The aim of this study is to develop a prediction model for trismus (maximal interincisal distance equal to or less than 35 mm) based on a multivariable analysis of dosimetric and clinical factors. Methods: The maximum interincisal opening (MIO) of hean and neck cancer (HNC) patients who under-went radiotherapy (RT) +/- concurrent chemotherapy with radical intent, was prospectively measured prior to RT (baseline) and 6 months post-RT. The outcome variable is trismus. The potential risk factors (clinical and dosimetric) were first screened by univariate analysis and then by multivariate analysis. At the end of this process, we used the features identified as relevant, to fit a logistic regression model and calculate the probability of observed trismus during the 6-month follow-up after RT. Results: One hundred and four consecutive patients were included (mean age 63 years, range 25-87), 68 males, 36 females. In the univariate analysis, the MIO at baseline, as an independent variable, and several Vdoses of different masticatory structures were found as significant. Additionally, using a bivariate model, a feature selection process was performed. Finally, we considered as best performing model the MIO at baseline and V42 at masseter muscles. The area under curve (AUC) of Receiver Operating Characteristic (ROC) curve value was 0.8255 (95% CI 0.74-0.9). The Hosmer and Lemeshow goodness-of-fit test, used to calibrate our model, was not-significant. Conclusions: A prediction nomogram was developed to assess trismus risk in planning process. An exter-nal validation of the model is required to apply it for current clinical use. (C) 2022 Elsevier B.V. All rights reserved. Radiotherapy and Oncology 173 (2022) 231-239
KW - Head and neck cancer
KW - Mouth opening reduction
KW - Radiotherapy
KW - Trismus
KW - Head and neck cancer
KW - Mouth opening reduction
KW - Radiotherapy
KW - Trismus
UR - http://hdl.handle.net/10807/230217
U2 - 10.1016/j.radonc.2022.05.031
DO - 10.1016/j.radonc.2022.05.031
M3 - Article
SN - 0167-8140
VL - 173
SP - 231
EP - 239
JO - Radiotherapy and Oncology
JF - Radiotherapy and Oncology
ER -