Copenhagen, Denmark
Onsite/Online

ESTRO 2022

Session Item

Monday
May 09
14:15 - 15:15
Mini-Oral Theatre 1
21: Radiomics & modelling
Eirik Malinen, Norway;
Laura Cella, Italy
3390
Mini-Oral
Physics
External validation of an NTCP model for patient reported xerostomia in a multicenter cohort
Grete May Engeseth, Norway
MO-0882

Abstract

External validation of an NTCP model for patient reported xerostomia in a multicenter cohort
Authors:

Grete May Engeseth1,2, Cecilie Delphin Amdal3, Liv Bolstad Hysing1,4, Åse Bratland3, Ludvig Paul Muren5, Jannicke Nøkling Moi1, Kristin Søvde6, Morten Evensen3, Solveig Undheim Thomassen3, Marianne Brydøy1

1Haukeland University Hospital, Department of Oncology and Medical Physics, Bergen, Norway; 2The University of Bergen, Department of Clinical Science, Bergen, Norway; 3Oslo University Hospital, Department of Oncology, Oslo, Norway; 4The University of Bergen, Department of Physics and Technology, Bergen, Norway; 5Aarhus University Hospital, Danish Center for Particle Therapy, Aarhus, Denmark; 6Haukeland University Hospital, Department of Oncology and Medial Physics, Bergen, Norway

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Purpose or Objective

Radiation induced xerostomia following radiotherapy in the head and neck region is a troublesome late effect affecting patients’ quality of life. Normal Tissue Complication Probability (NTCP) models for predicting xerostomia have been developed, but external validation is needed in order to determine validity and generalizability in patient cohorts not used for model development. Here we present results from the external validation of an NTCP model for predicting patient reported moderate to severe xerostomia in a multicenter cohort. 

Material and Methods

A total of 167 patients had completed the EORTC HN35 questionnaire at baseline and 6 months post-radiotherapy where mouth dryness was scored as “not at all” (Xer1), “a little” (Xer2), “quite a bit” (Xer3) and “very much” (Xer4). The predictors in the original NTCP model were the mean dose (Dmean) to the contralateral parotid gland, baseline Xer2 and baseline Xer3-4, respectively (Table I). The model endpoint was moderate to severe xerostomia (i.e. Xer3-4) six months after completion of treatment. For model validation a closed testing procedure was applied. Successively, recalibration in the large (i.e. model intercept update), recalibration and model revision were performed, whereupon predictive performance was tested for significant improvements compared to original model in each step. Bootstrapping (n = 1000) was perform to investigate the robustness of the procedure.


Results

At baseline, Xer1 was reported in 79 patients (47%), Xer2 in 53 patients (32%) and Xer3-4 in 35 patients (21%). Six months post-treatment the prevalence rate of Xer3-4 was 64%. The median (IQR) Dmean to the contralateral gland were 11.5 (5.5-17.1) Gy and 15.0 (6.3-22.4) Gy for those with Xer1-2 vs. Xer3-4 (p = 0.04). In the bootstrap closed testing procedure, calibration in the large was selected 889 times, model revision 82 times, recalibration of the model 28 times and the original model one time. The closed testing showed that by refitting the model intercept, the model matched the current patient cohort well with improved calibration compared to the original model (Table I/ Figure 1).  For patients with EORTC score 1 vs. 2-4 at baseline, median (IQR) estimated risk of Xer3-4 were 0.50 (0.44-0.80) and 0.76 (0.61-0.79). The corresponding observed rates of Xer3-4  in the two groups were 52% and 75%.


Conclusion

Six months after treatment the majority of patients reported moderate to severe xerostomia. The closed testing procedure resulted in an intercept update of the original model. The original model underestimated the risk of moderate to severe xerostomia, whereas the validated model was well-calibrated and had good discriminative ability.