Hogeschool van Amsterdam

Urban Vitality

Prediction model to predict critical weight loss in patients with head and neck cancer during (chemo)radiotherapy


<p>OBJECTIVES: Patients with head and neck cancer (HNC) frequently encounter weight loss with multiple negative outcomes as a consequence. Adequate treatment is best achieved by early identification of patients at risk for critical weight loss. The objective of this study was to detect predictive factors for critical weight loss in patients with HNC receiving (chemo)radiotherapy ((C)RT).</p><p>MATERIALS AND METHODS: In this cohort study, 910 patients with HNC were included receiving RT (±surgery/concurrent chemotherapy) with curative intent. Body weight was measured at the start and end of (C)RT. Logistic regression and classification and regression tree (CART) analyses were used to analyse predictive factors for critical weight loss (defined as >5%) during (C)RT. Possible predictors included gender, age, WHO performance status, tumour location, TNM classification, treatment modality, RT technique (three-dimensional conformal RT (3D-RT) vs intensity-modulated RT (IMRT)), total dose on the primary tumour and RT on the elective or macroscopic lymph nodes.</p><p>RESULTS: At the end of (C)RT, mean weight loss was 5.1±4.9%. Fifty percent of patients had critical weight loss during (C)RT. The main predictors for critical weight loss during (C)RT by both logistic and CART analyses were RT on the lymph nodes, higher RT dose on the primary tumour, receiving 3D-RT instead of IMRT, and younger age.</p><p>CONCLUSION: Critical weight loss during (C)RT was prevalent in half of HNC patients. To predict critical weight loss, a practical prediction tree for adequate nutritional advice was developed, including the risk factors RT to the neck, higher RT dose, 3D-RT, and younger age.</p>

Reference Langius, J. A. E., Twisk, J., Kampman, M., Doornaert, P., Kramer, M. H. H., Weijs, P. J. M., & Leemans, C. R. (2016). Prediction model to predict critical weight loss in patients with head and neck cancer during (chemo)radiotherapy. Oral oncology, 52(January), 91-96. https://doi.org/10.1016/j.oraloncology.2015.10.021
Published by  Urban Vitality 1 January 2016

Publication date

Jan 2016


Jacqueline A.E. Langius
Jos Twisk
Martine Kampman
Patricia Doornaert
Mark H.H. Kramer
C. René Leemans