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Title: Weight censorial score : estimation of the weight loss during concurrent chemo-radiotherapy in nasopharyngeal carcinoma patients by image features predicts prognosis
Authors: Sun, J 
Lam, SKE 
Zhang, J 
Teng, X 
Lee, FKH
Yip, CWY
Chow, JCH
Lee, VHF
Sun, Y
Cai, J 
Issue Date: Mar-2025
Source: La Radiologia Medica, Mar. 2025, v. 130, no. 3, p. 381-396
Abstract: Purpose: Bodyweight loss is commonly found in Nasopharyngeal Carcinoma patients during Concurrent Chemo-radiotherapy (CCRT) and has implications for treatment decisions. However, the prognostic value of this weight loss remains uncertain. We addressed it by proposing a novel index Weight Censorial Score (WCS) that characterizes the patient-specific CCRT response on actual to estimated weight loss.
Methods: A retrospective study included 315 patients from two independent hospitals. An Estimated WCS (eWCS) was obtained through linear regression of image and dosimetry features. The eWCS was converted to an estimated net weight loss (nWL), with its accuracy evaluated. The Determined WCS (dWCS) was calculated by centering and scaling the post-RT actual nWL with patient’s pre-RT body information. The ratio of dWCS to eWCS (WCS ratio) reflected the actual to estimated weight loss of a patient. The prognostic ability of WCS ratio dichotomized at 1 was evaluated.
Results: The mean absolute error of estimated to actual nWL was 1.84 kg. Patients who had their actual WL larger than estimated WL were found to have significantly worse OS (p = 0.005, HR = 3.35[1.45–7.73]), PFS (p = 0.038, HR = 1.86[1.03–3.35]), and DMFS (p = 0.050, HR = 2.20[1.00–4.85]), respectively, in multivariable cox analysis. They were also found not to benefit from adjuvant chemotherapy (p = 0.572), whereas the adjuvant chemotherapy provided significant PFS benefit in patients with actual WL smaller than estimated WL (p = 0.036, HR = 0.53[0.29–0.96]).
Conclusion: The nWL of patient during CCRT can be reasonably estimated by dosimetry factors at pre-RT stage. The prognostic value of the actual to expected weight loss holds promise for highlighting vulnerable patients after CCRT.
Keywords: Concurrent chemoradiotherapy
Nasopharyngeal carcinoma
Prognosis
Radiomics
Weight loss prediction
Publisher: Springer Milano
Journal: La Radiologia Medica 
ISSN: 0033-8362
EISSN: 1826-6983
DOI: 10.1007/s11547-025-01953-9
Rights: © The Author(s) 2025
This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
The following publication Sun, J., Lam, S., Zhang, J. et al. Weight censorial score: estimation of the weight loss during concurrent chemo-radiotherapy in nasopharyngeal carcinoma patients by image features predicts prognosis. Radiol med 130, 381–396 (2025) is available at https://dx.doi.org/10.1007/s11547-025-01953-9.
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