Weight censorial score: estimation of the weight loss during concurrent chemo-radiotherapy in nasopharyngeal carcinoma patients by image features predicts prognosis

被引:0
|
作者
Sun, Jiachen [1 ]
Lam, Sai Kit Edmond [6 ]
Zhang, Jiang [1 ]
Teng, Xinzhi [1 ]
Lee, Francis Kar-ho [2 ]
Yip, Celia Wai-yi [2 ]
Chow, James Chung Hang [2 ]
Lee, Victor Ho Fun [3 ]
Sun, Ying [4 ]
Cai, Jing [1 ,5 ]
机构
[1] Hong Kong Polytech Univ, Dept Hlth Technol & Informat, Kowloon, Hong Kong, Peoples R China
[2] Queen Elizabeth Hosp, Dept Clin Oncol, Kowloon, Hong Kong, Peoples R China
[3] Univ Hong Kong, Dept Clin Oncol, Hong Kong, Peoples R China
[4] Sun Yat Sen Univ, Collaborat Innovat Ctr Canc Med, State Key Lab Oncol South China,Canc Ctr, Dept Radiat Oncol,Guangdong Key Lab Nasopharyngeal, Guangzhou 510060, Peoples R China
[5] Hong Kong Polytech Univ, Shenzhen Res Inst, Shenzhen, Peoples R China
[6] Hong Kong Polytech Univ, Dept Biomed Engn, Kowloon, Hong Kong, Peoples R China
来源
RADIOLOGIA MEDICA | 2025年 / 130卷 / 03期
关键词
Nasopharyngeal carcinoma; Concurrent chemoradiotherapy; Weight loss prediction; Radiomics; Prognosis; NECK-CANCER PATIENTS; HEAD; RADIOTHERAPY; RADIATION; CHEMOIRRADIATION; CHEMOTHERAPY; NUTRITION; THERAPY;
D O I
10.1007/s11547-025-01953-9
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
PurposeBodyweight 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.MethodsA 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.ResultsThe 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]).ConclusionThe 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.
引用
收藏
页码:381 / 396
页数:16
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