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体重监测评分:通过图像特征评估鼻咽癌患者同步放化疗期间的体重减轻情况可预测预后。

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

作者信息

Sun Jiachen, Lam Sai Kit Edmond, Zhang Jiang, Teng Xinzhi, Lee Francis Kar-Ho, Yip Celia Wai-Yi, Chow James Chung Hang, Lee Victor Ho Fun, Sun Ying, Cai Jing

机构信息

Department of Health Technology and Informatics, The Hong Kong Polytechnic University, Kowloon, Hong Kong.

Department of Biomedical Engineering, The Hong Kong Polytechnic University, Kowloon, Hong Kong.

出版信息

Radiol Med. 2025 Mar;130(3):381-396. doi: 10.1007/s11547-025-01953-9. Epub 2025 Jan 28.

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.

摘要

目的

体重减轻在鼻咽癌患者同步放化疗(CCRT)期间很常见,并且对治疗决策有影响。然而,这种体重减轻的预后价值仍不确定。我们通过提出一种新的指标体重审查评分(WCS)来解决这个问题,该指标表征了患者特异性CCRT对实际与估计体重减轻的反应。

方法

一项回顾性研究纳入了来自两家独立医院的315例患者。通过图像和剂量学特征的线性回归获得估计的WCS(eWCS)。将eWCS转换为估计的净体重减轻(nWL),并评估其准确性。通过将放疗后实际nWL与患者放疗前身体信息进行中心化和标准化来计算确定的WCS(dWCS)。dWCS与eWCS的比值(WCS比值)反映了患者实际与估计的体重减轻情况。评估了WCS比值在1处二分法的预后能力。

结果

估计的nWL与实际nWL的平均绝对误差为1.84千克。在多变量Cox分析中,发现实际体重减轻大于估计体重减轻的患者的总生存期(p = 0.005,HR = 3.35[1.45 - 7.73])、无进展生存期(p = 0.038,HR = 1.86[1.03 - 3.35])和远处转移无进展生存期(p = 0.050,HR = 2.20[1.00 - 4.85])分别显著更差。还发现他们无法从辅助化疗中获益(p = 0.572),而辅助化疗在实际体重减轻小于估计体重减轻的患者中提供了显著的无进展生存期获益(p = 0.036,HR = 0.53[0.29 - 0.96])。

结论

CCRT期间患者的nWL可以通过放疗前阶段的剂量学因素合理估计。实际与预期体重减轻的预后价值有望突出CCRT后易受影响的患者。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/95ad/11903536/492989ec926a/11547_2025_1953_Fig1_HTML.jpg

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