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术前淋巴细胞与单核细胞比值对口腔癌患者的预后价值及动态列线图的建立。

Prognostic value of preoperative lymphocyte-to-monocyte ratio in oral cancer patients and establishment of a dynamic nomogram.

机构信息

Department of Epidemiology and Health Statistics, Fujian Provincial Key Laboratory of Environment Factors and Cancer, School of Public Health, Fujian Medical University, Fujian, China.

Key Laboratory of Ministry of Education for Gastrointestinal Cancer, Fujian Medical University, Fuzhou, China.

出版信息

Oral Dis. 2021 Jul;27(5):1127-1136. doi: 10.1111/odi.13629. Epub 2021 Feb 23.

Abstract

OBJECTIVE

To assess the association of preoperative lymphocyte-to-monocyte ratio (LMR) and overall survival (OS) in patients with oral cancer and develop a dynamic nomogram for individualized survival prediction.

METHOD

The prognostic value of LMR was evaluated in a large-scale cohort with 651 postoperative patients with oral cancer between January 2010 and December 2017. Propensity score-matched (PSM) analysis and inverse probability of treatment weighting (IPTW) analysis were performed to further verify the prognostic value of LMR. A dynamic nomogram was then developed based on the LMR and clinicopathological features, and its predictive performance and clinical utility were evaluated.

RESULTS

A high LMR was significantly associated with better OS of patients with oral cancer (HR = 0.65; 95% CI = 0.44-0.98). The similar association was also observed in the PSM and IPTW analyses. Moreover, compared with TNM staging system, the dynamic nomogram based on the LMR exhibited more excellent predictive performance (0.72 versus 0.64, p < .001), with calibration curves (1,000 bootstrap resamples) suggesting good match between the actual and predicted probabilities. Decision curve analyses (DCAs) showed a more significant positive net benefit in the practical ranges of threshold probabilities using the dynamic nomogram.

CONCLUSION

Preoperative LMR may serve as an easily accessible and non-invasive prognostic biomarker for predicting the prognosis of patients with oral cancer. A dynamic nomogram based on the LMR may show more convenience in survival prediction for patients with oral cancer. Further future studies are warranted to confirm our findings.

摘要

目的

评估术前淋巴细胞与单核细胞比值(LMR)与口腔癌患者总生存(OS)的相关性,并建立用于个体生存预测的动态列线图。

方法

在 2010 年 1 月至 2017 年 12 月期间,对 651 例术后口腔癌患者进行了大规模队列研究,评估了 LMR 的预后价值。采用倾向评分匹配(PSM)分析和逆概率治疗加权(IPTW)分析进一步验证 LMR 的预后价值。然后,基于 LMR 和临床病理特征建立了一个动态列线图,并评估了其预测性能和临床实用性。

结果

高 LMR 与口腔癌患者的 OS 显著相关(HR=0.65;95%CI=0.44-0.98)。在 PSM 和 IPTW 分析中也观察到了类似的相关性。此外,与 TNM 分期系统相比,基于 LMR 的动态列线图表现出更优异的预测性能(0.72 与 0.64,p<0.001),校准曲线(1000 次 bootstrap 重采样)表明实际概率与预测概率之间具有良好的匹配。决策曲线分析(DCAs)表明,使用动态列线图在实际阈值概率范围内具有更显著的正净获益。

结论

术前 LMR 可能是一种易于获取且非侵入性的预测口腔癌患者预后的生物标志物。基于 LMR 的动态列线图在预测口腔癌患者生存方面可能更具优势。需要进一步的未来研究来证实我们的发现。

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