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基于常见临床数据的预测肝细胞癌肝外转移的列线图

Nomogram predicting extrahepatic metastasis of hepatocellular carcinoma based on commonly available clinical data.

作者信息

Lee Chern-Horng, Chang Chee-Jen, Lin Yu-Jr, Yen Cho-Li, Shen Chien-Heng, Cheng Ya-Ting, Lin Chen-Chun, Hsieh Sen-Yung

机构信息

Division of General Internal Medicine and Geriatrics Chang Gung Memorial Hospital Taoyuan Taiwan.

Graduate Institute of Clinical Medical Sciences Clinical Informatics and Medical Statistics Research Center Taoyuan Taiwan.

出版信息

JGH Open. 2018 Nov 1;3(1):38-45. doi: 10.1002/jgh3.12102. eCollection 2019 Feb.

Abstract

BACKGROUND AND AIM

Extrahepatic metastasis (EHM) of hepatocellular carcinoma (HCC) leads to a worse prognosis. We aimed to develop a nomogram based on noninvasive pretreatment clinical data to predict EHM of HCC sooner.

METHODS

Three cohorts containing 1820, 479, and 988 HCC patients were enrolled from three hospitals in different regions in Taiwan and served as the training and validation cohorts. Pretreatment clinical data were analyzed by Cox regression modeling for independent risk factors of EHM.

RESULTS

Platelet count ≥ 200 × 10/μL, serum alfa-fetoprotein ≥ 100 ng/dL, tumor size ≥ 3 cm, tumor number > 1, and macrovascular invasion were independent risk factors for EHM and were used to develop a nomogram. This nomogram had concordance indices of 0.733 (95% confidence interval [CI]: 0.688-0.778) and 0.739 (95% CI: 0.692-0.787) for the prediction of EHM during a 5-year follow-up duration in the training and validation cohorts, respectively. A nomogram score > 61 implied a high risk of EHM (hazard ratio [HR] = 3.83; 95% CI: 2.77-5.31,  < 0.001).

CONCLUSION

We have developed a nomogram that could accurately predict EHM of HCC and be readily available for formulating individualized treatment for all individual HCC patients to improve therapeutic efficacy.

摘要

背景与目的

肝细胞癌(HCC)的肝外转移(EHM)会导致预后更差。我们旨在基于非侵入性的治疗前临床数据开发一种列线图,以便更早地预测HCC的EHM。

方法

从台湾不同地区的三家医院招募了三个队列,分别包含1820例、479例和988例HCC患者,作为训练队列和验证队列。通过Cox回归模型分析治疗前临床数据,以确定EHM的独立危险因素。

结果

血小板计数≥200×10⁹/μL、血清甲胎蛋白≥100 ng/dL、肿瘤大小≥3 cm、肿瘤数量>1以及大血管侵犯是EHM的独立危险因素,并用于开发列线图。在训练队列和验证队列中,该列线图在5年随访期内预测EHM的一致性指数分别为0.733(95%置信区间[CI]:0.688 - 0.778)和0.739(95% CI:0.692 - 0.787)。列线图评分>61意味着EHM风险高(风险比[HR]=3.83;95% CI:2.77 - 5.31,P<0.001)。

结论

我们开发了一种列线图,可准确预测HCC的EHM,并可随时用于为所有个体HCC患者制定个体化治疗方案,以提高治疗效果。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/df0b/6386739/a8995520ce8d/JGH3-3-38-g001.jpg

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