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实验室风险评分(LabScore)的建立与验证:用于预测肝内胆管细胞癌切除术后的结局。

Development and Validation of a Laboratory Risk Score (LabScore) to Predict Outcomes after Resection for Intrahepatic Cholangiocarcinoma.

机构信息

Department of Surgery, Division of Surgical Oncology, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH.

Department of Surgery, Ospedale San Raffaele, Milano, Italy.

出版信息

J Am Coll Surg. 2020 Apr;230(4):381-391.e2. doi: 10.1016/j.jamcollsurg.2019.12.025. Epub 2020 Jan 31.

Abstract

BACKGROUND

Estimating prognosis in the preoperative setting is challenging, as most survival risk scores rely exclusively on postoperative factors. We sought to develop a composite score that incorporated preoperative liver, tumor, nutritional, and inflammatory markers to predict long-term outcomes after resection of intrahepatic cholangiocarcinoma (ICC).

STUDY DESIGN

Patients who underwent curative-intent hepatectomy for ICC between 2000 and 2017 were identified using an international multi-institutional database. Clinicopathologic factors were assessed using bivariate and multivariable analysis and a prognostic model to estimate overall survival (OS) based only on preoperative laboratory values (LabScore) was developed and validated.

RESULTS

Among 660 patients, median OS was 43.2 months and 5-year OS rate was 42.4%. On multivariable analysis, laboratory values associated with OS included carbohydrate antigen 19-9 (hazard ratio [HR] 1.16; 95% CI 1.05 to 1.27), neutrophil-to-lymphocyte ratio (HR 1.09; 95% CI, 1.05 to 1.13), platelet count (HR 1.01; 95% CI, 1.00 to 1.01), and albumin (HR 0.75; 95% CI, 0.62 to 0.92). A weighted LabScore was constructed based on the formula: (8.2 + 1.45 × natural logarithm of carbohydrate antigen 19-9 + 0.84 × neutrophil-to-lymphocyte ratio + 0.03 × platelets - 2.83 × albumin). Patients with a LabScore of 0 to 9 (n = 223), 10 to 19 (n = 353) and ≥20 (n = 88) had incrementally worse 5-year OS rates of 54.9%, 38.2% and 21.6%, respectively (p < 0.001). The model demonstrated good performance in both the test (c-index 0.70) and validation cohorts (c-index 0.67), as well as outperformed individual laboratory markers, the prognostic nutritional index (c-index 0.58), and American Joint Committee on Cancer staging system (c-index 0.60).

CONCLUSIONS

A preoperative LabScore was able to predict long-term outcomes of patients after resection for ICC better than American Joint Committee on Cancer staging system. The LabScore can be used to preoperatively identify patients who will benefit the most from upfront operation or alternative treatment options, including neoadjuvant chemotherapy before resection.

摘要

背景

在术前评估预后具有挑战性,因为大多数生存风险评分仅依赖于术后因素。我们旨在开发一个综合评分,将术前肝脏、肿瘤、营养和炎症标志物纳入其中,以预测肝内胆管癌(ICC)切除术后的长期结局。

研究设计

使用国际多机构数据库,确定了 2000 年至 2017 年间接受根治性肝切除术治疗 ICC 的患者。使用双变量和多变量分析评估临床病理因素,并开发和验证了一种仅基于术前实验室值预测总生存(OS)的预后模型(LabScore)。

结果

在 660 名患者中,中位 OS 为 43.2 个月,5 年 OS 率为 42.4%。多变量分析显示,与 OS 相关的实验室值包括癌抗原 19-9(风险比 [HR] 1.16;95%CI 1.05 至 1.27)、中性粒细胞与淋巴细胞比值(HR 1.09;95%CI,1.05 至 1.13)、血小板计数(HR 1.01;95%CI,1.00 至 1.01)和白蛋白(HR 0.75;95%CI,0.62 至 0.92)。根据公式构建了加权 LabScore:(8.2+1.45×癌抗原 19-9 的自然对数+0.84×中性粒细胞与淋巴细胞比值+0.03×血小板-2.83×白蛋白)。LabScore 为 0 至 9(n=223)、10 至 19(n=353)和≥20(n=88)的患者,5 年 OS 率分别为 54.9%、38.2%和 21.6%(p<0.001)。该模型在测试(c 指数 0.70)和验证队列(c 指数 0.67)中均表现出良好的性能,并且优于单个实验室标志物、预后营养指数(c 指数 0.58)和美国癌症联合委员会分期系统(c 指数 0.60)。

结论

术前 LabScore 能够比美国癌症联合委员会分期系统更好地预测 ICC 患者切除术后的长期结局。LabScore 可用于术前识别最受益于手术或替代治疗方案的患者,包括术前新辅助化疗。

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