肝内胆管癌骨转移诊断和预后模型的开发与验证:基于人群的分析。

IF 1.5 4区 医学 Q4 ONCOLOGY Translational cancer research Pub Date : 2024-08-31 Epub Date: 2024-08-27 DOI:10.21037/tcr-24-567
Shan-Fei Zhu, Ben-Liang Mao, Run-Yu Zhuang, Jie-Yu Huang, Fan Wu, Bai-Lin Wang, Yong Yan
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引用次数: 0

摘要

背景:骨转移(BM)是肝内胆管癌(ICC)患者常见的转移部位,严重影响患者的生活质量和预后。本研究旨在评估ICC患者发生BM的风险,并通过构建两个提名图来预测ICC相关BM(ICCBM)患者的预后:我们对2010年至2017年监测、流行病学和最终结果(SEER)数据库中记录的2651例ICC患者的数据进行了回顾性分析,其中包括148例BM病例。通过单变量和多变量逻辑回归分析确定了ICC患者发生BM的独立预测因素;同时,通过单变量和多变量Cox回归分析确定了ICCBM患者的独立预后指标。通过校准曲线、接收器操作特征曲线(ROC)、决策曲线分析(DCA)和卡普兰-梅尔(KM)分析评估了提名图的实用性:结果:ICC BM的独立危险因素包括性别、肿瘤大小、肺转移、脑转移和肝内转移。ICCBM患者的独立预后因素包括年龄、化疗和放疗。预后提名图显示,训练队列的C指数为0.737[95%保密区间(CI):0.682-0.792],验证队列的C指数为0.696(95% CI:0.623-0.769)。校准曲线显示,预测结果与观察事件之间具有很强的一致性。在训练队列中,3 个月、6 个月和 12 个月癌症特异性生存率(CSS)的曲线下面积(AUC)分别为 0.853、0.781 和 0.739,在验证队列中分别为 0.794、0.822 和 0.780。在广泛的阈值概率范围内,DCA 显示了显著的净效益。KM分析显示,1年、2年和3年CSS率分别为23.91%、7.55%和2.35%,中位CSS为6个月,强调了提名图根据生存风险对患者进行明确分层的能力:这些提名图为预测 ICC 患者的 BM 风险和 ICCBM 患者的预后提供了重要的临床实用价值,从而有助于制定更有效的治疗模式。
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Development and validation of a diagnostic and prognostic model for bone metastasis of intrahepatic cholangiocarcinoma: a population-based analysis.

Background: Bone metastasis (BM) is a common site of metastasis in patients with intrahepatic cholangiocarcinoma (ICC), significantly impacting the quality of life and prognosis of affected individuals. This investigation aimed to assess the risk of BM development in ICC patients and to prognosticate for patients with ICC-associated BM (ICCBM) through the construction of two nomograms.

Methods: We conducted a retrospective analysis of data from 2,651 ICC patients, including 148 cases of BM, documented in the Surveillance, Epidemiology, and End Results (SEER) database spanning 2010 to 2017. Independent predictors for the occurrence of BM in ICC patients were identified via univariate and multivariate logistic regression analyses; simultaneously, independent prognostic indicators for ICCBM patients were ascertained through univariate and multivariate Cox regression analyses. The utility of the nomograms was evaluated through calibration curves, receiver operating characteristic (ROC) curves, decision curve analysis (DCA), and Kaplan-Meier (KM) analysis.

Results: Independent risk factors for BM in ICC included sex, tumor size, lung metastasis, brain metastasis, and intrahepatic metastasis. For ICCBM patients, independent prognostic factors comprised age, chemotherapy, and radiotherapy. The prognostic nomogram exhibited C-indexes of 0.737 [95% confidential interval (CI): 0.682-0.792] for the training cohort and 0.696 (95% CI: 0.623-0.769) for the validation cohort. Calibration curves demonstrated strong concordance between predicted outcomes and observed events. The areas under the curve (AUC) for 3-, 6-, and 12-month cancer-specific survival (CSS) were 0.853, 0.781, and 0.739, respectively, in the training cohort, and 0.794, 0.822, and 0.780 in the validation cohort. DCA illustrated significant net benefits across a broad spectrum of threshold probabilities. KM analysis revealed 1-, 2-, and 3-year CSS rates of 23.91%, 7.55%, and 2.35%, respectively, with a median CSS of 6 months, underscoring the nomograms' capacity to distinctly stratify patients according to survival risk.

Conclusions: The development of these nomograms offers substantial clinical utility in forecasting BM risk among ICC patients and prognosticating for those with ICCBM, thereby facilitating the formulation of more efficacious treatment modalities.

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CiteScore
2.10
自引率
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发文量
252
期刊介绍: Translational Cancer Research (Transl Cancer Res TCR; Print ISSN: 2218-676X; Online ISSN 2219-6803; http://tcr.amegroups.com/) is an Open Access, peer-reviewed journal, indexed in Science Citation Index Expanded (SCIE). TCR publishes laboratory studies of novel therapeutic interventions as well as clinical trials which evaluate new treatment paradigms for cancer; results of novel research investigations which bridge the laboratory and clinical settings including risk assessment, cellular and molecular characterization, prevention, detection, diagnosis and treatment of human cancers with the overall goal of improving the clinical care of cancer patients. The focus of TCR is original, peer-reviewed, science-based research that successfully advances clinical medicine toward the goal of improving patients'' quality of life. The editors and an international advisory group of scientists and clinician-scientists as well as other experts will hold TCR articles to the high-quality standards. We accept Original Articles as well as Review Articles, Editorials and Brief Articles.
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