预测胰腺癌二线化疗资格的Nomogram (Nomogram)开发与验证。

IF 1.7 4区 医学 Q4 ONCOLOGY
Kentaro Sato, Rei Suzuki, Naoki Konno, Hiroki Irie, K O Watanabe, Hiromichi Imaizumi, Yuichi Waragai, Mitsuru Sugimoto, Hiroyuki Asama, Hiroshi Shimizu, Rei Ohira, Hiromasa Ohira
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引用次数: 0

摘要

背景/目的:对于胰腺癌,联合治疗,如吉西他滨加nab-紫杉醇(GnP)或FOLFIRINOX (FFX),被推荐作为一线(FL)化疗。二线(SL)化疗已被证明可提高生存率,但预测SL化疗适格性的因素仍不清楚。本研究旨在确定预测SL化疗资格的因素,并制定预测nomogram。患者和方法:这项回顾性多中心研究包括278例2017年至2023年间接受FL化疗的不可切除PC患者。患者被分为发展组(n=140)和外部验证组(n=138)。进行单因素和多因素logistic回归分析,以确定SL化疗资格的预测因素。利用这些独立的预测因子建立了一个nomogram,并通过校准曲线和c统计量进行了验证。结果:适合SL化疗的独立预测因素包括年龄(相对于单药治疗)。nomogram在发展队列中具有良好的预测准确性(c-statistic: 0.78),在验证队列中具有可接受的准确性(c-statistic: 0.68)。校正曲线显示预测概率与观测概率吻合较好。结论:本文所建立的nomogram是预测PC患者是否适合SL化疗的可靠工具,从而有助于做出明智的治疗决策。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Development and Validation of a Nomogram of Predict Eligibility for Second-line Chemotherapy in Pancreatic Cancer.

Background/aim: For pancreatic cancer, combination therapies, such as gemcitabine plus nab-paclitaxel (GnP) or FOLFIRINOX (FFX), are recommended as first-line (FL) chemotherapy. Second-line (SL) chemotherapy has been shown to improve survival, but factors predicting eligibility for SL chemotherapy remain unclear. This study aimed to identify factors predicting eligibility for SL chemotherapy and to develop a predictive nomogram.

Patients and methods: This retrospective multicenter study included 278 patients with unresectable PC who received FL chemotherapy between 2017 and 2023. Patients were divided into the development (n=140) and external validation (n=138) cohorts. Univariate and multivariate logistic regression analyses were performed to identify predictors of eligibility for SL chemotherapy. A nomogram was developed using these independent predictors and was validated via calibration curves and c-statistics.

Results: The independent predictors of eligibility for SL chemotherapy included age (<70 years old), C-reactive protein (CRP) levels, and the FL regimen (combination vs. monotherapy). The nomogram demonstrated good predictive accuracy (c-statistic: 0.78) in the development cohort and acceptable accuracy (c-statistic: 0.68) in the validation cohort. The calibration curves showed good agreement between predicted and observed probabilities.

Conclusion: The nomogram developed herein is a reliable tool for predicting eligibility for SL chemotherapy among PC patients, thereby facilitating informed treatment decisions.

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来源期刊
Anticancer research
Anticancer research 医学-肿瘤学
CiteScore
3.70
自引率
10.00%
发文量
566
审稿时长
2 months
期刊介绍: ANTICANCER RESEARCH is an independent international peer-reviewed journal devoted to the rapid publication of high quality original articles and reviews on all aspects of experimental and clinical oncology. Prompt evaluation of all submitted articles in confidence and rapid publication within 1-2 months of acceptance are guaranteed. ANTICANCER RESEARCH was established in 1981 and is published monthly (bimonthly until the end of 2008). Each annual volume contains twelve issues and index. Each issue may be divided into three parts (A: Reviews, B: Experimental studies, and C: Clinical and Epidemiological studies). Special issues, presenting the proceedings of meetings or groups of papers on topics of significant progress, will also be included in each volume. There is no limitation to the number of pages per issue.
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