Development and external validation of a prediction model for overall survival after resection of distal cholangiocarcinoma

医学 一致性 队列 比例危险模型 内科学 阿卡克信息准则 多元分析 多元统计 癌症 外科 肿瘤科 胃肠病学 统计 数学
作者
Ali Belkouz,Stijn van Roessel,Marin Strijker,Jacob L. van Dam,Lois A. Daamen,Lydia G. van der Geest,Alberto Balduzzi,Andrea Benedetti Cacciaguerra,Susan van Dieren,Q. Molenaar,Bas Groot Koerkamp,Joanne Verheij,E. Van Eycken,Giuseppe Malleo,Mohammad Abu Hilal,Martijn G.H. van Oijen,Ivan Borbath,Chris Verslype,Cornelis J.A. Punt,Marc G. Besselink,Heinz‐Josef Klümpen
出处
期刊:British Journal of Cancer [Springer Nature]
卷期号:126 (9): 1280-1288 被引量:11
标识
DOI:10.1038/s41416-021-01687-1
摘要

Various prognostic factors are associated with overall survival (OS) after resection of distal cholangiocarcinoma (dCCA). The objective of this study was to develop and validate a prediction model for 3-year OS after pancreatoduodenectomy for dCCA.The derivation cohort consisted of all patients who underwent pancreatoduodenectomy for dCCA in the Netherlands (2009-2016). Clinically relevant variables were selected based on the Akaike information criterion using a multivariate Cox proportional hazards regression model, with model performance being assessed by concordance index (C-index) and calibration plots. External validation was performed using patients from the Belgium Cancer Registry (2008-2016), and patients from two university hospitals of Southampton (U.K.) and Verona (Italy).Independent prognostic factors for OS in the derivation cohort of 454 patients after pancreatoduodenectomy for dCCA were age (HR 1.02, 95% CI 1.01-1.03), pT (HR 1.43, 95% CI 1.07-1.90) and pN category (pN1: HR 1.78, 95% CI 1.37-2.32; pN2: HR 2.21, 95% CI 1.63-3.01), resection margin status (HR 1.79, 95% CI 1.39-2.29) and tumour differentiation (HR 2.02, 95% CI 1.62-2.53). The prediction model was based on these prognostic factors. The optimism-adjusted C-indices were similar in the derivation cohort (0.69), and in the Belgian (0.66) and Southampton-Verona (0.68) validation cohorts. Calibration was accurate in the Belgian validation cohort (slope = 0.93, intercept = 0.12), but slightly less optimal in the Southampton-Verona validation cohort (slope = 0.88, intercept = 0.32). Based on this model, three risk groups with different prognoses were identified (3-year OS of 65.4%, 33.2% and 11.8%).The prediction model for 3-year OS after resection of dCCA had reasonable performance in both the derivation and geographically external validation cohort. Calibration slightly differed between validation cohorts. The model is readily available via www. pancreascalculator.com to inform patients from Western European countries on their prognosis, and may be used to stratify patients for clinical trials.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
江筱筱发布了新的文献求助10
1秒前
1秒前
Genmii完成签到,获得积分10
2秒前
白昼学派完成签到,获得积分10
2秒前
失眠南松关注了科研通微信公众号
3秒前
三桥aq完成签到,获得积分10
4秒前
打打应助王大好人采纳,获得10
4秒前
4秒前
大橙子发布了新的文献求助10
5秒前
666完成签到,获得积分10
5秒前
5秒前
5秒前
6秒前
qin发布了新的文献求助10
7秒前
8秒前
8秒前
等待胜发布了新的文献求助10
8秒前
Aurora完成签到 ,获得积分10
9秒前
HW发布了新的文献求助10
10秒前
ASHhan111完成签到,获得积分0
10秒前
houruibut完成签到,获得积分10
11秒前
赶紧毕业完成签到,获得积分10
11秒前
seven765完成签到,获得积分10
11秒前
13秒前
娇娇发布了新的文献求助10
13秒前
14秒前
咖喱鱼发布了新的文献求助20
14秒前
Aurora关注了科研通微信公众号
14秒前
14秒前
大橙子完成签到,获得积分10
15秒前
科研通AI6.4应助等待胜采纳,获得10
15秒前
16秒前
许123完成签到,获得积分10
16秒前
英姑应助himat采纳,获得10
16秒前
16秒前
16秒前
寒冷人达发布了新的文献求助10
17秒前
芝麻酱完成签到,获得积分20
17秒前
晴天完成签到 ,获得积分10
17秒前
思源应助彭语诺采纳,获得10
17秒前
高分求助中
Principles of Economics, 11th Edition 10000
University Physics with Modern Physics, 16th edition 10000
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Arthritis and Related Conditions, An Issue of Orthopedic Clinics 1000
Development of a Bridge Weigh-In-Motion System: A technology to convert the bridge response to the passage of traffic into data on vehicle configurations, speeds, times of travel and weights 1000
ズームレンズの光学設計に関する研究 800
Fundamentals of Pharmaceutical and Biologics Regulations: A Global Perspective, Second Edition 700
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7293078
求助须知:如何正确求助?哪些是违规求助? 8911840
关于积分的说明 18866375
捐赠科研通 6959898
什么是DOI,文献DOI怎么找? 3209714
关于科研通互助平台的介绍 2379220
邀请新用户注册赠送积分活动 2185740