Department of Gastroenterology and Hepatology, Erasmus MC Cancer Institute, University Medical Center, Rotterdam, The Netherlands.
Department of Public Health, Erasmus MC University Medical Center, Rotterdam, The Netherlands.
United European Gastroenterol J. 2022 Mar;10(2):169-178. doi: 10.1002/ueg2.12207. Epub 2022 Feb 24.
Identifying branch-duct intraductal papillary mucinous neoplasms (BD-IPMNs) at lowest risk of progression may allow for a reduced intensity of surveillance.
We aimed to externally validate the previously developed Dutch-American Risk stratification Tool (DART-1; https://rtools.mayo.edu/DART/), which identifies cysts at low risk of developing worrisome features (WFs) or high-risk stigmata (HRS).
Three prospective cohorts of individuals under surveillance for BD-IPMNs were combined, independent from the original development cohort. We assessed the performance (discrimination and calibration) of DART-1, a multivariable Cox-proportional logistic regression model with five predictors for the development of WFs or HRS.
Of 832 individuals (mean age 77 years, SD 11.5) under surveillance for a median of 40 months (IQR 44), 163 (20%) developed WFs or HRS. DART-1's discriminative ability (C-statistic 0.68) was similar to that in the development cohort (0.64-0.72) and showed moderate calibration. DART-1 adequately estimated the risk for patients in the middle risk quintile, and slightly underestimated it in the lowest quintiles. Their range of predicted versus observed 3-year risk was 0%-0% versus 0%-3.7% for Q1; 0.3%-0.4% versus 3%-11% for Q2; and 2.6%-3% versus 2.4%-9.8% for Q3. The development of WFs or HRS was associated with pancreatic cancer (p < 0.001). Vice versa, in absence of WFs or HRS, the risk of malignancy was low (0.3%).
The performance of DART-1 to predict the development of WFs or HRS in BD-IPMN was validated in an external international cohort, with a discriminative ability equal as in the development cohort. Risk estimations were most accurate for patients with BD-IPMNs in the middle risk quintile and slightly underestimated in the lowest quintiles.
识别进展风险最低的分支胰管内乳头状黏液性肿瘤(BD-IPMN),可能有助于降低监测强度。
我们旨在外部验证先前开发的荷兰-美国风险分层工具(DART-1;https://rtools.mayo.edu/DART/),该工具可识别出发生不良特征(WFs)或高危标志(HRS)风险较低的囊肿。
合并了三个接受 BD-IPMN 监测的前瞻性队列,这些队列与原始开发队列独立。我们评估了 DART-1 的性能(区分度和校准度),DART-1 是一个多变量 Cox 比例风险回归模型,有五个预测因子用于预测 WFs 或 HRS 的发生。
在中位时间为 40 个月(IQR 44)的监测中,832 名(平均年龄 77 岁,SD 11.5)个体中有 163 名(20%)发展为 WFs 或 HRS。DART-1 的区分能力(C 统计量 0.68)与开发队列相似(0.64-0.72),且具有中度校准。DART-1 能够较好地估计中间风险五分位数的患者风险,而对最低五分位数的风险估计略低。预测与观察到的 3 年风险之间的范围为 Q1 为 0%-0%与 0%-3.7%;Q2 为 0.3%-0.4%与 3%-11%;Q3 为 2.6%-3%与 2.4%-9.8%。WFs 或 HRS 的发生与胰腺癌相关(p<0.001)。反之,在没有 WFs 或 HRS 的情况下,恶性肿瘤的风险较低(0.3%)。
DART-1 预测 BD-IPMN 中 WFs 或 HRS 发生的能力在一个国际外部队列中得到验证,其区分能力与开发队列相当。对于处于中间风险五分位数的 BD-IPMN 患者,风险估计最准确,而对于最低五分位数的患者,风险估计略低。