Development and validation of a multi-institutional preoperative nomogram for predicting grade of dysplasia in intraductal papillary mucinous neoplasms (IPMNs) of …

MA Attiyeh, C Fernández-del Castillo… - Annals of …, 2018 - journals.lww.com
MA Attiyeh, C Fernández-del Castillo, M Al Efishat, AA Eaton, M Gönen, R Batts, I Pergolini
Annals of surgery, 2018journals.lww.com
Objective: Previous nomogram models for patients undergoing resection of intraductal
papillary mucinous neoplasms (IPMNs) have been relatively small single-institutional series.
Our objective was to improve upon these studies by developing and independently
validating a new model using a large multiinstitutional dataset. Summary Background Data:
IPMNs represent the most common radiographically identifiable precursor lesions of
pancreatic cancer. They are a heterogenous group of neoplasms in which more accurate …
Abstract
Objective:
Previous nomogram models for patients undergoing resection of intraductal papillary mucinous neoplasms (IPMNs) have been relatively small single-institutional series. Our objective was to improve upon these studies by developing and independently validating a new model using a large multiinstitutional dataset.
Summary Background Data:
IPMNs represent the most common radiographically identifiable precursor lesions of pancreatic cancer. They are a heterogenous group of neoplasms in which more accurate markers of high-grade dysplasia or early invasive carcinoma could help avoid unnecessary surgery in 1 case and support potentially curative intervention (resection) in another.
Methods:
Prospectively maintained databases from 3 institutions were queried for patients who had undergone resection of IPMNs between 2005 and 2015. Patients were separated into main duct [main and mixed-type (MD)] and branch duct (BD) types based on preoperative imaging. Logistic regression modeling was used on a training subset to develop 2 independent nomograms (MD and BD) to predict low-risk (low-or intermediate-grade dysplasia) or high-risk (high-grade dysplasia or invasive carcinoma) disease. Model performance was then evaluated using an independent validation set.
Results:
We identified 1028 patients who underwent resection for IPMNs [MD: n= 454 (44%), BD: n= 574 (56%)] during the 10-year study period. High-risk disease was present in 487 patients (47%). Patients with high-risk disease comprised 71% and 29% of MD and BD groups, respectively (P< 0.0001). MD and BD nomograms were developed on the training set [70% of total (n= 720); MD: n= 318, BD: n= 402] and validated on the test set [30%(n= 308); MD: n= 136, BD: n= 172]. The presence of jaundice was almost exclusively associated with high-risk disease (57 of 58 patients, 98%). Cyst size> 3.0 cm, solid component/mural nodule, pain symptoms, and weight loss were significantly associated with high-risk disease. C-indices were 0.82 and 0.81 on training and independent validation sets, respectively; Brier scores were 0.173 and 0.175, respectively.
Conclusions:
For patients with suspected IPMNs, we present an independently validated model for the prediction of high-risk disease.
Lippincott Williams & Wilkins
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