Skip to main content

Multi-institutional Validation Study of Pancreatic Cyst Fluid Protein Analysis for Prediction of High-risk Intraductal Papillary Mucinous Neoplasms of the Pancreas.

Publication ,  Journal Article
Al Efishat, MA; Attiyeh, MA; Eaton, AA; Gönen, M; Prosser, D; Lokshin, AE; Castillo, CF-D; Lillemoe, KD; Ferrone, CR; Pergolini, I; Rezaee, N ...
Published in: Ann Surg
August 2018

OBJECTIVE: Preliminary work by our group suggested that proteins within the pancreatic cyst fluid (CF) may discriminate degree of IPMN dysplasia. We sought to externally validate these markers and determine whether their inclusion in a preoperative clinical nomogram could increase diagnostic accuracy. SUMMARY BACKGROUND DATA: IPMN is the most common radiographically identifiable precursor to pancreatic cancer; however, the timing and frequency of its malignant progression are unknown, and there are currently no reliable preoperative tests that can determine the grade of dysplasia in IPMN. METHODS: Clinical and radiographic data, as well as CF samples, were obtained from 149 patients who underwent resection for IPMN at 1 of 3 institutions. High-risk disease was defined as the presence of high-grade dysplasia or invasive carcinoma. Multianalyte bead array analysis (Luminex) of CF was performed for 4 protein markers that were previously associated with high-risk disease. Logistic regression models were fit on training data, with and without adjustment for a previously developed clinical nomogram and validated with an external testing set. The models incorporating clinical risk score were presented graphically as nomograms. RESULTS: Within the group of 149 resected patients, 89 (60%) had low-risk disease, and 60 (40%) had high-risk disease. All 4 CF markers (MMP9, CA72-4, sFASL, and IL-4) were overexpressed in patients with high-risk IPMN (P < 0.05). Two predictive models based on preselected combinations of CF markers had concordance indices of 0.76 (Model-1) and 0.80 (Model-2). Integration of each CF marker model into a previously described clinical nomogram leads to increased discrimination compared with either the CF models or nomogram alone (c-indices of 0.84 and 0.83, respectively). CONCLUSIONS: This multi-institutional study validated 2 CF protein marker models for preoperative identification of high-risk IPMN. When combined with a clinical nomogram, the ability to predict high-grade dysplasia was even stronger.

Duke Scholars

Altmetric Attention Stats
Dimensions Citation Stats

Published In

Ann Surg

DOI

EISSN

1528-1140

Publication Date

August 2018

Volume

268

Issue

2

Start / End Page

340 / 347

Location

United States

Related Subject Headings

  • Surgery
  • Risk Assessment
  • Radiography
  • Preoperative Care
  • Pancreatic Intraductal Neoplasms
  • Nomograms
  • Middle Aged
  • Male
  • Logistic Models
  • Humans
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Al Efishat, M. A., Attiyeh, M. A., Eaton, A. A., Gönen, M., Prosser, D., Lokshin, A. E., … Allen, P. J. (2018). Multi-institutional Validation Study of Pancreatic Cyst Fluid Protein Analysis for Prediction of High-risk Intraductal Papillary Mucinous Neoplasms of the Pancreas. Ann Surg, 268(2), 340–347. https://doi.org/10.1097/SLA.0000000000002421
Al Efishat, Mohammad A., Marc A. Attiyeh, Anne A. Eaton, Mithat Gönen, Denise Prosser, Anna E. Lokshin, Carlos Fernández-Del Castillo, et al. “Multi-institutional Validation Study of Pancreatic Cyst Fluid Protein Analysis for Prediction of High-risk Intraductal Papillary Mucinous Neoplasms of the Pancreas.Ann Surg 268, no. 2 (August 2018): 340–47. https://doi.org/10.1097/SLA.0000000000002421.
Al Efishat MA, Attiyeh MA, Eaton AA, Gönen M, Prosser D, Lokshin AE, et al. Multi-institutional Validation Study of Pancreatic Cyst Fluid Protein Analysis for Prediction of High-risk Intraductal Papillary Mucinous Neoplasms of the Pancreas. Ann Surg. 2018 Aug;268(2):340–7.
Al Efishat, Mohammad A., et al. “Multi-institutional Validation Study of Pancreatic Cyst Fluid Protein Analysis for Prediction of High-risk Intraductal Papillary Mucinous Neoplasms of the Pancreas.Ann Surg, vol. 268, no. 2, Aug. 2018, pp. 340–47. Pubmed, doi:10.1097/SLA.0000000000002421.
Al Efishat MA, Attiyeh MA, Eaton AA, Gönen M, Prosser D, Lokshin AE, Castillo CF-D, Lillemoe KD, Ferrone CR, Pergolini I, Mino-Kenudson M, Rezaee N, Dal Molin M, Weiss MJ, Cameron JL, Hruban RH, D’Angelica MI, Kingham TP, DeMatteo RP, Jarnagin WR, Wolfgang CL, Allen PJ. Multi-institutional Validation Study of Pancreatic Cyst Fluid Protein Analysis for Prediction of High-risk Intraductal Papillary Mucinous Neoplasms of the Pancreas. Ann Surg. 2018 Aug;268(2):340–347.

Published In

Ann Surg

DOI

EISSN

1528-1140

Publication Date

August 2018

Volume

268

Issue

2

Start / End Page

340 / 347

Location

United States

Related Subject Headings

  • Surgery
  • Risk Assessment
  • Radiography
  • Preoperative Care
  • Pancreatic Intraductal Neoplasms
  • Nomograms
  • Middle Aged
  • Male
  • Logistic Models
  • Humans