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A combination of molecular markers and clinical features improve the classification of pancreatic cysts.

Publication ,  Journal Article
Springer, S; Wang, Y; Dal Molin, M; Masica, DL; Jiao, Y; Kinde, I; Blackford, A; Raman, SP; Wolfgang, CL; Tomita, T; Niknafs, N; Douville, C ...
Published in: Gastroenterology
November 2015

BACKGROUND & AIMS: The management of pancreatic cysts poses challenges to both patients and their physicians. We investigated whether a combination of molecular markers and clinical information could improve the classification of pancreatic cysts and management of patients. METHODS: We performed a multi-center, retrospective study of 130 patients with resected pancreatic cystic neoplasms (12 serous cystadenomas, 10 solid pseudopapillary neoplasms, 12 mucinous cystic neoplasms, and 96 intraductal papillary mucinous neoplasms). Cyst fluid was analyzed to identify subtle mutations in genes known to be mutated in pancreatic cysts (BRAF, CDKN2A, CTNNB1, GNAS, KRAS, NRAS, PIK3CA, RNF43, SMAD4, TP53, and VHL); to identify loss of heterozygozity at CDKN2A, RNF43, SMAD4, TP53, and VHL tumor suppressor loci; and to identify aneuploidy. The analyses were performed using specialized technologies for implementing and interpreting massively parallel sequencing data acquisition. An algorithm was used to select markers that could classify cyst type and grade. The accuracy of the molecular markers was compared with that of clinical markers and a combination of molecular and clinical markers. RESULTS: We identified molecular markers and clinical features that classified cyst type with 90%-100% sensitivity and 92%-98% specificity. The molecular marker panel correctly identified 67 of the 74 patients who did not require surgery and could, therefore, reduce the number of unnecessary operations by 91%. CONCLUSIONS: We identified a panel of molecular markers and clinical features that show promise for the accurate classification of cystic neoplasms of the pancreas and identification of cysts that require surgery.

Duke Scholars

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Published In

Gastroenterology

DOI

EISSN

1528-0012

Publication Date

November 2015

Volume

149

Issue

6

Start / End Page

1501 / 1510

Location

United States

Related Subject Headings

  • Retrospective Studies
  • Prognosis
  • Predictive Value of Tests
  • Phenotype
  • Pancreatic Cyst
  • Pancreas
  • Mutation
  • Middle Aged
  • Male
  • Humans
 

Citation

APA
Chicago
ICMJE
MLA
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Springer, S., Wang, Y., Dal Molin, M., Masica, D. L., Jiao, Y., Kinde, I., … Lennon, A. M. (2015). A combination of molecular markers and clinical features improve the classification of pancreatic cysts. Gastroenterology, 149(6), 1501–1510. https://doi.org/10.1053/j.gastro.2015.07.041
Springer, Simeon, Yuxuan Wang, Marco Dal Molin, David L. Masica, Yuchen Jiao, Isaac Kinde, Amanda Blackford, et al. “A combination of molecular markers and clinical features improve the classification of pancreatic cysts.Gastroenterology 149, no. 6 (November 2015): 1501–10. https://doi.org/10.1053/j.gastro.2015.07.041.
Springer S, Wang Y, Dal Molin M, Masica DL, Jiao Y, Kinde I, et al. A combination of molecular markers and clinical features improve the classification of pancreatic cysts. Gastroenterology. 2015 Nov;149(6):1501–10.
Springer, Simeon, et al. “A combination of molecular markers and clinical features improve the classification of pancreatic cysts.Gastroenterology, vol. 149, no. 6, Nov. 2015, pp. 1501–10. Pubmed, doi:10.1053/j.gastro.2015.07.041.
Springer S, Wang Y, Dal Molin M, Masica DL, Jiao Y, Kinde I, Blackford A, Raman SP, Wolfgang CL, Tomita T, Niknafs N, Douville C, Ptak J, Dobbyn L, Allen PJ, Klimstra DS, Schattner MA, Schmidt CM, Yip-Schneider M, Cummings OW, Brand RE, Zeh HJ, Singhi AD, Scarpa A, Salvia R, Malleo G, Zamboni G, Falconi M, Jang J-Y, Kim S-W, Kwon W, Hong S-M, Song K-B, Kim SC, Swan N, Murphy J, Geoghegan J, Brugge W, Fernandez-Del Castillo C, Mino-Kenudson M, Schulick R, Edil BH, Adsay V, Paulino J, van Hooft J, Yachida S, Nara S, Hiraoka N, Yamao K, Hijioka S, van der Merwe S, Goggins M, Canto MI, Ahuja N, Hirose K, Makary M, Weiss MJ, Cameron J, Pittman M, Eshleman JR, Diaz LA, Papadopoulos N, Kinzler KW, Karchin R, Hruban RH, Vogelstein B, Lennon AM. A combination of molecular markers and clinical features improve the classification of pancreatic cysts. Gastroenterology. 2015 Nov;149(6):1501–1510.
Journal cover image

Published In

Gastroenterology

DOI

EISSN

1528-0012

Publication Date

November 2015

Volume

149

Issue

6

Start / End Page

1501 / 1510

Location

United States

Related Subject Headings

  • Retrospective Studies
  • Prognosis
  • Predictive Value of Tests
  • Phenotype
  • Pancreatic Cyst
  • Pancreas
  • Mutation
  • Middle Aged
  • Male
  • Humans