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

نویسندگان

  • Simeon Springer
  • Yuxuan Wang
  • Marco Dal Molin
  • David L Masica
  • Yuchen Jiao
  • Isaac Kinde
  • Amanda Blackford
  • Siva P Raman
  • Christopher L Wolfgang
  • Tyler Tomita
  • Noushin Niknafs
  • Christopher Douville
  • Janine Ptak
  • Lisa Dobbyn
  • Peter J Allen
  • David S Klimstra
  • Mark A Schattner
  • C Max Schmidt
  • Michele Yip-Schneider
  • Oscar W Cummings
  • Randall E Brand
  • Herbert J Zeh
  • Aatur D Singhi
  • Aldo Scarpa
  • Roberto Salvia
  • Giuseppe Malleo
  • Giuseppe Zamboni
  • Massimo Falconi
  • Jin-Young Jang
  • Sun-Whe Kim
  • Wooil Kwon
  • Seung-Mo Hong
  • Ki-Byung Song
  • Song Cheol Kim
  • Niall Swan
  • Jean Murphy
  • Justin Geoghegan
  • William Brugge
  • Carlos Fernandez-Del Castillo
  • Mari Mino-Kenudson
  • Richard Schulick
  • Barish H Edil
  • Volkan Adsay
  • Jorge Paulino
  • Jeanin van Hooft
  • Shinichi Yachida
  • Satoshi Nara
  • Nobuyoshi Hiraoka
  • Kenji Yamao
  • Susuma Hijioka
  • Schalk van der Merwe
  • Michael Goggins
  • Marcia Irene Canto
  • Nita Ahuja
  • Kenzo Hirose
  • Martin Makary
  • Matthew J Weiss
  • John Cameron
  • Meredith Pittman
  • James R Eshleman
  • Luis A Diaz
  • Nickolas Papadopoulos
  • Kenneth W Kinzler
  • Rachel Karchin
  • Ralph H Hruban
  • Bert Vogelstein
  • Anne Marie Lennon
چکیده

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.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Differential diagnosis of pancreatic cystic masses with the quantitative analysis of spectral CT imaging: Initial results

Background: To retrospectively evaluate whether quantitative information derived from spectral imaging can improve the differential diagnosis of pancreatic cystic masses including pancreatic solid pseudopapillary epithelial neoplasms (SPENs), mucin- producing cysts and pseudocysts. Materials and Methods: From June 2015 to October 2017, 56 patients (22 pseudocysts, 18 mucin-producing cysts and 1...

متن کامل

Increasing the accuracy of the classification of diabetic patients in terms of functional limitation using linear and nonlinear combinations of biomarkers: Ramp AUC method

The Area under the ROC Curve (AUC) is a common index for evaluating the ability of the biomarkers for classification. In practice, a single biomarker has limited classification ability, so to improve the classification performance, we are interested in combining biomarkers linearly and nonlinearly. In this study, while introducing various types of loss functions, the Ramp AUC method and some of...

متن کامل

Reduced Levels of Serum Potassium and Plasma Cholinesterase in Acute Organophosphate Poisoning: Possible Predictive Markers

Background: It is becoming apparent that although inhibition of cholinesterase plays a key role in organophosphate (OP) toxicity, other factors are also important. One of the contributing factors for severity of OP poisoning is electrolyte imbalances such as hypokalemia. This study was aimed at evaluating the value of hypokalemia in association with plasma cholinesterase (PChE) levels in predic...

متن کامل

میزان شیوع کیست‌های فکی(کیست‌ها و تومورهای ادنتوژنیک و ضایعات مزانشیمی) و ارتباط یافته‌های کلینیکی، رادیولوژیکی و پاتولوژیکی آنها با یکدیگر

    Background & Aim: Jaw cysts are uncommon lesions that frequently behave aggressively and attain a large size. For definite diagnosis clinicoradiopathologic features are needed. Due to a great similarity between historical, clinical and radiological features of jaw cysts, the differentiation of one from another just by regarding one of these data is impossible. Not enough information is avai...

متن کامل

درد حاد شکم ناشی از کیست امنتوم در پسر بچه‌ی 6 ساله

Omental cysts are rare and occur in approximately one of 100,000 patients. About 25% of these cysts are presented in children less than 10 years of age. Symptoms produced by omental cysts are not clinically diagnostic and pre operative diagnosis is exceedingly difficult. Omental cysts producing clinical symptoms must be differentiated from other cysts and acute intra abdominal conditions such a...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:
  • Gastroenterology

دوره 149 6  شماره 

صفحات  -

تاریخ انتشار 2015