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Novel Methylated DNA Markers Discriminate Advanced Neoplasia in Pancreatic Cysts: Marker Discovery, Tissue Validation, and Cyst Fluid Testing.
- Source :
-
The American journal of gastroenterology [Am J Gastroenterol] 2019 Sep; Vol. 114 (9), pp. 1539-1549. - Publication Year :
- 2019
-
Abstract
- Objectives: Pancreatic cystic lesions (PCLs) may be precancerous. Those likely to harbor high-grade dysplasia (HGD) or pancreatic cancer (PC) are targets for surgical resection. Current algorithms to predict advanced neoplasia (HGD/PC) in PCLs lack diagnostic accuracy. In pancreatic tissue and cyst fluid (CF) from PCLs, we sought to identify and validate novel methylated DNA markers (MDMs) that discriminate HGD/PC from low-grade dysplasia (LGD) or no dysplasia (ND).<br />Methods: From an unbiased whole-methylome discovery approach using predefined selection criteria followed by multistep validation on case (HGD or PC) and control (ND or LGD) tissues, we identified discriminant MDMs. Top candidate MDMs were then assayed by quantitative methylation-specific polymerase chain reaction on archival CF from surgically resected PCLs.<br />Results: Of 25 discriminant MDMs identified in tissue, 13 were selected for validation in 134 CF samples (21 cases [8 HGD, 13 PC], 113 controls [45 ND, 68 LGD]). A tree-based algorithm using 2 CF-MDMs (TBX15, BMP3) achieved sensitivity and specificity above 90%. Discrimination was significantly better by this CF-MDM panel than by mutant KRAS or carcinoembryonic antigen, with areas under the receiver operating characteristic curve of 0.93 (95% confidence interval: 0.86-0.99), 0.71 (0.57-0.85), and 0.72 (0.60-0.84), respectively. Cutoffs for the MDM panel applied to an independent CF validation set (31 cases, 56 controls) yielded similarly high discrimination, areas under the receiver operating characteristic curve = 0.86 (95% confidence interval: 0.77-0.94, P = 0.2).<br />Discussion: Novel MDMs discovered and validated in tissue accurately identify PCLs harboring HGD/PC. A panel of 2 MDMs assayed in CF yielded results with potential to enhance current risk prediction algorithms. Prospective studies are indicated to optimize and further evaluate CF-MDMs for clinical use.
- Subjects :
- Aged
Bone Morphogenetic Protein 3 genetics
Carcinoembryonic Antigen metabolism
Carcinoma, Pancreatic Ductal diagnosis
Carcinoma, Pancreatic Ductal pathology
Cyst Fluid metabolism
Cystadenoma, Serous diagnosis
Cystadenoma, Serous pathology
Female
Humans
Male
Middle Aged
Neoplasm Grading
Pancreatic Cyst diagnosis
Pancreatic Cyst pathology
Pancreatic Intraductal Neoplasms diagnosis
Pancreatic Intraductal Neoplasms pathology
Pancreatic Neoplasms diagnosis
Pancreatic Neoplasms pathology
Polymerase Chain Reaction
Precancerous Conditions diagnosis
Precancerous Conditions pathology
Proto-Oncogene Proteins p21(ras) genetics
Reproducibility of Results
Sensitivity and Specificity
T-Box Domain Proteins genetics
Carcinoma, Pancreatic Ductal genetics
Cystadenoma, Serous genetics
DNA Methylation genetics
Pancreatic Cyst genetics
Pancreatic Intraductal Neoplasms genetics
Pancreatic Neoplasms genetics
Precancerous Conditions genetics
Subjects
Details
- Language :
- English
- ISSN :
- 1572-0241
- Volume :
- 114
- Issue :
- 9
- Database :
- MEDLINE
- Journal :
- The American journal of gastroenterology
- Publication Type :
- Academic Journal
- Accession number :
- 31306149
- Full Text :
- https://doi.org/10.14309/ajg.0000000000000284