Methylation-based Cell-free DNA Signature for Early Detection of Pancreatic Cancer

被引:25
作者
Ying, Lee [1 ]
Sharma, Anup [1 ]
Chhoda, Ankit [2 ]
Ruzgar, Nensi [1 ]
Hasan, Nesrin [1 ]
Kwak, Ruby [3 ]
Wolfgang, Christopher L. [4 ]
Wang, Tza Huei [5 ,6 ,7 ]
Kunstman, John W. [1 ]
Salem, Ronald R. [1 ]
Wood, Laura D. [8 ]
Iacobuzio-Donahue, Christine [9 ]
Schneider, Eric B. [1 ]
Farrell, James J. [2 ]
Ahuja, Nita [1 ,10 ,11 ]
机构
[1] Yale Univ, Sch Med, Dept Surg, New Haven, CT 06510 USA
[2] Yale Univ, Sch Med, Dept Internal Med, Sect Digest Dis, New Haven, CT 06510 USA
[3] Harvard Med Sch, Boston, MA 02115 USA
[4] Johns Hopkins Univ, Sch Med, Dept Surg, Baltimore, MD 21205 USA
[5] Johns Hopkins Univ, Dept Biomed Engn, Baltimore, MD USA
[6] Johns Hopkins Univ, Dept Mech Engn, Baltimore, MD 21218 USA
[7] Johns Hopkins Univ, Inst NanoBioTechnol, Baltimore, MD USA
[8] Johns Hopkins Univ, Dept Pathol, Sol Goldman Pancreat Canc Res Ctr, Baltimore, MD USA
[9] Mem Sloan Kettering Canc Ctr, Dept Pathol, Human Oncol & Pathogenesis Program, 1275 York Ave, New York, NY 10021 USA
[10] Yale New Haven Hosp, Dept Surg, 20 York St, New Haven, CT 06504 USA
[11] Smilow Canc Hosp, Dept Surg, New Haven, CT USA
基金
美国国家卫生研究院;
关键词
cell-free DNA; methylation; pancreatic cancer; CP; chronic pancreatitis; PanIN; pancreatic intraepithelial neoplasia; IPMN; intraductal papillary mucinous neoplasia; ADAMTS1; a disintegrin and metalloproteinase with thrombospondin motifs; BNC1; zinc finger protein basonuclin-1; LRFN5; leucine-rich repeat and fibronectin type III domain containing 5; PXDN; peroxidasin; cfDNA; SURGERY;
D O I
10.1097/MPA.0000000000001919
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
Objectives The potential of DNA methylation alterations in early pancreatic cancer (PC) detection among pancreatic tissue cell-free DNA seems promising. This study investigates the diagnostic capacity of the 4-gene methylation biomarker panel, which included ADAMTS1, BNC1, LRFN5, and PXDN genes, in a case-control study. Methods A genome-wide pharmacoepigenetic approach identified ADAMTS1, BNC1, LRFN5, and PXDN genes as putative targets. Tissue samples including stage I-IV PC (n = 44), pancreatic intraepithelial neoplasia (n = 15), intraductal papillary mucinous neoplasms (n = 24), and normal pancreas (n = 8), and cell-free DNA, which was acquired through methylation on beads technology from PC (n = 22) and control patients (n = 10), were included. The 2(- increment ct) was the outcome of interest and underwent receiver operating characteristic analysis to determine the diagnostic accuracy of the panel. Results Receiver operating characteristic analysis revealed an area under the curve of 0.93 among ADAMTS1, 0.76 among BNC1, 0.75 among PXDN, and 0.69 among LRFN5 gene. The combination gene methylation panel (ADAMTS1, BNC1, LRFN5, and PXDN) had an area under the curve of 0.94, with a sensitivity of 100% and specificity of 90%. Conclusions This methylation-based biomarker panel had promising accuracy for PC detection and warranted further validation in prospective PC surveillance trials.
引用
收藏
页码:1267 / 1273
页数:7
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