Detection of early pancreatic ductal adenocarcinoma with thrombospondin-2 and CA19-9 blood markers

被引:208
作者
Kim, Jungsun [1 ]
Bamlet, William R. [2 ]
Oberg, Ann L. [2 ]
Chaffee, Kari G. [2 ]
Donahue, Greg [1 ]
Cao, Xing-Jun [3 ]
Chari, Suresh [4 ]
Garcia, Benjamin A. [3 ]
Petersen, Gloria M. [5 ]
Zaret, Kenneth S. [1 ]
机构
[1] Univ Penn, Inst Regenerat Med, Dept Cell & Dev Biol, Abramson Canc Ctr,Tumor Biol Program,Perelman Sch, 9-131 Smilow Ctr Translat Res,3400 Civ Ctr Blvd, Philadelphia, PA 19104 USA
[2] Mayo Clin, Div Biomed Stat & Informat, Dept Hlth Sci Res, Rochester, MN 55905 USA
[3] Univ Penn, Perelman Sch Med, Dept Biochem & Biophys, Epigenet Program, Philadelphia, PA 19104 USA
[4] Mayo Clin, Div Gastroenterol & Hepatol, Dept Med, Rochester, MN 55905 USA
[5] Mayo Clin, Div Epidemiol, Dept Hlth Sci Res, Rochester, MN 55905 USA
关键词
CARBOHYDRATE ANTIGEN 19-9; TUMOR-MARKERS; CANCER; BIOMARKER; VALIDATION; DIAGNOSIS; PANEL; PROGRESSION; DATABASE; ACCURACY;
D O I
10.1126/scitranslmed.aah5583
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
Markers are needed to facilitate early detection of pancreatic ductal adenocarcinoma (PDAC), which is often diagnosed too late for effective therapy. Starting with a PDAC cell reprogramming model that recapitulated the progression of human PDAC, we identified secreted proteins and tested a subset as potential markers of PDAC. We optimized an enzyme-linked immunosorbent assay (ELISA) using plasma samples from patients with various stages of PDAC, from individuals with benign pancreatic disease, and from healthy controls. A phase 1 discovery study (n = 20), a phase 2a validation study (n = 189), and a second phase 2b validation study (n = 537) revealed that concentrations of plasma thrombospondin-2 (THBS2) discriminated among all stages of PDAC consistently. The receiver operating characteristic (ROC) c-statistic was 0.76 in the phase 1 study, 0.84 in the phase 2a study, and 0.87 in the phase 2b study. The plasma concentration of THBS2 was able to discriminate resectable stage I cancer as readily as stage III/IV PDAC tumors. THBS2 plasma concentrations combined with those for CA19-9, a previously identified PDAC marker, yielded a c-statistic of 0.96 in the phase 2a study and 0.97 in the phase 2b study. THBS2 data improved the ability of CA19-9 to distinguish PDAC from pancreatitis. With a specificity of 98%, the combination of THBS2 and CA19-9 yielded a sensitivity of 87% for PDAC in the phase 2b study. A THBS2 and CA19-9 blood marker panel measured with a conventional ELISA may improve the detection of patients at high risk for PDAC.
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页数:13
相关论文
共 56 条
[41]   False Biomarker Discovery due to Reactivity of a Commercial ELISA for CUZD1 with Cancer Antigen CA125 [J].
Prassas, Ioannis ;
Brinc, Davor ;
Farkona, Sofia ;
Leung, Felix ;
Dimitromanolakis, Apostolos ;
Chrystoja, Caitlin C. ;
Brand, Randall ;
Kulasingam, Vathany ;
Blasutig, Ivan M. ;
Diamandis, Eleftherios P. .
CLINICAL CHEMISTRY, 2014, 60 (02) :381-388
[42]   Enhanced Detection of Low Abundance Human Plasma Proteins Using a Tandem IgY12-SuperMix Immunoaffinity Separation Strategy [J].
Qian, Wei-Jun ;
Kaleta, David T. ;
Petritis, Brianne O. ;
Jiang, Hongliang ;
Liu, Tao ;
Zhang, Xu ;
Mottaz, Heather M. ;
Varnum, Susan M. ;
Camp, David G., II ;
Huang, Lei ;
Fang, Xiangming ;
Zhang, Wei-Wei ;
Smith, Richard D. .
MOLECULAR & CELLULAR PROTEOMICS, 2008, 7 (10) :1963-1973
[43]   Identification of a Three-Biomarker Panel in Urine for Early Detection of Pancreatic Adenocarcinoma [J].
Radon, Tomasz P. ;
Massat, Nathalie J. ;
Jones, Richard ;
Alrawashdeh, Wasfi ;
Dumartin, Laurent ;
Ennis, Darren ;
Duffy, Stephen W. ;
Kocher, Hemant M. ;
Pereira, Stephen P. ;
Guarner, Luisa ;
Murta-Nascimento, Cristiane ;
Real, Francisco X. ;
Malats, Nuria ;
Neoptolemos, John ;
Costello, Eithne ;
Greenhalf, William ;
Lemoine, Nick R. ;
Crnogorac-Jurcevic, Tatjana .
CLINICAL CANCER RESEARCH, 2015, 21 (15) :3512-3521
[44]   Projecting Cancer Incidence and Deaths to 2030: The Unexpected Burden of Thyroid, Liver, and Pancreas Cancers in the United States [J].
Rahib, Lola ;
Smith, Benjamin D. ;
Aizenberg, Rhonda ;
Rosenzweig, Allison B. ;
Fleshman, Julie M. ;
Matrisian, Lynn M. .
CANCER RESEARCH, 2014, 74 (11) :2913-2921
[45]  
Rao RB, 2008, P 2008 SIAM INT C DA, V130, P588, DOI [DOI 10.1137/1.9781611972788.54, 10.1137/1.9781611972788.54]
[46]   Familial pancreatic cancer: genetic advances [J].
Rustgi, Anil K. .
GENES & DEVELOPMENT, 2014, 28 (01) :1-7
[47]   A CLINICAL-EVALUATION OF CARBOHYDRATE ANTIGEN 19-9 AND CARCINOEMBRYONIC ANTIGEN IN PATIENTS WITH PANCREATIC-CARCINOMA [J].
SATAKE, K ;
KANAZAWA, G ;
KHO, I ;
CHUNG, YS ;
UMEYAMA, K .
JOURNAL OF SURGICAL ONCOLOGY, 1985, 29 (01) :15-21
[48]   MicroRNA Biomarkers in Whole Blood for Detection of Pancreatic Cancer [J].
Schultz, Nicolai A. ;
Dehlendorff, Christian ;
Jensen, Benny V. ;
Bjerregaard, Jon K. ;
Nielsen, Kaspar R. ;
Bojesen, Stig E. ;
Calatayud, Dan ;
Nielsen, Svend E. ;
Yilmaz, Mette ;
Hollander, Niels Henrik ;
Andersen, Klaus K. ;
Johansen, Julia S. .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2014, 311 (04) :392-404
[49]  
Siegel RL, 2017, CA-CANCER J CLIN, V67, P7, DOI [10.3322/caac.21601, 10.3322/caac.20006, 10.3322/caac.21387, 10.3322/caac.21254, 10.3322/caac.21654, 10.3322/caac.20073, 10.3322/caac.21332, 10.3322/caac.21551]
[50]   Down regulation of Thrombospondin2 predicts poor prognosis in patients with gastric cancer [J].
Sun, Ruochuan ;
Wu, Jifeng ;
Chen, Yuanyuan ;
Lu, Mingdian ;
Zhang, Shangxin ;
Lu, Daru ;
Li, Yongxiang .
MOLECULAR CANCER, 2014, 13