Table 2. Serum protein biomarkers for pancreatic cancer, 2012–2017.
Author (year) | Biomarker/
Combination (serum) |
PDAC, number | Benign
controls, number |
Healthy
volunteers, number |
Sensitivity | Specificity | Area
under the curve |
---|---|---|---|---|---|---|---|
Single biomarkers | |||||||
Sogawa et al. (2016) 97 | C4BPA | 52 | 20 | 40 | 67% | 95% | 0.860 |
Rychlikova et al. (2016) 98 | Osteopontin | 64 | 71 | 48 | - | - | - |
Lin et al. (2016) 99 | APOA-I | 78 | - | 36 | 96% | 72.2% | 0.880 |
Lin et al. (2016) 99 | TF | 78 | - | 36 | 75% | 72.8% | 0.760 |
Guo et al. (2016) 100 | Dysbindin | 250 | 80 | 150 | 81.9% | 84.7% | 0.849 |
Han et al. (2015) 101 | Dickkopf-1 | 140 | - | 92 | 89.3% | 79.3% | 0.919 |
Qu et al. (2015) 102 | DCLK1 | 74 | 74 | - | - | - | 0.740 |
Dong et al. (2015) 103 | Survivin | 80 | - | 80 | - | - | - |
Gebauer et al. (2014) 104 | EpCAM | 66 | 43 | 104 | 66.7% | 77.5% | - |
Wang et al. (2014) 105 | MIC-1 | 807 | 165 | 500 | 65.8% | 96.4% | 0.935 |
Kendrick et al. (2014) 106 | IGFBP2 | 84 | 40 | 84 | 22% | 95% | 0.655 |
Kendrick et al. (2014) 106 | MSLN | 84 | 40 | 84 | 17% | 95% | 0.668 |
Kang et al. (2014) 107 | COL6A3 | 44 | 46 | 30 | - | - | 0.975 |
Willumsen et al. (2013) 108 | C1M | 15 | - | 33 | - | - | 0.830 |
Willumsen et al. (2013) 108 | C3M | 15 | - | 33 | - | - | 0.880 |
Willumsen et al. (2013) 108 | C4M | 15 | - | 33 | - | - | 0.940 |
Willumsen et al. (2013) 108 | C4M12a1 | 15 | - | 33 | - | - | 0.890 |
Falco et al. (2013) 109 | BAG3 | 52 | - | 44 | 75% | 75% | 0.770 |
Falco et al. (2013) 109 | BAG3 | 52 | 17 (chronic
pancreatitis) |
- | 81% | 77% | 0.810 |
Chen et al. (2013) 110 | TTR | 40 | - | 40 | 91% | 47% | 0.730 |
Gold et al. (2013) 111 | PAM4 | 298 | - | 79 | 76% | 96% | - |
Gold et al. (2013) 111 | PAM4 | 298 | 120 | - | - | - | 0.890 |
Poruk et al. (2013) 112 | OPN | 86 | 48 | 86 | - | - | 0.720 |
Poruk et al. (2013) 112 | TIMP-1 | 86 | 48 | 86 | - | - | 0.770 |
Lee et al. (2014) 113 | CA 19-9 | 41 | 12 | 44 | 80.4% | 70% | 0.833 |
Lee et al. (2014) 113 | Human
complement factor B (CFB) |
41 | 12 | 44 | 73.1% | 97.9% | 0.958 |
Mixed cohorts | |||||||
Ince et al. (2014) 93 | CEA | 96 (41 PDAC +25 BTC) | 129 | - | 42.7% | 89.9% | 0.713 |
Ince et al. (2014) 93 | CA19-9 | 96 (41 PDAC +25 BTC) | 129 | - | 49% | 84.5% | 0.701 |
Ince et al. (2014) 93 | VEGFR3 | 96 (41 PDAC +25 BTC) | 129 | - | 48.4% | 82.9% | 0.622 |
Ince et al. (2014) 93 | Total antioxidant
capacity |
96 (41 PDAC +25 BTC) | 129 | - | 61.1% | 60.5% | 0.602 |
Abdel-Razik et al. (2016) 114 | IGF-1 | 47 (25 PDAC + 18 BTC) | 62 | - | 62% | 51% | 0.605 |
Abdel-Razik et al. (2016) 114 | VEGF | 47 (25 PDAC + 18 BTC) | 62 | - | 58.3% | 57.3% | 0.544 |
Biomarker combinations | |||||||
Chen et al. (2013) 110 | TTR + CA19-9 | 40 | - | 40 | 81% | 85% | 0.910 |
Lee et al. (2014) 113 | CA19-9 + CFB | 41 | 12 | 44 | 90.1% | 97.2% | 0.986 |
Sogawa et al. (2016) 97 | C4BPA + CA19-9 | 52 | 20 | 40 | 86% | 80% | 0.930 |
Makawita et al. (2013) 115 | CA19-9 + REG1B | 100 | - | 92 | - | - | 0.880 |
Makawita et al. (2013) 115 | CA19-9 + SYCN
+ REG1B |
100 | - | 92 | - | - | 0.870 |
Willumsen et al. (2013) 108 | C1M + C3M +
C4M + C4M12a1 |
15 | - | 33 | - | - | 0.990 |
Shaw et al. (2014) 116 | IL10 + IL6 +
PDGF + Ca19-9 |
84 | 45 (benign) | - | 93% | 58% | 0.840
|
Shaw et al. (2014) 116 | IL8 + IL6 +
IL-10 + Ca19-9 |
84 | 32 (chronic
pancreatitis) |
- | 75% | 91% | 0.880
|
Shaw et al. (2014) 116 | IL8 + IL1b +
Ca 19-9 |
127 | - | 45 | 94% | 100% | 0.857 |
Brand et al. (2011) 117 | Ca-19 + CEA +
TIMP-1 |
173 | 70 | 120 | 71% | 89% | - |
Capello et al. (2017) 118 | TIMP1 + LRG1
+ Ca19-9 |
73 | - | 60 | 0.849% | 0.633% | 0.949 |
Capello et al. (2017) 118 | TIMP1 + LRG1
+ Ca19-9 |
73 | 74 | - | 0.452% | 0.541% | 0.890 |
Chan et al. (2014) 119 | Ca19-9 + Ca125
+ LAMC2 |
139 | 65 | 10 | 82% | 74%% | 0.870 |
Makawita et al. (2013) 115 | CA19-9 + REG1B | 82 | 41 | 92 | - | - | 0.875 |
Makawita et al. (2013) 115 | CA19-9 + SYNC
+ REG1B |
82 | 41 | 92 | - | - | 0.873 |
Makawita et al. (2013) 115 | CA19-9 + AGR2
+ REG1B |
82 | 41 | 92 | - | - | 0.869 |
BTC, biliary tract cancer; PDAC, pancreatic ductal adenocarcinoma.