| Literature DB >> 27795830 |
Jing Huang1, Jianzhou Liu1, Kevin Chen-Xiao2, Xuemei Zhang2, W N Paul Lee2, Vay Liang W Go2, Gary Guishan Xiao3.
Abstract
Pancreatic cancer is characterized as a disease with low survival and high mortality because of no effective diagnostic and therapeutic strategies available in clinic. Conventional clinical diagnostic methods including serum markers and radiological imaging (CT, MRI, EUS, etc.) often fail to detect precancerous or early stage lesions. Development of effective biomarkers is unmet for reduction of mortality of pancreatic cancer. MicroRNAs (miRNAs) are a group of small non-protein-coding RNAs playing roles in regulation of cell physiology including tumorigenesis, apoptotic escape, proliferation, invasion, epithelial-mesenchymal transition (EMT), metastasis and chemoresistance. Various altered signaling pathways involving in molecular pathogenesis of pancreatic cancer are mediated by miRNAs as a role of either oncogenes or tumor suppressors. Among biomarkers developed including protein, metabolites, DNA, RNA, epigenetic mutation, miRNAs are superior because of its unique chemical property. Recent study suggests that miRNAs may be promising biomarkers used for early detection of pancreatic cancer. This review will update the progression made in early detection of pancreatic cancer.Entities:
Keywords: Biomarker; Cancer stem cells; Early detection; Pancreatic cancer; Signal transduction; microRNAs
Year: 2016 PMID: 27795830 PMCID: PMC5075408 DOI: 10.1186/s40364-016-0074-3
Source DB: PubMed Journal: Biomark Res ISSN: 2050-7771
Assay parameters of imaging modalities and classical biomarkers used in detection of pancreatic cancer
| Item | AUC | Sensitivity (%) | Specificity (%) | PPV (%) | NPV (%) | Accuracy (%) | Reference |
|---|---|---|---|---|---|---|---|
| CT | 0.832 | 92 | - | 80 | 67 | - | [ |
| MRI | 0.92 | 100 | - | 90 | 100 | - | [ |
| EUS-FNA | - | 82.1 | 100 | 100 | 79.2 | 89.4 | [ |
| MRCP | - | - | - | 85 | - | 80 | [ |
| ERCP | - | - | - | 88 | - | 85 | [ |
| MRI+ERCP | - | - | - | 91 | - | 88 | [ |
| 18F-FDGPE/CT | 0.759 | 67.50 | 72.73 | 94.74 | 23.53 | 68.13 | [ |
| CA19-9 | 0.857 | 75.00 | 81.82 | 96.77 | 31.03 | 75.82 | [ |
| 18F-FDGPE/CT + CA19-9 | 0.940 | 96.25 | 63.64 | 95.06 | 70.00 | 92.31 | [ |
| CA125 | 0.810 | 78.68 | 71.05 | 79.63 | 51.92 | - | [ |
| CEA | 0.670 | 63.24 | 63.16 | 75.44 | 48.98 | - | |
| CA50 | 0.630 | 52.21 | 78.95 | 81.61 | 48.00 | - | |
| CA724 | 0.670 | 65.44 | 68.42 | 78.76 | 52.53 | - | |
| CA242 | 0.640 | 64.71 | 60.53 | 74.58 | 48.94 | - | |
| AFP | 0.490 | 43.38 | 61.84 | 67.05 | 37.90 | - |
The assay parameters are for diagnosis of differentiation between adenocarcinoma and nonadenocarcinoma. Small liver metastases (0.5 – 1 cm in diameter) were missed on CT and MRI. Adequate specimens were obtained by EUS-FNAB from 47 of the 50 pancreatic lesions (94.0 %). CA125, CEA, CA50, CA50, CA724, CA242 and AFP are for patients with unresectable pancreatic cancer misjudged as resectable tumor by CT scan. AUC area under the curve, NPV negative predictive value, PPV positive predictive value, − No data was available in these instances
Fig. 1Potential miRNA biomarkers and their associated targeting pathways in pancreatic cancer. ↑ up-regulation ↓ down-regulation
The AUC, sensitivity and specificity of miRNA-based biomarkers for detection of pancreatic cancer
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| PCa | PCa | PCa | PCa | PCa | PCa | |||
| miR-20a, 21, 24, 25, 99a, 185, 191 | Serum | 0.992 | 89 | 100 | [ | |||
| miR-10b, 155, 106b, 30c, 212 | Plasma | >0.90 | 95 | 100 | [ | |||
| Bile | 96 | 100 | ||||||
| miR-21, 210, 155, 196a | Plasma | 0.82 | 64 | 89 | [ | |||
| CA19-9 | Serum | 0.903 | 0.897 | 81.2 | 81.2 | 100.0 | 89.0 | [ |
| miR-16, 196a, | Plasma | 0.895 | 0.790 | 87.0 | 75.4 | 73.5 | 66.4 | |
| miR-16+miR-196a+CA19-9 | - | 0.979 | 0.956 | 92.0 | 88.4 | 95.6 | 96.3 | |
| PaCIC marker | Serum | - | 0.96 | 0.86 | [ | |||
| miR-1246, 4644, 3976, 4306 | Serum | - | 0.81 | 0.94 | ||||
| PaCIC marker + miR-1246, 4644, 3976, 4306 | Serum | - | 1.00 | 0.80 | ||||
Serum miR-20a, 21, 24, 25, 99a, 185 and 191 were derived from 197 PCa cases and 158 age- and sex-matched cancer-free controls. MiR-10b, 155, 106b, 30c and 212 were derived from patients (n = 215) with treatment-naive PDAC (n = 77), CP with bile/pancreatic duct pathology (n = 67), and controls (n = 71). The plasma levels of miR-21, 210, 155, 196a were interrogated in 49 PCa and 36 normal healthy individuals. Plasma miR-16, 196a and CA19-9 were extracted from 140 PCa patients, 111 CP patients and 68 normal controls. PaCIC marker and miR-1246, 4644, 3976, 4306 were collected from 20 healthy donors, 131 PCa, 25 CP, 22 benign pancreatic tumors, 12 nonPCa. PCa pancreatic cancer, CP chronic pancreatitis, AUC area under the curve, − No data was available in the instances