| Literature DB >> 26101916 |
Su-xia Han1, Xia Zhou2, Xin Sui1, Chen-chen He1, Meng-jiao Cai1, Jin-lu Ma1, Yuan-yuan Zhang1, Cong-ya Zhou1, Chen-xian Ma1, Armando Varela-Ramirez3, Qing Zhu1.
Abstract
PURPOSE: To identify whether Dickkopf-1 (DKK1) could be a potential biomarker for early detection and prognosis in patients with pancreatic cancer (PC).Entities:
Keywords: diagnosis; dickkopf-1 (DKK1); pancreatic cancer (PC); prognosis; serum biomarker
Mesh:
Substances:
Year: 2015 PMID: 26101916 PMCID: PMC4637329 DOI: 10.18632/oncotarget.4529
Source DB: PubMed Journal: Oncotarget ISSN: 1949-2553
Clinicopathological characteristics of recruited participants (n=232)
| Pancreatic Cancer | Control | ||||
|---|---|---|---|---|---|
| Healthy Control | Benign pancreatic tumor | Chronic Pancreatitis | |||
| Variable | (n=140) | (n=48) | (n=18) | (n=26) | |
| Age, year | |||||
| Mean±SD | 61.7±10.8 | 59.1±11.0 | 58.8±12.1 | 57.6±11.3 | > 0.05 |
| Range | 36-84 | 34-79 | 38-78 | 40-79 | |
| Sex, n(%) | |||||
| Male | 88 (62.9%) | 30 (62.5%) | 12 (66.7%) | 22 (84.6%) | > 0.05 |
| Female | 52 (27.1%) | 18 (37.5%) | 6 (33.3%) | 4 (15.4%) | |
| ALT, n(%) | |||||
| ≤ 40 | 61 (43.6%) | 46 (95.8%) | 16 (88.9%) | 20 (76.9%) | > 0.05 |
| >40 | 79 (56.4%) | 2 (4.2%) | 2 (11.1%) | 6 (23.1%) | |
| GTT, n(%) | |||||
| ≤ 40 | 65 (46.4%) | 45 (93.8%) | 15 (83.3%) | 20 (76.9%) | > 0.05 |
| >40 | 75 (55.6%) | 3 (6.2%) | 3 (16.7%) | 6 (23.1%) | |
| Tumor size, n(%) | |||||
| ≤2.0 cm | 11 (7.8%) | ||||
| 2.0-5.0 cm | 45 (32.1%) | ||||
| 5.0-8.0 cm | 25 (17.8%) | ||||
| >8.0 cm | 13 (9.3%) | ||||
| Missing | 46 (33.0%) | ||||
| TNM stage(AJCC) | |||||
| I | 16 (11.4%) | ||||
| II | 46 (32.9%) | ||||
| III | 27 (19.2%) | ||||
| IV | 51 (36.5%) | ||||
| Tumor Differentiation | |||||
| I/II | 55 (39.3%) | ||||
| III/IV | 33 (23.6%) | ||||
| Missing | 52 (37.1%) | ||||
ALT, alanine aminotransferase; GGT, gamma-glutamyl transpeptidase;
TNM, T, Tumor; N, Node ; M, Metastasis; AJCC, American Joint Committee on Cancer Staging;
Serum DKK1 and CA19-9 levels in 232 study participants
| Characteristics | DKK1(pg/ml) | CA19-9(U/ml) |
|---|---|---|
| Healthy Controls( | ||
| Mean±SD | 1182.52±351.12 | 14.03±15.85 |
| Median | 1201.46 | 7.02 |
| Range | 348.54-1974.24 | 1.23-54.60 |
| Benign pancreatic tumors( | ||
| Mean±SD | 1293.99±363.08 | 15.02±11.52 |
| Median | 1229.46 | 10.94 |
| Range | 625.42-2006.85 | 0.60-45.05 |
| Chronic pancreatitis( | ||
| Mean±SD | 1361.61±574.66 | 40.03±78.26 |
| Median | 1165.24 | 17.67 |
| Range | 719.00-3090.46 | 0.60-404.10 |
| Pancreatic cancer( | ||
| Mean±SD | 2445.09±1.01E3 | 947.65±1998.69 |
| Median | 2243.04 | 170.56 |
| Range | 1136.58-7653.98 | 0.87-10000.00 |
Note: DKK1, Dickkopf-1; CA19-9, Carbohydrate antigen
Figure 1Pre-operative serum concentrations of DKK1 and CA19-9
A. Serum DKK1 and B. serum CA19-9 levels in various pancreatic diseases. C. Serum DKK1 and D. Serum CA19-9 levels in various stage of pancreatic cancer. A logarithmic function (log10) was used for the CA19-9 (U/ml) Y-axis.
Serum DKK1 and CA19-9 levels in each stage of 140 pancreatic cancer patients
| AJCC stage | DKK1(pg/ml) | CA19-9(U/ml) |
|---|---|---|
| I A/B ( | ||
| Mean±SD | 2052.31±595.33 | 44.23±43.56 |
| Median | 1901.36 | 31.72 |
| Range | 1136.58-3945.65 | 1.89-151.60 |
| II A/B ( | ||
| Mean±SD | 2088.94±579.21 | 526.73±945.90 |
| Median | 2035.11 | 139.8 |
| Range | 1189.93-3248.10 | 0.87-3943.00 |
| III ( | ||
| Mean±SD | 2501.35±702.31 | 447.69±538.68 |
| Median | 2473.20 | 296.90 |
| Range | 1376.76-4075.04 | 22.10-2046.00 |
| IV ( | ||
| Mean±SD | 2859.76±1352.87 | 1875.40±2951.54 |
| Median | 2475.85 | 278.40 |
| Range | 1446.61-7653.98 | 0.97-10000.00 |
| Total( | ||
| Mean±SD | 2445.09±1.01E3 | 947.65±1998.69 |
| Median | 2243.04 | 170.56 |
| Range | 1136.58-7653.98 | 0.87-10000.00 |
AJCC, American Joint Committee on Cancer Staging; SD, Standard deviation
Results for measurement of serum DKK1, CA19-9, or both,* in the diagnosis of PC and early phase PC (N = 232)
| AUC | Sensitivity | Specificity | Accuracy | Youden's index | Positive | Positive | |
|---|---|---|---|---|---|---|---|
| PC | |||||||
| DKK1 | 0.919(0.884-0.954) | 89.29% | 79.35% | 85.34% | 0.68 | 4.31 | 0.13 |
| CA19-9 | 0.853(0.803-0.903) | 73.57% | 83.70% | 77.60% | 0.57 | 4.51 | 0.32 |
| DKK1+CA19-9 | 96.43% | 64.13% | 83.62% | 0.61 | 2.69 | 0.06 | |
| PC | |||||||
| DKK1 | 0.890(0.771-0.889) | 89.29% | 72.73% | 85.33% | 0.61 | 3.26 | 0.15 |
| CA19-9 | 0.830(0.832-0.948) | 73.57% | 81.81% | 75.54% | 0.54 | 4.04 | 0.32 |
| DKK1+CA19-9 | 99.29% | 56.18% | 89.13% | 0.55 | 2.27 | 0.01 | |
| Early-PC | |||||||
| DKK1 | 0.889(0.838-0.939) | 85.48% | 79.34% | 81.82% | 0.64 | 4.14 | 0.18 |
| CA19-9 | 0.814(0.737-0.891) | 64.52% | 83.70% | 75.97% | 0.48 | 3.96 | 0.42 |
| DKK1+CA19-9 | 98.39% | 64.13% | 77.92% | 0.62 | 2.74 | 0.04 | |
| Early-PC | |||||||
| DKK1 | 0.853(0.778-0.928) | 85.48% | 72.72% | 80.19% | 0.58 | 3.13 | 0.20 |
| CA19-9 | 0.783(0.695-0.870) | 64.51% | 81.81% | 71.70% | 0.46 | 3.55 | 0.43 |
| DKK1+CA19-9 | 98.39% | 56.81% | 81.13% | 0.55 | 2.28 | 0.03 | |
DKK1, dickkopf-1; CA19-9, Carbohydrate antigen; AUC, area under curve; LR, likelihood ratio; PC, Pancreatic cancer; HC, healthy controls; BPT, Benign pancreatic tumors; CP, chronic pancreatitis.
The diagnostic cutoff values of serum DKK1 and CA19-9 were 1560.02pg/ml and 39.3/ml, respectively.
Figure 2Diagnostic outcomes of pre-operative serological levels of DKK1 (red line) and CA19-9 (blue line) in the diagnosis of PC and early-PC
A. ROC curve for DKK1 and CA19-9 for patients with PC versus all controls; B. ROC curve for DKK1 and CA19-9 for patients with PC versus BPT and CP; C. ROC curve for DKK1 and CA19-9 for patients with early-PC versus all controls; D. ROC curve for DKK1 and CA19-9 for patients with early-PC versus BPT and CP.
Figure 3Scatter plot for pre-operative serum concentration of CA19-9 (X axis) and DKK1 (Y axis)
There was no correlation between the serological levels of DKK1 and CA19-9 (correlation coefficient, R² = 0.13).
Figure 4Serum concentrations of DKK1 after surgical resection of PC (N = 65)
Serum DKK1 levels in the PC patients before surgery and 3, 7 and 14 days after surgery. DKK1 values from healthy controls are also included.
Figure 5Kaplan-Meier analysis of overall survival of PC patients
Kaplan-Meier analysis of overall survival (cumulative survival) of PC patients (N = 60) with surgical resection relative to pre-operative serum DKK1 concentrations.
Figure 6Immunohistochemistry (IHC) stained tissues of DKK1 in pancreatic diseases Tissues
A. DKK1 expression in Well-differentiated ductal adenocarcinoma (stage II A) in a patient with serum DKK1 level of 2903.122pg/ml exhibited strong positive staining for DKK1 IHC; B. DKK1 expression in well-differentiated adenosquamous carcinoma (stage IIA) in a patient with serum DKK1 level of 3194.425pg/ml exhibited strong positive staining for DKK1 IHC; C. DKK1 expression in poor-differentiated ductal adenocarcinoma (stage IIB) in a patient with serum DKK1 level of 1613.621 pg/ml exhibited strong positive staining for DKK1 IHC; D. DKK1 expression in well-differentiated ductal adenocarcinoma (stage IIB) in a patient with serum DKK1 level of 1233.281pg/ml exhibited weak positive staining for DKK1 IHC; E. DKK1 expression in solid pseudo papillary tumor (SPT) in a patient with serum level of 1876.533 pg/ml DKK1 level exhibited weak positive staining for DKK1 IHC; F. DKK1 expression in chronic pancreatitis (CP) in a patient with normal serum DKK1 level exhibited no staining for DKK1 IHC. (Magnification x400).
The correlation between serum DKK1 level and DKK1 expression in the tissue specimens of the same PC patients
| DKK1 expression by IHC (N = 44) | |||
|---|---|---|---|
| strong positive | weak positive | negative | |
| High serum DKK1 | 18 | 2 | 2 |
| Low serum DKK1 | 2 | 4 | 16 |