| Literature DB >> 25871387 |
Jun Li1, Zhang-Jun Cheng2, Yang Liu1, Zhen-Lin Yan1, Kui Wang1, Dong Wu1, Xu-Ying Wan3, Yong Xia1, Wan Yee Lau1,4, Meng-Chao Wu1, Feng Shen1.
Abstract
Here we found that serum levels of thioredoxin were increased in patients with hepatocellular carcinoma (HCC). The optimum diagnostic cutoff for thioredoxin was 20.5 ng/mL (area under curve [AUC] 0.946 [95% CI 0.923-0.969] in the training cohort; 0.941 [0.918-0.963] in the validation cohort). High serum concentrations of thioredoxin differentiated HCC from chronic liver diseases and cirrhosis (0.901 [0.875-0.923] in the training cohort; 0.906 [0.870-0.925] in the validation cohort). Furthermore, a higher proportion of patients with very early HCC had positive results for thioredoxin than for alpha-Fetoprotein (AFP) (73.7% VS.31.6%; P < 0.0001). Among AFP-negative patients with very early HCC, 18 (69.2%) of 26 had positive thioredoxin results. Our results indicate that serum thioredoxin complements measurement of AFP in the diagnosis of HCC, especially in very early disease. Combined model (thioredoxin and AFP) showed a significantly greater discriminatory ability as compared with those markers alone.Entities:
Keywords: biomarker; chinese; diagnosis; hepatocellular carcinoma; thioredoxin
Mesh:
Substances:
Year: 2015 PMID: 25871387 PMCID: PMC4496238 DOI: 10.18632/oncotarget.3314
Source DB: PubMed Journal: Oncotarget ISSN: 1949-2553
Baseline characteristics of the HCC and control cases in training cohort
| HCC | LC | CLD | Normal cases | |
|---|---|---|---|---|
| No. | 180 | 120 | 120 | 100 |
| Age (IQR, years) | 56 (45–64) | 56 (44–64) | 55 (45–63) | 56 (45–64) |
| Males (%) | 52.8 | 53.3 | 53.3 | 53.0 |
| Infection time(IQR, years) | 30 (22–39) | 28 (19–32) | 25 (18–31) | - |
| Etiology (N) | ||||
| HBV | 150 | 95 | 96 | - |
| HCV | 33 | 27 | 25 | - |
| Combination(HBV + HCV) | 5 | 3 | 2 | - |
| Alcohol | 2 | 1 | 1 | - |
| HBV copies > 103 (N) | 134 | 45 | 32 | - |
| Tumor size (IQR, cm) | 6.2 (2.5–19.5) | - | - | - |
| Presence of PVT (%) | 55 (30.6) | - | - | - |
| Presence of metastasis (%) | 33 (18.3) | - | - | - |
| Child-Pugh (N) | ||||
| Class A | 100 | 78 | - | - |
| Class B | 60 | 32 | - | - |
| Class C | 20 | 10 | - | - |
| Grading(N) | ||||
| G1 | 113 | - | - | - |
| G2/3 | 67 | - | - | - |
| Tumour stage | ||||
| I | 40 | - | - | - |
| II | 70 | - | - | - |
| III | 62 | - | - | - |
| IV | 8 | - | - | - |
| No. of nodules(N) | ||||
| 1 | 115 | - | - | - |
| > 1 | 65 | - | - | - |
| Nodule size(N) | ||||
| ≤ 2 cm | 38 | - | - | - |
| > 2 cm | 142 | - | - | - |
| Laboratory findings(IQR) | ||||
| Platelet counts (×103/mm3) | 152 (124–189) | 163 (133–199) | 165 (132–205) | 194 (167–245) |
| ALT (U/L) | 115 (25–282) | 136 (35–302) | 127 (32–300) | 27 (19–32) |
| AST(U/L) | 120 (36–316) | 147 (42–330) | 155 (50–387) | 29 (20–33) |
| Total bilirubin (mg/dL) | 0.92 (0.78–1.42) | 1.02 (0.89–1.55) | 1.23 (1.01–1.67) | 0.55 (0.32–0.87) |
| Albumin (g/L) | 35.2 (32.8–40.4) | 36.1 (33.2–41.4) | 37.0 (35.2–43.4) | 43.2 (39.4–47.6) |
| Prothrombin time (%) | 14.6 (11.2–18.5) | 14.2 (10.8–18.2) | 13.5 (10.2–18.0) | 12.2 (11.5–13.4) |
| HS-CRP (mg/dl) | 0.99 (0.45–1.77) | 0.66 (0.35–0.89) | 0.59 (0.37–0.85) | 0.28 (0.11–0.35) |
| AFP (ng/ml) | 142 (18–548) | 15.4 (8.7–30.2) | 13.6 (6.8–24.4) | 6.6 (4.0–9.2) |
| TRX (ng/ml) | 45.1 (28.2–56.0) | 9.0 (6.1–11.9) | 8.1 (5.0–10.2) | 7.5 (6.0–9.2) |
Tumor was staged accordingly to the American Liver Tumour Study Group modified TNM staging classification.
p value < 0.05, compare with HCC group. HBV, hepatitis B virus; HCV, hepatitis C virus; ALT, alanine aminotransferase; PVT, portal vein thrombosis; AFP, α-fetoprotein; CLD, chronic liver diseases; HCC, Hepatocellular carcinoma; LC, liver cirrhosis; Hs-CRP, High-sensitivity- C-reactive protein; TRX, thioredoxin.
Figure 1Box plot for serum TRX values in the studied groups
(a) Box plot for serum TRX values in the training cohort and controls; (b) Box plot for serum TRX values in the validation cohort and controls. The box indicates the 25th and 75th percentile of the data, and the middle line, the median. A line extends from the minimum to the maximum value, excluding outliers that are displayed as separate points. CLD = chronic liver diseases; LC = liver cirrhosis; HCC = hepatocellular carcinoma; TRX = thioredoxin.
Univariate and Multivariate logistic regression analysis for risk of HCC
| Parameter | Univariate Analysis | Multivariate Analysis | ||||
|---|---|---|---|---|---|---|
| OR | 95% CI | OR | 95% CI | |||
| Training cohort | ||||||
| Predictor: HCC VS LC and CLD | ||||||
| Age | 1.25 | 1.08–1.77 | 0.003 | 1.20 | 1.04–1.64 | 0.004 |
| Sex | 1.08 | 0.87–1.45 | 0.132 | - | ||
| Hs-CRP | 1.17 | 1.08–1.27 | 0.009 | 1.11 | 1.01–1.13 | 0.012 |
| Family history | 13.12 | 3.12–97.34 | < 0.001 | 10.14 | 2.11–89.45 | 0.003 |
| HBV copies > 103 | 6.32 | 2.44–18.34 | < 0.001 | 5.55 | 2.01–15.02 | < 0.001 |
| AFP > 20 ng/ml | 4.76 | 2.01–11.32 | < 0.001 | 4.45 | 1.84–10.18 | < 0.001 |
| ALT > 40 U/L | 2.11 | 1.35–3.65 | 0.009 | 1.91 | 1.24–3.19 | 0.011 |
| Albumin < 4.0 g/dL | 1.78 | 1.09–2.04 | 0.022 | 1.45 | 1.03–2.03 | 0.231 |
| TRX | 1.45 | 1.22–1.91 | < 0.001 | 1.25 | 1.16–1.35 | < 0.001 |
| TRX(>20.5 ng/mL) | 13.22 | 2.99–87.32 | < 0.001 | 7.03 | 2.04–15.87 | < 0.001 |
| Predictor: HCC VS LC, CLD and normal | ||||||
| Age | 1.28 | 1.06–1.59 | < 0.001 | 1.24 | 1.05–1.54 | 0.001 |
| Sex | 1.14 | 0.98–2.08 | 0.432 | - | ||
| Hs-CRP | 1.19 | 1.08–1.45 | < 0.001 | 1.15 | 1.04–1.56 | 0.009 |
| Family history | 13.65 | 3.31–99.87 | < 0.001 | 11.34 | 1.95–93.87 | < 0.001 |
| HBV copies > 103 | 4.98 | 2.04–12.43 | < 0.001 | 4.88 | 1.99–11.78 | < 0.001 |
| AFP > 20 ng/ml | 5.99 | 2.04–15.32 | < 0.001 | 5.15 | 1.77–14.15 | < 0.001 |
| ALT > 40 U/L | 2.43 | 1.65–3.65 | 0.001 | 2.22 | 1.41–3.48 | 0.003 |
| Albumin < 4.0 g/dL | 1.98 | 1.17–2.43 | 0.015 | 1.76 | 1.02–3.01 | 0.076 |
| TRX | 1.56 | 1.25–1.99 | < 0.001 | 1.33 | 1.25–1.99 | < 0.001 |
| TRX(>20.5 ng/mL) | 14.43 | 2.76–93.21 | < 0.001 | 8.12 | 1.98–18.32 | < 0.001 |
| Validation cohort | ||||||
| Predictor: HCC VS LC and CLD | ||||||
| Age | 1.24 | 1.08–1.66 | 0.001 | 1.18 | 1.03–1.50 | 0.005 |
| Sex | 1.12 | 0.85–1.48 | 0.176 | |||
| Hs-CRP | 1.19 | 1.09–1.26 | 0.008 | 1.08 | 1.02–1.24 | 0.021 |
| Family history | 12.76 | 3.04–95.32 | < 0.001 | 11.67 | 1.89–94.23 | 0.002 |
| HBV copies > 103 | 6.38 | 2.40–18.28 | < 0.001 | 5.77 | 1.89–17.12 | < 0.001 |
| AFP > 20 ng/ml | 4.54 | 2.03–11.43 | < 0.001 | 4.34 | 1.78–10.21 | < 0.001 |
| ALT > 40 U/L | 2.05 | 1.32–3.60 | 0.008 | 1.87 | 1.25–3.02 | 0.018 |
| Albumin < 4.0 g/dL | 1.72 | 1.07–2.11 | 0.021 | 1.45 | 0.98–2.09 | 0.062 |
| TRX | 1.45 | 1.22–1.91 | < 0.001 | 1.24 | 1.21–1.54 | < 0.001 |
| TRX(>20.5 ng/mL) | 13.22 | 2.99–87.32 | < 0.001 | 7.22 | 2.09–15.09 | < 0.001 |
| Predictor: HCC VS LC, CLD and normal | ||||||
| Age | 1.29 | 1.06–1.65 | < 0.001 | 1.22 | 1.11–1.35 | < 0.001 |
| Sex | 1.17 | 0.95–2.11 | 0.409 | |||
| Hs-CRP | 1.17 | 1.07–1.36 | < 0.001 | 1.13 | 1.04–1.53 | 0.008 |
| Family history | 12.09 | 3.11–94.23 | < 0.001 | 10.99 | 1.98–89.04 | < 0.001 |
| HBV copies > 103 | 5.05 | 2.07–12.65 | < 0.001 | 4.75 | 2.03–10.86 | < 0.001 |
| AFP > 20 ng/ml | 6.04 | 2.11–14.98 | < 0.001 | 5.09 | 1.82–13.89 | < 0.001 |
| ALT > 40 U/L | 2.56 | 1.67–3.54 | < 0.001 | 2.18 | 1.37–3.14 | 0.003 |
| Albumin < 4.0 g/dL | 2.03 | 1.22–3.19 | 0.032 | 1.54 | 1.06–2.87 | 0.076 |
| TRX | 1.57 | 1.23–2.02 | < 0.001 | 1.36 | 1.21–1.86 | < 0.001 |
| TRX(>20.5 ng/mL) | 15.04 | 2.06–88.76 | < 0.001 | 8.09 | 1.93–17.65 | < 0.001 |
Note that the odds ratio corresponds to a unit increase in the explanatory variable.
OR, odds ratio; CI, confidence interval; HCC, Hepatocellular carcinoma; CLD, chronic liver diseases; LC, liver cirrhosis; Hs-CRP, High-sensitivity- C-reactive protein; HBV, hepatitis B virus; ALT, alanine aminotransferase; AFP, α-fetoprotein; TRX, thioredoxin.
Results for measurement of serum THIOREDOXIN, AFP, or both,* in the diagnosis of HCC
| Training cohort | Validation cohort | |||||||
|---|---|---|---|---|---|---|---|---|
| AUC | 95% CI | sensitivity | specificity | AUC | 95% | sensitivity | specificity | |
| HCC | ||||||||
| TRX | 0.946 | 0.923–0.969 | 84.3% | 91.8% | 0.941 | 0.918–0.963 | 84.1% | 91.6% |
| AFP | 0.878 | 0.841–0.914 | 78.4% | 81.3% | 0.880 | 0.848–0.912 | 78.6% | 81.6% |
| Combined (TRX + ALP) | 0.982 | 0.970–0.994 | 88.7% | 92.2% | 0.978 | 0.967–0.990 | 88.7% | 92.7% |
| HCC | ||||||||
| TRX | 0.901 | 0.875–0.923 | 78.2% | 87.5% | 0.906 | 0.870–0.925 | 78.7% | 87.8% |
| AFP | 0.842 | 0.821–0.889 | 74.2% | 79.2% | 0.840 | 0.820–0.884 | 74.0% | 79.1% |
| Combined (TRX + ALP) | 0.942 | 0.922–0.967 | 86.4% | 89.1% | 0.941 | 0.921–0.967 | 86.6% | 89.4% |
| Very early HCC | ||||||||
| TRX | 0.854 | 0.825–0.925 | 74.9% | 86.7% | 0.901 | 0.854–0.948 | 75.2% | 88.9% |
| AFP | 0.720 | 0.646–0.794 | 68.6% | 75.2% | 0.769 | 0.687–0.856 | 70.1% | 79.4% |
| Combined (TRX + ALP) | 0.889 | 0.866–0.913 | 81.3% | 93.4% | 0.917 | 0.856–0.956 | 83.1% | 94.0% |
| Very early HCC | ||||||||
| TRX | 0.844 | 0.812–0.903 | 74.5% | 79.6% | 0.847 | 0.823–0.886 | 74.8% | 80.1% |
| AFP | 0.729 | 0.684–0.838 | 70.1% | 69.8% | 0.727 | 0.681–0.840 | 71.2% | 77.5% |
| Combined (TRX + ALP) | 0.875 | 0.842–0.920 | 81.6% | 87.4% | 0.870 | 0.839–0.915 | 80.5% | 86.9% |
The diagnostic cutoff values of serum THIOREDOXIN and AFP were 20.5 ng/mL and 20 ng/mL, respectively.
AUC: area under curve; CI, confidence interval; HCC, Hepatocellular carcinoma; CLD, chronic liver diseases; LC, liver cirrhosis; AFP, α-fetoprotein; TRX, thioredoxin.
Figure 2Diagnostic performance of serum TRX and AFP as diagnostic markers for HCC and very early HCC evaluated by the ROC curve
(a) ROC curve for TRX, AFP, or both for all patients with HCC versus all controls in the training cohort. (b) ROC curve for TRX, AFP, or both for all patients with HCC versus all controls in the validation cohort. (c) ROC curve for TRX, AFP, or both for patients with very early HCC versus all controls in the training cohort. (d) ROC curve for TRX, AFP, or both for patients with very early HCC versus all controls in the validation cohort. ROC = receiver operating characteristics. CLD = chronic liver diseases. LC = liver cirrhosis. HCC = hepatocellular carcinoma; TRX = thioredoxin.