1. Background
2. Objectives
3. Methods
3.1. General Data
3.2. Sample Collection
3.3. Detection of Programmed Death-1 Expression by Western Blotting
3.4. Detection of the CC Chemokine Ligand 20 Level by Immunoturbidimetry
3.5. Detection of Treg/T Helper 17 Cytokine Levels by Enzyme-Linked Immunosorbent Assay
3.6. Statistical Analysis
4. Results
4.1. General Data of Subjects
| Clinical Information | Control Group (n = 50) | CHB Group (n = 50) | HBV-ACLF Group (n = 50) | F/x2 | P Value |
|---|---|---|---|---|---|
| Gender (male/female) | 27/23 | 29/21 | 26/24 | 0.381 | 0.532 |
| Age (y) | 55.39 ± 12.23 | 56.77 ± 14.16 | 57.18 ± 12.37 | 0.836 | 0.375 |
| BMI (kg/m2) | 23.16 ± 3.15 | 22.29 ± 2.68 | 22.50 ± 3.82 | 1.365 | 0.162 |
| PTA (%) | 98.51 ± 12.55 | 87.11 ± 10.21 | 32.16 ± 4.23 | 42.561 | 0.001 |
| ALT (U/L) | 20.33 ± 3.12 | 208.67 ± 31.56 | 521.62 ± 67.26 | 36.228 | 0.001 |
| Alb (g/L) | 45.29 ± 5.34 | 38.77 ± 4.07 | 29.01 ± 3.36 | 25.362 | 0.001 |
| TBil (µmol/L) | 11.95 ± 2.35 | 33.59 ± 4.15 | 374.29 ± 45.62 | 68.394 | 0.001 |
Abbreviations: Alb, albumin; ALT, alanine aminotransferase; BMI, body mass index; CHB, chronic hepatitis B; HBV-ACLF, hepatitis B virus-related acute-on-chronic liver failure; PTA, prothrombin activity; TBil, total bilirubin.
4.2. Expression Levels of Programmed Death-1 and CC Chemokine Ligand 20
| Group | Case (n) | PD-1 | CCL20 (pg/mL) |
|---|---|---|---|
| Control | 50 | 1.02 ± 0.13 | 32.67 ± 4.21 |
| CHB | 50 | 1.26 ± 0.19 | 168.35 ± 22.67 |
| HBV-ACLF | 50 | 1.63 ± 0.25 | 372.60 ± 42.15 |
| F | 18.752 | 36.137 | |
| P value | 0.001 | 0.001 |
Abbreviations: CCL20, CC chemokine ligand 20; CHB, chronic hepatitis B; HBV-ACLF, hepatitis B virus-related acute-on-chronic liver failure; PD-1, programmed death-1.
a The data are presented as mean ± SD.
4.3. Associations of Programmed Death-1 and CC Chemokine Ligand 20 with Clinical Characteristics of Hepatitis B Virus-Related Acute-on-Chronic Liver Failure Patients
| Clinical Characteristic | Case (n) | PD-1 | CCL20 (pg/mL) | PTA (%) | ALT (U/L) | ALB (g/L) | TBil (µmol/L) |
|---|---|---|---|---|---|---|---|
| Severity | |||||||
| Mild | 16 | 1.33 ± 0.21 | 301.54 ± 30.56 | 42.56 ± 4.12 | 467.57 ± 48.24 | 34.35 ± 4.87 | 339.54 ± 38.67 |
| Moderate | 21 | 1.59 ± 0.23 | 365.17 ± 35.67 | 33.26 ± 3.22 | 506.32 ± 40.21 | 23.61 ± 4.12 | 427.20 ± 40.63 |
| Severe | 13 | 1.91 ± 0.34 | 419.32 ± 42.55 | 25.69 ± 3.71 | 597.20 ± 45.28 | 14.62 ± 3.56 | 515.68 ± 41.22 |
| F | 9.135 | 13.265 | 15.630 | 6.648 | 16.460 | 14.41 | |
| P value | 0.001 | 0.001 | 0.004 | 0.030 | 0.004 | 0.005 | |
| Prognosis | |||||||
| Good | 27 | 1.46 ± 0.23 | 321.39 ± 31.08 | 41.25 ± 5.03 | 503.65 ± 27.02 | 35.62 ± 5.64 | 368.25 ± 34.25 |
| Poor | 23 | 1.89 ± 0.29 | 412.57 ± 40.55 | 25.63 ± 4.62 | 587.03 ± 40.12 | 20.17 ± 2.38 | 461.25 ± 37.20 |
| t | 8.122 | 21.526 | 3.961 | 2.986 | 4.371 | 3.186 | |
| P value | 0.001 | 0.001 | 0.017 | 0.04 | 0.012 | 0.033 |
Abbreviations: CCL20, CC chemokine ligand 20; PD-1, programmed death-1.
a The data are presented as mean ± SD.
4.4. Treg/T Helper 17 Cytokine Levels
| Group | Case (n) | TGF-β | IL-10 | IL-23 | TNF-α |
|---|---|---|---|---|---|
| Control | 50 | 54.62 ± 6.33 | 17.55 ± 2.14 | 3.22 ± 0.61 | 2.26 ± 0.42 |
| CHB | 50 | 81.51 ± 9.52 | 32.63 ± 4.51 | 4.95 ± 0.92 | 2.91 ± 0.46 |
| HBV-ACLF | 50 | 103.67 ± 12.37 | 51.72 ± 6.35 | 8.06 ± 1.21 | 3.95 ± 0.60 |
| F | 31.697 | 45.339 | 33.652 | 21.527 | |
| P value | 0.001 | 0.001 | 0.001 | 0.001 |
Abbreviations: CHB, chronic hepatitis B; HBV-ACLF, hepatitis B virus-related acute-on-chronic liver failure; IL-10, interleukin-10; TGF-β, transforming growth factor-β; TNF-α, tumor necrosis factor α.
a The data are presented as mean ± SD.
4.5. Correlations of Programmed Death-1 and CC Chemokine Ligand 20 with Treg/T Helper 17 Cytokines in Hepatitis B Virus-Related Acute-on-Chronic Liver Failure Patients
4.6. Predictive Values of Programmed Death-1, CC Chemokine Ligand 20, and Treg/T Helper 17 Cytokines for Prognosis of Hepatitis B Virus-Related Acute-on-Chronic Liver Failure Patients
| Index | AUC | 95% CI | P Value | Sensitivity (%) | Specificity (%) | Cut-off Value | Youden Index |
|---|---|---|---|---|---|---|---|
| PD-1 | 0.684 | 0.549 - 0.818 | 0.014 | 66.58 | 83.66 | 1.61 | 0.502 |
| CCL20 (pg/mL) | 0.679 | 0.544 - 0.815 | 0.017 | 67.23 | 82.52 | 365.3 | 0.498 |
| Treg/Th17 | 0.686 | 0.550 - 0.821 | 0.014 | 68.02 | 81.70 | - | 0.497 |
| Combined detection | 0.759 | 0.640 - 0.879 | 0.001 | 85.11 | 71.33 | - | 0.564 |
Abbreviations: CCL20, CC chemokine ligand 20; PD-1, programmed death-1; Th17, T helper 17..
Receiver operating characteristic curves of predictive values of programmed death-1, CC chemokine ligand 20, and Treg/T helper 17 cytokines for prognosis of hepatitis B virus-related acute-on-chronic liver failure patients. CCL20, CC chemokine ligand 20; HBV-ACLF, hepatitis B virus-related acute-on-chronic liver failure; PD-1, programmed death-1; ROC, receiver operating characteristic; Th17, T helper 17.



