| Literature DB >> 34188546 |
Rong Fu1, Chuan-Qing Jing1, Xiu-Rong Li2, Zhao-Feng Tan2, Hui-Jie Li2.
Abstract
BACKGROUND: There are no useful biomarkers for the clinical outcome of advanced esophageal squamous cell carcinoma (ESCC). In this study, we aimed to investigate the prognostic value of soluble PD-L1 (sPD-L1) in serum of patients with locally advanced or metastatic ESCC who received cytotoxic chemotherapy as first-line treatment.Entities:
Keywords: PD-L1; chemotherapy; clinical outcome; esophageal squamous cell carcinoma; prognosis; soluble PD-L1
Year: 2021 PMID: 34188546 PMCID: PMC8232859 DOI: 10.2147/CMAR.S312690
Source DB: PubMed Journal: Cancer Manag Res ISSN: 1179-1322 Impact factor: 3.989
Figure 1Flowchart: Selection of the study population.
Figure 2sPD-L1 concentration in healthy controls and ESCC patients. (A) sPD-L1 concentration was highly elevated in ESCC patients (U-test, p<0.001). (B) ROC analysis of sPD-L1 and other hematologic markers between ESCC patients and healthy controls.
Clinicopathological and Treatment Characteristics of ESCC Patients, Grouped Based on Serum sPD-L1 Level (Low vs High)
| Factors | Total | Low sPD-L1 Group | High sPD-L1 Group | p | |||
|---|---|---|---|---|---|---|---|
| N = 190 | (%) | N = 57 | (30%) | N = 133 | (70%) | ||
| Age | 0.296 | ||||||
| <68 * | 91 | 47.9 | 24 | 42.1 | 67 | 50.4 | |
| ≥68 | 99 | 52.1 | 33 | 58.9 | 66 | 49.6 | |
| Gender | <0.001 | ||||||
| Male | 87 | 45.8 | 48 | 84.2 | 39 | 29.3 | |
| Female | 103 | 54.2 | 9 | 15.8 | 94 | 70.7 | |
| BMI (Kg/m2) | 0.970 | ||||||
| <25 | 147 | 77.4 | 44 | 77.2 | 103 | 77.4 | |
| ≥25 | 43 | 22.6 | 13 | 22.8 | 30 | 22.6 | |
| Tumor location | 0.454 | ||||||
| Upper | 27 | 14.2 | 5 | 8.8 | 22 | 16.5 | |
| Middle | 83 | 43.7 | 27 | 47.4 | 56 | 42.1 | |
| Lower | 63 | 33.2 | 21 | 36.8 | 42 | 31.6 | |
| Overlapping | 17 | 8.9 | 4 | 7.0 | 13 | 9.8 | |
| ECOG PS | 0.823 | ||||||
| 0–1 | 81 | 42.6 | 25 | 43.7 | 56 | 42.1 | |
| ≥2 | 109 | 57.4 | 32 | 56.1 | 77 | 57.9 | |
| Grade | 0.093 | ||||||
| Well | 6 | 3.2 | 0 | 0 | 6 | 4.5 | |
| Moderately | 92 | 48.4 | 33 | 57.9 | 59 | 44.4 | |
| Poorly | 92 | 48.4 | 24 | 42.1 | 68 | 51.3 | |
| T classification | 0.168 | ||||||
| T2 | 35 | 18.4 | 11 | 19.3 | 24 | 18.0 | |
| T3 | 90 | 47.4 | 32 | 56.1 | 58 | 43.6 | |
| T4 | 65 | 34.2 | 14 | 24.6 | 51 | 38.4 | |
| LN metastasis | 0.457 | ||||||
| Absent | 34 | 17.9 | 12 | 21.0 | 22 | 16.5 | |
| Present | 156 | 82.1 | 45 | 79.0 | 111 | 83.5 | |
| Distant metastasis | 0.336 | ||||||
| Absent (III) | 110 | 57.9 | 36 | 63.2 | 74 | 55.6 | |
| Present (III) | 80 | 42.1 | 21 | 36.8 | 59 | 44.4 | |
| Radiotherapy | 0.747 | ||||||
| Absent | 154 | 81.1 | 47 | 82.5 | 107 | 80.5 | |
| Present | 36 | 18.9 | 10 | 17.5 | 26 | 19.5 | |
| Sub-therapy | 0.061 | ||||||
| Absent | 76 | 40.0 | 17 | 29.8 | 59 | 44.4 | |
| Present | 114 | 60.0 | 40 | 70.2 | 74 | 55.6 | |
| NLR | 0.536 | ||||||
| < 6.60 | 73 | 38.4 | 20 | 35.1 | 53 | 39.8 | |
| ≥6.60 | 117 | 61.6 | 37 | 64.9 | 80 | 60.2 | |
| PLR | 0.758 | ||||||
| < 145 | 29 | 15.3 | 8 | 14.0 | 21 | 15.8 | |
| ≥145 | 161 | 84.7 | 49 | 86.0 | 112 | 84.2 | |
| CRP (mg/L) | 0.089 | ||||||
| < 5.21 | 60 | 31.6 | 23 | 40.3 | 37 | 27.8 | |
| ≥5.21 | 130 | 68.4 | 34 | 59.7 | 96 | 72.2 | |
| ALB (g/L) | 0.776 | ||||||
| < 40.0 | 97 | 51.1 | 30 | 52.6 | 67 | 50.4 | |
| ≥40.0 | 93 | 48.9 | 27 | 47.4 | 66 | 49.6 | |
| GLB (g/L) | 0.003 | ||||||
| < 25.7 | 111 | 58.4 | 24 | 42.1 | 87 | 65.4 | |
| ≥25.7 | 79 | 41.6 | 33 | 57.9 | 46 | 34.6 | |
| LDH (U/L) | 0.203 | ||||||
| < 212 | 126 | 66.3 | 34 | 59.6 | 92 | 69.2 | |
| ≥212 | 64 | 33.7 | 23 | 40.4 | 41 | 30.8 | |
Note: *The median age at diagnosis is 68 years for ESCC patients in this study.
Abbreviations: ESCC, esophageal squamous cell carcinoma; BMI, body mass index; ECOG PS, Eastern Cooperative Oncology Group performance score; LN metastasis, lymph node metastasis; Sub-therapy, subsequent second-line chemotherapy; NLR, Neutrophil lymphocyte ratio; PLR, platelet lymphocyte ratio; CRP, C-reactive protein; ALB, albumin; GLB, globulin; LDH, lactate dehydrogenase.
Figure 3(A) sPD-L1 concentration was not significantly different between healthy male controls and male ESCC patients (U-test, p=0.448), but it was significantly elevated in the ESCC female patients compared with healthy female controls (U-test, p < 0.001). (B and C) sPD-L1 showed a powerful discrimination ability between ESCC patients and healthy controls in the female cohort (AUC=0.758) than in the male cohort (AUC=0.554).
Figure 4Immunohistochemical staining of PD-L1 in ESCC. (A) Score 1: weak; (B) Score 2: relatively weak; (C) Score 3: relatively strong, and (D) Score 4: strong. Scale bar: 100 μm.
Figure 5Correlation between tissue PD-L1 expression and serum sPD-L1 levels (U-test, p=0.246).
Correlation Between Tissue PD-L1 Expression and sPD-L1 Levels
| n | sPD-L1 Levels Mean ± SD | p value | |
|---|---|---|---|
| PD-L1 expression | 0.246 | ||
| Low | 86 | 0.87±0.58 | |
| High | 104 | 0.88±0.54 |
Figure 6Survival analysis according to sPD-L1 and PD-L1. (A) Correlation between sPD-L1 level and OS. Each dot represents one ESCC patient (r2=0.477, p<0.001). (B) Mean OS did not differ significantly between different tissue PD-L1 staining levels (p=0.083). (C) Subgroup analysis of OS according to serum sPD-L1 concentration (p<0.001). (D) Subgroup analysis of OS according to tissue PD-L1 expression level (p=0.311).
Prognostic Factors for Overall-Survival
| Factors | Univariate Analysis | Multivariate Analysis (Non-Adjusted) | Multivariate Analysis (Adjusted***) | ||||||
|---|---|---|---|---|---|---|---|---|---|
| HR | 95% CI | p* | HR | 95% CI | p** | HR | 95% CI | p** | |
| Age (years) | |||||||||
| <68 | |||||||||
| ≥68 | 1.02 | 0.64–1.63 | 0.932 | ||||||
| Gender | |||||||||
| Male | |||||||||
| Female | 1.11 | 1.42–3.13 | <0.001 | 1.02 | 0.63–1.65 | 0.933 | 1.08 | 0.63–1.83 | 0.788 |
| BMI (kg/m2) | |||||||||
| <25 | |||||||||
| ≥25 | 0.66 | 0.40–1.09 | 0.102 | ||||||
| ECOG PS | |||||||||
| 0–1 | |||||||||
| ≥2 | 2.16 | 1.41–3.30 | <0.001 | 1.88 | 1.22–2.90 | 0.004 | 1.81 | 1.15–2.85 | 0.010 |
| Tumor location | |||||||||
| Upper | |||||||||
| Middle | 0.65 | 0.37–1.16 | 0.144 | ||||||
| Lower | 0.83 | 0.47–1.46 | 0.508 | ||||||
| Overlapping | 1.07 | 0.51–2.25 | 0.860 | ||||||
| Pathology grade | |||||||||
| Well | |||||||||
| Moderately | 0.75 | 0.27–2.08 | 0.578 | ||||||
| Poorly | 0.85 | 0.30–2.36 | 0.750 | ||||||
| T classification | |||||||||
| T2 | |||||||||
| T3 | 0.69 | 0.42–1.13 | 0.144 | ||||||
| T4 | 0.76 | 0.46–1.25 | 0.278 | ||||||
| LN metastasis | |||||||||
| Absent | |||||||||
| Present | 2.07 | 1.17–3.67 | 0.013 | 1.98 | 1.08–3.63 | 0.028 | 1.87 | 0.97–3.61 | 0.063 |
| Distant metastasis | |||||||||
| Absent | |||||||||
| Present | 1.56 | 1.07–2.27 | 0.021 | 1.43 | 0.97–2.11 | 0.069 | 1.48 | 0.88–2.48 | 0.137 |
| sPD-L1 | |||||||||
| Low | |||||||||
| High | 3.96 | 2.51–6.26 | <0.001 | 3.71 | 2.05–6.71 | < 0.001 | 4.06 | 2.12–7.79 | < 0.001 |
| PD-L1 | |||||||||
| Low | |||||||||
| High | 0.98 | 0.67–1.42 | 0.898 | ||||||
| NLR | |||||||||
| <6.60 | |||||||||
| ≥6.60 | 1.57 | 1.03–2.31 | 0.036 | 1.72 | 1.08–2.74 | 0.021 | 1.69 | 1.05–2.70 | 0.030 |
| PLR | |||||||||
| <145 | |||||||||
| ≥145 | 1.29 | 0.75–2.23 | 0.360 | ||||||
| CRP (mg/L) | |||||||||
| <5.21 | |||||||||
| ≥5.21 | 1.55 | 1.02–2.36 | 0.038 | 1.29 | 0.84–2.00 | 0.2502 | 1.14 | 0.72–1.83 | 0.573 |
| ALB (g/L) | |||||||||
| <40.0 | |||||||||
| ≥40.0 | 1.39 | 0.95–2.02 | 0.093 | 1.27 | 0.85–1.90 | 0.251 | 1.24 | 0.80–1.92 | 0.337 |
| GLB (g/L) | |||||||||
| <25.7 | |||||||||
| ≥25.7 | 0.67 | 0.45–0.99 | 0.042 | 0.95 | 0.63–1.42 | 0.796 | 0.92 | 0.60–1.40 | 0.688 |
| LDH (U/L) | |||||||||
| <212 | |||||||||
| ≥212 | 0.76 | 0.51–1.14 | 0.182 | ||||||
Notes: *p<0.1 was considered significant in Univariate analysis. **p<0.05 was considered significant in Multivariate analysis.
Abbreviations: HR, hazard ratio; 95% CI, 95% confidence intervals; BMI, body mass index; ECOG PS, Eastern Cooperative Oncology Group performance score; LN metastasis, lymph node metastasis; NLR, neutrophil–lymphocyte ratio; PLR, platelet–lymphocyte ratio; CRP, C-reactive protein; ALB, albumin; GLB, globulin; LDH, lactate dehydrogenase.