| Literature DB >> 29348848 |
Manuel Weber1, Falk Wehrhan1, Christoph Baran1, Abbas Agaimy2, Maike Büttner-Herold3, Raimund Preidl1, Friedrich W Neukam1, Jutta Ries1.
Abstract
BACKGROUND: Immune checkpoints like programmed cell death-1 (PD-1) and its ligand PD-L1 are involved in immune escape mechanisms of solid tumors including oral squamous cell carcinoma (OSCC). Inhibitors of the pathway are successfully used for treating especially advanced disease. However, the physiological relevance of PD-1/PD-L1-signaling in OSCC is insufficiently understood. The aim of the study was to analyze if PD-L1 expression in tumor tissue and peripheral blood samples of OSCC patients is associated with histomorphological tumor parameters and if PD-L1 expression in patients is different from controls.Entities:
Keywords: OSCC; PCR; PD-L1; mRNA; peripheral blood
Year: 2017 PMID: 29348848 PMCID: PMC5762533 DOI: 10.18632/oncotarget.22576
Source DB: PubMed Journal: Oncotarget ISSN: 1949-2553
Description of the patient collective; total number of cases: 81
| patients | controls | ||||
|---|---|---|---|---|---|
| % of cases | % of cases | ||||
| 45 | 36 | ||||
| male | 29 | 64.4 | 24 | 66.7 | |
| female | 16 | 35.6 | 12 | 33.3 | |
| 64.6 years (SD 12.5) | 57.7 years (SD 20.7) | ||||
| 35–93 years | 15–88 years | ||||
| T1–T2 | 24 | 53.3 | |||
| T3–T4 | 19 | 42.2 | |||
| unknown | 2 | 4.4 | |||
| N0 | 25 | 55.6 | |||
| N+ | 18 | 40 | |||
| unknown | 2 | 4.4 | |||
| L0 | 32 | 71.1 | |||
| L1 | 11 | 24.4 | |||
| unknown | 2 | 4.4 | |||
| Pn0 | 23 | 51.1 | |||
| Pn1 | 20 | 44.4 | |||
| unknown | 2 | 4.4 | |||
| G1 | 6 | 13.6 | |||
| G2 | 27 | 60 | |||
| G3 | 11 | 24.4 | |||
| unknown | 1 | 2.2 | |||
| early | 16 | 35.6 | |||
| late | 27 | 60 | |||
| unknown | 2 | 4.4 | |||
Demographic characteristics of OSCC patients (group patients) and healthy volunteers (group controls). For the OSCC patients group, staging parameters (T-, N-, L-, Pn-status, grading, clinical UICC stage) are shown.
Real-time qPCR Primer
| Primer | Sequence (5′ to 3′) | Primer (bp) | Amplicon (bp) | Annealing temperature (°C) |
|---|---|---|---|---|
| PD-L1_2* s | AGACCACCACCACCAATTCC | 20 | 173 | 60 |
| PD-L1_2* /as | TGGAGGATGTGCCAGAGGTA | 20 | – | – |
| PD-L1_4** /s | AGCTATGGTGGTGCCGACTA | 20 | 152 | 60 |
| PD-L1_4** /as | CAGATGACTTCGGCCTTGGG | 20 | – | – |
| GAPDH in /s | GACCCCTTCATTGACCTCAACTA | 23 | 102 | 60 |
| GAPDH in /as | GAATTTGCCATGGGTGGAAT | 20 | – | – |
*amplification of transcript variant 1 and 2 simultaneously; amplicon named PD-L1_2
**amplification of transcript variant 1 and 4 simultaneously; amplicon named PD-L1_4
The selected primers for RT-qPCR mRNA expression analyses of PD-L1_4 (including PD-L1 splicing variants 1 and 4) and PD-L1_2 (including PD-L1 splicing variants 1 and 2).
PD-L1 expression in tissue and peripheral blood of healthy controls and OSCC patients
| mean ΔCT | SD | AUC | FC | COP | No. of cases | + | - | % pos. cases | ||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 78 | < 0.001 | 0.83 | 3.19 | 7.99 | 78 | 41 | 37 | < 0.001 | ||||
| controls | 35 | 8.82 | 1.11 | 35 | 6 | 29 | 17.1% | |||||
| patients | 43 | 7.15 | 1.59 | 43 | 35 | 8 | 81.4% | |||||
| 75 | 0.165 | nd | nd | nd | nd | nd | nd | nd | nd | |||
| controls | 31 | 7.17 | 1.40 | |||||||||
| patients | 44 | 6.90 | 1.24 | |||||||||
| 74 | < 0.001 | 0.76 | 3.18 | 10.37 | 74 | 40 | 34 | < 0.001 | ||||
| controls | 31 | 10.92 | 1.45 | 31 | 8 | 23 | 25.8% | |||||
| patients | 43 | 9.25 | 1.94 | 43 | 32 | 11 | 74.4% | |||||
| 75 | 0.287 | nd | nd | nd | nd | nd | nd | nd | nd | |||
| controls | 31 | 7.10 | 1.33 | |||||||||
| patients | 44 | 6.92 | 1.21 |
Comparison of PD-L1 mRNA expression between OSCC patients (group patients) and healthy volunteers (group controls). Expression of PD-L1 splicing variants 1 and 4 (PD-L1_4) and splicing variants 1 and 2 (PD-L1_2) in tissue (OSCC tumor tissue vs. healthy oral mucosa of volunteers) and peripheral blood was analyzed. The mean ΔCT value (mean), standard deviation (SD) and the p-value provided by the Mann-Whitney U test are shown. Higher ΔCT values indicate lower PD-L1 mRNA expression. Regarding PD-L1 expression in tissue, area under the curve (AUC), fold-change FC and cut-off point (COP) values are given. Based on their ΔCT value related to the COP, the cases were determined as positive (malignant) and negative (healthy). The percentage of positive tested cases (% pos. cases) in the controls and patients group is presented. A Statistical analysis was carried out by the Chi-square test (χ2 test). Fold-change (FC) of PD-L1 mRNA expression was determined by the ΔΔCT method comparing the average ΔCT values of the two groups. nd: not determined.
Figure 1PD-L1 tissue expression in OSCC patients and healthy mucosal controls (A, B) Box plots of the median PD-L1 expression rates in tumor tissue of OSCC patients (group patients) and healthy oral mucosa of volunteers (group controls). The median ΔCT values of PD-L1 splicing variants 1 and 4 (PD-L1_4) (Figure 1A) and splicing variants 1 and 2 (PD-L1_2) (Figure 1B) derived from RT-qPCR are given. Higher ΔCT values indicate lower PD-L1 mRNA expression. The median, the interquartile range and the standard deviation are provided. Statistical analyses were carried out by the Mann-Whitney U test. (C, D) ROC curves for PD-L1 mRNA expression based on the RT-qPCR data. The diagrams are a plot of the sensitivity (true-positive rate) vs. 1-specificity (false-positive rate) over all possible ΔCT values. Data for PD-L1 variant PD-L1_4 (Figure 1C) and variant PD-L1_2 (Figure 1D) are provided. The circles show the points of the highest Youden (Y) indices which are associated with the COP (patients vs. controls). The AUC value is indicated. ROC: receiver operating characteristic, COP: cut-off point, AUC: area under the curve.e, (F) Division of the test and control group (group patients and group controls) into positive and negative subgroups based on the ascertained COPs of PD-L1 variant PD-L1_4 (Figure 1E) and variant PD-L1_2 (Figure 1F) expressed as ΔCT values. Using the χ2 test, the specimens were positively (malignant) judged if the values lied below the COP. Increased PD-L1_4 and PD-L1_2 expression levels in the tissue of OSCC patients (group patients) compared healthy oral mucosa of volunteers (group controls) were significant. Therefore, the COP may be a parameter allowing the allocation of a tissue sample to a group and the proof of malignancy.
Sensitivity, specificity, positive- and negative predictive value of PD-L1 expression for diagnosis of malignancy and N-status
| + | - | sensitivity | specificity | positive predictive value | negative predictive value | ||
|---|---|---|---|---|---|---|---|
| controls | 6 | 29 | |||||
| (tissue) | patients | 35 | 8 | 81.4% | 82.9% | 0.854 | 0.784 |
| controls | 8 | 23 | |||||
| patients | 32 | 11 | 74.4% | 74.2% | 0.8 | 0.68 | |
| N0 | 11 | 13 | |||||
| (blood) | N+ | 17 | 1 | 94.4 % | 54.2 % | 0.607 | 0.929 |
| N0 | 8 | 16 | |||||
| N+ | 15 | 3 | 83.3% | 66.7% | 0.652 | 0.842 |
The table shows sensitivity, specificity, positive- and negative predictive value of PD-L1 expression in tissue specimens for diagnosis of malignancy. (controls vs. patients) and of PD-L1 expression in blood samples for diagnosis of a positive N-status (N0 vs. N+).
PD-L1 expression in peripheral blood of OSCC patients related to histomorphological parameters (T-, N-, L-, Pn-status, grading)
| n | mean ∆CT | SD | AUC | FC | COP | No. of cases | + | - | % pos. cases | ||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| PD-L1_4 tissue | 78 | < 0.001 | 0.83 | 3.19 | 7.99 | 78 | 41 | 37 | < 0.001 | ||||
| controls | 35 | 8.82 | 1.11 | 35 | 6 | 29 | 17.1% | ||||||
| patients | 43 | 7.15 | 1.59 | 43 | 35 | 8 | 81.4% | ||||||
| PD-L1_4 blood | 75 | 0.165 | nd | nd | nd | nd | nd | nd | nd | nd | |||
| controls | 31 | 7.17 | 1.40 | ||||||||||
| patients | 44 | 6.90 | 1.24 | ||||||||||
| PD-L1_2 tissue | 74 | < 0.001 | 0.76 | 3.18 | 10.37 | 74 | 40 | 34 | < 0.001 | ||||
| controls | 31 | 10.92 | 1.45 | 31 | 8 | 23 | 25.8% | ||||||
| patients | 43 | 9.25 | 1.94 | 43 | 32 | 11 | 74.4% | ||||||
| PD-L1_2 blood | 75 | 0.287 | nd | nd | nd | nd | nd | nd | nd | nd | |||
| controls | 31 | 7.10 | 1.33 | ||||||||||
| patients | 44 | 6.92 | 1.21 | ||||||||||
Association between the PD-L1 mRNA expression rates in peripheral blood samples of OSCC patients and histomorphological parameters (T-, N-, L-, Pn-status, grading). Data for PD-L1 splicing variants 1 and 4 (PD-L1_4) and splicing variants 1 and 2 (PD-L1_2) are given. The mean ΔCT value (mean), standard deviation (SD) and the p-value provided by the Mann-Whitney U test are shown. Higher ΔCT values indicate lower PD-L1 mRNA expression. Regarding the N-status, area under the curve (AUC), fold-change FC and cut-off point (COP) values are given. Based on their ΔCT value related to the COP, the cases were determined as positive (+) and negative (-). The percentage of positive tested cases (% pos. cases) in the N0 and N+ group is presented. A Statistical analysis was carried out by the Chi-square test (χ2 test). Fold-change (FC) of PD-L1 mRNA expression was determined by the ΔΔCT method comparing the average ΔCT values of the two groups. nd: not determined.
Figure 2PD-L1 blood expression in OSCC patients depending on the N-status (A, B) Box plots of the median PD-L1 expression rates in peripheral blood of OSCC patients with lymph node metastases (group N+) and OSCC patients without lymph node metastases (group N0). The median ΔCT values of PD-L1 splicing variants 1 and 4 (PD-L1_4) (Figure 2A) and splicing variants 1 and 2 (PD-L1_2) (Figure 2B) derived from RT-qPCR are given. Higher ΔCT values indicate lower PD-L1 mRNA expression. The median, the interquartile range and the standard deviation are provided. Statistical analyses were carried out by the Mann-Whitney U test. (C, D) ROC curves for PD-L1 mRNA expression based on the RT-qPCR data. The diagrams are a plot of the sensitivity (true-positive rate) vs. 1-specificity (false-positive rate) over all possible ΔCT values. Data for PD-L1 variant PD-L1_4 (Figure 2C) and variant PD-L1_2 (Figure 2D) are provided. The circle shows the point of the highest Youden (Y) index which is associated with the COP (N+ vs. N0). The AUC value is indicated. ROC: receiver operating characteristic, COP: cut-off point, AUC: area under the curve. (E, F) Division of the test and control group (N+ OSCC cases and N0 OSCC cases) into positive and negative subgroups based on the ascertained COPs of PD-L1 variant PD-L1_4 (Figure 2E) and variant PD-L1_2 (Figure 2F) expressed as ΔCT values. Using the χ2 test, the specimens were positively (N+) judged if the values lied below the COP. Increased PD-L1_4 and PD-L1_2 expression levels in the peripheral blood of OSCC patients with lymph node metastases (group N+) compared to OSCC patients without lymph node metastases (group N0) were significant. Therefore, the COP may be a parameter allowing the allocation of a blood sample to a case with (group N+) or without (group N0) lymph node metastases.
Figure 3PD-L1 blood expression in OSCC patients depending on the grading Box plots of the median PD-L1 expression rates in peripheral blood of OSCC patients depending on the tumor grading (G1-G3)
The median ΔCT values of PD-L1 splicing variants 1 and 4 (PD-L1_4) (Figure 3A) and splicing variants 1 and 2 (PD-L1_2) (Figure 3B) derived from RT-qPCR are given. Higher ΔCT values indicate lower PD-L1 mRNA expression. The median, the interquartile range and the standard deviation are provided. Statistical analyses were carried out by the Mann-Whitney U test.