Material and Methods: Hematoxylin and eosin staining and immunohistochemical staining for CD80, CD86, and PD-L1 were evaluated for clinical data, survival, prognosis, tumor location, malignant melanoma subtypes, tumor size, and prognostic findings.
Results: Higher survival rates were observed in patients with lower PD-L1 staining scores in the tumor. The 5-year survival was higher in patients with CD80-positive and CD86-positive biopsies. Mortality was lower in superficial spreading melanoma and Lentigo maligna melanoma types, whereas staining positivity of CD80 and CD86 was higher. Furthermore, a relationship between clinical stage and Breslow thickness (<2mm/≥2mm), tumor ulceration, lymph node metastasis, and CD80 and CD86 expression was also identified.
Conclusion: Our findings suggest that PD-L1, CD80, and CD86 expression are essential in malignant melanoma and could be used as prognostic markers.
Like many other tumors, tumor cells in MM inactivate the immune system through various escape mechanisms[2]. The change in co-stimulatory receptors on dendritic cells is one of these escape mechanisms. The two-signal model proposes that activation of naive T cells requires both stimulation of T cell receptor (TCR) by major histocompatibility complex (MHC)-peptide molecules (signal 1) and co-stimulation via co-stimulatory receptors and their corresponding ligands on antigen-presenting cells (APCs) (signal 2). In this pathway, the tumor reduces (downregulates) the number of activating co-stimulatory receptors (CD28, CD40, OX40, CD137) or increases (upregulates) the number of inhibitory surface receptors (LAG-3, CTLA4, B7-H3, PD-1) in dendritic cells[1,3].
Programmed cell death receptor-1 (PD-1), a co-inhibitor, is expressed in T, B, and some myeloid cells. PD-L1 and PD-L2 are ligands expressed by various cells, including tumor cells, monocyte-derived myeloid dendritic cells, epithelial cells, and T and B cells[3-5]. PD-L1/PD-1 interactions inhibit T cell growth and cytokine production. Furthermore, tumor cell PD-L1 can inhibit or cause apoptosis of tumor-specific T cells[4].
Immune T cells detect and respond to antigens presented by MHC on antigen-presenting cells and tumor cells. Coactivator signals are required for full activation of the T cell response. T-cell activity is inhibited when B7 of antigenpresenting cells (APC) binds to CTLA-4 of T-cells. B7 proteins are classified into two types: B7-1, also known as CD80, and B7-2, also known as CD86. CD28 and CTLA-4 (CD152) proteins can interact with B7-1 and B7-2[6].
Recent research has revealed that CD80 and CD86 have both immunological[7,8] and non-immunological functions (9,10) and that CTLA-4 can act as an inhibitor independently of CD80 and CD86 (11). In addition, CD80 and CD86 are also involved in anti-tumor immunity[12-14].
Although studies have shown the expression of CD80 and CD86 in tumor cells, the related studies are limited, and their relationship with prognosis is unclear[2]. As a result, the goal of this study was to look at the expression rates of CD80, CD86, and PD-L1 on paraffin sections from 80 malignant melanoma cases using immunohistochemistry, as well as to evaluate the possible correlation between these proteins and clinical features like the stage, prognosis, and survival, in order to see if these proteins can be used as prognostic markers and to shed light on new treatment modalities.
Immunohistochemical Examination
Four-micrometer-thick sections were cut from each
patients paraffin block. One of these sections was stained
with hematoxylin and eosin (HE), and the others were
immunohistochemically stained with antibodies against
CD80 (Anti-CD80 antibody [2A2], 1/800, Abcam, UK),
CD86 (Anti-CD86 antibody [EP1158Y], 1/800, Abcam,
UK), and PD-L1 (Anti-PD-L1 antibody [ABM4E54],
1/1000, Abcam, UK). Two pathologists evaluated the
stained sections. (CIB, ECA) We included a third pathologist in the study if the two pathologists could not reach a
consensus about the diagnosis.
In this study, we developed a method of evaluating and scoring inspired by studies by Flörcken et al[2]. Positive staining for CD80 and CD86 in tumor cells was characterized by cytoplasmic and membranous staining[2]. PD-L1 was considered as positive when complete or partial linear membranous staining and nuclear staining were observed in tumor cells and tumor-infiltrated lymphocytes. Tonsillar tissue sections were positive controls for all PD-L1, CD80, and CD86 immunostainings[2,15,16].
We scored the staining intensity for CD80, CD86, and PD-L1. A score of 0 indicated no staining, while a score of +1 indicated weak staining. A score of +2 was for medium staining, and a score of +3 was given for intense staining. ≤10% positive staining of tumor cells was evaluated as 1 point, 10.1-50% positive staining as 2 points, and 50.1- 100% positive staining as 3 points. The staining value was calculated by adding the staining percentage and intensity values. The patients were divided into groups based on their staining scores: those with a score of 0-4 and those with 5-6. Cases in the study were also classified as positive or negative for CD80 and CD86. The immunohistochemical staining results were evaluated based solely on the presence or absence of lymphocytic infiltration; however, no assessments were made regarding whether the infiltration was brisk or non-brisk.
Statistical Evaluation
Descriptive findings were presented as number and
percentage distributions for categorical variables, and
mean±standard deviation for continuous variables.
The Pearson Chi-square test was used to compare categorical variables. For survival analysis, survival probabilities were first estimated with the Kaplan-Meier method and a log-rank test was performed to see if there was a difference between variable levels in terms of survival probabilities.
The University Institute of Health Sciences, Medical Statistics Consultancy Center used SPSS Package Program v20 to conduct the statistical analysis for the study (IBM, USA). Statistical significance was defined as p values less than 0.05.
The patients in the study had a median tumor size of 1.78 cm in diameter (min: 0.2 cm, max: 7.6 cm), with 12.5% (n=10) having tumors smaller than or equal to 0.6 cm in diameter and 87.5% (n=70) having tumors larger than 0.6 cm in diameter. On the other hand, the patients in the study were divided into two groups based on reticular dermis invasion, Clark I-II, and Clark III-IV-V, with the Clark level I-II group accounting for 11.3 % of all patients (n=9). The Clark level III-IV-V group accounted for 88.7% (n=71). The mean Breslow thickness in all patients was 3.6.±3.24 mm: 37.5% (n=30) having a Breslow thickness of <2 mm, and 62.5% (n=50) having a Breslow thickness of ≥2 mm. Ulceration was found in 37.5 % of the patients (n=30). Regarding growth phases, 7.5 % of patients (n=6) showed only the radial growth phase, while 92.5 % (n=74) showed both the vertical/radial and vertical growth phases. Lymphocytic infiltration was found in 58.8% (n=47) of the patient samples examined. There was evidence of neurotropism in 23.8% of the cases (n=19). Regression was seen in 18.7% (n=15) of the patients, while lymph node metastasis was seen in 20% (n=16). 51.2 % (n=41) of the patients in the study were in Stages 1-2, while 48.8 % (n=39) were in Stages 3-4. The patients mean follow-up period was 57.72 ± 30.32 months (min: 0; max: 121 months). The mortality rate was 41.3% (n=33) during the follow-up period. Superficial spreading melanoma and lentigo maligna melanoma types, patients with Breslow thickness less than 2mm, the group without tumor ulceration, those with only radial growth phase, and clinical stage 1-2 all had lower mortality.
Clinicopathological Correlations with
Immunohistochemistry Results
Expression of PD-L1
As previously described, PD-L1 staining was assessed on
tumor cells and tumor-infiltrating lymphocytes[2]. Tumor
cells had a low staining score (28/80) in 35% of the patients
and a high staining score (52/80) in 65% of the patients,
while tumor-infiltrating lymphocytes (TIL) had a low staining score (34/80) in 42.5% of the patients and a high
staining score (46/80) in 57.5% of the patients. Figure 1A-D
shows examples of low and high staining scores in tumors
and TIL. PD-L1 expression and staining score were high in
clinical stage 3-4 cases.
Patients with low PD-L1 staining in the tumor had a significantly higher 5-year survival (Figure 2). However, no significant relationship existed between the PD-L1 staining levels in the lymphocytes and the 5-year survival (Figure 3).
Figure 2: Survival plot according to PD-L1 staining scores in the tumor.
Figure 3: Survival plot according to PD-L1 staining scores in lymphocytes
Table I summarizes the relationships between PD-L1 expression levels and the clinical profiles of the patients.
Table I: The correlations between PD-L1 expression level and clinical patient profiles.
Expression of CD80
CD80 expression (staining intensity) was detected in 45%
(36/80) of the patients (Table II). CD80 staining scores
(Figure 4A-B) ranged from 0 to 4 in 79% of the patients
(63/80) and from 5 to 6 in 21% of the patients (17/80).
Table III shows the correlations between CD80 expression
levels and the clinical patient profiles.
Table II: CD80 and CD86 expressions.
Table III: The correlations between CD80 expression level and clinical patient profiles.
When CD80 expression was examined, it was significantly higher in the superficial spreading melanoma and lentigo maligna melanoma subtypes than in other subtypes.
CD80 staining scores were higher in superficial spreading melanoma and lentigo maligna melanoma subtypes when evaluating CD80 staining scores.
CD80 expression (staining intensity) and staining scores were higher in patients with Breslow thickness below 2 mm.
The positivity for CD80 expression was higher in patients who did not have tumor ulceration.
CD80 expression was found to be higher in cases of regression. CD80 expression was higher in patients who did not have lymph node metastasis. CD80 expression and staining scores were higher in clinical stage 1-2 cases. Cases with positive CD80 expression had a significantly higher 5-year survival rate (Figures 5 and 6).
Figure 5: Survival plot according to CD80 staining positivity.
Figure 6: Survival plot according to CD80 staining scores.
CD86 expression
CD86 expression was found in 46.25% of the cases (37/80)
(Table II). CD86 staining (Figure 4C-D) scores ranged
from 0 to 4 points (64/80) in 80% of the patients and from
5 to 6 points in 20% (16/80).
Table IV shows the correlations between CD86 expression levels and the clinical profiles of the patients. When CD86 expression was examined, it was significantly higher in superficial spreading melanoma and lentigo maligna melanoma than in other subtypes.
Table IV: The correlations between CD86 expression level and clinical patient profiles.
CD86 expression and a higher CD86 staining intensity score were found in patients with a Breslow thickness of less than 2mm.
CD86 expression was significantly higher in tumors that did not have ulceration. The expression of CD86 was higher in patients who did not have lymph node metastasis.
CD86 expression and CD86 staining scores were significantly higher in pathological Stages 1-2 cases.
While patients with positive CD86 expression had a significantly higher 5-year survival rate, there was no correlation between staining score and survival (Figure 7,8).
Figure 7: Survival plot according to CD86 staining positivity
Figure 8: Survival plot according to CD86 staining scores.
The simultaneous presence of CD80 and CD86 positivity or negativity was found to be significantly higher (there was concurrent CD86 expression in cases with CD80 expression or absent CD86 expression in cases without CD80 expression).
Although most studies on the inhibitory or stimulatory effects of signal-2 in the formation of the immune response focus on the two molecules mentioned above, the results of the CD80/CD86-CD28 interaction on immune modulation are also known.
Our retrospective clinical study investigated the association between CD80, CD86, and PD-L1 expression, tumor characteristics, prognostic factors, and survival in cutaneous malignant melanoma.
In the patients enrolled in our study, no significant relationship was found between the tumor size and Clark level, as well as the CD80, CD86, and PD-L1 expression levels. However, it has been suggested that the immune response to the tumor effects the vertical growth phase rather than the radial growth phase because the mortality rate is high in patients with a Breslow thickness of 2 mm or more, and the expression of CD80 and CD86 is significantly lower in these cases.
There was no statistically significant relationship between PD-L1 staining intensity and Breslow thickness. However, the Breslow thickness was significantly higher in patients with strong PD-L1 expression compared to those with weak expression in Hino and colleagues' study[15]. In addition, PD-L1 expression was also associated with vertical growth pattern, Clark level status, and lymph node metastasis but not with age, sex, or histologic subtype in the same study[15].
Hino and colleagues found no link between ulceration and PD-L1 expression, and Massi and colleagues found ulceration to be a poor predictor of survival. Their findings were consistent with ours[15,16].
Our study discovered no link between lymphocytic infiltration and mortality, nor between CD80, CD86, and PD-L1 expression and lymphocytic infiltration. Consistent with our findings, Massi and colleagues reported no relationship between lymphocytic infiltration and PD-L1 expression. In addition, no significant relationship between lymphocytic infiltration and survival was found in the reports of Gadiot and colleagues[16,18].
PD-L1 expression has been identified in melanoma, ovarian tumors, lung tumors, renal cell tumors, urothelial tumors, squamous cell carcinomas of the head and neck, esophageal tumors, cervical tumors, breast tumors, pancreatic tumors, stomach tumors, Wilms tumors, and glioblastoma, as well as infiltrating lymphocytes[15,19-30]. The literature has no consensus regarding the relationship between membranous expression and survival. While several studies have found PD-L1 expression in tumors to be statistically significantly associated with poor prognosis and survival[16,19,31-36], some studies show the opposite[18,24,29].
Similar to previous research suggesting that PD-L1 in tumor cells can be used as a poor prognostic marker based on the presence or absence of staining, we found that strong staining of PD-L1 in tumor tissue indicated poor prognosis and survival. However, this was not found with PD-L1 expression in TIL. There is little evidence in the literature to support the use of CD80 and CD86 immunohistochemistry in tumor immunity and prognosis. While most rodent tumors have been reported to lack tumor expression of CD80 and CD86[37,38], molecular, immunohistochemical, and flow cytometry studies have revealed the presence of CD80 and CD86 in tumor cells in some human tumor cells[39-41].
PD-L1 expression in tumor cells and lymphocytes was associated with a poor prognosis in a study evaluating the expression of CD80, CD86, and PD-L1 in both the tumor and lymphocytes in renal cell tumor cases in the literature, whereas CD80 and CD86 expressions were not correlated with the prognosis[2]. In support of these reports, publications indicate that CD80 and CD86 expression in melanoma patients does not effect the prognosis[42].
CD80 and CD86 expression on the cell surface was significantly positive in cases with Breslow thickness less than 2mm, no ulceration on the tumor surface, clinical stage I-II, and no lymph node metastasis in our study. Furthermore, CD80 and CD86 positivity was found to indicate a favorable prognosis.
When analyzed, only CD80 positivity and the presence of regression had a significant relationship. The failure to see any significant relationship for CD86 positivity is likely due to a small sample size.
Histologic subtype analysis revealed that CD80 and CD86 expression was significantly higher in superficial spreading melanoma and lentigo maligna melanoma.
Based on our findings, we recommend using PD-L1, expressed in tumor tissue, as a prognostic marker in cases of malignant melanoma, with a high PD-L1 staining score in the tumor indicating a poor prognosis and determining the indications for the patient's clinical management and immunotherapy. CD80 and CD86 expressions and high staining scores were statistically significant predictors of a good prognosis in our study's survival analysis. As a result, CD80 and CD86 immunohistochemical markers predict the prognosis of malignant melanoma cases.
Conflict of Interest
No conflict of interest.
Funding
Akdeniz University Scientific Research Projects Unit (Project
number: TTU-2017-954).
Authorship Contributions
Concept: ECA, ICB, Design: ECA, ICB, Data collection or processing:
ECA, ICB, BU, OO, Analysis or Interpretation: ECA, ICB, Literature
search: ECA, Writing: ECA, Approval: ECA, ICB, BU, OO.
1) Passarelli A, Mannavola F, Stucci LS, Tucci M, Silvestris F.
Immune system and melanoma biology: A balance between
immunosurveillance and immune escape. Oncotarget.
2017;8:106132-42.
2) Flörcken A, Johannsen M, Nguyen-Hoai T, Gerhardt A,
Miller K, Dörken B, Pezzutto A, Westermann J, Jöhrens K.
Immunomodulatory molecules in renal cell cancer: CD80 and
CD86 are expressed on tumor cells. Int J Clin Exp Pathol 2017;10:
1443-54.
3) Freeman GJ, Long AJ, Iwai Y, Bourque K, Chernova T, Nishimura
H, Fitz LJ, Malenkovich N, Okazaki T, Byrne MC. Engagement
of the PD-1 immunoinhibitory receptor by a novel B7 family
member leads to negative regulation of lymphocyte activation. J
Exp Med. 2000;192:1027-34.
4) Latchman Y, Wood CR, Chernova T, Chaudhary D, Borde
M, Chernova I, Iwai Y, Long AJ, Brown JA, Nunes R. PD-L2
is a second ligand for PD-1 and inhibits T cell activation. Nat
Immunol. 2001;2:261-8.
5) Chen R, Ganesan A, Okoye I, Arutyunova E, Elahi S, Lemieux
MJ, Barakat K. Targeting B7‐1 in immunotherapy. Med Res Rev.
2020;40:654-82.
6) Sharpe AH, Freeman GJ. The B7-CD28 superfamily. Nat Rev
Immunol. 2002;2:116-26.
7) Tang Q, Henriksen KJ, Boden EK, Tooley AJ, Ye J, Subudhi SK,
Zheng XX, Strom TB, Bluestone JA. Cutting edge: CD28 controls
peripheral homeostasis of CD4+CD25+ regulatory T cells. J
Immunol. 2003;171:3348-52.
8) Taylor PA, Lees CJ, Fournier S, Allison JP, Sharpe AH, Blazar
BR. B7 expression on T cells down-regulates immune responses
through CTLA-4 ligation via T-T interactions [corrections]. J
Immunol. 2004;172:34-9.
9) Reiser J, von Gersdorff G, Loos M, Oh J, Asanuma K, Giardino L,
Rastaldi MP, Calvaresi N, Watanabe H, Schwarz K, Faul C, Kretzler
M, Davidson A, Sugimoto H, Kalluri R, Sharpe AH, Kreidberg
JA, Mundel P. Induction of B7-1 in podocytes is associated with
nephrotic syndrome. J Clin Invest. 2004;113:1390-7.
10) Short JJ, Pereboev AV, Kawakami Y, Vasu C, Holterman MJ,
Curiel DT. Adenovirus serotype 3 utilizes CD80 (B7.1) and CD86
(B7.2) as cellular attachment receptors. Virology. 2004;322:349-59.
11) Vijayakrishnan L, Slavik JM, Illés Z, Greenwald RJ, Rainbow
D, Greve B, Peterson LB, Hafler DA, Freeman GJ, Sharpe AH,
Wicker LS, Kuchroo VK. An autoimmune disease-associated
CTLA-4 splice variant lacking the B7 binding domain signals
negatively in T cells. Immunity. 2004;20:563-75.
12) Li Y, McGowan P, Hellström I, Hellström KE, Chen L.
Costimulation of tumor-reactive CD4+ and CD8+ T lymphocytes
by B7, a natural ligand for CD28, can be used to treat established
mouse melanoma. J Immunol. 1994;153:421-8.
13) Baskar S, Ostrand-Rosenberg S, Nabavi N, Nadler LM, Freeman
GJ, Glimcher LH. Constitutive expression of B7 restores
immunogenicity of tumor cells expressing truncated major
histocompatibility complex class II molecules. Proc Natl Acad Sci
U S A. 1993;90:5687-90.
14) Chen L, Linsley PS, Hellström KE. Costimulation of T cells for
tumor immunity. Immunol Today. 1993;14:483-6.
15) Hino R, Kabashima K, Kato Y, Yagi H, Nakamura M, Honjo T,
Okazaki T, Tokura Y. Tumor cell expression of programmed cell
death-1 ligand 1 is a prognostic factor for malignant melanoma.
Cancer. 2010;116:1757-66.
16) Massi D, Brusa D, Merelli B, Ciano M, Audrito V, Serra S,
Buonincontri R, Baroni G, Nassini R, Minocci D, Cattaneo L,
Tamborini E, Carobbio A, Rulli E, Deaglio S, Mandalà M. PD-L1
marks a subset of melanomas with a shorter overall survival and
distinct genetic and morphological characteristics. Ann Oncol.
2014;25:2433-42.
17) Elder DE, Massi D, Scolyer RA, Willemze R. WHO classification
of skin tumours. 4 ed, International Agency for Research on
Cancer, IARC, 2018.
18) Gadiot J, Hooijkaas AI, Kaiser AD, van Tinteren H, van Boven H,
Blank C. Overall survival and PD-L1 expression in metastasized
malignant melanoma. Cancer. 2011;117:2192-201.
19) Wu C, Zhu Y, Jiang J, Zhao J, Zhang XG, Xu N.
Immunohistochemical localization of programmed death-1
ligand-1 (PD-L1) in gastric carcinoma and its clinical significance.
Acta Histochem. 2006;108:19-24.
20) Wintterle S, Schreiner B, Mitsdoerffer M, Schneider D, Chen L,
Meyermann R, Weller M, Wiendl H. Expression of the B7-related
molecule B7-H1 by glioma cells: A potential mechanism of
immune paralysis. Cancer Res. 2003;63:7462-7.
21) Routh JC, Ashley RA, Sebo TJ, Lohse CM, Husmann DA, Kramer
SA, Kwon ED. B7-H1 expression in Wilms tumor: Correlation
with tumor biology and disease recurrence. J Urol. 2008;179:1954-
9; discussion 1959-60.
22) Nomi T, Sho M, Akahori T, Hamada K, Kubo A, Kanehiro H,
Nakamura S, Enomoto K, Yagita H, Azuma M, Nakajima
Y. Clinical significance and therapeutic potential of the
programmed death-1 ligand/programmed death-1 pathway in
human pancreatic cancer. Clin Cancer Res. 2007;13:2151-7.
23) Ghebeh H, Mohammed S, Al-Omair A, Qattan A, Lehe C,
Al-Qudaihi G, Elkum N, Alshabanah M, Bin Amer S, Tulbah
A, Ajarim D, Al-Tweigeri T, Dermime S. The B7-H1 (PD-L1)
T lymphocyte-inhibitory molecule is expressed in breast cancer
patients with infiltrating ductal carcinoma: Correlation with
important high-risk prognostic factors. Neoplasia. 2006;8:190-8.
24) Karim R, Jordanova ES, Piersma SJ, Kenter GG, Chen L, Boer JM,
Melief CJ, van der Burg SH. Tumor-expressed B7-H1 and B7-DC
in relation to PD-1+ T-cell infiltration and survival of patients
with cervical carcinoma. Clin Cancer Res. 2009;15:6341-7.
25) Ohigashi Y, Sho M, Yamada Y, Tsurui Y, Hamada K, Ikeda N,
Mizuno T, Yoriki R, Kashizuka H, Yane K, Tsushima F, Otsuki
N, Yagita H, Azuma M, Nakajima Y. Clinical significance
of programmed death-1 ligand-1 and programmed death-1
ligand-2 expression in human esophageal cancer. Clin Cancer
Res. 2005;11:2947-53.
26) Lyford-Pike S, Peng S, Young GD, Taube JM, Westra WH,
Akpeng B, Bruno TC, Richmon JD, Wang H, Bishop JA, Chen
L, Drake CG, Topalian SL, Pardoll DM, Pai SI. Evidence for a
role of the PD-1:PD-L1 pathway in immune resistance of HPVassociated
head and neck squamous cell carcinoma. Cancer Res.
2013;73:1733-41.
27) Strome SE, Dong H, Tamura H, Voss SG, Flies DB, Tamada
K, Salomao D, Cheville J, Hirano F, Lin W, Kasperbauer JL,
Ballman KV, Chen L. B7-H1 blockade augments adoptive T-cell
immunotherapy for squamous cell carcinoma. Cancer Res.
2003;63:6501-5.
28) Nakanishi J, Wada Y, Matsumoto K, Azuma M, Kikuchi K, Ueda
S. Overexpression of B7-H1 (PD-L1) significantly associates with
tumor grade and postoperative prognosis in human urothelial
cancers. Cancer Immunol Immunother. 2007;56:1173-82.
29) Konishi J, Yamazaki K, Azuma M, Kinoshita I, Dosaka-Akita H,
Nishimura M. B7-H1 expression on non-small cell lung cancer
cells and its relationship with tumor-infiltrating lymphocytes and
their PD-1 expression. Clin Cancer Res. 2004;10:5094-100.
30) Hamanishi J, Mandai M, Iwasaki M, Okazaki T, Tanaka Y,
Yamaguchi K, Higuchi T, Yagi H, Takakura K, Minato N, Honjo T,
Fujii S. Programmed cell death 1 ligand 1 and tumor-infiltrating
CD8+ T lymphocytes are prognostic factors of human ovarian
cancer. Proc Natl Acad Sci U S A. 2007;104:3360-5.
31) Abbas M, Steffens S, Bellut M, Eggers H, Großhennig A, Becker
JU, Wegener G, Schrader AJ, Grünwald V, Ivanyi P. Intratumoral
expression of programmed death ligand 1 (PD-L1) in patients
with clear cell renal cell carcinoma (ccRCC). Med Oncol.
2016;33:80.
32) Muenst S, Schaerli AR, Gao F, Däster S, Trella E, Droeser RA,
Muraro MG, Zajac P, Zanetti R, Gillanders WE, Weber WP,
Soysal SD. Expression of programmed death ligand 1 (PD-L1) is
associated with poor prognosis in human breast cancer. Breast
Cancer Res Treat. 2014;146:15-24.
33) Kim JR, Moon YJ, Kwon KS, Bae JS, Wagle S, Kim KM, Park
HS, Lee H, Moon WS, Chung MJ, Kang MJ, Jang KY. Tumor
infiltrating PD1-positive lymphocytes and the expression of
PD-L1 predict poor prognosis of soft tissue sarcomas. PLoS One.
2013;8:e82870.
34) Abbas M, Steffens S, Bellut M, Becker JU, Großhennig A, Eggers
H, Wegener G, Kuczyk MA, Kreipe HH, Grünwald V, Schrader
AJ, Ivanyi P. Do programmed death 1 (PD-1) and its ligand (PDL1)
play a role in patients with non-clear cell renal cell carcinoma?
Med Oncol. 2016;33:59.
35) Maine CJ, Aziz NH, Chatterjee J, Hayford C, Brewig N, Whilding
L, George AJ, Ghaem-Maghami S. Programmed death ligand-1
over-expression correlates with malignancy and contributes
to immune regulation in ovarian cancer. Cancer Immunol
Immunother. 2014;63:215-24.
36) Iacovelli R, Nolè F, Verri E, Renne G, Paglino C, Santoni M, Cossu
Rocca M, Giglione P, Aurilio G, Cullurà D, Cascinu S, Porta C.
Prognostic Role of PD-L1 Expression in Renal Cell Carcinoma. A
Systematic Review and Meta-Analysis. Target Oncol. 2016;11:143-8.
37) de Vos L, Grünwald I, Bawden EG, Dietrich J, Scheckenbach K,
Wiek C, Zarbl R, Bootz F, Landsberg J, Dietrich D. The landscape
of CD28, CD80, CD86, CTLA4, and ICOS DNA methylation
in head and neck squamous cell carcinomas. Epigenetics.
2020;15:1195-212.
38) Chen L, McGowan P, Ashe S, Johnston J, Li Y, Hellström I,
Hellström KE. Tumor immunogenicity determines the effect
of B7 costimulation on T cell-mediated tumor immunity. J Exp
Med. 1994;179:523-32.
39) Fang J, Chen F, Liu D, Gu F, Chen Z, Wang Y. Prognostic value
of immune checkpoint molecules in breast cancer. Biosci Rep.
2020;40:BSR20201054.
40) Denfeld RW, Dietrich A, Wuttig C, Tanczos E, Weiss JM,
Vanscheidt W, Schöpf E, Simon JC. In situ expression of B7
and CD28 receptor families in human malignant melanoma:
Relevance for T-cell-mediated anti-tumor immunity. Int J Cancer.
1995;62:259-65.