Submitted:
06 March 2024
Posted:
07 March 2024
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. Patients and Clinical Data
2.2. Immunohistochemical Staining
2.3. Statistical Analysis
2.4. Ethical Standards
3. Results
3.1. Characteristics of Patients with OSCC
3.2. Immunohistochemical Staining of Seven Immune-Related Factors
3.3. Cancer Stage
3.3.3. Cancer Stage and Expression of Immune-Related Factors in OSCC
3.4. Relationships among Expression Levels of Immune Checkpoint-Related Factors in OSCC
3.5. Comparison of the Expression Levels of Immune Checkpoint-Related Factors in Primary Tumor Sites (Keratinized or Non-Keratinized Epithelium)
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- World Health Organization. https://www.who.int/news-room/fact-sheets/detail/oral-health.
- Bishop, J.A.; Sciubba, J.J.; Westra, W.H. Squamous cell carcinoma of the oral cavity and oropharynx. Surg Pathol Clin 2011, 4, 1127–1151. [Google Scholar] [CrossRef] [PubMed]
- Sung, H.; Ferlay, J.; Siegel, R.L.; Laversanne, M.; Soerjomataram, I.; Jemal, A.; Bray, F. Global Cancer Statistics 2020: GLO-BOCAN Estimates of Incidence and Mortality Worldwide for 36 Cancers in 185 Countries. CA Cancer J Clin 2021, 71, 209–249. [Google Scholar] [CrossRef] [PubMed]
- Brierley, J.D.; Gospodarowicz, M.K.; Wittenkind, C. TNM Classification of Malignant Tumours 8e; John Wiley & Sons, Inc.: HobLoken, NJ, USA, 2017. [Google Scholar]
- Komori, T.; Ono, M.; Hara, E.S.; Ueda, J.; Nguyen, H.T.T; Nguyen, H.T.; Yonezawa, T.; Maeba, T.; Kimura-Ono, A.; Takarada, T.; Momota, R.; Maekawa, K.; Kuboki, T.; Oohashi, T. Type IV collagen α6 chain is a regulator of keratin 10 in keratinization of oral mucosal epithelium. Sci Rep 2018, 8, 2612. [Google Scholar] [CrossRef] [PubMed]
- Warnakulasuriya, S. Global epidemiology of oral and oropharyngeal cancer. Oral Oncol 2009, 45, 309–316. [Google Scholar] [CrossRef] [PubMed]
- NCCN Guidelines for Head and Neck Cancers (Version 1.2022). Available online: https://www.nccn.org/professionals/physician_gls/pdf/head-and-neck.pdf (accessed on 20 June 2022).
- Fukumoto, C.; Ogisawa, S.; Tani, M.; Hyodo, T.; Kamimura, R.; Sawatani, Y.; et al. Clinical characteristics, treatment methods and prognoses of patients with oral squamous cell carcinoma in Japanese population: a single institution retrospective cohort study. BMC Geriatr 2020, 20, 487. [Google Scholar] [CrossRef]
- Fukumoto, C.; Sawatani, Y.; Shiraishi, R.; Zama, M.; Shimura, M.; Hasegawa, T.; Komiyama, Y.; Fujita, A.; Wakui, T.; Kawamata, H. Effectiveness of cetuximab as preemptive postsurgical therapy for oral squamous cell carcinoma patients with major risk: A single-center retrospective cohort study. Investig New Drugs 2021, 39, 846–852. [Google Scholar] [CrossRef] [PubMed]
- Fukumoto, C.; Oshima, R.; Sawatani, Y.; Shiraishi, R.; Hyodo, T.; Kamimura, R.; Hasegawa, T.; Komiyama, Y.; Izumi, S.; Fujita, A.; et al. Surveillance for patients with oral squamous cell carcinoma after complete surgical resection as primary treatment: A single-center retrospective cohort study. Cancers 2021, 13, 5843. [Google Scholar] [CrossRef]
- Ferris, R.L.; Blumenschein, G.; Fayette, J.; Guigay, J.; Colevas, A.D.; Licitra, L.; Harrington, K.; Kasper, S.; Vokes, E.E.; Even, C.; et al. Nivolumab for recurrent squamous-cell carcinoma of the head and neck. N Engl J Med 2016, 375, 1856–1867. [Google Scholar] [CrossRef]
- Burtness, B.; Harrington, K.J.; Greil, R.; Soulieres, D.; Tahara, M.; de Castro, G., Jr.; Psyrri, A.; Baste, N.; Neupane, P.; Bratland, A.; et al. Pembrolizumab alone or with chemotherapy versus cetuximab with chemotherapy for recurrent or metastatic squamous cell carcinoma of the head and neck (KEYNOTE-048): A randomised, open-label, phase 3 study. Lancet 2019, 394, 1915–1928. [Google Scholar] [CrossRef]
- Chamoto, K.; Al-Habsi, M.; Honjo, T. Role of PD-1 in immunity and diseases. Emerging concepts targeting immune checkpoints in cancer and autoimmunity. Journal Name Year, Volume, 75–97.
- Topalian, S.L.; Taube, J.M.; Pardoll, D.M. Neoadjuvant checkpoint blockade for cancer immunotherapy. Science 2020, 367, 6477. [Google Scholar] [CrossRef]
- Abril-Rodriguez, G.; Ribas, A. SnapShot: Immune checkpoint inhibitors. Cancer Cell 2017, 31, 848–848.e1. [Google Scholar] [CrossRef] [PubMed]
- Zhang, Y.; Yao, Q.; Pan, Y.; Fang, X.; Xu, H.; Zhao, T.; Zhu, G.; Jiang, T.; Li, S.; Cao, H. Efficacy and safety of PD-1/PD-L1 checkpoint inhibitors versus anti-PD-1/PD-L1 combined with other therapies for tumors: A systematic review. Cancers (Basel) 2023, 15, 682. [Google Scholar] [CrossRef] [PubMed]
- Korman, A.J.; Garrett-Thomson, S.C.; Lonberg, N. The foundations of immune checkpoint blockade and the ipilimumab approval decennial. Nat Rev Drug Discov 2021, 21, 509–528. [Google Scholar] [CrossRef] [PubMed]
- Moskovitz, J.; Moy, J.; Ferris, R.L. Immunotherapy for head and neck squamous cell carcinoma. Curr Oncol Rep 2018, 20, 22. [Google Scholar] [CrossRef] [PubMed]
- Shimada, K.; Ochiai, T.; Shen, F.C.; Hasegawa, H. Phenotypic alteration of basal cells in oral lichen planus; switching keratin 19 and desmoglein 1 expression. J Oral Sci 2018, 60, 507–513. [Google Scholar] [CrossRef]
- Sequeira, I.; Neves.; J.F.; Carrero.; D. et al. Immunomodulatory role of keratin 76 in oral and gastric cancer. Nat Commun 2018, 9, 3437. [CrossRef]
- Sequeira, I.; Watt, F.M. The role of keratins in modulating carcinogenesis via communication with cells of the immune system. Cell Stress 2019, 3, 136–138. [Google Scholar] [CrossRef]
- Lin, D.; Hu, Q.; Yang, L.; Zeng, X.; Xiao, Y.; Wang, D.; Dai, W.; Lu, H.; Fang, J.; Tang, Z.; Wang, Z. The niche-specialist and age-related oral microbial ecosystem: crosstalk with host immune cells in homeostasis. Microb Genom. 2022, 8, mgen000811. [Google Scholar] [CrossRef]
- Wang, R.; Zhang, C.; Cao, Y.; Wang, J.; Jiao, S.; Zhang, J.; Wang, M.; Tang, P.; Ouyang, Z.; Liang, W.; Mao, Y.; Wang, A.; Li, G.; Zhang, J.; Wang, M.; Wang, S.; Gui, X. Blockade of dual immune checkpoint inhibitory signals with a CD47/PD-L1 bispecific antibody for cancer treatment. Theranostics 2023, 13, 148–160. [Google Scholar] [CrossRef]
- Chen, S.H.; Dominik, P.K.; Stanfield, J.; Ding, S.; Yang, W.; Kurd, N.; Llewellyn, R.; Heyen, J.; Wang, C.; Melton, Z.; Van Blarcom, T.; Lindquist, K.C.; Chaparro-Riggers, J.; Salek-Ardakani, S. Dual checkpoint blockade of CD47 and PD-L1 using an affinity-tuned bispecific antibody maximizes antitumor immunity. J Immunother Cancer 2021, 9, e003464. [Google Scholar] [CrossRef]
- Son, J.; Hsieh, R.C.; Lin, H.Y.; Krause, K.J.; Yuan, Y.; Biter, A.B.; Welsh, J.; Curran, M.A.; Hong, D.S. Inhibition of the CD47-SIRPα axis for cancer therapy: A systematic review and meta-analysis of emerging clinical data. Front Immunol 2022, 13, 1027235. [Google Scholar] [CrossRef] [PubMed]
- Veillette, A.; Chen, J. SIRPα-CD47 immune checkpoint blockade in anticancer therapy. Trends Immunol 2018, 39, 173–184. [Google Scholar] [CrossRef] [PubMed]
- Weiskopf, K. Cancer immunotherapy targeting the CD47/SIRPα axis. Eur J Cancer 2017, 76, 100–109. [Google Scholar] [CrossRef] [PubMed]
- Yang, H.; Xun, Y.; You, H. The landscape overview of CD47-based immunotherapy for hematological malignancies. Biomarker Res 2023, 11, 15. [Google Scholar] [CrossRef]
- Qu, T.; Zhong, T.; Pang, X.; Huang, Z.; Jin, C.; Wang, Z. M.; Li, B.; Xia, Y. Ligufalimab.; a novel anti-CD47 antibody with no hemagglutination demonstrates both monotherapy and combo antitumor activity. J Immunother Cancer 2022, 10, e005517. [Google Scholar] [CrossRef] [PubMed]
- Li, Y.; Liu, J.; Chen, W.; Wang, W.; Yang, F.; Liu, X.; Sheng, Y.; Du, K.; He, M.; Lyu, X.; Li, H.; Zhao, L.; Wei, Z.; Wang, F.; Zheng, S.; Sui, J. A pH-dependent anti-CD47 antibody that selectively targets solid tumors and improves therapeutic efficacy and safety. J Hematol Oncol 2023, 16, 2. [Google Scholar] [CrossRef] [PubMed]
- Matlung, H.L.; Szilagyi, K.; Barclay, NA.; et al. The CD47-SIRPα signaling axis as an innate immune checkpoint in cancer. Immunol Rev 2017, 276, 145–164. [Google Scholar] [CrossRef]
- Lakhani, N.J.; Patnaik, A.; Liao. J, B.; et al. A phase Ib study of the anti-CD47 antibody magrolimab with the PD-L1 inhibitor avelumab (a) in solid tumor (ST) and ovarian cancer (OC) patients. J Clin Oncol 2020, 38, 18. [Google Scholar] [CrossRef]
- Matoba, T.; Imai, M.; Ohkura, N.; Kawakita, D.; Ijichi, K.; Toyama, T.; Morita, A.; Murakami, S.; Sakaguchi, S.; Yamazaki, S. Regulatory T cells expressing abundant CTLA-4 on the cell surface with a proliferative gene profile are key features of human head and neck cancer. Int J Cancer 2019, 144, 2811–2822. [Google Scholar] [CrossRef]
- Minohara, K.; Imai, M.; Matoba, T.; Wing, J.B.; Shime, H.; Odanaka, M.; Uraki, R.; Kawakita, D.; Toyama, T.; Takahashi, S.; Morita, A.; Murakami, S.; Ohkura, N.; Sakaguchi, S.; Iwasaki, S.; Yamazaki, S. Mature dendritic cells enriched in regulatory molecules may control regulatory T cells and the prognosis of head and neck cancer. Cancer Sci 2023, 114, 1256–1269. [Google Scholar] [CrossRef]






| Immune-related factors | Summary of factors | Criteria for immunohistochemical staining | Criteria for immunohistochemical staining (two classifications: negative/positive) |
|---|---|---|---|
| PD-L1 | Immune escape from T cells in tumors. | ND: CPS <1, +: 1 ≤ CPS < 20, ++: CPS ≥20 | negative: CPS <1, positive: 1 ≤CPS |
| PD-1 | Receptor on the surface of active T cells. Increased by T cell exhaustion. | Percentage of positive cells (×200) ND: <5%, +: 5-25%, ++: 26-50%, +++: ≥51% |
negative: ND, +, positive: ++, +++ |
| CD4 | Marker of helper T cells. | Percentage of positive cells (×200) ND: ≤1 cell, +: 2-4 cells, ++: ≥5 cells, +++: cellular aggregate |
negative: ND, +, positive: ++, +++ |
| CD8 | Marker of cytotoxic T cells. | Percentage of positive cells (×200) ND: <5%, +: 5-25%, ++: 26-50%, +++: ≥51% |
negative: ND, +, positive: ++, +++ |
| CD47 | Immune escape from cDCs and M1 macrophages in tumors. | Percentage of positive cells (×200) ND: <5%, +: 5-25%, ++: 26-50%, +++: ≥51% |
negative: ND, +, ++ positive: +++ |
| CD56 | Marker of NK cells. | Percentage of positive cells (×400) ND: negative, +: positive |
same as on the left |
| CD11c | Markers of conventional dendritic cells (cDCs) and M1 macrophages. | Percentage of positive cells (×400) ND: <10 cells, +: 10-50 cells, ++: ≥51 cells |
negative: ND, positive: +, ++ |
| Variable | n | % |
|---|---|---|
| Gender, male, n (%) | 13 | (61.9) |
| Gender, female, n (%) | 8 | (38.1) |
| Age, mean (SD) y | 64.9 | (15.4) |
| Age, median y | 66.5 | |
| Primary site, n (%) | ||
| Tongue | 6 | (28.6) |
| Buccal mucosa | 3 | (14.3) |
| Mandibular gingiva | 8 | (38.1) |
| Maxillary gingiva | 4 | (19.0) |
| Clinical T stage, n (%) | ||
| T1 | 2 | (9.5) |
| T2 | 4 | (19.0) |
| T4a | 14 | (66.7) |
| T4b | 1 | (4.8) |
| Clinical N stage, n (%) | ||
| N0 | 9 | (42.9) |
| N1 | 5 | (23.8) |
| N2a | 1 | (4.8) |
| N2b | 4 | (19.0) |
| N2c | 2 | (9.5) |
| Clinical Stage, n (%) | ||
| Stage 1 | 2 | (9.5) |
| Stage 2 | 3 | (14.3) |
| Stage 3 | 1 | (4.8) |
| Stage 4a | 15 | (71.4) |
| Death in 5 years period, n (%) | 5 | (23.8) |
| Recurrence or metastasis in 5-year period, n (%) | 3 | (14.3) |
| No. | Gender | Age | Primary site | T | N | stage | PD-L1 | PD-1 | CD4 | CD8 | CD47 | CD56 | CD11c |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | F | 75 | Maxillary gingiva | 4a | 1 | 4a | ++ | ++ | +++ | +++ | +++ | + | + |
| 2 | M | 65 | Tongue | 1 | 0 | 1 | + | ++ | + | + | +++ | ND | ND |
| 3 | M | 61 | Mandibular gingiva | 4a | 0 | 4a | + | +++ | +++ | +++ | +++ | ND | + |
| 4 | M | 72 | Mandibular gingiva | 4a | 1 | 4a | ++ | ++ | +++ | +++ | + | + | ND |
| 5 | F | 75 | Buccal mucosa | 2 | 0 | 2 | + | +++ | +++ | ++ | +++ | + | ND |
| 6 | M | 40 | Tongue | 2 | 0 | 2 | ++ | ++ | + | ++ | +++ | ND | ND |
| 7 | M | 40 | Maxillary gingiva | 4b | 2c | 4a | + | ND | ND | ND | ++ | ND | ND |
| 8 | M | 57 | Tongue | 4a | 2a | 4a | + | + | ND | + | +++ | ND | ND |
| 9 | F | 67 | Mandibular gingiva | 4a | 0 | 4a | ND | + | + | ++ | +++ | ND | + |
| 10 | F | 72 | Maxillary gingiva | 4a | 1 | 4a | ND | + | + | +++ | + | ND | ND |
| 11 | M | 71 | Tongue | 4a | 2b | 4a | + | ND | ++ | ND | +++ | ND | + |
| 12 | M | 72 | Buccal mucosa | 4a | 2b | 4a | + | ND | ++ | ++ | +++ | ND | ND |
| 13 | M | 41 | Tongue | 2 | 0 | 2 | + | ++ | ND | ++ | +++ | ND | ND |
| 14 | F | 46 | Maxillary gingiva | 4a | 2b | 4a | ++ | ND | +++ | ++ | + | + | + |
| 15 | M | 73 | Mandibular gingiva | 4a | 1 | 4a | ++ | ND | ++ | ++ | ++ | ND | ND |
| 16 | F | 56 | Tongue | 2 | 1 | 3 | + | ++ | ++ | +++ | +++ | + | ND |
| 17 | M | 72 | Buccal mucosa | 4a | 2b | 4a | + | ++ | ND | + | +++ | ND | ND |
| 18 | M | 66 | Mandibular gingiva | 4a | 2c | 4a | + | ND | + | + | ++ | ND | ND |
| 19 | F | 78 | Mandibular gingiva | 4a | 0 | 4a | ND | ND | +++ | +++ | ++ | ND | ND |
| 20 | F | 90 | Mandibular gingiva | 4a | 0 | 4a | + | ND | + | + | ++ | ND | ND |
| 21 | M | 75 | Mandibular gingiva | 1 | 0 | 1 | ND | + | +++ | ND | ++ | ND | ND |
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