Skip to main content
Top
Published in: Journal of Experimental & Clinical Cancer Research 1/2024

Open Access 01-12-2024 | Research

Analysis of the effect of CCR7 on the microenvironment of mouse oral squamous cell carcinoma by single-cell RNA sequencing technology

Authors: Zengxu Wang, Keith L. Kirkwood, Yao Wang, Weidong Du, Shanfeng Lin, Wanhang Zhou, Cong Yan, Jiaxing Gao, Zhenning Li, Changfu Sun, Fayu Liu

Published in: Journal of Experimental & Clinical Cancer Research | Issue 1/2024

Login to get access

Abstract

Background

Studies have shown that CCR7, an important inflammatory factor, can promote the proliferation and metastasis of oral squamous cell carcinoma (OSCC), but its role in the tumor microenvironment (TME) remains unclear. This paper explores the role of CCR7 in the TME of OSCC.

Methods

In this work, we constructed CCR7 gene knockout mice and OSCC mouse models. Single-cell RNA sequencing (scRNA-seq) and bioinformatics were used to analyze the differences in the OSCC microenvironment between three CCR7 gene knockout mice (KO) and three wild-type mice (WT). Immunohistochemistry, immunofluorescence staining, and flow cytometry were used to analyze the expression of key genes in significantly different cell types between the KO and WT groups. An in vitro experiment was used to verify the effect of CCR7 on M2 macrophage polarization.

Results

In the mouse OSCC models, the tumor growth rate in the KO group was significantly lower than that in the WT group. Eight main cell types (including tumor cells, fibroblasts, macrophages, granulocytes, T cells, endothelial cells, monocytes, and B cells) were identified by Seurat analysis. The scRNA-seq results showed that the proportion of tumor cells was lower, but the proportion of inflammatory cells was significantly higher in the KO group than in the WT group. CellPhoneDB analysis results indicated a strong interaction relationship between tumor cells and macrophages, T cells, fibroblasts, and endothelial cells. Functional enrichment results indicated that the expression level of the Dusp1 gene in the KO group was generally higher than that in the WT group in various cell types. Macrophage subclustering results indicated that the proportion of M2 macrophages in the KO group was lower than that in the WT group. In vitro experimental results showed that CCR7 can promote M2 macrophage polarization, thus promoting the proliferation, invasion and migration of OSCC cells.

Conclusions

CCR7 gene knockout can significantly inhibit the growth of mouse oral squamous cell carcinoma by promoting the polarization of M2 macrophages.
Appendix
Available only for authorised users
Literature
1.
go back to reference Chamoli A, Gosavi AS, Shirwadkar UP, Wangdale KV, Behera SK, Kurrey NK, Kalia K, Mandoli A. Overview of oral cavity squamous cell carcinoma: risk factors, mechanisms, and diagnostics. Oral Oncol. 2021;121:105451.PubMedCrossRef Chamoli A, Gosavi AS, Shirwadkar UP, Wangdale KV, Behera SK, Kurrey NK, Kalia K, Mandoli A. Overview of oral cavity squamous cell carcinoma: risk factors, mechanisms, and diagnostics. Oral Oncol. 2021;121:105451.PubMedCrossRef
2.
go back to reference Warnakulasuriya S, Kujan O, Aguirre-Urizar JM, Bagan JV, González-Moles M, Kerr AR, Lodi G, Mello FW, Monteiro L, Ogden GR, et al. Oral potentially malignant disorders: a consensus report from an international seminar on nomenclature and classification, convened by the WHO collaborating centre for oral cancer. Oral Dis. 2021;27:1862–80.PubMedCrossRef Warnakulasuriya S, Kujan O, Aguirre-Urizar JM, Bagan JV, González-Moles M, Kerr AR, Lodi G, Mello FW, Monteiro L, Ogden GR, et al. Oral potentially malignant disorders: a consensus report from an international seminar on nomenclature and classification, convened by the WHO collaborating centre for oral cancer. Oral Dis. 2021;27:1862–80.PubMedCrossRef
3.
go back to reference Machiels J, René Leemans C, Golusinski W, Grau C, Licitra L, Gregoire V. JAooojotESfMO: Squamous cell carcinoma of the oral cavity, larynx, oropharynx and hypopharynx: EHNS-ESMO-ESTRO clinical practice guidelines for diagnosis, treatment and follow-up. Ann Oncol. 2020;31:1462–75.PubMedCrossRef Machiels J, René Leemans C, Golusinski W, Grau C, Licitra L, Gregoire V. JAooojotESfMO: Squamous cell carcinoma of the oral cavity, larynx, oropharynx and hypopharynx: EHNS-ESMO-ESTRO clinical practice guidelines for diagnosis, treatment and follow-up. Ann Oncol. 2020;31:1462–75.PubMedCrossRef
4.
go back to reference Kwapisz D. Pembrolizumab and atezolizumab in triple-negative breast cancer. Cancer Immunol Immunother. 2021;70:607–17.PubMedCrossRef Kwapisz D. Pembrolizumab and atezolizumab in triple-negative breast cancer. Cancer Immunol Immunother. 2021;70:607–17.PubMedCrossRef
5.
go back to reference Alsahafi E, Begg K, Amelio I, Raulf N, Lucarelli P, Sauter T, Tavassoli M. Clinical update on head and neck cancer: molecular biology and ongoing challenges. Cell Death Dis. 2019;10:540.PubMedPubMedCentralCrossRef Alsahafi E, Begg K, Amelio I, Raulf N, Lucarelli P, Sauter T, Tavassoli M. Clinical update on head and neck cancer: molecular biology and ongoing challenges. Cell Death Dis. 2019;10:540.PubMedPubMedCentralCrossRef
6.
go back to reference Ferris RL, Blumenschein G Jr, Fayette J, Guigay J, Colevas AD, Licitra L, Harrington K, Kasper S, Vokes EE, Even C, et al. Nivolumab for recurrent squamous-cell carcinoma of the head and neck. N Engl J Med. 2016;375:1856–67.PubMedPubMedCentralCrossRef Ferris RL, Blumenschein G Jr, Fayette J, Guigay J, Colevas AD, Licitra L, Harrington K, Kasper S, Vokes EE, Even C, et al. Nivolumab for recurrent squamous-cell carcinoma of the head and neck. N Engl J Med. 2016;375:1856–67.PubMedPubMedCentralCrossRef
7.
8.
go back to reference Elmusrati AA, Pilborough AE, Khurram SA, Lambert DW. Cancer-associated fibroblasts promote bone invasion in oral squamous cell carcinoma. Br J Cancer. 2017;117:867–75.PubMedPubMedCentralCrossRef Elmusrati AA, Pilborough AE, Khurram SA, Lambert DW. Cancer-associated fibroblasts promote bone invasion in oral squamous cell carcinoma. Br J Cancer. 2017;117:867–75.PubMedPubMedCentralCrossRef
9.
go back to reference Essa AA, Yamazaki M, Maruyama S, Abé T, Babkair H, Raghib AM, Megahed EM, Cheng J, Saku T. Tumour-associated macrophages are recruited and differentiated in the neoplastic stroma of oral squamous cell carcinoma. Pathology. 2016;48:219–27.PubMedCrossRef Essa AA, Yamazaki M, Maruyama S, Abé T, Babkair H, Raghib AM, Megahed EM, Cheng J, Saku T. Tumour-associated macrophages are recruited and differentiated in the neoplastic stroma of oral squamous cell carcinoma. Pathology. 2016;48:219–27.PubMedCrossRef
10.
go back to reference Peltanova B, Raudenska M, Masarik M. Effect of tumor microenvironment on pathogenesis of the head and neck squamous cell carcinoma: a systematic review. Mol Cancer. 2019;18:63.PubMedPubMedCentralCrossRef Peltanova B, Raudenska M, Masarik M. Effect of tumor microenvironment on pathogenesis of the head and neck squamous cell carcinoma: a systematic review. Mol Cancer. 2019;18:63.PubMedPubMedCentralCrossRef
11.
go back to reference Wang S, Sun M, Gu C, Wang X, Chen D, Zhao E, Jiao X, Zheng J. Expression of CD163, interleukin-10, and interferon-gamma in oral squamous cell carcinoma: mutual relationships and prognostic implications. Eur J Oral Sci. 2014;122:202–9.PubMedCrossRef Wang S, Sun M, Gu C, Wang X, Chen D, Zhao E, Jiao X, Zheng J. Expression of CD163, interleukin-10, and interferon-gamma in oral squamous cell carcinoma: mutual relationships and prognostic implications. Eur J Oral Sci. 2014;122:202–9.PubMedCrossRef
12.
go back to reference Xiao M, Zhang J, Chen W, Chen W. M1-like tumor-associated macrophages activated by exosome-transferred THBS1 promote malignant migration in oral squamous cell carcinoma. J Exp Clin Cancer Res. 2018;37:143.PubMedPubMedCentralCrossRef Xiao M, Zhang J, Chen W, Chen W. M1-like tumor-associated macrophages activated by exosome-transferred THBS1 promote malignant migration in oral squamous cell carcinoma. J Exp Clin Cancer Res. 2018;37:143.PubMedPubMedCentralCrossRef
13.
go back to reference Mori K, Hiroi M, Shimada J, Ohmori Y. Infiltration of m2 tumor-associated macrophages in oral squamous cell carcinoma correlates with tumor malignancy. Cancers (Basel). 2011;3:3726–39.PubMedCrossRef Mori K, Hiroi M, Shimada J, Ohmori Y. Infiltration of m2 tumor-associated macrophages in oral squamous cell carcinoma correlates with tumor malignancy. Cancers (Basel). 2011;3:3726–39.PubMedCrossRef
14.
go back to reference Costa NL, Valadares MC, Souza PP, Mendonça EF, Oliveira JC, Silva TA, Batista AC. Tumor-associated macrophages and the profile of inflammatory cytokines in oral squamous cell carcinoma. Oral Oncol. 2013;49:216–23.PubMedCrossRef Costa NL, Valadares MC, Souza PP, Mendonça EF, Oliveira JC, Silva TA, Batista AC. Tumor-associated macrophages and the profile of inflammatory cytokines in oral squamous cell carcinoma. Oral Oncol. 2013;49:216–23.PubMedCrossRef
15.
go back to reference Nguyen N, Bellile E, Thomas D, McHugh J, Rozek L, Virani S, Peterson L, Carey TE, Walline H, Moyer J, et al. Tumor infiltrating lymphocytes and survival in patients with head and neck squamous cell carcinoma. Head Neck. 2016;38:1074–84.PubMedPubMedCentralCrossRef Nguyen N, Bellile E, Thomas D, McHugh J, Rozek L, Virani S, Peterson L, Carey TE, Walline H, Moyer J, et al. Tumor infiltrating lymphocytes and survival in patients with head and neck squamous cell carcinoma. Head Neck. 2016;38:1074–84.PubMedPubMedCentralCrossRef
16.
go back to reference de Ruiter EJ, Ooft ML, Devriese LA, Willems SM. The prognostic role of tumor infiltrating T-lymphocytes in squamous cell carcinoma of the head and neck: a systematic review and meta-analysis. Oncoimmunology. 2017;6:e1356148.PubMedPubMedCentralCrossRef de Ruiter EJ, Ooft ML, Devriese LA, Willems SM. The prognostic role of tumor infiltrating T-lymphocytes in squamous cell carcinoma of the head and neck: a systematic review and meta-analysis. Oncoimmunology. 2017;6:e1356148.PubMedPubMedCentralCrossRef
18.
go back to reference Förster R, Davalos-Misslitz AC, Rot A. CCR7 and its ligands: balancing immunity and tolerance. Nat Rev Immunol. 2008;8:362–71.PubMedCrossRef Förster R, Davalos-Misslitz AC, Rot A. CCR7 and its ligands: balancing immunity and tolerance. Nat Rev Immunol. 2008;8:362–71.PubMedCrossRef
19.
go back to reference Zhang Z, Liu F, Li Z, Wang D, Li R. Sun CJOl: Jak3 is involved in CCR7-dependent migration and invasion in metastatic squamous cell carcinoma of the head and neck. Oncol Lett. 2017;13:3191–7.PubMedPubMedCentralCrossRef Zhang Z, Liu F, Li Z, Wang D, Li R. Sun CJOl: Jak3 is involved in CCR7-dependent migration and invasion in metastatic squamous cell carcinoma of the head and neck. Oncol Lett. 2017;13:3191–7.PubMedPubMedCentralCrossRef
20.
go back to reference Liu F, Zhao Z, Li P, Ding X, Zong Z. Sun CJTBjoo, surgery m: Mammalian target of rapamycin (mTOR) is involved in the survival of cells mediated by chemokine receptor 7 through PI3K/Akt in metastatic squamous cell carcinoma of the head and neck. Br J Oral Maxillofac Surg. 2010;48:291–6.PubMedCrossRef Liu F, Zhao Z, Li P, Ding X, Zong Z. Sun CJTBjoo, surgery m: Mammalian target of rapamycin (mTOR) is involved in the survival of cells mediated by chemokine receptor 7 through PI3K/Akt in metastatic squamous cell carcinoma of the head and neck. Br J Oral Maxillofac Surg. 2010;48:291–6.PubMedCrossRef
21.
go back to reference Zhen-jin Z, Peng L, Fa-yu L, Liyan S, Chang-fu SJM. biochemistry c: PKCα take part in CCR7/NF-κB autocrine signaling loop in CCR7-positive squamous cell carcinoma of head and neck. Mol Cell Biochem. 2011;357:181–7.PubMedCrossRef Zhen-jin Z, Peng L, Fa-yu L, Liyan S, Chang-fu SJM. biochemistry c: PKCα take part in CCR7/NF-κB autocrine signaling loop in CCR7-positive squamous cell carcinoma of head and neck. Mol Cell Biochem. 2011;357:181–7.PubMedCrossRef
22.
go back to reference Zhao Z, Liu F, Li P, Ding X, Zong Z. Sun CJOr: CCL19-induced chemokine receptor 7 activates the phosphoinositide-3 kinase-mediated invasive pathway through Cdc42 in metastatic squamous cell carcinoma of the head and neck. Oncol Rep. 2011;25:729–37.PubMed Zhao Z, Liu F, Li P, Ding X, Zong Z. Sun CJOr: CCL19-induced chemokine receptor 7 activates the phosphoinositide-3 kinase-mediated invasive pathway through Cdc42 in metastatic squamous cell carcinoma of the head and neck. Oncol Rep. 2011;25:729–37.PubMed
23.
go back to reference Boyle ST, Ingman WV, Poltavets V, Faulkner JW, Whitfield RJ, McColl SR, Kochetkova M. The chemokine receptor CCR7 promotes mammary tumorigenesis through amplification of stem-like cells. Oncogene. 2016;35:105–15.PubMedCrossRef Boyle ST, Ingman WV, Poltavets V, Faulkner JW, Whitfield RJ, McColl SR, Kochetkova M. The chemokine receptor CCR7 promotes mammary tumorigenesis through amplification of stem-like cells. Oncogene. 2016;35:105–15.PubMedCrossRef
24.
go back to reference Judd NP, Allen CT, Winkler AE, Uppaluri R. Comparative analysis of tumor-infiltrating lymphocytes in a syngeneic mouse model of oral cancer. Otolaryngol Head Neck Surg. 2012;147:493–500.PubMedPubMedCentralCrossRef Judd NP, Allen CT, Winkler AE, Uppaluri R. Comparative analysis of tumor-infiltrating lymphocytes in a syngeneic mouse model of oral cancer. Otolaryngol Head Neck Surg. 2012;147:493–500.PubMedPubMedCentralCrossRef
25.
go back to reference Chanput W, Mes JJ, Wichers HJ. THP-1 cell line: an in vitro cell model for immune modulation approach. Int Immunopharmacol. 2014;23:37–45.PubMedCrossRef Chanput W, Mes JJ, Wichers HJ. THP-1 cell line: an in vitro cell model for immune modulation approach. Int Immunopharmacol. 2014;23:37–45.PubMedCrossRef
26.
go back to reference Daigneault M, Preston JA, Marriott HM, Whyte MK, Dockrell DH. The identification of markers of macrophage differentiation in PMA-stimulated THP-1 cells and monocyte-derived macrophages. PLoS One. 2010;5:e8668.PubMedPubMedCentralCrossRef Daigneault M, Preston JA, Marriott HM, Whyte MK, Dockrell DH. The identification of markers of macrophage differentiation in PMA-stimulated THP-1 cells and monocyte-derived macrophages. PLoS One. 2010;5:e8668.PubMedPubMedCentralCrossRef
27.
go back to reference Judd NP, Winkler AE, Murillo-Sauca O, Brotman JJ, Law JH, Lewis JS Jr, Dunn GP, Bui JD, Sunwoo JB, Uppaluri R. ERK1/2 regulation of CD44 modulates oral cancer aggressiveness. Cancer Res. 2012;72:365–74.PubMedCrossRef Judd NP, Winkler AE, Murillo-Sauca O, Brotman JJ, Law JH, Lewis JS Jr, Dunn GP, Bui JD, Sunwoo JB, Uppaluri R. ERK1/2 regulation of CD44 modulates oral cancer aggressiveness. Cancer Res. 2012;72:365–74.PubMedCrossRef
28.
go back to reference Liberzon A. A description of the Molecular Signatures Database (MSigDB) Web site. Methods Mol Biol. 2014;1150:153–60.PubMedCrossRef Liberzon A. A description of the Molecular Signatures Database (MSigDB) Web site. Methods Mol Biol. 2014;1150:153–60.PubMedCrossRef
29.
go back to reference Benayoun BA, Pollina EA, Singh PP, Mahmoudi S, Harel I, Casey KM, Dulken BW, Kundaje A, Brunet A. Remodeling of epigenome and transcriptome landscapes with aging in mice reveals widespread induction of inflammatory responses. Genome Res. 2019;29:697–709.PubMedPubMedCentralCrossRef Benayoun BA, Pollina EA, Singh PP, Mahmoudi S, Harel I, Casey KM, Dulken BW, Kundaje A, Brunet A. Remodeling of epigenome and transcriptome landscapes with aging in mice reveals widespread induction of inflammatory responses. Genome Res. 2019;29:697–709.PubMedPubMedCentralCrossRef
30.
go back to reference Efremova M, Vento-Tormo M, Teichmann SA, Vento-Tormo R. Cell PhoneDB: inferring cell-cell communication from combined expression of multi-subunit ligand-receptor complexes. Nat Protoc. 2020;15:1484–506.PubMedCrossRef Efremova M, Vento-Tormo M, Teichmann SA, Vento-Tormo R. Cell PhoneDB: inferring cell-cell communication from combined expression of multi-subunit ligand-receptor complexes. Nat Protoc. 2020;15:1484–506.PubMedCrossRef
31.
go back to reference Tang Z, Li C, Kang B, Gao G, Li C, Zhang Z. GEPIA: a web server for cancer and normal gene expression profiling and interactive analyses. Nucleic Acids Res. 2017;45:W98-w102.PubMedPubMedCentralCrossRef Tang Z, Li C, Kang B, Gao G, Li C, Zhang Z. GEPIA: a web server for cancer and normal gene expression profiling and interactive analyses. Nucleic Acids Res. 2017;45:W98-w102.PubMedPubMedCentralCrossRef
32.
go back to reference Liu FY, Zhao ZJ, Li P, Ding X, Guo N, Yang LL, Zong ZH, Sun CF. NF-κB participates in chemokine receptor 7-mediated cell survival in metastatic squamous cell carcinoma of the head and neck. Oncol Rep. 2011;25:383–91.PubMed Liu FY, Zhao ZJ, Li P, Ding X, Guo N, Yang LL, Zong ZH, Sun CF. NF-κB participates in chemokine receptor 7-mediated cell survival in metastatic squamous cell carcinoma of the head and neck. Oncol Rep. 2011;25:383–91.PubMed
33.
go back to reference McGinnis CS, Murrow LM, Gartner ZJ. DoubletFinder: Doublet Detection in Single-Cell RNA Sequencing Data Using Artificial Nearest Neighbors. Cell Syst. 2019;8:329-337.e324.PubMedPubMedCentralCrossRef McGinnis CS, Murrow LM, Gartner ZJ. DoubletFinder: Doublet Detection in Single-Cell RNA Sequencing Data Using Artificial Nearest Neighbors. Cell Syst. 2019;8:329-337.e324.PubMedPubMedCentralCrossRef
34.
go back to reference Aran D, Looney AP, Liu L, Wu E, Fong V, Hsu A, Chak S, Naikawadi RP, Wolters PJ, Abate AR, et al. Reference-based analysis of lung single-cell sequencing reveals a transitional profibrotic macrophage. Nat Immunol. 2019;20:163–72.PubMedPubMedCentralCrossRef Aran D, Looney AP, Liu L, Wu E, Fong V, Hsu A, Chak S, Naikawadi RP, Wolters PJ, Abate AR, et al. Reference-based analysis of lung single-cell sequencing reveals a transitional profibrotic macrophage. Nat Immunol. 2019;20:163–72.PubMedPubMedCentralCrossRef
35.
go back to reference Li F, Wen H, Bukhari I, Liu B, Guo C, Ren F, Tang Y, Mi Y, Zheng P. Relationship Between CNVs and Immune Cells Infiltration in Gastric Tumor Microenvironment. Front Genet. 2022;13:869967.PubMedPubMedCentralCrossRef Li F, Wen H, Bukhari I, Liu B, Guo C, Ren F, Tang Y, Mi Y, Zheng P. Relationship Between CNVs and Immune Cells Infiltration in Gastric Tumor Microenvironment. Front Genet. 2022;13:869967.PubMedPubMedCentralCrossRef
36.
go back to reference Chen K, Wang Y, Hou Y, Wang Q, Long D, Liu X, Tian X, Yang Y. Single cell RNA-seq reveals the CCL5/SDC1 receptor-ligand interaction between T cells and tumor cells in pancreatic cancer. Cancer Lett. 2022;545:215834.PubMedCrossRef Chen K, Wang Y, Hou Y, Wang Q, Long D, Liu X, Tian X, Yang Y. Single cell RNA-seq reveals the CCL5/SDC1 receptor-ligand interaction between T cells and tumor cells in pancreatic cancer. Cancer Lett. 2022;545:215834.PubMedCrossRef
37.
go back to reference Chen K, Liu X, Liu W, Wang F, Tian X, Yang Y. Development and validation of prognostic and diagnostic model for pancreatic ductal adenocarcinoma based on scRNA-seq and bulk-seq datasets. Hum Mol Genet. 2022;31:1705–19.PubMedCrossRef Chen K, Liu X, Liu W, Wang F, Tian X, Yang Y. Development and validation of prognostic and diagnostic model for pancreatic ductal adenocarcinoma based on scRNA-seq and bulk-seq datasets. Hum Mol Genet. 2022;31:1705–19.PubMedCrossRef
38.
go back to reference Patel AP, Tirosh I, Trombetta JJ, Shalek AK, Gillespie SM, Wakimoto H, Cahill DP, Nahed BV, Curry WT, Martuza RL, et al. Single-cell RNA-seq highlights intratumoral heterogeneity in primary glioblastoma. Science. 2014;344:1396–401.PubMedPubMedCentralCrossRef Patel AP, Tirosh I, Trombetta JJ, Shalek AK, Gillespie SM, Wakimoto H, Cahill DP, Nahed BV, Curry WT, Martuza RL, et al. Single-cell RNA-seq highlights intratumoral heterogeneity in primary glioblastoma. Science. 2014;344:1396–401.PubMedPubMedCentralCrossRef
39.
go back to reference Gladka MM, Molenaar B, de Ruiter H, van der Elst S, Tsui H, Versteeg D, Lacraz GPA, Huibers MMH, van Oudenaarden A, van Rooij E. Single-Cell Sequencing of the Healthy and Diseased Heart Reveals Cytoskeleton-Associated Protein 4 as a New Modulator of Fibroblasts Activation. Circulation. 2018;138:166–80.PubMedCrossRef Gladka MM, Molenaar B, de Ruiter H, van der Elst S, Tsui H, Versteeg D, Lacraz GPA, Huibers MMH, van Oudenaarden A, van Rooij E. Single-Cell Sequencing of the Healthy and Diseased Heart Reveals Cytoskeleton-Associated Protein 4 as a New Modulator of Fibroblasts Activation. Circulation. 2018;138:166–80.PubMedCrossRef
40.
go back to reference Pan X, Chen X, Ren Q, Yue L, Niu S, Li Z, Zhu R, Chen X, Jia Z, Zhen R, et al. Single-cell transcriptomics identifies Col1a1 and Col1a2 as hub genes in obesity-induced cardiac fibrosis. Biochem Biophys Res Commun. 2022;618:30–7.PubMedCrossRef Pan X, Chen X, Ren Q, Yue L, Niu S, Li Z, Zhu R, Chen X, Jia Z, Zhen R, et al. Single-cell transcriptomics identifies Col1a1 and Col1a2 as hub genes in obesity-induced cardiac fibrosis. Biochem Biophys Res Commun. 2022;618:30–7.PubMedCrossRef
41.
go back to reference Song Q, Hawkins GA, Wudel L, Chou PC, Forbes E, Pullikuth AK, Liu L, Jin G, Craddock L, Topaloglu U, et al. Dissecting intratumoral myeloid cell plasticity by single cell RNA-seq. Cancer Med. 2019;8:3072–85.PubMedPubMedCentralCrossRef Song Q, Hawkins GA, Wudel L, Chou PC, Forbes E, Pullikuth AK, Liu L, Jin G, Craddock L, Topaloglu U, et al. Dissecting intratumoral myeloid cell plasticity by single cell RNA-seq. Cancer Med. 2019;8:3072–85.PubMedPubMedCentralCrossRef
42.
go back to reference Sreejit G, Abdel-Latif A, Athmanathan B, Annabathula R, Dhyani A, Noothi SK, Quaife-Ryan GA, Al-Sharea A, Pernes G, Dragoljevic D, et al. Neutrophil-Derived S100A8/A9 amplify granulopoiesis after myocardial infarction. Circulation. 2020;141:1080–94.PubMedPubMedCentralCrossRef Sreejit G, Abdel-Latif A, Athmanathan B, Annabathula R, Dhyani A, Noothi SK, Quaife-Ryan GA, Al-Sharea A, Pernes G, Dragoljevic D, et al. Neutrophil-Derived S100A8/A9 amplify granulopoiesis after myocardial infarction. Circulation. 2020;141:1080–94.PubMedPubMedCentralCrossRef
43.
go back to reference Wu H, Dong J, Yu H, Wang K, Dai W, Zhang X, Hu N, Yin L, Tang D, Liu F, Dai Y. Single-Cell RNA and ATAC Sequencing Reveal Hemodialysis-Related Immune Dysregulation of Circulating Immune Cell Subpopulations. Front Immunol. 2022;13:878226.PubMedPubMedCentralCrossRef Wu H, Dong J, Yu H, Wang K, Dai W, Zhang X, Hu N, Yin L, Tang D, Liu F, Dai Y. Single-Cell RNA and ATAC Sequencing Reveal Hemodialysis-Related Immune Dysregulation of Circulating Immune Cell Subpopulations. Front Immunol. 2022;13:878226.PubMedPubMedCentralCrossRef
44.
go back to reference Camps M, Nichols A, Arkinstall SJFjopotFoASfEB: Dual specificity phosphatases: a gene family for control of MAP kinase function. FASEB J. 2000;14:6–16. Camps M, Nichols A, Arkinstall SJFjopotFoASfEB: Dual specificity phosphatases: a gene family for control of MAP kinase function. FASEB J. 2000;14:6–16.
45.
go back to reference Barman PK, Shin JE, Lewis SA, Kang S, Wu D, Wang Y, Yang X, Nagarkatti PS, Nagarkatti M, Messaoudi I, et al. Production of MHCII-expressing classical monocytes increases during aging in mice and humans. Aging Cell. 2022;21:e13701.PubMedPubMedCentralCrossRef Barman PK, Shin JE, Lewis SA, Kang S, Wu D, Wang Y, Yang X, Nagarkatti PS, Nagarkatti M, Messaoudi I, et al. Production of MHCII-expressing classical monocytes increases during aging in mice and humans. Aging Cell. 2022;21:e13701.PubMedPubMedCentralCrossRef
46.
go back to reference Huse K, Bai B, Hilden VI, Bollum LK, Våtsveen TK, Munthe LA, Smeland EB, Irish JM, Wälchli S, Myklebust JH. Mechanism of CD79A and CD79B support for IgM+ B cell fitness through B cell receptor surface expression. J Immunol. 2022;209:2042–53.PubMedCrossRef Huse K, Bai B, Hilden VI, Bollum LK, Våtsveen TK, Munthe LA, Smeland EB, Irish JM, Wälchli S, Myklebust JH. Mechanism of CD79A and CD79B support for IgM+ B cell fitness through B cell receptor surface expression. J Immunol. 2022;209:2042–53.PubMedCrossRef
47.
go back to reference Lertkiatmongkol P, Liao D, Mei H, Hu Y, Newman PJ. Endothelial functions of platelet/endothelial cell adhesion molecule-1 (CD31). Curr Opin Hematol. 2016;23:253–9.PubMedPubMedCentralCrossRef Lertkiatmongkol P, Liao D, Mei H, Hu Y, Newman PJ. Endothelial functions of platelet/endothelial cell adhesion molecule-1 (CD31). Curr Opin Hematol. 2016;23:253–9.PubMedPubMedCentralCrossRef
48.
go back to reference Rong C, Muller MF, Xiang F, Jensen A, Weichert W, Major G, Plinkert PK, Hess J, Affolter A. Adaptive ERK signalling activation in response to therapy and in silico prognostic evaluation of EGFR-MAPK in HNSCC. Br J Cancer. 2020;123:288–97.PubMedPubMedCentralCrossRef Rong C, Muller MF, Xiang F, Jensen A, Weichert W, Major G, Plinkert PK, Hess J, Affolter A. Adaptive ERK signalling activation in response to therapy and in silico prognostic evaluation of EGFR-MAPK in HNSCC. Br J Cancer. 2020;123:288–97.PubMedPubMedCentralCrossRef
49.
go back to reference Valentiner U, Knips J, Pries R, Clauditz T, Münscher A, Sauter G, Wollenberg B, Schumacher U. Selectin binding sites are involved in cell adhesive properties of head and neck squamous cell carcinoma. Cancers (Basel). 2019;11:1672.PubMedCrossRef Valentiner U, Knips J, Pries R, Clauditz T, Münscher A, Sauter G, Wollenberg B, Schumacher U. Selectin binding sites are involved in cell adhesive properties of head and neck squamous cell carcinoma. Cancers (Basel). 2019;11:1672.PubMedCrossRef
50.
go back to reference Saint A, Van Obberghen-Schilling E. The role of the tumor matrix environment in progression of head and neck cancer. Curr Opin Oncol. 2021;33:168–74.PubMedCrossRef Saint A, Van Obberghen-Schilling E. The role of the tumor matrix environment in progression of head and neck cancer. Curr Opin Oncol. 2021;33:168–74.PubMedCrossRef
51.
go back to reference Aibar S, González-Blas CB, Moerman T, Huynh-Thu VA, Imrichova H, Hulselmans G, Rambow F, Marine JC, Geurts P, Aerts J, et al. SCENIC: single-cell regulatory network inference and clustering. Nat Methods. 2017;14:1083–6.PubMedPubMedCentralCrossRef Aibar S, González-Blas CB, Moerman T, Huynh-Thu VA, Imrichova H, Hulselmans G, Rambow F, Marine JC, Geurts P, Aerts J, et al. SCENIC: single-cell regulatory network inference and clustering. Nat Methods. 2017;14:1083–6.PubMedPubMedCentralCrossRef
52.
go back to reference Li Z, Zhang L, Liu FY, Li P, He J, Kirkwood CL, Sohn J, Chan JM, Magner WJ, Kirkwood KL. MKP-1 is required to limit myeloid-cell mediated oral squamous cell carcinoma progression and regional extension. Oral Oncol. 2021;120:105401.PubMedCrossRef Li Z, Zhang L, Liu FY, Li P, He J, Kirkwood CL, Sohn J, Chan JM, Magner WJ, Kirkwood KL. MKP-1 is required to limit myeloid-cell mediated oral squamous cell carcinoma progression and regional extension. Oral Oncol. 2021;120:105401.PubMedCrossRef
53.
go back to reference Liu Y, Ji R, Li J, Gu Q, Zhao X, Sun T, Wang J, Li J, Du Q, Sun B. Correlation effect of EGFR and CXCR4 and CCR7 chemokine receptors in predicting breast cancer metastasis and prognosis. J Exp Clin Cancer Res. 2010;29:16.PubMedPubMedCentralCrossRef Liu Y, Ji R, Li J, Gu Q, Zhao X, Sun T, Wang J, Li J, Du Q, Sun B. Correlation effect of EGFR and CXCR4 and CCR7 chemokine receptors in predicting breast cancer metastasis and prognosis. J Exp Clin Cancer Res. 2010;29:16.PubMedPubMedCentralCrossRef
54.
go back to reference Cabioglu N, Yazici MS, Arun B, Broglio KR, Hortobagyi GN, Price JE, Sahin A. CCR7 and CXCR4 as novel biomarkers predicting axillary lymph node metastasis in T1 breast cancer. Clin Cancer Res. 2005;11:5686–93.PubMedCrossRef Cabioglu N, Yazici MS, Arun B, Broglio KR, Hortobagyi GN, Price JE, Sahin A. CCR7 and CXCR4 as novel biomarkers predicting axillary lymph node metastasis in T1 breast cancer. Clin Cancer Res. 2005;11:5686–93.PubMedCrossRef
55.
go back to reference Kodama J. Hasengaowa, Seki N, Kusumoto T, Hiramatsu Y: Expression of the CXCR4 and CCR7 chemokine receptors in human endometrial cancer. Eur J Gynaecol Oncol. 2007;28:370–5.PubMed Kodama J. Hasengaowa, Seki N, Kusumoto T, Hiramatsu Y: Expression of the CXCR4 and CCR7 chemokine receptors in human endometrial cancer. Eur J Gynaecol Oncol. 2007;28:370–5.PubMed
56.
go back to reference Kodama J. Hasengaowa, Kusumoto T, Seki N, Matsuo T, Ojima Y, Nakamura K, Hongo A, Hiramatsu Y: Association of CXCR4 and CCR7 chemokine receptor expression and lymph node metastasis in human cervical cancer. Ann Oncol. 2007;18:70–6.PubMedCrossRef Kodama J. Hasengaowa, Kusumoto T, Seki N, Matsuo T, Ojima Y, Nakamura K, Hongo A, Hiramatsu Y: Association of CXCR4 and CCR7 chemokine receptor expression and lymph node metastasis in human cervical cancer. Ann Oncol. 2007;18:70–6.PubMedCrossRef
57.
go back to reference Wagner PL, Moo TA, Arora N, Liu YF, Zarnegar R, Scognamiglio T, Fahey TJ 3rd. The chemokine receptors CXCR4 and CCR7 are associated with tumor size and pathologic indicators of tumor aggressiveness in papillary thyroid carcinoma. Ann Surg Oncol. 2008;15:2833–41.PubMedCrossRef Wagner PL, Moo TA, Arora N, Liu YF, Zarnegar R, Scognamiglio T, Fahey TJ 3rd. The chemokine receptors CXCR4 and CCR7 are associated with tumor size and pathologic indicators of tumor aggressiveness in papillary thyroid carcinoma. Ann Surg Oncol. 2008;15:2833–41.PubMedCrossRef
58.
go back to reference Maekawa S, Iwasaki A, Shirakusa T, Kawakami T, Yanagisawa J, Tanaka T, Shibaguchi H, Kinugasa T, Kuroki M, Kuroki M. Association between the expression of chemokine receptors CCR7 and CXCR3, and lymph node metastatic potential in lung adenocarcinoma. Oncol Rep. 2008;19:1461–8.PubMed Maekawa S, Iwasaki A, Shirakusa T, Kawakami T, Yanagisawa J, Tanaka T, Shibaguchi H, Kinugasa T, Kuroki M, Kuroki M. Association between the expression of chemokine receptors CCR7 and CXCR3, and lymph node metastatic potential in lung adenocarcinoma. Oncol Rep. 2008;19:1461–8.PubMed
59.
go back to reference Wang Q, Zou H, Wang Y, Shang J, Yang L, Shen J. CCR7-CCL21 axis promotes the cervical lymph node metastasis of tongue squamous cell carcinoma by up-regulating MUC1. J Craniomaxillofac Surg. 2021;49:562–9.PubMedCrossRef Wang Q, Zou H, Wang Y, Shang J, Yang L, Shen J. CCR7-CCL21 axis promotes the cervical lymph node metastasis of tongue squamous cell carcinoma by up-regulating MUC1. J Craniomaxillofac Surg. 2021;49:562–9.PubMedCrossRef
60.
go back to reference Shang ZJ, Liu K, Shao Z. Expression of chemokine receptor CCR7 is associated with cervical lymph node metastasis of oral squamous cell carcinoma. Oral Oncol. 2009;45:480–5.PubMedCrossRef Shang ZJ, Liu K, Shao Z. Expression of chemokine receptor CCR7 is associated with cervical lymph node metastasis of oral squamous cell carcinoma. Oral Oncol. 2009;45:480–5.PubMedCrossRef
61.
go back to reference Li P, Liu F, Sun L, Zhao Z, Ding X, Shang D, Xu Z, Sun C. Chemokine receptor 7 promotes cell migration and adhesion in metastatic squamous cell carcinoma of the head and neck by activating integrin αvβ3. Int J Mol Med. 2011;27:679–87.PubMed Li P, Liu F, Sun L, Zhao Z, Ding X, Shang D, Xu Z, Sun C. Chemokine receptor 7 promotes cell migration and adhesion in metastatic squamous cell carcinoma of the head and neck by activating integrin αvβ3. Int J Mol Med. 2011;27:679–87.PubMed
62.
go back to reference Liu FY, Safdar J, Li ZN, Fang QG, Zhang X, Xu ZF, Sun CF. CCR7 regulates cell migration and invasion through MAPKs in metastatic squamous cell carcinoma of head and neck. Int J Oncol. 2014;45:2502–10.PubMedCrossRef Liu FY, Safdar J, Li ZN, Fang QG, Zhang X, Xu ZF, Sun CF. CCR7 regulates cell migration and invasion through MAPKs in metastatic squamous cell carcinoma of head and neck. Int J Oncol. 2014;45:2502–10.PubMedCrossRef
63.
go back to reference Liu MD, Wu H, Wang S, Pang P, Jin S, Sun CF, Liu FY. MiR-1275 promotes cell migration, invasion and proliferation in squamous cell carcinoma of head and neck via up-regulating IGF-1R and CCR7. Gene. 2018;646:1–7.PubMedCrossRef Liu MD, Wu H, Wang S, Pang P, Jin S, Sun CF, Liu FY. MiR-1275 promotes cell migration, invasion and proliferation in squamous cell carcinoma of head and neck via up-regulating IGF-1R and CCR7. Gene. 2018;646:1–7.PubMedCrossRef
64.
go back to reference Wang S, Jin S, Liu MD, Pang P, Wu H, Qi ZZ, Liu FY, Sun CF. Hsa-let-7e-5p inhibits the proliferation and metastasis of head and neck squamous cell carcinoma cells by targeting chemokine receptor 7. J Cancer. 2019;10:1941–8.PubMedPubMedCentralCrossRef Wang S, Jin S, Liu MD, Pang P, Wu H, Qi ZZ, Liu FY, Sun CF. Hsa-let-7e-5p inhibits the proliferation and metastasis of head and neck squamous cell carcinoma cells by targeting chemokine receptor 7. J Cancer. 2019;10:1941–8.PubMedPubMedCentralCrossRef
65.
go back to reference Chen YP, Yin JH, Li WF, Li HJ, Chen DP, Zhang CJ, Lv JW, Wang YQ, Li XM, Li JY, et al. Single-cell transcriptomics reveals regulators underlying immune cell diversity and immune subtypes associated with prognosis in nasopharyngeal carcinoma. Cell Res. 2020;30:1024–42.PubMedPubMedCentralCrossRef Chen YP, Yin JH, Li WF, Li HJ, Chen DP, Zhang CJ, Lv JW, Wang YQ, Li XM, Li JY, et al. Single-cell transcriptomics reveals regulators underlying immune cell diversity and immune subtypes associated with prognosis in nasopharyngeal carcinoma. Cell Res. 2020;30:1024–42.PubMedPubMedCentralCrossRef
66.
go back to reference Lambrechts D, Wauters E, Boeckx B, Aibar S, Nittner D, Burton O, Bassez A, Decaluwé H, Pircher A, Van den Eynde K, et al. Phenotype molding of stromal cells in the lung tumor microenvironment. Nat Med. 2018;24:1277–89.PubMedCrossRef Lambrechts D, Wauters E, Boeckx B, Aibar S, Nittner D, Burton O, Bassez A, Decaluwé H, Pircher A, Van den Eynde K, et al. Phenotype molding of stromal cells in the lung tumor microenvironment. Nat Med. 2018;24:1277–89.PubMedCrossRef
67.
go back to reference Peng J, Sun BF, Chen CY, Zhou JY, Chen YS, Chen H, Liu L, Huang D, Jiang J, Cui GS, et al. Single-cell RNA-seq highlights intra-tumoral heterogeneity and malignant progression in pancreatic ductal adenocarcinoma. Cell Res. 2019;29:725–38.PubMedPubMedCentralCrossRef Peng J, Sun BF, Chen CY, Zhou JY, Chen YS, Chen H, Liu L, Huang D, Jiang J, Cui GS, et al. Single-cell RNA-seq highlights intra-tumoral heterogeneity and malignant progression in pancreatic ductal adenocarcinoma. Cell Res. 2019;29:725–38.PubMedPubMedCentralCrossRef
68.
go back to reference Bruna F, Scodeller P. Pro-tumorigenic macrophage infiltration in oral squamous cell carcinoma and possible macrophage-aimed therapeutic interventions. Front Oncol. 2021;11:675664.PubMedPubMedCentralCrossRef Bruna F, Scodeller P. Pro-tumorigenic macrophage infiltration in oral squamous cell carcinoma and possible macrophage-aimed therapeutic interventions. Front Oncol. 2021;11:675664.PubMedPubMedCentralCrossRef
70.
go back to reference Gao L, Zhang W, Zhong WQ, Liu ZJ, Li HM, Yu ZL, Zhao YF. Tumor associated macrophages induce epithelial to mesenchymal transition via the EGFR/ERK1/2 pathway in head and neck squamous cell carcinoma. Oncol Rep. 2018;40:2558–72.PubMedPubMedCentral Gao L, Zhang W, Zhong WQ, Liu ZJ, Li HM, Yu ZL, Zhao YF. Tumor associated macrophages induce epithelial to mesenchymal transition via the EGFR/ERK1/2 pathway in head and neck squamous cell carcinoma. Oncol Rep. 2018;40:2558–72.PubMedPubMedCentral
71.
go back to reference Pan Y, Lu F, Fei Q, Yu X, Xiong P, Yu X, Dang Y, Hou Z, Lin W, Lin X, et al. Single-cell RNA sequencing reveals compartmental remodeling of tumor-infiltrating immune cells induced by anti-CD47 targeting in pancreatic cancer. J Hematol Oncol. 2019;12:124.PubMedPubMedCentralCrossRef Pan Y, Lu F, Fei Q, Yu X, Xiong P, Yu X, Dang Y, Hou Z, Lin W, Lin X, et al. Single-cell RNA sequencing reveals compartmental remodeling of tumor-infiltrating immune cells induced by anti-CD47 targeting in pancreatic cancer. J Hematol Oncol. 2019;12:124.PubMedPubMedCentralCrossRef
72.
73.
go back to reference Huang YK, Wang M, Sun Y, Di Costanzo N, Mitchell C, Achuthan A, Hamilton JA, Busuttil RA, Boussioutas A. Macrophage spatial heterogeneity in gastric cancer defined by multiplex immunohistochemistry. Nat Commun. 2019;10:3928.PubMedPubMedCentralCrossRef Huang YK, Wang M, Sun Y, Di Costanzo N, Mitchell C, Achuthan A, Hamilton JA, Busuttil RA, Boussioutas A. Macrophage spatial heterogeneity in gastric cancer defined by multiplex immunohistochemistry. Nat Commun. 2019;10:3928.PubMedPubMedCentralCrossRef
74.
go back to reference Gu B, Kaneko T, Zaw SYM, Sone PP, Murano H, Sueyama Y, Zaw ZCT, Okiji T. Macrophage populations show an M1-to-M2 transition in an experimental model of coronal pulp tissue engineering with mesenchymal stem cells. Int Endod J. 2019;52:504–14.PubMedCrossRef Gu B, Kaneko T, Zaw SYM, Sone PP, Murano H, Sueyama Y, Zaw ZCT, Okiji T. Macrophage populations show an M1-to-M2 transition in an experimental model of coronal pulp tissue engineering with mesenchymal stem cells. Int Endod J. 2019;52:504–14.PubMedCrossRef
75.
76.
go back to reference Mueller PA, Zhu L, Tavori H, Huynh K, Giunzioni I, Stafford JM, Linton MF, Fazio S. Deletion of macrophage low-density lipoprotein receptor-related protein 1 (LRP1) accelerates atherosclerosis regression and increases c-c chemokine receptor type 7 (CCR7) expression in plaque macrophages. Circulation. 2018;138:1850–63.PubMedPubMedCentralCrossRef Mueller PA, Zhu L, Tavori H, Huynh K, Giunzioni I, Stafford JM, Linton MF, Fazio S. Deletion of macrophage low-density lipoprotein receptor-related protein 1 (LRP1) accelerates atherosclerosis regression and increases c-c chemokine receptor type 7 (CCR7) expression in plaque macrophages. Circulation. 2018;138:1850–63.PubMedPubMedCentralCrossRef
77.
go back to reference Chimal-Ramírez GK, Espinoza-Sánchez NA, Chávez-Sánchez L, Arriaga-Pizano L, Fuentes-Pananá EM. Monocyte differentiation towards protumor activity does not correlate with M1 or M2 phenotypes. J Immunol Res. 2016;2016:6031486.PubMedPubMedCentralCrossRef Chimal-Ramírez GK, Espinoza-Sánchez NA, Chávez-Sánchez L, Arriaga-Pizano L, Fuentes-Pananá EM. Monocyte differentiation towards protumor activity does not correlate with M1 or M2 phenotypes. J Immunol Res. 2016;2016:6031486.PubMedPubMedCentralCrossRef
78.
go back to reference Xuan W, Qu Q, Zheng B, Xiong S, Fan GH. The chemotaxis of M1 and M2 macrophages is regulated by different chemokines. J Leukoc Biol. 2015;97:61–9.PubMedCrossRef Xuan W, Qu Q, Zheng B, Xiong S, Fan GH. The chemotaxis of M1 and M2 macrophages is regulated by different chemokines. J Leukoc Biol. 2015;97:61–9.PubMedCrossRef
79.
go back to reference Hao P, Li H, Lee M, Wang Y, Kim J, Yu G, Lee S, Leem S, Jang K, Kim DJJoh. Disruption of a regulatory loop between DUSP1 and p53 contributes to hepatocellular carcinoma development and progression. J Hepatol. 2015;62:1278–86.PubMedCrossRef Hao P, Li H, Lee M, Wang Y, Kim J, Yu G, Lee S, Leem S, Jang K, Kim DJJoh. Disruption of a regulatory loop between DUSP1 and p53 contributes to hepatocellular carcinoma development and progression. J Hepatol. 2015;62:1278–86.PubMedCrossRef
80.
go back to reference Lu N, Malemud CJ. Extracellular signal-regulated kinase: a regulator of cell growth, inflammation, chondrocyte and bone cell receptor-mediated gene expression. Int J Mol Sci. 2019;20:3792.PubMedPubMedCentralCrossRef Lu N, Malemud CJ. Extracellular signal-regulated kinase: a regulator of cell growth, inflammation, chondrocyte and bone cell receptor-mediated gene expression. Int J Mol Sci. 2019;20:3792.PubMedPubMedCentralCrossRef
81.
go back to reference Duff J, Monia B, Berk BJTJobc. Mitogen-activated protein (MAP) kinase is regulated by the MAP kinase phosphatase (MKP-1) in vascular smooth muscle cells. Effect of actinomycin D and antisense oligonucleotides. J Biol Chem. 1995;270:7161–6.PubMedCrossRef Duff J, Monia B, Berk BJTJobc. Mitogen-activated protein (MAP) kinase is regulated by the MAP kinase phosphatase (MKP-1) in vascular smooth muscle cells. Effect of actinomycin D and antisense oligonucleotides. J Biol Chem. 1995;270:7161–6.PubMedCrossRef
82.
go back to reference Chu Y, Solski P, Khosravi-Far R, Der C, Kelly KJTJobc. The mitogen-activated protein kinase phosphatases PAC1, MKP-1, and MKP-2 have unique substrate specificities and reduced activity in vivo toward the ERK2 sevenmaker mutation. J Biol Chem. 1996;271:6497–501.PubMedCrossRef Chu Y, Solski P, Khosravi-Far R, Der C, Kelly KJTJobc. The mitogen-activated protein kinase phosphatases PAC1, MKP-1, and MKP-2 have unique substrate specificities and reduced activity in vivo toward the ERK2 sevenmaker mutation. J Biol Chem. 1996;271:6497–501.PubMedCrossRef
83.
go back to reference Slack D, Seternes O, Gabrielsen M, Keyse SJTJobc. Distinct binding determinants for ERK2/p38alpha and JNK map kinases mediate catalytic activation and substrate selectivity of map kinase phosphatase-1. J Biol Chem. 2001;276:16491–500.PubMedCrossRef Slack D, Seternes O, Gabrielsen M, Keyse SJTJobc. Distinct binding determinants for ERK2/p38alpha and JNK map kinases mediate catalytic activation and substrate selectivity of map kinase phosphatase-1. J Biol Chem. 2001;276:16491–500.PubMedCrossRef
84.
go back to reference Hutter D, Chen P, Barnes J, Liu YJTBj. Catalytic activation of mitogen-activated protein (MAP) kinase phosphatase-1 by binding to p38 MAP kinase: critical role of the p38 C-terminal domain in its negative regulation. Biochem J. 2000;352 Pt 1:155–63.PubMedCrossRef Hutter D, Chen P, Barnes J, Liu YJTBj. Catalytic activation of mitogen-activated protein (MAP) kinase phosphatase-1 by binding to p38 MAP kinase: critical role of the p38 C-terminal domain in its negative regulation. Biochem J. 2000;352 Pt 1:155–63.PubMedCrossRef
85.
go back to reference Li Z, Zhang L, Liu F, Li P, He J, Kirkwood C, Sohn J, Chan J, Magner W, Kirkwood KJOo. MKP-1 is required to limit myeloid-cell mediated oral squamous cell carcinoma progression and regional extension. Oral Oncol. 2021;120:105401.PubMedCrossRef Li Z, Zhang L, Liu F, Li P, He J, Kirkwood C, Sohn J, Chan J, Magner W, Kirkwood KJOo. MKP-1 is required to limit myeloid-cell mediated oral squamous cell carcinoma progression and regional extension. Oral Oncol. 2021;120:105401.PubMedCrossRef
Metadata
Title
Analysis of the effect of CCR7 on the microenvironment of mouse oral squamous cell carcinoma by single-cell RNA sequencing technology
Authors
Zengxu Wang
Keith L. Kirkwood
Yao Wang
Weidong Du
Shanfeng Lin
Wanhang Zhou
Cong Yan
Jiaxing Gao
Zhenning Li
Changfu Sun
Fayu Liu
Publication date
01-12-2024
Publisher
BioMed Central
Published in
Journal of Experimental & Clinical Cancer Research / Issue 1/2024
Electronic ISSN: 1756-9966
DOI
https://doi.org/10.1186/s13046-024-03013-y

Other articles of this Issue 1/2024

Journal of Experimental & Clinical Cancer Research 1/2024 Go to the issue
Webinar | 19-02-2024 | 17:30 (CET)

Keynote webinar | Spotlight on antibody–drug conjugates in cancer

Antibody–drug conjugates (ADCs) are novel agents that have shown promise across multiple tumor types. Explore the current landscape of ADCs in breast and lung cancer with our experts, and gain insights into the mechanism of action, key clinical trials data, existing challenges, and future directions.

Dr. Véronique Diéras
Prof. Fabrice Barlesi
Developed by: Springer Medicine