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1.
J Immunother Cancer ; 12(7)2024 Jul 31.
Article in English | MEDLINE | ID: mdl-39089738

ABSTRACT

BACKGROUND: Enhanced glucose metabolism has been reported in many cancers. Glucose-6-phosphate dehydrogenase (G6PD) is a rate-limiting enzyme involved in the pentose phosphate pathway, which maintains NADPH levels and protects cells from oxidative damage. We recently found that low G6PD expression correlates with active tumor immunity. However, the mechanism involving G6PD and tumor immunity remained unclear. METHODS: We conducted in vitro studies using G6PD-knocked down malignant melanoma cells, pathway analysis using the GEO dataset, in vivo studies in combination with immune checkpoint inhibitors (ICIs) using a mouse melanoma model, and prognostic analysis in 42 melanoma patients and 30 lung cancer patients who were treated with ICIs. RESULTS: Inhibition of G6PD, both chemically and genetically, has been shown to decrease the production of NADPH and reduce their oxidative stress tolerance. This leads to cell death, which is accompanied by the release of high mobility group box 1 and the translocation of calreticulin to the plasma membrane. These findings suggested that inhibiting G6PD can induce immunogenic cell death. In experiments with C57BL/6 mice transplanted with G6PD-knockdown B16 melanoma cells and treated with anti-PD-L1 antibody, a significant reduction in tumor size was observed. Interestingly, inhibiting G6PD in only a part of the lesions increased the sensitivity of other lesions to ICI. Additionally, out of 42 melanoma patients and 30 lung cancer patients treated with ICIs, those with low G6PD expression had a better prognosis than those with high G6PD expression (p=0.0473; melanoma, p=0.0287; lung cancer). CONCLUSION: G6PD inhibition is a potent therapeutic strategy that triggers immunogenic cell death in tumors, significantly augmenting the efficacy of immunotherapies.


Subject(s)
Glucosephosphate Dehydrogenase , Immunogenic Cell Death , Immunotherapy , Glucosephosphate Dehydrogenase/metabolism , Glucosephosphate Dehydrogenase/antagonists & inhibitors , Animals , Humans , Mice , Immunotherapy/methods , Immunogenic Cell Death/drug effects , Melanoma, Experimental/drug therapy , Melanoma, Experimental/immunology , Melanoma, Experimental/metabolism , Female , Mice, Inbred C57BL , Immune Checkpoint Inhibitors/pharmacology , Immune Checkpoint Inhibitors/therapeutic use , Lung Neoplasms/drug therapy , Lung Neoplasms/immunology , Lung Neoplasms/pathology , Cell Line, Tumor , Male , Melanoma/drug therapy , Melanoma/immunology , Melanoma/pathology
2.
J Exp Clin Cancer Res ; 43(1): 214, 2024 Aug 02.
Article in English | MEDLINE | ID: mdl-39090759

ABSTRACT

BACKGROUND: Melanoma progression is based on a close interaction between cancer cells and immune cells in the tumor microenvironment (TME). Thus, a better understanding of the mechanisms controlling TME dynamics and composition will help improve the management of this dismal disease. Work from our and other groups has reported the requirement of an active Hedgehog-GLI (HH-GLI) signaling for melanoma growth and stemness. However, the role of the downstream GLI1 transcription factor in melanoma TME remains largely unexplored. METHODS: The immune-modulatory activity of GLI1 was evaluated in a syngeneic B16F10 melanoma mouse model assessing immune populations by flow cytometry. Murine polymorphonuclear myeloid-derived suppressor cells (PMN-MDSCs) were differentiated from bone marrow cells and their immunosuppressive ability was assessed by inhibition of T cells. Conditioned media (CM) from GLI1-overexpressing mouse melanoma cells was used to culture PMN-MDSCs, and the effects of CM were evaluated by Transwell invasion assay and T cell inhibition. Cytokine array analysis, qPCR and chromatin immunoprecipitation were performed to explore the regulation of CX3CL1 expression by GLI1. Human monocyte-derived dendritic cells (moDCs) were cultured in CM from GLI1-silenced patient-derived melanoma cells to assess their activation and recruitment. Blocking antibodies anti-CX3CL1, anti-CCL7 and anti-CXCL8 were used for in vitro functional assays. RESULTS: Melanoma cell-intrinsic activation of GLI1 promotes changes in the infiltration of immune cells, leading to accumulation of immunosuppressive PMN-MDSCs and regulatory T cells, and to decreased infiltration of dendric cells (DCs), CD8 + and CD4 + T cells in the TME. In addition, we show that ectopic expression of GLI1 in melanoma cells enables PMN-MDSC expansion and recruitment, and increases their ability to inhibit T cells. The chemokine CX3CL1, a direct transcriptional target of GLI1, contributes to PMN-MDSC expansion and recruitment. Finally, silencing of GLI1 in patient-derived melanoma cells promotes the activation of human monocyte-derived dendritic cells (moDCs), increasing cytoskeleton remodeling and invasion ability. This phenotype is partially prevented by blocking the chemokine CCL7, but not CXCL8. CONCLUSION: Our findings highlight the relevance of tumor-derived GLI1 in promoting an immune-suppressive TME, which allows melanoma cells to evade the immune system, and pave the way for the design of new combination treatments targeting GLI1.


Subject(s)
Melanoma , Myeloid-Derived Suppressor Cells , Tumor Microenvironment , Zinc Finger Protein GLI1 , Animals , Zinc Finger Protein GLI1/metabolism , Zinc Finger Protein GLI1/genetics , Mice , Humans , Myeloid-Derived Suppressor Cells/metabolism , Myeloid-Derived Suppressor Cells/immunology , Melanoma/pathology , Melanoma/metabolism , Melanoma/immunology , Melanoma/genetics , Melanoma, Experimental/immunology , Melanoma, Experimental/pathology , Melanoma, Experimental/metabolism , Cell Line, Tumor , Dendritic Cells/immunology , Dendritic Cells/metabolism , Mice, Inbred C57BL
3.
Elife ; 122024 Jul 08.
Article in English | MEDLINE | ID: mdl-38973593

ABSTRACT

Pyrimidine nucleotide biosynthesis is a druggable metabolic dependency of cancer cells, and chemotherapy agents targeting pyrimidine metabolism are the backbone of treatment for many cancers. Dihydroorotate dehydrogenase (DHODH) is an essential enzyme in the de novo pyrimidine biosynthesis pathway that can be targeted by clinically approved inhibitors. However, despite robust preclinical anticancer efficacy, DHODH inhibitors have shown limited single-agent activity in phase 1 and 2 clinical trials. Therefore, novel combination therapy strategies are necessary to realize the potential of these drugs. To search for therapeutic vulnerabilities induced by DHODH inhibition, we examined gene expression changes in cancer cells treated with the potent and selective DHODH inhibitor brequinar (BQ). This revealed that BQ treatment causes upregulation of antigen presentation pathway genes and cell surface MHC class I expression. Mechanistic studies showed that this effect is (1) strictly dependent on pyrimidine nucleotide depletion, (2) independent of canonical antigen presentation pathway transcriptional regulators, and (3) mediated by RNA polymerase II elongation control by positive transcription elongation factor B (P-TEFb). Furthermore, BQ showed impressive single-agent efficacy in the immunocompetent B16F10 melanoma model, and combination treatment with BQ and dual immune checkpoint blockade (anti-CTLA-4 plus anti-PD-1) significantly prolonged mouse survival compared to either therapy alone. Our results have important implications for the clinical development of DHODH inhibitors and provide a rationale for combination therapy with BQ and immune checkpoint blockade.


Subject(s)
Antigen Presentation , Dihydroorotate Dehydrogenase , Immune Checkpoint Inhibitors , Animals , Mice , Humans , Antigen Presentation/drug effects , Cell Line, Tumor , Immune Checkpoint Inhibitors/pharmacology , Quinoxalines/pharmacology , Enzyme Inhibitors/pharmacology , Oxidoreductases Acting on CH-CH Group Donors/antagonists & inhibitors , Oxidoreductases Acting on CH-CH Group Donors/metabolism , Mice, Inbred C57BL , Melanoma, Experimental/drug therapy , Melanoma, Experimental/immunology , Biphenyl Compounds , Quinaldines
4.
Theranostics ; 14(10): 3810-3826, 2024.
Article in English | MEDLINE | ID: mdl-38994034

ABSTRACT

Rationale: Surgical resection is a primary treatment for solid tumors, but high rates of tumor recurrence and metastasis post-surgery present significant challenges. Manganese (Mn2+), known to enhance dendritic cell-mediated cancer immunotherapy by activating the cGAS-STING pathway, has potential in post-operative cancer management. However, achieving prolonged and localized delivery of Mn2+ to stimulate immune responses without systemic toxicity remains a challenge. Methods: We developed a post-operative microenvironment-responsive dendrobium polysaccharide hydrogel embedded with Mn2+-pectin microspheres (MnP@DOP-Gel). This hydrogel system releases Mn2+-pectin microspheres (MnP) in response to ROS, and MnP shows a dual effect in vitro: promoting immunogenic cell death and activating immune cells (dendritic cells and macrophages). The efficacy of MnP@DOP-Gel as a post-surgical treatment and its potential for immune activation were assessed in both subcutaneous and metastatic melanoma models in mice, exploring its synergistic effect with anti-PD1 antibody. Result: MnP@DOP-Gel exhibited ROS-responsive release of MnP, which could exert dual effects by inducing immunogenic cell death of tumor cells and activating dendritic cells and macrophages to initiate a cascade of anti-tumor immune responses. In vivo experiments showed that the implanted MnP@DOP-Gel significantly inhibited residual tumor growth and metastasis. Moreover, the combination of MnP@DOP-Gel and anti-PD1 antibody displayed superior therapeutic potency in preventing either metastasis or abscopal brain tumor growth. Conclusions: MnP@DOP-Gel represents a promising drug-free strategy for cancer post-operative management. Utilizing this Mn2+-embedding and ROS-responsive delivery system, it regulates surgery-induced immune responses and promotes sustained anti-tumor responses, potentially increasing the effectiveness of surgical cancer treatments.


Subject(s)
Dendrobium , Hydrogels , Manganese , Mice, Inbred C57BL , Microspheres , Polysaccharides , Animals , Mice , Hydrogels/chemistry , Manganese/chemistry , Polysaccharides/chemistry , Polysaccharides/pharmacology , Dendrobium/chemistry , Macrophages/immunology , Macrophages/drug effects , Melanoma/immunology , Melanoma/drug therapy , Melanoma/therapy , Immunotherapy/methods , Dendritic Cells/immunology , Dendritic Cells/drug effects , Cell Line, Tumor , Female , Tumor Microenvironment/drug effects , Tumor Microenvironment/immunology , Reactive Oxygen Species/metabolism , Adjuvants, Immunologic/administration & dosage , Adjuvants, Immunologic/pharmacology , Melanoma, Experimental/immunology , Melanoma, Experimental/therapy , Melanoma, Experimental/drug therapy
5.
Front Immunol ; 15: 1396349, 2024.
Article in English | MEDLINE | ID: mdl-39011040

ABSTRACT

Introduction: Immunogenic cell death (ICD) has emerged as a novel option for cancer immunotherapy. The key determinants of ICD encompass antigenicity (the presence of antigens) and adjuvanticity, which involves the release of damage-associated molecular patterns (DAMPs) and various cytokines and chemokines. CX3CL1, also known as neurotactin or fractalkine, is a chemokine involved in cellular signalling and immune cell interactions. CX3CL1 has been denoted as a "find me" signal that stimulates chemotaxis of immune cells towards dying cells, facilitating efferocytosis and antigen presentation. However, in the context of ICD, it is uncertain whether CX3CL1 is an important mediator of the effects of ICD. Methods: In this study, we investigated the intricate role of CX3CL1 in immunogenic apoptosis induced by mitoxantrone (MTX) in cancer cells. The Luminex xMAP technology was used to quantify murine cytokines, chemokines and growth factors to identify pivotal regulatory cytokines released by murine fibrosarcoma MCA205 and melanoma B16-F10 cells undergoing ICD. Moreover, a murine tumour prophylactic vaccination model was employed to analyse the effect of CX3CL1 on the activation of an adaptive immune response against MCA205 cells undergoing ICD. Furthermore, thorough analysis of the TCGA-SKCM public dataset from 98 melanoma patients revealed the role of CX3CL1 and its receptor CX3CR1 in melanoma patients. Results: Our findings demonstrate enhanced CX3CL1 release from apoptotic MCA205 and B16-F10 cells (regardless of the cell type) but not if they are undergoing ferroptosis or accidental necrosis. Moreover, the addition of recombinant CX3CL1 to non-immunogenic doses of MTX-treated, apoptotically dying cancer cells in the murine prophylactic tumour vaccination model induced a robust immunogenic response, effectively increasing the survival of the mice. Furthermore, analysis of melanoma patient data revealed enhanced survival rates in individuals exhibiting elevated levels of CD8+ T cells expressing CX3CR1. Conclusion: These data collectively underscore the importance of the release of CX3CL1 in eliciting an immunogenic response against dying cancer cells and suggest that CX3CL1 may serve as a key switch in conferring immunogenicity to apoptosis.


Subject(s)
Apoptosis , Chemokine CX3CL1 , Animals , Chemokine CX3CL1/metabolism , Mice , Humans , Cell Line, Tumor , Mice, Inbred C57BL , Melanoma, Experimental/immunology , Female , Immunogenic Cell Death , Cytokines/metabolism
6.
Front Immunol ; 15: 1410564, 2024.
Article in English | MEDLINE | ID: mdl-39007148

ABSTRACT

Background: Immune checkpoint blockade (ICB) is rapidly becoming a standard of care in the treatment of many cancer types. However, the subset of patients who respond to this type of therapy is limited. Another way to promote antitumoral immunity is the use of immunostimulatory molecules, such as cytokines or T cell co-stimulators. The systemic administration of immunotherapeutics leads to significant immune-related adverse events (irAEs), therefore, the localized antitumoral action is needed. One way to achieve this is intratumoral non-viral gene-immune therapy, which allows for prolonged and localized gene expression, and multiple drug administration. In this study, we combined the previously described non-viral gene delivery system, PEG-PEI-TAT copolymer, PPT, with murine OX40L-encoding plasmid DNA. Methods: The resulting OX40L/PPT nanoparticles were characterized via gel mobility assay, dynamic light scattering analysis and in vitro transfection efficiency evaluation. The antitumoral efficacy of intratumorally (i.t.) administered nanoparticles was estimated using subcutaneously (s.c.) implanted CT26 (colon cancer), B16F0 (melanoma) and 4T1 (breast cancer) tumor models. The dynamics of stromal immune cell populations was analyzed using flow cytometry. Weight loss and cachexia were used as irAE indicators. The effect of combination of i.t. OX40L/PPT with intraperitoneal PD-1 ICB was estimated in s.c. CT26 tumor model. Results: The obtained OX40L/PPT nanoparticles had properties applicable for cell transfection and provided OX40L protein expression in vitro in all three investigated cancer models. We observed that OX40L/PPT treatment successfully inhibited tumor growth in B16F0 and CT26 tumor models and showed a tendency to inhibit 4T1 tumor growth. In B16F0 tumor model, OX40L/PPT treatment led to the increase in antitumoral effector NK and T killer cells and to the decrease in pro-tumoral myeloid cells populations within tumor stroma. No irAE signs were observed in all 3 tumor models, which indicates good treatment tolerability in mice. Combining OX40L/PPT with PD-1 ICB significantly improved treatment efficacy in the CT26 subcutaneous colon cancer model, providing protective immunity against CT26 colon cancer cells. Conclusion: Overall, the anti-tumor efficacy observed with OX40L non-viral gene therapy, whether administered alone or in combination with ICB, highlights its potential to revolutionize cancer gene therapy, thus paving the way for unprecedented advancements in the cancer therapy field.


Subject(s)
Immunotherapy , OX40 Ligand , Animals , OX40 Ligand/genetics , Mice , Immunotherapy/methods , Cell Line, Tumor , Female , Genetic Therapy/methods , Nanoparticles , Gene Transfer Techniques , Mice, Inbred BALB C , Mice, Inbred C57BL , Tumor Microenvironment/immunology , Polyethyleneimine/chemistry , Humans , Melanoma, Experimental/therapy , Melanoma, Experimental/immunology , Polyethylene Glycols/chemistry
7.
Biomed Pharmacother ; 177: 117083, 2024 Aug.
Article in English | MEDLINE | ID: mdl-38968793

ABSTRACT

Cancer stem cells (CSCs) can self-renew and differentiate, contributing to tumor heterogeneity, metastasis, and recurrence. Their resistance to therapies, including immunotherapy, underscores the importance of targeting them for complete remission and relapse prevention. Olfactomedin 4 (OLFM4), a marker associated with various cancers such as colorectal cancer, is expressed on CSCs promoting immune evasion and tumorigenesis. However, its potential as a target for CSC-specific immunotherapy remains underexplored. The primary aim of this study is to evaluate the effectiveness of targeting OLFM4 with dendritic cell (DC)-based vaccines in inhibiting tumor growth and metastasis. To improve antigen delivery and immune response, OLFM4 was conjugated with a protein-transduction domain (PTD) from the antennapedia of Drosophila called penetratin, creating a fusion protein (P-OLFM4). The efficacy of DCs pulsed with P-OLFM4 (DCs [P-OLFM4]) was compared to DCs pulsed with OLFM4 (DCs [OLFM4]) and PBS (DCs [PBS]). DCs [P-OLFM4] inhibited tumor growth by 91.2 % and significantly reduced lung metastasis of OLFM4+ melanoma cells by 97 %, compared to the DCs [PBS]. DCs [OLFM4] also demonstrated a reduction in lung metastasis by 59.7 % compared to DCs [PBS]. Immunization with DCs [P-OLFM4] enhanced OLFM4-specific T-cell proliferation, interferon-γ production, and cytotoxic T cell activity in mice. The results indicate that OLFM4 is a viable target for CSC-focused immunotherapy. DC [P-OLFM4] vaccines can elicit robust immune responses, significantly inhibiting tumor growth and metastasis. This strategy holds promise for developing more effective cancer treatments that specifically target CSCs, potentially leading to better patient outcomes by reducing the likelihood of tumor relapse and metastasis.


Subject(s)
Dendritic Cells , Mice, Inbred C57BL , Animals , Dendritic Cells/immunology , Mice , Cell-Penetrating Peptides , Melanoma, Experimental/immunology , Melanoma, Experimental/therapy , Melanoma, Experimental/pathology , Cancer Vaccines/immunology , Cancer Vaccines/administration & dosage , Female , Cell Line, Tumor , Cell Proliferation , Immunotherapy/methods , Lung Neoplasms/secondary , Lung Neoplasms/immunology , Lung Neoplasms/therapy , Lung Neoplasms/pathology , Extracellular Matrix Proteins/metabolism , Neoplasm Metastasis
8.
J Immunother Cancer ; 12(7)2024 Jul 23.
Article in English | MEDLINE | ID: mdl-39043603

ABSTRACT

BACKGROUND: Lymphocyte activation gene 3 (LAG-3) is expressed on activated immune cells and has emerged as a promising target for immune checkpoints blockade. However, conflicting findings have been reported regarding the association between LAG-3 expression in tumors and patient prognosis, indicating the need for further investigation into the significance of LAG-3 expression levels in tumor therapies. In this study, 68Ga-NOTA-XH05, a novel peptide-based positron emission tomography (PET) tracer targeting LAG-3, was constructed to non-invasively detect LAG-3 expression in melanoma after CpG oligonucleotide (CpG) treatment and explore the relationship between LAG-3 expression and therapeutic effect. METHODS: The tracer 68Ga-NOTA-XH05 was identified by high-performance liquid chromatography after being prepared and purified. Cell uptake and blocking essays were performed to verify the specificity of the tracer in vitro. The expression of LAG-3 in B16-F10 subcutaneous tumors was monitored by flow cytometry, and its correlation with the tracer uptake was analyzed to evaluate the tracer specificity. PET imaging and biodistribution studies were conducted after CpG treatment of unilateral or bilateral B16-F10 subcutaneous tumor models to assess the ability of 68Ga-NOTA-XH05 in monitoring immunotherapy efficacy and the abscopal effect of CpG. RESULTS: Following purification, 68Ga-NOTA-XH05 exhibited high radiochemical purity and specificity. Flow cytometry analysis revealed a positive correlation between LAG-3 expression in tumors and the uptake of 68Ga-NOTA-XH05. In B16-F10 bearing mice treated with CpG, PET imaging using 68Ga-NOTA-XH05 demonstrated a higher tumor to blood ratio (TBR) compared with the control group. Furthermore, TBR values obtained from CpG-treated mice allowed for differentiation between responders and non-responders. In a bilateral subcutaneous tumor model where only right-sided tumors were treated with intratumoral injection of CpG, TBR values of left-sided tumors were significantly higher than those in the control group, indicating that 68Ga-NOTA-XH05 could effectively monitor the systemic effect of local CpG injection. CONCLUSION: Our findings highlight the detection capability of 68Ga-NOTA-XH05 in assessing LAG-3 expression levels within tumors and evaluating response to immunotherapy, thereby suggesting promising clinical translational prospects.


Subject(s)
Immunotherapy , Lymphocyte Activation Gene 3 Protein , Positron-Emission Tomography , Animals , Mice , Positron-Emission Tomography/methods , Immunotherapy/methods , Humans , Antigens, CD/metabolism , Cell Line, Tumor , Melanoma, Experimental/diagnostic imaging , Melanoma, Experimental/immunology , Melanoma, Experimental/therapy , Melanoma, Experimental/metabolism , Peptides , Gallium Radioisotopes , Melanoma/diagnostic imaging , Melanoma/immunology , Melanoma/drug therapy , Melanoma/metabolism , Female , Radiopharmaceuticals
9.
Exp Biol Med (Maywood) ; 249: 10081, 2024.
Article in English | MEDLINE | ID: mdl-38974834

ABSTRACT

The lack of effective treatment options for an increasing number of cancer cases highlights the need for new anticancer therapeutic strategies. Immunotherapy mediated by Salmonella enterica Typhimurium is a promising anticancer treatment. Candidate strains for anticancer therapy must be attenuated while retaining their antitumor activity. Here, we investigated the attenuation and antitumor efficacy of two S. enterica Typhimurium mutants, ΔtolRA and ΔihfABpmi, in a murine melanoma model. Results showed high attenuation of ΔtolRA in the Galleria mellonella model, and invasion and survival in tumor cells. However, it showed weak antitumor effects in vitro and in vivo. Contrastingly, lower attenuation of the attenuated ΔihfABpmi strain resulted in regression of tumor mass in all mice, approximately 6 days after the first treatment. The therapeutic response induced by ΔihfABpmi was accompanied with macrophage accumulation of antitumor phenotype (M1) and significant increase in the mRNAs of proinflammatory mediators (TNF-α, IL-6, and iNOS) and an apoptosis inducer (Bax). Our findings indicate that the attenuated ΔihfABpmi exerts its antitumor activity by inducing macrophage infiltration or reprogramming the immunosuppressed tumor microenvironment to an activated state, suggesting that attenuated S. enterica Typhimurium strains based on nucleoid-associated protein genes deletion could be immunotherapeutic against cancer.


Subject(s)
Salmonella typhimurium , Animals , Salmonella typhimurium/immunology , Salmonella typhimurium/genetics , Mice , Mice, Inbred C57BL , Melanoma/immunology , Melanoma/genetics , Melanoma/pathology , Immunotherapy/methods , Macrophages/immunology , Macrophages/metabolism , Cell Line, Tumor , Mutation , Female , Melanoma, Experimental/immunology , Melanoma, Experimental/pathology , Melanoma, Experimental/therapy , Disease Models, Animal
10.
J Extracell Vesicles ; 13(7): e12471, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38944672

ABSTRACT

Haematopoiesis dysregulation with the presence of immature myeloid and erythroid immunosuppressive cells are key characteristics of the immune escape phase of tumour development. Here, the role of in vitro generated B16F10 tumour cell-derived extracellular vesicles (tEVs) as indirect cellular communicators, participating in tumour-induced dysregulation of haematopoiesis, was explored. The isolated tEVs displayed features of small EVs with a size range of 100-200 nm, expressed the common EV markers CD63, CD9, and Alix, and had a spherical shape with a lipid bilayer membrane. Proteomic profiling revealed significant levels of angiogenic factors, particularly vascular endothelial growth factor (VEGF), osteopontin, and tissue factor, associated with the tEVs. Systemic administration of these tEVs in syngeneic mice induced splenomegaly and disrupted haematopoiesis, leading to extramedullary haematopoiesis, expansion of splenic immature erythroid progenitors, reduced bone marrow cellularity, medullary expansion of granulocytic myeloid suppressor cells, and the development of anaemia. These effects closely mirrored those observed in tumour-bearing mice and were not seen after heat inactivating the tEVs. In vitro studies demonstrated that tEVs independently induced the expansion of bone marrow granulocytic myeloid suppressor cells and B cells while reducing the frequency of cells in the erythropoietic lineage. These effects of tEVs were significantly abrogated by the blockade of VEGF or heat inactivation. Our findings underscore the important role of tEVs in dysregulating haematopoiesis during the immune escape phase of cancer immunoediting, suggesting their potential as targets for addressing immune evasion and reinstating normal hematopoietic processes.


Subject(s)
Extracellular Vesicles , Hematopoiesis , Animals , Extracellular Vesicles/metabolism , Extracellular Vesicles/immunology , Mice , Melanoma, Experimental/metabolism , Melanoma, Experimental/immunology , Melanoma, Experimental/pathology , Mice, Inbred C57BL , Vascular Endothelial Growth Factor A/metabolism , Cell Line, Tumor
11.
ACS Nano ; 18(26): 16967-16981, 2024 Jul 02.
Article in English | MEDLINE | ID: mdl-38888082

ABSTRACT

Selective generation of sufficient pyroptosis inducers at the tumor site without external stimulation holds immense significance for a longer duration of immunotherapy. Here, we report a cascade-amplified pyroptosis inducer CSCCPT/SNAP that utilizes reactive nitrogen species (RNS), self-supplied from the diffusion-controlled reaction between reactive oxygen species (ROS) and nitric oxide (NO) to potentiate pyroptosis and immunotherapy, while both endogenous mitochondrial ROS stimulated by released camptothecin and released NO initiate pyroptosis. Mechanistically, cascade amplification of the antitumor immune response is prompted by the cooperation of ROS and NO and enhanced by RNS with a long lifetime, which could be used as a pyroptosis trigger to effectively compensate for the inherent drawbacks of ROS, resulting in long-lasting pyroptosis for favoring immunotherapy. Tumor growth is efficiently inhibited in mouse melanoma tumors through the facilitation of reactive oxygen/nitrogen species (RONS)-NO synergy. In summary, our therapeutic approach utilizes supramolecular engineering and nanotechnology to integrate ROS producers and NO donors of tumor-specific stimulus responses into a system that guarantees synchronous generation of these two reactive species to elicit pyroptosis-evoked immune response, while using self-supplied RNS as a pyroptosis amplifier. RONS-NO synergy achieves enhanced and sustained pyroptosis and antitumor immune responses for robust cancer immunotherapy.


Subject(s)
Immunotherapy , Oxidative Stress , Pyroptosis , Reactive Nitrogen Species , Tumor Microenvironment , Pyroptosis/drug effects , Animals , Reactive Nitrogen Species/metabolism , Mice , Oxidative Stress/drug effects , Tumor Microenvironment/drug effects , Mice, Inbred C57BL , Reactive Oxygen Species/metabolism , Humans , Antineoplastic Agents/pharmacology , Antineoplastic Agents/chemistry , Melanoma, Experimental/therapy , Melanoma, Experimental/immunology , Melanoma, Experimental/pathology
12.
Front Immunol ; 15: 1345046, 2024.
Article in English | MEDLINE | ID: mdl-38827732

ABSTRACT

Introduction: Recently, more and more research illustrated the importance of inducing CD4+ T helper type (Th)-1 dominant immunity for the success of tumor immunotherapy. Our prior studies revealed the crucial role of CD4+ Th1 cells in orchestrating systemic and durable antitumor immunity, which contributes to the satisfactory outcomes of the novel cryo-thermal therapy in the B16F10 tumor model. However, the mechanism for maintaining the cryo-thermal therapy-mediated durable CD4+ Th1-dominant response remains uncovered. Additionally, cryo-thermal-induced early-stage CD4+ Th1-dominant T cell response showed a correlation with the favorable prognosis in patients with colorectal cancer liver metastasis (CRCLM). We hypothesized that CD4+ Th1-dominant differentiation induced during the early stage post cryo-thermal therapy would affect the balance of CD4+ subsets at the late phase. Methods: To understand the role of interferon (IFN)-γ, the major effector of Th1 subsets, in maintaining long-term CD4+ Th1-prone polarization, B16F10 melanoma model was established in this study and a monoclonal antibody was used at the early stage post cryo-thermal therapy for interferon (IFN)-γ signaling blockade, and the influence on the phenotypic and functional change of immune cells was evaluated. Results: IFNγ at the early stage after cryo-thermal therapy maintained long-lasting CD4+ Th1-prone immunity by directly controlling Th17, Tfh, and Tregs polarization, leading to the hyperactivation of Myeloid-derived suppressor cells (MDSCs) represented by abundant interleukin (IL)-1ß generation, and thereby further amplifying Th1 response. Discussion: Our finding emphasized the key role of early-phase IFNγ abundance post cryo-thermal therapy, which could be a biomarker for better prognosis after cryo-thermal therapy.


Subject(s)
Cell Differentiation , Interferon-gamma , Melanoma, Experimental , Mice, Inbred C57BL , Th1 Cells , Animals , Th1 Cells/immunology , Mice , Interferon-gamma/metabolism , Cell Differentiation/immunology , Melanoma, Experimental/immunology , Melanoma, Experimental/therapy , Cryotherapy/methods , Cell Line, Tumor , Female
13.
Front Immunol ; 15: 1380069, 2024.
Article in English | MEDLINE | ID: mdl-38835781

ABSTRACT

Bacillus Calmette-Guérin (BCG) is the first line treatment for bladder cancer and it is also proposed for melanoma immunotherapy. BCG modulates the tumor microenvironment (TME) inducing an antitumor effective response, but the immune mechanisms involved still poorly understood. The immune profile of B16-F10 murine melanoma cells was assessed by infecting these cells with BCG or stimulating them with agonists for different innate immune pathways such as TLRs, inflammasome, cGAS-STING and type I IFN. B16-F10 did not respond to any of those stimuli, except for type I IFN agonists, contrasting with bone marrow-derived macrophages (BMDMs) that showed high production of proinflammatory cytokines. Additionally, we confirmed that BCG is able to infect B16-F10, which in turn can activate macrophages and spleen cells from mice in co-culture experiments. Furthermore, we established a subcutaneous B16-F10 melanoma model for intratumoral BCG treatment and compared wild type mice to TLR2-/-, TLR3-/-, TLR4-/-, TLR7-/-, TLR3/7/9-/-, caspase 1-/-, caspase 11-/-, IL-1R-/-, cGAS-/-, STING-/-, IFNAR-/-, MyD88-/-deficient animals. These results in vivo demonstrate that MyD88 signaling is important for BCG immunotherapy to control melanoma in mice. Also, BCG fails to induce cytokine production in the co-culture experiments using B16-F10 and BMDMs or spleen cells derived from MyD88-/- compared to wild-type (WT) animals. Immunotherapy with BCG was not able to induce the recruitment of inflammatory cells in the TME from MyD88-/- mice, impairing tumor control and IFN-γ production by T cells. In conclusion, MyD88 impacts on both innate and adaptive responses to BCG leading to an efficient antitumor response against melanoma.


Subject(s)
BCG Vaccine , Immunotherapy , Melanoma, Experimental , Myeloid Differentiation Factor 88 , Signal Transduction , Animals , Mice , BCG Vaccine/immunology , BCG Vaccine/therapeutic use , Cell Line, Tumor , Cytokines/metabolism , Immunotherapy/methods , Macrophages/immunology , Macrophages/metabolism , Melanoma, Experimental/immunology , Melanoma, Experimental/therapy , Mice, Inbred C57BL , Mice, Knockout , Mycobacterium bovis/immunology , Myeloid Differentiation Factor 88/metabolism , Myeloid Differentiation Factor 88/genetics , Tumor Microenvironment/immunology
14.
ACS Biomater Sci Eng ; 10(7): 4587-4600, 2024 Jul 08.
Article in English | MEDLINE | ID: mdl-38869192

ABSTRACT

It is difficult to obtain specific tumor antigens, which is one of the main obstacles in the development of tumor vaccines. The vaccines containing multivalent antigens are thought to be more effective in antitumor therapy. In this study, a mRNA encoding three neoantigens of melanoma were prepared and encapsulated into the mannosylated chitosan-modified ethosomes (EthsMC) to obtain a multivalent mRNA vaccine (MmRV) for transcutaneous immunization (TCI). MmRV can effectively induce maturation of dendritic cells, with a better performance than mRNA of a single neoantigen. TCI patches (TCIPs) loading MmRV or siRNA against PDL1 (siPDL1) were prepared and applied to the skin of melanoma-bearing mice. The results showed that TCIPs significantly increase the levels of TNF-α, IFN-γ, and IL-12 in both plasma and tumor tissues, inhibit tumor growth, as well as promote infiltration of CD4+ and CD8+ T cells in the tumor tissues. Furthermore, the combination of MmRV and siPDL1 showed much better antitumor effects than either monotherapy, suggesting a synergistic effect between the vaccine and PDL1 blocker. In addition, the treatment with the TCIPs did not cause damage to the skin, blood, and vital organs of the mice, showing good biosafety. To the best of our knowledge, this work is the first to construct a noninvasive TCI system containing MmRV and siPDL1, providing a convenient and promising approach for tumor treatment.


Subject(s)
Administration, Cutaneous , Cancer Vaccines , mRNA Vaccines , Animals , Cancer Vaccines/immunology , Cancer Vaccines/administration & dosage , Mice , Antigens, Neoplasm/immunology , Mice, Inbred C57BL , Female , Melanoma/therapy , Melanoma/immunology , Melanoma/pathology , Chitosan/chemistry , Melanoma, Experimental/immunology , Melanoma, Experimental/therapy , Melanoma, Experimental/pathology , Cell Line, Tumor , RNA, Messenger/genetics , Skin Neoplasms/immunology , Skin Neoplasms/therapy , Skin Neoplasms/pathology , CD8-Positive T-Lymphocytes/immunology
15.
Cancer Immunol Immunother ; 73(8): 157, 2024 Jun 04.
Article in English | MEDLINE | ID: mdl-38834889

ABSTRACT

Interleukin-2 (IL-2), a cytokine with pleiotropic immune effects, was the first approved cancer immunotherapy agent. However, IL-2 is associated with systemic toxicity due to binding with its ligand IL-2Rα, such as vascular leakage syndrome, limiting its clinical applications. Despite efforts to extend the half-life of IL-2 and abolish IL-2Rα interactions, the risk of toxicity remains unresolved. In this study, we developed the bispecific fusion protein MB2033, comprising a novel IL-2 variant (IL-2v) connected to anti-programmed death ligand 1 (PD-L1) via a silenced Fc domain. The IL-2v of MB2033 exhibits attenuated affinity for IL-2Rßγ without binding to IL-2Rα. The binding affinity of MB2033 for PD-L1 is greater than that for IL-2Rßγ, indicating its preferential targeting of PD-L1+ tumor cells to induce tumor-specific immune activation. Accordingly, MB2033 exhibited significantly reduced regulatory T cell activation, while inducing comparable CD8+ T cell activation to recombinant human IL-2 (rhIL-2). MB2033 induced lower immune cell expansion and reduced cytokine levels compared with rhIL-2 in human peripheral blood mononuclear cells, indicating a decreased risk of peripheral toxicity. MB2033 exhibited superior anti-tumor efficacy, including tumor growth inhibition and complete responses, compared with avelumab monotherapy in an MC38 syngeneic mouse model. In normal mice, MB2033 was safer than non-α IL-2v and tolerable up to 30 mg/kg. These preclinical results provide evidence of the dual advantages of MB2033 with an enhanced safety and potent clinical efficacy for cancer treatment.


Subject(s)
B7-H1 Antigen , Interleukin-2 , Recombinant Fusion Proteins , Animals , Mice , Humans , Recombinant Fusion Proteins/pharmacology , Recombinant Fusion Proteins/genetics , B7-H1 Antigen/metabolism , B7-H1 Antigen/antagonists & inhibitors , Female , Mice, Inbred C57BL , Immunotherapy/methods , Cell Line, Tumor , Melanoma, Experimental/drug therapy , Melanoma, Experimental/immunology
16.
Exp Mol Med ; 56(6): 1461-1471, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38866910

ABSTRACT

Neoantigens are ideal targets for cancer immunotherapy because they are expressed de novo in tumor tissue but not in healthy tissue and are therefore recognized as foreign by the immune system. Advances in next-generation sequencing and bioinformatics technologies have enabled the quick identification and prediction of tumor-specific neoantigens; however, only a small fraction of predicted neoantigens are immunogenic. To improve the predictability of immunogenic neoantigens, we developed the in silico neoantigen prediction workflows VACINUSpMHC and VACINUSTCR: VACINUSpMHC incorporates physical binding between peptides and MHCs (pMHCs), and VACINUSTCR integrates T cell reactivity to the pMHC complex through deep learning-based pairing with T cell receptors (TCRs) of putative tumor-reactive CD8 tumor-infiltrating lymphocytes (TILs). We then validated our neoantigen prediction workflows both in vitro and in vivo in patients with hepatocellular carcinoma (HCC) and in a B16F10 mouse melanoma model. The predictive abilities of VACINUSpMHC and VACINUSTCR were confirmed in a validation cohort of 8 patients with HCC. Of a total of 118 neoantigen candidates predicted by VACINUSpMHC, 48 peptides were ultimately selected using VACINUSTCR. In vitro validation revealed that among the 48 predicted neoantigen candidates, 13 peptides were immunogenic. Assessment of the antitumor efficacy of the candidate neoepitopes using a VACINUSTCR in vivo mouse model suggested that vaccination with the predicted neoepitopes induced neoantigen-specific T cell responses and enabled the trafficking of neoantigen-specific CD8 + T cell clones into the tumor tissue, leading to tumor suppression. This study showed that the prediction of immunogenic neoantigens can be improved by integrating a tumor-reactive TIL TCR-pMHC ternary complex.


Subject(s)
Antigens, Neoplasm , Lymphocytes, Tumor-Infiltrating , Receptors, Antigen, T-Cell , Antigens, Neoplasm/immunology , Animals , Humans , Lymphocytes, Tumor-Infiltrating/immunology , Lymphocytes, Tumor-Infiltrating/metabolism , Mice , Receptors, Antigen, T-Cell/immunology , Receptors, Antigen, T-Cell/metabolism , Cell Line, Tumor , Melanoma, Experimental/immunology , Melanoma, Experimental/therapy , Major Histocompatibility Complex/immunology , Liver Neoplasms/immunology , Liver Neoplasms/therapy , Carcinoma, Hepatocellular/immunology , Carcinoma, Hepatocellular/therapy , CD8-Positive T-Lymphocytes/immunology , Female , Immunotherapy/methods
17.
Cancer Cell ; 42(6): 1051-1066.e7, 2024 Jun 10.
Article in English | MEDLINE | ID: mdl-38861924

ABSTRACT

PD-1 blockade unleashes potent antitumor activity in CD8+ T cells but can also promote immunosuppressive T regulatory (Treg) cells, which may worsen the response to immunotherapy. Tumor-Treg inhibition is a promising strategy to improve the efficacy of checkpoint blockade immunotherapy; however, our understanding of the mechanisms supporting tumor-Tregs during PD-1 immunotherapy is incomplete. Here, we show that PD-1 blockade increases tumor-Tregs in mouse models of melanoma and metastatic melanoma patients. Mechanistically, Treg accumulation is not caused by Treg-intrinsic inhibition of PD-1 signaling but depends on an indirect effect of activated CD8+ T cells. CD8+ T cells produce IL-2 and colocalize with Tregs in mouse and human melanomas. IL-2 upregulates the anti-apoptotic protein ICOS on tumor-Tregs, promoting their accumulation. Inhibition of ICOS signaling before PD-1 immunotherapy improves control over immunogenic melanoma. Thus, interrupting the intratumor CD8+ T cell:Treg crosstalk represents a strategy to enhance the therapeutic efficacy of PD-1 immunotherapy.


Subject(s)
CD8-Positive T-Lymphocytes , Immune Checkpoint Inhibitors , Immunotherapy , Inducible T-Cell Co-Stimulator Protein , Interleukin-2 , Melanoma , Programmed Cell Death 1 Receptor , T-Lymphocytes, Regulatory , Animals , CD8-Positive T-Lymphocytes/immunology , T-Lymphocytes, Regulatory/immunology , Humans , Mice , Programmed Cell Death 1 Receptor/antagonists & inhibitors , Programmed Cell Death 1 Receptor/immunology , Programmed Cell Death 1 Receptor/metabolism , Melanoma/immunology , Melanoma/therapy , Melanoma/drug therapy , Inducible T-Cell Co-Stimulator Protein/metabolism , Immunotherapy/methods , Immune Checkpoint Inhibitors/pharmacology , Immune Checkpoint Inhibitors/therapeutic use , Interleukin-2/immunology , Mice, Inbred C57BL , Signal Transduction , Melanoma, Experimental/immunology , Melanoma, Experimental/therapy , Cell Line, Tumor
18.
J Immunother Cancer ; 12(6)2024 Jun 30.
Article in English | MEDLINE | ID: mdl-38945552

ABSTRACT

BACKGROUND: How distinct methods of host preconditioning impact the efficacy of adoptively transferred antitumor T helper cells is unknown. METHODS: CD4+ T cells with a transgenic T-cell receptor that recognize tyrosinase-related peptide (TRP)-1 melanoma antigen were polarized to the T helper 17 (Th17) phenotype and then transferred into melanoma-bearing mice preconditioned with either total body irradiation or chemotherapy. RESULTS: We found that preconditioning mice with a non-myeloablative dose of total body irradiation (TBI of 5 Gy) was more effective than using an equivalently dosed non-myeloablative chemotherapy (cyclophosphamide (CTX) of 200 mg/kg) at augmenting therapeutic activity of antitumor TRP-1 Th17 cells. Antitumor Th17 cells engrafted better following preconditioning with TBI and regressed large established melanoma in all animals. Conversely, only half of mice survived long-term when preconditioned with CTX and infused with anti-melanoma Th17 cells. Interleukin (IL)-17 and interferon-γ, produced by the infused Th17 cells, were detected in animals given either TBI or CTX preconditioning. Interestingly, inflammatory cytokines (granulocyte colony stimulating factor, IL-6, monocyte chemoattractant protein-1, IL-5, and keratinocyte chemoattractant) were significantly elevated in the serum of mice preconditioned with TBI versus CTX after Th17 therapy. The addition of fludarabine (FLU, 200 mg/kg) to CTX (200 mg/kg) improved the antitumor response to the same degree mediated by TBI, whereas FLU alone with Th17 therapy was ineffective. CONCLUSIONS: Our results indicate, for the first time, that the antitumor response, persistence, and cytokine profiles resulting from Th17 therapy are impacted by the specific regimen of host preconditioning. This work is important for understanding mechanisms that promote long-lived responses by adoptive cellular therapy, particularly as CD4+ based T-cell therapies are now emerging in the clinic.


Subject(s)
Th17 Cells , Animals , Th17 Cells/immunology , Th17 Cells/metabolism , Mice , Mice, Inbred C57BL , Immunotherapy, Adoptive/methods , Whole-Body Irradiation , Melanoma, Experimental/immunology , Melanoma, Experimental/therapy , Melanoma, Experimental/drug therapy , Cyclophosphamide/pharmacology , Cyclophosphamide/therapeutic use , Adoptive Transfer/methods , Female , Melanoma/drug therapy , Melanoma/immunology , Melanoma/therapy
19.
Int Immunopharmacol ; 137: 112437, 2024 Aug 20.
Article in English | MEDLINE | ID: mdl-38870880

ABSTRACT

The over-activation of tryptophan (Trp) metabolism to kynurenine (Kyn) catalyzed by Indoleamine 2,3-dioxygenase-1 (IDO1) enzyme, is one of the main metabolic pathways involved in tumor microenvironment (TME) immune escape and cancer treatment failure. The most efficient of IDO1 inhibitors is Epacadostat (EPA). Since monotherapy with single-agent IDO1 inhibitor regimen has led to an insufficient anti-tumor activity, we examined the efficacy of simultaneous treatment by Liposomal epacadostat (Lip-EPA) as a potent IDO inhibitor, in combination with docetaxel (DTX) as a complement immunogenic cell death (ICD) agent against B16F10 model. First, the in vitro combination index (CI) of epacadostat (EPA) and DTX was investigated by using the unified theory. Then, the in vivo efficacy of the combination therapy was assessed. Results indicated the synergestic cytotoxic effect of the combination on B16F10 compared to normal fibroblast cells (NIH). The immune profiling demonstrated a significant increase in the percentage of infiltrated T lymphocytes and IFN-γ release, a significant decrease in the percentage of regulatory T cells (Treg) population and the subsequent low levels of IL-10 generation in mice treated with Lip-EPA + DTX. Further, a significant tumor growth delay (TGD = 69.15 %) and an increased life span (ILS > 47.83 %) was observed with the combination strategy. Histopathology analysis revealed a remarkable increase in the Trp concentration following combination treatment, while Kyn levels significantly decreased. Results showed that the nano-liposomal form of IDO1 inhibitor in combination with chemotherapy could significantly improve the imunity response and dominate the tumor immuno-suppressive micro-environment, which merits further investigations.


Subject(s)
Docetaxel , Indoleamine-Pyrrole 2,3,-Dioxygenase , Liposomes , Melanoma, Experimental , Mice, Inbred C57BL , Sulfonamides , Tumor Microenvironment , Animals , Indoleamine-Pyrrole 2,3,-Dioxygenase/antagonists & inhibitors , Indoleamine-Pyrrole 2,3,-Dioxygenase/metabolism , Docetaxel/pharmacology , Docetaxel/therapeutic use , Tumor Microenvironment/drug effects , Tumor Microenvironment/immunology , Melanoma, Experimental/drug therapy , Melanoma, Experimental/immunology , Sulfonamides/pharmacology , Sulfonamides/administration & dosage , Sulfonamides/therapeutic use , Mice , Cell Line, Tumor , Immunotherapy/methods , Oximes/pharmacology , Oximes/therapeutic use , Antineoplastic Combined Chemotherapy Protocols/pharmacology , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Humans , Female , Nanoparticles , Antineoplastic Agents/pharmacology , Antineoplastic Agents/therapeutic use
20.
Oncoimmunology ; 13(1): 2369373, 2024.
Article in English | MEDLINE | ID: mdl-38915784

ABSTRACT

Dendritic cells (DCs) are the main antigen presenting cells of the immune system and are essential for anti-tumor responses. DC-based immunotherapies are used in cancer treatment, but their functionality is not optimized and their clinical efficacy is currently limited. Approaches to improve DC functionality in anti-tumor immunity are therefore required. We have previously shown that the loss of ß2-integrin-mediated adhesion leads to epigenetic reprogramming of bone marrow-derived DCs (BM-DCs), resulting in an increased expression of costimulatory markers (CD86, CD80, and CD40), cytokines (IL-12) and the chemokine receptor CCR7. We now show that the loss of ß2-integrin-mediated adhesion of BM-DCs also leads to a generally suppressed metabolic profile, with reduced metabolic rate, decreased ROS production, and lowered glucose uptake in cells. The mRNA levels of glycolytic enzymes and glucose transporters were reduced, indicating transcriptional regulation of the metabolic phenotype. Surprisingly, although signaling through a central regulator of immune cell metabolisms, the mechanistic target of rapamycin (mTOR), was increased in BM-DCs with dysfunctional integrins, rapamycin treatment revealed that mTOR signaling was not involved in suppressing DC metabolism. Instead, bioinformatics and functional analyses showed that the Ikaros transcription factor may be involved in regulating the metabolic profile of non-adhesive DCs. Inversely, we found that induction of metabolic stress through treatment of cells with low levels of an inhibitor of glycolysis, 2-deoxyglucose (2DG), led to increased BM-DC activation. Specifically, 2DG treatment led to increased levels of Il-12 and Ccr7 mRNA, increased production of IL-12, increased levels of cell surface CCR7 and increased in vitro migration and T cell activation potential. Furthermore, 2DG treatment led to increased histone methylation in cells (H3K4me3, H3K27me3), indicating metabolic reprogramming. Finally, metabolic stress induced by 2DG treatment led to improved BM-DC-mediated anti-tumor responses in vivo in a melanoma cancer model, B16-OVA. In conclusion, our results indicate a role for ß2-integrin-mediated adhesion in regulating a novel type of metabolic reprogramming of DCs and DC-mediated anti-tumor responses, which may be targeted to enhance DC-mediated anti-tumor responses in cancer immunotherapy.


Subject(s)
CD18 Antigens , Dendritic Cells , Dendritic Cells/metabolism , Dendritic Cells/immunology , Animals , Mice , CD18 Antigens/metabolism , CD18 Antigens/genetics , Mice, Inbred C57BL , Cell Adhesion , Receptors, CCR7/metabolism , Receptors, CCR7/genetics , Melanoma, Experimental/pathology , Melanoma, Experimental/immunology , Melanoma, Experimental/metabolism , Melanoma, Experimental/genetics , Signal Transduction , TOR Serine-Threonine Kinases/metabolism , Humans , Metabolic Reprogramming
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