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1.
Cell ; 187(7): 1589-1616, 2024 Mar 28.
Artigo em Inglês | MEDLINE | ID: mdl-38552609

RESUMO

The last 50 years have witnessed extraordinary developments in understanding mechanisms of carcinogenesis, synthesized as the hallmarks of cancer. Despite this logical framework, our understanding of the molecular basis of systemic manifestations and the underlying causes of cancer-related death remains incomplete. Looking forward, elucidating how tumors interact with distant organs and how multifaceted environmental and physiological parameters impinge on tumors and their hosts will be crucial for advances in preventing and more effectively treating human cancers. In this perspective, we discuss complexities of cancer as a systemic disease, including tumor initiation and promotion, tumor micro- and immune macro-environments, aging, metabolism and obesity, cancer cachexia, circadian rhythms, nervous system interactions, tumor-related thrombosis, and the microbiome. Model systems incorporating human genetic variation will be essential to decipher the mechanistic basis of these phenomena and unravel gene-environment interactions, providing a modern synthesis of molecular oncology that is primed to prevent cancers and improve patient quality of life and cancer outcomes.


Assuntos
Neoplasias , Humanos , Carcinogênese , Microbiota , Neoplasias/genética , Neoplasias/patologia , Neoplasias/terapia , Obesidade/complicações , Qualidade de Vida
2.
Cell ; 185(20): 3705-3719.e14, 2022 09 29.
Artigo em Inglês | MEDLINE | ID: mdl-36179667

RESUMO

The intestinal microbiota is an important modulator of graft-versus-host disease (GVHD), which often complicates allogeneic hematopoietic stem cell transplantation (allo-HSCT). Broad-spectrum antibiotics such as carbapenems increase the risk for intestinal GVHD, but mechanisms are not well understood. In this study, we found that treatment with meropenem, a commonly used carbapenem, aggravates colonic GVHD in mice via the expansion of Bacteroides thetaiotaomicron (BT). BT has a broad ability to degrade dietary polysaccharides and host mucin glycans. BT in meropenem-treated allogeneic mice demonstrated upregulated expression of enzymes involved in the degradation of mucin glycans. These mice also had thinning of the colonic mucus layer and decreased levels of xylose in colonic luminal contents. Interestingly, oral xylose supplementation significantly prevented thinning of the colonic mucus layer in meropenem-treated mice. Specific nutritional supplementation strategies, including xylose supplementation, may combat antibiotic-mediated microbiome injury to reduce the risk for intestinal GVHD in allo-HSCT patients.


Assuntos
Doença Enxerto-Hospedeiro , Transplante de Células-Tronco Hematopoéticas , Animais , Antibacterianos/farmacologia , Antibacterianos/uso terapêutico , Bacteroides , Carbapenêmicos/farmacologia , Carbapenêmicos/uso terapêutico , Doença Enxerto-Hospedeiro/tratamento farmacológico , Doença Enxerto-Hospedeiro/etiologia , Meropeném , Camundongos , Mucinas/metabolismo , Muco/metabolismo , Polissacarídeos/metabolismo , Xilose
3.
Cell ; 184(21): 5309-5337, 2021 10 14.
Artigo em Inglês | MEDLINE | ID: mdl-34624224

RESUMO

Unprecedented advances have been made in cancer treatment with the use of immune checkpoint blockade (ICB). However, responses are limited to a subset of patients, and immune-related adverse events (irAEs) can be problematic, requiring treatment discontinuation. Iterative insights into factors intrinsic and extrinsic to the host that impact ICB response and toxicity are critically needed. Our understanding of the impact of host-intrinsic factors (such as the host genome, epigenome, and immunity) has evolved substantially over the past decade, with greater insights on these factors and on tumor and immune co-evolution. Additionally, we are beginning to understand the impact of acute and cumulative exposures-both internal and external to the host (i.e., the exposome)-on host physiology and response to treatment. Together these represent the current day hallmarks of response, resistance, and toxicity to ICB. Opportunities built on these hallmarks are duly warranted.


Assuntos
Resistencia a Medicamentos Antineoplásicos , Inibidores de Checkpoint Imunológico/toxicidade , Animais , Resistencia a Medicamentos Antineoplásicos/efeitos dos fármacos , Humanos , Proteínas de Checkpoint Imunológico/metabolismo , Imunidade/efeitos dos fármacos , Imunoterapia , Neoplasias/tratamento farmacológico , Neoplasias/imunologia
4.
Cell ; 184(21): 5338-5356.e21, 2021 10 14.
Artigo em Inglês | MEDLINE | ID: mdl-34624222

RESUMO

The tumor microenvironment (TME) influences cancer progression and therapy response. Therefore, understanding what regulates the TME immune compartment is vital. Here we show that microbiota signals program mononuclear phagocytes in the TME toward immunostimulatory monocytes and dendritic cells (DCs). Single-cell RNA sequencing revealed that absence of microbiota skews the TME toward pro-tumorigenic macrophages. Mechanistically, we show that microbiota-derived stimulator of interferon genes (STING) agonists induce type I interferon (IFN-I) production by intratumoral monocytes to regulate macrophage polarization and natural killer (NK) cell-DC crosstalk. Microbiota modulation with a high-fiber diet triggered the intratumoral IFN-I-NK cell-DC axis and improved the efficacy of immune checkpoint blockade (ICB). We validated our findings in individuals with melanoma treated with ICB and showed that the predicted intratumoral IFN-I and immune compositional differences between responder and non-responder individuals can be transferred by fecal microbiota transplantation. Our study uncovers a mechanistic link between the microbiota and the innate TME that can be harnessed to improve cancer therapies.


Assuntos
Interferon Tipo I/metabolismo , Proteínas de Membrana/metabolismo , Microbiota , Monócitos/metabolismo , Microambiente Tumoral , Akkermansia/efeitos dos fármacos , Akkermansia/fisiologia , Animais , Células Dendríticas/efeitos dos fármacos , Células Dendríticas/metabolismo , Fibras na Dieta/farmacologia , Fosfatos de Dinucleosídeos/administração & dosagem , Fosfatos de Dinucleosídeos/farmacologia , Humanos , Inibidores de Checkpoint Imunológico/farmacologia , Imunomodulação/efeitos dos fármacos , Células Matadoras Naturais/efeitos dos fármacos , Células Matadoras Naturais/metabolismo , Macrófagos/efeitos dos fármacos , Macrófagos/metabolismo , Melanoma/imunologia , Melanoma/patologia , Camundongos Endogâmicos BALB C , Camundongos Endogâmicos C57BL , Microbiota/efeitos dos fármacos , Monócitos/efeitos dos fármacos , Fagócitos/efeitos dos fármacos , Fagócitos/metabolismo , Transcrição Gênica/efeitos dos fármacos , Microambiente Tumoral/efeitos dos fármacos
5.
Cell ; 175(4): 998-1013.e20, 2018 11 01.
Artigo em Inglês | MEDLINE | ID: mdl-30388456

RESUMO

Treatment of cancer has been revolutionized by immune checkpoint blockade therapies. Despite the high rate of response in advanced melanoma, the majority of patients succumb to disease. To identify factors associated with success or failure of checkpoint therapy, we profiled transcriptomes of 16,291 individual immune cells from 48 tumor samples of melanoma patients treated with checkpoint inhibitors. Two distinct states of CD8+ T cells were defined by clustering and associated with patient tumor regression or progression. A single transcription factor, TCF7, was visualized within CD8+ T cells in fixed tumor samples and predicted positive clinical outcome in an independent cohort of checkpoint-treated patients. We delineated the epigenetic landscape and clonality of these T cell states and demonstrated enhanced antitumor immunity by targeting novel combinations of factors in exhausted cells. Our study of immune cell transcriptomes from tumors demonstrates a strategy for identifying predictors, mechanisms, and targets for enhancing checkpoint immunotherapy.


Assuntos
Linfócitos T CD8-Positivos/imunologia , Imunoterapia/métodos , Melanoma/imunologia , Transcriptoma , Animais , Anticorpos Monoclonais Humanizados/imunologia , Anticorpos Monoclonais Humanizados/farmacologia , Antígenos CD/imunologia , Antineoplásicos Imunológicos/imunologia , Antineoplásicos Imunológicos/farmacologia , Apirase/antagonistas & inibidores , Apirase/imunologia , Linhagem Celular Tumoral , Humanos , Antígenos Comuns de Leucócito/antagonistas & inibidores , Antígenos Comuns de Leucócito/imunologia , Melanoma/terapia , Camundongos , Camundongos Endogâmicos BALB C , Camundongos Endogâmicos C57BL , Fator 1 de Transcrição de Linfócitos T/metabolismo
6.
Cell ; 168(4): 707-723, 2017 02 09.
Artigo em Inglês | MEDLINE | ID: mdl-28187290

RESUMO

Cancer immunotherapy can induce long lasting responses in patients with metastatic cancers of a wide range of histologies. Broadening the clinical applicability of these treatments requires an improved understanding of the mechanisms limiting cancer immunotherapy. The interactions between the immune system and cancer cells are continuous, dynamic, and evolving from the initial establishment of a cancer cell to the development of metastatic disease, which is dependent on immune evasion. As the molecular mechanisms of resistance to immunotherapy are elucidated, actionable strategies to prevent or treat them may be derived to improve clinical outcomes for patients.


Assuntos
Imunoterapia , Neoplasias/imunologia , Neoplasias/terapia , Animais , Quimioterapia Combinada , Humanos , Terapia de Alvo Molecular , Linfócitos T/imunologia
8.
Cell ; 170(6): 1120-1133.e17, 2017 Sep 07.
Artigo em Inglês | MEDLINE | ID: mdl-28803728

RESUMO

Immune-checkpoint blockade is able to achieve durable responses in a subset of patients; however, we lack a satisfying comprehension of the underlying mechanisms of anti-CTLA-4- and anti-PD-1-induced tumor rejection. To address these issues, we utilized mass cytometry to comprehensively profile the effects of checkpoint blockade on tumor immune infiltrates in human melanoma and murine tumor models. These analyses reveal a spectrum of tumor-infiltrating T cell populations that are highly similar between tumor models and indicate that checkpoint blockade targets only specific subsets of tumor-infiltrating T cell populations. Anti-PD-1 predominantly induces the expansion of specific tumor-infiltrating exhausted-like CD8 T cell subsets. In contrast, anti-CTLA-4 induces the expansion of an ICOS+ Th1-like CD4 effector population in addition to engaging specific subsets of exhausted-like CD8 T cells. Thus, our findings indicate that anti-CTLA-4 and anti-PD-1 checkpoint-blockade-induced immune responses are driven by distinct cellular mechanisms.


Assuntos
Antígeno CTLA-4/antagonistas & inibidores , Melanoma/imunologia , Melanoma/terapia , Metástase Neoplásica/imunologia , Metástase Neoplásica/terapia , Receptor de Morte Celular Programada 1/antagonistas & inibidores , Subpopulações de Linfócitos T/imunologia , Animais , Linfócitos T CD8-Positivos/imunologia , Modelos Animais de Doenças , Feminino , Citometria de Fluxo , Regulação da Expressão Gênica , Humanos , Imunoterapia , Melanoma/patologia , Camundongos , Camundongos Endogâmicos C57BL , Metástase Neoplásica/patologia , Análise de Célula Única , Transcrição Gênica
10.
Nat Immunol ; 20(9): 1231-1243, 2019 09.
Artigo em Inglês | MEDLINE | ID: mdl-31358999

RESUMO

Understanding resistance to antibody to programmed cell death protein 1 (PD-1; anti-PD-1) is crucial for the development of reversal strategies. In anti-PD-1-resistant models, simultaneous anti-PD-1 and vaccine therapy reversed resistance, while PD-1 blockade before antigen priming abolished therapeutic outcomes. This was due to induction of dysfunctional PD-1+CD38hi CD8+ cells by PD-1 blockade in suboptimally primed CD8 cell conditions induced by tumors. This results in erroneous T cell receptor signaling and unresponsiveness to antigenic restimulation. On the other hand, PD-1 blockade of optimally primed CD8 cells prevented the induction of dysfunctional CD8 cells, reversing resistance. Depleting PD-1+CD38hi CD8+ cells enhanced therapeutic outcomes. Furthermore, non-responding patients showed more PD-1+CD38+CD8+ cells in tumor and blood than responders. In conclusion, the status of CD8+ T cell priming is a major contributor to anti-PD-1 therapeutic resistance. PD-1 blockade in unprimed or suboptimally primed CD8 cells induces resistance through the induction of PD-1+CD38hi CD8+ cells that is reversed by optimal priming. PD-1+CD38hi CD8+ cells serve as a predictive and therapeutic biomarker for anti-PD-1 treatment. Sequencing of anti-PD-1 and vaccine is crucial for successful therapy.


Assuntos
ADP-Ribosil Ciclase 1/metabolismo , Linfócitos T CD8-Positivos/imunologia , Resistencia a Medicamentos Antineoplásicos/imunologia , Glicoproteínas de Membrana/metabolismo , Neoplasias/imunologia , Receptor de Morte Celular Programada 1/imunologia , ADP-Ribosil Ciclase 1/genética , Animais , Anticorpos/imunologia , Linfócitos T CD8-Positivos/patologia , Vacinas Anticâncer/imunologia , Linhagem Celular Tumoral , Resistencia a Medicamentos Antineoplásicos/genética , Feminino , Humanos , Imunoterapia/métodos , Glicoproteínas de Membrana/genética , Camundongos , Camundongos Endogâmicos C57BL , Camundongos Knockout , Camundongos Transgênicos , Receptor de Morte Celular Programada 1/antagonistas & inibidores , Microambiente Tumoral/imunologia
11.
Cell ; 167(2): 397-404.e9, 2016 Oct 06.
Artigo em Inglês | MEDLINE | ID: mdl-27667683

RESUMO

Antibody blockade of the inhibitory CTLA-4 pathway has led to clinical benefit in a subset of patients with metastatic melanoma. Anti-CTLA-4 enhances T cell responses, including production of IFN-γ, which is a critical cytokine for host immune responses. However, the role of IFN-γ signaling in tumor cells in the setting of anti-CTLA-4 therapy remains unknown. Here, we demonstrate that patients identified as non-responders to anti-CTLA-4 (ipilimumab) have tumors with genomic defects in IFN-γ pathway genes. Furthermore, mice bearing melanoma tumors with knockdown of IFN-γ receptor 1 (IFNGR1) have impaired tumor rejection upon anti-CTLA-4 therapy. These data highlight that loss of the IFN-γ signaling pathway is associated with primary resistance to anti-CTLA-4 therapy. Our findings demonstrate the importance of tumor genomic data, especially IFN-γ related genes, as prognostic information for patients selected to receive treatment with immune checkpoint therapy.


Assuntos
Anticorpos Monoclonais/uso terapêutico , Antígeno CTLA-4/antagonistas & inibidores , Resistencia a Medicamentos Antineoplásicos/genética , Interferon gama/genética , Melanoma/tratamento farmacológico , Receptores de Interferon/genética , Neoplasias Cutâneas/tratamento farmacológico , Animais , Linhagem Celular Tumoral , Citocinas/imunologia , Técnicas de Silenciamento de Genes , Humanos , Ipilimumab , Melanoma/genética , Melanoma Experimental/tratamento farmacológico , Melanoma Experimental/genética , Camundongos , Camundongos Endogâmicos C57BL , Neoplasias Cutâneas/genética , Linfócitos T/imunologia , Receptor de Interferon gama
13.
Nature ; 617(7960): 377-385, 2023 05.
Artigo em Inglês | MEDLINE | ID: mdl-37138075

RESUMO

The gut microbiota is a crucial regulator of anti-tumour immunity during immune checkpoint inhibitor therapy. Several bacteria that promote an anti-tumour response to immune checkpoint inhibitors have been identified in mice1-6. Moreover, transplantation of faecal specimens from responders can improve the efficacy of anti-PD-1 therapy in patients with melanoma7,8. However, the increased efficacy from faecal transplants is variable and how gut bacteria promote anti-tumour immunity remains unclear. Here we show that the gut microbiome downregulates PD-L2 expression and its binding partner repulsive guidance molecule b (RGMb) to promote anti-tumour immunity and identify bacterial species that mediate this effect. PD-L1 and PD-L2 share PD-1 as a binding partner, but PD-L2 can also bind RGMb. We demonstrate that blockade of PD-L2-RGMb interactions can overcome microbiome-dependent resistance to PD-1 pathway inhibitors. Antibody-mediated blockade of the PD-L2-RGMb pathway or conditional deletion of RGMb in T cells combined with an anti-PD-1 or anti-PD-L1 antibody promotes anti-tumour responses in multiple mouse tumour models that do not respond to anti-PD-1 or anti-PD-L1 alone (germ-free mice, antibiotic-treated mice and even mice colonized with stool samples from a patient who did not respond to treatment). These studies identify downregulation of the PD-L2-RGMb pathway as a specific mechanism by which the gut microbiota can promote responses to PD-1 checkpoint blockade. The results also define a potentially effective immunological strategy for treating patients who do not respond to PD-1 cancer immunotherapy.


Assuntos
Resistencia a Medicamentos Antineoplásicos , Imunoterapia , Melanoma , Microbiota , Animais , Humanos , Camundongos , Moléculas de Adesão Celular Neuronais , Modelos Animais de Doenças , Regulação para Baixo , Resistencia a Medicamentos Antineoplásicos/efeitos dos fármacos , Transplante de Microbiota Fecal , Vida Livre de Germes , Inibidores de Checkpoint Imunológico/farmacologia , Inibidores de Checkpoint Imunológico/uso terapêutico , Melanoma/imunologia , Melanoma/microbiologia , Melanoma/terapia , Ligação Proteica/efeitos dos fármacos , Linfócitos T/efeitos dos fármacos , Linfócitos T/imunologia
14.
Nature ; 620(7974): 651-659, 2023 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-37468627

RESUMO

Even among genetically identical cancer cells, resistance to therapy frequently emerges from a small subset of those cells1-7. Molecular differences in rare individual cells in the initial population enable certain cells to become resistant to therapy7-9; however, comparatively little is known about the variability in the resistance outcomes. Here we develop and apply FateMap, a framework that combines DNA barcoding with single-cell RNA sequencing, to reveal the fates of hundreds of thousands of clones exposed to anti-cancer therapies. We show that resistant clones emerging from single-cell-derived cancer cells adopt molecularly, morphologically and functionally distinct resistant types. These resistant types are largely predetermined by molecular differences between cells before drug addition and not by extrinsic factors. Changes in the dose and type of drug can switch the resistant type of an initial cell, resulting in the generation and elimination of certain resistant types. Samples from patients show evidence for the existence of these resistant types in a clinical context. We observed diversity in resistant types across several single-cell-derived cancer cell lines and cell types treated with a variety of drugs. The diversity of resistant types as a result of the variability in intrinsic cell states may be a generic feature of responses to external cues.


Assuntos
Antineoplásicos , Células Clonais , Resistencia a Medicamentos Antineoplásicos , Neoplasias , Humanos , Células Clonais/efeitos dos fármacos , Células Clonais/metabolismo , Células Clonais/patologia , Código de Barras de DNA Taxonômico , Resistencia a Medicamentos Antineoplásicos/efeitos dos fármacos , Resistencia a Medicamentos Antineoplásicos/genética , Neoplasias/tratamento farmacológico , Neoplasias/genética , Neoplasias/patologia , RNA-Seq , Análise da Expressão Gênica de Célula Única , Células Tumorais Cultivadas , Antineoplásicos/farmacologia
15.
Nature ; 611(7934): 155-160, 2022 11.
Artigo em Inglês | MEDLINE | ID: mdl-36289334

RESUMO

Relatlimab and nivolumab combination immunotherapy improves progression-free survival over nivolumab monotherapy in patients with unresectable advanced melanoma1. We investigated this regimen in patients with resectable clinical stage III or oligometastatic stage IV melanoma (NCT02519322). Patients received two neoadjuvant doses (nivolumab 480 mg and relatlimab 160 mg intravenously every 4 weeks) followed by surgery, and then ten doses of adjuvant combination therapy. The primary end point was pathologic complete response (pCR) rate2. The combination resulted in 57% pCR rate and 70% overall pathologic response rate among 30 patients treated. The radiographic response rate using Response Evaluation Criteria in Solid Tumors 1.1 was 57%. No grade 3-4 immune-related adverse events were observed in the neoadjuvant setting. The 1- and 2-year recurrence-free survival rate was 100% and 92% for patients with any pathologic response, compared to 88% and 55% for patients who did not have a pathologic response (P = 0.005). Increased immune cell infiltration at baseline, and decrease in M2 macrophages during treatment, were associated with pathologic response. Our results indicate that neoadjuvant relatlimab and nivolumab induces a high pCR rate. Safety during neoadjuvant therapy is favourable compared to other combination immunotherapy regimens. These data, in combination with the results of the RELATIVITY-047 trial1, provide further confirmation of the efficacy and safety of this new immunotherapy regimen.


Assuntos
Melanoma , Terapia Neoadjuvante , Nivolumabe , Humanos , Anticorpos Monoclonais/efeitos adversos , Anticorpos Monoclonais/uso terapêutico , Inibidores de Checkpoint Imunológico/efeitos adversos , Inibidores de Checkpoint Imunológico/uso terapêutico , Melanoma/tratamento farmacológico , Melanoma/patologia , Melanoma/cirurgia , Terapia Neoadjuvante/efeitos adversos , Terapia Neoadjuvante/métodos , Estadiamento de Neoplasias , Nivolumabe/efeitos adversos , Nivolumabe/uso terapêutico , Macrófagos/efeitos dos fármacos , Quimioterapia Combinada , Taxa de Sobrevida
16.
Mol Cell ; 79(6): 878-880, 2020 09 17.
Artigo em Inglês | MEDLINE | ID: mdl-32946762

RESUMO

Recent work by Kadosh et al. (2020) suggests that mutant p53 activity in gut epithelia is influenced by local production of microbial metabolites. The switch of p53 from tumor suppressor to oncogene is location-dependent and is impacted by microbially derived gallic acid.


Assuntos
Microbioma Gastrointestinal , Carcinogênese , Humanos , Oncogenes , Proteína Supressora de Tumor p53/genética
17.
Immunity ; 48(6): 1077-1080, 2018 06 19.
Artigo em Inglês | MEDLINE | ID: mdl-29924973

RESUMO

Four studies recently reported in the New England Journal of Medicine highlight advances in treatment with immune checkpoint blockade across the cancer care continuum. These findings demonstrate efficacy of these agents in the treatment of early and late-stage disease, as monotherapy or in combination, and in addition to-or in place of-standard front-line therapy.


Assuntos
Anticorpos Monoclonais Humanizados , Imunoterapia , Continuidade da Assistência ao Paciente , Humanos , Melanoma
18.
Trends Immunol ; 44(8): 568-570, 2023 08.
Artigo em Inglês | MEDLINE | ID: mdl-37451906

RESUMO

The gut microbiome influences the response, resistance, and toxicity of cancer immunotherapy, but the underlying mechanisms remain unknown. Fidelle et al. identify intestinal MAdCAM-1 as a mechanistic target through which gut dysbiosis blunts antitumor immunity, with opportunities for putative therapeutic intervention.


Assuntos
Microbioma Gastrointestinal , Linfócitos T , Humanos , Imunoterapia , Disbiose
20.
Nature ; 577(7791): 561-565, 2020 01.
Artigo em Inglês | MEDLINE | ID: mdl-31942071

RESUMO

Checkpoint blockade therapies that reactivate tumour-associated T cells can induce durable tumour control and result in the long-term survival of patients with advanced cancers1. Current predictive biomarkers for therapy response include high levels of intratumour immunological activity, a high tumour mutational burden and specific characteristics of the gut microbiota2,3. Although the role of T cells in antitumour responses has thoroughly been studied, other immune cells remain insufficiently explored. Here we use clinical samples of metastatic melanomas to investigate the role of B cells in antitumour responses, and find that the co-occurrence of tumour-associated CD8+ T cells and CD20+ B cells is associated with improved survival, independently of other clinical variables. Immunofluorescence staining of CXCR5 and CXCL13 in combination with CD20 reveals the formation of tertiary lymphoid structures in these CD8+CD20+ tumours. We derived a gene signature associated with tertiary lymphoid structures, which predicted clinical outcomes in cohorts of patients treated with immune checkpoint blockade. Furthermore, B-cell-rich tumours were accompanied by increased levels of TCF7+ naive and/or memory T cells. This was corroborated by digital spatial-profiling data, in which T cells in tumours without tertiary lymphoid structures had a dysfunctional molecular phenotype. Our results indicate that tertiary lymphoid structures have a key role in the immune microenvironment in melanoma, by conferring distinct T cell phenotypes. Therapeutic strategies to induce the formation of tertiary lymphoid structures should be explored to improve responses to cancer immunotherapy.


Assuntos
Melanoma/imunologia , Melanoma/terapia , Estruturas Linfoides Terciárias/imunologia , Antígenos CD20/metabolismo , Linfócitos B/imunologia , Linfócitos B/metabolismo , Antígeno B7-H1/antagonistas & inibidores , Linfócitos T CD8-Positivos/imunologia , Linfócitos T CD8-Positivos/metabolismo , Quimiocina CXCL13/metabolismo , Humanos , Memória Imunológica/imunologia , Melanoma/genética , Melanoma/patologia , Metástase Neoplásica/genética , Metástase Neoplásica/patologia , Fenótipo , Prognóstico , Receptor de Morte Celular Programada 1/antagonistas & inibidores , Proteômica , RNA-Seq , Receptores CXCR5/metabolismo , Análise de Célula Única , Taxa de Sobrevida , Fator 1 de Transcrição de Linfócitos T/metabolismo , Linfócitos T/imunologia , Linfócitos T/metabolismo , Estruturas Linfoides Terciárias/genética , Resultado do Tratamento , Microambiente Tumoral/imunologia
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