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1.
Cell ; 187(7): 1589-1616, 2024 Mar 28.
Artículo en Inglés | MEDLINE | ID: mdl-38552609

RESUMEN

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.


Asunto(s)
Neoplasias , Humanos , Carcinogénesis , Microbiota , Neoplasias/genética , Neoplasias/patología , Neoplasias/terapia , Obesidad/complicaciones , Calidad de Vida
2.
Cell ; 185(20): 3705-3719.e14, 2022 09 29.
Artículo en Inglés | MEDLINE | ID: mdl-36179667

RESUMEN

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.


Asunto(s)
Enfermedad Injerto contra Huésped , Trasplante de Células Madre Hematopoyéticas , Animales , Antibacterianos/farmacología , Antibacterianos/uso terapéutico , Bacteroides , Carbapenémicos/farmacología , Carbapenémicos/uso terapéutico , Enfermedad Injerto contra Huésped/tratamiento farmacológico , Enfermedad Injerto contra Huésped/etiología , Meropenem , Ratones , Mucinas/metabolismo , Moco/metabolismo , Polisacáridos/metabolismo , Xilosa
3.
Cell ; 184(21): 5309-5337, 2021 10 14.
Artículo en Inglés | MEDLINE | ID: mdl-34624224

RESUMEN

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.


Asunto(s)
Resistencia a Antineoplásicos , Inhibidores de Puntos de Control Inmunológico/toxicidad , Animales , Resistencia a Antineoplásicos/efectos de los fármacos , Humanos , Proteínas de Punto de Control Inmunitario/metabolismo , Inmunidad/efectos de los fármacos , Inmunoterapia , Neoplasias/tratamiento farmacológico , Neoplasias/inmunología
4.
Cell ; 184(21): 5338-5356.e21, 2021 10 14.
Artículo en Inglés | MEDLINE | ID: mdl-34624222

RESUMEN

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.


Asunto(s)
Interferón Tipo I/metabolismo , Proteínas de la Membrana/metabolismo , Microbiota , Monocitos/metabolismo , Microambiente Tumoral , Akkermansia/efectos de los fármacos , Akkermansia/fisiología , Animales , Células Dendríticas/efectos de los fármacos , Células Dendríticas/metabolismo , Fibras de la Dieta/farmacología , Fosfatos de Dinucleósidos/administración & dosificación , Fosfatos de Dinucleósidos/farmacología , Humanos , Inhibidores de Puntos de Control Inmunológico/farmacología , Inmunomodulación/efectos de los fármacos , Células Asesinas Naturales/efectos de los fármacos , Células Asesinas Naturales/metabolismo , Macrófagos/efectos de los fármacos , Macrófagos/metabolismo , Melanoma/inmunología , Melanoma/patología , Ratones Endogámicos BALB C , Ratones Endogámicos C57BL , Microbiota/efectos de los fármacos , Monocitos/efectos de los fármacos , Fagocitos/efectos de los fármacos , Fagocitos/metabolismo , Transcripción Genética/efectos de los fármacos , Microambiente Tumoral/efectos de los fármacos
5.
Cell ; 175(4): 998-1013.e20, 2018 11 01.
Artículo en Inglés | MEDLINE | ID: mdl-30388456

RESUMEN

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.


Asunto(s)
Linfocitos T CD8-positivos/inmunología , Inmunoterapia/métodos , Melanoma/inmunología , Transcriptoma , Animales , Anticuerpos Monoclonales Humanizados/inmunología , Anticuerpos Monoclonales Humanizados/farmacología , Antígenos CD/inmunología , Antineoplásicos Inmunológicos/inmunología , Antineoplásicos Inmunológicos/farmacología , Apirasa/antagonistas & inhibidores , Apirasa/inmunología , Línea Celular Tumoral , Humanos , Antígenos Comunes de Leucocito/antagonistas & inhibidores , Antígenos Comunes de Leucocito/inmunología , Melanoma/terapia , Ratones , Ratones Endogámicos BALB C , Ratones Endogámicos C57BL , Factor 1 de Transcripción de Linfocitos T/metabolismo
6.
Cell ; 168(4): 707-723, 2017 02 09.
Artículo en Inglés | MEDLINE | ID: mdl-28187290

RESUMEN

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.


Asunto(s)
Inmunoterapia , Neoplasias/inmunología , Neoplasias/terapia , Animales , Quimioterapia Combinada , Humanos , Terapia Molecular Dirigida , Linfocitos T/inmunología
8.
Cell ; 170(6): 1120-1133.e17, 2017 Sep 07.
Artículo en Inglés | MEDLINE | ID: mdl-28803728

RESUMEN

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.


Asunto(s)
Antígeno CTLA-4/antagonistas & inhibidores , Melanoma/inmunología , Melanoma/terapia , Metástasis de la Neoplasia/inmunología , Metástasis de la Neoplasia/terapia , Receptor de Muerte Celular Programada 1/antagonistas & inhibidores , Subgrupos de Linfocitos T/inmunología , Animales , Linfocitos T CD8-positivos/inmunología , Modelos Animales de Enfermedad , Femenino , Citometría de Flujo , Regulación de la Expresión Génica , Humanos , Inmunoterapia , Melanoma/patología , Ratones , Ratones Endogámicos C57BL , Metástasis de la Neoplasia/patología , Análisis de la Célula Individual , Transcripción Genética
10.
Nat Immunol ; 20(9): 1231-1243, 2019 09.
Artículo en Inglés | MEDLINE | ID: mdl-31358999

RESUMEN

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.


Asunto(s)
ADP-Ribosil Ciclasa 1/metabolismo , Linfocitos T CD8-positivos/inmunología , Resistencia a Antineoplásicos/inmunología , Glicoproteínas de Membrana/metabolismo , Neoplasias/inmunología , Receptor de Muerte Celular Programada 1/inmunología , ADP-Ribosil Ciclasa 1/genética , Animales , Anticuerpos/inmunología , Linfocitos T CD8-positivos/patología , Vacunas contra el Cáncer/inmunología , Línea Celular Tumoral , Resistencia a Antineoplásicos/genética , Femenino , Humanos , Inmunoterapia/métodos , Glicoproteínas de Membrana/genética , Ratones , Ratones Endogámicos C57BL , Ratones Noqueados , Ratones Transgénicos , Receptor de Muerte Celular Programada 1/antagonistas & inhibidores , Microambiente Tumoral/inmunología
11.
Cell ; 167(2): 397-404.e9, 2016 Oct 06.
Artículo en Inglés | MEDLINE | ID: mdl-27667683

RESUMEN

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.


Asunto(s)
Anticuerpos Monoclonales/uso terapéutico , Antígeno CTLA-4/antagonistas & inhibidores , Resistencia a Antineoplásicos/genética , Interferón gamma/genética , Melanoma/tratamiento farmacológico , Receptores de Interferón/genética , Neoplasias Cutáneas/tratamiento farmacológico , Animales , Línea Celular Tumoral , Citocinas/inmunología , Técnicas de Silenciamiento del Gen , Humanos , Ipilimumab , Melanoma/genética , Melanoma Experimental/tratamiento farmacológico , Melanoma Experimental/genética , Ratones , Ratones Endogámicos C57BL , Neoplasias Cutáneas/genética , Linfocitos T/inmunología , Receptor de Interferón gamma
13.
Nature ; 617(7960): 377-385, 2023 05.
Artículo en Inglés | MEDLINE | ID: mdl-37138075

RESUMEN

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.


Asunto(s)
Resistencia a Antineoplásicos , Inmunoterapia , Melanoma , Microbiota , Animales , Humanos , Ratones , Moléculas de Adhesión Celular Neuronal , Modelos Animales de Enfermedad , Regulación hacia Abajo , Resistencia a Antineoplásicos/efectos de los fármacos , Trasplante de Microbiota Fecal , Vida Libre de Gérmenes , Inhibidores de Puntos de Control Inmunológico/farmacología , Inhibidores de Puntos de Control Inmunológico/uso terapéutico , Melanoma/inmunología , Melanoma/microbiología , Melanoma/terapia , Unión Proteica/efectos de los fármacos , Linfocitos T/efectos de los fármacos , Linfocitos T/inmunología
14.
Nature ; 620(7974): 651-659, 2023 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-37468627

RESUMEN

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.


Asunto(s)
Antineoplásicos , Células Clonales , Resistencia a Antineoplásicos , Neoplasias , Humanos , Células Clonales/efectos de los fármacos , Células Clonales/metabolismo , Células Clonales/patología , Código de Barras del ADN Taxonómico , Resistencia a Antineoplásicos/efectos de los fármacos , Resistencia a Antineoplásicos/genética , Neoplasias/tratamiento farmacológico , Neoplasias/genética , Neoplasias/patología , RNA-Seq , Análisis de Expresión Génica de una Sola Célula , Células Tumorales Cultivadas , Antineoplásicos/farmacología
15.
Nature ; 611(7934): 155-160, 2022 11.
Artículo en Inglés | MEDLINE | ID: mdl-36289334

RESUMEN

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.


Asunto(s)
Melanoma , Terapia Neoadyuvante , Nivolumab , Humanos , Anticuerpos Monoclonales/efectos adversos , Anticuerpos Monoclonales/uso terapéutico , Inhibidores de Puntos de Control Inmunológico/efectos adversos , Inhibidores de Puntos de Control Inmunológico/uso terapéutico , Melanoma/tratamiento farmacológico , Melanoma/patología , Melanoma/cirugía , Terapia Neoadyuvante/efectos adversos , Terapia Neoadyuvante/métodos , Estadificación de Neoplasias , Nivolumab/efectos adversos , Nivolumab/uso terapéutico , Macrófagos/efectos de los fármacos , Quimioterapia Combinada , Tasa de Supervivencia
16.
Mol Cell ; 79(6): 878-880, 2020 09 17.
Artículo en Inglés | MEDLINE | ID: mdl-32946762

RESUMEN

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.


Asunto(s)
Microbioma Gastrointestinal , Carcinogénesis , Humanos , Oncogenes , Proteína p53 Supresora de Tumor/genética
17.
Immunity ; 48(6): 1077-1080, 2018 06 19.
Artículo en Inglés | MEDLINE | ID: mdl-29924973

RESUMEN

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.


Asunto(s)
Anticuerpos Monoclonales Humanizados , Inmunoterapia , Continuidad de la Atención al Paciente , Humanos , Melanoma
18.
Trends Immunol ; 44(8): 568-570, 2023 08.
Artículo en Inglés | MEDLINE | ID: mdl-37451906

RESUMEN

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.


Asunto(s)
Microbioma Gastrointestinal , Linfocitos T , Humanos , Inmunoterapia , Disbiosis
20.
Nature ; 577(7791): 561-565, 2020 01.
Artículo en Inglés | MEDLINE | ID: mdl-31942071

RESUMEN

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.


Asunto(s)
Melanoma/inmunología , Melanoma/terapia , Estructuras Linfoides Terciarias/inmunología , Antígenos CD20/metabolismo , Linfocitos B/inmunología , Linfocitos B/metabolismo , Antígeno B7-H1/antagonistas & inhibidores , Linfocitos T CD8-positivos/inmunología , Linfocitos T CD8-positivos/metabolismo , Quimiocina CXCL13/metabolismo , Humanos , Memoria Inmunológica/inmunología , Melanoma/genética , Melanoma/patología , Metástasis de la Neoplasia/genética , Metástasis de la Neoplasia/patología , Fenotipo , Pronóstico , Receptor de Muerte Celular Programada 1/antagonistas & inhibidores , Proteómica , RNA-Seq , Receptores CXCR5/metabolismo , Análisis de la Célula Individual , Tasa de Supervivencia , Factor 1 de Transcripción de Linfocitos T/metabolismo , Linfocitos T/inmunología , Linfocitos T/metabolismo , Estructuras Linfoides Terciarias/genética , Resultado del Tratamiento , Microambiente Tumoral/inmunología
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