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1.
bioRxiv ; 2024 Sep 25.
Artículo en Inglés | MEDLINE | ID: mdl-39372744

RESUMEN

Despite promising results with immune checkpoint blockade (ICB) therapy, outcomes for patients with brain metastasis (BrM) remain poor. Identifying resistance determinants has been hindered by limited access to patient samples and relevant preclinical models. Here, we developed two mouse melanoma BrM models that reflect the disparate responses to ICB observed in patients. We demonstrate that these models recapitulate the cellular and molecular features of human disease and identify key factors contributing to ICB response. Responsive tumor cells (BR1) expressed inflammatory programs that polarized microglia toward reactive states, characterized by upregulation of MHC-I/-II and immunostimulatory molecules, eliciting robust T cell recruitment. Conversely, resistant melanoma cells (BR3) maintained microglia homeostasis, resulting in poor T cell infiltration. BR1 and BR3 expression signatures correlated positively or negatively with T cell infiltration and BrM patient outcomes, respectively. Our study addresses an unmet need by providing clinically relevant models and uncovering mechanistic insights into BrM ICB responses, identifying potential biomarkers and therapeutic targets.

2.
bioRxiv ; 2023 Apr 05.
Artículo en Inglés | MEDLINE | ID: mdl-37333132

RESUMEN

Intratumoral heterogeneity (ITH) can promote cancer progression and treatment failure, but the complexity of the regulatory programs and contextual factors involved complicates its study. To understand the specific contribution of ITH to immune checkpoint blockade (ICB) response, we generated single cell-derived clonal sublines from an ICB-sensitive and genetically and phenotypically heterogeneous mouse melanoma model, M4. Genomic and single cell transcriptomic analyses uncovered the diversity of the sublines and evidenced their plasticity. Moreover, a wide range of tumor growth kinetics were observed in vivo , in part associated with mutational profiles and dependent on T cell-response. Further inquiry into melanoma differentiation states and tumor microenvironment (TME) subtypes of untreated tumors from the clonal sublines demonstrated correlations between highly inflamed and differentiated phenotypes with the response to anti-CTLA-4 treatment. Our results demonstrate that M4 sublines generate intratumoral heterogeneity at both levels of intrinsic differentiation status and extrinsic TME profiles, thereby impacting tumor evolution during therapeutic treatment. These clonal sublines proved to be a valuable resource to study the complex determinants of response to ICB, and specifically the role of melanoma plasticity in immune evasion mechanisms.

3.
Nat Med ; 28(7): 1421-1431, 2022 07.
Artículo en Inglés | MEDLINE | ID: mdl-35501486

RESUMEN

Despite breakthroughs in cancer immunotherapy, most tumor-reactive T cells cannot persist in solid tumors due to an immunosuppressive environment. We developed Tres (tumor-resilient T cell), a computational model utilizing single-cell transcriptomic data to identify signatures of T cells that are resilient to immunosuppressive signals, such as transforming growth factor-ß1, tumor necrosis factor-related apoptosis-inducing ligand and prostaglandin E2. Tres reliably predicts clinical responses to immunotherapy in melanoma, lung cancer, triple-negative breast cancer and B cell malignancies using bulk T cell transcriptomic data from pre-treatment tumors from patients who received immune-checkpoint inhibitors (n = 38), infusion products for chimeric antigen receptor T cell therapies (n = 34) and pre-manufacture samples for chimeric antigen receptor T cell or tumor-infiltrating lymphocyte therapies (n = 84). Further, Tres identified FIBP, whose functions are largely unknown, as the top negative marker of tumor-resilient T cells across many solid tumor types. FIBP knockouts in murine and human donor CD8+ T cells significantly enhanced T cell-mediated cancer killing in in vitro co-cultures. Further, Fibp knockout in murine T cells potentiated the in vivo efficacy of adoptive cell transfer in the B16 tumor model. Fibp knockout T cells exhibit reduced cholesterol metabolism, which inhibits effector T cell function. These results demonstrate the utility of Tres in identifying biomarkers of T cell effectiveness and potential therapeutic targets for immunotherapies in solid tumors.


Asunto(s)
Melanoma , Receptores Quiméricos de Antígenos , Animales , Linfocitos T CD8-positivos , Proteínas Portadoras , Humanos , Inmunoterapia/métodos , Inmunoterapia Adoptiva/métodos , Proteínas de la Membrana , Ratones
4.
Nat Med ; 26(5): 781-791, 2020 05.
Artículo en Inglés | MEDLINE | ID: mdl-32284588

RESUMEN

Although immunotherapy has revolutionized cancer treatment, only a subset of patients demonstrate durable clinical benefit. Definitive predictive biomarkers and targets to overcome resistance remain unidentified, underscoring the urgency to develop reliable immunocompetent models for mechanistic assessment. Here we characterize a panel of syngeneic mouse models, representing a variety of molecular and phenotypic subtypes of human melanomas and exhibiting their diverse range of responses to immune checkpoint blockade (ICB). Comparative analysis of genomic, transcriptomic and tumor-infiltrating immune cell profiles demonstrated alignment with clinical observations and validated the correlation of T cell dysfunction and exclusion programs with resistance. Notably, genome-wide expression analysis uncovered a melanocytic plasticity signature predictive of patient outcome in response to ICB, suggesting that the multipotency and differentiation status of melanoma can determine ICB benefit. Our comparative preclinical platform recapitulates melanoma clinical behavior and can be employed to identify mechanisms and treatment strategies to improve patient care.


Asunto(s)
Ensayos de Selección de Medicamentos Antitumorales , Inmunoterapia , Melanoma/patología , Melanoma/terapia , Animales , Antineoplásicos Inmunológicos/uso terapéutico , Antígeno CTLA-4/inmunología , Células Cultivadas , Modelos Animales de Enfermedad , Ensayos de Selección de Medicamentos Antitumorales/métodos , Femenino , Regulación Neoplásica de la Expresión Génica/efectos de los fármacos , Heterogeneidad Genética , Humanos , Inmunoterapia/efectos adversos , Inmunoterapia/métodos , Ipilimumab/uso terapéutico , Melanoma/diagnóstico , Melanoma/genética , Ratones , Ratones Endogámicos C57BL , Ratones Transgénicos , Pronóstico , Receptor de Muerte Celular Programada 1/inmunología , RNA-Seq , Resultado del Tratamiento , Secuenciación Completa del Genoma
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