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1.
Med ; 5(7): 759-779.e7, 2024 Jul 12.
Artículo en Inglés | MEDLINE | ID: mdl-38593812

RESUMEN

BACKGROUND: The treatment of melanoma, the deadliest form of skin cancer, has greatly benefited from immunotherapy. However, many patients do not show a durable response, which is only partially explained by known resistance mechanisms. METHODS: We performed single-cell RNA sequencing of tumor immune infiltrates and matched peripheral blood mononuclear cells of 22 checkpoint inhibitor (CPI)-naive stage III-IV metastatic melanoma patients. After sample collection, the same patients received CPI treatment, and their response was assessed. FINDINGS: CPI responders showed high levels of classical monocytes in peripheral blood, which preferentially transitioned toward CXCL9-expressing macrophages in tumors. Trajectories of tumor-infiltrating CD8+ T cells diverged at the level of effector memory/stem-like T cells, with non-responder cells progressing into a state characterized by cellular stress and apoptosis-related gene expression. Consistently, predicted non-responder-enriched myeloid-T/natural killer cell interactions were primarily immunosuppressive, while responder-enriched interactions were supportive of T cell priming and effector function. CONCLUSIONS: Our study illustrates that the tumor immune microenvironment prior to CPI treatment can be indicative of response. In perspective, modulating the myeloid and/or effector cell compartment by altering the described cell interactions and transitions could improve immunotherapy response. FUNDING: This research was funded by Roche Pharma Research and Early Development.


Asunto(s)
Inhibidores de Puntos de Control Inmunológico , Melanoma , Neoplasias Cutáneas , Microambiente Tumoral , Humanos , Melanoma/tratamiento farmacológico , Melanoma/inmunología , Melanoma/patología , Inhibidores de Puntos de Control Inmunológico/uso terapéutico , Inhibidores de Puntos de Control Inmunológico/farmacología , Microambiente Tumoral/efectos de los fármacos , Microambiente Tumoral/inmunología , Neoplasias Cutáneas/inmunología , Neoplasias Cutáneas/tratamiento farmacológico , Neoplasias Cutáneas/patología , Linfocitos T CD8-positivos/inmunología , Linfocitos T CD8-positivos/efectos de los fármacos , Linfocitos T CD8-positivos/metabolismo , Masculino , Femenino , Células Mieloides/inmunología , Células Mieloides/efectos de los fármacos , Células Mieloides/metabolismo , Linfocitos Infiltrantes de Tumor/inmunología , Linfocitos Infiltrantes de Tumor/efectos de los fármacos , Linfocitos Infiltrantes de Tumor/metabolismo , Persona de Mediana Edad , Células Asesinas Naturales/inmunología , Células Asesinas Naturales/efectos de los fármacos
2.
NAR Genom Bioinform ; 3(4): lqab102, 2021 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-34761219

RESUMEN

Single-cell RNA sequencing (scRNA-seq) revolutionized our understanding of disease biology. The promise it presents to also transform translational research requires highly standardized and robust software workflows. Here, we present the toolkit Besca, which streamlines scRNA-seq analyses and their use to deconvolute bulk RNA-seq data according to current best practices. Beyond a standard workflow covering quality control, filtering, and clustering, two complementary Besca modules, utilizing hierarchical cell signatures and supervised machine learning, automate cell annotation and provide harmonized nomenclatures. Subsequently, the gene expression profiles can be employed to estimate cell type proportions in bulk transcriptomics data. Using multiple, diverse scRNA-seq datasets, some stemming from highly heterogeneous tumor tissue, we show how Besca aids acceleration, interoperability, reusability and interpretability of scRNA-seq data analyses, meeting crucial demands in translational research and beyond.

3.
Front Immunol ; 12: 635615, 2021.
Artículo en Inglés | MEDLINE | ID: mdl-33777025

RESUMEN

Circulating CD11c+ B cells are a key phenomenon in certain types of autoimmunity but have also been described in the context of regular immune responses (i.e., infections, vaccination). Using mass cytometry to profile 46 different markers on individual immune cells, we systematically initially confirmed the presence of increased CD11c+ B cells in the blood of systemic lupus erythematosus (SLE) patients. Notably, significant differences in the expression of CD21, CD27, and CD38 became apparent between CD11c- and CD11c+ B cells. We observed direct correlation of the frequency of CD21-CD27- B cells and CD21-CD38- B cells with CD11c+ B cells, which were most pronounced in SLE compared to primary Sjögren's syndrome patients (pSS) and healthy donors (HD). Thus, CD11c+ B cells resided mainly within memory subsets and were enriched in CD27-IgD-, CD21-CD27-, and CD21-CD38- B cell phenotypes. CD11c+ B cells from all donor groups (SLE, pSS, and HD) showed enhanced CD69, Ki-67, CD45RO, CD45RA, and CD19 expression, whereas the membrane expression of CXCR5 and CD21 were diminished. Notably, SLE CD11c+ B cells showed enhanced expression of the checkpoint molecules CD86, PD1, PDL1, CD137, VISTA, and CTLA-4 compared to HD. The substantial increase of CD11c+ B cells with a CD21- phenotype co-expressing distinct activation and checkpoint markers, points to a quantitative increased alternate (extrafollicular) B cell activation route possibly related to abnormal immune regulation as seen under the striking inflammatory conditions of SLE which shows a characteristic PD-1/PD-L1 upregulation.


Asunto(s)
Autoinmunidad , Linfocitos B/inmunología , Antígeno CD11c/sangre , Citometría de Flujo , Inmunofenotipificación , Lupus Eritematoso Sistémico/inmunología , Activación de Linfocitos , Síndrome de Sjögren/inmunología , ADP-Ribosil Ciclasa 1/sangre , Linfocitos B/metabolismo , Antígeno B7-H1/sangre , Biomarcadores/sangre , Estudios de Casos y Controles , Humanos , Lupus Eritematoso Sistémico/sangre , Lupus Eritematoso Sistémico/diagnóstico , Glicoproteínas de Membrana/sangre , Fenotipo , Receptor de Muerte Celular Programada 1/sangre , Receptores de Complemento 3d/sangre , Síndrome de Sjögren/sangre , Síndrome de Sjögren/diagnóstico , Miembro 7 de la Superfamilia de Receptores de Factores de Necrosis Tumoral/sangre
4.
ACS Chem Biol ; 14(10): 2215-2223, 2019 10 18.
Artículo en Inglés | MEDLINE | ID: mdl-31553577

RESUMEN

Proteolysis targeting chimeras are bifunctional small molecules capable of recruiting a target protein of interest to an E3 ubiquitin ligase that facilitates target ubiquitination followed by proteasome-mediated degradation. The first molecules acting on this novel therapeutic paradigm have just entered clinical testing. Here, by using Bromodomain Containing 4 (BRD4) degraders engaging cereblon and Von Hippel-Lindau E3 ligases, we investigated key determinants of resistance to this new mode of action. A loss-of-function screen for genes required for BRD4 degradation revealed strong dependence on the E2 and E3 ubiquitin ligases as well as for members of the COP9 signalosome complex for both cereblon- and Von Hippel-Lindau-engaging BRD4 degraders. Cancer cell lines raised to resist BRD4 degraders manifested a degrader-specific mechanism of resistance, resulting from the loss of components of the ubiquitin proteasome system. In addition, degrader profiling in a cancer cell line panel revealed a differential pattern of activity of Von Hippel-Lindau- and cereblon-based degraders, highlighting the need for the identification of degradation-predictive biomarkers enabling effective patient stratification.


Asunto(s)
Proteínas Adaptadoras Transductoras de Señales/metabolismo , Azepinas/farmacología , Proteínas de Ciclo Celular/metabolismo , Resistencia a Medicamentos/efectos de los fármacos , Factores de Transcripción/metabolismo , Proteína Supresora de Tumores del Síndrome de Von Hippel-Lindau/metabolismo , Proteínas de Ciclo Celular/química , Línea Celular Tumoral , Dipéptidos/farmacología , Células HEK293 , Humanos , Ftalimidas/farmacología , Prueba de Estudio Conceptual , Proteolisis , Factores de Transcripción/química , Ubiquitina-Proteína Ligasas/metabolismo
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