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1.
Cancer Res Commun ; 4(3): 919-937, 2024 Mar 26.
Article in English | MEDLINE | ID: mdl-38546390

ABSTRACT

Lung cancer is the leading cause of cancer deaths. Lethal pulmonary adenocarcinomas (ADC) present with frequent mutations in the EGFR. Genetically engineered murine models of lung cancer expedited comprehension of the molecular mechanisms driving tumorigenesis and drug response. Here, we systematically analyzed the evolution of tumor heterogeneity in the context of dynamic interactions occurring with the intermingled tumor microenvironment (TME) by high-resolution transcriptomics. Our effort identified vulnerable tumor-specific epithelial cells, as well as their cross-talk with niche components (endothelial cells, fibroblasts, and tumor-infiltrating immune cells), whose symbiotic interface shapes tumor aggressiveness and is almost completely abolished by treatment with Unesbulin, a tubulin binding agent that reduces B cell-specific Moloney murine leukemia virus integration site 1 (BMI-1) activity. Simultaneous magnetic resonance imaging (MRI) analysis demonstrated decreased tumor growth, setting the stage for future investigations into the potential of novel therapeutic strategies for EGFR-mutant ADCs. SIGNIFICANCE: Targeting the TME is an attractive strategy for treatment of solid tumors. Here we revealed how EGFR-mutant landscapes are affected at the single-cell resolution level during Unesbulin treatment. This novel drug, by targeting cancer cells and their interactions with crucial TME components, could be envisioned for future therapeutic advancements.


Subject(s)
Antineoplastic Agents , Carcinoma, Non-Small-Cell Lung , Lung Neoplasms , Animals , Mice , Endothelial Cells , Tumor Microenvironment/genetics , Carcinoma, Non-Small-Cell Lung/drug therapy , Lung Neoplasms/drug therapy , Cell Communication , ErbB Receptors/genetics
2.
Commun Biol ; 4(1): 370, 2021 04 14.
Article in English | MEDLINE | ID: mdl-33854168

ABSTRACT

Lung cancer is the leading cause of cancer deaths. Tumor heterogeneity, which hampers development of targeted therapies, was herein deconvoluted via single cell RNA sequencing in aggressive human adenocarcinomas (carrying Kras-mutations) and comparable murine model. We identified a tumor-specific, mutant-KRAS-associated subpopulation which is conserved in both human and murine lung cancer. We previously reported a key role for the oncogene BMI-1 in adenocarcinomas. We therefore investigated the effects of in vivo PTC596 treatment, which affects BMI-1 activity, in our murine model. Post-treatment, MRI analysis showed decreased tumor size, while single cell transcriptomics concomitantly detected near complete ablation of the mutant-KRAS-associated subpopulation, signifying the presence of a pharmacologically targetable, tumor-associated subpopulation. Our findings therefore hold promise for the development of a targeted therapy for KRAS-mutant adenocarcinomas.


Subject(s)
Benzimidazoles/pharmacology , Carcinoma, Non-Small-Cell Lung/drug therapy , Epithelial Cells/drug effects , Lung Neoplasms/drug therapy , Mutation , Proto-Oncogene Proteins p21(ras)/genetics , Pyrazines/pharmacology , A549 Cells , Animals , Antineoplastic Agents , Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Non-Small-Cell Lung/metabolism , Carcinoma, Non-Small-Cell Lung/pathology , Epithelial Cells/metabolism , Epithelial Cells/pathology , Humans , Lung Neoplasms/genetics , Lung Neoplasms/metabolism , Lung Neoplasms/pathology , Mice, Inbred NOD , Mice, SCID , Mice, Transgenic , Molecular Targeted Therapy , Polycomb Repressive Complex 1/genetics , Polycomb Repressive Complex 1/metabolism , Proto-Oncogene Proteins/genetics , Proto-Oncogene Proteins/metabolism , RNA-Seq , Single-Cell Analysis , Tumor Burden/drug effects , Xenograft Model Antitumor Assays
3.
Biophys Chem ; 253: 106225, 2019 10.
Article in English | MEDLINE | ID: mdl-31323431

ABSTRACT

Several in vitro experiments have highlighted that the Polycomb group protein BMI1 plays a pivotal role in determining the biological functions of the Polycomb Repressor Complex 1 (PRC1), including its E3-ligase activity towards the Lys119 of histone H2A to yield ubiquitinated uH2A. The role of BMI1 in the epigenetic activity of PRC1 is particularly relevant in several cancers, particularly Non-Small Cell Lung Cancer (NSCLC). In this study, using indirect immunofluorescence protocols implemented on a confocal microscopy apparatus, we investigated the relationship between BMI1 and uH2A at different resolutions, in cultured (A549) and clinical NSCLC tissues, at the single cell level. In both cases, we observed a linear dependence of uH2A concentration upon BMI1 expression at the single nucleus level, indicating that the association of BMI1 to PRC1, which is needed for E3-ligase activity, occurs linearly in the physiological BMI1 concentration range. Additionally, in the NSCLC cell line model, a minor pool of uH2A may exist in absence of concurrent BMI1 expression, indicating non-exclusive, although predominant, role of BMI1 in the amplification of the E3-ligase activity of PRC1. A pharmacological downregulator of BMI1, PTC-209, was also tested in this context. Finally, the absence of significant colocalization (as measured by the Pearson's coefficient) between BMI1 and uH2A submicron clusters hints to a dynamic model where PRC1 resides transiently at ubiquitination sites. Beside unveiling subtle functional relationships between BMI1 and uH2A, these results also validate the use of uH2A as downstream "reporter" for BMI1 activity at the nuclear level in NSCLC contexts.


Subject(s)
Histones/chemistry , Optical Imaging , Polycomb Repressive Complex 1/chemistry , Single-Cell Analysis , Ubiquitins/chemistry , A549 Cells , Humans
4.
Cell Rep ; 28(2): 302-311.e5, 2019 07 09.
Article in English | MEDLINE | ID: mdl-31291568

ABSTRACT

The bone marrow microenvironment is composed of heterogeneous cell populations of non-hematopoietic cells with complex phenotypes and undefined trajectories of maturation. Among them, mesenchymal cells maintain the production of stromal, bone, fat, and cartilage cells. Resolving these unique cellular subsets within the bone marrow remains challenging. Here, we used single-cell RNA sequencing of non-hematopoietic bone marrow cells to define specific subpopulations. Furthermore, by combining computational prediction of the cell state hierarchy with the known expression of key transcription factors, we mapped differentiation paths to the osteocyte, chondrocyte, and adipocyte lineages. Finally, we validated our findings using lineage-specific reporter strains and targeted knockdowns. Our analysis reveals differentiation hierarchies for maturing stromal cells, determines key transcription factors along these trajectories, and provides an understanding of the complexity of the bone marrow microenvironment.


Subject(s)
Bone Marrow/metabolism , Stem Cell Niche/physiology , Cell Differentiation , Humans
5.
Int J Mol Sci ; 20(15)2019 Jul 25.
Article in English | MEDLINE | ID: mdl-31349607

ABSTRACT

Molecular mechanisms governing cell fate decision events in bone marrow mesenchymal stromal cells (MSC) are still poorly understood. Herein, we investigated the homeobox gene Prep1 as a candidate regulatory molecule, by adopting Prep1 hypomorphic mice as a model to investigate the effects of Prep1 downregulation, using in vitro and in vivo assays, including the innovative single cell RNA sequencing technology. Taken together, our findings indicate that low levels of Prep1 are associated to enhanced adipogenesis and a concomitant reduced osteogenesis in the bone marrow, suggesting Prep1 as a potential regulator of the adipo-osteogenic differentiation of mesenchymal stromal cells. Furthermore, our data suggest that in vivo decreased Prep1 gene dosage favors a pro-adipogenic phenotype and induces a "browning" effect in all fat tissues.


Subject(s)
Gene Expression Regulation , Homeodomain Proteins/genetics , Mesenchymal Stem Cells/cytology , Mesenchymal Stem Cells/metabolism , Adipogenesis/genetics , Adipose Tissue/diagnostic imaging , Adipose Tissue/metabolism , Animals , Bone Marrow/diagnostic imaging , Bone Marrow/metabolism , Cell Differentiation/genetics , Computational Biology/methods , Gene Expression Profiling , High-Throughput Nucleotide Sequencing , Homeodomain Proteins/metabolism , Mice , Osteogenesis/genetics , Single-Cell Analysis , X-Ray Microtomography
6.
Immunity ; 50(5): 1317-1334.e10, 2019 05 21.
Article in English | MEDLINE | ID: mdl-30979687

ABSTRACT

Tumor-infiltrating myeloid cells (TIMs) comprise monocytes, macrophages, dendritic cells, and neutrophils, and have emerged as key regulators of cancer growth. These cells can diversify into a spectrum of states, which might promote or limit tumor outgrowth but remain poorly understood. Here, we used single-cell RNA sequencing (scRNA-seq) to map TIMs in non-small-cell lung cancer patients. We uncovered 25 TIM states, most of which were reproducibly found across patients. To facilitate translational research of these populations, we also profiled TIMs in mice. In comparing TIMs across species, we identified a near-complete congruence of population structures among dendritic cells and monocytes; conserved neutrophil subsets; and species differences among macrophages. By contrast, myeloid cell population structures in patients' blood showed limited overlap with those of TIMs. This study determines the lung TIM landscape and sets the stage for future investigations into the potential of TIMs as immunotherapy targets.


Subject(s)
Carcinoma, Non-Small-Cell Lung/immunology , Dendritic Cells/immunology , Lung Neoplasms/immunology , Macrophages/immunology , Monocytes/immunology , Neutrophils/immunology , Animals , Base Sequence , Carcinoma, Non-Small-Cell Lung/pathology , Cell Line, Tumor , Gene Expression Profiling , Humans , Lung/immunology , Lung/pathology , Lung Neoplasms/pathology , Male , Mice , Mice, Inbred C57BL , Sequence Analysis, RNA
7.
EMBO Mol Med ; 10(3)2018 03.
Article in English | MEDLINE | ID: mdl-29449326

ABSTRACT

Metabolic reprogramming is widely known as a hallmark of cancer cells to allow adaptation of cells to sustain survival signals. In this report, we describe a novel oncogenic signaling pathway exclusively acting in mutated epidermal growth factor receptor (EGFR) non-small cell lung cancer (NSCLC) with acquired tyrosine kinase inhibitor (TKI) resistance. Mutated EGFR mediates TKI resistance through regulation of the fatty acid synthase (FASN), which produces 16-C saturated fatty acid palmitate. Our work shows that the persistent signaling by mutated EGFR in TKI-resistant tumor cells relies on EGFR palmitoylation and can be targeted by Orlistat, an FDA-approved anti-obesity drug. Inhibition of FASN with Orlistat induces EGFR ubiquitination and abrogates EGFR mutant signaling, and reduces tumor growths both in culture systems and in vivo Together, our data provide compelling evidence on the functional interrelationship between mutated EGFR and FASN and that the fatty acid metabolism pathway is a candidate target for acquired TKI-resistant EGFR mutant NSCLC patients.


Subject(s)
Carcinoma, Non-Small-Cell Lung/genetics , Fatty Acid Synthases/metabolism , Lipoylation , Lung Neoplasms/genetics , Mutation/genetics , Animals , Carcinoma, Non-Small-Cell Lung/pathology , Cell Line, Tumor , Cell Proliferation/drug effects , Drug Resistance, Neoplasm/drug effects , Drug Resistance, Neoplasm/genetics , ErbB Receptors/genetics , Fatty Acid Synthases/antagonists & inhibitors , Fatty Acids/metabolism , Gene Expression Regulation, Neoplastic/drug effects , Gene Silencing/drug effects , Lung Neoplasms/pathology , Male , Mice, Transgenic , Models, Biological , Orlistat/pharmacology , Protein Kinase Inhibitors/pharmacology , Proto-Oncogene Proteins c-akt/metabolism , Signal Transduction/drug effects , Ubiquitination/drug effects , Up-Regulation/drug effects , Up-Regulation/genetics , Xenograft Model Antitumor Assays
8.
Appl Biochem Biotechnol ; 151(2-3): 371-9, 2008 Dec.
Article in English | MEDLINE | ID: mdl-18459071

ABSTRACT

Plackett and Burman design criterion and central composite design were applied successfully for enhanced production of laccase by Coriolus versicolor NCIM 996 for the first time. Plackett and Burman design criterion was applied to screen the significance of ten nutrients on laccase production by C. versicolor NCIM 996. Out of the ten nutrients tested, starch, yeast extract, MnSO(4), MgSO(4) x 7H(2)O, and phenol were found to have significant effect on laccase production. A central composite design was applied to determine the optimum concentrations of the significant variables obtained from Plackett-Burman design. The optimized medium composition for production of laccase was (g/l): starch, 30.0; yeast extract, 4.53; MnSO(4), 0.002; MgSO(4) x 7H(2)O, 0.755; and phenol, 0.026, and the optimum laccase production was 6,590.26 (U/l), which was 7.6 times greater than the control.


Subject(s)
Laccase/biosynthesis , Trametes/enzymology , Culture Media , Industrial Microbiology/methods
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