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1.
Cell ; 185(14): 2591-2608.e30, 2022 07 07.
Artículo en Inglés | MEDLINE | ID: mdl-35803246

RESUMEN

Melanoma brain metastasis (MBM) frequently occurs in patients with advanced melanoma; yet, our understanding of the underlying salient biology is rudimentary. Here, we performed single-cell/nucleus RNA-seq in 22 treatment-naive MBMs and 10 extracranial melanoma metastases (ECMs) and matched spatial single-cell transcriptomics and T cell receptor (TCR)-seq. Cancer cells from MBM were more chromosomally unstable, adopted a neuronal-like cell state, and enriched for spatially variably expressed metabolic pathways. Key observations were validated in independent patient cohorts, patient-derived MBM/ECM xenograft models, RNA/ATAC-seq, proteomics, and multiplexed imaging. Integrated spatial analyses revealed distinct geography of putative cancer immune evasion and evidence for more abundant intra-tumoral B to plasma cell differentiation in lymphoid aggregates in MBM. MBM harbored larger fractions of monocyte-derived macrophages and dysfunctional TOX+CD8+ T cells with distinct expression of immune checkpoints. This work provides comprehensive insights into MBM biology and serves as a foundational resource for further discovery and therapeutic exploration.


Asunto(s)
Neoplasias Encefálicas , Melanoma , Neoplasias Encefálicas/tratamiento farmacológico , Neoplasias Encefálicas/secundario , Linfocitos T CD8-positivos/patología , Ecosistema , Humanos , RNA-Seq
2.
mSystems ; 7(2): e0146621, 2022 04 26.
Artículo en Inglés | MEDLINE | ID: mdl-35319251

RESUMEN

Suppression of the host innate immune response is a critical aspect of viral replication. Upon infection, viruses may introduce one or more proteins that inhibit key immune pathways, such as the type I interferon pathway. However, the ability to predict and evaluate viral protein bioactivity on targeted pathways remains challenging and is typically done on a single-virus or -gene basis. Here, we present a medium-throughput high-content cell-based assay to reveal the immunosuppressive effects of viral proteins. To test the predictive power of our approach, we developed a library of 800 genes encoding known, predicted, and uncharacterized human virus genes. We found that previously known immune suppressors from numerous viral families such as Picornaviridae and Flaviviridae recorded positive responses. These include a number of viral proteases for which we further confirmed that innate immune suppression depends on protease activity. A class of predicted inhibitors encoded by Rhabdoviridae viruses was demonstrated to block nuclear transport, and several previously uncharacterized proteins from uncultivated viruses were shown to inhibit nuclear transport of the transcription factors NF-κB and interferon regulatory factor 3 (IRF3). We propose that this pathway-based assay, together with early sequencing, gene synthesis, and viral infection studies, could partly serve as the basis for rapid in vitro characterization of novel viral proteins. IMPORTANCE Infectious diseases caused by viral pathogens exacerbate health care and economic burdens. Numerous viral biomolecules suppress the human innate immune system, enabling viruses to evade an immune response from the host. Despite our current understanding of viral replications and immune evasion, new viral proteins, including those encoded by uncultivated viruses or emerging viruses, are being unearthed at a rapid pace from large-scale sequencing and surveillance projects. The use of medium- and high-throughput functional assays to characterize immunosuppressive functions of viral proteins can advance our understanding of viral replication and possibly treatment of infections. In this study, we assembled a large viral-gene library from diverse viral families and developed a high-content assay to test for inhibition of innate immunity pathways. Our work expands the tools that can rapidly link sequence and protein function, representing a practical step toward early-stage evaluation of emerging and understudied viruses.


Asunto(s)
Inmunidad Innata , Virus , Humanos , FN-kappa B , Evasión Inmune , Virus/genética , Proteínas Virales/genética , Genes Virales
3.
Proc Natl Acad Sci U S A ; 118(48)2021 11 30.
Artículo en Inglés | MEDLINE | ID: mdl-34819364

RESUMEN

Mitotic errors can activate cyclic GMP-AMP synthase (cGAS) and induce type I interferon (IFN) signaling. Current models propose that chromosome segregation errors generate micronuclei whose rupture activates cGAS. We used a panel of antimitotic drugs to perturb mitosis in human fibroblasts and measured abnormal nuclear morphologies, cGAS localization, and IFN signaling in the subsequent interphase. Micronuclei consistently recruited cGAS without activating it. Instead, IFN signaling correlated with formation of cGAS-coated chromatin bridges that were selectively generated by microtubule stabilizers and MPS1 inhibitors. cGAS activation by chromatin bridges was suppressed by drugs that prevented cytokinesis. We confirmed cGAS activation by chromatin bridges in cancer lines that are unable to secrete IFN by measuring paracrine transfer of 2'3'-cGAMP to fibroblasts, and in mouse cells. We propose that cGAS is selectively activated by self-chromatin when it is stretched in chromatin bridges. Immunosurveillance of cells that fail mitosis, and antitumor actions of taxanes and MPS1 inhibitors, may depend on this effect.


Asunto(s)
Cromatina/fisiología , Mitosis/fisiología , Nucleotidiltransferasas/metabolismo , Línea Celular Tumoral , Cromatina/genética , Humanos , Interferón Tipo I/genética , Péptidos y Proteínas de Señalización Intracelular/metabolismo , Proteínas de la Membrana/genética , Micronúcleo Germinal/genética , Micronúcleo Germinal/fisiología , Mitosis/efectos de los fármacos , Mitosis/genética , Neoplasias/metabolismo , Nucleótidos Cíclicos/metabolismo , Nucleotidiltransferasas/genética , Nucleotidiltransferasas/fisiología , Transducción de Señal
4.
Adv Ther (Weinh) ; 4(5)2021 May.
Artículo en Inglés | MEDLINE | ID: mdl-33997272

RESUMEN

Multiple potent covalent inhibitors for mutant KRAS G12C have been described and some are in clinical trials. These small molecule inhibitors potentially allow for companion imaging probe development, thereby expanding the chemical biology toolkit to investigate mutant KRAS biology. Herein, we synthesized and tested a series of fluorescent companion imaging drugs (CID) for KRAS G12C, using two scaffolds, ARS-1323 and AMG-510. We created four fluorescent derivatives of each by attaching BODIPY dyes. We found that two fluorescent derivatives (BODIPY FL and BODIPY TMR) of ARS-1323 bind mutant KRAS and can be used for biochemical binding screens. Unfortunately, these drugs could not be used as direct imaging agents in cells, likely because of non-specific membrane labeling. To circumvent this challenge, we then used a two step procedure in cancer cells where an ARS-1323 alkyne is used for target binding followed by fluorescence imaging after in situ click chemsitry with picolyl azide Alexa Fluor 647. We show that this approach can be used to image mutant KRAS G12C directly in cells. Given the current lack of mutant KRAS G12C specific antibodies, these reagents could be useful for specific fluorescence imaging.

5.
Cell Chem Biol ; 27(1): 94-104.e5, 2020 01 16.
Artículo en Inglés | MEDLINE | ID: mdl-31902676

RESUMEN

Immune-checkpoint blockers can promote sustained clinical responses in a subset of cancer patients. Recent research has shown that a subpopulation of tumor-infiltrating dendritic cells functions as gatekeepers, sensitizing tumors to anti-PD-1 treatment via production of interleukin-12 (IL-12). Hypothesizing that myeloid cell-targeted nanomaterials could be used to deliver small-molecule IL-12 inducers, we performed high-content image-based screening to identify the most efficacious small-molecule compounds. Using one lead candidate, LCL161, we created a myeloid-targeted nanoformulation that induced IL-12 production in intratumoral myeloid cells in vivo, slowed tumor growth as a monotherapy, and had no significant systemic toxicity. These results pave the way for developing combination immunotherapeutics by harnessing IL-12 production for immunostimulation.


Asunto(s)
Alquinos/farmacología , Antineoplásicos/farmacología , Apoptosis/efectos de los fármacos , Neoplasias del Colon/terapia , Inmunoterapia , Células Mieloides/efectos de los fármacos , Oligopéptidos/farmacología , Bibliotecas de Moléculas Pequeñas/farmacología , Tiazoles/farmacología , Alquinos/química , Animales , Antineoplásicos/química , Línea Celular Tumoral , Neoplasias del Colon/metabolismo , Neoplasias del Colon/patología , Células Dendríticas , Portadores de Fármacos/química , Evaluación Preclínica de Medicamentos , Interleucina-12/biosíntesis , Ratones , Células Mieloides/metabolismo , Células Mieloides/patología , Nanopartículas/química , Oligopéptidos/química , Bibliotecas de Moléculas Pequeñas/química , Tiazoles/química
6.
RSC Chem Biol ; 1(4): 166-176, 2020 Oct 01.
Artículo en Inglés | MEDLINE | ID: mdl-34458756

RESUMEN

Interleukin-12 (IL-12) has emerged as an attractive cytokine for cancer therapy because it has direct anti-cancer effects and additionally plays a critical role in enhancing checkpoint inhibitors. Given these multiple modes of actions, identifying means to pharmacologically induce IL-12 production in the tumor microenvironment has become important. In this review, we highlight therapeutics that promote IL-12 induction in tumor-associated myeloid cells through the non-canonical NFkB pathway. We discuss existing clinical trials and briefly examine the additional pathway targets that warrant further exploration for drug discovery.

7.
Theranostics ; 9(25): 7714-7729, 2019.
Artículo en Inglés | MEDLINE | ID: mdl-31695796

RESUMEN

Myeloid derived macrophages play a key role in many human diseases, and their therapeutic modulation via pharmacological means is receiving considerable attention. Of particular interest is the fact that these cells are i) dynamic phenotypes well suited to therapeutic manipulation and ii) phagocytic, allowing them to be efficiently targeted with nanoformulations. However, it is important to consider that macrophages represent heterogeneous populations of subtypes with often competing biological behaviors and functions. In order to develop next generation therapeutics, it is therefore essential to screen for biological effects through a combination of in vitro and in vivo assays. Here, we review the state-of-the-art techniques, including both cell based screens and in vivo imaging tools that have been developed for assessment of macrophage phenotype. We conclude with a forward-looking perspective on the growing need for noninvasive macrophage assessment and laboratory assays to be put into clinical practice and the potential broader impact of myeloid-targeted therapeutics.


Asunto(s)
Macrófagos/efectos de los fármacos , Animales , Humanos , Células Mieloides/efectos de los fármacos , Fenotipo
8.
ACS Chem Biol ; 13(4): 1066-1081, 2018 04 20.
Artículo en Inglés | MEDLINE | ID: mdl-29553248

RESUMEN

We screened a library of bioactive small molecules for activators and inhibitors of innate immune signaling through IRF3 and NFkB pathways with the goals of advancing pathway understanding and discovering probes for immunology research. We used high content screening to measure the translocation from the cytoplasm to nucleus of IRF3 and NFkB in primary human macrophages; these transcription factors play a critical role in the activation of STING and other pro-inflammatory pathways. Our pathway activator screen yielded a diverse set of hits that promoted nuclear translocation of IRF3 and/or NFkB, but the majority of these compounds did not cause activation of downstream pathways. Screening for antagonists of the STING pathway yielded multiple kinase inhibitors, some of which inhibit kinases not previously known to regulate the activity of this pathway. Structure-activity relationships (SARs) and subsequent chemical proteomics experiments suggested that MAPKAPK5 (PRAK) is a kinase that regulates IRF3 translocation in human macrophages. Our work establishes a high content screening approach for measuring pro-inflammatory pathways in human macrophages and identifies novel ways to inhibit such pathways; among the targets of the screen are several molecules that may merit further development as anti-inflammatory drugs.


Asunto(s)
Factor 3 Regulador del Interferón/antagonistas & inhibidores , Macrófagos/química , Proteínas de la Membrana/antagonistas & inhibidores , FN-kappa B/metabolismo , Bibliotecas de Moléculas Pequeñas/farmacología , Transporte Activo de Núcleo Celular/efectos de los fármacos , Evaluación Preclínica de Medicamentos , Humanos , Péptidos y Proteínas de Señalización Intracelular/fisiología , Inhibidores de Proteínas Quinasas/farmacología , Proteínas Serina-Treonina Quinasas/fisiología , Transducción de Señal/efectos de los fármacos
9.
Phys Rev E ; 93: 042410, 2016 04.
Artículo en Inglés | MEDLINE | ID: mdl-27176332

RESUMEN

Hydrophobic thickness mismatch between integral membrane proteins and the surrounding lipid bilayer can produce lipid bilayer thickness deformations. Experiment and theory have shown that protein-induced lipid bilayer thickness deformations can yield energetically favorable bilayer-mediated interactions between integral membrane proteins, and large-scale organization of integral membrane proteins into protein clusters in cell membranes. Within the continuum elasticity theory of membranes, the energy cost of protein-induced bilayer thickness deformations can be captured by considering compression and expansion of the bilayer hydrophobic core, membrane tension, and bilayer bending, resulting in biharmonic equilibrium equations describing the shape of lipid bilayers for a given set of bilayer-protein boundary conditions. Here we develop a combined analytic and numerical methodology for the solution of the equilibrium elastic equations associated with protein-induced lipid bilayer deformations. Our methodology allows accurate prediction of thickness-mediated protein interactions for arbitrary protein symmetries at arbitrary protein separations and relative orientations. We provide exact analytic solutions for cylindrical integral membrane proteins with constant and varying hydrophobic thickness, and develop perturbative analytic solutions for noncylindrical protein shapes. We complement these analytic solutions, and assess their accuracy, by developing both finite element and finite difference numerical solution schemes. We provide error estimates of our numerical solution schemes and systematically assess their convergence properties. Taken together, the work presented here puts into place an analytic and numerical framework which allows calculation of bilayer-mediated elastic interactions between integral membrane proteins for the complicated protein shapes suggested by structural biology and at the small protein separations most relevant for the crowded membrane environments provided by living cells.


Asunto(s)
Membrana Dobles de Lípidos/química , Membrana Dobles de Lípidos/metabolismo , Proteínas de la Membrana/metabolismo , Análisis de Elementos Finitos , Unión Proteica
10.
Sci Rep ; 6: 19214, 2016 Jan 14.
Artículo en Inglés | MEDLINE | ID: mdl-26771082

RESUMEN

Experiments have revealed that membrane proteins can form two-dimensional clusters with regular translational and orientational protein arrangements, which may allow cells to modulate protein function. However, the physical mechanisms yielding supramolecular organization and collective function of membrane proteins remain largely unknown. Here we show that bilayer-mediated elastic interactions between membrane proteins can yield regular and distinctive lattice architectures of protein clusters, and may provide a link between lattice architecture and lattice function. Using the mechanosensitive channel of large conductance (MscL) as a model system, we obtain relations between the shape of MscL and the supramolecular architecture of MscL lattices. We predict that the tetrameric and pentameric MscL symmetries observed in previous structural studies yield distinct lattice architectures of MscL clusters and that, in turn, these distinct MscL lattice architectures yield distinct lattice activation barriers. Our results suggest general physical mechanisms linking protein symmetry, the lattice architecture of membrane protein clusters, and the collective function of membrane protein lattices.


Asunto(s)
Mecanotransducción Celular , Proteínas de la Membrana/química , Proteínas de la Membrana/metabolismo , Modelos Moleculares , Conformación Proteica , Algoritmos , Membrana Celular/química , Membrana Celular/metabolismo , Membrana Dobles de Lípidos/química , Modelos Estadísticos , Unión Proteica , Multimerización de Proteína , Relación Estructura-Actividad
11.
PLoS One ; 8(4): e60988, 2013.
Artículo en Inglés | MEDLINE | ID: mdl-23593370

RESUMEN

Recent advances in the field of intravital imaging have for the first time allowed us to conduct pharmacokinetic and pharmacodynamic studies at the single cell level in live animal models. Due to these advances, there is now a critical need for automated analysis of pharmacokinetic data. To address this, we began by surveying common thresholding methods to determine which would be most appropriate for identifying fluorescently labeled drugs in intravital imaging. We then developed a segmentation algorithm that allows semi-automated analysis of pharmacokinetic data at the single cell level. Ultimately, we were able to show that drug concentrations can indeed be extracted from serial intravital imaging in an automated fashion. We believe that the application of this algorithm will be of value to the analysis of intravital microscopy imaging particularly when imaging drug action at the single cell level.


Asunto(s)
Preparaciones Farmacéuticas/administración & dosificación , Análisis de la Célula Individual , Algoritmos , Línea Celular Tumoral , Humanos , Distribución Tisular
12.
Tissue Eng Part A ; 16(10): 3023-31, 2010 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-20486799

RESUMEN

Tooth infections or injuries involving dental pulp are treated routinely by root canal therapy. Endodontically treated teeth are devitalized, susceptible to re-infections, fractures, and subsequent tooth loss. Here, we report regeneration of dental-pulp-like tissue by cell homing and without cell transplantation. Upon in vivo implantation of endodontically treated real-size, native human teeth in mouse dorsum for the tested 3 weeks, delivery of basic fibroblast growth factor and/or vascular endothelial growth factor (bFGF and/or VEGF) yielded re-cellularized and revascularized connective tissue that integrated to native dentinal wall in root canals. Further, combined delivery of bFGF, VEGF, or platelet-derived growth factor (PDGF) with a basal set of nerve growth factor (NGF) and bone morphogenetic protein-7 (BMP7) generated cellularized and vascularized tissues positive of VEGF antibody staining and apparent neo-dentin formation over the surface of native dentinal wall in some, but not all, endodontically treated teeth. Newly formed dental pulp tissue appeared dense with disconnected cells surrounded by extracellular matrix. Erythrocyte-filled blood vessels were present with endothelial-like cell lining. Reconstructed, multiple microscopic images showed complete fill of dental-pulp-like tissue in the entire root canal from root apex to pulp chamber with tissue integration to dentinal wall upon delivery of bFGF, VEGF, or PDGF with a basal set of NGF and BMP7. Quantitative ELISA showed that combinatory delivery of bFGF, VEGF, or PDGF with basal NGF and BMP7 elaborated von Willerbrand factor, dentin sialoprotein, and NGF. These findings represent the first demonstration of regenerated dental-pulp-like tissue in endodontically treated root canals of real-size, native human teeth. The present chemotaxis-based approach has potent cell homing effects for re-cellularization and revascularization in endodontically treated root canals in vivo, although in an ectopic model. Regeneration of dental pulp by cell homing, rather than cell delivery, may accelerate clinical translation.


Asunto(s)
Quimiotaxis , Pulpa Dental/citología , Pulpa Dental/metabolismo , Ingeniería de Tejidos/métodos , Animales , Proteína Morfogenética Ósea 7/farmacología , Quimiotaxis/efectos de los fármacos , Ensayo de Inmunoadsorción Enzimática , Proteínas de la Matriz Extracelular/metabolismo , Factor 2 de Crecimiento de Fibroblastos/farmacología , Humanos , Inmunohistoquímica , Masculino , Ratones , Neovascularización Fisiológica/efectos de los fármacos , Neovascularización Fisiológica/fisiología , Factor de Crecimiento Nervioso/farmacología , Fosfoproteínas/metabolismo , Sialoglicoproteínas/metabolismo , Andamios del Tejido/química , Diente no Vital , Factor A de Crecimiento Endotelial Vascular/farmacología , Factor de von Willebrand/metabolismo
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