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1.
Nat Commun ; 14(1): 5576, 2023 09 11.
Artigo em Inglês | MEDLINE | ID: mdl-37696888

RESUMO

Exosomal PD-L1 (exoPD-L1) has recently received significant attention as a biomarker predicting immunotherapeutic responses involving the PD1/PD-L1 pathway. However, current technologies for exosomal analysis rely primarily on bulk measurements that do not consider the heterogeneity found within exosomal subpopulations. Here, we present a nanoscale cytometry platform NanoEPIC, enabling phenotypic sorting and exoPD-L1 profiling from blood plasma. We highlight the efficacy of NanoEPIC in monitoring anti-PD-1 immunotherapy through the interrogation of exoPD-L1. NanoEPIC generates signature exoPD-L1 patterns in responders and non-responders. In mice treated with PD1-targeted immunotherapy, exoPD-L1 is correlated with tumor growth, PD-L1 burden in tumors, and the immune suppression of CD8+ tumor-infiltrating lymphocytes. Small extracellular vesicles (sEVs) with different PD-L1 expression levels display distinctive inhibitory effects on CD8 + T cells. NanoEPIC offers robust, high-throughput profiling of exosomal markers, enabling sEV subpopulation analysis. This platform holds the potential for enhanced cancer screening, personalized treatment, and therapeutic response monitoring.


Assuntos
Antígeno B7-H1 , Vesículas Extracelulares , Animais , Camundongos , Antígeno B7-H1/genética , Linfócitos T CD8-Positivos , Movimento Celular , Terapia de Imunossupressão
2.
Sci Adv ; 8(35): eabo7792, 2022 09 02.
Artigo em Inglês | MEDLINE | ID: mdl-36054348

RESUMO

Circulating tumor cells (CTCs) break free from primary tumors and travel through the circulation system to seed metastatic tumors, which are the major cause of death from cancer. The identification of the major genetic factors that enhance production and persistence of CTCs in the bloodstream at a whole genome level would enable more comprehensive molecular mechanisms of metastasis to be elucidated and the identification of novel therapeutic targets, but this remains a challenging task due to the heterogeneity and extreme rarity of CTCs. Here, we describe an in vivo genome-wide CRISPR knockout screen using CTCs directly isolated from a mouse xenograft. This screen elucidated SLIT2-a gene encoding a secreted protein acting as a cellular migration cue-as the most significantly represented gene knockout in the CTC population. SLIT2 knockout cells are highly metastatic with hypermigratory and mesenchymal phenotype, resulting in enhanced cancer progression in xenograft models.


Assuntos
Células Neoplásicas Circulantes , Animais , Transição Epitelial-Mesenquimal , Xenoenxertos , Humanos , Camundongos , Metástase Neoplásica/patologia , Células Neoplásicas Circulantes/patologia
3.
ACS Cent Sci ; 8(12): 1618-1626, 2022 Dec 28.
Artigo em Inglês | MEDLINE | ID: mdl-36589880

RESUMO

Genome-wide loss-of-function screens are critical tools to identify novel genetic regulators of intracellular proteins. However, studying the changes in the organelle-specific expression profile of intracellular proteins can be challenging due to protein localization differences across the whole cell, hindering context-dependent protein expression and activity analyses. Here, we describe nuPRISM, a microfluidics chip specifically designed for large-scale isolated nuclei sorting. The new device enables rapid genome-wide loss-of-function phenotypic CRISPR-Cas9 screens directed at intranuclear targets. We deployed this technology to identify novel genetic regulators of ß-catenin nuclear accumulation, a phenotypic hallmark of APC-mutated colorectal cancer. nuPRISM expands our ability to capture aberrant nuclear morphological and functional traits associated with distinctive signal transduction and subcellular localization-driven functional processes with substantial resolution and high throughput.

4.
ACS Nano ; 15(12): 19202-19210, 2021 12 28.
Artigo em Inglês | MEDLINE | ID: mdl-34813293

RESUMO

Advances in single-cell level profiling of the proteome require quantitative and versatile platforms, especially for rare cell analyses such as circulating tumor cell (CTC) profiling. Here we demonstrate an integrated microfluidic chip that uses magnetic nanoparticles to capture single tumor cells with high efficiency, permits on-chip incubation, and facilitates in situ cell-surface protein expression analysis. Combined with phage-based barcoding and next-generation sequencing technology, we were able to monitor changes in the expression of multiple surface markers stimulated in response to CTC adherence. Interestingly, we found fluctuations in the expression of Frizzled2 (FZD2) that reflected the microenvironment of the single cells. This platform has a high potential for in-depth screening of multiple surface antigens simultaneously in rare cells with single-cell resolution, which will provide further insights regarding biological heterogeneity and human disease.


Assuntos
Bacteriófagos , Nanopartículas , Células Neoplásicas Circulantes , Linhagem Celular Tumoral , Separação Celular , Humanos , Microfluídica , Microambiente Tumoral
5.
Nat Biomed Eng ; 5(1): 41-52, 2021 01.
Artigo em Inglês | MEDLINE | ID: mdl-32719513

RESUMO

Molecular-level features of tumours can be tracked using single-cell analyses of circulating tumour cells (CTCs). However, single-cell measurements of protein expression for rare CTCs are hampered by the presence of a large number of non-target cells. Here, we show that antibody-mediated labelling of intracellular proteins in the nucleus, mitochondria and cytoplasm of human cells with magnetic nanoparticles enables analysis of target proteins at the single-cell level by sorting the cells according to their nanoparticle content in a microfluidic device with cell-capture zones sandwiched between arrays of magnets. We used the magnetic labelling and cell-sorting approach to track the expression of therapeutic protein targets in CTCs isolated from blood samples of mice with orthotopic prostate xenografts and from patients with metastatic castration-resistant prostate cancer. We also show that mutated proteins that are drug targets or markers of therapeutic response can be directly identified in CTCs, analysed at the single-cell level and used to predict how mice with drug-susceptible and drug-resistant pancreatic tumour xenografts respond to therapy.


Assuntos
Anticorpos Monoclonais/metabolismo , Biomarcadores Tumorais/metabolismo , Técnicas Citológicas/métodos , Nanopartículas de Magnetita/química , Células Neoplásicas Circulantes/metabolismo , Animais , Anticorpos Monoclonais/química , Anticorpos Monoclonais/farmacocinética , Biomarcadores Tumorais/análise , Biomarcadores Tumorais/química , Feminino , Humanos , Masculino , Camundongos , Camundongos Nus , Células Neoplásicas Circulantes/química , Neoplasias da Próstata/química , Neoplasias da Próstata/metabolismo , Proteínas/análise , Proteínas/química , Proteínas/metabolismo
6.
EBioMedicine ; 61: 103031, 2020 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-33045471

RESUMO

BACKGROUND: Malignant pleural mesothelioma (MPM) is an aggressive cancer related to asbestos exposure. Early diagnosis is challenging due to generic symptoms and a lack of biomarkers. We previously demonstrated that mesothelial precursor cells (MPC) characterized by mesothelin (MSLN)+CD90+CD34+ could be implicated in the development of mesothelioma after asbestos exposure. Here, we aimed to determine the clinical significance of detecting MPC in blood for early-stage diagnosis and prognosis of mesothelioma. METHODS: Due to the rarity of MPC in blood, it is challenging to identify this cell population using conventional techniques. Hence, we have developed a microfluidic liquid biopsy platform called MesoFind that utilizes an immunomagnetic, mesothelin capture strategy coupled with immunofluorescence to identify rare populations of cells at high sensitivity and precision. To validate our technique, we compared this approach to flow cytometry for the detection of MPC in murine blood and lavage samples. Upon successful validation of the murine samples, we then proceeded to examine circulating MPC in 23 patients with MPM, 23 asbestos-exposed individuals (ASB), and 10 healthy donors (HD) to evaluate their prognostic and diagnostic value. FINDING: MPC were successfully detected in the blood of murine samples using MesoFind but were undetectable with flow cytometry. Circulating MPC were significantly higher in patients with epithelioid MPM compared to HD and ASB. The MPC subpopulation, MSLN+ and CD90+, were upregulated in ASB compared to HD suggesting an early role in pleural damage from asbestos. The MPC subpopulation, MSLN+ and CD34+, in contrast, were detected in advanced MPM and associated with markers of poor prognosis, suggesting a predominant role during cancer progression. INTERPRETATION: The identification of circulating MPC presents an attractive solution for screening and early diagnosis of epithelioid mesothelioma. The presence of different subtypes of MPC have a prognostic value that could be of assistance with clinical decisions in patients with MPM. FUNDING: Princess Margaret Hospital Foundation Mesothelioma Research Fund, Toronto General & Western Hospital Foundation.


Assuntos
Biomarcadores Tumorais , Biópsia Líquida , Mesotelioma/diagnóstico , Células Neoplásicas Circulantes/patologia , Idoso , Idoso de 80 Anos ou mais , Animais , Amianto/efeitos adversos , Linhagem Celular , Modelos Animais de Doenças , Feminino , Perfilação da Expressão Gênica/métodos , Humanos , Biópsia Líquida/métodos , Biópsia Líquida/normas , Masculino , Mesotelina , Mesotelioma/etiologia , Camundongos , Pessoa de Meia-Idade , Gradação de Tumores , Metástase Neoplásica , Estadiamento de Neoplasias , Exposição Ocupacional/efeitos adversos , Prognóstico , Reprodutibilidade dos Testes , Transcriptoma
7.
Sci Adv ; 6(29): eaba9589, 2020 07.
Artigo em Inglês | MEDLINE | ID: mdl-32832633

RESUMO

Microfluidic methods for studying cell invasion can be subdivided into those in which cells invade into free space and those in which cells invade into hydrogels. The former techniques allow straightforward extraction of subpopulations of cells for RNA sequencing, while the latter preserve key aspects of cell interactions with the extracellular matrix (ECM). Here, we introduce "cell invasion in digital microfluidic microgel systems" (CIMMS), which bridges the gap between them, allowing the stratification of cells on the basis of their invasiveness into hydrogels for RNA sequencing. In initial studies with a breast cancer model, 244 genes were found to be differentially expressed between invading and noninvading cells, including genes correlating with ECM-remodeling, chemokine/cytokine receptors, and G protein transducers. These results suggest that CIMMS will be a valuable tool for probing metastasis as well as the many physiological processes that rely on invasion, such as tissue development, repair, and protection.

8.
ACS Appl Mater Interfaces ; 11(44): 41030-41037, 2019 Nov 06.
Artigo em Inglês | MEDLINE | ID: mdl-31600052

RESUMO

Microenvironmental factors play critical roles in regulating stem cell fate, providing a rationale to engineer biomimetic microenvironments that facilitate rapid and effective stem cell differentiation. Three-dimensional (3D) hierarchical microarchitectures have been developed to enable rapid neural differentiation of multipotent human mesenchymal stromal cells (HMSCs) via mechanotransduction. However, low cell viability during long-term culture and poor cell recovery efficiency from the architectures were also observed. Such problems hinder further applications of the architectures in stem cell differentiation. Here, we present improved 3D nanostructured microarchitectures functionalized with cell-adhesion-promoting arginylglycylaspartic acid (RGD) peptides. These RGD-functionalized architectures significantly upregulated long-term cell viability and facilitated effective recovery of differentiated cells from the architectures while maintaining high differentiation efficiency. Efficient recovery of highly viable differentiated cells enabled the downstream analysis of morphology and protein expression to be performed. Remarkably, even after the removal of the mechanical stimulus provided by the 3D microarchitectures, the recovered HMSCs showed a neuron-like elongated morphology for 10 days and consistently expressed microtubule-associated protein 2, a mature neural marker. RGD-functionalized nanostructured microarchitectures hold great potential to guide effective differentiation of highly viable stem cells.


Assuntos
Diferenciação Celular/efeitos dos fármacos , Mecanotransdução Celular/efeitos dos fármacos , Nanoestruturas/química , Oligopeptídeos/farmacologia , Técnicas de Cultura de Células/métodos , Sobrevivência Celular/efeitos dos fármacos , Ouro/química , Humanos , Células-Tronco Mesenquimais/citologia , Células-Tronco Mesenquimais/metabolismo , Proteínas Associadas aos Microtúbulos/metabolismo , Nanoestruturas/toxicidade , Oligopeptídeos/química , Impressão Tridimensional
9.
Anal Chem ; 91(15): 9348-9355, 2019 08 06.
Artigo em Inglês | MEDLINE | ID: mdl-31264404

RESUMO

The analysis of circulating tumor cells (CTCs) provides a means to collect information about the evolving properties of a tumor during cancer progression and treatment. For patients with metastatic prostate cancer, noninvasive serial measurements of bloodborne cells may provide a means to tailor therapeutic decisions based on an individual patient's response. Here, we used a high-sensitivity profiling approach to monitor CTCs in patients with metastatic castrate-resistant prostate cancer (mCRPC) undergoing treatment with abiraterone and enzalutamide, two drugs used to treat advanced prostate cancer. The capture and profiling approach uses antibody-functionalized magnetic nanoparticles to sort cells according to protein expression levels. CTCs are tagged with magnetic nanoparticles conjugated to an antibody specific for the epithelial cell adhesion molecule (EpCAM) and sorted into four zones of a microfluidic device based on EpCAM expression levels. Our approach was compared to the FDA-cleared CellSearch method, and we demonstrate significantly higher capture efficiency of low-EpCAM cells compared to the commercial method. The nanoparticle-based approach detected CTCs from 86% of patients at baseline, compared to CellSearch which only detected CTCs from 60% of patients. Patients were stratified as prostate specific antigen (PSA) progressive versus responsive based on clinically acceptable definitions, and it was observed that patients with a limited response to therapy had elevated levels of androgen receptor variant 7 (ARV7) and the mesenchymal marker, N-cadherin, expressed on their CTCs. In addition, these CTCs exhibited lower EpCAM expression. The results highlight features of CTCs associated with disease progression on abiraterone or enzalutamide, including mesenchymal phenotypes and increased expression levels of ARV7. The use of a high-sensitivity method to capture and profile CTCs provides more informative data concerning the phenotypic properties of these cells as patients undergo treatment relative to an FDA-cleared method.


Assuntos
Nanopartículas de Magnetita/uso terapêutico , Células Neoplásicas Circulantes/patologia , Neoplasias da Próstata/patologia , Androstenos/uso terapêutico , Antineoplásicos Imunológicos/uso terapêutico , Benzamidas , Caderinas/análise , Caderinas/imunologia , Progressão da Doença , Molécula de Adesão da Célula Epitelial/imunologia , Humanos , Nanopartículas de Magnetita/química , Masculino , Nitrilas , Fenótipo , Feniltioidantoína/análogos & derivados , Feniltioidantoína/uso terapêutico , Neoplasias da Próstata/tratamento farmacológico , Receptores Androgênicos/análise , Receptores Androgênicos/imunologia
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