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1.
Front Immunol ; 15: 1325191, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38711512

RESUMO

Imaging Mass Cytometry (IMC) is a novel, and formidable high multiplexing imaging method emerging as a promising tool for in-depth studying of tissue architecture and intercellular communications. Several studies have reported various IMC antibody panels mainly focused on studying the immunological landscape of the tumor microenvironment (TME). With this paper, we wanted to address cancer associated fibroblasts (CAFs), a component of the TME very often underrepresented and not emphasized enough in present IMC studies. Therefore, we focused on the development of a comprehensive IMC panel that can be used for a thorough description of the CAF composition of breast cancer TME and for an in-depth study of different CAF niches in relation to both immune and breast cancer cell communication. We established and validated a 42 marker panel using a variety of control tissues and rigorous quantification methods. The final panel contained 6 CAF-associated markers (aSMA, FAP, PDGFRa, PDGFRb, YAP1, pSMAD2). Breast cancer tissues (4 cases of luminal, 5 cases of triple negative breast cancer) and a modified CELESTA pipeline were used to demonstrate the utility of our IMC panel for detailed profiling of different CAF, immune and cancer cell phenotypes.


Assuntos
Biomarcadores Tumorais , Neoplasias da Mama , Fibroblastos Associados a Câncer , Citometria por Imagem , Microambiente Tumoral , Humanos , Fibroblastos Associados a Câncer/metabolismo , Fibroblastos Associados a Câncer/patologia , Feminino , Microambiente Tumoral/imunologia , Neoplasias da Mama/patologia , Neoplasias da Mama/metabolismo , Neoplasias da Mama/imunologia , Biomarcadores Tumorais/metabolismo , Citometria por Imagem/métodos
2.
Breast Cancer Res Treat ; 200(2): 293-304, 2023 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-37222874

RESUMO

PURPOSE: Angiogenesis is crucial for tumor growth and is one of the hallmarks of cancer. In this study, we analyzed microvessel density, vessel median size, and perivascular a-SMA expression as prognostic biomarkers in breast cancer. METHODS: Dual IHC staining was performed where alpha-SMA antibodies were used together with antibodies against the endothelial cell marker CD34. Digital images of stainings were analyzed to extract quantitative data on vessel density, vessel size, and perivascular alpha-SMA status. RESULTS: The analyses in the discovery cohort (n = 108) revealed a statistically significant relationship between large vessel size and shorter disease-specific survival (p = 0.007, log-rank test; p = 0.01, HR 3.1; 95% CI 1.3-7.4, Cox-regression analyses). Subset analyses indicated that the survival association of vessel size was strengthened in ER + breast cancer. To consolidate these findings, additional analyses were performed on a validation cohort (n = 267) where an association between large vessel size and reduced survival was also detected in ER + breast cancer (p = 0.016, log-rank test; p = 0.02; HR 2.3, 95% CI 1.1-4.7, Cox-regression analyses). CONCLUSION: Alpha-SMA/CD34 dual-IHC staining revealed breast cancer heterogeneity regarding vessel size, vessel density, and perivascular a-SMA status. Large vessel size was linked to shorter survival in ER + breast cancer.


Assuntos
Neoplasias da Mama , Humanos , Feminino , Neoplasias da Mama/patologia , Receptores de Estrogênio/metabolismo , Prognóstico , Biomarcadores Tumorais/metabolismo
3.
Bioinform Adv ; 3(1): vbad046, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37092034

RESUMO

Imaging Mass Cytometry (IMC) is a novel, high multiplexing imaging platform capable of simultaneously detecting and visualizing up to 40 different protein targets. It is a strong asset available for in-depth study of histology and pathophysiology of the tissues. Bearing in mind the robustness of this technique and the high spatial context of the data it gives, it is especially valuable in studying the biology of cancer and tumor microenvironment. IMC-derived data are not classical micrographic images, and due to the characteristics of the data obtained using IMC, the image analysis approach, in this case, can diverge to a certain degree from the classical image analysis pipelines. As the number of publications based on the IMC is on the rise, this trend is also followed by an increase in the number of available methodologies designated solely to IMC-derived data analysis. This review has for an aim to give a systematic synopsis of all the available classical image analysis tools and pipelines useful to be employed for IMC data analysis and give an overview of tools intentionally developed solely for this purpose, easing the choice to researchers of selecting the most suitable methodologies for a specific type of analysis desired.

4.
Int J Cancer ; 146(1): 192-207, 2020 01 01.
Artigo em Inglês | MEDLINE | ID: mdl-31107974

RESUMO

Malignant pleural mesothelioma (MPM) is a tumor with high chemoresistance and poor prognosis. MPM-initiating cells (ICs) are known to be drug resistant, but it is unknown if and how stemness-related pathways determine chemoresistance. Moreover, there are no predictive markers of IC-associated chemoresistance. Aim of this work is to clarify if and by which mechanisms the chemoresistant phenotype of MPM IC was due to specific stemness-related pathways. We generated MPM IC from primary MPM samples and compared the gene expression and chemo-sensitivity profile of IC and differentiated/adherent cells (AC) of the same patient. Compared to AC, IC had upregulated the drug efflux transporter ABCB5 that determined resistance to cisplatin and pemetrexed. ABCB5-knocked-out (KO) IC clones were resensitized to the drugs in vitro and in patient-derived xenografts. ABCB5 was transcriptionally activated by the Wnt/GSK3ß/ß-catenin/c-myc axis that also increased IL-8 and IL-1ß production. IL-8 and IL-1ß-KO IC clones reduced the c-myc-driven transcription of ABCB5 and reacquired chemosensitivity. ABCB5-KO clones had lower IL-8 and IL-1ß secretion, and c-myc transcriptional activity, suggesting that either Wnt/GSK3ß/ß-catenin and IL-8/IL-1ß signaling drive c-myc-mediated transcription of ABCB5. ABCB5 correlated with lower time-to-progression and overall survival in MPM patients treated with cisplatin and pemetrexed. Our work identified multiple autocrine loops linking stemness pathways and resistance to cisplatin and pemetrexed in MPM IC. ABCB5 may represent a new target to chemosensitize MPM IC and a potential biomarker to predict the response to the first-line chemotherapy in MPM patients.


Assuntos
Subfamília B de Transportador de Cassetes de Ligação de ATP/genética , Resistencia a Medicamentos Antineoplásicos/genética , Interleucina-1beta/metabolismo , Interleucina-8/metabolismo , Mesotelioma/tratamento farmacológico , Neoplasias Pleurais/tratamento farmacológico , Via de Sinalização Wnt , Animais , Antineoplásicos/uso terapêutico , Linhagem Celular Tumoral , Feminino , Humanos , Mesotelioma/metabolismo , Mesotelioma/patologia , Camundongos , Camundongos Endogâmicos BALB C , Camundongos Knockout , Neoplasias Pleurais/metabolismo , Neoplasias Pleurais/patologia
5.
J BUON ; 24(5): 1739-1746, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-31786833

RESUMO

Colorectal cancer (CRC) is one of the most common cancers worldwide with a high incidence and mortality. Although many treatment options are available in stage IV disease, the clinical outcome is still minimal. The primary treatment problem in metastatic colorectal cancer (mCRC) is early liver metastases that occur in more than 50% of patients. First-line treatment in metastatic colorectal cancer (mCRC) is a combination of chemotherapy plus targeted therapies like Cetuximab or Bevacizumab depending on K-RAS status. The decision of which regimen to choose is difficult because almost half of the patients don't receive second-line treatment due to complications or death. To avoid exposing non-responding patients to inefficient and harmful therapies new robust biomarkers are needed. Ongoing studies have demonstrated constantly that microRNAs (miRNAs) could become suitable biomarkers for screening and treatment response. In CRC, miR-31-3p and miR-31-5p dysregulation seems to have a particular role in evaluating treatment response from anti-EGFR therapy. In this review, we will present up to date information on the role of miRNA-31-3p and miR-31-5p in CRC with a particular focus in treatment response of metastatic K-RAS wild-type CRC treated with anti-EGFR molecules.


Assuntos
Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Cetuximab/uso terapêutico , Neoplasias Colorretais/tratamento farmacológico , MicroRNAs/genética , Panitumumabe/uso terapêutico , Inibidores de Proteínas Quinases/uso terapêutico , Proteínas Proto-Oncogênicas p21(ras)/genética , Protocolos de Quimioterapia Combinada Antineoplásica/efeitos adversos , Cetuximab/efeitos adversos , Tomada de Decisão Clínica , Neoplasias Colorretais/genética , Neoplasias Colorretais/metabolismo , Neoplasias Colorretais/patologia , Receptores ErbB/antagonistas & inibidores , Receptores ErbB/metabolismo , Regulação Neoplásica da Expressão Gênica , Humanos , MicroRNAs/metabolismo , Terapia de Alvo Molecular , Mutação , Metástase Neoplásica , Panitumumabe/efeitos adversos , Seleção de Pacientes , Medicina de Precisão , Inibidores de Proteínas Quinases/efeitos adversos , Transdução de Sinais
6.
J Thorac Oncol ; 14(8): 1458-1471, 2019 08.
Artigo em Inglês | MEDLINE | ID: mdl-31078776

RESUMO

INTRODUCTION: A comprehensive analysis of the immune cell infiltrate collected from pleural fluid and from biopsy specimens of malignant pleural mesothelioma (MPM) may contribute to understanding the immune-evasion mechanisms related to tumor progression, aiding in differential diagnosis and potential prognostic stratification. Until now such approach has not routinely been verified. METHODS: We enrolled 275 patients with an initial clinical diagnosis of pleural effusion. Specimens of pleural fluids and pleural biopsy samples used for the pathologic diagnosis and the immune phenotype analyses were blindly investigated by multiparametric flow cytometry. The results were analyzed using the Kruskal-Wallis test. The Kaplan-Meier and log-rank tests were used to correlate immune phenotype data with patients' outcome. RESULTS: The cutoffs of intratumor T-regulatory (>1.1%) cells, M2-macrophages (>36%), granulocytic and monocytic myeloid-derived suppressor cells (MDSC; >5.1% and 4.2%, respectively), CD4 molecule-positive (CD4+) programmed death 1-positive (PD-1+) (>5.2%) and CD8+PD-1+ (6.4%) cells, CD4+ lymphocyte activating 3-positive (LAG-3+) (>2.8% ) and CD8+LAG-3+ (>2.8%) cells, CD4+ T cell immunoglobulin and mucin domain 3-positive (TIM-3+) (>2.5%), and CD8+TIM-3+ (>2.6%) cells discriminated MPM from pleuritis with 100% sensitivity and 89% specificity. The presence of intratumor MDSC contributed to the anergy of tumor-infiltrating lymphocytes. The immune phenotype of pleural fluid cells had no prognostic significance. By contrast, the intratumor T-regulatory and MDSC levels significantly correlated with progression-free and overall survival, the PD-1+/LAG-3+/TIM-3+ CD4+ tumor-infiltrating lymphocytes correlated with overall survival. CONCLUSIONS: A clear immune signature of pleural fluids and tissues of MPM patients may contribute to better predict patients' outcome.


Assuntos
Neoplasias Pulmonares/diagnóstico , Mesotelioma/diagnóstico , Feminino , Humanos , Neoplasias Pulmonares/patologia , Masculino , Mesotelioma/patologia , Mesotelioma Maligno , Prognóstico , Microambiente Tumoral
7.
J Med Chem ; 62(2): 974-986, 2019 01 24.
Artigo em Inglês | MEDLINE | ID: mdl-30584838

RESUMO

P-Glycoprotein is a well-known membrane transporter responsible for the efflux of an ample spectrum of anticancer drugs. Its relevance in the management of cancer chemotherapy is increased in view of its high expression in cancer stem cells, a population of cancer cells with strong tumor-promoting ability. In the present study, a series of compounds were synthesized through structure modulation of [4'-(6,7-dimethoxy-3,4-dihydro-1 H-isoquinolin-2-ylmethyl)biphenyl-4-ol] (MC70), modifying the phenolic group of the lead compound. Among them, compound 5b emerged for its activity against the transporter (EC50 = 15 nM) and was capable of restoring doxorubicin antiproliferative activity at nontoxic concentration. Its behavior was rationalized through a molecular modeling study consisting of a well-tempered metadynamics simulation, which allowed one to identify the most favorable binding pose, and of a subsequent molecular dynamics run, which indicated a peculiar effect of the compound on the motion pattern of the transporter.


Assuntos
Membro 1 da Subfamília B de Cassetes de Ligação de ATP/química , Antineoplásicos/farmacologia , Desenho de Fármacos , Resistencia a Medicamentos Antineoplásicos/efeitos dos fármacos , Células-Tronco Neoplásicas/efeitos dos fármacos , Tetra-Hidroisoquinolinas/química , Membro 1 da Subfamília B de Cassetes de Ligação de ATP/genética , Membro 1 da Subfamília B de Cassetes de Ligação de ATP/metabolismo , Animais , Antineoplásicos/química , Antineoplásicos/metabolismo , Sítios de Ligação , Linhagem Celular Tumoral , Sobrevivência Celular/efeitos dos fármacos , Cães , Doxorrubicina/farmacologia , Edição de Genes , Humanos , Ligantes , Células Madin Darby de Rim Canino , Simulação de Dinâmica Molecular , Células-Tronco Neoplásicas/citologia , Células-Tronco Neoplásicas/metabolismo , Permeabilidade/efeitos dos fármacos , Relação Estrutura-Atividade , Tetra-Hidroisoquinolinas/metabolismo , Tetra-Hidroisoquinolinas/farmacologia
8.
Lung Cancer ; 120: 34-45, 2018 06.
Artigo em Inglês | MEDLINE | ID: mdl-29748013

RESUMO

OBJECTIVES: Cisplatin-based chemotherapy is moderately active in malignant pleural mesothelioma (MPM) due to intrinsic drug resistance and to low immunogenicity of MPM cells. CAAT/enhancer binding protein (C/EBP)-ß LIP is a pro-apoptotic and chemosensitizing transcription factor activated in response to endoplasmic reticulum (ER) stress. MATERIALS AND METHODS: We investigated if LIP levels can predict the clinical response to cisplatin and survival of MPM patients receiving cisplatin-based chemotherapy. We studied the LIP-dependent mechanisms determining cisplatin-resistance and we identified pharmacological approaches targeting LIP, able to restore cisplatin sensitiveness, in patient-derived MPM cells and animal models. Results were analyzed by a one-way analysis of variance test. RESULTS: We found that LIP was degraded by constitutive ubiquitination in primary MPM cells derived from patients poorly responsive to cisplatin. LIP ubiquitination was directly correlated with cisplatin chemosensitivity and was associated with patients' survival after chemotherapy. Overexpression of LIP restored cisplatin's pro-apoptotic effect by activating CHOP/TRB3/caspase 3 axis and up-regulating calreticulin, that triggered MPM cell phagocytosis by dendritic cells and expanded autologous anti-tumor CD8+CD107+T-cytotoxic lymphocytes. Proteasome inhibitor carfilzomib and lysosome inhibitor chloroquine prevented LIP degradation. The triple combination of carfilzomib, chloroquine and cisplatin increased ER stress-triggered apoptosis and immunogenic cell death in patients' samples, and reduced tumor growth in cisplatin-resistant MPM preclinical models. CONCLUSION: The loss of LIP mediates cisplatin resistance, rendering LIP a possible predictor of cisplatin response in MPM patients. The association of proteasome and lysosome inhibitors reverses cisplatin resistance by restoring LIP levels and may represent a new adjuvant strategy in MPM treatment.


Assuntos
Proteínas Adaptadoras de Transdução de Sinal/metabolismo , Antineoplásicos/uso terapêutico , Proteína beta Intensificadora de Ligação a CCAAT/metabolismo , Linfócitos T CD8-Positivos/imunologia , Cisplatino/uso terapêutico , Células Dendríticas/imunologia , Neoplasias Pulmonares/tratamento farmacológico , Mesotelioma/tratamento farmacológico , Neoplasias Pleurais/tratamento farmacológico , Proteínas Adaptadoras de Transdução de Sinal/genética , Apoptose , Proteína beta Intensificadora de Ligação a CCAAT/genética , Resistencia a Medicamentos Antineoplásicos/genética , Humanos , Neoplasias Pulmonares/genética , Neoplasias Pulmonares/mortalidade , Ativação Linfocitária , Mesotelioma/genética , Mesotelioma/mortalidade , Mesotelioma Maligno , Oligopeptídeos/farmacologia , Neoplasias Pleurais/mortalidade , Prognóstico , Proteólise , Análise de Sobrevida , Células Tumorais Cultivadas , Ubiquitinação
9.
Water Res ; 141: 163-171, 2018 Sep 15.
Artigo em Inglês | MEDLINE | ID: mdl-29783169

RESUMO

The preliminary assessment of the properties of alginate immobilized aquatic weed Myriophyllum spicatum beads-MsAlg in a multi-element system of nine Serbian lakes water samples was done. Herein, the results obtained in the biosorption experiment with MsAlg contents of twenty-two elements analysed by inductively coupled plasma-optical emission spectrometry, biosorption capacity, element removal efficiency, total hardness (TH) and quality index of water (WQI) are presented. Scanning electron microscopy with energy dispersive X-ray spectroscopy was used for the characterization of M. spicatum and its beads. The study showed that aluminium, magnesium and strontium were adsorbed by MsAlg in the water samples from all examined lakes; barium and iron in the water samples from six lakes. The overall average efficiency of MsAlg in biosorption of elements was in the following order: Al > Ba > Sr > Fe > Mg (58.6, 51.7, 48.2, 23.9 and 17.7%, respectively). The increase of TH and WQI values after the biosorption was noticed in all studied lake water samples. The most significant correlations for pH were regarding the contents of B, Mg and Ca, whereas WQI was highly correlated to the contents of B and Mg, and pH. The complexity of the obtained data was explained by Cluster Analysis and Principal Component Analysis, which showed good discrimination capabilities between the water samples taken from different locations. Considering that the invasive M. spicatum is natural, widespread and that its immobilization is cheap and eco-friendly, presented findings could be helpful in further assessment of MsAlg beads for its potential use as biofilter.


Assuntos
Alginatos/química , Espécies Introduzidas , Metais/química , Traqueófitas/química , Poluentes Químicos da Água/química , Adsorção , Ácido Glucurônico/química , Ácidos Hexurônicos/química , Concentração de Íons de Hidrogênio , Lagos
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