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1.
Cancers (Basel) ; 15(10)2023 May 10.
Artigo em Inglês | MEDLINE | ID: mdl-37345040

RESUMO

Clear-cell renal cell carcinoma (ccRCC) accounts for 75% of kidney cancers. Due to the high recurrence rate and treatment options that come with high costs and potential side effects, a correct prognosis of patient survival is essential for the successful and effective treatment of patients. Novel biomarkers could play an important role in the assessment of the overall survival of patients. COL7A1 encodes for collagen type VII, a constituent of the basal membrane. COL7A1 is associated with survival in many cancers; however, the prognostic value of COL7A1 expression as a standalone biomarker in ccRCC has not been investigated. With five publicly available independent cohorts, we used Kaplan-Meier curves and the Cox proportional hazards model to investigate the prognostic value of COL7A1, as well as gene set enrichment analysis to investigate genes co-expressed with COL7A1. COL7A1 expression stratifies patients in terms of aggressiveness, where the 5-year survival probability of each of the four groups was 72.4%, 59.1%, 34.15%, and 8.6% in order of increasing expression. Additionally, COL7A1 expression was successfully used to further divide patients of each stage and histological grade into groups of high and low risk. Similar results were obtained in independent cohorts. In vitro knockdown of COL7A1 expression significantly affected ccRCC cells' ability to migrate, leading to the hypothesis that COL7A1 may have a role in cancer aggressiveness. To conclude, we identified COL7A1 as a new prognosis marker that can stratify ccRCC patients.

2.
Genes (Basel) ; 13(12)2022 12 02.
Artigo em Inglês | MEDLINE | ID: mdl-36553544

RESUMO

(1) Background: tumor profiling enables patient survival prediction. The two essential parameters to be calibrated when designing a study based on tumor profiles from a cohort are the sequencing depth of RNA-seq technology and the number of patients. This calibration is carried out under cost constraints, and a compromise has to be found. In the context of survival data, the goal of this work is to benchmark the impact of the number of patients and of the sequencing depth of miRNA-seq and mRNA-seq on the predictive capabilities for both the Cox model with elastic net penalty and random survival forest. (2) Results: we first show that the Cox model and random survival forest provide comparable prediction capabilities, with significant differences for some cancers. Second, we demonstrate that miRNA and/or mRNA data improve prediction over clinical data alone. mRNA-seq data leads to slightly better prediction than miRNA-seq, with the notable exception of lung adenocarcinoma for which the tumor miRNA profile shows higher predictive power. Third, we demonstrate that the sequencing depth of RNA-seq data can be reduced for most of the investigated cancers without degrading the prediction abilities, allowing the creation of independent validation sets at a lower cost. Finally, we show that the number of patients in the training dataset can be reduced for the Cox model and random survival forest, allowing the use of different models on different patient subgroups.


Assuntos
Neoplasias Pulmonares , MicroRNAs , Humanos , Modelos de Riscos Proporcionais , Algoritmo Florestas Aleatórias , Perfilação da Expressão Gênica , MicroRNAs/genética , Neoplasias Pulmonares/genética , RNA Mensageiro/genética
3.
BMC Cancer ; 22(1): 1045, 2022 Oct 05.
Artigo em Inglês | MEDLINE | ID: mdl-36199072

RESUMO

BACKGROUND: Prediction of patient survival from tumor molecular '-omics' data is a key step toward personalized medicine. Cox models performed on RNA profiling datasets are popular for clinical outcome predictions. But these models are applied in the context of "high dimension", as the number p of covariates (gene expressions) greatly exceeds the number n of patients and e of events. Thus, pre-screening together with penalization methods are widely used for dimensional reduction. METHODS: In the present paper, (i) we benchmark the performance of the lasso penalization and three variants (i.e., ridge, elastic net, adaptive elastic net) on 16 cancers from TCGA after pre-screening, (ii) we propose a bi-dimensional pre-screening procedure based on both gene variability and p-values from single variable Cox models to predict survival, and (iii) we compare our results with iterative sure independence screening (ISIS). RESULTS: First, we show that integration of mRNA-seq data with clinical data improves predictions over clinical data alone. Second, our bi-dimensional pre-screening procedure can only improve, in moderation, the C-index and/or the integrated Brier score, while excluding irrelevant genes for prediction. We demonstrate that the different penalization methods reached comparable prediction performances, with slight differences among datasets. Finally, we provide advice in the case of multi-omics data integration. CONCLUSIONS: Tumor profiles convey more prognostic information than clinical variables such as stage for many cancer subtypes. Lasso and Ridge penalizations perform similarly than Elastic Net penalizations for Cox models in high-dimension. Pre-screening of the top 200 genes in term of single variable Cox model p-values is a practical way to reduce dimension, which may be particularly useful when integrating multi-omics.


Assuntos
Neoplasias , Humanos , Neoplasias/diagnóstico , Neoplasias/genética , Prognóstico , Modelos de Riscos Proporcionais , RNA , RNA Mensageiro
4.
Cancers (Basel) ; 13(11)2021 May 29.
Artigo em Inglês | MEDLINE | ID: mdl-34072348

RESUMO

The discovery of microRNAs (miRNAs) in 1993 has challenged the dogma of gene expression regulation. MiRNAs affect most of cellular processes from metabolism, through cell proliferation and differentiation, to cell death. In cancer, deregulated miRNA expression leads to tumor development and progression by promoting acquisition of cancer hallmark traits. The multi-target action of miRNAs, which enable regulation of entire signaling networks, makes them attractive tools for the development of anti-cancer therapies. Hence, supplementing downregulated miRNA by synthetic oligonucleotides or silencing overexpressed miRNAs through artificial antagonists became a common strategy in cancer research. However, the ultimate success of miRNA therapeutics will depend on solving pharmacokinetic and targeted delivery issues. The development of a number of nanocarrier-based platforms holds significant promises to enhance the cell specific controlled delivery and safety profile of miRNA-based therapies. In this review, we provide among the most comprehensive assessments to date of promising nanomedicine platforms that have been tested preclinically, pertaining to the treatment of selected solid tumors including lung, liver, breast, and glioblastoma tumors as well as endocrine malignancies. The future challenges and potential applications in clinical oncology are discussed.

5.
Cancers (Basel) ; 13(3)2021 Feb 02.
Artigo em Inglês | MEDLINE | ID: mdl-33540838

RESUMO

Kinase-targeted agents demonstrate antitumor activity in advanced metastatic clear cell renal cell carcinoma (ccRCC), which remains largely incurable. Integration of genomic approaches through small-molecules and genetically based high-throughput screening holds the promise of improved discovery of candidate targets for cancer therapy. The 786-O cell line represents a model for most ccRCC that have a loss of functional pVHL (von Hippel-Lindau). A multiplexed assay was used to study the cellular fitness of a panel of engineered ccRCC isogenic 786-O VHL- cell lines in response to a collection of targeted cancer therapeutics including kinase inhibitors, allowing the interrogation of over 2880 drug-gene pairs. Among diverse patterns of drug sensitivities, investigation of the mechanistic effect of one selected drug combination on tumor spheroids and ex vivo renal tumor slice cultures showed that VHL-defective ccRCC cells were more vulnerable to the combined inhibition of the CK2 and ATM kinases than wild-type VHL cells. Importantly, we found that HIF-2α acts as a key mediator that potentiates the response to combined CK2/ATM inhibition by triggering ROS-dependent apoptosis. Importantly, our findings reveal a selective killing of VHL-deficient renal carcinoma cells and provide a rationale for a mechanism-based use of combined CK2/ATM inhibitors for improved patient care in metastatic VHL-ccRCC.

6.
Sci Rep ; 10(1): 13707, 2020 08 13.
Artigo em Inglês | MEDLINE | ID: mdl-32792522

RESUMO

Mycoplasma hyopneumoniae is the most costly pathogen for swine production. Although several studies have focused on the host-bacterium association, little is known about the changes in gene expression of swine cells upon infection. To improve our understanding of this interaction, we infected swine epithelial NPTr cells with M. hyopneumoniae strain J to identify differentially expressed mRNAs and miRNAs. The levels of 1,268 genes and 170 miRNAs were significantly modified post-infection. Up-regulated mRNAs were enriched in genes related to redox homeostasis and antioxidant defense, known to be regulated by the transcription factor NRF2 in related species. Down-regulated mRNAs were enriched in genes associated with cytoskeleton and ciliary functions. Bioinformatic analyses suggested a correlation between changes in miRNA and mRNA levels, since we detected down-regulation of miRNAs predicted to target antioxidant genes and up-regulation of miRNAs targeting ciliary and cytoskeleton genes. Interestingly, most down-regulated miRNAs were detected in exosome-like vesicles suggesting that M. hyopneumoniae infection induced a modification of the composition of NPTr-released vesicles. Taken together, our data indicate that M. hyopneumoniae elicits an antioxidant response induced by NRF2 in infected cells. In addition, we propose that ciliostasis caused by this pathogen is partially explained by the down-regulation of ciliary genes.


Assuntos
Antioxidantes/metabolismo , Proteínas de Bactérias/metabolismo , Cílios/genética , Células Epiteliais/metabolismo , Mycoplasma hyopneumoniae/genética , Mycoplasma hyopneumoniae/metabolismo , Pneumonia Suína Micoplasmática/microbiologia , Animais , Proteínas de Bactérias/genética , Biomarcadores/análise , Células Cultivadas , Cílios/metabolismo , Células Epiteliais/microbiologia , Perfilação da Expressão Gênica , Regulação da Expressão Gênica , MicroRNAs/análise , Mycoplasma hyopneumoniae/crescimento & desenvolvimento , Pneumonia Suína Micoplasmática/genética , Pneumonia Suína Micoplasmática/metabolismo , RNA Mensageiro/análise , Suínos
7.
Nucleic Acids Res ; 48(W1): W252-W261, 2020 07 02.
Artigo em Inglês | MEDLINE | ID: mdl-32319523

RESUMO

MicroRNAs (miRNAs) are small non-coding RNAs that are involved in the regulation of major pathways in eukaryotic cells through their binding to and repression of multiple mRNAs. With high-throughput methodologies, various outcomes can be measured that produce long lists of miRNAs that are often difficult to interpret. A common question is: after differential expression or phenotypic screening of miRNA mimics, which miRNA should be chosen for further investigation? Here, we present miRViz (http://mirviz.prabi.fr/), a webserver application designed to visualize and interpret large miRNA datasets, with no need for programming skills. MiRViz has two main goals: (i) to help biologists to raise data-driven hypotheses and (ii) to share miRNA datasets in a straightforward way through publishable quality data representation, with emphasis on relevant groups of miRNAs. MiRViz can currently handle datasets from 11 eukaryotic species. We present real-case applications of miRViz, and provide both datasets and procedures to reproduce the corresponding figures. MiRViz offers rapid identification of miRNA families, as demonstrated here for the miRNA-320 family, which is significantly exported in exosomes of colon cancer cells. We also visually highlight a group of miRNAs associated with pluripotency that is particularly active in control of a breast cancer stem-cell population in culture.


Assuntos
MicroRNAs/metabolismo , Software , Neoplasias do Córtex Suprarrenal/genética , Neoplasias do Córtex Suprarrenal/metabolismo , Neoplasias do Córtex Suprarrenal/mortalidade , Carcinoma Adrenocortical/genética , Carcinoma Adrenocortical/metabolismo , Carcinoma Adrenocortical/mortalidade , Animais , Neoplasias da Mama/genética , Neoplasias da Mama/metabolismo , Neoplasias do Colo/genética , Neoplasias do Colo/metabolismo , Conjuntos de Dados como Assunto , Exossomos/metabolismo , Feminino , Humanos , Internet , Camundongos , MicroRNAs/genética , Células-Tronco Neoplásicas/metabolismo
8.
Cancers (Basel) ; 12(3)2020 Mar 19.
Artigo em Inglês | MEDLINE | ID: mdl-32204444

RESUMO

We have previously identified serum miR-483-5p as a preoperative diagnosis and prognosis biomarker for adrenocortical cancer (ACC). Here, we aimed to determine whether circulating miR-483-5p levels measured 3 months post-operatively distinguished patients with good prognosis (no recurrence for at least 3 years; NR3yrs) from patients with poor prognosis (recurrence or death within 3 years after surgery; R < 3yrs). We conducted a single-center retrospective analysis using sera from 48 patients with ACC that were initially non-metastatic and treated by surgery. Sera sampled within 3 months after surgery were available in 26 patients. MiR-483-5p absolute circulating levels were measured using quantitative PCR. Thirteen patients showed a recurrence before 3 years (=R < 3yrs). Thirteen patients showed no recurrence within 3 years, including 11 patients with a follow-up longer than 3 years (=NR3yrs). Serum miR-483-5p levels were higher in R < 3yrs than in NR3yrs: 1,541,990 ± 428,377 copies/mL vs. 388,457 ± 62,169 copies/mL (p = 0.002). Receiver operating characteristic analysis showed that a value of 752,898 copies/mL distinguished R < 3yrs from NR3yrs with 61.5% sensitivity (CI 31.6-86.1) and 100% specificity (CI 71.5-100) with an area under the curve of 0.853. Patients with a value below this threshold had a significantly longer recurrence-free and overall survival. In multivariate analysis, miR-483-5p provided the single best prognostic value for recurrence-free survival (RFS) (hazard ratio (HR) for recurrence 5.98, p < 0.011) but not for overall survival. Our study suggests that serum miR-483-5p is a potent early post-operative biomarker for ACC prognosis that might be a better predictor of RFS than currently used markers.

9.
Cancers (Basel) ; 12(1)2020 Jan 17.
Artigo em Inglês | MEDLINE | ID: mdl-31963500

RESUMO

Clear cell renal cell carcinoma (ccRCC) is the third type of urologic cancer. At time of diagnosis, 30% of cases are metastatic with no effect of chemotherapy or radiotherapy. Current targeted therapies lead to a high rate of relapse and resistance after a short-term response. Thus, a major hurdle in the development and use of new treatments for ccRCC is the lack of good pre-clinical models that can accurately predict the efficacy of new drugs and allow the stratification of patients into the correct treatment regime. Here, we describe different 3D cultures models of ccRCC, emphasizing the feasibility and the advantage of ex-vivo treatment of fresh, surgically resected human tumor slice cultures of ccRCC as a robust preclinical model for identifying patient response to specific therapeutics. Moreover, this model based on precision-cut tissue slices enables histopathology measurements as tumor architecture is retained, including the spatial relationship between the tumor and tumor-infiltrating lymphocytes and the stromal components. Our data suggest that acute treatment of tumor tissue slices could represent a benchmark of further exploration as a companion diagnostic tool in ccRCC treatment and a model to develop new therapeutic drugs.

10.
Oncogene ; 38(26): 5174-5190, 2019 06.
Artigo em Inglês | MEDLINE | ID: mdl-30914800

RESUMO

Altered expression of regulatory RNA-binding proteins (RBPs) in cancer leads to abnormal expression of mRNAs encoding many factors involved in cancer hallmarks. While conventional anticancer therapies usually target one pathway at a time, targeting key RBP would affect multiple genes and thus overcome drug resistance. Among the Tristetraprolin family of RBP, TIS11b/BRF1/ZFP36L1 mediates mRNA decay through binding to Adenylate/Uridylate (AU-rich elements) in mRNA 3'-untranslated region and recruitment of mRNA degradation enzymes. Here, we show that TIS11b is markedly underexpressed in three breast cancer cell lines, as well as in breast tumor samples. We hypothesized that restoring intracellular TIS11b levels could impair cancer cell phenotypic traits. We thus generated a derivative of TIS11b called R9-ZnCS334D, by combining N-terminal domain deletion, serine-to-aspartate substitution at position 334 to enhance the function of the protein and fusion to the cell-penetrating peptide polyarginine R9. R9-ZnCS334D not only blunted secretion of vascular endothelial growth factor (VEGF) but also inhibited proliferation, migration, invasion, and anchorage-independent growth of murine 4T1 or human MDA-MB-231 breast cancer cells. Moreover, R9-ZnCS334D prevented endothelial cell organization into vessel-like structures, suggesting that it could potentially target various cell types within the tumor microenvironment. In vivo, injection of R9-ZnCS334D in 4T1 tumors impaired tumor growth, decreased tumor hypoxia, and expression of the epithelial-to-mesenchymal transition (EMT) markers Snail, Vimentin, and N-cadherin. R9-ZnCS334D also hindered the expression of chemokines and proteins involved in cancer-related inflammation and invasion including Fractalkine (CX3CL1), SDF-1 (CXCL12), MCP-1 (CCL2), NOV (CCN3), and Pentraxin-3 (PTX3). Collectively, our data indicate that R9-ZnCS334D counteracts multiple traits of breast cancer cell aggressiveness and suggest that this novel protein could serve as the basis for innovative multi-target therapies in cancer.


Assuntos
Elementos Ricos em Adenilato e Uridilato/genética , Neoplasias da Mama/genética , Neoplasias da Mama/patologia , Carcinogênese/genética , Estabilidade de RNA , Fatores Associados à Proteína de Ligação a TATA/fisiologia , Animais , Células COS , Carcinogênese/metabolismo , Células Cultivadas , Chlorocebus aethiops , Feminino , Mutação com Ganho de Função/fisiologia , Regulação Neoplásica da Expressão Gênica , Células Endoteliais da Veia Umbilical Humana , Humanos , Camundongos , Camundongos Endogâmicos BALB C , Isoformas de Proteínas/genética , Isoformas de Proteínas/fisiologia , Estabilidade de RNA/genética , Proteínas Recombinantes de Fusão/genética , Proteínas Recombinantes de Fusão/farmacologia , Fatores Associados à Proteína de Ligação a TATA/genética , Dedos de Zinco/genética
11.
Circ Res ; 124(6): 846-855, 2019 03 15.
Artigo em Inglês | MEDLINE | ID: mdl-30636542

RESUMO

RATIONALE: Although many familial cases of pulmonary arterial hypertension exhibit an autosomal dominant mode of inheritance with the majority having mutations in essential constituents of the BMP (bone morphogenetic protein) signaling, the specific contribution of the long-term loss of signal transduction triggered by the BMPR2 (type 2 BMP receptor) remains poorly characterized. OBJECTIVE: To investigate the role of BMP9, the main ligand of ALK1 (Activin receptor-like kinase 1)/BMPR2 heterocomplexes, in pulmonary hypertension. METHOD AND RESULTS: The absence of BMP9 in Bmp9-/- mice and its inhibition in C57BL/6 mice using neutralizing anti-BMP9 antibodies substantially prevent against chronic hypoxia-induced pulmonary hypertension judged by right ventricular systolic pressure measurement, right ventricular hypertrophy, and pulmonary distal arterial muscularization. In agreement with these observations, we found that the BMP9/BMP10 ligand trap ALK1ECD administered in monocrotaline or Sugen/hypoxia (SuHx) rats substantially attenuate proliferation of pulmonary vascular cells, inflammatory cell infiltration, and regresses established pulmonary hypertension in rats. Our data obtained in human pulmonary endothelial cells derived from controls and pulmonary arterial hypertension patients indicate that BMP9 can affect the balance between endothelin-1, apelin, and adrenomedullin. We reproduced these in vitro observations in mice chronically exposed to hypoxia, with Bmp9-/- mice exhibiting lower mRNA levels of the vasoconstrictor peptide ET-1 (endothelin-1) and higher levels of the 2 potent vasodilator factors apelin and ADM (adrenomedullin) compared with Bmp9+/+ littermates. CONCLUSIONS: Taken together, our data indicate that the loss of BMP9, by deletion or inhibition, has beneficial effects against pulmonary hypertension onset and progression.


Assuntos
Fator 2 de Diferenciação de Crescimento/antagonistas & inibidores , Hipertensão Pulmonar/prevenção & controle , Receptores de Activinas Tipo II/farmacologia , Animais , Células Cultivadas , Endotelina-1/genética , Fator 2 de Diferenciação de Crescimento/fisiologia , Humanos , Hipóxia/complicações , Masculino , Camundongos , Camundongos Endogâmicos C57BL , Ratos , Ratos Wistar
12.
Biotechnol J ; 13(12): e1800103, 2018 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-30457704

RESUMO

With the increased availability of survival datasets, that comprise both molecular information (e.g., gene expression), and clinical information (e.g., patient survival), numerous genes are proposed as prognostic biomarkers. Despite efforts and money invested, very few of these biomarkers have been clinically validated and are used routinely. A high false discovery rate is assumed to be largely responsible for this, in particular as the number of tested genes is extremely high relative to the number of patients followed. Here, after describing the historical methodologies on which recent developments have often been based, this review describes studies that have been performed in the last few years. The concepts will be illustrated for a renal cancer dataset, and the corresponding scripts are provided (Supporting Information). These new developments belong to three main fields of applications. First, variable selection concerns various improvements to lasso penalization. Second, accurate definition of p-values and control of the false discovery rate have also been the subject of many studies. Third, the incorporation of biological knowledge, often through the form of networks or pathways, can be used as an a priori and/or to reduce dimensionality. These new and promising developments deserve benchmarking by independent groups not involved in their development, with various independent datasets. Further work on the methodologies is also still required.


Assuntos
Biomarcadores Tumorais/genética , Biologia Computacional , Neoplasias Renais/diagnóstico , Bases de Dados Factuais , Intervalo Livre de Doença , Humanos , Neoplasias Renais/genética , Neoplasias Renais/terapia , Modelos Biológicos , Prognóstico
13.
Oncotarget ; 9(53): 30066-30078, 2018 Jul 10.
Artigo em Inglês | MEDLINE | ID: mdl-30046388

RESUMO

Potent inhibitors of PI3K (GDC-0941) and Src (Saracatinib) exhibit as individual agents, excellent oral anticancer activity in preclinical models and have entered phase II clinical trials in various cancers. We found that PI3K and Src kinases are dysregulated in clear cell renal carcinomas (ccRCCs), an aggressive disease without effective targeted therapies. In this study we addressed this challenge by testing GDC-0941 and Saracatinib as either single agents or in combination in ccRCC cell lines, as well as in mouse and PDX models. Our findings demonstrate that combined inhibition of PI3K and Src impedes cell growth and invasion and induces cell death of renal carcinoma cells providing preclinical evidence for a pairwise combination of these anticancer drugs as a rational strategy to improve renal cancer treatment.

14.
Int J Cancer ; 143(4): 944-957, 2018 08 15.
Artigo em Inglês | MEDLINE | ID: mdl-29516499

RESUMO

Adrenocortical carcinoma (ACC) is a tumor with poor prognosis in which overexpression of a panel of microRNAs has been associated with malignancy but a very limited number of investigations on their role in ACC pathogenesis have been conducted. We examined the involvement of miR-483-5p and miR-139-5p in adrenocortical cancer aggressiveness. Using bioinformatics predictions and mRNA/miRNA expression profiles, we performed an integrated analysis to identify inversely correlated miRNA-mRNA pairs in ACC. We identified N-myc downstream-regulated gene family members 2 and 4 (NDRG2 and NDRG4) as targets of miR-483-5p and miR-139-5p, respectively. NDRG2 and NDRG4 expressions were inversely correlated respectively with miR-483-5p and miR-139-5p levels in aggressive ACC samples from two independent cohorts of 20 and 44 ACC. Moreover, upregulation of miR-139-5p and downregulation of NDRG4 demonstrated a striking prognostic value. A direct interaction between miR-483-5p or miR-139-5p and their targets was demonstrated in reporter assays. Downregulation of miR-483-5p or miR-139-5p in the ACC cell lines NCI-H295R and SW13 increased NDRG2 or NDRG4 mRNA and protein expression, compromised adrenocortical cancer cell invasiveness and anchorage-independent growth. MiR-483-5p or miR-139-5p overexpression and NDRG2 or NDRG4 inhibition produce similar changes, which are rescued by NDRG2 or NDRG4 ectopic expression. We established that key factors mediating epithelial-to-mesenchymal transition are downstream effectors of miR-483-5p/NDRG2 and miR-139-5p/NDRG4 pathways. Collectively, our data show for the first time that miR-483-5p/NDRG2 and miR-139-5p/NDRG4 axes promote ACC aggressiveness, with potential implications for prognosis and therapeutic interventions in adrenocortical malignancies.


Assuntos
Neoplasias do Córtex Suprarrenal/genética , Neoplasias do Córtex Suprarrenal/patologia , Regulação Neoplásica da Expressão Gênica , Genes myc , MicroRNAs/fisiologia , Família Multigênica , Regiões 3' não Traduzidas , Apoptose/fisiologia , Adesão Celular/fisiologia , Ciclo Celular/fisiologia , Linhagem Celular Tumoral , Proliferação de Células/fisiologia , Regulação para Baixo , Transição Epitelial-Mesenquimal , Células HEK293 , Humanos , MicroRNAs/genética , Proteínas Musculares/genética , Proteínas Musculares/metabolismo , Estadiamento de Neoplasias , Proteínas do Tecido Nervoso/genética , Proteínas do Tecido Nervoso/metabolismo , Prognóstico , RNA Mensageiro/genética , Proteínas Supressoras de Tumor/genética , Proteínas Supressoras de Tumor/metabolismo , Regulação para Cima
15.
J Cell Biol ; 216(11): 3713-3728, 2017 11 06.
Artigo em Inglês | MEDLINE | ID: mdl-28993469

RESUMO

Primary cilia are sensory organelles located at the cell surface. Their assembly is primed by centrosome migration to the apical surface, yet surprisingly little is known about this initiating step. To gain insight into the mechanisms driving centrosome migration, we exploited the reproducibility of cell architecture on adhesive micropatterns to investigate the cytoskeletal remodeling supporting it. Microtubule network densification and bundling, with the transient formation of an array of cold-stable microtubules, and actin cytoskeleton asymmetrical contraction participate in concert to drive apical centrosome migration. The distal appendage protein Cep164 appears to be a key actor involved in the cytoskeleton remodeling and centrosome migration, whereas intraflagellar transport 88's role seems to be restricted to axoneme elongation. Together, our data elucidate the hitherto unexplored mechanism of centrosome migration and show that it is driven by the increase and clustering of mechanical forces to push the centrosome toward the cell apical pole.


Assuntos
Citoesqueleto de Actina/fisiologia , Centrossomo/fisiologia , Células Epiteliais/fisiologia , Microtúbulos/fisiologia , Epitélio Pigmentado da Retina/fisiologia , Citoesqueleto de Actina/metabolismo , Linhagem Celular , Centrossomo/metabolismo , Cílios/metabolismo , Cílios/fisiologia , Células Epiteliais/metabolismo , Humanos , Mecanotransdução Celular , Proteínas dos Microtúbulos/genética , Proteínas dos Microtúbulos/metabolismo , Microtúbulos/metabolismo , Estabilidade Proteica , Interferência de RNA , Epitélio Pigmentado da Retina/metabolismo , Fatores de Tempo , Transfecção , Proteínas Supressoras de Tumor/genética , Proteínas Supressoras de Tumor/metabolismo
16.
Bioinformatics ; 33(14): i170-i179, 2017 Jul 15.
Artigo em Inglês | MEDLINE | ID: mdl-28881978

RESUMO

MOTIVATION: Incorporating gene interaction data into the identification of 'hit' genes in genomic experiments is a well-established approach leveraging the 'guilt by association' assumption to obtain a network based hit list of functionally related genes. We aim to develop a method to allow for multivariate gene scores and multiple hit labels in order to extend the analysis of genomic screening data within such an approach. RESULTS: We propose a Markov random field-based method to achieve our aim and show that the particular advantages of our method compared with those currently used lead to new insights in previously analysed data as well as for our own motivating data. Our method additionally achieves the best performance in an independent simulation experiment. The real data applications we consider comprise of a survival analysis and differential expression experiment and a cell-based RNA interference functional screen. AVAILABILITY AND IMPLEMENTATION: We provide all of the data and code related to the results in the paper. CONTACT: sean.j.robinson@utu.fi or laurent.guyon@cea.fr. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.


Assuntos
Redes Reguladoras de Genes , Genômica/métodos , Transdução de Sinais , Algoritmos , Humanos , Linfoma/genética , Linfoma/metabolismo
17.
Cancers (Basel) ; 9(9)2017 Aug 31.
Artigo em Inglês | MEDLINE | ID: mdl-28858215

RESUMO

The ubiquitous protein kinase CK2 has been demonstrated to be overexpressed in a number of human tumours. This enzyme is composed of two catalytic α or α' subunits and a dimer of ß regulatory subunits whose expression levels are probably implicated in CK2 regulation. Several recent papers reported that unbalanced expression of CK2 subunits is sufficient to drive epithelial to mesenchymal transition, a process involved in cancer invasion and metastasis. Herein, through transcriptomic and miRNA analysis together with comparison of cellular properties between wild type and CK2ß-knock-down MCF10A cells, we show that down-regulation of CK2ß subunit in mammary epithelial cells induces the acquisition of stem cell-like properties associated with perturbed polarity, CD44high/CD24low antigenic phenotype and the ability to grow under anchorage-independent conditions. These data demonstrate that a CK2ß level establishes a critical cell fate threshold in the control of epithelial cell plasticity. Thus, this regulatory subunit functions as a nodal protein to maintain an epithelial phenotype and its depletion drives breast cell stemness.

18.
Cell Rep ; 18(9): 2256-2268, 2017 02 28.
Artigo em Inglês | MEDLINE | ID: mdl-28249169

RESUMO

Breast cancer stem cells (bCSCs) have been implicated in tumor progression and therapeutic resistance; however, the molecular mechanisms that define this state are unclear. We have performed two microRNA (miRNA) gain- and loss-of-function screens to identify miRNAs that regulate the choice between bCSC self-renewal and differentiation. We find that micro-RNA (miR)-600 silencing results in bCSC expansion, while its overexpression reduces bCSC self-renewal, leading to decreased in vivo tumorigenicity. miR-600 targets stearoyl desaturase 1 (SCD1), an enzyme required to produce active, lipid-modified WNT proteins. In the absence of miR-600, WNT signaling is active and promotes self-renewal, whereas overexpression of miR-600 inhibits the production of active WNT and promotes bCSC differentiation. In a series of 120 breast tumors, we found that a low level of miR-600 is correlated with active WNT signaling and a poor prognosis. These findings highlight a miR-600-centered signaling network that governs bCSC-fate decisions and influences tumor progression.


Assuntos
Neoplasias da Mama/genética , Neoplasias da Mama/patologia , MicroRNAs/genética , Células-Tronco Neoplásicas/patologia , Transdução de Sinais/fisiologia , Proteínas Wnt/genética , Via de Sinalização Wnt/fisiologia , Carcinogênese/metabolismo , Carcinogênese/patologia , Diferenciação Celular/genética , Linhagem Celular Tumoral , Feminino , Regulação Neoplásica da Expressão Gênica/genética , Humanos , Estearoil-CoA Dessaturase/genética
19.
ACS Omega ; 2(12): 9221-9230, 2017 Dec 31.
Artigo em Inglês | MEDLINE | ID: mdl-30023604

RESUMO

We describe the design and optimization of polyfunctional scaffolds based on a fluorescent indolizine core derivatized with various orthogonal groups (amines, esters, oximes, alkynes, etc.). To show one application as tools in biology, the scaffold was used to prepare drug-biotin conjugates that were then immobilized onto avidin-agarose for affinity chromatography. More specifically, the antiangiogenic drug COB223, whose mechanism of action remained unclear, was chosen as a proof-of-concept drug. The drug-selective discrimination of proteins observed after elution of the cell lysates through the affinity columns, functionalized either with the biologically active COB223 or a structurally related inactive analogue (COB236), is a clear indication that the presence of the indolizine core does not limit drug-protein interaction and confirms the usefulness of the indolizine scaffold. Furthermore, the separation of COB223-interacting proteins from human placental extracts unveiled unanticipated protein targets belonging to the family of regulatory RNA-binding proteins, which opens the way to new hypotheses on the mode of action of this antiangiogenic drug.

20.
Cell Death Dis ; 7(12): e2505, 2016 12 01.
Artigo em Inglês | MEDLINE | ID: mdl-27906189

RESUMO

Inhibition of protein degradation by blocking Cullin-RING E3 ligases (CRLs) is a new approach in cancer therapy though of unknown risk because CRL inhibition may stabilize both oncoproteins and tumor suppressors. Probing CRLs in prostate cancer cells revealed a remarkable plasticity of cells with TMPRSS2-ERG translocation. CRL suppression by chemical inhibition or knockdown of RING component RBX1 led to reversible G0/G1 cell cycle arrest that prevented cell apoptosis. Conversely, complete blocking of CRLs at a higher inhibitor dose-induced cytotoxicity that was amplified by knockdown of CRL regulator Cand1. We analyzed cell signaling to understand how varying degrees of CRL inhibition translated to distinct cell fates. Both tumor suppressor and oncogenic cell signaling pathways and transcriptional activities were affected, with pro-metastatic Wnt/ß-catenin as the most upregulated. Suppression of the NF-κB pathway contributed to anti-apoptotic effect, and androgen receptor (AR) and ERG played decisive, though opposite, roles: AR was involved in protective quiescence, whereas ERG promoted apoptosis. These data define AR-ERG interaction as a key plasticity and survival determinant in prostate cancer and suggest supplementary treatments that may overcome drug resistance mechanisms regulated by AR-ERG interaction.


Assuntos
Plasticidade Celular , Neoplasias da Próstata/metabolismo , Neoplasias da Próstata/patologia , Transdução de Sinais , Ubiquitina-Proteína Ligases/metabolismo , Ubiquitinas/metabolismo , Linhagem Celular Tumoral , Linhagem da Célula/efeitos dos fármacos , Plasticidade Celular/efeitos dos fármacos , Proliferação de Células/efeitos dos fármacos , Sobrevivência Celular/efeitos dos fármacos , Ciclopentanos/farmacologia , Técnicas de Silenciamento de Genes , Humanos , Masculino , Modelos Biológicos , Proteína NEDD8 , Pirimidinas/farmacologia , Receptores Androgênicos/metabolismo , Transdução de Sinais/efeitos dos fármacos , Esferoides Celulares/efeitos dos fármacos , Esferoides Celulares/patologia , Transcrição Gênica/efeitos dos fármacos , Regulador Transcricional ERG/metabolismo
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