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1.
Pract Lab Med ; 39: e00365, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38371895

RESUMO

Objectives: To verify the analytical performance of the HepatoPredict kit, a novel tool developed to stratify Hepatocellular Carcinoma (HCC) patients according to their risk of relapse after a Liver Transplantation (LT). Methods: The HepatoPredict tool combines clinical variables and a gene expression signature in an ensemble of machine-learning algorithms to forecast the benefit of a LT in HCC patients. To ensure the accuracy and reliability of this method, extensive analytical validation was conducted to verify its specificity and robustness. The experiments were designed following the guidelines for multi-target genomic assays such as ISO201395-2019, MIQE, CLSI-MM16, CLSI-MM17, and CLSI-EP17-A. The validation process included reproducibility between operators and between RNA extractions and RT-qPCR runs, and interference of input RNA levels or varying reagent levels. A recently retrained version of the HepatoPredict algorithms was also tested. Results: The validation process demonstrated that the HepatoPredict kit met the required standards for robustness (p > 0.05), analytical specificity (inclusivity of 95 %), and sensitivity (LoB, LoD, linear range, and amplification efficiency between 90 and 110 %). The operator, equipment, input RNA, and reagents used had no significant effect on the HepatoPredict results. Additionally, the testing of a recently retrained version of the HepatoPredict algorithm, showed that this new version further improved the accuracy of the kit and performed better than existing clinical criteria in accurately identifying HCC patients who are more likely to benefit LT. Conclusions: Even with the introduced variations in molecular and clinical variables, the HepatoPredict kit's prognostic information remains consistent. It can accurately identify HCC patients who are more likely to benefit from a LT. Its robust performance also confirms that it can be easily integrated into standard diagnostic laboratories.

2.
Mol Med Rep ; 28(1)2023 07.
Artigo em Inglês | MEDLINE | ID: mdl-37232349

RESUMO

Genetic testing for susceptibility genes through next­generation sequencing (NGS) has become a widely used technique. Using this, a number of genetic variants have been identified, several of which are variants of unknown significance (VUS). These VUS can either be pathogenic or benign. However, since their biological effect remains unclear, functional assays are required to classify their functional nature. As the use of NGS becomes more mainstream as a diagnostic tool in clinical practice, the number of VUS is expected to increase. This necessitates their biological and functional classification. In the present study, a VUS was identified in the BRCA1 gene (NM_007294.3:c.1067A>G) in two women at risk for breast cancer, for which no functional data has been reported. Therefore, peripheral lymphocytes were isolated from the two women and also from two women without the VUS. DNA from all samples were sequenced by NGS of a breast cancer clinical panel. Since the BRCA1 gene is involved in DNA repair and apoptosis, the functional assays chromosomal aberrations, cytokinesis­blocked micronucleus, comet, γH2AX, caspase and TUNEL assays were then conducted on these lymphocytes after a genotoxic challenge by ionizing radiation or doxorubicin to assess the functional role of this VUS. The micronucleus and TUNEL assays revealed a lower degree of DNA induced­damage in the VUS group compared with those without the VUS. The other assays showed no significant differences between the groups. These results suggested that this BRCA1 VUS is likely benign, since the VUS carriers were apparently protected from deleterious chromosomal rearrangements, subsequent genomic instability and activation of apoptosis.


Assuntos
Neoplasias da Mama , Neoplasias Ovarianas , Feminino , Humanos , Neoplasias da Mama/diagnóstico , Neoplasias da Mama/genética , Neoplasias da Mama/patologia , Proteína BRCA1/genética , Proteína BRCA1/metabolismo , Testes Genéticos/métodos , Genes BRCA1 , Reparo do DNA , Dano ao DNA/genética , Predisposição Genética para Doença , Neoplasias Ovarianas/genética , Proteína BRCA2/genética
3.
Ann Surg ; 276(5): 868-874, 2022 11 01.
Artigo em Inglês | MEDLINE | ID: mdl-35916378

RESUMO

OBJECTIVE: To propose a new decision algorithm combining biomarkers measured in a tumor biopsy with clinical variables, to predict recurrence after liver transplantation (LT). BACKGROUND: Liver cancer is one of the most frequent causes of cancer-related mortality. LT is the best treatment for hepatocellular carcinoma (HCC) patients but the scarcity of organs makes patient selection a critical step. In addition, clinical criteria widely applied in patient eligibility decisions miss potentially curable patients while selecting patients that relapse after transplantation. METHODS: A literature systematic review singled out candidate biomarkers whose RNA levels were assessed by quantitative PCR in tumor tissue from 138 HCC patients submitted to LT (>5 years follow up, 32% beyond Milan criteria). The resulting 4 gene signature was combined with clinical variables to develop a decision algorithm using machine learning approaches. The method was named HepatoPredict. RESULTS: HepatoPredict identifies 99% disease-free patients (>5 year) from a retrospective cohort, including many outside clinical criteria (16%-24%), thus reducing the false negative rate. This increased sensitivity is accompanied by an increased positive predictive value (88.5%-94.4%) without any loss of long-term overall survival or recurrence rates for patients deemed eligible by HepatoPredict; those deemed ineligible display marked reduction of survival and increased recurrence in the short and long term. CONCLUSIONS: HepatoPredict outperforms conventional clinical-pathologic selection criteria (Milan, UCSF), providing superior prognostic information. Accurately identifying which patients most likely benefit from LT enables an objective stratification of waiting lists and information-based allocation of optimal versus suboptimal organs.


Assuntos
Carcinoma Hepatocelular , Neoplasias Hepáticas , Transplante de Fígado , Carcinoma Hepatocelular/genética , Carcinoma Hepatocelular/cirurgia , Humanos , Neoplasias Hepáticas/genética , Neoplasias Hepáticas/cirurgia , Recidiva Local de Neoplasia/genética , Recidiva Local de Neoplasia/patologia , Seleção de Pacientes , RNA , Estudos Retrospectivos , Fatores de Risco , Transcriptoma
4.
Sci Rep ; 12(1): 11512, 2022 07 07.
Artigo em Inglês | MEDLINE | ID: mdl-35798798

RESUMO

Hepatocellular carcinoma (HCC) is amongst the cancers with highest mortality rates and is the most common malignancy of the liver. Early detection is vital to provide the best treatment possible and liquid biopsies combined with analysis of circulating tumour DNA methylation show great promise as a non-invasive approach for early cancer diagnosis and monitoring with low false negative rates. To identify reliable diagnostic biomarkers of early HCC, we performed a systematic analysis of multiple hepatocellular studies and datasets comprising > 1500 genome-wide DNA methylation arrays, to define a methylation signature predictive of HCC in both tissue and cell-free DNA liquid biopsy samples. Our machine learning pipeline identified differentially methylated regions in HCC, some associated with transcriptional repression of genes related with cancer progression, that benchmarked positively against independent methylation signatures. Combining our signature of 38 DNA methylation regions, we derived a HCC detection score which confirmed the utility of our approach by identifying in an independent dataset 96% of HCC tissue samples with a precision of 98%, and most importantly successfully separated cfDNA of tumour samples from healthy controls. Notably, our risk score could identify cell-free DNA samples from patients with other tumours, including colorectal cancer. Taken together, we propose a comprehensive HCC DNA methylation fingerprint and an associated risk score for detection of HCC from tissue and liquid biopsies.


Assuntos
Carcinoma Hepatocelular , Ácidos Nucleicos Livres , Neoplasias Hepáticas , Biomarcadores Tumorais/genética , Carcinoma Hepatocelular/diagnóstico , Carcinoma Hepatocelular/genética , Ácidos Nucleicos Livres/genética , Metilação de DNA/genética , Humanos , Biópsia Líquida , Neoplasias Hepáticas/diagnóstico , Neoplasias Hepáticas/genética , Neoplasias Hepáticas/patologia
5.
J Agric Food Chem ; 70(41): 13062-13070, 2022 Oct 19.
Artigo em Inglês | MEDLINE | ID: mdl-35834180

RESUMO

Gut microbiota modulation might constitute a mechanism mediating the effects of beer on health. In this randomized, double-blinded, two-arm parallel trial, 22 healthy men were recruited to drink 330 mL of nonalcoholic beer (0.0% v/v) or alcoholic beer (5.2% v/v) daily during a 4-week follow-up period. Blood and faecal samples were collected before and after the intervention period. Gut microbiota was analyzed by 16S rRNA gene sequencing. Drinking nonalcoholic or alcoholic beer daily for 4 weeks did not increase body weight and body fat mass and did not changed significantly serum cardiometabolic biomarkers. Nonalcoholic and alcoholic beer increased gut microbiota diversity which has been associated with positive health outcomes and tended to increase faecal alkaline phosphatase activity, a marker of intestinal barrier function. These results suggest the effects of beer on gut microbiota modulation are independent of alcohol and may be mediated by beer polyphenols.


Assuntos
Cerveja , Microbioma Gastrointestinal , Masculino , Humanos , Cerveja/análise , RNA Ribossômico 16S/genética , Fosfatase Alcalina , Biomarcadores
6.
Front Microbiol ; 12: 705020, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34349747

RESUMO

The risk factors for coronavirus disease 2019 (COVID-19) severity are still poorly understood. Considering the pivotal role of the gut microbiota on host immune and inflammatory functions, we investigated the association between changes in the gut microbiota composition and the clinical severity of COVID-19. We conducted a multicenter cross-sectional study prospectively enrolling 115 COVID-19 patients categorized according to: (1) the WHO Clinical Progression Scale-mild, 19 (16.5%); moderate, 37 (32.2%); or severe, 59 (51.3%), and (2) the location of recovery from COVID-19-ambulatory, 14 (household isolation, 12.2%); hospitalized in ward, 40 (34.8%); or hospitalized in the intensive care unit, 61 (53.0%). Gut microbiota analysis was performed through 16S rRNA gene sequencing, and the data obtained were further related to the clinical parameters of COVID-19 patients. The risk factors for COVID-19 severity were identified by univariate and multivariable logistic regression models. In comparison to mild COVID-19 patients, the gut microbiota of moderate and severe patients have: (a) lower Firmicutes/Bacteroidetes ratio; (b) higher abundance of Proteobacteria; and (c) lower abundance of beneficial butyrate-producing bacteria such as the genera Roseburia and Lachnospira. Multivariable regression analysis showed that the Shannon diversity index [odds ratio (OR) = 2.85, 95% CI = 1.09-7.41, p = 0.032) and C-reactive protein (OR = 3.45, 95% CI = 1.33-8.91, p = 0.011) are risk factors for severe COVID-19 (a score of 6 or higher in the WHO Clinical Progression Scale). In conclusion, our results demonstrated that hospitalized patients with moderate and severe COVID-19 have microbial signatures of gut dysbiosis; for the first time, the gut microbiota diversity is pointed out as a prognostic biomarker of COVID-19 severity.

7.
Nutrients ; 13(4)2021 Apr 08.
Artigo em Inglês | MEDLINE | ID: mdl-33917736

RESUMO

The Mediterranean diet (MD) has been recommended for type 2 diabetes (T2D) treatment. The impact of diet in shaping the gut microbiota is well known, particularly for MD. However, the link between MD and diabetes outcome improvement is not completely clear. This study aims to evaluate the role of microbiota modulation by a nonpharmacological intervention in patients with T2D. In this 12-week single-arm pilot study, nine participants received individual nutritional counseling sessions promoting MD. Gut microbiota, biochemical parameters, body composition, and blood pressure were assessed at baseline, 4 weeks, and 12 weeks after the intervention. Adherence to MD [assessed by Mediterranean Diet Adherence Screener (MEDAS) score] increased after the intervention. Bacterial richness increased after 4 weeks of intervention and was negatively correlated with fasting glucose levels and Homeostatic Model Assessment for Insulin Resistance (HOMA-IR). Prevotella to Bacteroides ratio also increased after 4 weeks. In contrast, glycated haemoglobin (HbA1c) and HOMA-IR were only decreased at the end of study. Alkaline phosphatase activity was assessed in fecal samples and was negatively correlated with HbA1c and positively correlated with bacterial diversity. The results of this study reinforce that MD adherence results in a better glycemic control in subjects with T2D. Changes in gut bacterial richness caused by MD adherence may be relevant in mediating the metabolic impact of this dietary intervention.


Assuntos
Diabetes Mellitus Tipo 2/dietoterapia , Diabetes Mellitus Tipo 2/metabolismo , Dieta Mediterrânea , Microbioma Gastrointestinal , Idoso , Fosfatase Alcalina/metabolismo , Bacteroides/fisiologia , Biodiversidade , Pressão Sanguínea , Composição Corporal , Diabetes Mellitus Tipo 2/microbiologia , Diabetes Mellitus Tipo 2/fisiopatologia , Fezes/microbiologia , Comportamento Alimentar , Feminino , Alimentos , Hemoglobinas Glicadas/metabolismo , Humanos , Masculino , Pessoa de Meia-Idade , Cooperação do Paciente , Projetos Piloto , Prevotella/fisiologia , Inquéritos e Questionários
8.
Sci Rep ; 10(1): 8679, 2020 05 26.
Artigo em Inglês | MEDLINE | ID: mdl-32457360

RESUMO

Cyanobacteria are ubiquitous organisms with a relevant contribution to primary production in all range of habitats. Cyanobacteria are well known for their part in worldwide occurrence of aquatic blooms while producing a myriad of natural compounds, some with toxic potential, but others of high economical impact, as geosmin. We performed an environmental survey of cyanobacterial soil colonies to identify interesting metabolic pathways and adaptation strategies used by these microorganisms and isolated, sequenced and assembled the genome of a cyanobacterium that displayed a distinctive earthy/musty smell, typical of geosmin, confirmed by GC-MS analysis of the culture's volatile extract. Morphological studies pointed to a new Oscillatoriales soil ecotype confirmed by phylogenetic analysis, which we named Microcoleus asticus sp. nov. Our studies of geosmin gene presence in Bacteria, revealed a scattered distribution among Cyanobacteria, Actinobacteria, Delta and Gammaproteobacteria, covering different niches. Careful analysis of the bacterial geosmin gene and gene tree suggests an ancient bacterial origin of the gene, that was probably successively lost in different time frames. The high sequence similarities in the cyanobacterial geosmin gene amidst freshwater and soil strains, reinforce the idea of an evolutionary history of geosmin, that is intimately connected to niche adaptation.


Assuntos
Proteínas de Bactérias/metabolismo , Cianobactérias/genética , Naftóis/metabolismo , Actinobacteria/genética , Actinobacteria/metabolismo , Proteínas de Bactérias/classificação , Proteínas de Bactérias/genética , Cianobactérias/química , Cianobactérias/classificação , Gammaproteobacteria/genética , Gammaproteobacteria/metabolismo , Cromatografia Gasosa-Espectrometria de Massas , Genoma Bacteriano , Família Multigênica , Naftóis/análise , Naftóis/isolamento & purificação , Filogenia , Extração em Fase Sólida , Terpenos/análise
9.
Elife ; 82019 06 11.
Artigo em Inglês | MEDLINE | ID: mdl-31182187

RESUMO

The centrosome is composed of two centrioles surrounded by a microtubule-nucleating pericentriolar material (PCM). Although centrioles are known to regulate PCM assembly, it is less known whether and how the PCM contributes to centriole assembly. Here we investigate the interaction between centriole components and the PCM by taking advantage of fission yeast, which has a centriole-free, PCM-containing centrosome, the SPB. Surprisingly, we observed that several ectopically-expressed animal centriole components such as SAS-6 are recruited to the SPB. We revealed that a conserved PCM component, Pcp1/pericentrin, interacts with and recruits SAS-6. This interaction is conserved and important for centriole assembly, particularly its elongation. We further explored how yeasts kept this interaction even after centriole loss and showed that the conserved calmodulin-binding region of Pcp1/pericentrin is critical for SAS-6 interaction. Our work suggests that the PCM not only recruits and concentrates microtubule-nucleators, but also the centriole assembly machinery, promoting biogenesis close by.


Assuntos
Antígenos/metabolismo , Centríolos/metabolismo , Proteínas de Drosophila/metabolismo , Drosophila melanogaster/metabolismo , Proteínas de Schizosaccharomyces pombe/metabolismo , Schizosaccharomyces/metabolismo , Animais , Animais Geneticamente Modificados , Antígenos/genética , Células Cultivadas , Proteínas de Drosophila/genética , Drosophila melanogaster/citologia , Drosophila melanogaster/genética , Proteínas de Fluorescência Verde/genética , Proteínas de Fluorescência Verde/metabolismo , Masculino , Microscopia Confocal , Microtúbulos/metabolismo , Ligação Proteica , Schizosaccharomyces/citologia , Schizosaccharomyces/genética , Proteínas de Schizosaccharomyces pombe/genética , Espermatozoides/citologia , Espermatozoides/metabolismo , Imagem com Lapso de Tempo/métodos
10.
Int J Antimicrob Agents ; 54(1): 85-88, 2019 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-31029736

RESUMO

Disulfiram (DSF) can help treat alcohol dependency by inhibiting aldehyde dehydrogenase (ALDH). Genomic analysis revealed that Francisella tularensis, the causative agent of tularemia, has lost all but one ALDH-like domain and that this domain retains the target of DSF. In this study, minimum inhibitory concentration (MIC) assays demonstrated that both DSF and its primary metabolite diethyldithiocarbamate (DDC) have strong antimicrobial activity against F. tularensis strain SCHU S4, with the MIC of DSF determined as 2 µg/mL in comparison with 8 µg/mL for DDC. The activity of DSF was further confirmed using an in vitro human macrophage infection assay. Francisella tularensis bacteria in DSF-treated cells were reduced in comparison with untreated and DDC-treated cells, comparable with that observed in doxycycline-treated cells. This suggests that DSF may be suitable for further investigation as an in vivo therapy for tularemia.


Assuntos
Inibidores de Acetaldeído Desidrogenases/farmacologia , Dissuasores de Álcool/farmacologia , Antibacterianos/farmacologia , Dissulfiram/farmacologia , Francisella tularensis/efeitos dos fármacos , Francisella tularensis/crescimento & desenvolvimento , Carga Bacteriana , Humanos , Testes de Sensibilidade Microbiana , Monócitos/efeitos dos fármacos , Monócitos/microbiologia , Células THP-1
11.
Microb Ecol ; 78(2): 388-408, 2019 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-30623212

RESUMO

One of the most prominent manifestations of climate change is the changing Arctic sea-ice regime with a reduction in the summer sea-ice extent and a shift from thicker, perennial multiyear ice towards thinner, first-year ice. These changes in the physical environment are likely to impact microbial communities, a key component of Arctic marine food webs and biogeochemical cycles. During the Norwegian young sea ICE expedition (N-ICE2015) north of Svalbard, seawater samples were collected at the surface (5 m), subsurface (20 or 50 m), and mesopelagic (250 m) depths on 9 March, 27 April, and 16 June 2015. In addition, several physical and biogeochemical data were recorded to contextualize the collected microbial communities. Through the massively parallel sequencing of the small subunit ribosomal RNA amplicon and metagenomic data, this work allows studying the Arctic's microbial community structure during the late winter to early summer transition. Results showed that, at compositional level, Alpha- (30.7%) and Gammaproteobacteria (28.6%) are the most frequent taxa across the prokaryotic N-ICE2015 collection, and also the most phylogenetically diverse. Winter to early summer trends were quite evident since there was a high relative abundance of thaumarchaeotes in the under-ice water column in late winter while this group was nearly absent during early summer. Moreover, the emergence of Flavobacteria and the SAR92 clade in early summer might be associated with the degradation of a spring bloom of Phaeocystis. High relative abundance of hydrocarbonoclastic bacteria, particularly Alcanivorax (54.3%) and Marinobacter (6.3%), was also found. Richness showed different patterns along the depth gradient for prokaryotic (highest at mesopelagic depth) and protistan communities (higher at subsurface depths). The microbial N-ICE2015 collection analyzed in the present study provides comprehensive new knowledge about the pelagic microbiota below drifting Arctic sea-ice. The higher microbial diversity found in late winter/early spring communities reinforces the need to continue with further studies to properly characterize the winter microbial communities under the pack-ice.


Assuntos
Bactérias/isolamento & purificação , Biodiversidade , Eucariotos/isolamento & purificação , Camada de Gelo/microbiologia , Camada de Gelo/parasitologia , Regiões Árticas , Bactérias/classificação , Bactérias/genética , Eucariotos/classificação , Eucariotos/genética , Camada de Gelo/química , Filogenia , Estações do Ano , Água do Mar/química , Água do Mar/microbiologia , Água do Mar/parasitologia , Svalbard
12.
J Cell Biol ; 217(7): 2353-2363, 2018 07 02.
Artigo em Inglês | MEDLINE | ID: mdl-29739803

RESUMO

Centrosome abnormalities are a typical hallmark of human cancers. However, the origin and dynamics of such abnormalities in human cancer are not known. In this study, we examined centrosomes in Barrett's esophagus tumorigenesis, a well-characterized multistep pathway of progression, from the premalignant condition to the metastatic disease. This human cancer model allows the study of sequential steps of progression within the same patient and has representative cell lines from all stages of disease. Remarkably, centrosome amplification was detected as early as the premalignant condition and was significantly expanded in dysplasia. It was then present throughout malignant transformation both in adenocarcinoma and metastasis. The early expansion of centrosome amplification correlated with and was dependent on loss of function of the tumor suppressor p53 both through loss of wild-type expression and hotspot mutations. Our work shows that centrosome amplification in human tumorigenesis can occur before transformation, being repressed by p53. These findings suggest centrosome amplification in humans can contribute to tumor initiation and progression.


Assuntos
Esôfago de Barrett/genética , Carcinogênese/genética , Centrossomo/metabolismo , Proteína Supressora de Tumor p53/genética , Adenocarcinoma/genética , Adenocarcinoma/metabolismo , Adenocarcinoma/patologia , Esôfago de Barrett/metabolismo , Esôfago de Barrett/patologia , Linhagem Celular Tumoral , Centrossomo/patologia , Feminino , Regulação Neoplásica da Expressão Gênica , Humanos , Masculino , Mutação , Neoplasias/genética , Neoplasias/metabolismo , Neoplasias/patologia , Análise de Célula Única
13.
Toxins (Basel) ; 10(5)2018 05 05.
Artigo em Inglês | MEDLINE | ID: mdl-29734762

RESUMO

The Cape Verde islands are part of the African Sahelian arid belt that possesses an erratic rain pattern prompting the need for water reservoirs, which are now critical for the country’s sustainability. Worldwide, freshwater cyanobacterial blooms are increasing in frequency due to global climate change and the eutrophication of water bodies, particularly in reservoirs. To date, there have been no risk assessments of cyanobacterial toxin production in these man-made structures. We evaluated this potential risk using 16S rRNA gene amplicon sequencing and full metagenome sequencing in freshwater reservoirs of Cape Verde. Our analysis revealed the presence of several potentially toxic cyanobacterial genera in all sampled reservoirs. Faveta potentially toxic and bloom-forming Microcystis sp., dominated our samples, while a Cryptomonas green algae and Gammaproteobacteria dominated Saquinho and Poilão reservoirs. We reconstructed and assembled the Microcystis genome, extracted from the metagenome of bulk DNA from Faveta water. Phylogenetic analysis of Microcystis cf. aeruginosa CV01’s genome revealed its close relationship with other Microcystis genomes, as well as clustering with other continental African strains, suggesting geographical coherency. In addition, it revealed several clusters of known toxin-producing genes. This survey reinforces the need to better understand the country’s microbial ecology as a whole of water reservoirs on the rise.


Assuntos
Água Doce/microbiologia , Bactérias/genética , Bactérias/isolamento & purificação , Toxinas Bacterianas/genética , Biodiversidade , Cabo Verde , DNA Bacteriano/genética , Filogenia , RNA Ribossômico 16S/genética , Microbiologia da Água
14.
Sci Rep ; 8(1): 5484, 2018 04 03.
Artigo em Inglês | MEDLINE | ID: mdl-29615779

RESUMO

Diatoms are photosynthetic microalgae, a group with a major environmental role on the planet due to the biogeochemical cycling of silica and global fixation of carbon. However, they can evolve into harmful blooms through a resourceful communication mechanism, not yet fully understood. Here, we demonstrate that a population of diatoms under darkness show quasi-periodic electrical oscillations, or intercellular waves. The origin is paracrine signaling, which is a feedback, or survival, mechanism that counteracts changes in the physicochemical environment. The intracellular messenger is related to Ca2+ ions since spatiotemporal changes in their concentration match the characteristics of the intercellular waves. Our conclusion is supported by using a Ca2+ channel inhibitor. The transport of Ca2+ ions through the membrane to the extracellular medium is blocked and the intercellular waves disappear. The translation of microalgae cooperative signaling paves the way for early detection and prevention of harmful blooms and an extensive range of stress-induced alterations in the aquatic ecosystem.


Assuntos
Escuridão , Diatomáceas/fisiologia , Fenômenos Eletrofisiológicos/fisiologia , Estresse Fisiológico , Transporte Biológico , Cálcio/metabolismo , Cloroplastos/metabolismo , Citosol/metabolismo , Diatomáceas/citologia , Diatomáceas/metabolismo , Espaço Extracelular/metabolismo , Comunicação Parácrina
15.
Genome Biol Evol ; 10(1): 108-124, 2018 01 01.
Artigo em Inglês | MEDLINE | ID: mdl-29272410

RESUMO

Prokaryote genomes are the result of a dynamic flux of genes, with increases achieved via horizontal gene transfer and reductions occurring through gene loss. The ecological and selective forces that drive this genomic flexibility vary across species. Bacillus subtilis is a naturally competent bacterium that occupies various environments, including plant-associated, soil, and marine niches, and the gut of both invertebrates and vertebrates. Here, we quantify the genomic diversity of B. subtilis and infer the genome dynamics that explain the high genetic and phenotypic diversity observed. Phylogenomic and comparative genomic analyses of 42 B. subtilis genomes uncover a remarkable genome diversity that translates into a core genome of 1,659 genes and an asymptotic pangenome growth rate of 57 new genes per new genome added. This diversity is due to a large proportion of low-frequency genes that are acquired from closely related species. We find no gene-loss bias among wild isolates, which explains why the cloud genome, 43% of the species pangenome, represents only a small proportion of each genome. We show that B. subtilis can acquire xenologous copies of core genes that propagate laterally among strains within a niche. While not excluding the contributions of other mechanisms, our results strongly suggest a process of gene acquisition that is largely driven by competence, where the long-term maintenance of acquired genes depends on local and global fitness effects. This competence-driven genomic diversity provides B. subtilis with its generalist character, enabling it to occupy a wide range of ecological niches and cycle through them.


Assuntos
Bacillus subtilis/genética , Variação Genética , Proteínas de Bactérias/genética , Evolução Molecular , Transferência Genética Horizontal , Genes Bacterianos , Genoma Bacteriano , Filogenia
16.
Nat Commun ; 8: 15237, 2017 05 16.
Artigo em Inglês | MEDLINE | ID: mdl-28508872

RESUMO

Studies of the role of actin in tumour progression have highlighted its key contribution in cell softening associated with cell invasion. Here, using a human breast cell line with conditional Src induction, we demonstrate that cells undergo a stiffening state prior to acquiring malignant features. This state is characterized by the transient accumulation of stress fibres and upregulation of Ena/VASP-like (EVL). EVL, in turn, organizes stress fibres leading to transient cell stiffening, ERK-dependent cell proliferation, as well as enhancement of Src activation and progression towards a fully transformed state. Accordingly, EVL accumulates predominantly in premalignant breast lesions and is required for Src-induced epithelial overgrowth in Drosophila. While cell softening allows for cancer cell invasion, our work reveals that stress fibre-mediated cell stiffening could drive tumour growth during premalignant stages. A careful consideration of the mechanical properties of tumour cells could therefore offer new avenues of exploration when designing cancer-targeting therapies.


Assuntos
Actinas/metabolismo , Neoplasias da Mama/patologia , Proliferação de Células , Transformação Celular Neoplásica/patologia , Fibras de Estresse/patologia , Animais , Mama/patologia , Neoplasias da Mama/genética , Moléculas de Adesão Celular/genética , Moléculas de Adesão Celular/metabolismo , Linhagem Celular , Movimento Celular , Proteínas de Ligação a DNA/genética , Proteínas de Ligação a DNA/metabolismo , Conjuntos de Dados como Assunto , Drosophila , Feminino , Perfilação da Expressão Gênica , Regulação Neoplásica da Expressão Gênica , Humanos , Masculino , Fosforilação , RNA Interferente Pequeno/metabolismo , Imagem com Lapso de Tempo , Análise Serial de Tecidos , Regulação para Cima , Quinases da Família src/metabolismo
17.
Curr Cancer Drug Targets ; 17(1): 62-73, 2017.
Artigo em Inglês | MEDLINE | ID: mdl-27784207

RESUMO

BACKGROUND: The antiangiogenic drug sunitinib has never been evaluated as single agent in untreated breast cancer patients. OBJECTIVE: We aimed to characterize the activity of sunitinib, alone and with docetaxel, in untreated locally advanced or operable breast cancer and to uncover the mechanisms of response. METHOD: Patients were treated with an upfront window of sunitinib followed by four cycles of sunitinib plus docetaxel. Response, resistance and toxicity were evaluated according to standard clinical parameters, magnetic resonance imaging, positron emission tomography, standard pathology characterization, molecular pathology and gene expression profiling. RESULTS: Twelve patients were included. We detected primary resistance to sunitinib in the upfront window in untreated breast cancer, as evidenced by four non-responding patients. At surgery, five patients had viable tumor in the breast and axilla, four had viable tumor cells in the breast alone and three were taken off study and thus not evaluated, due to unacceptable toxicity. Early functional imaging was useful in predicting response. There were no clinical complete responses. Comparison of tumor gene expression profiling data between early responders and non-responders allowed us to identify the up-regulation of VEGF and angiogenic pathways in non-responders. Specifically, in tumors resistant to single-agent sunitinib we detected a transcriptional response to hypoxia characterized by over-expression of several HIF1α target genes. CONCLUSION: In this report of single-agent sunitinib treatment in untreated localized breast cancer patients, we found evidence of primary resistance to sunitinib, likely mediated by up-regulation of hypoxia responsive genes.


Assuntos
Antineoplásicos/farmacologia , Neoplasias da Mama/tratamento farmacológico , Resistencia a Medicamentos Antineoplásicos/efeitos dos fármacos , Indóis/farmacologia , Pirróis/farmacologia , Hipóxia Tumoral/efeitos dos fármacos , Adulto , Antineoplásicos/efeitos adversos , Neoplasias da Mama/patologia , Neoplasias da Mama/cirurgia , Resistencia a Medicamentos Antineoplásicos/genética , Feminino , Regulação Neoplásica da Expressão Gênica/efeitos dos fármacos , Humanos , Indóis/efeitos adversos , Pessoa de Meia-Idade , Terapia Neoadjuvante , Pirróis/efeitos adversos , Sunitinibe , Resultado do Tratamento , Hipóxia Tumoral/genética
18.
Bioinformatics ; 33(4): 568-570, 2017 02 15.
Artigo em Inglês | MEDLINE | ID: mdl-27797763

RESUMO

Summary: The Rab family of small GTPases regulates and provides specificity to the endomembrane trafficking system; each Rab subfamily is associated with specific pathways. Thus, characterization of Rab repertoires provides functional information about organisms and evolution of the eukaryotic cell. Yet, the complex structure of the Rab family limits the application of existing methods for protein classification. Here, we present a major redesign of the Rabifier, a bioinformatic pipeline for detection and classification of Rab GTPases. It is more accurate, significantly faster than the original version and is now open source, both the code and the data, allowing for community participation. Availability and Implementation: Rabifier and RabDB are freely available through the web at http://rabdb.org . The Rabifier package can be downloaded from the Python Package Index at https://pypi.python.org/pypi/rabifier , the source code is available at Github https://github.com/evocell/rabifier . Contact: jsurkont@igc.gulbenkian.pt or jleal@igc.gulbenkian.pt. Supplementary information: Supplementary data are available at Bioinformatics online.


Assuntos
Biologia Computacional/métodos , Software , Proteínas rab de Ligação ao GTP/genética , Animais , Eucariotos/enzimologia , Humanos , Proteínas rab de Ligação ao GTP/classificação
19.
PLoS One ; 11(9): e0161967, 2016.
Artigo em Inglês | MEDLINE | ID: mdl-27583562

RESUMO

Barrett's esophagus is the major risk factor for esophageal adenocarcinoma. It has a low but non-neglectable risk, high surveillance costs and no reliable risk stratification markers. We sought to identify early biomarkers, predictive of Barrett's malignant progression, using a meta-analysis approach on gene expression data. This in silico strategy was followed by experimental validation in a cohort of patients with extended follow up from the Instituto Português de Oncologia de Lisboa de Francisco Gentil EPE (Portugal). Bioinformatics and systems biology approaches singled out two candidate predictive markers for Barrett's progression, CYR61 and TAZ. Although previously implicated in other malignancies and in epithelial-to-mesenchymal transition phenotypes, our experimental validation shows for the first time that CYR61 and TAZ have the potential to be predictive biomarkers for cancer progression. Experimental validation by reverse transcriptase quantitative PCR and immunohistochemistry confirmed the up-regulation of both genes in Barrett's samples associated with high-grade dysplasia/adenocarcinoma. In our cohort CYR61 and TAZ up-regulation ranged from one to ten years prior to progression to adenocarcinoma in Barrett's esophagus index samples. Finally, we found that CYR61 and TAZ over-expression is correlated with early focal signs of epithelial to mesenchymal transition. Our results highlight both CYR61 and TAZ genes as potential predictive biomarkers for stratification of the risk for development of adenocarcinoma and suggest a potential mechanistic route for Barrett's esophagus neoplastic progression.


Assuntos
Esôfago de Barrett/patologia , Proteína Rica em Cisteína 61/metabolismo , Transição Epitelial-Mesenquimal , Fatores de Transcrição/metabolismo , Aciltransferases , Progressão da Doença , Feminino , Humanos , Masculino , Inclusão em Parafina
20.
Mol Biol Evol ; 33(7): 1833-42, 2016 07.
Artigo em Inglês | MEDLINE | ID: mdl-27034425

RESUMO

A complex endomembrane system is one of the hallmarks of Eukaryotes. Vesicle trafficking between compartments is controlled by a diverse protein repertoire, including Rab GTPases. These small GTP-binding proteins contribute identity and specificity to the system, and by working as molecular switches, trigger multiple events in vesicle budding, transport, and fusion. A diverse collection of Rab GTPases already existed in the ancestral Eukaryote, yet, it is unclear how such elaborate repertoire emerged. A novel archaeal phylum, the Lokiarchaeota, revealed that several eukaryotic-like protein systems, including small GTPases, are present in Archaea. Here, we test the hypothesis that the Rab family of small GTPases predates the origin of Eukaryotes. Our bioinformatic pipeline detected multiple putative Rab-like proteins in several archaeal species. Our analyses revealed the presence and strict conservation of sequence features that distinguish eukaryotic Rabs from other small GTPases (Rab family motifs), mapping to the same regions in the structure as in eukaryotic Rabs. These mediate Rab-specific interactions with regulators of the REP/GDI (Rab Escort Protein/GDP dissociation Inhibitor) family. Sensitive structure-based methods further revealed the existence of REP/GDI-like genes in Archaea, involved in isoprenyl metabolism. Our analysis supports a scenario where Rabs differentiated into an independent family in Archaea, interacting with proteins involved in membrane biogenesis. These results further support the archaeal nature of the eukaryotic ancestor and provide a new insight into the intermediate stages and the evolutionary path toward the complex membrane-associated signaling circuits that characterize the Ras superfamily of small GTPases, and specifically Rab proteins.


Assuntos
Archaea/enzimologia , Proteínas rab de Ligação ao GTP/metabolismo , Archaea/genética , Archaea/metabolismo , Evolução Biológica , Células Eucarióticas/metabolismo , Evolução Molecular , Inibidores de Dissociação do Nucleotídeo Guanina/genética , Inibidores de Dissociação do Nucleotídeo Guanina/metabolismo , Filogenia , Ligação Proteica , Transporte Proteico , Análise de Sequência de Proteína/métodos , Proteínas rab de Ligação ao GTP/genética
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