Your browser doesn't support javascript.
loading
Mostrar: 20 | 50 | 100
Resultados 1 - 20 de 130.522
Filtrar
1.
Sci Total Environ ; 746: 142032, 2020 Dec 01.
Artigo em Inglês | MEDLINE | ID: mdl-33027874

RESUMO

Polycyclic aromatic hydrocarbons (PAHs) are one of the most widespread persistent organic pollutants (POPs) in marine environment. Benzo[a]pyrene (B[a]P), the most toxic carcinogen of PAHs, is widely studied as a representative that interferes with lipid metabolism. However, the underlying molecular mechanisms of lipid metabolism by B[a]P interference towards bivalve, one of the marine-pollution bio-indicators have not been elucidated yet, especially during gonadal development which is closely associated with lipids. In this study, female scallops Chlamys farreri were cultured with natural and 4 µg/L B[a]P exposed seawater, respectively, and a multi-stage (proliferative, growth, mature, and spawn stage) ovarian transcriptome profiling was performed to decipher the reproductive stage-dependence disturbing mechanisms on lipid metabolism caused by B[a]P in bivalves. The results revealed the potential molecular mechanism of B[a]P-induced triglycerides (TGs) accumulation, which probably resulted from the collaboration of promoting synthesis and inhibiting metabolization of TGs, notably, this mechanism also occurred at spawn stage. Correspondingly, B[a]P and TGs contents measured in ovary offered direct biochemical evidences for the interference effects and stage-dependent accumulation patterns of B[a]P. Moreover, the gene expressions of fatty acids synthesis related enzymes were down-regulated cooperatively, illustrating the molecular compensatory mechanism that reduced susceptibility from oxidative damage. And these results further emphasized the important role of prostaglandins (PGs) in immune response mediated by arachidonic acid metabolism. In addition, this study explored the underlying molecular mechanism affected by B[a]P on sterol metabolism, which possibly posed a threat to normal reproductive functions in bivalves. Taken together, our findings filled the gap of the stage-dependent interference molecular mechanisms on lipid metabolism behind bivalves, and provided a new perspective for investigating the adaptive mechanisms of bivalves under POPs stress.


Assuntos
Benzo(a)pireno , Pectinidae , Animais , Benzo(a)pireno/toxicidade , Feminino , Perfilação da Expressão Gênica , Metabolismo dos Lipídeos , Pectinidae/genética , Reprodução
2.
Zhong Nan Da Xue Xue Bao Yi Xue Ban ; 45(9): 1053-1060, 2020.
Artigo em Inglês, Chinês | MEDLINE | ID: mdl-33051418

RESUMO

OBJECTIVES: Hepatocellular carcinoma (HCC) is one of the most common malignant tumors worldwide, especially in Asia and Africa. However, the underlying mechanism is still unclear. Consequently, it is important to explore its key genes and prognosis-related genes via bioinformatics. This study aimed to explore the molecular mechanism of HCC by using bioinformatics analysis for HCC gene chip data. METHODS: Microarray data of HCC genes were downloaded from public GEO database and screened for differentially expressed genes (DEGs) by GEO2R analysis. Then DAVID online tool was used for GO annotation and KEGG pathway enrichment analysis. STRING-DB online database and Cytoscape software were used for protein interaction network analysis.GEPIA and Ualcan were applied to evaluate prognosis and promoter methylation level. RESULTS: A total of 87 DEGs of HCC were screened, of which 15 genes were up-regulated and 72 genes were down-regulated. GO annotation indicated that most of the genes were involved in oxidation reduction,cellular amino acid derivative metabolic process, carboxylic acid catabolic process, and response to wounding. KEGG pathways were enriched in linoleic acid metabolism, retinol metabolism, complement and coagulation cascades,steroid hormone biosynthesis, drug metabolism, and other pathways. Two key modules and key genes AURKA and SPP2 were obtained by protein interaction network analysis. Prognostic analysis showed that the 2 genes were significantly correlated with the total survival time of patients with HCC. There was no significant difference in the methylation level of AURKA promoter between the primary tumor group and the normal group (P=0.296) and the methylation level of SPP2 promoter was significantly lower in the primary tumor group than that in the normal group (P<0.001). CONCLUSIONS: HCC-relevant AURKA and SPP2 are obtained via bioinformatics analysis, which are closely related to the prognosis of patients with HCC. Gene promoter methylation is not the main factor for AURKA and SPP2 expression levels.


Assuntos
Carcinoma Hepatocelular , Neoplasias Hepáticas , Carcinoma Hepatocelular/genética , Biologia Computacional , Perfilação da Expressão Gênica , Regulação Neoplásica da Expressão Gênica , Redes Reguladoras de Genes , Humanos , Neoplasias Hepáticas/genética , Análise de Sequência com Séries de Oligonucleotídeos , Fosfoproteínas
3.
Medicine (Baltimore) ; 99(41): e22549, 2020 Oct 09.
Artigo em Inglês | MEDLINE | ID: mdl-33031300

RESUMO

BACKGROUND: Epithelial ovarian cancer (EOC) has been classified into four molecular subtypes, of which the mesenchymal subtype has the poorest survival. Our goal is to develop an immune-based prognostic signature by incorporating molecular subtypes for EOC patients. METHODS: The gene expression profiles of EOC samples were collected from seven public datasets as well as an internal retrospective validation cohort, containing 1192 EOC patients. Network analysis was applied to integrate the mesenchymal modalities and immune signature to establish an immune-based prognostic signature for EOC (IPSEOC). The signature was trained and validated in eight independent datasets. RESULTS: Seven immune genes were identified as key regulators of the mesenchymal subtype and were used to construct the IPSEOC. The IPSEOC significantly divided patients into high- and low-risk groups in discovery (OS: P < .0001), 6 independent public validation sets (OS: P = .04 to P = .002), and an internal retrospective validation cohort (OS: P = .025). Furthermore, pathway analysis revealed that differences between risk groups were mainly activation of mesenchymal-related signalling. Moreover, a significant correlation existed between the IPSEOC values versus clinical phenotypes including late tumor stages, drug resistance. CONCLUSION: We propose an immune-based signature, which is a promising prognostic biomarker in ovarian cancer. Prospective studies are needed to further validate its analytical accuracy and test the clinical utility.


Assuntos
Carcinoma Epitelial do Ovário/genética , Carcinoma Epitelial do Ovário/imunologia , Transição Epitelial-Mesenquimal/genética , Transição Epitelial-Mesenquimal/imunologia , Adulto , Idoso , Idoso de 80 Anos ou mais , China , Feminino , Perfilação da Expressão Gênica , Regulação Neoplásica da Expressão Gênica , Humanos , Pessoa de Meia-Idade , Fenótipo , Prognóstico , Estudos Retrospectivos
4.
Nat Commun ; 11(1): 4964, 2020 10 02.
Artigo em Inglês | MEDLINE | ID: mdl-33009394

RESUMO

Thrombosis leads to platelet activation and subsequent degradation; therefore, replenishment of platelets from hematopoietic stem/progenitor cells (HSPCs) is needed to maintain the physiological level of circulating platelets. Platelet-derived microparticles (PMPs) are protein- and RNA-containing vesicles released from activated platelets. We hypothesized that factors carried by PMPs might influence the production of platelets from HSPCs, in a positive feedback fashion. Here we show that, during mouse acute liver injury, the density of megakaryocyte in the bone marrow increases following an increase in circulating PMPs, but without thrombopoietin (TPO) upregulation. In vitro, PMPs are internalized by HSPCs and drive them toward a megakaryocytic fate. Mechanistically, miR-1915-3p, a miRNA highly enriched in PMPs, is transported to target cells and suppresses the expression levels of Rho GTPase family member B, thereby inducing megakaryopoiesis. In addition, direct injection of PMPs into irradiated mice increases the number of megakaryocytes and platelets without affecting TPO levels. In conclusion, our data reveal that PMPs have a role in promoting megakaryocytic differentiation and platelet production.


Assuntos
Plaquetas/metabolismo , Diferenciação Celular , Micropartículas Derivadas de Células/metabolismo , Megacariócitos/citologia , MicroRNAs/metabolismo , Animais , Sequência de Bases , Linhagem Celular , Endocitose , Perfilação da Expressão Gênica , Humanos , Fígado/lesões , Fígado/patologia , Masculino , Megacariócitos/metabolismo , Camundongos Endogâmicos C57BL , Camundongos Transgênicos , MicroRNAs/genética , Poliploidia , Proteína rhoB de Ligação ao GTP/metabolismo
5.
Zhongguo Zhong Yao Za Zhi ; 45(16): 3837-3843, 2020 Aug.
Artigo em Chinês | MEDLINE | ID: mdl-32893578

RESUMO

We used exogenous GA_3 to break the seed dormancy of Thesium chinense. We used high-throughput sequencing technology was used to sequence the transcriptome of dormant seed embryos and dormancy breaking seed embryos of Th. chinense, and the data was analyzed bioinformatically and systematically. The results showed that exogenous GA_3 could effectively break the seed dormancy of Th. chinense; 73 794 up-regulated genes and 42 776 down regulated genes were obtained by transcriptome sequencing; 116 570 diffe-rential genes were annotated by GO function to GO items such as metabolism process, cell process, cell, cell component, binding and catalytic activity. A total of 133 metabolic pathways were found by Pathway analysis of 26 508 differentially expressed genes. In the process of dormancy release, DEGs were mainly enriched in translation, carbohydrate metabolism, folding, classification, degradation and amino acid metabolism. Based on the annotation results in KEGG database, 20 metabolic pathways related to dormancy release were found. Dormancy release of Th. chinense seeds is a complex biological process, including cell morphology construction, secondary metabolite synthesis, sugar metabolism and plant signal transduction, among which plant hormone signal transduction is one of the key factors to regulate dormancy release. The results of qRT-PCR showed that the sequencing results were consistent with the actual results.


Assuntos
Dormência de Plantas , Santalaceae , Perfilação da Expressão Gênica , Regulação da Expressão Gênica de Plantas , Reguladores de Crescimento de Planta , Sementes , Transcriptoma
6.
Redox Biol ; 36: 101615, 2020 09.
Artigo em Inglês | MEDLINE | ID: mdl-32863223

RESUMO

Coronavirus disease 2019 (COVID-19) is caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) and has resulted in hundreds of thousands of deaths worldwide. While the majority of people with COVID-19 won't require hospitalization, those who do may experience severe life-threatening complications, including acute respiratory distress syndrome. SARS-CoV-2 infects human cells by binding to the cellular surface protein angiotensin-converting enzyme 2 (ACE2); in addition, the cellular transmembrane serine protease 2 (TMPRSS2) is needed for priming of the spike (S) protein of the virus. Virus entry may also depend on the activity of the endosomal/lysosomal cysteine proteases cathepsin B, L (CTSB, CTSL) although their activity is likely dispensable. Given that the uncertainty of how COVID-19 kills, hampers doctors' ability to choose treatments the need for a deep understanding of COVID-19 biology is urgent. Herein, we performed an expression profiling meta-analysis of ACE2, TMPRSS2 and CTSB/L genes (and proteins) in public repository databases and found that all are widely expressed in human tissues; also, the ACE2 and TMPRSS2 genes tend to be co-regulated. The ACE2 and TMPRSS genes expression is (among others) suppressed by TNF, and is induced by pro-inflammatory conditions including obesity, Barrett's esophagus, stomach infection by helicobacter pylori, diabetes, autoimmune diseases and oxidized LDL; by exercise, as well as by growth factors, viruses' infections, cigarette smoke, interferons and androgens. Regarding currently investigated therapies interferon-beta induced ACE2 gene expression in bronchial epithelial cells, while chloroquine tends to upregulate CTSB/L genes. Finally, we analyzed KEGG pathways modulated by ACE2, TMPRSS2 and CTSB/L and probed DrugBank for drugs that target modules of the affected pathways. Our data indicate possible novel high-risk groups for COVID-19; provide a rich resource for future investigations of its pathogenesis and highlight the therapeutic challenges we face.


Assuntos
Betacoronavirus/fisiologia , Peptidil Dipeptidase A/genética , Serina Endopeptidases/genética , Inibidores da Enzima Conversora de Angiotensina/farmacologia , Catepsinas/genética , Catepsinas/metabolismo , Perfilação da Expressão Gênica , Humanos , Mucosa Intestinal/metabolismo , Rim/metabolismo , Peptidil Dipeptidase A/metabolismo , Mucosa Respiratória/metabolismo , Serina Endopeptidases/metabolismo , Inibidores de Serino Proteinase/farmacologia , Internalização do Vírus/efeitos dos fármacos
7.
PLoS One ; 15(8): e0231125, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32866172

RESUMO

Korean peninsula weather is rapidly becoming subtropical due to global warming. In summer 2018, South Korea experienced the highest temperatures since the meteorological observations recorded in 1907. Heat stress has a negative effect on Holstein cows, the most popular breed of dairy cattle in South Korea, which is susceptible to heat. To examine physiological changes in dairy cows under heat stress conditions, we analyzed the profiles circulating microRNAs isolated from whole blood samples collected under heat stress and non-heat stress conditions using small RNA sequencing. We compared the expression profiles in lactating cows under heat stress and non-heat stress conditions to understand the regulation of biological processes in heat-stressed cows. Moreover, we measured several heat stress indicators, such as rectal temperature, milk yield, and average daily gain. All these assessments showed that pregnant cows were more susceptible to heat stress than non-pregnant cows. In addition, we found the differential expression of 11 miRNAs (bta-miR-19a, bta-miR-19b, bta-miR-30a-5p, and several from the bta-miR-2284 family) in both pregnant and non-pregnant cows under heat stress conditions. In target gene prediction and gene set enrichment analysis, these miRNAs were found to be associated with the cytoskeleton, cell junction, vasculogenesis, cell proliferation, ATP synthesis, oxidative stress, and immune responses involved in heat response. These miRNAs can be used as potential biomarkers for heat stress.


Assuntos
MicroRNA Circulante/genética , Resposta ao Choque Térmico/genética , Lactação/genética , Animais , Cruzamento , Bovinos , Doenças dos Bovinos/genética , Feminino , Perfilação da Expressão Gênica/métodos , Transtornos de Estresse por Calor/sangue , Temperatura Alta , MicroRNAs/genética , Leite/metabolismo , Gravidez , RNA Circular/genética , República da Coreia , Estações do Ano , Análise de Sequência de RNA/métodos
8.
PLoS One ; 15(8): e0232994, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32866155

RESUMO

Transposable elements (TEs) are mobile genetic elements in eukaryotic genomes. Recent research highlights the important role of TEs in the embryogenesis, neurodevelopment, and immune functions. However, there is a lack of a one-stop and easy to use computational pipeline for expression analysis of both genes and locus-specific TEs from RNA-Seq data. Here, we present GeneTEFlow, a fully automated, reproducible and platform-independent workflow, for the comprehensive analysis of gene and locus-specific TEs expression from RNA-Seq data employing Nextflow and Docker technologies. This application will help researchers more easily perform integrated analysis of both gene and TEs expression, leading to a better understanding of roles of gene and TEs regulation in human diseases. GeneTEFlow is freely available at https://github.com/zhongw2/GeneTEFlow.


Assuntos
Elementos de DNA Transponíveis , RNA-Seq/estatística & dados numéricos , Software , Biologia Computacional , Bases de Dados de Ácidos Nucleicos/estatística & dados numéricos , Perfilação da Expressão Gênica/estatística & dados numéricos , Genoma Humano , Humanos , Fluxo de Trabalho
9.
PLoS One ; 15(8): e0236226, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32866160

RESUMO

Amine oxidases (AOs) including copper containing amine oxidases (CuAOs) and FAD-dependent polyamine oxidases (PAOs) are associated with polyamine catabolism in the peroxisome, apoplast and cytoplasm and play an essential role in growth and developmental processes and response to biotic and abiotic stresses. Here, we identified PAO genes in common wheat (Triticum aestivum), T. urartu and Aegilops tauschii and reported the genome organization, evolutionary features and expression profiles of the wheat PAO genes (TaPAO). Expression analysis using publicly available RNASeq data showed that TaPAO genes are expressed redundantly in various tissues and developmental stages. A large percentage of TaPAOs respond significantly to abiotic stresses, especially temperature (i.e. heat and cold stress). Some TaPAOs were also involved in response to other stresses such as powdery mildew, stripe rust and Fusarium infection. Overall, TaPAOs may have various functions in stress tolerances responses, and play vital roles in different tissues and developmental stages. Our results provided a reference for further functional investigation of TaPAO proteins.


Assuntos
Resposta ao Choque Frio/genética , Oxirredutases atuantes sobre Doadores de Grupo CH-NH/genética , Proteínas de Plantas/genética , Termotolerância/genética , Triticum/genética , Aegilops/enzimologia , Aegilops/genética , Processamento Alternativo , Sequência de Aminoácidos , Conjuntos de Dados como Assunto , Evolução Molecular , Perfilação da Expressão Gênica , Regulação da Expressão Gênica no Desenvolvimento , Regulação da Expressão Gênica de Plantas , Genes de Plantas , Genoma de Planta , Estudo de Associação Genômica Ampla , Cadeias de Markov , Modelos Genéticos , Peso Molecular , Família Multigênica , Oxirredutases atuantes sobre Doadores de Grupo CH-NH/química , Oxirredutases atuantes sobre Doadores de Grupo CH-NH/metabolismo , Filogenia , Proteínas de Plantas/química , Proteínas de Plantas/metabolismo , Domínios Proteicos/genética , RNA-Seq , Alinhamento de Sequência , Triticum/enzimologia
10.
PLoS One ; 15(8): e0236186, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32866164

RESUMO

AIM: To establish a gene co-expression network for identifying principal modules and hub genes that are associated with drought resistance mechanisms, analyzing their mechanisms, and exploring candidate genes. METHODS AND FINDINGS: 42 data sets including PRJNA380841 and PRJNA369686 were used to construct the co-expression network through weighted gene co-expression network analysis (WGCNA). A total of 1,896,897,901 (284.30 Gb) clean reads and 35,021 differentially expressed genes (DEGs) were obtained from 42 samples. Functional enrichment analysis indicated that photosynthesis, DNA replication, glycolysis/gluconeogenesis, starch and sucrose metabolism, arginine and proline metabolism, and cell cycle were significantly influenced by drought stress. Furthermore, the DEGs with similar expression patterns, detected by K-means clustering, were grouped into 29 clusters. Genes involved in the modules, such as dark turquoise, yellow, and brown, were found to be appreciably linked with drought resistance. Twelve central, greatly correlated genes in stage-specific modules were subsequently confirmed and validated at the transcription levels, including TraesCS7D01G417600.1 (PP2C), TraesCS5B01G565300.1 (ERF), TraesCS4A01G068200.1 (HSP), TraesCS2D01G033200.1 (HSP90), TraesCS6B01G425300.1 (RBD), TraesCS7A01G499200.1 (P450), TraesCS4A01G118400.1 (MYB), TraesCS2B01G415500.1 (STK), TraesCS1A01G129300.1 (MYB), TraesCS2D01G326900.1 (ALDH), TraesCS3D01G227400.1 (WRKY), and TraesCS3B01G144800.1 (GT). CONCLUSIONS: Analyzing the response of wheat to drought stress during different growth stages, we have detected three modules and 12 hub genes that are associated with drought resistance mechanisms, and five of those genes are newly identified for drought resistance. The references provided by these modules will promote the understanding of the drought-resistance mechanism. In addition, the candidate genes can be used as a basis of transgenic or molecular marker-assisted selection for improving the drought resistance and increasing the yields of wheat.


Assuntos
Aclimatação/genética , Regulação da Expressão Gênica de Plantas , Redes Reguladoras de Genes , Estresse Fisiológico/genética , Triticum/genética , China , Análise por Conglomerados , Conjuntos de Dados como Assunto , Secas , Perfilação da Expressão Gênica , Genes de Plantas , Melhoramento Vegetal/métodos , RNA-Seq , Seleção Genética
11.
Medicine (Baltimore) ; 99(33): e21706, 2020 Aug 14.
Artigo em Inglês | MEDLINE | ID: mdl-32872046

RESUMO

MicroRNAs (miRNAs) have been suggested to act critical roles in the pathophysiology of traumatic osteonecrosis of the femoral head (TONFH). Unfortunately, their roles in the development of TONFH are still ambiguous. The purpose of this study is to identify promising miRNA biomarkers in traumatic osteonecrosis development.We conducted a comprehensive bioinformatics analysis using microarray datasets downloaded from the Gene Expression Omnibus database, and compared the expression of miRNAs in the serum of TONFH patients with controls. Next, we performed target prediction, function enrichment analysis, and protein-protein interaction network analysis based on differentially expressed (DE) miRNAs.We identified 26 DE miRNAs that may contribute to the pathophysiology of TONFH. The miRNAs were linked to ubiquitin proteasome system including conjugating protein ligase activity, ubiquitin-protein ligase activity and ubiquitin mediated proteolysis 5 pathway, and we exposed miR-181a-5p and miR-140-5p as promising biomarkers in TONFH.A predicting model consisting of 5 miRNAs may help discriminating high-risk patients who might develop TONFH after femur neck fracture. Among DE miRNAs, MiR-181a-5p and miR-140-5p may contribute to the development femoral head osteonecrosis after femur neck fracture via ubiquitin proteasome system.


Assuntos
Fraturas do Colo Femoral/genética , Necrose da Cabeça do Fêmur/genética , MicroRNAs/análise , Ubiquitina/genética , Biomarcadores/metabolismo , Biologia Computacional , Feminino , Fraturas do Colo Femoral/cirurgia , Perfilação da Expressão Gênica , Humanos , Masculino , MicroRNAs/genética
12.
Nat Commun ; 11(1): 4383, 2020 09 01.
Artigo em Inglês | MEDLINE | ID: mdl-32873799

RESUMO

Mongolia has the highest incidence of hepatocellular carcinoma (HCC) in the world, but its causative factors and underlying tumor biology remain unknown. Here, we describe molecular characteristics of HCC from 76 Mongolian patients by whole-exome and transcriptome sequencing. We present a comprehensive analysis of mutational signatures, driver genes, and molecular subtypes of Mongolian HCC compared to 373 HCC patients of different races and ethnicities and diverse etiologies. Mongolian HCC consists of prognostic molecular subtypes similar to those found in patients from other areas of Asia, Europe, and North America, as well as other unique subtypes, suggesting the presence of distinct etiologies linked to Mongolian patients. In addition to common driver mutations (TP53, CTNNB1) frequently found in pan-cancer analysis, Mongolian HCC exhibits unique drivers (most notably GTF2IRD2B, PNRC2, and SPTA1), the latter of which is associated with hepatitis D viral infection. These results suggest the existence of new molecular mechanisms at play in Mongolian hepatocarcinogenesis.


Assuntos
Biomarcadores Tumorais/genética , Carcinoma Hepatocelular/genética , Regulação Neoplásica da Expressão Gênica , Hepatite D/genética , Neoplasias Hepáticas/genética , Idoso , Carcinogênese/genética , Carcinoma Hepatocelular/epidemiologia , Carcinoma Hepatocelular/cirurgia , Carcinoma Hepatocelular/virologia , Análise Mutacional de DNA , Feminino , Perfilação da Expressão Gênica , Hepatectomia , Hepatite D/epidemiologia , Hepatite D/cirurgia , Hepatite D/virologia , Vírus Delta da Hepatite/isolamento & purificação , Humanos , Incidência , Fígado/patologia , Fígado/cirurgia , Fígado/virologia , Neoplasias Hepáticas/epidemiologia , Neoplasias Hepáticas/cirurgia , Neoplasias Hepáticas/virologia , Masculino , Pessoa de Meia-Idade , Mongólia/epidemiologia , Mutação , Prognóstico , Sequenciamento Completo do Exoma
13.
Nat Commun ; 11(1): 4391, 2020 09 01.
Artigo em Inglês | MEDLINE | ID: mdl-32873806

RESUMO

Deep learning with Convolutional Neural Networks has shown great promise in image-based classification and enhancement but is often unsuitable for predictive modeling using features without spatial correlations. We present a feature representation approach termed REFINED (REpresentation of Features as Images with NEighborhood Dependencies) to arrange high-dimensional vectors in a compact image form conducible for CNN-based deep learning. We consider the similarities between features to generate a concise feature map in the form of a two-dimensional image by minimizing the pairwise distance values following a Bayesian Metric Multidimensional Scaling Approach. We hypothesize that this approach enables embedded feature extraction and, integrated with CNN-based deep learning, can boost the predictive accuracy. We illustrate the superior predictive capabilities of the proposed framework as compared to state-of-the-art methodologies in drug sensitivity prediction scenarios using synthetic datasets, drug chemical descriptors as predictors from NCI60, and both transcriptomic information and drug descriptors as predictors from GDSC.


Assuntos
Antineoplásicos/farmacologia , Aprendizado Profundo , Processamento de Imagem Assistida por Computador/métodos , Neoplasias/tratamento farmacológico , Antineoplásicos/uso terapêutico , Teorema de Bayes , Biomarcadores Tumorais/genética , Linhagem Celular Tumoral , Proliferação de Células/efeitos dos fármacos , Conjuntos de Dados como Assunto , Resistencia a Medicamentos Antineoplásicos , Ensaios de Seleção de Medicamentos Antitumorais/métodos , Perfilação da Expressão Gênica , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Neoplasias/patologia , Análise de Sequência com Séries de Oligonucleotídeos
14.
Anticancer Res ; 40(9): 4875-4883, 2020 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-32878775

RESUMO

BACKGROUND/AIM: Some reports showed encouraging efficacy of immune checkpoint inhibitors among patients who experienced immune-related adverse events (irAEs). Thus, characterization of T-cell repertoire and immune signatures in peripheral blood mononuclear cells (PBMCs) and tumors before and after immune checkpoint inhibitors treatment should contribute to better understanding of irAE-provoked anticancer immune responses. MATERIALS AND METHODS: We applied expression analysis of immune-related genes and T-cell receptor sequencing in tumor and PBMCs from five patients with renal cell carcinoma before combined immunotherapy and at the onset of severe irAEs. RESULTS: We found that the cluster of differentiation 8 (CD8)/forkhead box P3(FOXP3), granzyme B(GZMB)/CD3, perforin 1(PRF1)/CD3 and programmed cell death 1(PD1)/CD8 expression ratios were significantly elevated in PBMCs at the onset of irAEs. In addition, we found expansion of certain T-cell clones in metastatic tissue after irAEs, which were already increased in peripheral blood at the onset of irAEs. CONCLUSION: irAE-provoked T-cells may also circulate and attack distant tumors, leading to durable response in patients with irAEs.


Assuntos
Carcinoma de Células Renais/imunologia , Carcinoma de Células Renais/terapia , Imunoterapia/efeitos adversos , Neoplasias Renais/imunologia , Neoplasias Renais/terapia , Idoso , Antineoplásicos Imunológicos/efeitos adversos , Efeitos Colaterais e Reações Adversas Relacionados a Medicamentos/imunologia , Feminino , Perfilação da Expressão Gênica , Genes Codificadores dos Receptores de Linfócitos T/genética , Humanos , Leucócitos Mononucleares/metabolismo , Masculino , Pessoa de Meia-Idade , Subpopulações de Linfócitos T/imunologia , Linfócitos T/imunologia
15.
Nat Commun ; 11(1): 4653, 2020 09 16.
Artigo em Inglês | MEDLINE | ID: mdl-32938923

RESUMO

Cancer cells demand excess nutrients to support their proliferation, but how tumours exploit extracellular amino acids during systemic metabolic perturbations remain incompletely understood. Here, we use a Drosophila model of high-sugar diet (HSD)-enhanced tumourigenesis to uncover a systemic host-tumour metabolic circuit that supports tumour growth. We demonstrate coordinate induction of systemic muscle wasting with tumour-autonomous Yorkie-mediated SLC36-family amino acid transporter expression as a proline-scavenging programme to drive tumourigenesis. We identify Indole-3-propionic acid as an optimal amino acid derivative to rationally target the proline-dependency of tumour growth. Insights from this whole-animal Drosophila model provide a powerful approach towards the identification and therapeutic exploitation of the amino acid vulnerabilities of tumourigenesis in the context of a perturbed systemic metabolic network.


Assuntos
Açúcares da Dieta/efeitos adversos , Músculo Esquelético/efeitos dos fármacos , Músculo Esquelético/fisiopatologia , Neoplasias Experimentais/fisiopatologia , Prolina/metabolismo , Sistemas de Transporte de Aminoácidos/genética , Sistemas de Transporte de Aminoácidos/metabolismo , Animais , Animais Geneticamente Modificados , Carcinogênese , Proteínas de Drosophila/genética , Proteínas de Drosophila/metabolismo , Drosophila melanogaster/genética , Drosophila melanogaster/metabolismo , Fatores de Crescimento de Fibroblastos/genética , Fatores de Crescimento de Fibroblastos/metabolismo , Perfilação da Expressão Gênica , Hemolinfa/efeitos dos fármacos , Hemolinfa/metabolismo , Larva , Debilidade Muscular/induzido quimicamente , Debilidade Muscular/patologia , Atrofia Muscular/induzido quimicamente , Atrofia Muscular/patologia , Neoplasias Experimentais/etiologia , Proteínas Nucleares/genética , Receptores Proteína Tirosina Quinases/metabolismo , Transativadores/genética , Proteínas ras/genética
16.
Nat Commun ; 11(1): 4629, 2020 09 15.
Artigo em Inglês | MEDLINE | ID: mdl-32934208

RESUMO

Cancer therapy is currently shifting from broadly used cytotoxic drugs to patient-specific precision therapies. Druggable driver oncogenes, identified by molecular analyses, are present in only a subset of patients. Functional profiling of primary tumor cells could circumvent these limitations, but suitable platforms are unavailable for most cancer entities. Here, we describe an in vitro drug profiling platform for rhabdomyosarcoma (RMS), using a living biobank composed of twenty RMS patient-derived xenografts (PDX) for high-throughput drug testing. Optimized in vitro conditions preserve phenotypic and molecular characteristics of primary PDX cells and are compatible with propagation of cells directly isolated from patient tumors. Besides a heterogeneous spectrum of responses of largely patient-specific vulnerabilities, profiling with a large drug library reveals a strong sensitivity towards AKT inhibitors in a subgroup of RMS. Overall, our study highlights the feasibility of in vitro drug profiling of primary RMS for patient-specific treatment selection in a co-clinical setting.


Assuntos
Antineoplásicos/farmacologia , Ensaios de Seleção de Medicamentos Antitumorais/métodos , Proteínas Proto-Oncogênicas c-akt/antagonistas & inibidores , Rabdomiossarcoma/metabolismo , Animais , Bancos de Espécimes Biológicos , Perfilação da Expressão Gênica , Humanos , Fenótipo , Inibidores de Proteínas Quinases , Proteínas Proto-Oncogênicas c-akt/genética , Proteínas Proto-Oncogênicas c-akt/metabolismo , Rabdomiossarcoma/tratamento farmacológico , Rabdomiossarcoma/genética , Células Tumorais Cultivadas/efeitos dos fármacos , Ensaios Antitumorais Modelo de Xenoenxerto
17.
Medicine (Baltimore) ; 99(38): e22261, 2020 Sep 18.
Artigo em Inglês | MEDLINE | ID: mdl-32957376

RESUMO

Pancreatic cancer (PC) is one of the major causes of cancer mortality in developed countries. Therefore, there is an urgent need to derive biomarkers for early diagnosis of PC patients at high risk.This study was designed to identify a panel of miRNAs that might serve as biomarkers for the early diagnosis of PC.The data containing both PC and control samples were extracted from the Gene Expression Omnibus (GEO) database. EdgeR was applied to identify the differentially expressed miRNAs and genes between PC patients and healthy controls. Then a miRNA-mRNA network was constructed based on the differentially expressed miRNAs and genes. The miRNAs-based biomarker for PC was finally constructed by random forest. Finally, AUC was used to evaluate the performance of miRNAs to classify PC and control samples.A total of 33 differentially expressed miRNAs, 753 differentially expressed genes, and 8 miRNAs (hsa-mir-139, hsa-mir-31, hsa-mir-196b, hsa-mir-221, hsa-mir-203b, hsa-mir-215, hsa-mir-144, and hsa-mir-4433b) that play important roles in PC were identified. The target genes of these miRNAs were found to be mainly enriched in negative regulation of acute inflammatory response cell-substrate responses, and o-glycan processing pathways. The constructed biomarkers based on these 8 miRNAs could distinguish samples coming from PC and healthy controls.We identified a panel of eight-miRNAs that would serve as early diagnostic biomarkers for PC patients.


Assuntos
Biomarcadores Tumorais/genética , Detecção Precoce de Câncer , MicroRNAs/genética , Neoplasias Pancreáticas/diagnóstico , Neoplasias Pancreáticas/genética , Perfilação da Expressão Gênica , Humanos , Prognóstico , RNA Mensageiro/genética
18.
Nat Commun ; 11(1): 4483, 2020 09 08.
Artigo em Inglês | MEDLINE | ID: mdl-32900993

RESUMO

The Drosophila lymph gland, the larval hematopoietic organ comprised of prohemocytes and mature hemocytes, has been a valuable model for understanding mechanisms underlying hematopoiesis and immunity. Three types of mature hemocytes have been characterized in the lymph gland: plasmatocytes, lamellocytes, and crystal cells, which are analogous to vertebrate myeloid cells, yet molecular underpinnings of the lymph gland hemocytes have been less investigated. Here, we use single-cell RNA sequencing to comprehensively analyze heterogeneity of developing hemocytes in the lymph gland, and discover previously undescribed hemocyte types including adipohemocytes, stem-like prohemocytes, and intermediate prohemocytes. Additionally, we identify the developmental trajectory of hemocytes during normal development as well as the emergence of the lamellocyte lineage following active cellular immunity caused by wasp infestation. Finally, we establish similarities and differences between embryonically derived- and larval lymph gland hemocytes. Altogether, our study provides detailed insights into the hemocyte development and cellular immune responses at single-cell resolution.


Assuntos
Drosophila melanogaster/citologia , Drosophila melanogaster/genética , Hemócitos/citologia , Hemócitos/metabolismo , Transcriptoma , Animais , Animais Geneticamente Modificados , Diferenciação Celular/genética , Linhagem da Célula/genética , Drosophila melanogaster/metabolismo , Ectoparasitoses/genética , Ectoparasitoses/metabolismo , Ectoparasitoses/patologia , Perfilação da Expressão Gênica , Hematopoese/genética , Interações Hospedeiro-Parasita/genética , Interações Hospedeiro-Parasita/fisiologia , Tecido Linfoide/citologia , Tecido Linfoide/metabolismo , Tecido Linfoide/parasitologia , RNA-Seq , Análise de Célula Única , Vespas/patogenicidade
19.
Cell Rep ; 32(12): 108175, 2020 09 22.
Artigo em Inglês | MEDLINE | ID: mdl-32946807

RESUMO

To predict the tropism of human coronaviruses, we profile 28 SARS-CoV-2 and coronavirus-associated receptors and factors (SCARFs) using single-cell transcriptomics across various healthy human tissues. SCARFs include cellular factors both facilitating and restricting viral entry. Intestinal goblet cells, enterocytes, and kidney proximal tubule cells appear highly permissive to SARS-CoV-2, consistent with clinical data. Our analysis also predicts non-canonical entry paths for lung and brain infections. Spermatogonial cells and prostate endocrine cells also appear to be permissive to SARS-CoV-2 infection, suggesting male-specific vulnerabilities. Both pro- and anti-viral factors are highly expressed within the nasal epithelium, with potential age-dependent variation, predicting an important battleground for coronavirus infection. Our analysis also suggests that early embryonic and placental development are at moderate risk of infection. Lastly, SCARF expression appears broadly conserved across a subset of primate organs examined. Our study establishes a resource for investigations of coronavirus biology and pathology.


Assuntos
Infecções por Coronavirus/patologia , Mucosa Nasal/metabolismo , Pneumonia Viral/patologia , Receptores Virais/genética , Tropismo Viral/genética , Internalização do Vírus , Células A549 , Animais , Betacoronavirus/crescimento & desenvolvimento , Linhagem Celular , Chlorocebus aethiops , Enterócitos/metabolismo , Perfilação da Expressão Gênica , Células Caliciformes/metabolismo , Células HEK293 , Humanos , Túbulos Renais Proximais/citologia , Túbulos Renais Proximais/metabolismo , Mucosa Nasal/virologia , Pandemias , Peptidil Dipeptidase A/genética , Peptidil Dipeptidase A/metabolismo , Serina Endopeptidases/genética , Serina Endopeptidases/metabolismo , Análise de Célula Única , Células Vero
20.
PLoS Negl Trop Dis ; 14(8): e0008660, 2020 08.
Artigo em Inglês | MEDLINE | ID: mdl-32866199

RESUMO

Aedes mosquitoes can transmit dengue and several other severe vector-borne viral diseases, thereby influencing millions of people worldwide. Insects primarily control and clear the viral infections via their innate immune systems. Mitogen-Activated Protein Kinases (MAPKs) and antimicrobial peptides (AMPs) are both evolutionarily conserved components of the innate immune systems. In this study, we investigated the role of MAPKs in Aedes mosquitoes following DENV infection by using genetic and pharmacological approaches. We demonstrated that knockdown of ERK, but not of JNK or p38, significantly enhances the viral replication in Aedes mosquito cells. The Ras/ERK signaling is activated in both the cells and midguts of Aedes mosquitoes following DENV infection, and thus plays a role in restricting the viral infection, as both genetic and pharmacological activation of the Ras/ERK pathway significantly decreases the viral titers. In contrast, inhibition of the Ras/ERK pathway enhances DENV infection. In addition, we identified a signaling crosstalk between the Ras/ERK pathway and DENV-induced AMPs in which defensin C participates in restricting DENV infection in Aedes mosquitoes. Our results reveal that the Ras/ERK signaling pathway couples AMPs to mediate the resistance of Aedes mosquitoes to DENV infection, which provides a new insight into understanding the crosstalk between MAPKs and AMPs in the innate immunity of mosquito vectors during the viral infection.


Assuntos
Aedes/virologia , Peptídeos Catiônicos Antimicrobianos/farmacologia , Vírus da Dengue/imunologia , Quinases de Proteína Quinase Ativadas por Mitógeno/farmacologia , Mosquitos Vetores/efeitos dos fármacos , Transdução de Sinais/efeitos dos fármacos , Animais , Anti-Infecciosos/farmacologia , Linhagem Celular , Sistema Digestório/virologia , Feminino , Perfilação da Expressão Gênica , Técnicas de Silenciamento de Genes , Imunidade Inata , Quinases de Proteína Quinase Ativadas por Mitógeno/genética , Quinases de Proteína Quinase Ativadas por Mitógeno/metabolismo , Mosquitos Vetores/virologia , Carga Viral , Replicação Viral/efeitos dos fármacos
SELEÇÃO DE REFERÊNCIAS
DETALHE DA PESQUISA