RESUMO
Crucial transitions in cancer-including tumor initiation, local expansion, metastasis, and therapeutic resistance-involve complex interactions between cells within the dynamic tumor ecosystem. Transformative single-cell genomics technologies and spatial multiplex in situ methods now provide an opportunity to interrogate this complexity at unprecedented resolution. The Human Tumor Atlas Network (HTAN), part of the National Cancer Institute (NCI) Cancer Moonshot Initiative, will establish a clinical, experimental, computational, and organizational framework to generate informative and accessible three-dimensional atlases of cancer transitions for a diverse set of tumor types. This effort complements both ongoing efforts to map healthy organs and previous large-scale cancer genomics approaches focused on bulk sequencing at a single point in time. Generating single-cell, multiparametric, longitudinal atlases and integrating them with clinical outcomes should help identify novel predictive biomarkers and features as well as therapeutically relevant cell types, cell states, and cellular interactions across transitions. The resulting tumor atlases should have a profound impact on our understanding of cancer biology and have the potential to improve cancer detection, prevention, and therapeutic discovery for better precision-medicine treatments of cancer patients and those at risk for cancer.
Assuntos
Transformação Celular Neoplásica/metabolismo , Neoplasias/metabolismo , Microambiente Tumoral/fisiologia , Atlas como Assunto , Transformação Celular Neoplásica/patologia , Genômica/métodos , Humanos , Medicina de Precisão/métodos , Análise de Célula Única/métodosRESUMO
SUMMARY: MicroRNAs (miRNAs) function as master regulators of gene expression. Recent studies demonstrate that miRNA isoforms (isomiRs) play a unique role in cancer development. Here, we present QuagmiR, the first cloud-based tool to analyze isomiRs from next generation sequencing data. Using a novel and flexible searching algorithm designed for the detection and annotation of heterogeneous isomiRs, it permits extensive customization of the query process and reference databases to meet the user 's diverse research needs. AVAILABILITY AND IMPLEMENTATION: QuagmiR is written in Python and can be obtained freely from GitHub (https://github.com/Gu-Lab-RBL-NCI/QuagmiR). QuagmiR can be run from the command line on local machines, as well as on high-performance servers. A web-accessible version of the tool has also been made available for use by academic researchers through the National Cancer Institute-funded Seven Bridges Cancer Genomics Cloud (https://cancergenomicscloud.org). SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.
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Computação em Nuvem , Ciência de Dados , Genômica , Sequenciamento de Nucleotídeos em Larga Escala , MicroRNAs , SoftwareRESUMO
BACKGROUND: Quantifying the response of cell lines to drugs or other perturbagens is the cornerstone of pre-clinical drug development and pharmacogenomics as well as a means to study factors that contribute to sensitivity and resistance. In dividing cells, traditional metrics derived from dose-response curves such as IC 50 , AUC, and E max , are confounded by the number of cell divisions taking place during the assay, which varies widely for biological and experimental reasons. Hafner et al. (Nat Meth 13:521-627, 2016) recently proposed an alternative way to quantify drug response, normalized growth rate (GR) inhibition, that is robust to such confounders. Adoption of the GR method is expected to improve the reproducibility of dose-response assays and the reliability of pharmacogenomic associations (Hafner et al. 500-502, 2017). RESULTS: We describe here an interactive website ( www.grcalculator.org ) for calculation, analysis, and visualization of dose-response data using the GR approach and for comparison of GR and traditional metrics. Data can be user-supplied or derived from published datasets. The web tools are implemented in the form of three integrated Shiny applications (grcalculator, grbrowser, and grtutorial) deployed through a Shiny server. Intuitive graphical user interfaces (GUIs) allow for interactive analysis and visualization of data. The Shiny applications make use of two R packages (shinyLi and GRmetrics) specifically developed for this purpose. The GRmetrics R package is also available via Bioconductor and can be used for offline data analysis and visualization. Source code for the Shiny applications and associated packages (shinyLi and GRmetrics) can be accessed at www.github.com/uc-bd2k/grcalculator and www.github.com/datarail/gr_metrics . CONCLUSIONS: GRcalculator is a powerful, user-friendly, and free tool to facilitate analysis of dose-response data. It generates publication-ready figures and provides a unified platform for investigators to analyze dose-response data across diverse cell types and perturbagens (including drugs, biological ligands, RNAi, etc.). GRcalculator also provides access to data collected by the NIH LINCS Program ( http://www.lincsproject.org /) and other public domain datasets. The GRmetrics Bioconductor package provides computationally trained users with a platform for offline analysis of dose-response data and facilitates inclusion of GR metrics calculations within existing R analysis pipelines. These tools are therefore well suited to users in academia as well as industry.
Assuntos
Mineração de Dados/métodos , Relação Dose-Resposta a Droga , Software , Animais , Linhagem Celular , Humanos , Reprodutibilidade dos TestesRESUMO
The distribution and activities of morphogenic signaling proteins such as Hedgehog (Hh) and Wingless (Wg) depend on heparan sulfate proteoglycans (HSPGs). HSPGs consist of a core protein with covalently attached heparan sulfate glycosaminoglycan (GAG) chains. We report that the unmodified core protein of Dally-like (Dlp), an HSPG required for cell-autonomous Hh response in Drosophila embryos, alone suffices to rescue embryonic Hh signaling defects. Membrane tethering but not specifically the glycosylphosphatidylinositol linkage characteristic of glypicans is critical for this cell-autonomous activity. Our studies further suggest divergence of the two Drosophila and six mammalian glypicans into two functional families, an activating family that rescues cell-autonomous Dlp function in Hh response and a family that inhibits Hh response. Thus, in addition to the previously established requirement for HSPG GAG chains in Hh movement, these findings demonstrate a positive cell-autonomous role for a core protein in morphogen response in vivo and suggest the conservation of a network of antagonistic glypican activities in the regulation of Hh response.
Assuntos
Proteínas de Drosophila/metabolismo , Drosophila/metabolismo , Proteínas Hedgehog/metabolismo , Proteoglicanas/metabolismo , Sequência de Aminoácidos , Animais , Animais Geneticamente Modificados , Células COS , Linhagem Celular , Chlorocebus aethiops , Drosophila/embriologia , Drosophila/genética , Proteínas de Drosophila/química , Proteínas de Drosophila/genética , Genes de Insetos , Glicosaminoglicanos/química , Glipicanas/química , Glipicanas/genética , Glipicanas/metabolismo , Proteínas Hedgehog/química , Proteínas Hedgehog/genética , Ligantes , Mamíferos , Proteoglicanas/química , Proteoglicanas/genética , Interferência de RNA , Proteínas Recombinantes/química , Proteínas Recombinantes/genética , Proteínas Recombinantes/metabolismo , Transdução de SinaisRESUMO
OBJECTIVE: To assess the availability of essential health services in northern Liberia in 2008, five years after the end of the civil war. METHODS: We carried out a population-based household survey in rural Nimba county and a health facility survey in clinics and hospitals nearest to study villages. We evaluated access to facilities that provide index essential services: artemisinin combination therapy for malaria, integrated management of childhood illness, human immunodeficiency virus (HIV) counselling and testing, basic emergency obstetric care and treatment of mental illness. FINDINGS: Data were obtained from 1405 individuals (98% response rate) selected with a three-stage population-representative sampling method, and from 43 of Nimba county's 49 health facilities selected because of proximity to the study villages. Respondents travelled an average of 136 minutes to reach a health facility. All respondents could access malaria treatment at the nearest facility and 55.9% could access HIV testing. Only 26.8%, 14.5%, and 12.1% could access emergency obstetric care, integrated management of child illness and mental health services, respectively. CONCLUSION: Although there has been progress in providing basic services, rural Liberians still have limited access to life-saving health care. The reasons for the disparities in the services available to the population are technical and political. More frequently available services (HIV testing, malaria treatment) were less complex to implement and represented diseases favoured by bilateral and multilateral health sector donors. Systematic investments in the health system are required to ensure that health services respond to current and future health priorities.
Assuntos
Serviços de Saúde Comunitária/organização & administração , Acessibilidade aos Serviços de Saúde/organização & administração , Serviços de Saúde Rural/organização & administração , Adulto , Anti-Infecciosos/administração & dosagem , Anti-Infecciosos/provisão & distribuição , Artemisininas/administração & dosagem , Artemisininas/provisão & distribuição , Criança , Serviços de Saúde da Criança/provisão & distribuição , Serviços de Saúde Comunitária/provisão & distribuição , Parto Obstétrico/estatística & dados numéricos , Serviços Médicos de Emergência/provisão & distribuição , Feminino , Infecções por HIV/diagnóstico , Infecções por HIV/terapia , Pesquisas sobre Atenção à Saúde , Humanos , Libéria , Malária Falciparum/tratamento farmacológico , Masculino , Serviços de Saúde Materna/provisão & distribuição , Serviços de Saúde Mental/provisão & distribuição , Pessoa de Meia-Idade , Serviços de Saúde Rural/provisão & distribuição , Fatores de TempoRESUMO
Evidence that some high-impact biomedical results cannot be repeated has stimulated interest in practices that generate findable, accessible, interoperable, and reusable (FAIR) data. Multiple papers have identified specific examples of irreproducibility, but practical ways to make data more reproducible have not been widely studied. Here, five research centers in the NIH LINCS Program Consortium investigate the reproducibility of a prototypical perturbational assay: quantifying the responsiveness of cultured cells to anti-cancer drugs. Such assays are important for drug development, studying cellular networks, and patient stratification. While many experimental and computational factors impact intra- and inter-center reproducibility, the factors most difficult to identify and control are those with a strong dependency on biological context. These factors often vary in magnitude with the drug being analyzed and with growth conditions. We provide ways to identify such context-sensitive factors, thereby improving both the theory and practice of reproducible cell-based assays.
Assuntos
Antineoplásicos/uso terapêutico , Desenvolvimento de Medicamentos/métodos , Neoplasias/tratamento farmacológico , Animais , Técnicas de Cultura de Células , Linhagem Celular Tumoral , Biologia Computacional , Ensaios de Triagem em Larga Escala , Humanos , Mamíferos , Variações Dependentes do Observador , Reprodutibilidade dos TestesRESUMO
Rsm28p is a dispensable component of the mitochondrial ribosomal small subunit in Saccharomyces cerevisiae that is not related to known proteins found in bacteria. It was identified as a dominant suppressor of certain mitochondrial mutations that reduced translation of the COX2 mRNA. To explore further the function of Rsm28p, we isolated mutations in other genes that caused a synthetic respiratory defective phenotype together with rsm28Delta. These mutations identified three nuclear genes: IFM1, which encodes the mitochondrial translation initiation factor 2 (IF2); FMT1, which encodes the methionyl-tRNA-formyltransferase; and RMD9, a gene of unknown function. The observed genetic interactions strongly suggest that the ribosomal protein Rsm28p and Ifm1p (IF2) have similar and partially overlapping functions in yeast mitochondrial translation initiation. Rmd9p, bearing a TAP-tag, was localized to mitochondria and exhibited roughly equal distribution in soluble and membrane-bound fractions. A small fraction of the Rmd9-TAP sedimented together with presumed monosomes, but not with either individual ribosomal subunit. Thus, Rmd9 is not a ribosomal protein, but may be a novel factor associated with initiating monosomes. The poorly respiring rsm28Delta, rmd9-V363I double mutant did not have a strong translation-defective phenotype, suggesting that Rmd9p may function upstream of translation initiation, perhaps at the level of localization of mitochondrially coded mRNAs.
Assuntos
Fatores de Iniciação em Eucariotos/metabolismo , Hidroximetil e Formil Transferases/metabolismo , Proteínas de Membrana/metabolismo , Mitocôndrias/fisiologia , Biossíntese de Proteínas/fisiologia , Proteínas de Saccharomyces cerevisiae/metabolismo , Saccharomyces cerevisiae/genética , Respiração Celular/genética , Mitocôndrias/metabolismo , Proteínas Mitocondriais , Mutagênese , Proteínas Ribossômicas , Saccharomyces cerevisiae/fisiologia , Proteínas de Saccharomyces cerevisiae/genéticaRESUMO
Traditional means for scoring the effects of anti-cancer drugs on the growth and survival of cell lines is based on relative cell number in drug-treated and control samples and is seriously confounded by unequal division rates arising from natural biological variation and differences in culture conditions. This problem can be overcome by computing drug sensitivity on a per-division basis. The normalized growth rate inhibition (GR) approach yields per-division metrics for drug potency (GR50) and efficacy (GRmax) that are analogous to the more familiar IC50 and Emax values. In this work, we report GR-based, proliferation-corrected, drug sensitivity metrics for ~4,700 pairs of breast cancer cell lines and perturbagens. Such data are broadly useful in understanding the molecular basis of therapeutic response and resistance. Here, we use them to investigate the relationship between different measures of drug sensitivity and conclude that drug potency and efficacy exhibit high variation that is only weakly correlated. To facilitate further use of these data, computed GR curves and metrics can be browsed interactively at http://www.GRbrowser.org/.
Assuntos
Antineoplásicos/farmacologia , Neoplasias da Mama/tratamento farmacológico , Linhagem Celular Tumoral , Resistencia a Medicamentos Antineoplásicos , Ensaios de Seleção de Medicamentos Antitumorais , Feminino , HumanosRESUMO
Next-generation sequencing has produced petabytes of data, but accessing and analyzing these data remain challenging. Traditionally, researchers investigating public datasets like The Cancer Genome Atlas (TCGA) would download the data to a high-performance cluster, which could take several weeks even with a highly optimized network connection. The National Cancer Institute (NCI) initiated the Cancer Genomics Cloud Pilots program to provide researchers with the resources to process data with cloud computational resources. We present protocols using one of these Cloud Pilots, the Seven Bridges Cancer Genomics Cloud (CGC), to find and query public datasets, bring your own data to the CGC, analyze data using standard or custom workflows, and benchmark tools for accuracy with interactive analysis features. These protocols demonstrate that the CGC is a data-analysis ecosystem that fully empowers researchers with a variety of areas of expertise and interests to collaborate in the analysis of petabytes of data. © 2017 by John Wiley & Sons, Inc.
Assuntos
Bases de Dados Genéticas/estatística & dados numéricos , Neoplasias/genética , Computação em Nuvem , Biologia Computacional , Interpretação Estatística de Dados , Genômica , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Metadados , Projetos PilotoRESUMO
Translation in mitochondria utilizes a large complement of ribosomal proteins. Many mitochondrial ribosomal components are clearly homologous to eubacterial ribosomal proteins, but others appear unique to the mitochondrial system. A handful of mitochondrial ribosomal proteins appear to be eubacterial in origin but to have evolved additional functional domains. MrpL36p is an essential mitochondrial ribosomal large-subunit component in Saccharomyces cerevisiae. Increased dosage of MRPL36 also has been shown to suppress certain types of translation defects encoded within the mitochondrial COX2 mRNA. A central domain of MrpL36p that is similar to eubacterial ribosomal large-subunit protein L31 is sufficient for general mitochondrial translation but not suppression, and proteins bearing this domain sediment with the ribosomal large subunit in sucrose gradients. In contrast, proteins lacking the L31 domain, but retaining a novel N-terminal sequence and a C-terminal sequence with weak similarity to the Escherichia coli signal recognition particle component Ffh, are sufficient for dosage suppression and do not sediment with the large subunit of the ribosome. Interestingly, the activity of MrpL36p as a dosage suppressor exhibits gene and allele specificity. We propose that MrpL36p represents a highly diverged L31 homolog with derived domains functioning in mRNA selection in yeast mitochondria.
Assuntos
Mitocôndrias/metabolismo , Proteínas Ribossômicas/química , Proteínas de Saccharomyces cerevisiae/química , Saccharomyces cerevisiae/metabolismo , Alelos , Sequência de Aminoácidos , Western Blotting , Bases de Dados como Assunto , Epitopos/química , Escherichia coli/metabolismo , Deleção de Genes , Teste de Complementação Genética , Immunoblotting , Proteínas Mitocondriais , Modelos Genéticos , Dados de Sequência Molecular , Fenótipo , Plasmídeos/metabolismo , Biossíntese de Proteínas , Estrutura Terciária de Proteína , RNA Mensageiro/metabolismo , Ribossomos/química , Ribossomos/metabolismoRESUMO
How does basic cell biology contribute to biomedicine? A new series of Features in JCB provides a cross section of compelling examples of how basic cell biology findings can lead to therapeutics. These articles highlight the fruitful, essential, and increasingly prominent bridge that exists between cell biology and the clinic.
Assuntos
Pesquisa Biomédica , Tecnologia Biomédica , Biologia Celular , Animais , Doença/genética , HumanosRESUMO
There is a troubling trend in scientific publishing for manuscripts to undergo multiple, often lengthy, rounds of review, resulting in significant delays to publication. JCB is announcing new procedures to streamline its editorial process and eliminate unnecessary delays.
Assuntos
Revisão da Pesquisa por Pares/normas , Editoração/normas , Políticas Editoriais , HumanosRESUMO
New technologies and approaches in cell biology research necessitate new venues for information sharing and publication. JCB continues its support of innovation in publishing with the launch of Tools, a new article type for the description of methods and high-throughput datasets, and of a new interface for the JCB DataViewer for hosting high-content screening datasets in their entirety.
Assuntos
Biologia Celular , Citofotometria/métodos , Políticas Editoriais , Sistemas de Informação , Publicações Periódicas como Assunto , Disseminação de Informação/métodos , Armazenamento e Recuperação da Informação/métodos , Internet , EditoraçãoRESUMO
Mutations affecting the RNA sequence of the first 10 codons of the Saccharomyces cerevisiae mitochondrial gene COX2 strongly reduce translation of the mRNA, which encodes the precursor of cytochrome c oxidase subunit II. A dominant chromosomal mutation that suppresses these defects is an internal in-frame deletion of 67 codons from the gene YDR494w. Wild-type YDR494w encodes a 361-residue polypeptide with no similarity to proteins of known function. The epitope-tagged product of this gene, now named RSM28, is both peripherally associated with the inner surface of the inner mitochondrial membrane and soluble in the matrix. Epitope-tagged Rsm28p from Triton X-100-solubilized mitochondria sedimented with the small subunit of mitochondrial ribosomes in a sucrose gradient containing 500 mM NH4Cl. Complete deletion of RSM28 caused only a modest decrease in growth on nonfermentable carbon sources in otherwise wild-type strains and enhanced the respiratory defect of the suppressible cox2 mutations. The rsm28 null mutation also reduced translation of an ARG8m reporter sequence inserted at the COX1, COX2, and COX3 mitochondrial loci. We tested the ability of RSM28-1 to suppress a variety of cox2 and cox3 mutations and found that initiation codon mutations in both genes were suppressed. We conclude that Rsm28p is a dispensable small-subunit mitochondrial ribosomal protein previously undetected in systematic investigations of these ribosomes, with a positive role in translation of several mitochondrial mRNAs.
Assuntos
DNA Mitocondrial , Complexo IV da Cadeia de Transporte de Elétrons/genética , Proteínas Mitocondriais/metabolismo , Biossíntese de Proteínas , Subunidades Proteicas/metabolismo , Proteínas Ribossômicas/metabolismo , Proteínas de Saccharomyces cerevisiae/metabolismo , Alelos , Complexo IV da Cadeia de Transporte de Elétrons/metabolismo , Proteínas Mitocondriais/genética , Mutação , Sinais Direcionadores de Proteínas/genética , Subunidades Proteicas/genética , RNA Mensageiro/metabolismo , Proteínas Ribossômicas/genética , Saccharomyces cerevisiae/genética , Saccharomyces cerevisiae/metabolismo , Proteínas de Saccharomyces cerevisiae/genéticaRESUMO
Translation of the mitochondrially coded COX2 mRNA within the organelle in yeast produces the precursor of Cox2p (pre-Cox2p), which is processed and assembled into cytochrome c oxidase. The mRNA sequence of the first 14 COX2 codons, specifying the pre-Cox2p leader peptide, was previously shown to contain a positively acting element required for translation of a mitochondrial reporter gene, ARG8(m), fused to the 91st codon of COX2. Here we show that three relatively short sequences within the COX2 mRNA coding sequence, or structures they form in vivo, inhibit translation of the reporter in the absence of the positive element. One negative element was localized within codons 15 to 25 and shown to function at the level of the mRNA sequence, whereas two others are within predicted stem-loop structures formed by codons 22-44 and by codons 46-74. All three of these inhibitory elements are antagonized in a sequence-specific manner by reintroduction of the upstream positive-acting sequence. These interactions appear to be independent of 5'- and 3'-untranslated leader sequences, as they are also observed when the same reporter constructs are expressed from the COX3 locus. Overexpression of MRS2, which encodes a mitochondrial magnesium carrier, partially suppresses translational inhibition by each isolated negatively acting element, but does not suppress them in combination. We hypothesize that interplay among these signals during translation in vivo may ensure proper timing of pre-Cox2p synthesis and assembly into cytochrome c oxidase.
Assuntos
Complexo IV da Cadeia de Transporte de Elétrons/genética , Mitocôndrias/genética , Biossíntese de Proteínas , RNA Mensageiro/genética , Sequência de Aminoácidos , Sequência de Bases , Regulação Fúngica da Expressão Gênica , Dados de Sequência Molecular , Saccharomyces cerevisiae/genética , Análise de Sequência de RNARESUMO
The transmembrane protein Smoothened (Smo) is activated in response to the extracellular protein signal, Hedgehog (Hh), and transmits this state of pathway activity into the cell. Previous studies in Drosophila have correlated pathway activation with Smo accumulation and increased phosphorylation. Using immunopurification and mass spectrometry, we identify here 26 serine/threonine residues within the Smo C-terminal cytoplasmic tail that are phosphorylated in Hh-stimulated cells. By systematically substituting alanine or glutamic acid to block or simulate phosphorylation, we provide evidence for a functional role of collective phosphorylation of a subset of phosphoresidues in pathway activation. This role is indicated by the ability of altered Smo proteins to produce changes in transcription of Hh-responsive genes in vivo and in cultured cells. These altered Smo proteins also affect biochemical indicators of pathway activity, such as Smo accumulation and phosphorylation of other pathway components. The prevalence and arrangement of phosphoresidues within the Smo cytoplasmic tail at recognition sites for cAMP-dependent protein kinase and casein kinase 1 suggest a role for these kinases in Smo phosphorylation, and such a role is supported by the effects of manipulating kinase activities in cultured cells. Our studies confirm and extend previous studies showing a positive effect for cAMP-dependent protein kinase and uncover a positive role for casein kinase 1alpha in Hh pathway activation.