Search results for "networks"

showing 10 items of 3260 documents

Deep learning in next-generation sequencing

2020

Highlights • Machine learning increasingly important for NGS. • Deep learning can improve many NGS applications.

0301 basic medicineBiomedical ResearchComputer scienceContext (language use)ComputerApplications_COMPUTERSINOTHERSYSTEMSReviewMachine learningcomputer.software_genre03 medical and health sciences0302 clinical medicineDeep LearningGene to ScreenDrug DiscoveryHumansPharmacologyFeature detection (web development)Network architectureArtificial neural networkbusiness.industryDeep learningHigh-Throughput Nucleotide SequencingMedical research030104 developmental biologyMetagenomics030220 oncology & carcinogenesisUnsupervised learningArtificial intelligenceMetagenomicsNeural Networks ComputerbusinesscomputerDrug Discovery Today
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Polyphosphate as a metabolic fuel in Metazoa: A foundational breakthrough invention for biomedical applications

2015

In animals, energy-rich molecules like ATP are generated in the intracellular compartment from metabolites, e.g. glucose, taken up by the cells. Recent results revealed that inorganic polyphosphates (polyP) can provide an extracellular system for energy transport and delivery. These polymers of multiple phosphate units, linked by high-energy phosphoanhydride bonds, use blood platelets as transport vehicles to reach their target cells. In this review it is outlined how polyP affects cell metabolism. It is discussed that polyP influences cell activity in a dual way: (i) as a metabolic fuel transferring metabolic energy through the extracellular space; and (ii) as a signaling molecule that amp…

0301 basic medicineBiomedical TechnologyMitochondrionBiologyEndocytosisApplied Microbiology and Biotechnology03 medical and health scienceschemistry.chemical_compoundAdenosine TriphosphateTissue engineeringPolyphosphatesExtracellularHumansBlood CellsPolyphosphateGeneral MedicineCell biologyMitochondriaMetabolic pathway030104 developmental biologychemistryBiochemistryMolecular MedicineNanoparticlesAdenosine triphosphateIntracellularMetabolic Networks and PathwaysBiotechnology Journal
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The phospholipase DDHD1 as a new target in colorectal cancer therapy

2018

Background Our previous study demonstrates that Citrus-limon derived nanovesicles are able to decrease colon cancer cell viability, and that this effect is associated with the downregulation of the intracellular phospholipase DDHD domain-containing protein 1 (DDHD1). While few studies are currently available on the contribution of DDHD1 in neurological disorders, there is no information on its role in cancer. This study investigates the role of DDHD1 in colon cancer. Methods DDHD1 siRNAs and an overexpression vector were transfected into colorectal cancer and normal cells to downregulate or upregulate DDHD1 expression. In vitro and in vivo assays were performed to investigate the functional…

0301 basic medicineCancer ResearchColorectal cancerApoptosisMiceSettore BIO/13 - Biologia ApplicataGene Regulatory NetworksMolecular Targeted TherapyCitrus-limon nanovesicleTransfectionlcsh:Neoplasms. Tumors. Oncology. Including cancer and carcinogens3. Good healthCitrus-limon nanovesicles; Colorectal cancer; Phospholipase DDHD1; Oncology; Cancer ResearchOncologyPhospholipasesCitrus-limon nanovesicles; Colorectal cancer; Phospholipase DDHD1; Animals; Antineoplastic Agents; Apoptosis; Cell Line Tumor; Cell Proliferation; Colorectal Neoplasms; Computational Biology; Disease Models Animal; Female; Gene Expression Profiling; Gene Ontology; Gene Regulatory Networks; Gene Silencing; Humans; MAP Kinase Signaling System; Mice; Phospholipases; Signal Transduction; Xenograft Model Antitumor Assays; Biomarkers Tumor; Molecular Targeted TherapyFemaleColorectal NeoplasmsSignal TransductionMAP Kinase Signaling SystemAntineoplastic Agentslcsh:RC254-282Citrus-limon nanovesicles03 medical and health sciencesDownregulation and upregulationIn vivoCell Line TumorBiomarkers TumormedicineAnimalsHumansGene silencingGene SilencingPhospholipase DDHD1Cell Proliferationbusiness.industryCell growthGene Expression ProfilingResearchComputational BiologyCancermedicine.diseaseXenograft Model Antitumor AssaysColorectal cancerDisease Models AnimalGene Ontology030104 developmental biologyApoptosisCancer researchbusiness
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Comprehensive translational control of tyrosine kinase expression by upstream open reading frames

2016

Post-transcriptional control has emerged as a major regulatory event in gene expression and often occurs at the level of translation initiation. Although overexpression or constitutive activation of tyrosine kinases (TKs) through gene amplification, translocation or mutation are well-characterized oncogenic events, current knowledge about translational mechanisms of TK activation is scarce. Here, we report the presence of translational cis-regulatory upstream open reading frames (uORFs) in the majority of transcript leader sequences of human TK mRNAs. Genetic ablation of uORF initiation codons in TK transcripts resulted in enhanced translation of the associated downstream main protein-codin…

0301 basic medicineCancer ResearchFive prime untranslated regionKozak consensus sequenceShort CommunicationBiologymedicine.disease_causeProto-Oncogene MasGene Expression Regulation Enzymologic03 medical and health sciencesOpen Reading FramesEukaryotic translationUpstream open reading frameGeneticsmedicineHumansGene Regulatory NetworksMolecular BiologyGeneticsMutationGene Expression ProfilingTranslation (biology)Protein-Tyrosine KinasesOpen reading frame030104 developmental biologyHEK293 CellsProtein BiosynthesisHuman genomeHeLa Cells
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Uptake of hysterectomy and bilateral salpingo-oophorectomy in carriers of pathogenic mismatch repair variants:a Prospective Lynch Syndrome Database r…

2021

Purpose: This study aimed to report the uptake of hysterectomy and/or bilateral salpingo-oophorectomy (BSO) to prevent gynaecological cancers (risk-reducing surgery [RRS]) in carriers of pathogenic MMR (path_MMR) variants.Methods: The Prospective Lynch Syndrome Database (PLSD) was used to investigate RRS by a cross-sectional study in 2292 female path_MMR carriers aged 30-69 years.Results: Overall, 144, 79, and 517 carriers underwent risk-reducing hysterectomy, BSO, or both combined, respectively. Two-thirds of procedures before 50 years of age were combined hysterectomy and BSO, and 81% of all procedures included BSO. Risk-reducing hysterectomy was performed before age 50 years in 28%, 25%,…

0301 basic medicineCancer ResearchOophorectomyDatabases FactualColorectal cancerSURGERYmedicine.medical_treatmentCàncer d'ovaricomputer.software_genreDNA Mismatch Repair0302 clinical medicineEndometrial cancermunasarjasyöpäMedicineProspective StudiesColectomySalpingo-oophorectomy/methodsDatabaseManchester Cancer Research CentreCOLON-CANCERMLH1WOMENMiddle AgedPrognosisLynch syndrome3. Good healthkohdunrungon syöpäOncologyCOLECTOMY030220 oncology & carcinogenesisFemaleBiomarkers Tumor/geneticsAdultHeterozygoteGenital Neoplasms FemaleSalpingo-oophorectomyHysterectomy03 medical and health sciencesGenital Neoplasms Female/prevention & controlOvarian cancerColorectal Neoplasms Hereditary Nonpolyposis/geneticsBiomarkers TumorMortalitatHumansHysterectomy/methodsMortalityLynchin oireyhtymäRisk-reducing surgeryAgedHysterectomybusiness.industryEndometrial cancerResearchInstitutes_Networks_Beacons/mcrcCancerOophorectomyMSH63126 Surgery anesthesiology intensive care radiologymedicine.diseaseColorectal Neoplasms Hereditary NonpolyposisMSH2030104 developmental biologyCross-Sectional StudiesLynch syndromePMS2Càncer d'endometriMutationkohdunpoistobusinessOvarian cancercomputerFollow-Up Studies
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Concepts to Target MYC in Pancreatic Cancer.

2016

Abstract Current data suggest that MYC is an important signaling hub and driver in pancreatic ductal adenocarcinoma (PDAC), a tumor entity with a strikingly poor prognosis. No targeted therapies with a meaningful clinical impact were successfully developed against PDAC so far. This points to the need to establish novel concepts targeting the relevant drivers of PDAC, like KRAS or MYC. Here, we discuss recent developments of direct or indirect MYC inhibitors and their potential mode of action in PDAC. Mol Cancer Ther; 15(8); 1792–8. ©2016 AACR.

0301 basic medicineCancer ResearchPoor prognosisPancreatic ductal adenocarcinomaendocrine system diseasesGene regulatory networkAntineoplastic AgentsBiologymedicine.disease_causeBioinformaticsProto-Oncogene Proteins c-myc03 medical and health sciencesPancreatic cancerCarcinomamedicineAnimalsHumansGene Regulatory NetworksMolecular Targeted TherapyProtein Kinase InhibitorsCancerGenetic Variationmedicine.diseasedigestive system diseasesGene Expression Regulation NeoplasticPancreatic Neoplasms030104 developmental biologyOncologyCarrier proteinCancer researchKRASCarrier ProteinsCarcinoma Pancreatic DuctalProtein BindingSignal TransductionMolecular cancer therapeutics
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Fifteen Shades of Grey: Combined Analysis of Genome-Wide SNP Data in Steppe and Mediterranean Grey Cattle Sheds New Light on the Molecular Basis of C…

2020

Coat color is among the most distinctive phenotypes in cattle. Worldwide, several breeds share peculiar coat color features such as the presence of a fawn pigmentation of the calf at birth, turning over time to grey, and sexual dichromatism. The aim of this study was to search for polymorphisms under differential selection by contrasting grey cattle breeds displaying the above phenotype with non-grey cattle breeds, and to identify the underlying genes. Using medium-density SNP array genotype data, a multi-cohort FST-outlier approach was adopted for a total of 60 pair-wise comparisons of the 15 grey with 4 non-grey cattle breeds (Angus, Limousin, Charolais, and Holstein), with the latter sel…

0301 basic medicineCandidate geneCoatGenotypelcsh:QH426-470cattle coat color hair greying pigmentation selection signatures SNPsBiologyBreedingGenomePolymorphism Single Nucleotideselection signaturesArticle03 medical and health sciencesSettore AGR/17 - Zootecnica Generale E Miglioramento GeneticoQuantitative Trait HeritableGenotypeGeneticsAnimalsGene Regulatory NetworkspigmentationSelection GeneticHair ColorGeneGenetics (clinical)AllelesGenetic Association Studiescoat colorGenomeDichromatismGene Expression Profiling0402 animal and dairy science04 agricultural and veterinary sciences040201 dairy & animal sciencePhenotypelcsh:Genetics030104 developmental biologyPhenotypeEvolutionary biologycattleCattle; Coat color; Hair greying; Pigmentation; Selection signatures; SNPshair greyingSNP arrayGenome-Wide Association StudySNPsGenes
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Transcriptome analysis and codominant markers development in caper, a drought tolerant orphan crop with medicinal value.

2019

AbstractCaper (Capparis spinosa L.) is a xerophytic shrub cultivated for its flower buds and fruits, used as food and for their medicinal properties. Breeding programs and even proper taxonomic classification of the genus Capparis has been hampered so far by the lack of reliable genetic information and molecular markers. Here, we present the first genomic resource for C. spinosa, generated by transcriptomic approach and de novo assembly. The sequencing effort produced nearly 80 million clean reads assembled into 124,723 unitranscripts. Careful annotation and comparison with public databases revealed homologs to genes with a key role in important metabolic pathways linked to abiotic stress t…

0301 basic medicineCapparisAgricultural geneticsabiotic stressSAPsPlant geneticsScienceDrought toleranceSequence assemblyComputational biologyBiologyArticleTranscriptome03 medical and health sciences0302 clinical medicinefoodStress PhysiologicalEST-SSRGeneorphan cropPlant Proteinsde novo leaf transcriptomeMultidisciplinaryPlants MedicinalPhenylpropanoidAbiotic stressSettore BIO/02 - Botanica SistematicaCapparis spinosaGene Expression ProfilingCaper Capparis spinosa Codominant markers Transcriptome analysis Orphan cropQRfood and beveragesbiology.organism_classificationfood.foodCapparis spinosa L.DroughtsCapparis030104 developmental biologyNGSMedicineTranscriptome030217 neurology & neurosurgeryBiomarkersMetabolic Networks and PathwaysScientific reports
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COVID-19: viral–host interactome analyzed by network based-approach model to study pathogenesis of SARS-CoV-2 infection

2020

AbstractBackgroundEpidemiological, virological and pathogenetic characteristics of SARS-CoV-2 infection are under evaluation. A better understanding of the pathophysiology associated with COVID-19 is crucial to improve treatment modalities and to develop effective prevention strategies. Transcriptomic and proteomic data on the host response against SARS-CoV-2 still have anecdotic character; currently available data from other coronavirus infections are therefore a key source of information.MethodsWe investigated selected molecular aspects of three human coronavirus (HCoV) infections, namely SARS-CoV, MERS-CoV and HCoV-229E, through a network based-approach. A functional analysis of HCoV-hos…

0301 basic medicineChemokinevirusesPneumonia ViralGene regulatory networklcsh:MedicineComputational biologyVirus-host interactomemedicine.disease_causeModels BiologicalInteractomeGeneral Biochemistry Genetics and Molecular BiologyTranscriptomePathogenesis03 medical and health sciencesBetacoronavirus0302 clinical medicineViral Envelope ProteinsProtein Interaction MappingmedicineCoronavirus infectionHumansGene Regulatory NetworksPandemicsGeneCoronavirusVirus–host interactomeMembrane GlycoproteinsInnate immune systembiologySARS-CoV-2Researchlcsh:RCOVID-19virus diseasesGeneral Medicinebiochemical phenomena metabolism and nutritionVirus–host interactome ; COVID-19 ; Coronavirus infection ; Spike glycoproteinPhenotyperespiratory tract diseasescoronavirus infection; spike glycoprotein; virus-host interactome030104 developmental biologySettore MED/38 - PEDIATRIA GENERALE E SPECIALISTICA030220 oncology & carcinogenesisHost-Pathogen Interactionsbiology.proteinSpike glycoproteinCoronavirus InfectionsSignal TransductionJournal of Translational Medicine
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Active and Secretory IgA-Coated Bacterial Fractions Elucidate Dysbiosis in Clostridium difficile Infection

2016

C. difficile is a major enteric pathogen with worldwide distribution. Its expansion is associated with broad-spectrum antibiotics which disturb the normal gut microbiome. In this study, the DNA sequencing of highly active bacteria and bacteria opsonized by intestinal secretory immunoglobulin A (SIgA) separated from the whole bacterial community by FACS elucidated how the gut dysbiosis promotes C. difficile infection (CDI). Bacterial groups with inhibitory effects on C. difficile growth, such as Lactobacillales, were mostly inactive in the CDI patients. C. difficile was typical for the bacterial fraction opsonized by SIgA in patients with CDI, while Fusobacterium was characteristic for the S…

0301 basic medicineClostridium Cluster IVmedicine.drug_class030106 microbiologyAntibioticslcsh:QR1-502Microbiologylcsh:MicrobiologyantibioticsMicrobiologyHost-Microbe Biology03 medical and health sciencesClostridium difficile infectionmedicineMicrobiomeMolecular Biology16S rRNA gene sequencinghuman gut microbiomebiologyLactobacillalesdysbiosisClostridium difficilebiology.organism_classificationmedicine.diseaseQR1-502030104 developmental biologyBayesian networksFusobacteriumImmunologysecretory immunoglobulin ADysbiosisBacteriafluorescence-activated cell sortingResearch ArticlemSphere
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