Search results for " mining"

showing 10 items of 1548 documents

The macroecology of cancer incidences in humans is associated with large-scale assemblages of endemic infections.

2018

8 pages; International audience; It is now well supported that 20% of human cancers have an infectious causation (i.e., oncogenic agents). Accumulating evidence suggests that aside from this direct role, other infectious agents may also indirectly affect cancer epidemiology through interactions with the oncogenic agents within the wider infection community. Here, we address this hypothesis via analysis of large-scale global data to identify associations between human cancer incidence and assemblages of neglected infectious agents. We focus on a gradient of three widely-distributed cancers with an infectious cause: bladder (~2% of recorded cancer cases are due to Shistosoma haematobium), liv…

0301 basic medicineMicrobiology (medical)Endemic Diseases[SDV.CAN]Life Sciences [q-bio]/CancerMicrobiologyBiomesHelicobacter Infections[ SDV.CAN ] Life Sciences [q-bio]/Cancer03 medical and health sciencesSchistosomiasis haematobiaEnvironmental healthNeoplasmsPathogen-cancer interactionsEpidemiology of cancerGeneticsmedicine[ SDV.EE.IEO ] Life Sciences [q-bio]/Ecology environment/SymbiosisAnimalsHumansStomach cancerMolecular BiologyData miningEcology Evolution Behavior and SystematicsHuman cancer incidencesBladder cancerCancer preventionbiologyIncidenceCancerHelicobacter pyloriHepatitis Bmedicine.diseasebiology.organism_classificationHepatitis BHepatitis C3. Good health030104 developmental biologyInfectious DiseasesNeglected diseasesHost-Pathogen InteractionsFemalePublic HealthPublic health strategiesLiver cancer[SDV.EE.IEO]Life Sciences [q-bio]/Ecology environment/Symbiosis
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Discovery of phloeophagus beetles as a source of pseudomonas strains that produce potentially new bioactive substances and description of pseudomonas…

2018

15 páginas, 6 tablas, 2 figuras. -- First publication is due to Frontiers Media

0301 basic medicineMicrobiology (medical)antibiotic resistanceAntibiotic resistance030106 microbiologylcsh:QR1-502anticarcinogenicBiologyMicrobiologyNRPS-PKSantimicrobialslcsh:MicrobiologyMicrobiology03 medical and health sciencesBacteriocinPseudomonas luteaBark beetlesGenome mininggenome miningAntiviralOriginal ResearchAntimicrobialsSecondary metabolitesPseudomonas16S ribosomal RNArpoBAntimicrobialbiology.organism_classificationantiviralAnticarcinogenic030104 developmental biologybark beetlesBacteriaPseudomonas abietaniphila
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Would Kinetic Analyses of Plasma Cytomegalovirus DNA Load Help to Reach Consensus Criteria for Triggering the Initiation of Preemptive Antiviral Ther…

2016

0301 basic medicineMicrobiology (medical)business.industry030106 microbiologyAntiviral therapyConsensus criteriaBioinformaticsCytomegalovirus DNA03 medical and health sciences0302 clinical medicineInfectious DiseasesText miningMedicine030212 general & internal medicinebusinessClinical Infectious Diseases
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Toward a direct and scalable identification of reduced models for categorical processes.

2017

The applicability of many computational approaches is dwelling on the identification of reduced models defined on a small set of collective variables (colvars). A methodology for scalable probability-preserving identification of reduced models and colvars directly from the data is derived—not relying on the availability of the full relation matrices at any stage of the resulting algorithm, allowing for a robust quantification of reduced model uncertainty and allowing us to impose a priori available physical information. We show two applications of the methodology: (i) to obtain a reduced dynamical model for a polypeptide dynamics in water and (ii) to identify diagnostic rules from a standar…

0301 basic medicineMultidisciplinarybusiness.industryComputer scienceDimensionality reductionBayesian inferenceMachine learningcomputer.software_genre01 natural sciencesReduction (complexity)010104 statistics & probability03 medical and health sciencesIdentification (information)030104 developmental biologyPhysical informationPhysical SciencesA priori and a posterioriArtificial intelligenceData mining0101 mathematicsCluster analysisbusinessCategorical variablecomputerProceedings of the National Academy of Sciences of the United States of America
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The Anemonia viridis Venom: Coupling Biochemical Purification and RNA-Seq for Translational Research

2018

Blue biotechnologies implement marine bio-resources for addressing practical concerns. The isolation of biologically active molecules from marine animals is one of the main ways this field develops. Strikingly, cnidaria are considered as sustainable resources for this purpose, as they possess unique cells for attack and protection, producing an articulated cocktail of bioactive substances. The Mediterranean sea anemone Anemonia viridis has been studied extensively for years. In this short review, we summarize advances in bioprospecting of the A. viridis toxin arsenal. A. viridis RNA datasets and toxin data mining approaches are briefly described. Analysis reveals the major pool of neurotoxi…

0301 basic medicineNeurotoxinsPharmaceutical ScienceRNA-SeqVenomReviewComputational biologyCnidarian VenomAnemoniaTranslational Research Biomedicaltranscriptomics03 medical and health sciencescomputational biologyCnidarian VenomsDrug DiscoveryAnimalsData MiningMarine ToxinTranslational Medical Researchlcsh:QH301-705.5Pharmacology Toxicology and Pharmaceutics (miscellaneous)Sea AnemoneBioprospectingbiologyAnimalSequence Analysis RNASustainable resourcesDrug Discovery3003 Pharmaceutical ScienceRNAAnemonebio-prospectingbiology.organism_classificationSea Anemones030104 developmental biologyTranscriptomiclcsh:Biology (General)RNAMarine ToxinsNeurotoxinMarine toxinMarine Drugs
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Prognostic Relevance of Neutrophil to Lymphocyte Ratio (NLR) in Luminal Breast Cancer: A Retrospective Analysis in the Neoadjuvant Setting

2021

The neutrophil to lymphocyte ratio (NLR) is a promising predictive and prognostic factor in breast cancer. We investigated its ability to predict disease-free survival (DFS) and overall survival (OS) in patients with luminal A- or luminal B-HER2-negative breast cancer who received neoadjuvant chemotherapy (NACT). Pre-treatment complete blood cell counts from 168 consecutive patients with luminal breast cancer were evaluated to assess NLR. The study population was stratified into NLRlow or NLRhigh according to a cut-off value established by receiving operator curve (ROC) analysis. Data on additional pre- and post-treatment clinical-pathological characteristics were also collected. Kaplan–Mei…

0301 basic medicineOncologyAdultmedicine.medical_specialtyMultivariate analysisNeutrophilsQH301-705.5medicine.medical_treatmentBreast NeoplasmsArticleDisease-Free Survivalpredictive/prognostic biomarkers03 medical and health sciences0302 clinical medicineText miningBreast cancerluminal breast cancerInternal medicineMedicineHumansLymphocytesNeutrophil to lymphocyte ratioBiology (General)Neoadjuvant therapyAgedRetrospective StudiesChemotherapybusiness.industryProportional hazards modelallergologyfungiLuminal breast cancer; Neoadjuvant chemotherapy; Neutrophil to lymphocyte ratio (NLR); Predictive/prognostic biomarkers; Adult; Aged; Breast Neoplasms; Disease-Free Survival; Female; Humans; Ki-67 Antigen; Lymphocytes; Middle Aged; Multivariate Analysis; Neutrophils; Prognosis; Retrospective Studies; Treatment Outcome; Neoadjuvant TherapyHistologyGeneral MedicineMiddle Agedmedicine.diseasePrognosisneutrophil to lymphocyte ratio (NLR)Neoadjuvant Therapy030104 developmental biologyKi-67 AntigenTreatment Outcome030220 oncology & carcinogenesisMultivariate AnalysisPopulation studyFemalebusinessneoadjuvant chemotherapy
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Neoadjuvant score in locally advanced rectal cancer: integrating downstaging in risk assessment and looking for new valuable end points

2018

0301 basic medicineOncologyDisease free survivalmedicine.medical_specialtyColorectal cancermedicine.medical_treatmentLocally advancedMEDLINERectumRisk AssessmentDisease-Free Survival03 medical and health sciences0302 clinical medicineText miningInternal medicineHumansMedicineNeoadjuvant therapyRectal Neoplasmsbusiness.industryRectumHematologymedicine.diseaseNeoadjuvant Therapy030104 developmental biologymedicine.anatomical_structureOncology030220 oncology & carcinogenesisbusinessRisk assessmentAnnals of Oncology
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Schlafen-11 (SLFN11): a step forward towards personalized medicine in small-cell lung cancer?

2018

Purpose Both temozolomide (TMZ) and poly (ADP-ribose) polymerase (PARP) inhibitors are active in small-cell lung cancer (SCLC). This phase II, randomized, double-blind study evaluated whether addition of the PARP inhibitor veliparib to TMZ improves 4-month progression-free survival (PFS). Patients and Methods A total of 104 patients with recurrent SCLC were randomly assigned 1:1 to oral veliparib or placebo 40 mg twice daily, days 1 to 7, and oral TMZ 150 to 200 mg/m

0301 basic medicineOncologyMaleLung NeoplasmsDNA Mutational AnalysisPoly (ADP-Ribose) Polymerase-1Placebos0302 clinical medicineAntineoplastic Combined Chemotherapy ProtocolsPromoter Regions GeneticDNA Modification MethylasesAged 80 and overStandard treatmentNuclear ProteinsMiddle AgedNeoplastic Cells CirculatingImmunohistochemistryhumanitiesEditorialOncology030220 oncology & carcinogenesisFemaleNon small cellAdultmedicine.medical_specialtyMEDLINEAggressive disease03 medical and health sciencesText miningDouble-Blind MethodInternal medicinemedicineBiomarkers TumorTemozolomideHumansLung cancerneoplasmsAntineoplastic Agents AlkylatingAgedbusiness.industryTumor Suppressor ProteinsDNA Methylationmedicine.diseaseSmall Cell Lung Carcinomarespiratory tract diseases030104 developmental biologyDNA Repair EnzymesBenzimidazolesPersonalized medicinebusiness
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Precision medicine in the adjuvant treatment of gastric cancer

2018

0301 basic medicineOncologymedicine.medical_specialtybusiness.industrymedicine.medical_treatmentCancermedicine.diseasePrecision medicine03 medical and health sciences030104 developmental biology0302 clinical medicineText miningOncologyChemotherapy AdjuvantGastrectomyStomach Neoplasms030220 oncology & carcinogenesisInternal medicinemedicineHumansPrecision MedicinebusinessAdjuvantRetrospective StudiesThe Lancet Oncology
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Stochastic sampling effects favor manual over digital contact tracing.

2020

Isolation of symptomatic individuals, tracing and testing of their nonsymptomatic contacts are fundamental strategies for mitigating the current COVID-19 pandemic. The breaking of contagion chains relies on two complementary strategies: manual reconstruction of contacts based on interviews and a digital (app-based) privacy-preserving contact tracing. We compare their effectiveness using model parameters tailored to describe SARS-CoV-2 diffusion within the activity-driven model, a general empirically validated framework for network dynamics. We show that, even for equal probability of tracing a contact, manual tracing robustly performs better than the digital protocol, also taking into accou…

0301 basic medicinePhysics - Physics and SocietyComputer scienceEpidemiologyScienceComplex networksFOS: Physical sciencesGeneral Physics and AstronomyPhysics and Society (physics.soc-ph)Tracingcomputer.software_genreGeneral Biochemistry Genetics and Molecular BiologyArticleSpecimen Handling03 medical and health sciences0302 clinical medicineHumans030212 general & internal medicineQuantitative Biology - Populations and EvolutionPandemicsCondensed Matter - Statistical Mechanicsstochastic modelProtocol (science)Stochastic ProcessesMultidisciplinaryStatistical Mechanics (cond-mat.stat-mech)Stochastic processDiagnostic Tests RoutineSARS-CoV-2QPopulations and Evolution (q-bio.PE)Sampling (statistics)COVID-19General ChemistryComplex networkModels TheoreticalNetwork dynamics030104 developmental biologyFOS: Biological sciencesScalabilityQuarantineData miningContact TracingcomputerContact tracingAlgorithmsNature communications
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