Search results for "Mathematical and statistical techniques"

showing 10 items of 136 documents

Towards development of a statistical framework to evaluate myotonic dystrophy type 1 mRNA biomarkers in the context of a clinical trial

2020

AbstractMyotonic dystrophy type 1 (DM1) is a rare genetic disorder, characterised by muscular dystrophy, myotonia, and other symptoms. DM1 is caused by the expansion of a CTG repeat in the 3’-untranslated region of DMPK. Longer CTG expansions are associated with greater symptom severity and earlier age at onset. The primary mechanism of pathogenesis is thought to be mediated by a gain of function of the CUG-containing RNA, that leads to trans-dysregulation of RNA metabolism of many other genes. Specifically, the alternative splicing (AS) and alternative polyadenylation (APA) of many genes is known to be disrupted. In the context of clinical trials of emerging DM1 treatments, it is important…

0301 basic medicineMicroarrayPhysiologyMicroarraysBioinformaticsBiochemistryMachine Learning0302 clinical medicineMathematical and Statistical TechniquesMedicine and Health SciencesMyotonic DystrophyMuscular dystrophyOligonucleotide Array Sequence AnalysisClinical Trials as TopicMultidisciplinaryMusclesQStatisticsRGenetic disorderMuscle AnalysisBody FluidsNucleic acidsBloodBioassays and Physiological AnalysisTreatment OutcomeGenetic DiseasesPhysical SciencesMedicineRegression AnalysisAnatomyDatabases Nucleic AcidResearch Articlemusculoskeletal diseasesGenetic Markerscongenital hereditary and neonatal diseases and abnormalitiesScienceContext (language use)Linear Regression AnalysisBiostatisticsResearch and Analysis MethodsPolyadenylationMyotonic dystrophyMyotonin-Protein Kinase03 medical and health sciencesmedicineGeneticsHumansRNA MessengerStatistical MethodsLeast-Squares AnalysisGeneClinical GeneticsModels Geneticbusiness.industryAlternative splicingBiology and Life Sciencesmedicine.diseaseMyotoniaAlternative Splicing030104 developmental biologyRNA processingRNAGene expressionbusinessTrinucleotide repeat expansionTrinucleotide Repeat Expansion030217 neurology & neurosurgeryBiomarkersMathematicsForecastingPLoS ONE
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Identifying Prognostic SNPs in Clinical Cohorts: Complementing Univariate Analyses by Resampling and Multivariable Modeling

2016

Clinical cohorts with time-to-event endpoints are increasingly characterized by measurements of a number of single nucleotide polymorphisms that is by a magnitude larger than the number of measurements typically considered at the gene level. At the same time, the size of clinical cohorts often is still limited, calling for novel analysis strategies for identifying potentially prognostic SNPs that can help to better characterize disease processes. We propose such a strategy, drawing on univariate testing ideas from epidemiological case-controls studies on the one hand, and multivariable regression techniques as developed for gene expression data on the other hand. In particular, we focus on …

0301 basic medicineMultivariate analysisMicroarraysTest StatisticsGene Expressionlcsh:MedicineBioinformatics01 natural sciencesHematologic Cancers and Related DisordersCohort Studies010104 statistics & probabilityMathematical and Statistical TechniquesResamplingMedicine and Health Scienceslcsh:ScienceStatistical DataUnivariate analysisMultidisciplinarySimulation and ModelingMultivariable calculusRegression analysisHematologyMyeloid LeukemiaPrognosisRegressionBioassays and Physiological AnalysisOncologyResearch DesignPhysical SciencesStatistics (Mathematics)Research ArticleAcute Myeloid LeukemiaPermutationSingle-nucleotide polymorphismComputational biologyBiologyResearch and Analysis MethodsPolymorphism Single Nucleotide03 medical and health sciencesLeukemiasGeneticsHumansStatistical Methods0101 mathematicsDiscrete Mathematicslcsh:RUnivariateCancers and NeoplasmsBiology and Life SciencesModels Theoretical030104 developmental biologyCombinatoricsCase-Control StudiesMultivariate Analysislcsh:QMathematicsPLOS ONE
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Impact of Donor Activating KIR Genes on HSCT Outcome in C1-Ligand Negative Myeloid Disease Patients Transplanted with Unrelated Donors-A Retrospectiv…

2017

Natural Killer cells (NK) are lymphocytes with the potential to recognize and lyse cells which escaped T-cell mediated lysis due to their aberrant HLA expression profiles. Killer cell immunoglobulin-like receptors (KIR) influence NK-cell activity by mediation of activating or inhibitory signals upon interaction with HLA-C (C1, C2) ligands. Therefore, absence of ligands for donor inhibitory KIRs following hematopoietic stem cell transplantation (HSCT) may have an influence on its outcome. Previous studies showed that C1 negative patients have a decreased HSCT outcome. Our study, based on a cohort of 200 C1-negative patients, confirmed these findings for the endpoints: overall survival (OS: H…

0301 basic medicineOncologyMaleMyeloidCell Transplantationmedicine.medical_treatmentlcsh:MedicineHematopoietic stem cell transplantationNK cellsLigandsCohort StudiesWhite Blood Cells0302 clinical medicineMathematical and Statistical TechniquesReceptors KIRCell SignalingComplement C1Animal CellsMedicine and Health SciencesBlood and Lymphatic System ProceduresMembrane Receptor SignalingReceptorlcsh:ScienceBone Marrow TransplantationMultidisciplinaryT CellsIncidence (epidemiology)Hematopoietic Stem Cell TransplantationMiddle AgedImmune Receptor Signaling3. Good healthKiller Cells Naturalmedicine.anatomical_structureTreatment OutcomeHematologic NeoplasmsCohortPhysical SciencesFemaleCellular TypesUnrelated DonorsStatistics (Mathematics)Research ArticleSignal TransductionAdultmedicine.medical_specialtyAdolescentImmune CellsImmunologySurgical and Invasive Medical ProceduresResearch and Analysis Methods03 medical and health sciencesYoung AdultInternal medicinemedicineConfidence IntervalsHumansClinical significanceddc:610Statistical MethodsAgedRetrospective StudiesTransplantationBlood Cellsbusiness.industrylcsh:RBiology and Life SciencesRetrospective cohort studyCell BiologyMultivariate analysis; Stem cell transplantation; T cells; Bone marrow transplantation; NK cells; Hematopoietic stem cell transplantation; Immune receptor signalingTransplantation030104 developmental biologyImmunologyMultivariate Analysislcsh:QbusinessMathematics030215 immunologyStem Cell TransplantationPLoS ONE
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Evaluation of Mucociliary Clearance by Three Dimension Micro-CT-SPECT in Guinea Pig: Role of Bitter Taste Agonists

2016

Different image techniques have been used to analyze mucociliary clearance (MCC) in humans, but current small animal MCC analysis using in vivo imaging has not been well defined. Bitter taste receptor (T2R) agonists increase ciliary beat frequency (CBF) and cause bronchodilation but their effects in vivo are not well understood. This work analyzes in vivo nasal and bronchial MCC in guinea pig animals using three dimension (3D) microCT-SPECT images and evaluates the effect of T2R agonists. Intranasal macroaggreggates of albumin-Technetium 99 metastable (MAA-Tc99m) and lung nebulized Tc99m albumin nanocolloids were used to analyze the effect of T2R agonists on nasal and bronchial MCC respecti…

0301 basic medicinePathologyPhysiologyRespiratory Systemlcsh:MedicineSingle Photon Emission Computed TomographyPharmacologyBiochemistryDiagnostic RadiologyReceptors G-Protein-CoupledMathematical and Statistical Techniques0302 clinical medicineBronchodilationMedicine and Health Scienceslcsh:ScienceTomographyLungMammalsMultidisciplinaryRadiology and ImagingDrugsfood and beveragesChloroquineAnimal Modelsrespiratory systemPulmonary ImagingBody Fluidsmedicine.anatomical_structureMucociliary ClearanceVertebratesPhysical SciencesAnatomyStatistics (Mathematics)Research ArticleAgonistmedicine.medical_specialtySingle Photon Emission Computed Tomography Computed TomographyImaging TechniquesMucociliary clearancemedicine.drug_classGuinea PigsBronchiNeuroimagingResearch and Analysis MethodsRodentsGuinea pigAntimalarials03 medical and health sciencesModel OrganismsDiagnostic MedicineIn vivoAlbuminsmedicineAnimalsHumansStatistical MethodsPharmacologyAnalysis of VarianceLungbusiness.industrylcsh:ROrganismsBiology and Life SciencesProteinsX-Ray MicrotomographyMucus030104 developmental biology030228 respiratory systemAmniotesNanoparticleslcsh:QNasal administrationbusinessMathematicsEx vivoNeuroscience
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Expectation or Sensorial Reality? An Empirical Investigation of the Biodynamic Calendar for Wine Drinkers.

2017

International audience; The study's aim was to investigate a central tenet of biodynamic philosophy as applied to wine tasting, namely that wines taste different in systematic ways on days determined by the lunar cycle. Nineteen New Zealand wine professionals tasted blind 12 Pinot noir wines at times determined within the biodynamic calendar for wine drinkers as being favourable (Fruit day) and unfavourable (Root day) for wine tasting. Tasters rated each wine four times, twice on a Fruit day and twice on a Root day, using 20 experimenter-provided descriptors. Wine descriptors spanned a range of varietal-relevant aroma, taste, and mouthfeel characteristics, and were selected with the aim of …

0301 basic medicineQuestionnairesMaleTasteLeavesMeteorological Concepts[ SDV.AEN ] Life Sciences [q-bio]/Food and NutritionSocial Scienceslcsh:MedicineWinePlant ScienceEmpirical ResearchDevelopmental psychologyLunar CycleMathematical and Statistical TechniquesSurveys and QuestionnairesMedicine and Health SciencesPsychologyFood scienceMoonlcsh:SciencePrincipal Component AnalysisMultidisciplinaryAlcoholic BeveragesPlant Anatomydigestive oral and skin physiologyTaste Perceptionfood and beveragesAgriculture04 agricultural and veterinary sciencesMiddle Aged040401 food scienceResearch DesignqualityTasteAlimentation et NutritionPhysical Sciencesquality;colorSensory PerceptionFemaleWine tastingPsychologyStatistics (Mathematics)Autre (Sciences du Vivant)Research ArticleAdultSensationFlowersResearch and Analysis MethodsBeverages03 medical and health sciencesMouthfeel0404 agricultural biotechnologyPressureFood and NutritionHumansStatistical MethodsNutritionWineAnalysis of Variance030109 nutrition & dieteticsSurvey Researchlcsh:RBiology and Life SciencesDietcolorMultivariate Analysislcsh:Q[SDV.AEN]Life Sciences [q-bio]/Food and NutritionMathematicsNeurosciencePLoS ONE
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Evaluation of Immunofluorescence Antibody Test Used for the Diagnosis of Canine Leishmaniasis in the Mediterranean Basin: A Systematic Review and Met…

2015

With an expected sensitivity (Se) of 96% and specificity (Sp) of 98%, the immunofluorescence antibody test (IFAT) is frequently used as a reference test to validate new diagnostic methods and estimate the canine leihmaniasis (CanL) true prevalence in the Mediterranean basin. To review the diagnostic accuracy of IFAT to diagnose CanL in this area with reference to its Se and Sp and elucidate the potential causes of their variations, a systematic review was conducted (31 studies for the 26-year period). Three IFAT validation methods stood out: the classical contingency table method, methods based on statistical models and those based on experimental studies. A variation in the IFAT Se and Sp …

0301 basic medicineVeterinary medicinelcsh:MedicineArtificial Gene Amplification and ExtensionPolymerase Chain ReactionMediterranean BasinMathematical and Statistical Techniques0302 clinical medicineZoonosesMedicine and Health SciencesCanine leishmaniasisDog Diseaseslcsh:ScienceLeishmaniasisMammalsMultidisciplinaryGeographymedicine.diagnostic_testMediterranean RegionGeographical regionsRegional geographyResearch AssessmentInfectious DiseasesFluorescent Antibody Technique DirectMeta-analysisVertebratesPhysical Sciencesmedicine.symptomStatistics (Mathematics)Research ArticleNeglected Tropical DiseasesSystematic Reviews030231 tropical medicine030106 microbiologyResearch and Analysis MethodsImmunofluorescenceSensitivity and SpecificityAsymptomatic03 medical and health sciencesDogsparasitic diseasesParasitic DiseasesmedicineAnimalsStatistical MethodsMolecular Biology TechniquesMolecular BiologyProtozoan Infectionsbusiness.industrylcsh:RfungiOrganismsReproducibility of ResultsBiology and Life SciencesLeishmaniasisGold standard (test)Tropical Diseasesmedicine.diseaseEarth sciencesParasitologyAmniotesImmunologyMediterranean BasinParasitologylcsh:QbusinessMathematicsMeta-AnalysisPLOS ONE
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Primary vitrectomy for degenerative and tractional lamellar macular holes: A systematic review and meta-analysis

2021

Purpose To assess the efficacy of vitrectomy in degenerative and tractional lamellar macular holes (LMHs) by meta-analysis of published studies. Methods PubMed, Medline and Embase databases were searched up to May 2020. Included cohorts were divided into three groups: degenerative LMH group, lamellar hole associated epiretinal proliferation (LHEP) group and tractional LMH group. LHEP is likely to be associated with degenerative LMHs, but less commonly could be associated with mixed LMHs. To reduce risk of possible misclassification bias, eyes with LHEP which could not have been precisely classified by the authors, were included into the LHEP group. The primary outcome was to investigate th…

0301 basic medicineVisual acuitygenetic structuresVisionmedicine.medical_treatmentVisual AcuitySocial SciencesVitrectomyDatabase and Informatics MethodsMathematical and Statistical Techniques0302 clinical medicineVitrectomyMedicine and Health SciencesPsychologyMedicineDatabase SearchingMacular holeMultidisciplinaryIncidence (epidemiology)StatisticsQOphthalmic ProceduresRMetaanalysisResearch AssessmentMeta-analysisPhysical SciencesMedicineSensory PerceptionAnatomymedicine.symptomResearch Articlemedicine.medical_specialtySystematic ReviewsScienceSurgical and Invasive Medical ProceduresResearch and Analysis Methods03 medical and health sciencesOcular SystemOphthalmologyHumansStatistical Methodsbusiness.industryPrimary vitrectomyCognitive PsychologyBiology and Life SciencesHumans; Retinal Perforations; Visual Acuity; VitrectomyRetinal Perforationsmedicine.diseaseConfidence intervaleye diseases030104 developmental biology030221 ophthalmology & optometryCognitive ScienceEyesPerceptionVisual gainbusinessHeadMathematicsNeuroscience
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Anatomical Variations in the Sinoatrial Nodal Artery: A Meta-Analysis and Clinical Considerations

2016

Background and Objective The sinoatrial nodal artery (SANa) is a highly variable vessel which supplies blood to the sinoatrial node (SAN). Due to its variability and susceptibility to iatrogenic injury, our study aimed to assess the anatomy of the SANa and determine the prevalence of its anatomical variations. Study Design An extensive search of major electronic databases was performed to identify all articles reporting anatomical data on the SANa. No lower date limit or language restrictions were applied. Anatomical data regarding the artery were extracted and pooled into a meta-analysis. Results Sixty-six studies (n = 21455 hearts) were included in the meta-analysis. The SANa usually aros…

0301 basic medicinemedicine.medical_specialtyPopulation Dynamicslcsh:MedicineCoronary Artery Disease030204 cardiovascular system & hematologyResearch and Analysis MethodsVascular MedicineCoronary artery diseaseDatabase and Informatics Methods03 medical and health sciencesMathematical and Statistical Techniques0302 clinical medicinemedicine.arteryInternal medicineMedicine and Health SciencesmedicineStatistical MethodsDatabase SearchingPulmonary Arterieslcsh:ScienceSinoatrial nodal arteryCoronary ArteriesMultidisciplinaryPopulation BiologySinoatrial nodebusiness.industryIatrogenic injurylcsh:RBiology and Life SciencesArteriesmedicine.diseaseGeographic DistributionCoronary arteriesGeographic distributionmedicine.anatomical_structureMeta-analysisPhysical SciencesCardiovascular AnatomyCardiologyBlood Vesselslcsh:Q030101 anatomy & morphologyAnatomybusinessMathematicsStatistics (Mathematics)Research ArticleMeta-AnalysisPLOS ONE
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Ferritin and C-reactive protein are predictive biomarkers of mortality and macrophage activation syndrome in adult onset Still's disease. Analysis of…

2020

ObjectiveTo assess the predictive role of ferritin and C-reactive protein (CRP) on occurrence of macrophage activation syndrome (MAS) and mortality in patients with adult onset Still's disease (AOSD), a rare and severe disease, included in the multicentre Gruppo Italiano di Ricerca in Reumatologia Clinica e Sperimentale (GIRRCS) cohort.MethodsThe predictive role, at the time of diagnosis, of serum levels of ferritin and CRP on occurrence of MAS and mortality, was evaluated by logistic regression analyses and receiver-operating characteristic (ROC) curves were built to identify patients at high risk of MAS and mortality, respectively.ResultsIn assessed 147 patients with AOSD, levels of ferri…

0301 basic medicinemyalgiaAdult-OnsetMalePredictive Value of TestPathology and Laboratory MedicineLogistic regressionBiochemistryGastroenterologyCohort StudiesMathematical and Statistical Techniques0302 clinical medicineMedicine and Health SciencesMultidisciplinarybiologyMacrophage Activation SyndromeStatisticsQRMiddle AgedC-Reactive ProteinsC-Reactive ProteinPredictive value of testsPhysical SciencesCohortRegression AnalysisMedicineFemalemedicine.symptomStill's Disease Adult-OnsetResearch ArticleCohort studyHumanAdultmedicine.medical_specialtyPatientsLogistic ModelInflammatory DiseasesSciencePainStill's Disease Adult-Onset.Research and Analysis Methods03 medical and health sciencesAdult; Biomarkers; C-Reactive Protein; Cohort Studies; Female; Ferritins; Humans; Logistic Models; Macrophage Activation Syndrome; Male; Middle Aged; Predictive Value of Tests; ROC Curve; Still's Disease Adult-OnsetSigns and SymptomsDiagnostic MedicinePredictive Value of TestsInternal medicinemedicineHumansStatistical Methods030203 arthritis & rheumatologyFerritinbusiness.industryC-reactive proteinBiology and Life SciencesProteinsProtein ComplexesMyalgiaBiomarkermedicine.diseaseStill's DiseaseHealth CareFerritin030104 developmental biologyLogistic ModelsROC CurveMacrophage activation syndromeMultivariate AnalysisFerritinsbiology.proteinCohort StudiebusinessMathematicsBiomarkers
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Prevalence os sending, receiving and forwarding sexts among youths: A three-level meta-analysis.

2020

Alttes ajuts: Conselleria d'Educació, Investigació, Cultura i Esport DOGV No. 7943, ACIF, 837 2017 By systematic review with a three-level, mixed-effects meta-analysis, this paper examines the prevalence of sexting experiences among youths aimed at analyzing conceptual and methodological moderators that might explain its heterogeneity. A search was conducted of five bibliographic databases and grey literature up until February 2020. The risk of bias in primary studies was assessed. A total of seventy-nine articles met the set inclusion criteria. Mean prevalences for sending, receiving and forwarding sexts were.14 (95% CI:.12,.17),.31 (95% CI:.26,.36) and.07 (95% CI:.05,.09), respectively, e…

050103 clinical psychologyTest StatisticsSocial SciencesSurveysTime MeasurementDatabase and Informatics MethodsMathematical and Statistical TechniquesCognitionLearning and MemoryPrevalencePsychologyMedicineDatabase SearchingChildMeasurementMultidisciplinaryQStatistics05 social sciencesRMetaanalysisResearch AssessmentModerationSystematic reviewResearch DesignHomogeneousMeta-analysisPhysical SciencesMedicineEngineering and TechnologyResearch Article050104 developmental & child psychologySystematic ReviewsAdolescentSciencePeer ReviewSexual BehaviorMEDLINESubgroup analysisResearch and Analysis MethodsFace RecognitionThree levelMemoryHumans0501 psychology and cognitive sciencesStatistical MethodsText MessagingSurvey ResearchData collectionbusiness.industryCognitive PsychologyBiology and Life SciencesAdolescent BehaviorCognitive SciencePerceptionSelf ReportSexualitatbusinessMathematicsNeuroscienceDemography
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