Search results for "test"

showing 10 items of 19001 documents

Use of deep learning methods to translate drug-induced gene expression changes from rat to human primary hepatocytes

2020

In clinical trials, animal and cell line models are often used to evaluate the potential toxic effects of a novel compound or candidate drug before progressing to human trials. However, relating the results of animal and in vitro model exposures to relevant clinical outcomes in the human in vivo system still proves challenging, relying on often putative orthologs. In recent years, multiple studies have demonstrated that the repeated dose rodent bioassay, the current gold standard in the field, lacks sufficient sensitivity and specificity in predicting toxic effects of pharmaceuticals in humans. In this study, we evaluate the potential of deep learning techniques to translate the pattern of …

0301 basic medicineGene ExpressionGene Expression Regulation/drug effectsPathology and Laboratory MedicineConvolutional neural networkTOXICITYMachine LearningVoeding Metabolisme en GenomicaTime Measurement0302 clinical medicineGene expressionMedicine and Health SciencesMeasurementClinical Trials as TopicMultidisciplinaryArtificial neural networkPharmaceuticsQRMetabolism and GenomicsTOXICOGENOMICS030220 oncology & carcinogenesisMetabolisme en GenomicaMedicineEngineering and TechnologyNutrition Metabolism and GenomicsHepatocytes/drug effectsAlgorithmsResearch ArticleComputer and Information SciencesClinical Trials as Topic/statistics & numerical dataNeural NetworksGenetic ToxicologyTOXICOLOGYSciencePredictive ToxicologyComputational biologyBiologyComputer03 medical and health sciencesDose Prediction MethodsDeep LearningVoedingArtificial IntelligenceIn vivoGeneticsLife ScienceAnimalsHumansGeneNutritionbusiness.industryDeep learningBiology and Life SciencesGold standard (test)REPRESENTATIONSRats030104 developmental biologyGene Expression RegulationHepatocytesArtificial intelligenceNeural Networks ComputerToxicogenomicsbusinessNeuroscience
researchProduct

NOX2ko Mice Show Largely Increased Expression of a Mutated NOX2 mRNA Encoding an Inactive NOX2 Protein

2020

Background: The superoxide-generating enzyme nicotinamide adenine dinucleotide phosphate (NADPH) oxidase (NOX2 or gp91phox, the phagocytic isoform) was reported as a major source of oxidative stress in various human diseases. Genetic deletion is widely used to study the impact of NOX2-derived reactive oxygen species (ROS) on disease development and progression in various animal models. Here, we investigate why NOX2 knockout mice show no NOX2 activity but express NOX2 mRNA and protein. Methods and Results: Oxidative burst (NOX2-dependent formation of ROS) was measured by L-012-based chemiluminescence and was largely absent in whole blood of NOX2 knockout mice. Protein expression was still de…

0301 basic medicineGene isoformPhysiologyClinical Biochemistrynext generation sequencing (NGS)030204 cardiovascular system & hematologymedicine.disease_causeBiochemistryArticlenicotinamide adenine dinucleotide phosphate (NADPH) oxidase (NOX2) knockout mice03 medical and health scienceschemistry.chemical_compound0302 clinical medicineWestern blotmedicineMolecular BiologyGeneMessenger RNAmedicine.diagnostic_testurogenital systemCell BiologyMolecular biologyRespiratory burst030104 developmental biologychemistryKnockout mousecardiovascular systemoxidative stress related diseasetruncated and inactive mutanthormones hormone substitutes and hormone antagonistsOxidative stressNicotinamide adenine dinucleotide phosphatecirculatory and respiratory physiologyAntioxidants
researchProduct

Effect of video capture time on sperm kinematic parameters in breeding boars

2019

Abstract Computer Assisted Semen Analysis (CASA) technology is being a common tool in the seminal analysis for seminal doses production in farm animals. The aim of the present work was to define the optimal capturing time for a correct evaluation of boar sperm motility. Six sexually mature boars from the Topigs Lines, were used as semen donors. ISASv1 CASA-Mot system was used with an image acquisition rate of 50 Hz for two seconds capturing. Obtained video frames were fragmented into four segments corresponding to 0.5, 1.0, 1.5 and 2.0 s. ISASD4C20 counting chambers, warmed at 37 °C were used. Total and progressive motility were not affected by capture time. Capture time had a significant e…

0301 basic medicineGeneral Veterinarymedicine.diagnostic_testurogenital systemVideo capture0402 animal and dairy science04 agricultural and veterinary sciencesKinematicsBiologySemen analysis040201 dairy & animal scienceSpermAndrology03 medical and health sciences030104 developmental biologymedicineImage acquisitionAnimal Science and ZoologySemen DonorsBoar spermLivestock Science
researchProduct

Assessment of embryo morphology and developmental dynamics by time-lapse microscopy: is there a relation to implantation and ploidy?

2017

Time-lapse microscopy (TLM) is an exciting novel technology with great potential for enhancing embryo selection in the embryology laboratory. This non-invasive objective assessment of embryos has provided a new tool for predicting embryo development and implantation potential. TLM detects several morphological phenomena that are often missed with static observations using conventional incubators, such as irregular divisions, blastocyst collapse and re-expansion, timing of blastocoel appearance, and timing of formation and internalization of fragments. Nevertheless, it should be recognized that conventional morphological assessment has been widely accepted as the gold standard by most embryo…

0301 basic medicineGenetic MarkersCell SurvivalAneuploidyFertilization in VitroBiologyTime-Lapse ImagingTime-lapse microscopy03 medical and health sciences0302 clinical medicinePredictive Value of TestsPregnancymedicineSingle Embryo TransferHumansBlastocystEmbryo ImplantationGeneticsMicroscopy030219 obstetrics & reproductive medicinePloidiesEmbryogenesisBlastocoelPregnancy OutcomeObstetrics and GynecologyEmbryomedicine.diseaseCell biology030104 developmental biologymedicine.anatomical_structureBlastocystFertilityTreatment OutcomeReproductive MedicineEmbryologyInfertilityembryonic structuresFemalePloidyFertility and sterility
researchProduct

Histone macroH2A1.2 promotes metabolic health and leanness by inhibiting adipogenesis

2016

Background Obesity has tremendous impact on the health systems. Its epigenetic bases are unclear. MacroH2A1 is a variant of histone H2A, present in two alternatively exon-spliced isoforms macroH2A1.1 and macroH2A1.2, regulating cell plasticity and proliferation, during pluripotency and tumorigenesis. Their role in adipose tissue plasticity is unknown. Results Here, we show evidence that macroH2A1.1 protein levels in the visceral adipose tissue of obese humans positively correlate with BMI, while macroH2A1.2 is nearly absent. We thus introduced a constitutive GFP-tagged transgene for macroH2A1.2 in mice, and we characterized their metabolic health upon being fed a standard chow diet or a hig…

0301 basic medicineGenetically modified mouseCyclin-Dependent Kinase Inhibitor p21macroh2a1.2TransgeneAdipose tissueAdipose tissueMice TransgenicBiologyCarbohydrate metabolismDiet High-FatBody Mass IndexCell LineHistones03 medical and health sciencesMiceHistone variantGeneticsAnimalsHumansInsulinEpigeneticsAdipose tissue Histone variants Obesity macroh2a1.2ObesityTranscription factorPancreasMolecular BiologyUncoupling Protein 1SkinHistone variantsAdipogenesisResearchCell DifferentiationGlucose Tolerance TestMolecular biologyCell biologyMice Inbred C57BL030104 developmental biologyPhenotypeLiverMetabolic EngineeringAdipogenesisDNA methylationAdipose tissue; Histone variants; macroh2a1.2; Obesity; Molecular Biology; Genetics
researchProduct

Shifts in gut microbiota composition in an APP/PSS1 transgenic mouse model of Alzheimer's disease during lifespan.

2017

Alzheimer's disease (AD) is the most common form of dementia and one of the major causes of disability and dependency in older people. Accumulating evidences link gut microbiota with different diseases and its relationship with neurodegenerative diseases is becoming most intriguing. This study was aimed to compare the gut microbiota of transgenic APP/PS1 (TG) mice, a well‐established deterministic mouse model of AD, with their C57BL/6 wild‐type (WT) littermates. Faecal samples were collected from 3‐, 6‐ and 24‐month‐old mice and analysed by pyrosequencing of the V1–V3 region of the bacterial 16S rRNA genes. Bacterial profiles were similar in all young mice (3 months old), and started to div…

0301 basic medicineGenetically modified mouseMaleAgingRikenellaceaeTransgeneFirmicutesMice TransgenicDiseaseGut floraApplied Microbiology and Biotechnology03 medical and health sciencesMiceAlzheimer DiseaseRNA Ribosomal 16SProteobacteriamedicineDementiaIndicatorsAnimalsHumansNeuroinflammationMarkersbiologyIntestinal microbiologyBacteroidetesbiology.organism_classificationmedicine.diseaseGastrointestinal MicrobiomeMice Inbred C57BLDisease Models Animal030104 developmental biologyAgeingImmunologyMicrobial structureDisease processesLetters in applied microbiology
researchProduct

Data on the effects of low iron diet on serum lipid profile in HCV transgenic mouse model

2017

Here, we presented new original data on the effects of iron depletion on the circulating lipid profile in B6HCV mice, a murine model of HCV-related dyslipidemia. Male adult B6HCV mice were subjected to non-invasive iron depletion by low iron diet. Serum iron concentration was assessed for evaluating the effects of the dietary iron depletion. Concentrations of circulating triglycerides, total cholesterol, Low Density Lipoproteins (LDLs), High Density Lipoproteins (HDLs) were analyzed and reported by using stacked line charts. The present data indicated that low serum iron concentration is associated to i) lower serum triglycerides concentrations and ii) increased circulating LDLs. The presen…

0301 basic medicineGenetically modified mousemedicine.medical_specialtyLow density lipoproteins3304High densityLow density lipoproteinlcsh:Computer applications to medicine. Medical informaticsTriglyceride03 medical and health sciences0302 clinical medicineInternal medicinemedicineIron depletion; Low density lipoproteins; Triglycerides; 3304; MultidisciplinarySerum triglycerideslcsh:Science (General)TriglyceridesData ArticleDietary ironMultidisciplinarymedicine.diagnostic_testChemistrymedicine.diseaseIron depletion030104 developmental biologyEndocrinologyBiochemistrySerum ironlcsh:R858-859.7030211 gastroenterology & hepatologylipids (amino acids peptides and proteins)Lipid profileDyslipidemiaIron depletionlcsh:Q1-390Data in Brief
researchProduct

2017

Purpose BRCA1/2 mutations increase the risk of breast and prostate cancer in men. Common genetic variants modify cancer risks for female carriers of BRCA1/2 mutations. We investigated—for the first time to our knowledge—associations of common genetic variants with breast and prostate cancer risks for male carriers of BRCA1/ 2 mutations and implications for cancer risk prediction. Materials and Methods We genotyped 1,802 male carriers of BRCA1/2 mutations from the Consortium of Investigators of Modifiers of BRCA1/2 by using the custom Illumina OncoArray. We investigated the combined effects of established breast and prostate cancer susceptibility variants on cancer risks for male carriers of…

0301 basic medicineGeneticsOncologyCancer Researchmedicine.medical_specialtymedicine.diagnostic_testbusiness.industryCase-control studyGenome-wide association studyOdds ratiomedicine.disease3. Good health03 medical and health sciencesProstate cancer030104 developmental biology0302 clinical medicineBreast cancerOncology030220 oncology & carcinogenesisInternal medicinemedicineOverdiagnosisbusinessRisk assessmentGenetic testingJournal of Clinical Oncology
researchProduct

Diagnostic odyssey in severe neurodevelopmental disorders: toward clinical whole-exome sequencing as a first-line diagnostic test

2016

The current standard of care for diagnosis of severe intellectual disability (ID) and epileptic encephalopathy (EE) results in a diagnostic yield of ∼50%. Affected individuals nonetheless undergo multiple clinical evaluations and low-yield laboratory tests often referred to as a 'diagnostic odyssey'. This study was aimed at assessing the utility of clinical whole-exome sequencing (WES) in individuals with undiagnosed and severe forms of ID and EE, and the feasibility of its implementation in routine practice by a small regional genetic center. We performed WES in a cohort of 43 unrelated individuals with undiagnosed ID and/or EE. All individuals had undergone multiple clinical evaluations a…

0301 basic medicineGeneticsPediatricsmedicine.medical_specialtybusiness.industryEpileptic encephalopathyFirst lineSequencing dataData interpretationDiagnostic testmedicine.disease3. Good health03 medical and health sciences030104 developmental biologyCohortIntellectual disabilityGeneticsmedicinebusinessGenetics (clinical)Exome sequencingClinical Genetics
researchProduct

Genetic Analysis of Human Preimplantation Embryos

2016

Preimplantation development comprises the initial stages of mammalian development, before the embryo implants into the mother's uterus. In normal conditions, after fertilization the embryo grows until reaching blastocyst stage. The blastocyst grows as the cells divide and the cavity expands, until it arrives at the uterus, where it "hatches" from the zona pellucida to implant into the uterine wall. Nevertheless, embryo quality and viability can be affected by chromosomal abnormalities, most of which occur during gametogenesis and early embryo development; human embryos produced in vitro are especially vulnerable. Therefore, the selection of chromosomally normal embryos for transfer in assis…

0301 basic medicineGeneticsPregnancyanimal structures030219 obstetrics & reproductive medicinemedicine.diagnostic_testGenetic disorderEmbryoBiologymedicine.diseasePreimplantation genetic diagnosisAndrology03 medical and health sciences030104 developmental biology0302 clinical medicinemedicine.anatomical_structureembryonic structuresmedicineBlastocystZona pellucidaEmbryo qualityGenetic testing
researchProduct