Search results for "Association studies"

showing 10 items of 216 documents

DeepWAS: Multivariate genotype-phenotype associations by directly integrating regulatory information using deep learning

2020

Genome-wide association studies (GWAS) identify genetic variants associated with traits or diseases. GWAS never directly link variants to regulatory mechanisms. Instead, the functional annotation of variants is typically inferred by post hoc analyses. A specific class of deep learning-based methods allows for the prediction of regulatory effects per variant on several cell type-specific chromatin features. We here describe “DeepWAS”, a new approach that integrates these regulatory effect predictions of single variants into a multivariate GWAS setting. Thereby, single variants associated with a trait or disease are directly coupled to their impact on a chromatin feature in a cell type. Up to…

0301 basic medicineMultivariate analysisGene ExpressionGenome-wide association studyBiochemistry0302 clinical medicineGenotypeMedicine and Health SciencesBiology (General)0303 health sciencesDNA methylationEcologyChromosome BiologyNeurodegenerative DiseasesGenomicsChromatinChromatinNucleic acidsNeurologyComputational Theory and MathematicsModeling and SimulationDNA methylationTraitEpigeneticsDNA modificationFunction and Dysfunction of the Nervous SystemChromatin modificationResearch ArticleMultiple SclerosisQH301-705.5Quantitative Trait LociImmunologySingle-nucleotide polymorphismComputational biologyBiologyQuantitative trait locusPolymorphism Single NucleotideAutoimmune DiseasesMolecular Genetics03 medical and health sciencesCellular and Molecular NeuroscienceDeep LearningGenome-Wide Association StudiesGeneticsHumansGeneMolecular BiologyGenetic Association StudiesEcology Evolution Behavior and Systematics030304 developmental biologyGenetic associationBiology and Life SciencesComputational BiologyHuman GeneticsCell BiologyDNAGenome AnalysisDemyelinating Disorders030104 developmental biologyGenetic LociMultivariate AnalysisClinical ImmunologyClinical Medicine030217 neurology & neurosurgeryGenome-Wide Association StudyPLOS Computational Biology
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Inherited variants in XRCC2 and the risk of breast cancer

2019

Background XRCC2 participates in homologous recombination and in DNA repair. XRCC2 has been reported to be a breast cancer susceptibility gene and is now included in several breast cancer susceptibility gene panels. Methods We sequenced XRCC2 in 617 Polish women with familial breast cancer and found a founder mutation. We then genotyped 12,617 women with breast cancer and 4599 controls for the XRCC2 founder mutation. Results We identified a recurrent truncating mutation of XRCC2 (c.96delT, p.Phe32fs) in 3 of 617 patients with familial breast cancer who were sequenced. The c.96delT mutation was then detected in 29 of 12,617 unselected breast cancer cases (0.23%) compared to 11 of 4599 cancer…

0301 basic medicineOncologyAdultCancer Researchmedicine.medical_specialtyGenotypeXRCC2DNA repairEpidemiologyBreast NeoplasmsXRCC203 medical and health sciences0302 clinical medicineBreast cancerBreast cancerMutation RateInternal medicinemedicineHumansGenetic TestingAlleleMutation frequencyskin and connective tissue diseasesGeneAllelesGenetic Association StudiesAgedbusiness.industryMiddle Agedmedicine.diseaseDNA-Binding Proteins030104 developmental biologyHereditaryOncology030220 oncology & carcinogenesisMutation (genetic algorithm)MutationFemalePolandbusinessHomologous recombinationBreast Cancer Research and Treatment
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Genetically elevated gamma-glutamyltransferase and Alzheimer's disease

2018

Observational epidemiological evidence supports a linear and independent association between serum gamma-glutamyltransferase (GGT) concentrations and the risk of Alzheimer's disease (AD). However, the causality of this association has not been previously investigated. We sought to assess the causal nature of this association using a Mendelian randomization (MR) approach. Using inverse-variance weighted MR analysis, we assessed the association between GGT and AD using summary statistics for single nucleotide polymorphism (SNP)-AD associations obtained from the International Genomics of Alzheimer's Project of 17,008 individuals with AD and 37,154 controls. We used 26 SNPs significantly associ…

0301 basic medicineOncologyAgingentsyymitDisease030204 cardiovascular system & hematologyAlzheimerin tautiBiochemistryGWAS genome-wide association studiestransferaasit0302 clinical medicineEndocrinologyEpidemiologyMedicineNHGRI National Human Genome Research InstituteGamma-glutamyltransferasebiologyMR Mendelian randomizationGenetic Pleiotropyta3142SNP single nucleotide polymorphismAlzheimer's disease3. Good healthEuropeAD Alzheimer's diseasegeneettiset tekijätmedicine.medical_specialtySingle-nucleotide polymorphismGRS genetic risk scoreta3111Polymorphism Single NucleotideArticle03 medical and health sciencesAlzheimer DiseaseInternal medicineMendelian randomizationGeneticsMendelian randomizationSNPHumansMolecular Biologybusiness.industryGGT gamma-glutamyltransferaseIGAP International Genomics of Alzheimer's ProjectGenetic VariationGamma-glutamyltransferaseCell BiologyOdds ratioMendelian Randomization AnalysisConfidence intervalCI confidence intervalOR odds ratio030104 developmental biologyCase-Control Studiesbiology.proteinbusinessSD standard deviationGenome-Wide Association StudyExperimental Gerontology
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Genomic Amplifications and Distal 6q Loss: Novel Markers for Poor Survival in High-risk Neuroblastoma Patients.

2018

Abstract Background Neuroblastoma is characterized by substantial clinical heterogeneity. Despite intensive treatment, the survival rates of high-risk neuroblastoma patients are still disappointingly low. Somatic chromosomal copy number aberrations have been shown to be associated with patient outcome, particularly in low- and intermediate-risk neuroblastoma patients. To improve outcome prediction in high-risk neuroblastoma, we aimed to design a prognostic classification method based on copy number aberrations. Methods In an international collaboration, normalized high-resolution DNA copy number data (arrayCGH and SNP arrays) from 556 high-risk neuroblastomas obtained at diagnosis were coll…

0301 basic medicineOncologyCancer ResearchSomatic cellNeuroblastoma0302 clinical medicineGene duplicationMedicine and Health SciencesHigh risk neuroblastomaN-Myc Proto-Oncogene ProteinABNORMALITIESIntensive treatmentGenomicsArticlesPrognosis3. Good healthOncologyChild Preschool030220 oncology & carcinogenesisChromosomes Human Pair 6Chromosome DeletionINTEGRATIONmedicine.medical_specialtyDNA Copy Number VariationsCLASSIFICATION03 medical and health sciencesAGEInternal medicineNeuroblastomaSTRATIFICATIONClinical heterogeneityBiomarkers TumormedicineHumansGenetic Predisposition to DiseaseCopy number aberrationneoplasmsGenetic Association StudiesNeoplasm StagingACCUMULATIONbusiness.industryOUTCOME PREDICTIONGene AmplificationInfantBiology and Life SciencesDNAmedicine.diseaseDELINEATION030104 developmental biologyCOPY NUMBEROutcome predictionbusiness
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Usefulness of current candidate genetic markers to identify childhood cancer patients at risk for platinum-induced ototoxicity: Results of the Europe…

2020

Background Irreversible sensorineural hearing loss is a common side effect of platinum treatment with the potential to significantly impair the neurocognitive, social and educational development of childhood cancer survivors. Genetic association studies suggest a genetic predisposition for cisplatin-induced ototoxicity. Among other candidate genes, thiopurine methyltransferase (TPMT) is considered a critical gene for susceptibility to cisplatin-induced hearing loss in the FDA drug label and a pharmacogenetic guideline. The aim of this cross-sectional cohort study was to confirm the genetic associations in a large pan-European population and to evaluate the diagnostic accuracy of the genetic…

0301 basic medicineOncologyMaleCancer ResearchCandidate genePharmacogenomic VariantsCancer survivorsCHILDRENAnti-neoplastic drugsVARIANTSOCT2Carboplatin0302 clinical medicineHearingRisk FactorsNeoplasmsTPMTHearing / drug effectsProspective StudiesAge of OnsetChild610 Medicine & healthPREDICTORSmedia_commonHearing Loss Sensorineural / physiopathologyeducation.field_of_studyddc:618Thiopurine methyltransferasebiologycarboplatin [Cisplatin]Neoplasms / drug therapyOrganic Cation Transporter 2EuropeOncologyCisplatin: carboplatinCisplatin / adverse effects030220 oncology & carcinogenesisChild PreschoolOrganic Cation Transporter 2 / geneticsFemaleSENSITIVITYChildhood cancer360 Social problems & social servicesCohort studyDrug-induced ototoxicitymedicine.medical_specialtyINDUCED HEARING-LOSSAdolescentMulticenter cohort studyHearing Loss SensorineuralPopulationAdverse drug reactionAntineoplastic AgentsPolymorphism Single NucleotideRisk AssessmentHearing Loss Sensorineural / chemically inducedCarboplatin / adverse effects03 medical and health sciencesACYP2OtotoxicitySDG 3 - Good Health and Well-beingInternal medicinemedicineGenetic predispositionmedia_common.cataloged_instanceHumansGenetic Predisposition to DiseaseCISPLATIN-INDUCED OTOTOXICITYEuropean unioneducationGenetic Association StudiesGenetic associationRetrospective Studiesbusiness.industryAntineoplastic Agents / adverse effectsInfant NewbornInfantOdds ratioGuidelinemedicine.diseaseOtotoxicityCOMTPharmacogenomic Testing030104 developmental biologyCross-Sectional StudiesPharmacogeneticsbiology.proteinGenetic markersHearing Loss Sensorineural / geneticsCisplatinbusinessPharmacogenetics
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Genomic profiling in advanced stage non-small-cell lung cancer patients with platinum-based chemotherapy identifies germline variants with prognostic…

2017

Abstract Objective The aim of the study was to investigate the relationship between germline variations as a prognosis biomarker in patients with advanced Non-Small-Cell-Lung-Cancer (NSCLC) subjected to first-line platinum-based treatment. Materials and Methods We carried out a two-stage genome-wide-association study in non-small-cell lung cancer patients with platinum-based chemotherapy in an exploratory sample of 181 NSCLC patients from Caucasian origin, followed by a validation on 356 NSCLC patients from the same ancestry (Valencia, Spain). Results We identified germline variants in SMYD2 as a prognostic factor for survival in patients with advanced NSCLC receiving chemotherapy. SMYD2 al…

0301 basic medicineOncologyMaleCancer Researchmedicine.medical_specialtyLung NeoplasmsGenotyping Techniquesmedicine.medical_treatmentGenome-wide association studyAntineoplastic AgentsDiseasemedicine.disease_causeNSCLCPrognostic factorsGenome-Wide-Association StudiesGermline03 medical and health sciencesInternal medicineCarcinoma Non-Small-Cell LungGenetic variationmedicineBiomarkers TumorHumansAlleleLung cancerGerm-Line MutationNeoplasm StagingPlatinumChemotherapyAdvanced stagebusiness.industryGenetic VariationHistone-Lysine N-Methyltransferasemedicine.diseasePrognosis030104 developmental biologyOncologySpainDisease ProgressionFemaleLung cancerCarcinogenesisbusinessGenome-Wide Association Study
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Jacobsen syndrome and neonatal bleeding: report on two unrelated patients

2021

Abstract Introduction In 1973, Petrea Jacobsen described the first patient showing dysmorphic features, developmental delay and congenital heart disease (atrial and ventricular septal defect) associated to a 11q deletion, inherited from the father. Since then, more than 200 patients have been reported, and the chromosomal critical region responsible for this contiguous gene disorder has been identified. Patients’ presentation We report on two unrelated newborns observed in Italy affected by Jacobsen syndrome (JBS, also known as 11q23 deletion). Both patients presented prenatal and postnatal bleeding, growth and developmental delay, craniofacial dysmorphisms, multiple congenital anomalies, a…

0301 basic medicinePediatricsmedicine.medical_specialtyGenotype-phenotype correlationHeart diseaseGenetic counselingCase ReportIn situ hybridization030105 genetics & heredityPediatricsRJ1-57003 medical and health sciences0302 clinical medicineaCGHJBSmedicineHumansJacobsen Distal 11q Deletion SyndromeJacobsen syndromeCraniofacialGenetic Association StudiesCerebral Hemorrhage11q23 deletionbusiness.industryInfant NewbornEarly diagnosimedicine.diseaseEarly diagnosisPancytopeniaThrombocytopeniaItalyFemalePresentation (obstetrics)business030217 neurology & neurosurgeryComparative genomic hybridizationItalian Journal of Pediatrics
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Diagnostic Targeted Resequencing in 349 Patients with Drug-Resistant Pediatric Epilepsies Identifies Causative Mutations in 30 Different Genes

2017

Targeted resequencing gene panels are used in the diagnostic setting to identify gene defects in epilepsy. We performed targeted resequencing using a 30-genes panel and a 95-genes panel in 349 patients with drug-resistant epilepsies beginning in the first years of life. We identified 71 pathogenic variants, 42 of which novel, in 30 genes, corresponding to 20.3% of the probands. In 66% of mutation positive patients seizures onset occurred before age 6 months. The 95-genes panel allowed a genetic diagnosis in 22 (6.3%) patients that would have otherwise been missed using the 30-gene panel. About 50% of mutations were identified in genes coding for sodium and potassium channel components. SCN2…

0301 basic medicineProbandMaleCDKL5Drug Resistancemedicine.disease_causeBioinformaticsEpilepsyAnticonvulsantSTXBP1Age of OnsetChildGenetics (clinical)AlleleMutationepilepsy; next-generation sequencing; gene panel; mutationPhenotypeMagnetic Resonance ImagingSettore MED/39 - Neuropsichiatria Infantile3. Good healthPhenotypeChild PreschoolAnticonvulsantsFemaleSequence AnalysisHumanAdolescentGenotypeGenetic Association StudieBiologyMECP203 medical and health sciencesGeneticgene panelGeneticsmedicineHumansGenetic Predisposition to DiseasePreschoolGeneAllelesGenetic Association StudiesGene Expression ProfilingInfant NewbornComputational BiologyInfantMolecular Sequence AnnotationDNASequence Analysis DNANewbornmedicine.disease030104 developmental biologyepilepsynext-generation sequencingmutation
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HCN1 mutation spectrum: from neonatal epileptic encephalopathy to benign generalized epilepsy and beyond

2018

International audience; Hyperpolarization-activated cyclic nucleotide-gated (HCN) channels control neuronal excitability and their dysfunction has been linked to epileptogenesis but few individuals with neurological disorders related to variants altering HCN channels have been reported so far. In 2014, we described five individuals with epileptic encephalopathy due to de novo HCN1 variants. To delineate HCN1-related disorders and investigate genotype-phenotype correlations further, we assembled a cohort of 33 unpublished patients with novel pathogenic or likely pathogenic variants: 19 probands carrying 14 different de novo mutations and four families with dominantly inherited variants segre…

0301 basic medicineProbandMaleModels MolecularPotassium Channels[SDV]Life Sciences [q-bio]Medizinmedicine.disease_causeEpileptogenesisMembrane PotentialsEpilepsy0302 clinical medicineHyperpolarization-Activated Cyclic Nucleotide-Gated ChannelsMissense mutationChildGeneticsMutationMiddle AgedPhenotype3. Good healthTransmembrane domainclinical spectrum; epilepsy; HCN1; intellectual disability; ion channelintellectual disabilityChild PreschoolEpilepsy GeneralizedFemaleSpasms InfantileAdultAdolescentCHO CellsBiology03 medical and health sciencesYoung AdultCricetulusHCN1medicineAnimalsHumansGeneralized epilepsyGenetic Association StudiesAgedInfantmedicine.diseaseElectric Stimulationclinical spectrum030104 developmental biologyMutationion channelMutagenesis Site-DirectedepilepsyNeurology (clinical)030217 neurology & neurosurgery
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7q31.32 partial duplication: First report of a child with dysmorphism, autistic spectrum disorder, moderate intellectual disability and, epilepsy. Li…

2019

Abstract Introduction Duplication of long arm of chromosome 7(q) is uncommon. It may occur as “pure”, isolated anomaly or in association with other mutations involving the same or other chromosomes. “Pure” chromosome 7q duplication has recently been classified by segment involved: the interstitial, proximal, or distal segment of the arm. Attempts to correlate genotype with phenotype in each group has yielded questionable results even though intellective disability and minor dysmorphic features of variable types are typically seen. Material and Methods In a young boy showing minor facial dysmorphism, language delay, autistic spectrum disorder, epileptic seizures, behavioral disturbances and …

0301 basic medicineProbandPediatricsmedicine.medical_specialtyAutism Spectrum DisorderLanguage delayDevelopmental DisabilitiesIrritabilityChromosomes03 medical and health sciencesEpilepsy0302 clinical medicineIntellectual DisabilityGene duplicationIntellectual disabilityHumansMedicineGenetic Association StudiesChromosome 7 (human)Epilepsybusiness.industrymedicine.disease7q31.32 duplicationDysmorphism030104 developmental biologyAutistic spectrum disorderNeurologyAutism spectrum disorderPair 7Neurology (clinical)medicine.symptombusinessChromosomes Human Pair 7030217 neurology & neurosurgeryHumanEpilepsy Research
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