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Machine Learning-Based Approach Highlights the Use of a Genomic Variant Profile for Precision Medicine in Ovarian Failure

2021

Ovarian failure (OF) is a common cause of infertility usually diagnosed as idiopathic, with genetic causes accounting for 10–25% of cases. Whole-exome sequencing (WES) may enable identifying contributing genes and variant profiles to stratify the population into subtypes of OF. This study sought to identify a blood-based gene variant profile using accumulation of rare variants to promote precision medicine in fertility preservation programs. A case–control (n = 118, n = 32, respectively) WES study was performed in which only non-synonymous rare variants &lt

0301 basic medicineInfertilityOncologygenomic taxonomymedicine.medical_specialtyprecision medicineovarian failurePopulationMedicine (miscellaneous)BiologyGenoma humàArticlewhole exome sequencing03 medical and health sciences0302 clinical medicineInternal medicinemedicinesingle nucleotide variantFertility preservationeducationGeneExome sequencingeducation.field_of_study030219 obstetrics & reproductive medicinebusiness.industryRpersonalized medicinePrecision medicinemedicine.diseaseprediction modelMinor allele frequency030104 developmental biologyGinecologiaMedicineovaryPersonalized medicineinfertilitybusinessgenome variant profileJournal of Personalized Medicine
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A Genomic and Proteomic Approach to Identify and Quantify the Expressed Bacillus thuringiensis Proteins in the Supernatant and Parasporal Crystal

2018

The combined analysis of genomic and proteomic data allowed us to determine which cry and vip genes are present in a Bacillus thuringiensis (Bt) isolate and which ones are being expressed. Nine Bt isolates were selected from Spanish collections of Bt based on their vip1 and vip2 gene content. As a first step, nine isolates were analyzed by PCR to select those Bt isolates that contained genes with the lowest similarity to already described vip1 and vip2 genes (isolates E-SE10.2 and O-V84.2). Two selected isolates were subjected to a combined genomic and proteomic analysis. The results showed that the Bt isolate E-SE10.2 codifies for two new vegetative proteins, Vip2Ac-like_1 and Sip1Aa-like_…

0301 basic medicineInsecticidesbiologyInsect pest controlHealth Toxicology and MutagenesisSingle typelcsh:Rcry proteinslcsh:Medicinevip proteinsToxicologybiology.organism_classificationMolecular biologyinsect pest control; crop protection; vip proteins; cry proteins03 medical and health sciences030104 developmental biologyinsect pest controlBacillus thuringiensisGeneProteïnescrop protection
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Association between Leptin and Complement in Hepatitis C Patients with Viral Clearance: Homeostasis of Metabolism and Immunity

2016

Background The association between leptin and complement in hepatitis C virus (HCV) infection remains unknown. Methods A prospective study was conducted including 474 (250 genotype 1, 224 genotype 2) consecutive chronic hepatitis C (CHC) patients who had completed an anti-HCV therapy course and undergone pre-therapy and 24-week post-therapy assessments of interferon λ3-rs12979860 and HCV RNA/genotypes, anthropometric measurements, metabolic and liver profiles, and complement component 3 (C3), C4, and leptin levels. Results Of the 474 patients, 395 had a sustained virological response (SVR). Pre-therapy leptin levels did not differ between patients with and without an SVR. Univariate and mul…

0301 basic medicineLeptinRNA virusesMaleSteatosisSustained Virologic ResponsePhysiologyPeptide Hormoneslcsh:MedicineAminotransferasesHepacivirusmedicine.disease_causeGastroenterologyBiochemistryBody Mass IndexCytopathologychemistry.chemical_compoundMathematical and Statistical TechniquesHomeostasisProspective Studieslcsh:SciencePathology and laboratory medicineMultidisciplinaryComplement component 3Hepatitis C virusLeptinAlanine TransaminaseComplement C4Hepatitis CComplement C3Medical microbiologyMiddle AgedLipidsEnzymesmedicine.anatomical_structureCholesterolVirusesPhysical SciencesRNA ViralFemaleViral ClearancePathogensStatistics (Mathematics)Research ArticleAdultmedicine.medical_specialtyGenotypeHepatitis C virusResearch and Analysis MethodsMicrobiologyAntiviral AgentsPolymorphism Single Nucleotide03 medical and health sciencesTransferasesWhite blood cellInternal medicineVirologymedicineHumansStatistical MethodsAgedMedicine and health sciencesFlavivirusesCholesterolbusiness.industryInterleukinslcsh:ROrganismsViral pathogensBiology and Life SciencesProteinsComplement System ProteinsHepatitis C Chronicmedicine.diseaseHormonesHepatitis virusesMicrobial pathogens030104 developmental biologychemistryAnatomical PathologyImmunologyMultivariate AnalysisEnzymologylcsh:QInterferonsSteatosisbusinessPhysiological ProcessesBody mass indexMathematicsViral Transmission and InfectionPLoS ONE
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Conformational dynamics of a single protein monitored for 24 hours at video rate

2018

We use plasmon rulers to follow the conformational dynamics of a single protein for up to 24 h at a video rate. The plasmon ruler consists of two gold nanospheres connected by a single protein linker. In our experiment, we follow the dynamics of the molecular chaperone heat shock protein 90 (Hsp90), which is known to show “open” and “closed” conformations. Our measurements confirm the previously known conformational dynamics with transition times in the second to minute time scale and reveals new dynamics on the time scale of minutes to hours. Plasmon rulers thus extend the observation bandwidth 3–4 orders of magnitude with respect to single-molecule fluorescence resonance energy transfer a…

0301 basic medicineLetterProtein ConformationMolecular ConformationFOS: Physical sciencesHsp90Bioengineeringsingle molecule02 engineering and technology7. Clean energyQuantitative Biology - Quantitative Methods03 medical and health sciencesMolecular dynamicsFluorescence Resonance Energy TransferNanotechnologyGeneral Materials ScienceHSP90 Heat-Shock ProteinsPhysics - Biological PhysicsQuantitative Methods (q-bio.QM)PlasmonPhysicsVideo rateMechanical EngineeringProtein dynamics92Biomolecules (q-bio.BM)General ChemistrySurface Plasmon Resonance021001 nanoscience & nanotechnologyCondensed Matter PhysicsGold nanospheres030104 developmental biologyFörster resonance energy transferQuantitative Biology - BiomoleculesBiological Physics (physics.bio-ph)Chemical physicsFOS: Biological sciencesprotein dynamicsPlasmon rulernonergodicityGold0210 nano-technologyLinker
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The first high-density sequence characterized SNP-based linkage map of olive (Olea europaea L. subsp. europaea) developed using genotyping by sequenc…

2016

A number of linkage maps have been previously developed in olive; however, these are mostly composed of markers that have not been characterized at the sequence level, supplemented with smaller numbers of microsatellite markers. In this investigation, we sought to develop a saturated linkage mapping resource for olive composed entirely of sequence characterized markers. We employed genotyping by sequencing to develop a map of a F2 population derived from the selfing of the cultivar Koroneiki. The linkage map contained a total of 23 linkage groups comprised of 1,597 tagged SNP markers in 636 mapping bins spanning a genetic distance of 1189.7 cM. An additional 6,658 segregating SNPs were asso…

0301 basic medicineLinkage (software)GeneticsSelfingOliveSingle-nucleotide polymorphismF2 progenyPlant ScienceBiologyGenome anchoringDNA sequencingSettore AGR/03 - Arboricoltura Generale E Coltivazioni ArboreeF2 progeny; Genome anchoring; Next-generation sequencing; Olive; Plant habit; Self-compatibility; Tree architecture; Agronomy and Crop Science; Plant Science03 medical and health sciences030104 developmental biologyGenetic distanceSelf-compatibilityTree architectureGenetic linkageNext-generation sequencingMicrosatelliteSNPPlant habitAgronomy and Crop Science
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2018

Genome-Wide-Association-Studies have become a powerful method to link point mutations (e.g. single nucleotide polymorphisms (SNPs)) to a certain phenotype or a disease. However, their power to detect SNPs associated to polygenic diseases such as Alzheimer's Disease (AD) is limited, since they can only infer the pairwise relation of single SNPs to the phenotype and ignore possible effects of various SNP combinations. The common method to probe these possible complex genetic patterns is to compute a measure called linkage disequilibrium (LD). Despite the fact that several predictive patterns found with LD could successfully be applied to medical diagnosis, this measure still holds several dra…

0301 basic medicineLinkage (software)education.field_of_studyLinkage disequilibriumPopulationPosterior probabilityGenomicsSingle-nucleotide polymorphismComputational biologyBiology03 medical and health sciences030104 developmental biology0302 clinical medicineSNPeducationCategorical variable030217 neurology & neurosurgeryGenomics and Computational Biology
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Rare coding variants in PLCG2, ABI3, and TREM2 implicate microglial-mediated innate immunity in Alzheimer's disease

2017

International audience; We identified rare coding variants associated with Alzheimer's disease in a three-stage case-control study of 85,133 subjects. In stage 1, we genotyped 34,174 samples using a whole-exome microarray. In stage 2, we tested associated variants (P < 1 × 10-4) in 35,962 independent samples using de novo genotyping and imputed genotypes. In stage 3, we used an additional 14,997 samples to test the most significant stage 2 associations (P < 5 × 10-8) using imputed genotypes. We observed three new genome-wide significant nonsynonymous variants associated with Alzheimer's disease: a protective variant in PLCG2 (rs72824905: p.Pro522Arg, P = 5.38 × 10-10, odds ratio (OR) = 0.68…

0301 basic medicineLinkage disequilibrium[SDV]Life Sciences [q-bio]MedizinSequence HomologyGenome-wide association studygenetics [Alzheimer Disease]metabolism [Microglia]Linkage Disequilibrium0302 clinical medicinegenetics [Protein Interaction Maps]genetics [Membrane Glycoproteins]Gene FrequencyImmunologicgenetics [Adaptor Proteins Signal Transducing]Receptorsgenetics [Exome]Odds RatioInnategenetics [Receptors Immunologic]ExomeProtein Interaction Mapsgenetics [Genetic Predisposition to Disease]Receptors ImmunologicABI3 protein humanGeneticsAdaptor Proteins Signal Transducing; Alzheimer Disease; Amino Acid Sequence; Case-Control Studies; Exome; Gene Expression Profiling; Gene Frequency; Genetic Predisposition to Disease; Genotype; Humans; Immunity Innate; Linkage Disequilibrium; Membrane Glycoproteins; Microglia; Odds Ratio; Phospholipase C gamma; Protein Interaction Maps; Receptors Immunologic; Sequence Homology Amino Acid; Polymorphism Single Nucleotide; GeneticsMembrane GlycoproteinsAdaptor ProteinsSingle NucleotideAdaptor Proteins Signal Transducing; Alzheimer Disease; Amino Acid Sequence; Case-Control Studies; Exome; Gene Expression Profiling; Gene Frequency; Genetic Predisposition to Disease; Genotype; Humans; Immunity Innate; Linkage Disequilibrium; Membrane Glycoproteins; Microglia; Odds Ratio; Phospholipase C gamma; Protein Interaction Maps; Receptors Immunologic; Sequence Homology Amino Acid; Polymorphism Single Nucleotide3. Good health[SDV] Life Sciences [q-bio]Amino AcidSettore MED/26 - NEUROLOGIAgenetics [Phospholipase C gamma][SDV.NEU]Life Sciences [q-bio]/Neurons and Cognition [q-bio.NC]MicrogliaAlzheimer's diseaseCommon disease-common variantGenotypeBiologyPolymorphism Single NucleotideArticle03 medical and health sciencesAlzheimer Diseaseddc:570medicineJournal ArticleGeneticsHumansGenetic Predisposition to Disease[SDV.NEU] Life Sciences [q-bio]/Neurons and Cognition [q-bio.NC]Amino Acid SequencePolymorphismAllele frequencyAdaptor Proteins Signal TransducingTREM2 protein humanSequence Homology Amino AcidTREM2Phospholipase C gammaGene Expression ProfilingCase-control studySignal TransducingImmunitymedicine.diseaseR1Immunity InnateMinor allele frequencygenetics [Immunity Innate]030104 developmental biologyCase-Control StudiesHuman medicine030217 neurology & neurosurgery
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The membrane-bound O-acyltransferase domain-containing 7 variant rs641738 increases inflammation and fibrosis in chronic hepatitis B.

2017

Chronic hepatitis B (CHB) is characterized by hepatic inflammation that promotes progression to cirrhosis and predisposes to the development of hepatocellular carcinoma (HCC). Subtle interindividual genetic variation as well as viral and environmental factors interact to determine disease progression between individuals. Recently, the rs641738 membrane-bound O-acyltransferase domain-containing 7 (MBOAT7) polymorphism was demonstrated to influence histological liver damage in alcoholic liver disease, nonalcoholic fatty liver disease, and hepatitis C, but no data are available for CHB. We evaluated rs641738 influence on disease severity in a cohort of 1,101 patients with CHB. Forty-two patien…

0301 basic medicineLiver CirrhosisMaleAlcoholic liver diseaseCirrhosisSex FactorSeverity of Illness IndexCohort StudiesGene FrequencyFibrosisNon-alcoholic Fatty Liver DiseaseNonalcoholic fatty liver diseaseAge FactorProspective StudiesChronicMembrane ProteinMultivariate AnalysiAge FactorsHepatitis CSingle NucleotideMiddle AgedHepatitis BPrognosisHepatocellular carcinomaDisease ProgressionFemaleHumanAdultmedicine.medical_specialtyLogistic ModelPrognosiAcyltransferaseLiver CirrhosiAcetyltransferases; Acyltransferases; Adult; Age Factors; Cohort Studies; Confidence Intervals; Disease Progression; Female; Gene Frequency; Genetic Predisposition to Disease; Hepatitis B Chronic; Humans; Liver Cirrhosis; Logistic Models; Male; Membrane Proteins; Middle Aged; Multivariate Analysis; Non-alcoholic Fatty Liver Disease; Polymorphism Single Nucleotide; Prognosis; Prospective Studies; Risk Assessment; Severity of Illness Index; Sex FactorsPolymorphism Single NucleotideRisk Assessment03 medical and health sciencesHepatitis B ChronicSex FactorsSDG 3 - Good Health and Well-beingAcetyltransferasesInternal medicineAcetyltransferasemedicineConfidence IntervalsHumansGenetic Predisposition to DiseasePolymorphismHepatologybusiness.industryMembrane ProteinsHepatologymedicine.diseaseMinor allele frequencyProspective Studie030104 developmental biologyLogistic ModelsImmunologyMultivariate AnalysisCohort StudiebusinessConfidence IntervalAcyltransferasesHepatology (Baltimore, Md.)
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MBOAT7 rs641738 variant and hepatocellular carcinoma in non-cirrhotic individuals

2017

AbstractNonalcoholic fatty liver disease (NAFLD) represents an emerging cause of hepatocellular carcinoma (HCC), especially in non-cirrhotic individuals. The rs641738 C &gt; T MBOAT7/TMC4 variant predisposes to progressive NAFLD, but the impact on hepatic carcinogenesis is unknown. In Italian NAFLD patients, the rs641738 T allele was associated with NAFLD-HCC (OR 1.65, 1.08–2.55; n = 765), particularly in those without advanced fibrosis (p &lt; 0.001). The risk T allele was linked to 3’-UTR variation in MBOAT7 and to reduced MBOAT7 expression in patients without severe fibrosis. The number of PNPLA3, TM6SF2, and MBOAT7 risk variants was associated with NAFLD-HCC independently of clinical fa…

0301 basic medicineLiver CirrhosisMaleAlcoholic liver diseasePathologyCirrhosisliver diseasesGastroenterology0302 clinical medicineSettore BIO/13 - Biologia ApplicataNon-alcoholic Fatty Liver DiseaseRisk FactorsNonalcoholic fatty liver diseasefatty liver-disease; cirrhosis; liver cancer; hepatitis C; hepatocellular carcinoma; liver diseases; fibrosis; carcinogenesis; fatty liver; allelesHCCProspective cohort studySettore MED/12 - GastroenterologiaMultidisciplinaryLiver NeoplasmsQRhepatocellular carcinomaSingle NucleotideMiddle Aged3. Good healthItalyfatty liver-diseaseHepatocellular carcinomaCohortMedicine030211 gastroenterology & hepatologyFemalecarcinogenesisAcyltransferases; Adult; Aged; Carcinoma Hepatocellular; Female; Gene Expression Regulation; Genotype; Humans; Italy; Liver Cirrhosis; Liver Neoplasms; Male; Membrane Proteins; Middle Aged; Non-alcoholic Fatty Liver Disease; Polymorphism Single Nucleotide; Risk Factors; Alleles; Genetic Association Studies; Genetic Predisposition to Disease; Genetic VariationAdultmedicine.medical_specialtyCarcinoma HepatocellularGenotypeSciencePolymorphism Single NucleotideArticleliver cancer03 medical and health sciencesInternal medicinemedicineHumansGenetic Predisposition to DiseaseAllelePolymorphismAllelesGenetic Association Studiesfatty liverAgedSettore MED/06 - ONCOLOGIA MEDICAbusiness.industrycirrhosisfibrosisCarcinomaGenetic VariationMembrane ProteinsHepatocellularmedicine.diseasedigestive system diseases030104 developmental biologyGene Expression Regulationhepatitis CbusinessAcyltransferasesTM6SF2Scientific Reports
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Prevalence and severity of nonalcoholic fatty liver disease by transient elastography: Genetic and metabolic risk factors in a general population.

2017

BACKGROUND & AIMS The worldwide spread of obesity is leading to a dramatic increase in the prevalence of nonalcoholic fatty liver disease (NAFLD) and its complications. We aimed to evaluate both prevalence and factors associated with NAFLD in a general population in a Mediterranean area. METHODS We considered 890 consecutive individuals included in the community-based ABCD (Alimentazione, Benessere Cardiovascolare e Diabete) study (ISRCTN15840340). Controlled attenuation parameter (CAP) and liver stiffness measurement (LSM) were measured with FibroScan. Participants were genotyped for PNPLA3 rs738409 and TM6SF2 rs58542926 variants. RESULTS The prevalence of NAFLD in the cohort was 48%. NAFL…

0301 basic medicineLiver CirrhosisMalesteatosigeneral populationGastroenterologySeverity of Illness Index0302 clinical medicinepatatin like phospholipase domain containing 3FibrosisNon-alcoholic Fatty Liver DiseaseRisk FactorsNonalcoholic fatty liver diseasePrevalenceliver stiffness measurementeducation.field_of_studyMiddle Agedtransient elastographycontrolled attenuation parameterItalyLiverCohortElasticity Imaging Techniquestransmembrane 6 superfamily 2030211 gastroenterology & hepatologyFemalefibrosiAdultmedicine.medical_specialtyPopulationPopulationPolymorphism Single Nucleotide03 medical and health sciencesDiabetes mellitusInternal medicinemedicineDiabetes MellitusHumansObesityeducationstiffneAgedHepatologybusiness.industrynutritional and metabolic diseasesMembrane ProteinsLipasemedicine.diseaseObesitydigestive system diseases030104 developmental biologyLogistic ModelsTransient elastographybusinessTM6SF2Liver international : official journal of the International Association for the Study of the Liver
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