2024
Evaluating performance and applications of sample-wise cell deconvolution methods on human brain transcriptomic data
Dai R, Chu T, Zhang M, Wang X, Jourdon A, Wu F, Mariani J, Vaccarino F, Lee D, Fullard J, Hoffman G, Roussos P, Wang Y, Wang X, Pinto D, Wang S, Zhang C, consortium P, Chen C, Liu C. Evaluating performance and applications of sample-wise cell deconvolution methods on human brain transcriptomic data. Science Advances 2024, 10: eadh2588. PMID: 38781336, PMCID: PMC11114236, DOI: 10.1126/sciadv.adh2588.Peer-Reviewed Original ResearchConceptsHuman brain transcriptome dataBrain transcriptomic dataRNA-seqTranscriptome dataCell-type gene expressionGene expressionCell-type proportionsSingle-cell dataMultiple brain disordersBrain cell typesCell deconvolution methodsPostmortem brainsRNA sequencingBrain disordersBrain developmentSchizophreniaEQTLAlzheimer's diseaseCell typesOrganoid samplesBrainBiological applicationsCharacterization of enhancer activity in early human neurodevelopment using Massively Parallel Reporter Assay (MPRA) and forebrain organoids
Capauto D, Wang Y, Wu F, Norton S, Mariani J, Inoue F, Crawford G, Ahituv N, Abyzov A, Vaccarino F. Characterization of enhancer activity in early human neurodevelopment using Massively Parallel Reporter Assay (MPRA) and forebrain organoids. Scientific Reports 2024, 14: 3936. PMID: 38365907, PMCID: PMC10873509, DOI: 10.1038/s41598-024-54302-7.Peer-Reviewed Original ResearchConceptsMassively parallel reporter assaysGene expressionRegulation of gene expressionForebrain organoidsHuman fetal tissuesHigh-throughput assayReporter assayFetal tissuesStem cellsNeurodevelopmentHuman neurodevelopmentActivation signalsEnhanced activityGenesOrganoidsForebrainBrain organoidsAssayBrain
2023
Author Correction: Modeling idiopathic autism in forebrain organoids reveals an imbalance of excitatory cortical neuron subtypes during early neurogenesis
Jourdon A, Wu F, Mariani J, Capauto D, Norton S, Tomasini L, Amiri A, Suvakov M, Schreiner J, Jang Y, Panda A, Nguyen C, Cummings E, Han G, Powell K, Szekely A, McPartland J, Pelphrey K, Chawarska K, Ventola P, Abyzov A, Vaccarino F. Author Correction: Modeling idiopathic autism in forebrain organoids reveals an imbalance of excitatory cortical neuron subtypes during early neurogenesis. Nature Neuroscience 2023, 26: 2035-2035. PMID: 37674007, DOI: 10.1038/s41593-023-01447-9.Peer-Reviewed Original ResearchAuthor Correction: Machine learning reveals bilateral distribution of somatic L1 insertions in human neurons and glia
Zhu X, Zhou B, Pattni R, Gleason K, Tan C, Kalinowski A, Sloan S, Fiston-Lavier A, Mariani J, Petrov D, Barres B, Duncan L, Abyzov A, Vogel H, Moran J, Vaccarino F, Tamminga C, Levinson D, Urban A. Author Correction: Machine learning reveals bilateral distribution of somatic L1 insertions in human neurons and glia. Nature Neuroscience 2023, 26: 1833-1833. PMID: 37648813, DOI: 10.1038/s41593-023-01438-w.Peer-Reviewed Original ResearchModeling idiopathic autism in forebrain organoids reveals an imbalance of excitatory cortical neuron subtypes during early neurogenesis
Jourdon A, Wu F, Mariani J, Capauto D, Norton S, Tomasini L, Amiri A, Suvakov M, Schreiner J, Jang Y, Panda A, Nguyen C, Cummings E, Han G, Powell K, Szekely A, McPartland J, Pelphrey K, Chawarska K, Ventola P, Abyzov A, Vaccarino F. Modeling idiopathic autism in forebrain organoids reveals an imbalance of excitatory cortical neuron subtypes during early neurogenesis. Nature Neuroscience 2023, 26: 1505-1515. PMID: 37563294, PMCID: PMC10573709, DOI: 10.1038/s41593-023-01399-0.Peer-Reviewed Original ResearchConceptsIdiopathic autism spectrum disorderCortical neuron subtypesAutism spectrum disorderEarly cortical developmentCortical organoidsCortical plateExcitatory neuronsCortical developmentRare formNeuron subtypesUnaffected fatherASD pathogenesisForebrain organoidsEarly neurogenesisRare variantsIdiopathic autismRisk genesTranscriptomic alterationsNeuronsProbandsSingle-cell transcriptomicsForebrain developmentSpectrum disorderTranscriptomic changesAlterationsClonally Selected Lines After CRISPR-Cas Editing Are Not Isogenic
Panda A, Suvakov M, Mariani J, Drucker K, Park Y, Jang Y, Kollmeyer T, Sarkar G, Bae T, Kim J, Yoon W, Jenkins R, Vaccarino F, Abyzov A. Clonally Selected Lines After CRISPR-Cas Editing Are Not Isogenic. The CRISPR Journal 2023, 6: 176-182. PMID: 37071670, PMCID: PMC10123805, DOI: 10.1089/crispr.2022.0050.Peer-Reviewed Original ResearchConceptsCopy number alterationsSeparate genomic lociSingle nucleotide mutationsApplication of CRISPRCRISPR-Cas editingOff-target editsScreening of clonesGenomic divergenceWhole-genome sequencingGenomic lociSelection of clonesGenome sequencingNucleotide mutationsTarget editsCultured cellsClonal linesNumber alterationsCell cloningClonesMutationsCloningCRISPR
2022
Characterization of human basal ganglia organoids
Brady M, Mariani J, Koca Y, Szekely A, King R, Bloch M, Landeros-Weisenberger A, Leckman J, Vaccarino F. Characterization of human basal ganglia organoids. Molecular Psychiatry 2022, 27: 4823-4823. PMID: 36536052, DOI: 10.1038/s41380-022-01914-y.Peer-Reviewed Original ResearchMispatterning and interneuron deficit in Tourette Syndrome basal ganglia organoids
Brady M, Mariani J, Koca Y, Szekely A, King R, Bloch M, Landeros-Weisenberger A, Leckman J, Vaccarino F. Mispatterning and interneuron deficit in Tourette Syndrome basal ganglia organoids. Molecular Psychiatry 2022, 27: 5007-5019. PMID: 36447010, PMCID: PMC9949887, DOI: 10.1038/s41380-022-01880-5.Peer-Reviewed Original ResearchConceptsTourette syndromeInterneuron deficitsGABAergic interneuronsHealthy controlsNeurodevelopmental underpinningsNeuropathological deficitsBG circuitryNeuropsychiatric disordersDecreased differentiationT patientsInterneuronsAltered expressionPotential mechanismsCilia disruptionSonic hedgehogOrganoidsStem cellsTS individualsPluripotent stem cellsGli transcription factorsDeficitsOrganoid differentiationEarly stagesCholinergicPatientsCorrection: All2: A tool for selecting mosaic mutations from comprehensive multi-cell comparisons
Sarangi V, Jang Y, Suvakov M, Bae T, Fasching L, Sekar S, Tomasini L, Mariani J, Vaccarino F, Abyzov A. Correction: All2: A tool for selecting mosaic mutations from comprehensive multi-cell comparisons. PLOS Computational Biology 2022, 18: e1010703. PMID: 36378632, PMCID: PMC9665359, DOI: 10.1371/journal.pcbi.1010703.Peer-Reviewed Original Research
2020
Chapter 5 Induced pluripotent stem cells as models of human neurodevelopmental disorders
Jourdon A, Mariani J, Scuderi S, Amiri A, Wu F, Yuen E, Abyzov A, Vaccarino F. Chapter 5 Induced pluripotent stem cells as models of human neurodevelopmental disorders. 2020, 99-127. DOI: 10.1016/b978-0-12-814409-1.00005-7.ChaptersPluripotent stem cellsStem cellsStudy of speciesHuman neurodevelopmental disordersEpigenome analysisGene regulationIPSC fieldGenomic variationGene expressionGenetic backgroundDisease modelingStudies of neurodevelopmentIPSCsExperimental approachNeurodevelopmental disordersTranscriptomeGenomeCellsCell phenotypingSpeciesExperimental design issuesPhenotypeRegulationExpressionPhenotyping
2019
17 MACHINE LEARNING REVEALS BILATERAL DISTRIBUTION OF SOMATIC L1 INSERTIONS IN HUMAN NEURONS AND GLIA
Zhu X, Zhou B, Pattni R, Gleason K, Tan C, Kalinowski A, Sloan S, Fiston-Lavier A, Mariani J, Vogel H, Moran J, Vaccarino F, Tamminga C, Levinson D, Urban A. 17 MACHINE LEARNING REVEALS BILATERAL DISTRIBUTION OF SOMATIC L1 INSERTIONS IN HUMAN NEURONS AND GLIA. European Neuropsychopharmacology 2019, 29: s68. DOI: 10.1016/j.euroneuro.2019.07.158.Peer-Reviewed Original Research
2015
FOXG1-Dependent Dysregulation of GABA/Glutamate Neuron Differentiation in Autism Spectrum Disorders
Mariani J, Coppola G, Zhang P, Abyzov A, Provini L, Tomasini L, Amenduni M, Szekely A, Palejev D, Wilson M, Gerstein M, Grigorenko EL, Chawarska K, Pelphrey KA, Howe JR, Vaccarino FM. FOXG1-Dependent Dysregulation of GABA/Glutamate Neuron Differentiation in Autism Spectrum Disorders. Cell 2015, 162: 375-390. PMID: 26186191, PMCID: PMC4519016, DOI: 10.1016/j.cell.2015.06.034.Peer-Reviewed Original ResearchConceptsInduced pluripotent stem cellsGene network analysisGene network modulesUpregulation of genesTranscription factor Foxg1Accelerated cell cyclePluripotent stem cellsRNA interferenceGenetic basisSynaptic assemblyCell cycleBrain developmentNeuron fateNeuron differentiationNeuronal differentiationGenomic mutationsHuman brain developmentIdiopathic autism spectrum disorderAltered expressionStem cellsCell proliferationFOXG1ASD pathophysiologyNetwork modulesNeural cultures
2013
Functional genomic screen of human stem cell differentiation reveals pathways involved in neurodevelopment and neurodegeneration
Zhang Y, Schulz VP, Reed BD, Wang Z, Pan X, Mariani J, Euskirchen G, Snyder MP, Vaccarino FM, Ivanova N, Weissman SM, Szekely AM. Functional genomic screen of human stem cell differentiation reveals pathways involved in neurodevelopment and neurodegeneration. Proceedings Of The National Academy Of Sciences Of The United States Of America 2013, 110: 12361-12366. PMID: 23836664, PMCID: PMC3725080, DOI: 10.1073/pnas.1309725110.Peer-Reviewed Original ResearchConceptsHuman embryonic stem cellsFunctional genomic screensGenomic screenUndifferentiated human embryonic stem cellsNeural lineage developmentSet of genesHuman stem cell differentiationProgenitor cell formationEmbryonic stem cellsStem cell differentiationRNA library screenNeuronal progenitor cellsLate-onset neurodegenerative disorderUnpredicted genesRNA granulesNext-generation sequencingSelf-renewal capacityLineage developmentComplex inheritanceShRNA libraryEarly neurogenesisLibrary screenParallel sequencingCell differentiationGenes
2012
Somatic copy number mosaicism in human skin revealed by induced pluripotent stem cells
Abyzov A, Mariani J, Palejev D, Zhang Y, Haney MS, Tomasini L, Ferrandino AF, Rosenberg Belmaker LA, Szekely A, Wilson M, Kocabas A, Calixto NE, Grigorenko EL, Huttner A, Chawarska K, Weissman S, Urban AE, Gerstein M, Vaccarino FM. Somatic copy number mosaicism in human skin revealed by induced pluripotent stem cells. Nature 2012, 492: 438-442. PMID: 23160490, PMCID: PMC3532053, DOI: 10.1038/nature11629.Peer-Reviewed Original ResearchEmx2 is a dose-dependent negative regulator of Sox2 telencephalic enhancers.
Mariani J, Favaro R, Lancini C, Vaccari G, Ferri AL, Bertolini J, Tonoli D, Latorre E, Caccia R, Ronchi A, Ottolenghi S, Miyagi S, Okuda A, Zappavigna V, Nicolis SK. Emx2 is a dose-dependent negative regulator of Sox2 telencephalic enhancers. Nucleic Acids Research 2012, 40: 6461-76. PMID: 22495934, PMCID: PMC3413107, DOI: 10.1093/nar/gks295.Peer-Reviewed Original ResearchModeling human cortical development in vitro using induced pluripotent stem cells
Mariani J, Simonini MV, Palejev D, Tomasini L, Coppola G, Szekely AM, Horvath TL, Vaccarino FM. Modeling human cortical development in vitro using induced pluripotent stem cells. Proceedings Of The National Academy Of Sciences Of The United States Of America 2012, 109: 12770-12775. PMID: 22761314, PMCID: PMC3411972, DOI: 10.1073/pnas.1202944109.Peer-Reviewed Original ResearchConceptsHuman brain developmentHuman induced pluripotent stem cellsLayer-specific cortical neuronsBrain developmentHuman cerebral cortexHuman cortical developmentStem cellsPluripotent stem cellsCerebral cortexCortical neuronsCortical developmentCNS regionsRadial gliaCortical wallDorsal telencephalonEmbryonic telencephalonGene expression profilesInduced pluripotent stem cellsIntermediate progenitorsTelencephalic developmentTelencephalonExpression profilesTranscriptional programsCellsGlia
2009
Hippocampal development and neural stem cell maintenance require Sox2-dependent regulation of Shh.
Favaro R, Valotta M, Ferri AL, Latorre E, Mariani J, Giachino C, Lancini C, Tosetti V, Ottolenghi S, Taylor V, Nicolis SK. Hippocampal development and neural stem cell maintenance require Sox2-dependent regulation of Shh. Nature Neuroscience 2009, 12: 1248-56. PMID: 19734891, DOI: 10.1038/nn.2397.Peer-Reviewed Original Research
2008
Impaired generation of mature neurons by neural stem cells from hypomorphic Sox2 mutants.
Cavallaro M, Mariani J, Lancini C, Latorre E, Caccia R, Gullo F, Valotta M, DeBiasi S, Spinardi L, Ronchi A, Wanke E, Brunelli S, Favaro R, Ottolenghi S, Nicolis SK. Impaired generation of mature neurons by neural stem cells from hypomorphic Sox2 mutants. Development (Cambridge, England) 2008, 135: 541-57. PMID: 18171687, DOI: 10.1242/dev.010801.Peer-Reviewed Original Research