2024
Single-cell genomics and regulatory networks for 388 human brains
Emani P, Liu J, Clarke D, Jensen M, Warrell J, Gupta C, Meng R, Lee C, Xu S, Dursun C, Lou S, Chen Y, Chu Z, Galeev T, Hwang A, Li Y, Ni P, Zhou X, Bakken T, Bendl J, Bicks L, Chatterjee T, Cheng L, Cheng Y, Dai Y, Duan Z, Flaherty M, Fullard J, Gancz M, Garrido-Martín D, Gaynor-Gillett S, Grundman J, Hawken N, Henry E, Hoffman G, Huang A, Jiang Y, Jin T, Jorstad N, Kawaguchi R, Khullar S, Liu J, Liu J, Liu S, Ma S, Margolis M, Mazariegos S, Moore J, Moran J, Nguyen E, Phalke N, Pjanic M, Pratt H, Quintero D, Rajagopalan A, Riesenmy T, Shedd N, Shi M, Spector M, Terwilliger R, Travaglini K, Wamsley B, Wang G, Xia Y, Xiao S, Yang A, Zheng S, Gandal M, Lee D, Lein E, Roussos P, Sestan N, Weng Z, White K, Won H, Girgenti M, Zhang J, Wang D, Geschwind D, Gerstein M, Akbarian S, Abyzov A, Ahituv N, Arasappan D, Almagro Armenteros J, Beliveau B, Berretta S, Bharadwaj R, Bhattacharya A, Brennand K, Capauto D, Champagne F, Chatzinakos C, Chen H, Cheng L, Chess A, Chien J, Clement A, Collado-Torres L, Cooper G, Crawford G, Dai R, Daskalakis N, Davila-Velderrain J, Deep-Soboslay A, Deng C, DiPietro C, Dracheva S, Drusinsky S, Duong D, Eagles N, Edelstein J, Galani K, Girdhar K, Goes F, Greenleaf W, Guo H, Guo Q, Hadas Y, Hallmayer J, Han X, Haroutunian V, He C, Hicks S, Ho M, Ho L, Huang Y, Huuki-Myers L, Hyde T, Iatrou A, Inoue F, Jajoo A, Jiang L, Jin P, Jops C, Jourdon A, Kellis M, Kleinman J, Kleopoulos S, Kozlenkov A, Kriegstein A, Kundaje A, Kundu S, Li J, Li M, Lin X, Liu S, Liu C, Loupe J, Lu D, Ma L, Mariani J, Martinowich K, Maynard K, Myers R, Micallef C, Mikhailova T, Ming G, Mohammadi S, Monte E, Montgomery K, Mukamel E, Nairn A, Nemeroff C, Norton S, Nowakowski T, Omberg L, Page S, Park S, Patowary A, Pattni R, Pertea G, Peters M, Pinto D, Pochareddy S, Pollard K, Pollen A, Przytycki P, Purmann C, Qin Z, Qu P, Raj T, Reach S, Reimonn T, Ressler K, Ross D, Rozowsky J, Ruth M, Ruzicka W, Sanders S, Schneider J, Scuderi S, Sebra R, Seyfried N, Shao Z, Shieh A, Shin J, Skarica M, Snijders C, Song H, State M, Stein J, Steyert M, Subburaju S, Sudhof T, Snyder M, Tao R, Therrien K, Tsai L, Urban A, Vaccarino F, van Bakel H, Vo D, Voloudakis G, Wang T, Wang S, Wang Y, Wei Y, Weimer A, Weinberger D, Wen C, Whalen S, Willsey A, Wong W, Wu H, Wu F, Wuchty S, Wylie D, Yap C, Zeng B, Zhang P, Zhang C, Zhang B, Zhang Y, Ziffra R, Zeier Z, Zintel T. Single-cell genomics and regulatory networks for 388 human brains. Science 2024, 384: eadi5199. PMID: 38781369, PMCID: PMC11365579, DOI: 10.1126/science.adi5199.Peer-Reviewed Original ResearchConceptsSingle-cell genomicsSingle-cell expression quantitative trait locusExpression quantitative trait lociDrug targetsQuantitative trait lociPopulation-level variationSingle-cell expressionCell typesDisease-risk genesTrait lociGene familyRegulatory networksGene expressionCell-typeMultiomics datasetsSingle-nucleiGenomeGenesCellular changesHeterogeneous tissuesExpressionCellsChromatinLociMultiomics
2021
Gene expression in the dorsolateral and ventromedial prefrontal cortices implicates immune-related gene networks in PTSD
Logue MW, Zhou Z, Morrison FG, Wolf EJ, Daskalakis NP, Chatzinakos C, Georgiadis F, Labadorf AT, Girgenti MJ, Young KA, Williamson DE, Zhao X, Grenier JG, Group T, Huber BR, Miller MW. Gene expression in the dorsolateral and ventromedial prefrontal cortices implicates immune-related gene networks in PTSD. Neurobiology Of Stress 2021, 15: 100398. PMID: 34646915, PMCID: PMC8498459, DOI: 10.1016/j.ynstr.2021.100398.Peer-Reviewed Original ResearchPrefrontal cortexVentromedial prefrontal cortexDepression casesHistory of PTSDDepression-associated genesImmune-related networkBrain BankImmune regulationGene expressionIndependent cohortBrain regionsEvidence of replicationPTSD casesMultiple testing correctionImmune genesPTSDCo-expression network analysisCortexEffect sizeUpstream regulatorRNA sequencingRecent studiesGenetic modelsExpressionCandidate gene analysis
2020
Transcriptomic organization of the human brain in post-traumatic stress disorder
Girgenti MJ, Wang J, Ji D, Cruz DA, Stein M, Gelernter J, Young K, Huber B, Williamson D, Friedman M, Krystal J, Zhao H, Duman R. Transcriptomic organization of the human brain in post-traumatic stress disorder. Nature Neuroscience 2020, 24: 24-33. PMID: 33349712, DOI: 10.1038/s41593-020-00748-7.Peer-Reviewed Original ResearchMeSH KeywordsAdultAutopsyBrain ChemistryCohort StudiesDepressive Disorder, MajorFemaleGene Expression RegulationGene Regulatory NetworksGenetic Predisposition to DiseaseGenome-Wide Association StudyHumansInterneuronsMaleMiddle AgedNerve Tissue ProteinsSex CharacteristicsStress Disorders, Post-TraumaticTranscriptomeYoung AdultConceptsGenome-wide association studiesSignificant gene networksDifferential gene expressionSystems-level evidenceSignificant genetic liabilityMajor depressive disorder cohortGene networksTranscriptomic organizationTranscriptomic landscapeDownregulated setsGenomic networksGene expressionAssociation studiesMolecular determinantsExtensive remodelingGenotype dataSexual dimorphismSignificant divergenceMolecular profileNetwork analysisELFN1TranscriptsDimorphismPostmortem tissueDivergenceStress and Its Impact on the Transcriptome
Girgenti MJ, Pothula S, Newton SS. Stress and Its Impact on the Transcriptome. Biological Psychiatry 2020, 90: 102-108. PMID: 33637305, PMCID: PMC8213869, DOI: 10.1016/j.biopsych.2020.12.011.Peer-Reviewed Original ResearchConceptsTranscriptomic dysregulationMajor gene expression changesGene expression changesDevelopmental time pointsAnimal modelsGenomic studiesNeuropsychiatric disordersTranscriptomic methodsAnimal kingdomComparable animal modelsGene expressionExpression changesEarly life stressPhenotypic signaturesSex-specific changesTransgenerational impactTranscriptomeSingle cellsEntire brain regionsPowerful approachDiseased brainBrain regionsChronic stressMolecular profileSame disorderCortical Transcriptomic Alterations in Association With Appetitive Neuropeptides and Body Mass Index in Posttraumatic Stress Disorder
Stone LA, Girgenti MJ, Wang J, Ji D, Zhao H, Krystal JH, Duman R. Cortical Transcriptomic Alterations in Association With Appetitive Neuropeptides and Body Mass Index in Posttraumatic Stress Disorder. The International Journal Of Neuropsychopharmacology 2020, 24: 118-129. PMID: 32951025, PMCID: PMC8611677, DOI: 10.1093/ijnp/pyaa072.Peer-Reviewed Original ResearchConceptsUpstream regulatorGene co-expression network analysisCo-expression network analysisFunctional genomic studiesPutative upstream regulatorsIngenuity Pathway Analysis softwarePathway Analysis softwarePathway annotationGenomic studiesTranscriptomic modulesTranscriptomic dataTranscriptomic alterationsGene expression
2017
Transcriptome Alterations in Posttraumatic Stress Disorder
Girgenti MJ, Duman RS. Transcriptome Alterations in Posttraumatic Stress Disorder. Biological Psychiatry 2017, 83: 840-848. PMID: 29128043, DOI: 10.1016/j.biopsych.2017.09.023.Peer-Reviewed Original ResearchConceptsPosttraumatic stress disorderNext-generation sequencing technologiesAberrant gene expressionGene expression changesAmount of transcriptsGene expression studiesGene profiling studiesAlternative splicingTranscriptome alterationsTranscriptomic technologiesRNA sequencingSequencing technologiesTranscript identificationExpression studiesGene expressionExpression changesStress disorderBlood of patientsCellular mechanismsPeripheral blood cellsProfiling studiesHuman peripheral bloodPeripheral bloodLifetime prevalenceGeneral population