Featured Publications
Maturation of germinal center B cells after influenza virus vaccination in humans
McIntire K, Meng H, Lin T, Kim W, Moore N, Han J, McMahon M, Wang M, Malladi S, Mohammed B, Zhou J, Schmitz A, Hoehn K, Carreño J, Yellin T, Suessen T, Middleton W, Teefey S, Presti R, Krammer F, Turner J, Ward A, Wilson I, Kleinstein S, Ellebedy A. Maturation of germinal center B cells after influenza virus vaccination in humans. Journal Of Experimental Medicine 2024, 221: e20240668. PMID: 38935072, PMCID: PMC11211068, DOI: 10.1084/jem.20240668.Peer-Reviewed Original ResearchConceptsB cellsInfluenza vaccineGerminal centersAntigen-specific GC B cellsResponse to seasonal influenza vaccinationLong-lived bone marrow plasma cellsResponse to influenza vaccinationBone marrow plasma cellsGerminal center B cellsGC B cell clonesInfluenza virus vaccineMaturation of B cellsMarrow plasma cellsSeasonal influenza vaccineMemory B cellsHemagglutinin (HAB cell clonesGC B cellsInfluenza hemagglutinin (HAH5 HANeedle aspirationLymphoid structuresLymph nodesPlasma cellsGC reaction
2023
High-throughput single-cell profiling of B cell responses following inactivated influenza vaccination in young and older adults
Wang M, Jiang R, Mohanty S, Meng H, Shaw A, Kleinstein S. High-throughput single-cell profiling of B cell responses following inactivated influenza vaccination in young and older adults. Aging 2023, 15: 9250-9274. PMID: 37367734, PMCID: PMC10564424, DOI: 10.18632/aging.204778.Peer-Reviewed Original ResearchConceptsB cellsActivated B cellsB cell receptorOlder adultsInfluenza vaccinationAge groupsPeripheral blood B cellsYoung adultsInactivated influenza vaccineB cell responsesSubstantial disease burdenBlood B cellsMemory B cellsInfluenza vaccination responsesStrong antibody responseAge-related changesInfluenza vaccineVaccination responseSeasonal influenzaAntibody responseHospital visitsDisease burdenSomatic hypermutation frequenciesVaccinationCell responsesPlatelet response to influenza vaccination reflects effects of aging
Konstorum A, Mohanty S, Zhao Y, Melillo A, Vander Wyk B, Nelson A, Tsang S, Blevins T, Belshe R, Chawla D, Rondina M, Gill T, Montgomery R, Allore H, Kleinstein S, Shaw A. Platelet response to influenza vaccination reflects effects of aging. Aging Cell 2023, 22: e13749. PMID: 36656789, PMCID: PMC9924941, DOI: 10.1111/acel.13749.Peer-Reviewed Original ResearchMeSH KeywordsAdultAgedAgingBlood PlateletsFrail ElderlyFrailtyHumansInfant, NewbornInfluenza, HumanVaccinationYoung AdultConceptsCommunity-dwelling older adultsPlatelet activationOlder adultsInfluenza vaccinationAge-associated chronic inflammationInfluence platelet functionRNA expressionPro-inflammatory diseasesAge-associated increasePlatelet activation pathwaysAge-associated differencesActivation pathwayPlatelet transcriptomeGeriatric conditionsChronic inflammationImmune responsePlatelet functionPlatelet responseSNF residentsVaccinationActivation responseYoung individualsProtein levelsAdultsYounger participants
2021
Human B cell lineages associated with germinal centers following influenza vaccination are measurably evolving
Hoehn KB, Turner JS, Miller FI, Jiang R, Pybus OG, Ellebedy A, Kleinstein SH. Human B cell lineages associated with germinal centers following influenza vaccination are measurably evolving. ELife 2021, 10: e70873. PMID: 34787567, PMCID: PMC8741214, DOI: 10.7554/elife.70873.Peer-Reviewed Original ResearchMeSH KeywordsB-LymphocytesEvolution, MolecularGerminal CenterHumansInfluenza VaccinesInfluenza, HumanPhylogenyVaccinationConceptsSeasonal influenza vaccinationInfluenza vaccinationB-cell lineageGerminal centersB cell evolutionPoor efficacyB cellsSeasonal influenza virus vaccinationSeasonal influenza virus vaccinesVaccine-induced B cell responsesInfluenza virus vaccinationInfluenza virus vaccinePre-existing immunityB cell responsesMemory B cellsCell lineagesGC B cellsSeasonal vaccinationHIV infectionVirus vaccinationVirus vaccineVaccinationVaccine antigensCell responsesSignificant heterogeneityComparing Host Module Activation Patterns and Temporal Dynamics in Infection by Influenza H1N1 Viruses
Nudelman I, Kudrin D, Nudelman G, Deshpande R, Hartmann BM, Kleinstein SH, Myers CL, Sealfon SC, Zaslavsky E. Comparing Host Module Activation Patterns and Temporal Dynamics in Infection by Influenza H1N1 Viruses. Frontiers In Immunology 2021, 12: 691758. PMID: 34335598, PMCID: PMC8317020, DOI: 10.3389/fimmu.2021.691758.Peer-Reviewed Original ResearchConceptsDifferent virus strainsHost responseVirus strainsInfluenza virus infectionSerious global health threatInfluenza H1N1 virusCommon core responseGlobal health threatH1N1 virusVirus infectionImmune responseInfluenza strainsTherapeutic targetInfluenza virusHealth threatInfectionActivation patternsDifferent virusesDifferent temporal patternsVirusHost cellsFunctional networksFunctional pathwaysSame cellular pathwaysCellular pathways
2020
CD4+ follicular regulatory T cells optimize the influenza virus–specific B cell response
Lu Y, Jiang R, Freyn AW, Wang J, Strohmeier S, Lederer K, Locci M, Zhao H, Angeletti D, O’Connor K, Kleinstein SH, Nachbagauer R, Craft J. CD4+ follicular regulatory T cells optimize the influenza virus–specific B cell response. Journal Of Experimental Medicine 2020, 218: e20200547. PMID: 33326020, PMCID: PMC7748821, DOI: 10.1084/jem.20200547.Peer-Reviewed Original ResearchMeSH KeywordsAnimalsAntibody FormationAntigensB-LymphocytesCD4 AntigensDisease Models, AnimalEpitopesForkhead Transcription FactorsGerminal CenterHumansImmunityImmunologic MemoryInfluenza, HumanInfluenzavirus BIntegrasesMice, Inbred C57BLOrthomyxoviridae InfectionsReceptors, Antigen, B-CellSpecies SpecificityT-Lymphocytes, RegulatoryVaccinationConceptsB cell responsesGerminal center B cell responsesFollicular regulatory T cellsRegulatory T cellsTfr cellsCell responsesT cellsViral challengeHumoral memoryVirus-specific B cell responsesAntigen-specific B cell responsesFollicular helper T cellsHA stalk regionHelper T cellsInfluenza virus infectionGerminal center developmentAntibody responsePlasma cellsVirus infectionImmunization modelAntibody productionBCR repertoireInfluenza virusRepeated exposureInfluenza virus glycoproteinsHuman germinal centres engage memory and naive B cells after influenza vaccination
Turner JS, Zhou JQ, Han J, Schmitz AJ, Rizk AA, Alsoussi WB, Lei T, Amor M, McIntire KM, Meade P, Strohmeier S, Brent RI, Richey ST, Haile A, Yang YR, Klebert MK, Suessen T, Teefey S, Presti RM, Krammer F, Kleinstein SH, Ward AB, Ellebedy AH. Human germinal centres engage memory and naive B cells after influenza vaccination. Nature 2020, 586: 127-132. PMID: 32866963, PMCID: PMC7566073, DOI: 10.1038/s41586-020-2711-0.Peer-Reviewed Original ResearchConceptsB cell clonesInfluenza vaccinationGerminal center B cellsB cellsGerminal center reactionCell clonesLymph nodesMonoclonal antibodiesPre-existing memory B cellsGerminal center B cell responsesStrain-specific monoclonal antibodiesCenter reactionUltrasound-guided fine-needle aspirationMajor public health threatEarly plasmablast responsesInfluenza virus vaccinationSeasonal influenza vaccinationCross-reactive monoclonal antibodiesB cell responsesMemory B cellsB-cell originFine-needle aspirationNaive B cellsPublic health threatHuman germinal centreSeasonal Variability and Shared Molecular Signatures of Inactivated Influenza Vaccination in Young and Older Adults
Avey S, Mohanty S, Chawla DG, Meng H, Bandaranayake T, Ueda I, Zapata HJ, Park K, Blevins TP, Tsang S, Belshe RB, Kaech SM, Shaw AC, Kleinstein SH. Seasonal Variability and Shared Molecular Signatures of Inactivated Influenza Vaccination in Young and Older Adults. The Journal Of Immunology 2020, 204: 1661-1673. PMID: 32060136, PMCID: PMC7755271, DOI: 10.4049/jimmunol.1900922.Peer-Reviewed Original ResearchMeSH KeywordsAdultAge FactorsAgedAgingAntibodies, ViralCohort StudiesFemaleGene Expression ProfilingHemagglutination Inhibition TestsHumansImmunogenicity, VaccineInfluenza A virusInfluenza VaccinesInfluenza, HumanMaleNK Cell Lectin-Like Receptor Subfamily BOligonucleotide Array Sequence AnalysisSeasonsTranscriptomeVaccinationVaccines, InactivatedYoung AdultConceptsVaccine-induced Ab responsesOlder adultsInfluenza vaccinationDays postvaccinationInfluenza vaccineAb responsesMore effective influenza vaccinesImportant public health toolInactivated influenza vaccinationSeasonal influenza vaccineVaccine-induced immunityEffective influenza vaccinesMolecular signaturesEffects of immunosenescencePublic health toolImmune signaturesVaccination seasonVaccine responsesVaccine compositionSubset of individualsAge groupsHealth toolsSingle age groupAdultsPostvaccination
2019
Gene set meta-analysis with Quantitative Set Analysis for Gene Expression (QuSAGE)
Meng H, Yaari G, Bolen CR, Avey S, Kleinstein SH. Gene set meta-analysis with Quantitative Set Analysis for Gene Expression (QuSAGE). PLOS Computational Biology 2019, 15: e1006899. PMID: 30939133, PMCID: PMC6461294, DOI: 10.1371/journal.pcbi.1006899.Peer-Reviewed Original ResearchMeSH KeywordsComputational BiologyGene ExpressionGene Expression ProfilingHumansInfluenza, HumanProbabilitySoftwareVaccination
2017
Multiple network-constrained regressions expand insights into influenza vaccination responses
Avey S, Mohanty S, Wilson J, Zapata H, Joshi SR, Siconolfi B, Tsang S, Shaw AC, Kleinstein SH. Multiple network-constrained regressions expand insights into influenza vaccination responses. Bioinformatics 2017, 33: i208-i216. PMID: 28881994, PMCID: PMC5870750, DOI: 10.1093/bioinformatics/btx260.Peer-Reviewed Original Research
2015
Comparative analysis of anti-viral transcriptomics reveals novel effects of influenza immune antagonism
Thakar J, Hartmann BM, Marjanovic N, Sealfon SC, Kleinstein SH. Comparative analysis of anti-viral transcriptomics reveals novel effects of influenza immune antagonism. BMC Immunology 2015, 16: 46. PMID: 26272204, PMCID: PMC4536893, DOI: 10.1186/s12865-015-0107-y.Peer-Reviewed Original ResearchConceptsTranscription factor activityImmune antagonismExpression profilesGenome-wide expression profilesGenome-wide transcriptional profiling dataFactor activityGenome-wide transcriptional profilesTranscription factor SATB1DNA-binding sitesTranscriptional profiling dataHost-pathogen interactionsGene expression profilesISGF3 activityTranscriptional responseTranscription factorsTranscriptional profilesHost interactionsProfiling dataApplication of betaNovel effectMechanistic insightsInfected cellsInfluenza A virusesMechanistic differencesNewcastle disease virusHuman Dendritic Cell Response Signatures Distinguish 1918, Pandemic, and Seasonal H1N1 Influenza Viruses
Hartmann BM, Thakar J, Albrecht RA, Avey S, Zaslavsky E, Marjanovic N, Chikina M, Fribourg M, Hayot F, Schmolke M, Meng H, Wetmur J, García-Sastre A, Kleinstein SH, Sealfon SC. Human Dendritic Cell Response Signatures Distinguish 1918, Pandemic, and Seasonal H1N1 Influenza Viruses. Journal Of Virology 2015, 89: 10190-10205. PMID: 26223639, PMCID: PMC4580178, DOI: 10.1128/jvi.01523-15.Peer-Reviewed Original ResearchMeSH KeywordsAntigenic VariationDendritic CellsEuropeGene Expression ProfilingGene Expression RegulationHistory, 20th CenturyHistory, 21st CenturyHost-Pathogen InteractionsHumansInfluenza A Virus, H1N1 SubtypeInfluenza Pandemic, 1918-1919Influenza, HumanInterferonsMolecular EpidemiologyNF-kappa BPandemicsReassortant VirusesRecombination, GeneticSeasonsSignal TransductionTime FactorsUnited StatesConceptsHuman dendritic cellsDendritic cellsImmune responseInfluenza virusSeasonal strainsNF-κBSeasonal H1N1 influenza virusHuman influenza virus infectionH1N1 influenza strainInterferon-stimulated gene responseSeasonal influenza virusesInfluenza virus infectionH1N1 influenza virusStrain-dependent differencesClinical severityVirus infectionInfluenza strainsAntiviral programViral infectionPandemic strainsHost responseAntigenic driftInfectionH postinfectionSelective inductionAging-dependent alterations in gene expression and a mitochondrial signature of responsiveness to human influenza vaccination
Thakar J, Mohanty S, West AP, Joshi SR, Ueda I, Wilson J, Meng H, Blevins TP, Tsang S, Trentalange M, Siconolfi B, Park K, Gill TM, Belshe RB, Kaech SM, Shadel GS, Kleinstein SH, Shaw AC. Aging-dependent alterations in gene expression and a mitochondrial signature of responsiveness to human influenza vaccination. Aging 2015, 7: 38-51. PMID: 25596819, PMCID: PMC4356402, DOI: 10.18632/aging.100720.Peer-Reviewed Original ResearchMeSH KeywordsAdultAge FactorsAgedAged, 80 and overAgingCells, CulturedDNA, MitochondrialFemaleGene Expression ProfilingGene Expression RegulationGenome-Wide Association StudyHumansInfluenza VaccinesInfluenza, HumanLeukocytes, MononuclearMaleMitochondriaMitochondrial TurnoverOligonucleotide Array Sequence AnalysisOxidative PhosphorylationSeasonsTime FactorsTreatment OutcomeVaccinationYoung AdultConceptsPlasma cell signatureDay 2Influenza vaccinationDay 7Cell signatureOlder adultsInfluenza vaccine responsesAdults meeting criteriaType I interferon responseAge-associated impairmentAge-dependent alterationsI interferon responseMitochondrial biogenesisResponse signatureVaccine seasonVaccine respondersFrail subjectsInfluenza vaccineVaccine responsesVaccine responsivenessGene expression microarray analysisAbsent responseYounger respondersDay 28Meeting criteria
2014
Prolonged Proinflammatory Cytokine Production in Monocytes Modulated by Interleukin 10 After Influenza Vaccination in Older Adults
Mohanty S, Joshi SR, Ueda I, Wilson J, Blevins TP, Siconolfi B, Meng H, Devine L, Raddassi K, Tsang S, Belshe RB, Hafler DA, Kaech SM, Kleinstein SH, Trentalange M, Allore HG, Shaw AC. Prolonged Proinflammatory Cytokine Production in Monocytes Modulated by Interleukin 10 After Influenza Vaccination in Older Adults. The Journal Of Infectious Diseases 2014, 211: 1174-1184. PMID: 25367297, PMCID: PMC4366602, DOI: 10.1093/infdis/jiu573.Peer-Reviewed Original ResearchMeSH KeywordsAdultAge FactorsAgedCytokinesDual Specificity Phosphatase 1FemaleGene Expression RegulationGPI-Linked ProteinsHumansImmunity, InnateInfluenza VaccinesInfluenza, HumanInterleukin-10Interleukin-6Lipopolysaccharide ReceptorsMaleMonocytesPhosphorylationReceptors, IgGSignal TransductionSTAT3 Transcription FactorTumor Necrosis Factor-alphaVaccinationYoung AdultConceptsOlder adultsInfluenza vaccinationInflammatory monocytesInterleukin-10Cytokine productionOlder subjectsAnti-inflammatory cytokine interleukin-10Influenza vaccine antibody responseTumor necrosis factor αImpaired vaccine responsesVaccine antibody responseIL-10 productionCytokine interleukin-10Proinflammatory cytokine productionNecrosis factor αAge-associated elevationPhosphorylated signal transducerVaccine responsesAntibody responseInterleukin-6Immune responseMonocyte populationsDay 28Intracellular stainingVaccination
2013
Quantitative set analysis for gene expression: a method to quantify gene set differential expression including gene-gene correlations
Yaari G, Bolen CR, Thakar J, Kleinstein SH. Quantitative set analysis for gene expression: a method to quantify gene set differential expression including gene-gene correlations. Nucleic Acids Research 2013, 41: e170-e170. PMID: 23921631, PMCID: PMC3794608, DOI: 10.1093/nar/gkt660.Peer-Reviewed Original ResearchReconstruction of regulatory networks through temporal enrichment profiling and its application to H1N1 influenza viral infection
Zaslavsky E, Nudelman G, Marquez S, Hershberg U, Hartmann BM, Thakar J, Sealfon SC, Kleinstein SH. Reconstruction of regulatory networks through temporal enrichment profiling and its application to H1N1 influenza viral infection. BMC Bioinformatics 2013, 14: s1. PMID: 23734902, PMCID: PMC3633009, DOI: 10.1186/1471-2105-14-s6-s1.Peer-Reviewed Original ResearchConceptsRegulatory networksTranscription factorsExtensive genetic reprogrammingUnderlying transcriptional networksGene expression patternsAntiviral responseGene expression changesNovel antiviral factorTranscriptional cascadeTranscriptional networksDendritic cellsPromoter analysisRegulatory connectionsGenetic reprogrammingTranscriptional programsExpression patternsNetwork reconstruction methodsExpression changesCellular responsesExpression kineticsMonocyte-derived human dendritic cellsAntiviral stateHuman monocyte-derived dendritic cellsSuch virus infectionsImmune antagonists