2020
Profiling cellular heterogeneity in asthma with single cell multiparameter CyTOF
Stewart E, Wang X, Chupp GL, Montgomery RR. Profiling cellular heterogeneity in asthma with single cell multiparameter CyTOF. Journal Of Leukocyte Biology 2020, 108: 1555-1564. PMID: 32911570, PMCID: PMC8087109, DOI: 10.1002/jlb.5ma0720-770rr.Peer-Reviewed Original ResearchMeSH KeywordsAdultAgedAsthmaFemaleHumansLymphocytesMacrophagesMaleMiddle AgedNeutrophilsSingle-Cell AnalysisSputumConceptsAirway immune cellsSource of inflammationChronic inflammatory diseaseInflammatory cell typesStudy of pathogenesisMultiple distinct subtypesHeterogeneity of diseaseBronchial epithelial cellsAirway inflammationCell typesAsthmatic patientsClinical responseEosinophilic infiltrateAnalysis of sputumAsthmatic inflammationFunctional statusClinical managementImmune cellsInflammatory diseasesHealthy controlsInflammatory responseAirway cellsSputumDistinct subtypesInflammation
2019
Exploring single-cell data with deep multitasking neural networks
Amodio M, van Dijk D, Srinivasan K, Chen WS, Mohsen H, Moon KR, Campbell A, Zhao Y, Wang X, Venkataswamy M, Desai A, Ravi V, Kumar P, Montgomery R, Wolf G, Krishnaswamy S. Exploring single-cell data with deep multitasking neural networks. Nature Methods 2019, 16: 1139-1145. PMID: 31591579, PMCID: PMC10164410, DOI: 10.1038/s41592-019-0576-7.Peer-Reviewed Original Research
2015
Neutralizing antibodies against West Nile virus identified directly from human B cells by single-cell analysis and next generation sequencing
Tsioris K, Gupta NT, Ogunniyi AO, Zimnisky RM, Qian F, Yao Y, Wang X, Stern JN, Chari R, Briggs AW, Clouser CR, Vigneault F, Church GM, Garcia MN, Murray KO, Montgomery RR, Kleinstein SH, Love JC. Neutralizing antibodies against West Nile virus identified directly from human B cells by single-cell analysis and next generation sequencing. Integrative Biology 2015, 7: 1587-1597. PMID: 26481611, PMCID: PMC4754972, DOI: 10.1039/c5ib00169b.Peer-Reviewed Original ResearchConceptsHumoral responseNext-generation sequencingB cellsWest Nile virus infectionSevere neurological illnessMemory B cellsAntibody-secreting cellsCohort of subjectsWNV-specific antibodiesHuman B cellsMosquito-borne diseaseWest Nile virusAnamnestic responseAntibody responseAvailable treatmentsClinical severityAntibody isotypesNeurological illnessVaccine studiesVirus infectionGeneration sequencingInfectious diseasesPrevious exposureTherapeutic antibodiesAntibodies