2023
Machine learning identifies T cell receptor repertoire signatures associated with COVID-19 severity
Park J, Lee K, Lam S, Moon K, Fang Z, Chen S. Machine learning identifies T cell receptor repertoire signatures associated with COVID-19 severity. Communications Biology 2023, 6: 76. PMID: 36670287, PMCID: PMC9853487, DOI: 10.1038/s42003-023-04447-4.Peer-Reviewed Original ResearchConceptsCOVID-19 disease severityT cell effector functionT cell receptor repertoireT cell clonal expansionT cell adaptive immune responsesCell effector functionsCOVID-19 patientsTCR repertoire analysisAdaptive immune responsesCell receptor repertoireCOVID-19 severityCOVID-19 infectionCell clonal expansionNF-kB signalingSARS-CoV-2TCR repertoireHealthy donorsImmune responseAntiviral immunityEffector functionsViral infectionHost responseDisease severityReceptor repertoireTCR sequences
2022
Multiplexed LNP-mRNA vaccination against pathogenic coronavirus species
Peng L, Fang Z, Renauer PA, McNamara A, Park JJ, Lin Q, Zhou X, Dong MB, Zhu B, Zhao H, Wilen CB, Chen S. Multiplexed LNP-mRNA vaccination against pathogenic coronavirus species. Cell Reports 2022, 40: 111160. PMID: 35921835, PMCID: PMC9294034, DOI: 10.1016/j.celrep.2022.111160.Peer-Reviewed Original ResearchConceptsAntibody responseCoronavirus speciesSequential vaccinationSARS-CoVAntigen-specific antibody responsesSARS-CoV-2 DeltaAdaptive immune cellsEffective immune responsePotent antibody responsesCOVID-19 vaccineSARS-CoV-2MRNA vaccine candidatesActivated B cellsSingle-cell RNA sequencing profilesRNA sequencing profilesSimultaneous vaccinationAntibody immunityVaccination scheduleImmune profileImmune cellsImmune responseVaccine candidatesMERS-CoV.Animal modelsB cellsVariant-specific vaccination induces systems immune responses and potent in vivo protection against SARS-CoV-2
Peng L, Renauer PA, Ökten A, Fang Z, Park JJ, Zhou X, Lin Q, Dong MB, Filler R, Xiong Q, Clark P, Lin C, Wilen CB, Chen S. Variant-specific vaccination induces systems immune responses and potent in vivo protection against SARS-CoV-2. Cell Reports Medicine 2022, 3: 100634. PMID: 35561673, PMCID: PMC9040489, DOI: 10.1016/j.xcrm.2022.100634.Peer-Reviewed Original ResearchConceptsImmune responseImmune cell populationsSARS-CoV-2 spikeAssessment of efficacySARS-CoV-2LNP-mRNABreakthrough infectionsCD8 TImmune profilingMRNA vaccinesPotent protectionT lymphocytesNeutralization activityDelta variantAnimal modelsPotent antibodiesRepertoire diversityCell responsesAuthentic virusSystemic increaseVariant lineagesClonal expansionCell populationsCOVID-19Vaccination