2023
An AI-powered patient triage platform for future viral outbreaks using COVID-19 as a disease model
Charkoftaki G, Aalizadeh R, Santos-Neto A, Tan W, Davidson E, Nikolopoulou V, Wang Y, Thompson B, Furnary T, Chen Y, Wunder E, Coppi A, Schulz W, Iwasaki A, Pierce R, Cruz C, Desir G, Kaminski N, Farhadian S, Veselkov K, Datta R, Campbell M, Thomaidis N, Ko A, Thompson D, Vasiliou V. An AI-powered patient triage platform for future viral outbreaks using COVID-19 as a disease model. Human Genomics 2023, 17: 80. PMID: 37641126, PMCID: PMC10463861, DOI: 10.1186/s40246-023-00521-4.Peer-Reviewed Original ResearchConceptsCOVID-19 patientsDisease severityViral outbreaksFuture viral outbreaksLength of hospitalizationIntensive care unitWorse disease prognosisLife-threatening illnessEffective medical interventionsCOVID-19Clinical decision treeGlucuronic acid metabolitesNew potential biomarkersHospitalization lengthCare unitComorbidity dataSerotonin levelsDisease progressionHealthy controlsPatient outcomesDisease prognosisPatient transferPatientsHealthcare resourcesPotential biomarkersAn integrated cell atlas of the lung in health and disease
Sikkema L, Ramírez-Suástegui C, Strobl D, Gillett T, Zappia L, Madissoon E, Markov N, Zaragosi L, Ji Y, Ansari M, Arguel M, Apperloo L, Banchero M, Bécavin C, Berg M, Chichelnitskiy E, Chung M, Collin A, Gay A, Gote-Schniering J, Hooshiar Kashani B, Inecik K, Jain M, Kapellos T, Kole T, Leroy S, Mayr C, Oliver A, von Papen M, Peter L, Taylor C, Walzthoeni T, Xu C, Bui L, De Donno C, Dony L, Faiz A, Guo M, Gutierrez A, Heumos L, Huang N, Ibarra I, Jackson N, Kadur Lakshminarasimha Murthy P, Lotfollahi M, Tabib T, Talavera-López C, Travaglini K, Wilbrey-Clark A, Worlock K, Yoshida M, van den Berge M, Bossé Y, Desai T, Eickelberg O, Kaminski N, Krasnow M, Lafyatis R, Nikolic M, Powell J, Rajagopal J, Rojas M, Rozenblatt-Rosen O, Seibold M, Sheppard D, Shepherd D, Sin D, Timens W, Tsankov A, Whitsett J, Xu Y, Banovich N, Barbry P, Duong T, Falk C, Meyer K, Kropski J, Pe’er D, Schiller H, Tata P, Schultze J, Teichmann S, Misharin A, Nawijn M, Luecken M, Theis F. An integrated cell atlas of the lung in health and disease. Nature Medicine 2023, 29: 1563-1577. PMID: 37291214, PMCID: PMC10287567, DOI: 10.1038/s41591-023-02327-2.Peer-Reviewed Original ResearchConceptsCell atlasGene modulesCell typesCell type definitionsHuman Cell AtlasSingle-cell technologiesSingle-cell datasetsUndescribed cell typeMultiple lung diseasesCell statesMarker genesMonocyte-derived macrophagesDistal axisStudy of diseasesHuman tissuesAnnotationAtlasGenesSPP1DiversityExpressionTreesLimited numberCellsNew dataPD-1highCXCR5–CD4+ peripheral helper T cells promote CXCR3+ plasmablasts in human acute viral infection
Asashima H, Mohanty S, Comi M, Ruff W, Hoehn K, Wong P, Klein J, Lucas C, Cohen I, Coffey S, Lele N, Greta L, Raddassi K, Chaudhary O, Unterman A, Emu B, Kleinstein S, Montgomery R, Iwasaki A, Dela Cruz C, Kaminski N, Shaw A, Hafler D, Sumida T. PD-1highCXCR5–CD4+ peripheral helper T cells promote CXCR3+ plasmablasts in human acute viral infection. Cell Reports 2023, 42: 111895. PMID: 36596303, PMCID: PMC9806868, DOI: 10.1016/j.celrep.2022.111895.Peer-Reviewed Original ResearchConceptsAcute viral infectionTph cellsViral infectionCXCR3 expressionClinical outcomesHelper TSevere viral infectionsB cell helpBetter clinical outcomesProtective humoral immunityT cell-B cell interactionsKey immune responsesPlasmablast expansionB cell differentiationCell subsetsHumoral immunityCell helpImmune responseInterferon γPlasmablast differentiationB cellsPlasmablastsCell responsesInfectionCD4
2022
From COVID to fibrosis: lessons from single-cell analyses of the human lung
Justet A, Zhao AY, Kaminski N. From COVID to fibrosis: lessons from single-cell analyses of the human lung. Human Genomics 2022, 16: 20. PMID: 35698166, PMCID: PMC9189802, DOI: 10.1186/s40246-022-00393-0.Peer-Reviewed Original ResearchConceptsSingle-cell RNA-sequencing technologySingle-cell RNA sequencingRNA-sequencing technologyGene expression patternsMonocyte-derived macrophage populationSingle-cell analysisCell populationsLung diseaseCellular phenotypesRNA sequencingExpression patternsGene expressionAberrant repairMultiple tissuesPulmonary fibrosisMechanisms of diseaseFibrotic interstitial lung diseaseLife-threatening complicationsProgressive lung diseaseCOVID-19 pneumoniaInterstitial lung diseaseParenchymal lung diseaseAcute viral diseaseMacrophage populationsNovel cellType I interferon transcriptional network regulates expression of coinhibitory receptors in human T cells
Sumida TS, Dulberg S, Schupp JC, Lincoln MR, Stillwell HA, Axisa PP, Comi M, Unterman A, Kaminski N, Madi A, Kuchroo VK, Hafler DA. Type I interferon transcriptional network regulates expression of coinhibitory receptors in human T cells. Nature Immunology 2022, 23: 632-642. PMID: 35301508, PMCID: PMC8989655, DOI: 10.1038/s41590-022-01152-y.Peer-Reviewed Original ResearchConceptsCoinhibitory receptor expressionHuman T cellsIFN-I responsesCoinhibitory receptorsT cellsTIGIT expressionReceptor expressionAcute SARS-CoV-2 infectionPD-1/TimSARS-CoV-2 infectionEnhancement of immunotherapyType 1 interferonT-cell featuresLAG-3Infectious diseasesDifferent temporal kineticsTranscription factorsCancer therapyReceptorsCell featuresKey transcription factorIFNPresent studyMRNA profilingKey regulatorSingle-cell multi-omics reveals dyssynchrony of the innate and adaptive immune system in progressive COVID-19
Unterman A, Sumida TS, Nouri N, Yan X, Zhao AY, Gasque V, Schupp JC, Asashima H, Liu Y, Cosme C, Deng W, Chen M, Raredon MSB, Hoehn KB, Wang G, Wang Z, DeIuliis G, Ravindra NG, Li N, Castaldi C, Wong P, Fournier J, Bermejo S, Sharma L, Casanovas-Massana A, Vogels CBF, Wyllie AL, Grubaugh ND, Melillo A, Meng H, Stein Y, Minasyan M, Mohanty S, Ruff WE, Cohen I, Raddassi K, Niklason L, Ko A, Montgomery R, Farhadian S, Iwasaki A, Shaw A, van Dijk D, Zhao H, Kleinstein S, Hafler D, Kaminski N, Dela Cruz C. Single-cell multi-omics reveals dyssynchrony of the innate and adaptive immune system in progressive COVID-19. Nature Communications 2022, 13: 440. PMID: 35064122, PMCID: PMC8782894, DOI: 10.1038/s41467-021-27716-4.Peer-Reviewed Original ResearchMeSH KeywordsAdaptive ImmunityAgedAntibodies, Monoclonal, HumanizedCD4-Positive T-LymphocytesCD8-Positive T-LymphocytesCells, CulturedCOVID-19COVID-19 Drug TreatmentFemaleGene Expression ProfilingGene Expression RegulationHumansImmunity, InnateMaleReceptors, Antigen, B-CellReceptors, Antigen, T-CellRNA-SeqSARS-CoV-2Single-Cell AnalysisConceptsProgressive COVID-19B cell clonesSingle-cell analysisT cellsImmune responseMulti-omics single-cell analysisCOVID-19Cell clonesAdaptive immune interactionsSevere COVID-19Dynamic immune responsesGene expressionSARS-CoV-2 virusAdaptive immune systemSomatic hypermutation frequenciesCellular effectsProtein markersEffector CD8Immune signaturesProgressive diseaseHypermutation frequencyProgressive courseClassical monocytesClonesImmune interactions
2021
Chronic lung diseases are associated with gene expression programs favoring SARS-CoV-2 entry and severity
Bui LT, Winters NI, Chung MI, Joseph C, Gutierrez AJ, Habermann AC, Adams TS, Schupp JC, Poli S, Peter LM, Taylor CJ, Blackburn JB, Richmond BW, Nicholson AG, Rassl D, Wallace WA, Rosas IO, Jenkins RG, Kaminski N, Kropski JA, Banovich NE. Chronic lung diseases are associated with gene expression programs favoring SARS-CoV-2 entry and severity. Nature Communications 2021, 12: 4314. PMID: 34262047, PMCID: PMC8280215, DOI: 10.1038/s41467-021-24467-0.Peer-Reviewed Original ResearchConceptsChronic lung diseaseLung diseaseImmune responseSARS-CoV-2 entry factorsSevere coronavirus disease-19SARS-CoV-2 infectionWorse COVID-19 outcomesSARS-CoV-2 entryAdaptive immune responsesCoronavirus disease-19COVID-19 outcomesInnate immune responseInflammatory gene expression programSimilar cellular distributionPoor outcomePeripheral lungViral exposureDisease-19Inflammatory microenvironmentEntry factorsLung epitheliumLung cellsViral replicationAT2 cellsBasal differencesCutting Edge: Distinct B Cell Repertoires Characterize Patients with Mild and Severe COVID-19
Hoehn KB, Ramanathan P, Unterman A, Sumida TS, Asashima H, Hafler DA, Kaminski N, Dela Cruz CS, Sealfon SC, Bukreyev A, Kleinstein SH. Cutting Edge: Distinct B Cell Repertoires Characterize Patients with Mild and Severe COVID-19. The Journal Of Immunology 2021, 206: 2785-2790. PMID: 34049971, PMCID: PMC8627528, DOI: 10.4049/jimmunol.2100135.Peer-Reviewed Original ResearchConceptsSevere COVID-19Mild COVID-19B cell responsesMemory B cellsB cell repertoireB cellsCell repertoireCOVID-19Cell responsesExtrafollicular B cell responsesLong-term immunitySymptomatic COVID-19Onset of symptomsB cell populationsGerminal center reactionProtective immunityPlasma cellsSingle-cell RNA sequencingCenter reactionPatientsCell populationsImmunityRNA sequencingCellsPostvaccinationImmune dysregulation and autoreactivity correlate with disease severity in SARS-CoV-2-associated multisystem inflammatory syndrome in children
Ramaswamy A, Brodsky NN, Sumida TS, Comi M, Asashima H, Hoehn KB, Li N, Liu Y, Shah A, Ravindra NG, Bishai J, Khan A, Lau W, Sellers B, Bansal N, Guerrerio P, Unterman A, Habet V, Rice AJ, Catanzaro J, Chandnani H, Lopez M, Kaminski N, Dela Cruz CS, Tsang JS, Wang Z, Yan X, Kleinstein SH, van Dijk D, Pierce RW, Hafler DA, Lucas CL. Immune dysregulation and autoreactivity correlate with disease severity in SARS-CoV-2-associated multisystem inflammatory syndrome in children. Immunity 2021, 54: 1083-1095.e7. PMID: 33891889, PMCID: PMC8043654, DOI: 10.1016/j.immuni.2021.04.003.Peer-Reviewed Original ResearchConceptsMIS-C patientsDisease severityInflammatory syndromeTCR repertoireSARS-CoV-2-associated multisystem inflammatory syndromeAsymptomatic SARS-CoV-2 infectionSARS-CoV-2 infectionAdult COVID-19Post-infectious complicationsMultisystem inflammatory syndromeCytotoxicity genesHealthy pediatricImmune dysregulationMemory TActive infectionMyeloid dysfunctionPatientsSingle-cell RNA sequencingFlow cytometrySerum proteomicsRepertoire analysisElevated expressionSeverityAlarminsCOVID-19
2020
Reduced development of COVID-19 in children reveals molecular checkpoints gating pathogenesis illuminating potential therapeutics
Steinman JB, Lum FM, Ho PP, Kaminski N, Steinman L. Reduced development of COVID-19 in children reveals molecular checkpoints gating pathogenesis illuminating potential therapeutics. Proceedings Of The National Academy Of Sciences Of The United States Of America 2020, 117: 24620-24626. PMID: 32883878, PMCID: PMC7547272, DOI: 10.1073/pnas.2012358117.Peer-Reviewed Original ResearchConceptsSevere acute respiratory syndrome coronavirus 2 (SARS-CoV-2) receptorT helper 2 (Th2) immune responsesCross-reactive humoral immunityCOVID-19T cell immunityT helper 2SARS-CoV-2Cell immunityCommon coronavirusesHelper 2Humoral immunityInflammatory cytokinesRespiratory tractImmune responseCommon coldPandemic virusPotential therapeuticsChildrenPathogenesisImmunityReduced developmentMolecular checkpointsCoronavirusLow levelsEosinophiliaTocilizumab Treatment for Cytokine Release Syndrome in Hospitalized Patients With Coronavirus Disease 2019 Survival and Clinical Outcomes
Price CC, Altice FL, Shyr Y, Koff A, Pischel L, Goshua G, Azar MM, Mcmanus D, Chen SC, Gleeson SE, Britto CJ, Azmy V, Kaman K, Gaston DC, Davis M, Burrello T, Harris Z, Villanueva MS, Aoun-Barakat L, Kang I, Seropian S, Chupp G, Bucala R, Kaminski N, Lee AI, LoRusso PM, Topal JE, Dela Cruz C, Malinis M. Tocilizumab Treatment for Cytokine Release Syndrome in Hospitalized Patients With Coronavirus Disease 2019 Survival and Clinical Outcomes. CHEST Journal 2020, 158: 1397-1408. PMID: 32553536, PMCID: PMC7831876, DOI: 10.1016/j.chest.2020.06.006.Peer-Reviewed Original ResearchConceptsCytokine release syndromeTocilizumab-treated patientsSevere diseaseRelease syndromeTocilizumab treatmentInflammatory biomarkersNonsevere diseaseSoluble IL-2 receptor levelsHigh-sensitivity C-reactive proteinIL-2 receptor levelsConsecutive COVID-19 patientsIL-6 receptor antagonistMechanical ventilation outcomesC-reactive proteinCOVID-19 patientsHigher admission levelsRace/ethnicityMV daysVentilation outcomesAdverse eventsChart reviewClinical responseMedian ageWhite patientsClinical outcomesExpression of SARS-CoV-2 receptor ACE2 and coincident host response signature varies by asthma inflammatory phenotype
Camiolo M, Gauthier M, Kaminski N, Ray A, Wenzel SE. Expression of SARS-CoV-2 receptor ACE2 and coincident host response signature varies by asthma inflammatory phenotype. Journal Of Allergy And Clinical Immunology 2020, 146: 315-324.e7. PMID: 32531372, PMCID: PMC7283064, DOI: 10.1016/j.jaci.2020.05.051.Peer-Reviewed Original ResearchMeSH KeywordsAdolescentAdultAngiotensin-Converting Enzyme 2AsthmaBetacoronavirusBiomarkersBronchiBronchoalveolar Lavage FluidCohort StudiesCoronavirus InfectionsCOVID-19EosinophilsFemaleGene Expression ProfilingHumansInterferon Type IInterferon-gammaMaleMiddle AgedPandemicsPeptidyl-Dipeptidase APneumonia, ViralProtein Interaction MappingReceptors, VirusRisk FactorsSARS-CoV-2Severity of Illness IndexT-LymphocytesTranscriptomeUnited StatesConceptsCoronavirus disease 2019Severe coronavirus disease 2019Subset of patientsDisease 2019Risk factorsBronchial epitheliumAcute respiratory syndrome coronavirus 2 infectionSevere acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infectionSevere acute respiratory syndrome coronavirus 2Syndrome coronavirus 2 infectionType 2 inflammatory biomarkersAcute respiratory syndrome coronavirus 2Receptor ACE2SARS-CoV-2 receptor ACE2Respiratory syndrome coronavirus 2Asthma inflammatory phenotypesLarge asthma cohortsLower peripheral bloodT cell-activating factorCoronavirus 2 infectionEnzyme 2 (ACE2) expressionHistory of hypertensionDiagnosis of asthmaBronchoalveolar lavage lymphocytesT cell recruitmentCOVID-19 vulnerability: the potential impact of genetic susceptibility and airborne transmission
Godri Pollitt KJ, Peccia J, Ko AI, Kaminski N, Dela Cruz CS, Nebert DW, Reichardt JKV, Thompson DC, Vasiliou V. COVID-19 vulnerability: the potential impact of genetic susceptibility and airborne transmission. Human Genomics 2020, 14: 17. PMID: 32398162, PMCID: PMC7214856, DOI: 10.1186/s40246-020-00267-3.Peer-Reviewed Original ResearchSARS-CoV-2 Receptor ACE2 Is an Interferon-Stimulated Gene in Human Airway Epithelial Cells and Is Detected in Specific Cell Subsets across Tissues
Ziegler C, Allon S, Nyquist S, Mbano I, Miao V, Tzouanas C, Cao Y, Yousif A, Bals J, Hauser B, Feldman J, Muus C, Wadsworth M, Kazer S, Hughes T, Doran B, Gatter G, Vukovic M, Taliaferro F, Mead B, Guo Z, Wang J, Gras D, Plaisant M, Ansari M, Angelidis I, Adler H, Sucre J, Taylor C, Lin B, Waghray A, Mitsialis V, Dwyer D, Buchheit K, Boyce J, Barrett N, Laidlaw T, Carroll S, Colonna L, Tkachev V, Peterson C, Yu A, Zheng H, Gideon H, Winchell C, Lin P, Bingle C, Snapper S, Kropski J, Theis F, Schiller H, Zaragosi L, Barbry P, Leslie A, Kiem H, Flynn J, Fortune S, Berger B, Finberg R, Kean L, Garber M, Schmidt A, Lingwood D, Shalek A, Ordovas-Montanes J, Network H, Banovich N, Barbry P, Brazma A, Desai T, Duong T, Eickelberg O, Falk C, Farzan M, Glass I, Haniffa M, Horvath P, Hung D, Kaminski N, Krasnow M, Kropski J, Kuhnemund M, Lafyatis R, Lee H, Leroy S, Linnarson S, Lundeberg J, Meyer K, Misharin A, Nawijn M, Nikolic M, Ordovas-Montanes J, Pe’er D, Powell J, Quake S, Rajagopal J, Tata P, Rawlins E, Regev A, Reyfman P, Rojas M, Rosen O, Saeb-Parsy K, Samakovlis C, Schiller H, Schultze J, Seibold M, Shalek A, Shepherd D, Spence J, Spira A, Sun X, Teichmann S, Theis F, Tsankov A, van den Berge M, von Papen M, Whitsett J, Xavier R, Xu Y, Zaragosi L, Zhang K. SARS-CoV-2 Receptor ACE2 Is an Interferon-Stimulated Gene in Human Airway Epithelial Cells and Is Detected in Specific Cell Subsets across Tissues. Cell 2020, 181: 1016-1035.e19. PMID: 32413319, PMCID: PMC7252096, DOI: 10.1016/j.cell.2020.04.035.Peer-Reviewed Original ResearchMeSH KeywordsAdolescentAlveolar Epithelial CellsAngiotensin-Converting Enzyme 2AnimalsBetacoronavirusCell LineCells, CulturedChildCoronavirus InfectionsCOVID-19EnterocytesGoblet CellsHIV InfectionsHumansInfluenza, HumanInterferon Type ILungMacaca mulattaMiceMycobacterium tuberculosisNasal MucosaPandemicsPeptidyl-Dipeptidase APneumonia, ViralReceptors, VirusSARS-CoV-2Serine EndopeptidasesSingle-Cell AnalysisTuberculosisUp-RegulationConceptsSARS-CoV-2Interferon-stimulated genesAirway epithelial cellsCell subsetsSingle-cell RNA sequencing datasetsRNA sequencing datasetsSARS-CoV-2 receptor ACE2Human interferon-stimulated genesTransmembrane serine protease 2Human airway epithelial cellsEpithelial cellsSevere acute respiratory syndrome coronavirus clade 2SARS-CoV-2 spike proteinType II pneumocytesSerine protease 2Clade 2Putative targetsNon-human primatesSpecific cell subsetsCo-expressing cellsDisease COVID-19ACE2 expressionLung injuryLung type II pneumocytesAbsorptive enterocytes