2024
SDePER: a hybrid machine learning and regression method for cell-type deconvolution of spatial barcoding-based transcriptomic data
Liu Y, Li N, Qi J, Xu G, Zhao J, Wang N, Huang X, Jiang W, Wei H, Justet A, Adams T, Homer R, Amei A, Rosas I, Kaminski N, Wang Z, Yan X. SDePER: a hybrid machine learning and regression method for cell-type deconvolution of spatial barcoding-based transcriptomic data. Genome Biology 2024, 25: 271. PMID: 39402626, PMCID: PMC11475911, DOI: 10.1186/s13059-024-03416-2.Peer-Reviewed Original ResearchSingle-Cell Profiling Reveals Immune Aberrations in Progressive Idiopathic Pulmonary Fibrosis.
Unterman A, Zhao A, Neumark N, Schupp J, Ahangari F, Cosme C, Sharma P, Flint J, Stein Y, Ryu C, Ishikawa G, Sumida T, Gomez J, Herazo-Maya J, Dela Cruz C, Herzog E, Kaminski N. Single-Cell Profiling Reveals Immune Aberrations in Progressive Idiopathic Pulmonary Fibrosis. American Journal Of Respiratory And Critical Care Medicine 2024, 210: 484-496. PMID: 38717443, PMCID: PMC11351796, DOI: 10.1164/rccm.202306-0979oc.Peer-Reviewed Original ResearchStable idiopathic pulmonary fibrosisIdiopathic pulmonary fibrosisPeripheral blood mononuclear cellsProgressive idiopathic pulmonary fibrosisPeripheral immune systemT cellsPulmonary fibrosisCohort of IPF patientsAssociated with decreased survivalIdiopathic pulmonary fibrosis patientsPeripheral blood mononuclear cell samplesPeripheral blood cell populationsImmune systemFraction of TregsRegulatory T cellsBlood mononuclear cellsBlood cell populationsFlow cytometry analysisImmune aberrationsIPF patientsTregsMononuclear cellsSingle-cell RNA sequencingLung homogenatesMonocyte chemoattractant
2023
Emergence of division of labor in tissues through cell interactions and spatial cues
Adler M, Moriel N, Goeva A, Avraham-Davidi I, Mages S, Adams T, Kaminski N, Macosko E, Regev A, Medzhitov R, Nitzan M. Emergence of division of labor in tissues through cell interactions and spatial cues. Cell Reports 2023, 42: 112412. PMID: 37086403, PMCID: PMC10242439, DOI: 10.1016/j.celrep.2023.112412.Peer-Reviewed Original ResearchConceptsSingle-cell RNA sequencingMost cell typesCell-type populationsCell-cell interactionsDistinguishable expression patternsCell population levelSpatial transcriptomics dataCell interactionsLigand-receptor networkMulticellular organismsTranscriptomic dataRNA sequencingInstructive signalsExpression patternsSpecialist cellsCell typesIndividual cellsDivision of laborMultiple functionsTissue environmentSame cellsDifferent functionsPopulation levelCellsDivisionSingle-Cell Rna Sequencing of the Mouse Isograft and Allograft Lung after Orthotopic Lung Transplantation
Hooft C, Kaes J, Heigl T, Beeckmans H, Kerckhof P, Vanstapel A, Jin X, Slambrouck J, Vandervelde C, Van Raemdonck D, Kaminski N, McDonough J, Ceulemans L, Vos R, Vanaudenaerde B. Single-Cell Rna Sequencing of the Mouse Isograft and Allograft Lung after Orthotopic Lung Transplantation. The Journal Of Heart And Lung Transplantation 2023, 42: s539. DOI: 10.1016/j.healun.2023.02.1473.Peer-Reviewed Original ResearchLung transplantationImmune cellsImmune responseEndothelial cellsMouse lung transplant modelSingle-cell RNA sequencingCell RNA sequencingLung transplant modelOrthotopic lung transplantationAdaptive immune cellsInnate immune cellsRNA sequencingSingle-cell RNA profilingAllograft lungChronic rejectionInnate inflammationTransplant modelEndothelial upregulationMHC expressionPrimary onsetSham controlsSingle cell suspensionsWeek 10Week 1Transplantation
2022
CD38 Mediates Lung Fibrosis by Promoting Alveolar Epithelial Cell Aging.
Cui H, Xie N, Banerjee S, Dey T, Liu RM, Antony VB, Sanders YY, Adams TS, Gomez JL, Thannickal VJ, Kaminski N, Liu G. CD38 Mediates Lung Fibrosis by Promoting Alveolar Epithelial Cell Aging. American Journal Of Respiratory And Critical Care Medicine 2022, 206: 459-475. PMID: 35687485, DOI: 10.1164/rccm.202109-2151oc.Peer-Reviewed Original ResearchConceptsIdiopathic pulmonary fibrosisLung fibrosisCD38 expressionAlveolar epithelial cell injuryEpithelial cell injuryEffective therapeutic strategyHuman lung parenchymaIPF lungsLung functionPulmonary fibrosisDisease progressionFibrotic lungsReal-time PCRYoung miceLung parenchymaOld miceCell injuryTherapeutic strategiesFibrosisPharmacological inactivationCD38Single-cell RNA sequencingFlow cytometryWestern blottingOld animalsFrom 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 cellBronchial epithelium epithelial-mesenchymal plasticity forms aberrant basaloid-like cells in vitro
Uthaya Kumar DB, Motakis E, Yurieva M, Kohar V, Martinek J, Wu TC, Khoury J, Grassmann J, Lu M, Palucka K, Kaminski N, Koff JL, Williams A. Bronchial epithelium epithelial-mesenchymal plasticity forms aberrant basaloid-like cells in vitro. American Journal Of Physiology - Lung Cellular And Molecular Physiology 2022, 322: l822-l841. PMID: 35438006, PMCID: PMC9142163, DOI: 10.1152/ajplung.00254.2021.Peer-Reviewed Original ResearchConceptsProtein codingEpithelial-mesenchymal transitionLncRNA genesEMT inductionSingle-cell RNA sequencingSingle-cell RNA-seq dataEpithelial-mesenchymal plasticityRNA-seq dataMechanisms of EMTSingle-cell levelEpithelial cell typesRole of EMTTranscriptional reprogrammingHuman bronchial epithelial cellsRNA genesEMT gene signatureTranscriptional changesTranscriptional differencesRNA sequencingSpecific lncRNAsBronchial epithelial cellsDifferential expressionMyofibroblast conversionCell typesGenesCharacterization of the COPD alveolar niche using single-cell RNA sequencing
Sauler M, McDonough JE, Adams TS, Kothapalli N, Barnthaler T, Werder RB, Schupp JC, Nouws J, Robertson MJ, Coarfa C, Yang T, Chioccioli M, Omote N, Cosme C, Poli S, Ayaub EA, Chu SG, Jensen KH, Gomez JL, Britto CJ, Raredon MSB, Niklason LE, Wilson AA, Timshel PN, Kaminski N, Rosas IO. Characterization of the COPD alveolar niche using single-cell RNA sequencing. Nature Communications 2022, 13: 494. PMID: 35078977, PMCID: PMC8789871, DOI: 10.1038/s41467-022-28062-9.Peer-Reviewed Original ResearchConceptsSingle-cell RNA sequencingRNA sequencingCell-specific mechanismsChronic obstructive pulmonary diseaseAdvanced chronic obstructive pulmonary diseaseTranscriptomic network analysisSingle-cell RNA sequencing profilesCellular stress toleranceAberrant cellular metabolismStress toleranceRNA sequencing profilesTranscriptional evidenceCellular metabolismAlveolar nicheSequencing profilesHuman alveolar epithelial cellsChemokine signalingAlveolar epithelial type II cellsObstructive pulmonary diseaseSitu hybridizationType II cellsEpithelial type II cellsSequencingCOPD pathobiologyHuman lung tissue samples
2021
Cutting 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 sequencingCellsPostvaccinationFibroblasts positive for meflin have anti-fibrotic properties in pulmonary fibrosis
Nakahara Y, Hashimoto N, Sakamoto K, Enomoto A, Adams TS, Yokoi T, Omote N, Poli S, Ando A, Wakahara K, Suzuki A, Inoue M, Hara A, Mizutani Y, Imaizumi K, Kawabe T, Rosas IO, Takahashi M, Kaminski N, Hasegawa Y. Fibroblasts positive for meflin have anti-fibrotic properties in pulmonary fibrosis. European Respiratory Journal 2021, 58: 2003397. PMID: 34049947, DOI: 10.1183/13993003.03397-2020.Peer-Reviewed Original ResearchConceptsIdiopathic pulmonary fibrosisPulmonary fibrosisAnti-fibrotic propertiesRole of fibroblastsFibroblastic fociPathogenesis of IPFLung fibrosis modelSenescence-associated secretory phenotypeNormal lung samplesMesenchymal stromal cellsIPF patientsIPF lungsDense fibrosisPathological hallmark lesionsFibrosis modelFibrotic lungsHallmark lesionsSingle-cell atlasActive fibrogenesisElderly individualsLung samplesFibrosisSingle-cell RNA sequencingFibrotic regionsSecretory phenotypeImmune 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
Platform Effects on Regeneration by Pulmonary Basal Cells as Evaluated by Single-Cell RNA Sequencing
Greaney AM, Adams TS, Raredon M, Gubbins E, Schupp JC, Engler AJ, Ghaedi M, Yuan Y, Kaminski N, Niklason LE. Platform Effects on Regeneration by Pulmonary Basal Cells as Evaluated by Single-Cell RNA Sequencing. Cell Reports 2020, 30: 4250-4265.e6. PMID: 32209482, PMCID: PMC7175071, DOI: 10.1016/j.celrep.2020.03.004.Peer-Reviewed Original ResearchConceptsSingle-cell RNA sequencingBasal marker expressionBasal cellsChronic pulmonary diseaseRat tracheal epitheliumPulmonary diseaseRNA sequencingCell-based therapiesRat tracheaAir-liquid interfaceTissue graftMarker expressionTracheal epitheliumRegenerative outcomesTracheaEpithelial progenitorsDifferential outcomesEpitheliumOutcomesWhole organPopulation level