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 Analysis Reveals Novel Immune Perturbations in Fibrotic Hypersensitivity Pneumonitis.
Zhao A, Unterman A, Abu Hussein N, Sharma P, Nikola F, Flint J, Yan X, Adams T, Justet A, Sumida T, Zhao J, Schupp J, Raredon M, Ahangari F, Deluliis G, Zhang Y, Buendia-Roldan I, Adegunsoye A, Sperling A, Prasse A, Ryu C, Herzog E, Selman M, Pardo A, Kaminski N. Single-Cell Analysis Reveals Novel Immune Perturbations in Fibrotic Hypersensitivity Pneumonitis. American Journal Of Respiratory And Critical Care Medicine 2024, 210: 1252-1266. PMID: 38924775, PMCID: PMC11568434, DOI: 10.1164/rccm.202401-0078oc.Peer-Reviewed Original ResearchFibrotic hypersensitivity pneumonitisIdiopathic pulmonary fibrosisPeripheral blood mononuclear cellsBronchoalveolar lavage cellsBlood mononuclear cellsClassical monocytesHypersensitivity pneumonitisPulmonary fibrosisT cellsImmune perturbationsLavage cellsMononuclear cellsCD8+ T cellsCytotoxic T cellsInterstitial lung diseaseHypersensitivity pneumonitis patientsCytotoxic CD4Immune aberrationsPneumonic patientsPneumonitisLung diseaseHealthy controlsImmune mechanismsPatient cellsSingle-cell transcriptomicsSINGLE-CELL ANALYSIS OF SOMATIC MUTATIONS IN HUMAN LUNG REVEALS ASSOCIATION WITH TRANSCRIPTIONAL CHANGES IN AGING
De Man R, Adams T, McDonough J, Cala-Garcia J, Moss B, Yan X, Rosas I, Kaminski N. SINGLE-CELL ANALYSIS OF SOMATIC MUTATIONS IN HUMAN LUNG REVEALS ASSOCIATION WITH TRANSCRIPTIONAL CHANGES IN AGING. Innovation In Aging 2024, 8: 571-572. PMCID: PMC11690935, DOI: 10.1093/geroni/igae098.1872.Peer-Reviewed Original ResearchSomatic mutationsMutational burdenCell type annotationAlveolar type 1DNA damage response genesAnalysis of somatic mutationsSomatic mutation accumulationAccumulation of somatic mutationsCell typesUbiquitin ligase geneDamage response genesLoss of cell functionAnalyzed somatic mutationsDecreased expressionSingle-cell RNAseqLigase geneMutation accumulationTop genesSignaling genesCell marker genesResponse genesTranscriptional changesAlveolar type 1 cellsGenesMarker genesPredicting lung aging using scRNA-Seq data
Song Q, Singh A, McDonough J, Adams T, Vos R, De Man R, Myers G, Ceulemans L, Vanaudenaerde B, Wuyts W, Yan X, Schupp J, Hagood J, Kaminski N, Bar-Joseph Z. Predicting lung aging using scRNA-Seq data. PLOS Computational Biology 2024, 20: e1012632. PMID: 39700255, PMCID: PMC11741621, DOI: 10.1371/journal.pcbi.1012632.Peer-Reviewed Original ResearchPlasma collagen neoepitopes are associated with multiorgan disease in the ACCESS and GRADS sarcoidosis cohorts
Sand J, Jessen H, Leeming D, Yu S, Lee C, Hu B, Sun Y, Adams T, Pivarnik T, Liu A, Woo S, McGovern J, Fiorini V, Saber T, Higuero-Sevilla J, Gulati M, Kaminski N, Damsky W, Shaw A, Mohanty S, Goobie G, Zhang Y, Herzog E, Ryu C. Plasma collagen neoepitopes are associated with multiorgan disease in the ACCESS and GRADS sarcoidosis cohorts. Thorax 2024, 79: 1136-1144. PMID: 39117421, DOI: 10.1136/thorax-2023-221095.Peer-Reviewed Original ResearchSarcoidosis cohortMultiorgan diseasePRO-C3Interleukin-4Case Control Etiologic Study of SarcoidosisPlasma levels of interleukin-4Alpha-1 antitrypsin deficiencyLevels of interleukin-4Pathogenesis of sarcoidosisC6MC3MHealthy control patientsStudy of sarcoidosisGenomic researchAbnormal extracellular matrixAssociated with dermatological diseaseCollagen degradationScadding stageCorticosteroid useComplex diseasesPRO-C6Control patientsIL-13IL-5IL-9Noninvasive assessment of the lung inflammation-fibrosis axis by targeted imaging of CMKLR1
Mannes P, Adams T, Farsijani S, Barnes C, Latoche J, Day K, Nedrow J, Ahangari F, Kaminski N, Lee J, Tavakoli S. Noninvasive assessment of the lung inflammation-fibrosis axis by targeted imaging of CMKLR1. Science Advances 2024, 10: eadm9817. PMID: 38896611, PMCID: PMC11186491, DOI: 10.1126/sciadv.adm9817.Peer-Reviewed Original ResearchConceptsIdiopathic pulmonary fibrosisFibrotic lung diseaseRisk stratificationMurine modelLung fibrosisLung diseaseModel of bleomycin-induced lung fibrosisBleomycin-induced lung fibrosisImaging biomarkersMurine model of bleomycin-induced lung fibrosisBronchoalveolar lavage cellsMonocyte-derived macrophagesPositron emission tomographyInflammatory endotypesPulmonary fibrosisLavage cellsPoor survivalNoninvasive assessmentTherapeutic monitoringEmission tomographyCMKLR1FibrosisClinical trajectoryLungLung regionsDendritic Cell - Fibroblast Crosstalk Via Toll-like Receptor 9 and Aryl Hyrdocarbon Receptor Signaling Drives Lung Fibrogenesis
Carter H, Costa R, Adams T, Moore B, Kaminski N, Gurczynski S. Dendritic Cell - Fibroblast Crosstalk Via Toll-like Receptor 9 and Aryl Hyrdocarbon Receptor Signaling Drives Lung Fibrogenesis. 2024, a5207-a5207. DOI: 10.1164/ajrccm-conference.2024.209.1_meetingabstracts.a5207.Peer-Reviewed Original ResearchProfibrotic Role of GPR87 in Pulmonary Fibrosis
Khoury J, Ahangari F, Manning E, Justet A, barnthaler T, Adams T, Necola F, Alysandratos K, Beermann M, Kotton D, Kaminski N. Profibrotic Role of GPR87 in Pulmonary Fibrosis. 2024, a5183-a5183. DOI: 10.1164/ajrccm-conference.2024.209.1_meetingabstracts.a5183.Peer-Reviewed Original ResearchIPF Aberrant Basaloid Cells Have Chromatin Accessibility Features Distinct From Other Lung Epithelial Cells
Adams T, Schupp J, Balayev A, Justet A, Sharma P, Anderson S, Nekola F, Deiuliis G, Yan X, Wuyts W, Vanaudenaerde B, Kaminski N. IPF Aberrant Basaloid Cells Have Chromatin Accessibility Features Distinct From Other Lung Epithelial Cells. 2024, a4898-a4898. DOI: 10.1164/ajrccm-conference.2024.209.1_meetingabstracts.a4898.Peer-Reviewed Original ResearchApplying Single Cell Profiling to Assess Drug Anti Fibrotic Properties in the Human Precision Cut Lung Slice Model of Fibrosis
Justet A, Mitash N, Pineda R, Adams T, Balayev A, Abu Hussein N, Ishizuka M, Kim H, Khoury J, Ahangari F, Yan X, Kaminski N, Koenigshoff M. Applying Single Cell Profiling to Assess Drug Anti Fibrotic Properties in the Human Precision Cut Lung Slice Model of Fibrosis. 2024, a4906-a4906. DOI: 10.1164/ajrccm-conference.2024.209.1_meetingabstracts.a4906.Peer-Reviewed Original ResearchDedifferentiated early postnatal lung myofibroblasts redifferentiate in adult disease
Chandran R, Adams T, Kabir I, Gallardo-Vara E, Kaminski N, Gomperts B, Greif D. Dedifferentiated early postnatal lung myofibroblasts redifferentiate in adult disease. Frontiers In Cell And Developmental Biology 2024, 12: 1335061. PMID: 38572485, PMCID: PMC10987733, DOI: 10.3389/fcell.2024.1335061.Peer-Reviewed Original ResearchRNA sequencing analysisSMA+ myofibroblastsGene expression profilesLung myofibroblastsAdult lungSequence analysisResponse to lung injurySingle cell RNA sequencing analysisTissue remodeling genesSmooth muscle cell markersLung to hypoxiaExpression profilesRemodeling genesMuscle cell markersResponse to injuryCell typesSMA cellsLineage tracingLung injuryCell markersLineagesGenesAdult diseaseDrug bleomycinLung surface area
2023
iDESC: identifying differential expression in single-cell RNA sequencing data with multiple subjects
Liu Y, Zhao J, Adams T, Wang N, Schupp J, Wu W, McDonough J, Chupp G, Kaminski N, Wang Z, Yan X. iDESC: identifying differential expression in single-cell RNA sequencing data with multiple subjects. BMC Bioinformatics 2023, 24: 318. PMID: 37608264, PMCID: PMC10463720, DOI: 10.1186/s12859-023-05432-8.Peer-Reviewed Original ResearchVISTA (PD-1H) Is a Crucial Immune Regulator to Limit Pulmonary Fibrosis.
Kim S, Adams T, Hu Q, Shin H, Chae G, Lee S, Sharma L, Kwon H, Lee F, Park H, Huh W, Manning E, Kaminski N, Sauler M, Chen L, Song J, Kim T, Kang M. VISTA (PD-1H) Is a Crucial Immune Regulator to Limit Pulmonary Fibrosis. American Journal Of Respiratory Cell And Molecular Biology 2023, 69: 22-33. PMID: 36450109, PMCID: PMC10324045, DOI: 10.1165/rcmb.2022-0219oc.Peer-Reviewed Original ResearchConceptsIdiopathic pulmonary fibrosisPulmonary fibrosisImmune regulatorsTherapeutic potentialHuman idiopathic pulmonary fibrosisCrucial immune regulatorsNovel immune regulatorPulmonary fibrosis micePulmonary fibrosis modelNovel therapeutic targetRole of VISTAWild-type littermatesMonocyte-derived macrophagesT lymphocyte lineageVISTA expressionIPF treatmentAntibody treatmentImmune landscapeFibrotic mediatorsLung fibrosisFibrosis miceInflammatory responseFibrosis modelMyeloid populationsTherapeutic targetmicroRNA-33 deficiency in macrophages enhances autophagy, improves mitochondrial homeostasis, and protects against lung fibrosis
Ahangari F, Price N, Malik S, Chioccioli M, Bärnthaler T, Adams T, Kim J, Pradeep S, Ding S, Cosme C, Rose K, McDonough J, Aurelien N, Ibarra G, Omote N, Schupp J, DeIuliis G, Nunez J, Sharma L, Ryu C, Dela Cruz C, Liu X, Prasse A, Rosas I, Bahal R, Fernandez-Hernando C, Kaminski N. microRNA-33 deficiency in macrophages enhances autophagy, improves mitochondrial homeostasis, and protects against lung fibrosis. JCI Insight 2023, 8: e158100. PMID: 36626225, PMCID: PMC9977502, DOI: 10.1172/jci.insight.158100.Peer-Reviewed Original ResearchConceptsIdiopathic pulmonary fibrosisPulmonary fibrosisMiR-33MiR-33 levelsSpecific genetic ablationBronchoalveolar lavage cellsNovel therapeutic approachesMitochondrial homeostasisFatty acid metabolismMacrophages protectsBleomycin injuryLavage cellsLung fibrosisHealthy controlsInflammatory responseTherapeutic approachesImmunometabolic responsesCholesterol effluxFibrosisFatal diseasePharmacological inhibitionSterol regulatory element-binding protein (SREBP) genesGenetic ablationMacrophagesEx vivo mouse
2022
Characterization 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
Transcriptomics of bronchoalveolar lavage cells identifies new molecular endotypes of sarcoidosis
Vukmirovic M, Yan X, Gibson KF, Gulati M, Schupp JC, DeIuliis G, Adams TS, Hu B, Mihaljinec A, Woolard TN, Lynn H, Emeagwali N, Herzog EL, Chen ES, Morris A, Leader JK, Zhang Y, Garcia JGN, Maier LA, Collman RG, Drake WP, Becich MJ, Hochheiser H, Wisniewski SR, Benos PV, Moller DR, Prasse A, Koth LL, Kaminski N. Transcriptomics of bronchoalveolar lavage cells identifies new molecular endotypes of sarcoidosis. European Respiratory Journal 2021, 58: 2002950. PMID: 34083402, PMCID: PMC9759791, DOI: 10.1183/13993003.02950-2020.Peer-Reviewed Original ResearchConceptsWeighted gene co-expression network analysisGene co-expression network analysisCo-expression network analysisGene expression programsGene expression patternsDistinct transcriptional programsImmune response pathwaysIon Torrent ProtonMicroarray expression datasetsExpression programsTranscriptional programsPhenotypic traitsGene modulesResponse pathwaysRNA sequencingMolecular endotypesExpression patternsGene expressionHilar lymphadenopathyOrgan involvementGenomic researchMechanistic targetExpression datasetsT helper type 1T cell immune responsesIntegrated Single-Cell Atlas of Endothelial Cells of the Human Lung
Schupp JC, Adams TS, Cosme C, Raredon MSB, Yuan Y, Omote N, Poli S, Chioccioli M, Rose KA, Manning EP, Sauler M, DeIuliis G, Ahangari F, Neumark N, Habermann AC, Gutierrez AJ, Bui LT, Lafyatis R, Pierce RW, Meyer KB, Nawijn MC, Teichmann SA, Banovich NE, Kropski JA, Niklason LE, Pe’er D, Yan X, Homer RJ, Rosas IO, Kaminski N. Integrated Single-Cell Atlas of Endothelial Cells of the Human Lung. Circulation 2021, 144: 286-302. PMID: 34030460, PMCID: PMC8300155, DOI: 10.1161/circulationaha.120.052318.Peer-Reviewed Original ResearchConceptsDifferential expression analysisPrimary lung endothelial cellsLung endothelial cellsCell typesMarker genesExpression analysisSingle-cell RNA sequencing dataCross-species analysisVenous endothelial cellsEndothelial marker genesSingle-cell atlasMarker gene setsRNA sequencing dataEndothelial cellsSubsequent differential expression analysisDifferent lung cell typesResident cell typesLung cell typesCellular diversityEndothelial cell typesCapillary endothelial cellsHuman lung endothelial cellsPhenotypic diversityEndothelial diversityIndistinguishable populationsElevated IL-15 concentrations in the sarcoidosis lung are independent of granuloma burden and disease phenotypes
Minasyan M, Sharma L, Pivarnik T, Liu W, Adams T, Bermejo S, Peng X, Liu A, Ishikawa G, Perry C, Kaminski N, Gulati M, Herzog EL, Dela Cruz CS, Ryu C. Elevated IL-15 concentrations in the sarcoidosis lung are independent of granuloma burden and disease phenotypes. American Journal Of Physiology - Lung Cellular And Molecular Physiology 2021, 320: l1137-l1146. PMID: 33851886, PMCID: PMC8285626, DOI: 10.1152/ajplung.00575.2020.Peer-Reviewed Original ResearchConceptsIL-15 concentrationsIL-15Bronchoalveolar lavageDisease pathogenesisSarcoidosis lungClinical manifestationsLineages of miceIL-15 receptor αHuman cohortsInflammation of sarcoidosisIL-15 levelsOngoing inflammatory processSystemic granulomatous diseaseNumber of granulomasDisease phenotypeSarcoidosis cohortTDM administrationGranuloma numberComorbid conditionsClinical progressionInterleukin-15Granulomatous diseaseInflammatory processGranuloma formationHealthy controls
2025
Epigenetic age acceleration in idiopathic pulmonary fibrosis revealed by DNA methylation clocks
Kurbanov D, Ahangari F, Adams T, De Man R, Tang J, Carlon M, Abu Hussein N, Cortesi E, Zapata M, De Sadelaar L, Wuyts W, Vanaudenaerde B, Kaminski N, McDonough J. Epigenetic age acceleration in idiopathic pulmonary fibrosis revealed by DNA methylation clocks. American Journal Of Physiology - Lung Cellular And Molecular Physiology 2025, 328: l456-l462. PMID: 39970931, DOI: 10.1152/ajplung.00171.2024.Peer-Reviewed Original ResearchConceptsIdiopathic pulmonary fibrosisIdiopathic pulmonary fibrosis tissuePulmonary fibrosisLung tissueEpigenetic clocksPotential of DNA methylationDNA methylation levelsDebilitating lung diseaseIllumina MethylationEPIC arrayHuman lung tissueEpigenetic ageDNA methylation clocksBiological ageAffected lung tissueIPF casesClinical prognosisMethylation patternsDNA methylationLung diseaseHealthy controlsAcceleration of biological agingMethylation levelsMethylationEPIC arrayAge accelerationClinical assessmentCD103+ dendritic cell — fibroblast crosstalk via TLR9, TDO2, and AHR signaling drives lung fibrogenesis
Carter H, Costa R, Adams T, Gilchrist T, Emch C, Bame M, Oldham J, Huang S, Linderholm A, Noth I, Kaminski N, Moore B, Gurczynski S. CD103+ dendritic cell — fibroblast crosstalk via TLR9, TDO2, and AHR signaling drives lung fibrogenesis. JCI Insight 2025, 10 PMID: 39964756, PMCID: PMC11949071, DOI: 10.1172/jci.insight.177072.Peer-Reviewed Original ResearchMeSH KeywordsAnimalsAntigens, CDBasic Helix-Loop-Helix Transcription FactorsBleomycinDendritic CellsDisease Models, AnimalFibroblastsHumansIdiopathic Pulmonary FibrosisIntegrin alpha ChainsInterleukin-6LungMaleMiceMice, Inbred C57BLReceptors, Aryl HydrocarbonSignal TransductionToll-Like Receptor 9Tryptophan OxygenaseConceptsIdiopathic pulmonary fibrosisAhR signalingMice treated with BLMIL-17+ cellsCD103+ DCLoss of lung functionStudies of human samplesLimited treatment optionsTreated ex vivoProduction of IL-6Inflammatory cytokine productionExon 2 deletionExpression of TDO2IL-6 productionAdoptive transferCD11c-CreCD11c+ cellsImmunological changesPulmonary fibrosisTLR agonistsProgressive scarringTreatment optionsCytokine productionLung fibrogenesisAryl hydrocarbon receptor
This site is protected by hCaptcha and its Privacy Policy and Terms of Service apply