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 ResearchNoninvasive 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 regions
2023
VISTA (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
Airway basal cells show a dedifferentiated KRT17highPhenotype and promote fibrosis in idiopathic pulmonary fibrosis
Jaeger B, Schupp JC, Plappert L, Terwolbeck O, Artysh N, Kayser G, Engelhard P, Adams TS, Zweigerdt R, Kempf H, Lienenklaus S, Garrels W, Nazarenko I, Jonigk D, Wygrecka M, Klatt D, Schambach A, Kaminski N, Prasse A. Airway basal cells show a dedifferentiated KRT17highPhenotype and promote fibrosis in idiopathic pulmonary fibrosis. Nature Communications 2022, 13: 5637. PMID: 36163190, PMCID: PMC9513076, DOI: 10.1038/s41467-022-33193-0.Peer-Reviewed Original ResearchConceptsIdiopathic pulmonary fibrosisAirway basal cellsPulmonary fibrosisNovel mouse xenograft modelEffect of saracatinibBasal cellsLimited treatment optionsMouse xenograft modelLung developmental processesConnectivity Map analysisExtracellular matrix depositionIPF lungsBronchial brushSevere fibrosisTreatment optionsBronchial brushingsNRG miceHealthy volunteersXenograft modelCyst-like structuresProfibrotic changesAlveolar compartmentFatal diseaseFibrosisPotent Src inhibitorCINS: Cell Interaction Network inference from Single cell expression data
Yuan Y, Cosme C, Adams TS, Schupp J, Sakamoto K, Xylourgidis N, Ruffalo M, Li J, Kaminski N, Bar-Joseph Z. CINS: Cell Interaction Network inference from Single cell expression data. PLOS Computational Biology 2022, 18: e1010468. PMID: 36095011, PMCID: PMC9499239, DOI: 10.1371/journal.pcbi.1010468.Peer-Reviewed Original ResearchConceptsCell type interactionsSingle-cell expression dataSingle-cell RNA-seq dataRNA-seq dataScRNA-seq experimentsCell-cell interactionsExpression dataCell typesMouse datasetsNetwork inferenceCell interactionsInteraction predictionNetwork analysisInference pipelineGenesCINSProteinInteractionBayesian network analysisCD38 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 animalsMicroenvironmental sensing by fibroblasts controls macrophage population size
Zhou X, Franklin RA, Adler M, Carter TS, Condiff E, Adams TS, Pope SD, Philip NH, Meizlish ML, Kaminski N, Medzhitov R. Microenvironmental sensing by fibroblasts controls macrophage population size. Proceedings Of The National Academy Of Sciences Of The United States Of America 2022, 119: e2205360119. PMID: 35930670, PMCID: PMC9371703, DOI: 10.1073/pnas.2205360119.Peer-Reviewed Original ResearchConceptsCell typesDensity-dependent gene expressionTGF-β target genesDiverse cell typesActin-dependent mechanismLineage-specific growth factorsDistinct cell typesGrowth factor availabilityActivation of YAP1Different cell typesExpression programsMicroenvironmental sensingTranscriptional coactivatorTarget genesGene expressionPopulation sizeFactor availabilityPopulation numbersTissue environmentTissue integrityHippoProliferation of macrophagesYAP1Animal tissuesMechanical forcesCharacterization 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
Distinct roles of KLF4 in mesenchymal cell subtypes during lung fibrogenesis
Chandran RR, Xie Y, Gallardo-Vara E, Adams T, Garcia-Milian R, Kabir I, Sheikh AQ, Kaminski N, Martin KA, Herzog EL, Greif DM. Distinct roles of KLF4 in mesenchymal cell subtypes during lung fibrogenesis. Nature Communications 2021, 12: 7179. PMID: 34893592, PMCID: PMC8664937, DOI: 10.1038/s41467-021-27499-8.Peer-Reviewed Original ResearchMeSH KeywordsAnimalsCell ProliferationDisease Models, AnimalDown-RegulationExtracellular MatrixFemaleFibroblastsFibrosisHumansKruppel-Like Factor 4LungLung InjuryMaleMesenchymal Stem CellsMiceMice, Inbred C57BLMyofibroblastsReceptor, Platelet-Derived Growth Factor betaRespiratory Tract DiseasesSignal TransductionTransforming Growth Factor betaConceptsMesenchymal cell typesPlatelet-derived growth factor receptorSmooth muscle actinLung fibrosisKruppel-like factor 4Forkhead box M1Growth factor receptorCell transitionCell typesExtracellular matrixDistinct rolesKLF4Box M1C chemokine ligandMesenchymal cell subtypesFactor receptorPro-fibrotic effectsFactor 4PDGFRMesenchymeCellsMacrophage accumulationKLF4 levelsChemokine ligandLung fibrogenesisFibroblasts 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 phenotypeElevated 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