2021
Machine learning implicates the IL-18 signaling axis in severe asthma
Camiolo MJ, Zhou X, Wei Q, Bittar H, Kaminski N, Ray A, Wenzel S. Machine learning implicates the IL-18 signaling axis in severe asthma. JCI Insight 2021, 6: e149945. PMID: 34591794, PMCID: PMC8663569, DOI: 10.1172/jci.insight.149945.Peer-Reviewed Original ResearchConceptsLung functionIL-18NF-κBTranscriptional hallmarksExacerbation-prone asthmaSevere asthma pathogenesisSubgroup of patientsVariable natural historySevere Asthma Research Program (SARP) cohortDownstream NF-κBMixed inflammatory processActivator protein-1 (AP-1) activationPathobiological underpinningsCorticosteroid exposureSevere asthmaAsthma clustersAsthma pathogenesisPatient morbidityInflammatory processProtein-1 activationExternal cohortLung tissuePatient clustersAP-1 activityNatural history
2007
Acute Exacerbations of Idiopathic Pulmonary Fibrosis
Collard HR, Moore BB, Flaherty KR, Brown KK, Kaner RJ, King TE, Lasky JA, Loyd JE, Noth I, Olman MA, Raghu G, Roman J, Ryu JH, Zisman DA, Hunninghake GW, Colby TV, Egan JJ, Hansell DM, Johkoh T, Kaminski N, Kim DS, Kondoh Y, Lynch DA, Müller-Quernheim J, Myers JL, Nicholson AG, Selman M, Toews GB, Wells AU, Martinez FJ, Investigators T. Acute Exacerbations of Idiopathic Pulmonary Fibrosis. American Journal Of Respiratory And Critical Care Medicine 2007, 176: 636-643. PMID: 17585107, PMCID: PMC2094133, DOI: 10.1164/rccm.200703-463pp.Peer-Reviewed Original ResearchConceptsIdiopathic pulmonary fibrosisAcute exacerbationAcute deteriorationPulmonary fibrosisBilateral radiographic opacitiesAbsence of infectionPrecipitous courseIdentifiable etiologyLung functionRespiratory statusUnknown etiologyUnidentifiable causeDiagnostic criteriaPathobiological roleExacerbationRadiographic opacitiesNatural historyRecent evidencePatientsFibrosisEtiologyInfectionPredictable declineSignificant deteriorationDeterioration