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