Jana Zielonka, MD
InstructorAbout
Research
Publications
2026
Skin Transcriptomics Reveal Shared Molecular Mechanisms for Skin and Lung Involvement in Systemic Sclerosis
Zielonka J, Li N, Liu Y, Yan X, Wang Z, Ramirez M, Figueroa A, Korde A, Yin H, Britto C, Singh I, Sun H, Herzog E, Feghali‐Bostwick C, Hinchcliff M, Ryu C, Gomez J. Skin Transcriptomics Reveal Shared Molecular Mechanisms for Skin and Lung Involvement in Systemic Sclerosis. Arthritis & Rheumatology 2026 PMID: 41930625, DOI: 10.1002/art.70163.Peer-Reviewed Original ResearchSSc-ILDSystemic sclerosisStromal cellsMultiorgan involvementSSc-related interstitial lung diseaseKRAS pathwaySevere multiorgan involvementSystemic sclerosis skinInterstitial lung diseaseCutaneous signaturesLung involvementDysregulated immunityCause of deathGene Set Enrichment AnalysisImmune cellsProgressive fibrosisSkin fibrosisLung fibrosisSingle-cell RNA sequencingLung diseaseMicrovascular damageLung impairmentLung functionGene correlation analysisKRAS
2024
Identification of Severe Acute Exacerbations of Chronic Obstructive Pulmonary Disease Subgroups by Machine Learning Implementation in Electronic Health Records.
Li H, Huston J, Zielonka J, Kay S, Sauler M, Gomez J. Identification of Severe Acute Exacerbations of Chronic Obstructive Pulmonary Disease Subgroups by Machine Learning Implementation in Electronic Health Records. Chronic Obstructive Pulmonary Diseases Journal Of The COPD Foundation 2024, 11: 611-623. PMID: 39423339, PMCID: PMC11703024, DOI: 10.15326/jcopdf.2024.0556.Peer-Reviewed Original ResearchElectronic health recordsMachine learningAcute exacerbation of COPDAdoption of electronic health recordsHealth recordsMachine learning implementationElectronic health record dataImplementation of MLEHR-derived dataML implementationChronic obstructive pulmonary disease subgroupCOVID-19 cohortSevere acute exacerbation of COPDClinical careExacerbation of COPDAcute exacerbationRetrospective cohort of patientsLearning implementationSeverity of acute exacerbations of COPDMachineRelevant subgroupsRetrospective cohortImplementationCohortCohort of patients