Regulator combinations identify systemic sclerosis patients with more severe disease
Wang Y, Franks JM, Yang M, Toledo DM, Wood TA, Hinchcliff M, Whitfield ML. Regulator combinations identify systemic sclerosis patients with more severe disease. JCI Insight 2020, 5: e137567. PMID: 32721949, PMCID: PMC7526449, DOI: 10.1172/jci.insight.137567.Peer-Reviewed Original ResearchConceptsInterstitial lung diseaseSystemic sclerosisActivity scoreSevere diseaseSevere interstitial lung diseaseSubsets of SScVital capacity declineRodnan skin scoreSubgroup of patientsSystemic sclerosis patientsHeterogeneous autoimmune disorderInternal organ dysfunctionGene expression subsetsSkin gene expressionActivation of regulatorsIntrinsic subsetOrgan dysfunctionSclerosis patientsSkin scoreAutoantibody productionClinical outcomesAutoimmune disordersClinical variablesLung diseaseSkin fibrosisHigh-throughput quantitative histology in systemic sclerosis skin disease using computer vision
Correia C, Mawe S, Lofgren S, Marangoni RG, Lee J, Saber R, Aren K, Cheng M, Teaw S, Hoffmann A, Goldberg I, Cowper SE, Khatri P, Hinchcliff M, Mahoney JM. High-throughput quantitative histology in systemic sclerosis skin disease using computer vision. Arthritis Research & Therapy 2020, 22: 48. PMID: 32171325, PMCID: PMC7071594, DOI: 10.1186/s13075-020-2127-0.Peer-Reviewed Original ResearchConceptsSystemic sclerosisFibrosis scoreQuantitative image featuresBiopsy scorePrimary cohortOutcome measuresSecondary cohortDiagnostic scoreSkin severity scoreSSc clinical trialsRodnan skin scoreLogistic regression modelsControl biopsiesRegression modelsSkin scoreSeverity scoreClinical hallmarkClinical trialsForearm biopsiesSSc skinBiopsy sectionsIndependent cohortPatient basisSSc biopsiesCollagen deposition