2021
A Phenome-Wide Association Study (PheWAS) of COVID-19 Outcomes by Race Using the Electronic Health Records Data in Michigan Medicine
Salvatore M, Gu T, Mack J, Sankar S, Patil S, Valley T, Singh K, Nallamothu B, Kheterpal S, Lisabeth L, Fritsche L, Mukherjee B. A Phenome-Wide Association Study (PheWAS) of COVID-19 Outcomes by Race Using the Electronic Health Records Data in Michigan Medicine. Journal Of Clinical Medicine 2021, 10: 1351. PMID: 33805886, PMCID: PMC8037108, DOI: 10.3390/jcm10071351.Peer-Reviewed Original ResearchPhenome-wide association studyCOVID-19 outcomesIntensive care unitAssociation studiesNon-Hispanic blacksNon-Hispanic whitesAcademic medical centerAssociated with hospitalizationHealthcare deliveryAssociated with mortalityMedicine backgroundPre-existing conditionsMedical phenomeDisease preventionVulnerable populationsPulmonary heart diseaseTargeted screeningMental disordersCOVID-19Associated with intensive care unitMedical CenterRecord DataCare unitGenitourinary conditionsHeart disease
2020
Phenotype risk scores (PheRS) for pancreatic cancer using time-stamped electronic health record data: Discovery and validation in two large biobanks
Salvatore M, Beesley L, Fritsche L, Hanauer D, Shi X, Mondul A, Pearce C, Mukherjee B. Phenotype risk scores (PheRS) for pancreatic cancer using time-stamped electronic health record data: Discovery and validation in two large biobanks. Journal Of Biomedical Informatics 2020, 113: 103652. PMID: 33279681, PMCID: PMC7855433, DOI: 10.1016/j.jbi.2020.103652.Peer-Reviewed Original ResearchConceptsElectronic health recordsPolygenic risk scoresElectronic health record dataMichigan Genomics InitiativePhenotype risk scoreHigh-risk individualsPancreatic cancer diagnosisBody mass indexRisk scoreCancer diagnosisMedical phenomeUK Biobank (UKBHealth record dataSource of patient informationRisk predictionHypothesis-generating associationsDisease risk predictionHealth recordsUnadjusted associationsDrinking statusSmoking statusEpidemiological covariatesUKBPatient informationMultivariate associations