2022
Survival analysis of localized prostate cancer with deep learning
Dai X, Park JH, Yoo S, D’Imperio N, McMahon BH, Rentsch CT, Tate JP, Justice AC. Survival analysis of localized prostate cancer with deep learning. Scientific Reports 2022, 12: 17821. PMID: 36280773, PMCID: PMC9592586, DOI: 10.1038/s41598-022-22118-y.Peer-Reviewed Original ResearchConceptsProstate cancer mortalityComposite outcomeCancer mortalityRisk predictionTime-dependent c-statisticsProstate-specific antigen (PSA) testLarge integrated healthcare systemLocalized prostate cancerElectronic health record dataClinical decision-making processProstate cancer patientsIntegrated healthcare systemProstate Cancer Risk PredictionHealth record dataLarge-scale electronic health record dataRisk prediction modelCancer risk predictionAntigen testC-statisticCancer patientsProstate cancerClinical decision systemSurvival analysisVeterans AffairsDeep learningSpironolactone as a potential new pharmacotherapy for alcohol use disorder: convergent evidence from rodent and human studies
Farokhnia M, Rentsch CT, Chuong V, McGinn MA, Elvig SK, Douglass EA, Gonzalez LA, Sanfilippo JE, Marchette RCN, Tunstall BJ, Fiellin DA, Koob GF, Justice AC, Leggio L, Vendruscolo LF. Spironolactone as a potential new pharmacotherapy for alcohol use disorder: convergent evidence from rodent and human studies. Molecular Psychiatry 2022, 27: 4642-4652. PMID: 36123420, PMCID: PMC10231646, DOI: 10.1038/s41380-022-01736-y.Peer-Reviewed Original ResearchConceptsAlcohol use disorderAlcohol Use Disorders Identification Test-ConsumptionEffect of spironolactoneAlcohol consumptionSpironolactone doseNovel pharmacotherapiesUse disordersHuman studiesLarge integrated healthcare systemHeavy episodic alcohol consumptionAlcohol-induced ataxiaMineralocorticoid receptor antagonistsSelf-reported alcohol consumptionBlood alcohol levelsEpisodic alcohol consumptionIntegrated healthcare systemPharmacoepidemiologic cohort studyPotential new pharmacotherapiesCohort studyAlcohol drinkingReceptor antagonistFemale miceFemale ratsNew pharmacotherapiesRat model
2020
Health System‐Based Unhealthy Alcohol Use Screening and Treatment Comparing Demographically Matched Participants With and Without HIV
Silverberg MJ, Levine‐Hall T, Hood N, Anderson AN, Alexeeff SE, Lam JO, Slome SB, Flamm JA, Hare C, Ross T, Justice A, Sterne JAC, Williams A, Bryant KJ, Weisner CM, Horberg MA, Sterling SA, Satre DD. Health System‐Based Unhealthy Alcohol Use Screening and Treatment Comparing Demographically Matched Participants With and Without HIV. Alcohol Clinical And Experimental Research 2020, 44: 2545-2554. PMID: 33067802, PMCID: PMC7725961, DOI: 10.1111/acer.14481.Peer-Reviewed Original ResearchConceptsUnhealthy alcohol useAlcohol use screeningHIV statusBrief interventionRace/ethnicityAlcohol useSpecialty visitsHazard ratioPrevalence ratiosLarge integrated healthcare systemCharlson Comorbidity IndexSpecialty care visitsProportional hazards modelIntegrated healthcare systemOutcomes of timeSubstance use disordersAddiction specialty careNeighborhood deprivation indexElectronic health recordsComorbidity indexAdult PLWHCare visitsCohort studyOutpatient visitsSignificant morbidityPatterns of COVID-19 testing and mortality by race and ethnicity among United States veterans: A nationwide cohort study
Rentsch CT, Kidwai-Khan F, Tate JP, Park LS, King JT, Skanderson M, Hauser RG, Schultze A, Jarvis CI, Holodniy M, Re V, Akgün KM, Crothers K, Taddei TH, Freiberg MS, Justice AC. Patterns of COVID-19 testing and mortality by race and ethnicity among United States veterans: A nationwide cohort study. PLOS Medicine 2020, 17: e1003379. PMID: 32960880, PMCID: PMC7508372, DOI: 10.1371/journal.pmed.1003379.Peer-Reviewed Original ResearchMeSH KeywordsAdultAgedAged, 80 and overBetacoronavirusBlack or African AmericanClinical Laboratory TechniquesCohort StudiesCoronavirus InfectionsCOVID-19COVID-19 TestingEthnicityFemaleHispanic or LatinoHumansMaleMiddle AgedPandemicsPneumonia, ViralRetrospective StudiesSARS-CoV-2United StatesVeteransWhite PeopleYoung AdultConceptsCOVID-19 testingRace/ethnicityCohort studyWhite individualsSevere acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infectionAcute respiratory syndrome coronavirus 2 infectionSyndrome coronavirus 2 infectionSARS-CoV-2 infectionCOVID-19Large integrated healthcare systemCoronavirus 2 infectionNationwide cohort studyRetrospective cohort studyCoronavirus disease 2019Site of careIntegrated healthcare systemNon-Hispanic blacksPositive test resultsNon-Hispanic whitesClinical characteristicsMultivariable adjustmentComorbid conditionsMedication historyEthnic minority communitiesDisease 2019