2020
DNA methylation biomarker selected by an ensemble machine learning approach predicts mortality risk in an HIV-positive veteran population
Shu C, Justice AC, Zhang X, Marconi VC, Hancock DB, Johnson EO, Xu K. DNA methylation biomarker selected by an ensemble machine learning approach predicts mortality risk in an HIV-positive veteran population. Epigenetics 2020, 16: 741-753. PMID: 33092459, PMCID: PMC8216205, DOI: 10.1080/15592294.2020.1824097.Peer-Reviewed Original ResearchConceptsVeterans Aging Cohort StudyMortality risk groupsAging Cohort StudyHigher mortality riskMortality riskRisk groupsCohort studyHigh mortality risk groupLow-mortality risk groupsInflammation response pathwayHIV-positive participantsHuman immunodeficiency virusLow-risk groupImproved life expectancyVACS IndexHIV populationNatural killerImmunodeficiency virusPredictive biomarkersPLWHDNA methylation biomarkersVeteran populationSurvival analysisEpigenome-wide associationHIV
2017
Effect of Immediate Initiation of Antiretroviral Treatment in HIV-Positive Individuals Aged 50 Years or Older
Lodi S, Costagliola D, Sabin C, del Amo J, Logan R, Abgrall S, Reiss P, van Sighem A, Jose S, Blanco JR, Hernando V, Bucher HC, Kovari H, Segura F, Ambrosioni J, Gogos CA, Pantazis N, Dabis F, Vandenhende MA, Meyer L, Seng R, Gill MJ, Krentz H, Phillips AN, Porter K, Grinsztejn B, Pacheco AG, Muga R, Tate J, Justice A, Hernán MA. Effect of Immediate Initiation of Antiretroviral Treatment in HIV-Positive Individuals Aged 50 Years or Older. JAIDS Journal Of Acquired Immune Deficiency Syndromes 2017, 76: 311-318. PMID: 28746165, PMCID: PMC5704899, DOI: 10.1097/qai.0000000000001498.Peer-Reviewed Original ResearchConceptsGeneral HIV populationImmediate initiationHIV populationCD4 countCells/US veteransAIDS mortalityAIDS-free individualsNon-AIDS mortalityUS Veteran cohortHIV-positive individualsHIV-CAUSAL CollaborationAntiretroviral therapyCause mortalityAntiretroviral treatmentMedian ageClinical guidelinesVeteran cohortHigh mortalityMortalityCD4Younger participantsRiskBaselineVeterans
2016
First Occurrence of Diabetes, Chronic Kidney Disease, and Hypertension Among North American HIV-Infected Adults, 2000–2013
Wong C, Gange SJ, Buchacz K, Moore RD, Justice AC, Horberg MA, Gill MJ, Koethe JR, Rebeiro PF, Silverberg MJ, Palella FJ, Patel P, Kitahata MM, Crane HM, Abraham AG, Samji H, Napravnik S, Ahmed T, Thorne JE, Bosch RJ, Mayor AM, Althoff KN, Research and Design F. First Occurrence of Diabetes, Chronic Kidney Disease, and Hypertension Among North American HIV-Infected Adults, 2000–2013. Clinical Infectious Diseases 2016, 64: 459-467. PMID: 28172581, PMCID: PMC5850614, DOI: 10.1093/cid/ciw804.Peer-Reviewed Original ResearchConceptsChronic kidney diseaseHuman immunodeficiency virusDiabetes mellitusAntiretroviral therapyCumulative incidenceKidney diseaseNoncommunicable diseasesNorth American AIDS Cohort CollaborationOccurrence of DMType 2 diabetes mellitusRisk of deathDemographic subgroupsNon-black womenCohort CollaborationHIV populationImmunodeficiency virusTreatment optionsHypertensionAge 70Poisson regressionRacial disparitiesDiseaseBlack womenIncidenceCare
2014
The VACS Index Predicts Mortality in a Young, Healthy HIV Population Starting Highly Active Antiretroviral Therapy
Bebu I, Tate J, Rimland D, Mesner O, Macalino GE, Ganesan A, Okulicz JF, Bavaro M, Weintrob AC, Justice AC, Agan BK. The VACS Index Predicts Mortality in a Young, Healthy HIV Population Starting Highly Active Antiretroviral Therapy. JAIDS Journal Of Acquired Immune Deficiency Syndromes 2014, 65: 226-230. PMID: 24226058, PMCID: PMC4091811, DOI: 10.1097/qai.0000000000000045.Peer-Reviewed Original ResearchConceptsVACS IndexActive antiretroviral therapyCause mortalityAntiretroviral therapyHIV populationVeterans Aging Cohort Study (VACS) IndexActive antiretroviral therapy (HAART) initiationAntiretroviral therapy initiationPrediction of mortalityGood discriminationNHS subjectsTherapy initiationDifferent time pointsStudy cohortSimilar patientsClinical variablesEarly risk assessmentMedical historyVAC indexHealthy populationMortalityStudy indicesOutcome predictionTime pointsLaboratory data