2024
The association between prolonged SARS-CoV-2 symptoms and work outcomes
Venkatesh A, Yu H, Malicki C, Gottlieb M, Elmore J, Hill M, Idris A, Montoy J, O’Laughlin K, Rising K, Stephens K, Spatz E, Weinstein R, Group F. The association between prolonged SARS-CoV-2 symptoms and work outcomes. PLOS ONE 2024, 19: e0300947. PMID: 39074096, PMCID: PMC11285965, DOI: 10.1371/journal.pone.0300947.Peer-Reviewed Original ResearchConceptsSARS-CoV-2 symptomsReturn to workAssociated with increased oddsAnalyzed self-reported dataNational cohort studySelf-reported dataLong COVIDCOVID-19 pandemicLost work timePublic health emergencyWork absenteeismMissed workdaysElectronic surveyEmployment statusSARS-CoV-2 infectionWell-being impactsOdds ratioWork lossCohort studyNumerous healthImpact of long COVIDCOVID-19Risk factorsThree-monthsHealth emergency
2023
Lifetime healthcare expenses across demographic and cardiovascular risk groups: The application of a novel modeling strategy in a large multiethnic cohort study
Khera R, Kondamudi N, Liu M, Ayers C, Spatz E, Rao S, Essien U, Powell-Wiley T, Nasir K, Das S, Capers Q, Pandey A. Lifetime healthcare expenses across demographic and cardiovascular risk groups: The application of a novel modeling strategy in a large multiethnic cohort study. American Journal Of Preventive Cardiology 2023, 14: 100493. PMID: 37397263, PMCID: PMC10314135, DOI: 10.1016/j.ajpc.2023.100493.Peer-Reviewed Original ResearchOverweight/obesityRisk factorsRace/ethnicityHealthcare expensesCardiovascular risk factorsCardiovascular risk groupsNon-black individualsMultiethnic Cohort StudySignificant independent associationYears of ageBlack individualsDallas Heart StudyCohort studyCohort enrollmentOutpatient claimsIndependent associationRisk groupsHigh prevalenceHeart StudyOlder ageHealthcare spendingHypertensionObesitySmokingDiabetesAdjustment for Social Risk Factors in a Measure of Clinician Quality Assessing Acute Admissions for Patients With Multiple Chronic Conditions
Lipska K, Altaf F, Barthel A, Spatz E, Lin Z, Herrin J, Bernheim S, Drye E. Adjustment for Social Risk Factors in a Measure of Clinician Quality Assessing Acute Admissions for Patients With Multiple Chronic Conditions. JAMA Health Forum 2023, 4: e230081. PMID: 36897581, DOI: 10.1001/jamahealthforum.2023.0081.Peer-Reviewed Original ResearchConceptsMultiple chronic conditionsSocial risk factorsMedicare-Medicaid dual eligibilityRisk factorsChronic conditionsSocioeconomic status indexMeasure scoresAcute admissionsCohort studyDual eligibilityHealthcare ResearchDual-eligible patientsRetrospective cohort studyUnplanned hospital admissionsRisk of hospitalizationArea Health Resource FileService beneficiaries 65 yearsBeneficiaries 65 yearsRisk factor adjustmentStatus indexMedicare administrative claimsHospital admissionOutcome measuresAdministrative claimsMAIN OUTCOME
2019
Ideal cardiovascular health and resting heart rate in the Multi-Ethnic Study of Atherosclerosis
Osibogun O, Ogunmoroti O, Spatz ES, Fashanu OE, Michos ED. Ideal cardiovascular health and resting heart rate in the Multi-Ethnic Study of Atherosclerosis. Preventive Medicine 2019, 130: 105890. PMID: 31715219, PMCID: PMC6930349, DOI: 10.1016/j.ypmed.2019.105890.Peer-Reviewed Original ResearchConceptsIdeal cardiovascular healthFavorable cardiovascular healthOptimal cardiovascular healthSimple 7 (LS7) metricsCardiovascular healthRace/ethnicityMulti-Ethnic StudyElevated RHRHeart rateLife's Simple 7 (LS7) metricsIncreased cardiovascular disease riskAtrioventricular nodal blockersCardiovascular disease riskCross-sectional analysisClinical CVDLS7 metricsCVH scoreHigher RHRAtherosclerosis participantsMean ageRisk factorsOdds ratioStratified analysisLower oddsMultinomial logistic regressionP573Effects of mobile text messaging on glycemic control in patients with coronary heart disease and diabetes mellitus: a randomized controlled trial
Huo X, Krumholz H, Bai X, Spatz E, Ding Q, Horak P, Zhao W, Gong Q, Yan X, Wu X, Li J, Li X, Spertus J, Masoudi F, Zheng X. P573Effects of mobile text messaging on glycemic control in patients with coronary heart disease and diabetes mellitus: a randomized controlled trial. European Heart Journal 2019, 40: ehz747.0184. DOI: 10.1093/eurheartj/ehz747.0184.Peer-Reviewed Original ResearchCoronary heart diseaseIntervention groupPhysical activityControl groupGlycemic controlHeart diseaseBaseline 6 monthsHigh-risk patientsText messaging programsSecondary outcome analysisMobile health interventionsText message programMean change differenceBP controlGlycemic hemoglobinHbA1c levelsLifestyle modificationUsual careDiabetes mellitusFamily Planning CommissionPrimary outcomeLifestyle recommendationsMonth followRisk factorsClinical trialsEffect of Text Messaging on Risk Factor Management in Patients With Coronary Heart Disease
Zheng X, Spatz ES, Bai X, Huo X, Ding Q, Horak P, Wu X, Guan W, Chow CK, Yan X, Sun Y, Wang X, Zhang H, Liu J, Li J, Li X, Spertus JA, Masoudi FA, Krumholz HM. Effect of Text Messaging on Risk Factor Management in Patients With Coronary Heart Disease. Circulation Cardiovascular Quality And Outcomes 2019, 12: e005616. PMID: 30998400, DOI: 10.1161/circoutcomes.119.005616.Peer-Reviewed Original ResearchMeSH KeywordsAgedAsian PeopleBlood PressureChinaCoronary DiseaseCulturally Competent CareFemaleHealth Knowledge, Attitudes, PracticeHumansMaleMiddle AgedPatient Education as TopicRisk AssessmentRisk FactorsSecondary PreventionSingle-Blind MethodTelemedicineText MessagingTime FactorsTreatment OutcomeConceptsCoronary heart diseaseSystolic blood pressureBody mass indexBlood pressureHeart diseaseSecondary preventionIntervention groupPhysical activityEnd pointSmoking statusMass indexControl groupPrimary end pointRisk factor controlSecondary end pointsRisk factor managementLDL-C levelsDisease-specific knowledgeMobile phone textMobile health technologyUsual careDiabetes mellitusMedication adherenceRisk factorsFactor managementDo pregnant women living in higher well-being populations in the USA experience lower risk of preterm delivery? A cross-sectional study
Riley C, Roy B, Herrin J, Spatz E, Silvestri MT, Arora A, Kell KP, Rula EY, Krumholz HM. Do pregnant women living in higher well-being populations in the USA experience lower risk of preterm delivery? A cross-sectional study. BMJ Open 2019, 9: e024143. PMID: 31048427, PMCID: PMC6501974, DOI: 10.1136/bmjopen-2018-024143.Peer-Reviewed Original ResearchConceptsPreterm birthCross-sectional studyIndividual risk factorsPreterm deliveryRisk factorsPregnant womenLower riskMaternal risk factorsPrimary outcome measurePrimary independent variableGestational ageMaternal riskOutcome measuresUS birthsHealth StatisticsBirth dataBeing IndexWomenBirthGallup-Sharecare WellLower ratesQuintileRiskDeliveryPopulationSevere cardiovascular morbidity in women with hypertensive diseases during delivery hospitalization
Ackerman CM, Platner MH, Spatz ES, Illuzzi JL, Xu X, Campbell KH, Smith GN, Paidas MJ, Lipkind HS. Severe cardiovascular morbidity in women with hypertensive diseases during delivery hospitalization. American Journal Of Obstetrics And Gynecology 2019, 220: 582.e1-582.e11. PMID: 30742823, DOI: 10.1016/j.ajog.2019.02.010.Peer-Reviewed Original ResearchMeSH KeywordsAdolescentAdultCardiomyopathiesCardiovascular DiseasesCerebrovascular DisordersCohort StudiesEclampsiaEducational StatusElectric CountershockEthnicityFemaleHeart ArrestHeart FailureHospitalizationHumansHypertension, Pregnancy-InducedInformation Storage and RetrievalInsurance, HealthLogistic ModelsMiddle AgedMultivariate AnalysisMyocardial InfarctionNew York CityObesity, MaternalPovertyPre-EclampsiaPregnancyRetrospective StudiesSeverity of Illness IndexVentricular FibrillationYoung AdultConceptsSevere cardiovascular morbidityCardiovascular morbidityDelivery hospitalizationsHypertensive disordersSevere featuresNormotensive womenGestational hypertensionCardiovascular diseaseRetrospective cohort studyClinical risk factorsPregnancy-related deathsMultivariable logistic regressionChronic hypertensionDiligent screeningSingleton gestationsCohort studyHypertensive diseaseDiabetes mellitusMaternal deathsRisk factorsInclusion criteriaDiseases-10HospitalizationMorbidityPreeclampsia
2018
Presentation, Clinical Profile, and Prognosis of Young Patients With Myocardial Infarction With Nonobstructive Coronary Arteries (MINOCA): Results From the VIRGO Study
Safdar B, Spatz ES, Dreyer RP, Beltrame JF, Lichtman JH, Spertus JA, Reynolds HR, Geda M, Bueno H, Dziura JD, Krumholz HM, D'Onofrio G. Presentation, Clinical Profile, and Prognosis of Young Patients With Myocardial Infarction With Nonobstructive Coronary Arteries (MINOCA): Results From the VIRGO Study. Journal Of The American Heart Association 2018, 7: e009174. PMID: 29954744, PMCID: PMC6064896, DOI: 10.1161/jaha.118.009174.Peer-Reviewed Original ResearchConceptsMI-CAD patientsNonobstructive coronary arteriesMI-CADYounger patientsClinical profileCoronary arteryMyocardial infarctionTraditional cardiac risk factorsAcute myocardial infarction patientsCardiac risk factorsGestational diabetes mellitusMyocardial infarction patientsTimes higher oddsMINOCA patientsSAQ qualityVIRGO StudyClinical characteristicsHypercoaguable stateDiabetes mellitusObstructive diseaseClinical outcomesInfarction patientsRisk factorsMINOCAPsychosocial statusSex Differences in Omega‐3 and ‐6 Fatty Acids and Health Status Among Young Adults With Acute Myocardial Infarction: Results From the VIRGO Study
Lu Y, Ding Q, Xu X, Spatz ES, Dreyer RP, D'Onofrio G, Caulfield M, Nasir K, Spertus JA, Krumholz HM. Sex Differences in Omega‐3 and ‐6 Fatty Acids and Health Status Among Young Adults With Acute Myocardial Infarction: Results From the VIRGO Study. Journal Of The American Heart Association 2018, 7: e008189. PMID: 29848494, PMCID: PMC6015388, DOI: 10.1161/jaha.117.008189.Peer-Reviewed Original ResearchConceptsAcute myocardial infarctionHealth status scoresArachidonic acidVIRGO StudyStatus scoreMyocardial infarctionHealth statusPoorer health status outcomesYoung menPatient-reported health statusYoung womenOmega-3 fatty acidsSex differencesPatient-reported outcomesFatty acidsHealth status outcomesCardiovascular outcomesClinical characteristicsAdjusted analysisAMI patientsRisk factorsUS adultsStatus outcomesOmega-3Women 1Traditional Chinese Medicine for Acute Myocardial Infarction in Western Medicine Hospitals in China
Spatz ES, Wang Y, Beckman AL, Wu X, Lu Y, Du X, Li J, Xu X, Davidson PM, Masoudi FA, Spertus JA, Krumholz HM, Jiang L. Traditional Chinese Medicine for Acute Myocardial Infarction in Western Medicine Hospitals in China. Circulation Cardiovascular Quality And Outcomes 2018, 11: e004190. PMID: 29848478, PMCID: PMC5882246, DOI: 10.1161/circoutcomes.117.004190.Peer-Reviewed Original ResearchConceptsAcute myocardial infarctionTraditional Chinese medicineTCM useWestern Medicine HospitalMyocardial infarctionHospital bleedingMedicine HospitalChinese medicineCardiovascular risk factorsHospital-level factorsHours of hospitalizationMultivariable hierarchical modelsQuality of careLack of evidenceChart reviewChina PatientRetrospective studySecondary hospitalsEarly managementRisk factorsIntravenous useCardiovascular diseasePatientsSignificant associationHospitalComparison of Prevalence, Awareness, Treatment, and Control of Cardiovascular Risk Factors in China and the United States
Lu Y, Wang P, Zhou T, Lu J, Spatz ES, Nasir K, Jiang L, Krumholz HM. Comparison of Prevalence, Awareness, Treatment, and Control of Cardiovascular Risk Factors in China and the United States. Journal Of The American Heart Association 2018, 7: e007462. PMID: 29374046, PMCID: PMC5850247, DOI: 10.1161/jaha.117.007462.Peer-Reviewed Original ResearchMeSH KeywordsAgedAntihypertensive AgentsAttitude of Health PersonnelBlood GlucoseBlood PressureBody Mass IndexCardiovascular DiseasesChinaDiabetes MellitusDyslipidemiasFemaleHealth Knowledge, Attitudes, PracticeHealth Status DisparitiesHumansHypertensionHypolipidemic AgentsLipidsLongitudinal StudiesMaleMiddle AgedNutrition SurveysObesityPractice Patterns, Physicians'PrevalencePrognosisRisk AssessmentRisk FactorsTime FactorsUnited StatesWaist CircumferenceConceptsHigher stroke prevalenceCardiovascular risk factorsHigh-sensitivity C-reactive proteinBody mass indexC-reactive proteinRisk factorsBlood pressureWaist circumferenceMass indexStroke prevalenceCardiovascular risk factor profileHigher mean blood pressureControl of hypertensionMean blood pressureBlood pressure levelsRisk factor profileComparison of prevalenceRepresentative population sampleLower ratesDyslipidemia awarenessSevere hypertensionHemoglobin A1cHypertension treatmentControl ratePlasma glucose
2017
Persistent socioeconomic disparities in cardiovascular risk factors and health in the United States: Medical Expenditure Panel Survey 2002–2013
Valero-Elizondo J, Hong JC, Spatz ES, Salami JA, Desai NR, Rana JS, Khera R, Virani SS, Blankstein R, Blaha MJ, Nasir K. Persistent socioeconomic disparities in cardiovascular risk factors and health in the United States: Medical Expenditure Panel Survey 2002–2013. Atherosclerosis 2017, 269: 301-305. PMID: 29254694, DOI: 10.1016/j.atherosclerosis.2017.12.014.Peer-Reviewed Original ResearchConceptsCardiovascular diseaseSocioeconomic statusWorse cardiovascular risk factor profileCardiovascular risk factor profileHighest prevalence increasePrevalence of CRFCardiovascular risk factorsRisk factor profileHealthy lifestyle behaviorsMedical Expenditure Panel Survey 2002Medical Expenditure Panel SurveyHealth disparity gapRelative percent increasePhysical inactivityLifestyle behaviorsRisk factorsPrevalence increasesHigh burdenHigh prevalenceLow-income groupsProportion of individualsUS adultsFactor profileDisparity gapSocioeconomic disparitiesAssociation Between Modifiable Risk Factors and Pharmaceutical Expenditures Among Adults With Atherosclerotic Cardiovascular Disease in the United States: 2012–2013 Medical Expenditures Panel Survey
Salami JA, Valero‐Elizondo J, Ogunmoroti O, Spatz ES, Rana JS, Virani SS, Blankstein R, Younus A, Arrieta A, Blaha MJ, Veledar E, Nasir K. Association Between Modifiable Risk Factors and Pharmaceutical Expenditures Among Adults With Atherosclerotic Cardiovascular Disease in the United States: 2012–2013 Medical Expenditures Panel Survey. Journal Of The American Heart Association 2017, 6: e004996. PMID: 28600400, PMCID: PMC5669151, DOI: 10.1161/jaha.116.004996.Peer-Reviewed Original ResearchConceptsModifiable risk factorsAtherosclerotic cardiovascular diseaseCardiovascular diseaseRisk factorsPharmaceutical expenditureMedication-related expendituresSignificant marginal increaseSurvey's complex designInadequate physical activityMedical Expenditure Panel SurveyMedical Expenditure PanelHigher healthcare spendingASCVD patientsDiabetes mellitusMost deathsPhysical activityTotal pharmaceutical expenditureAdjusted relationshipMedicationsDiseaseHealthcare spendingMellitusPatientsAssociationAdults
2016
Sexual Activity and Function in the Year After an Acute Myocardial Infarction Among Younger Women and Men in the United States and Spain
Lindau ST, Abramsohn E, Bueno H, D’Onofrio G, Lichtman JH, Lorenze NP, Sanghani RM, Spatz ES, Spertus JA, Strait KM, Wroblewski K, Zhou S, Krumholz HM. Sexual Activity and Function in the Year After an Acute Myocardial Infarction Among Younger Women and Men in the United States and Spain. JAMA Cardiology 2016, 1: 754-764. PMID: 27579897, PMCID: PMC5459405, DOI: 10.1001/jamacardio.2016.2362.Peer-Reviewed Original ResearchConceptsAcute myocardial infarctionSexual function problemsSexual activityMyocardial infarctionYoung AMI Patients (VIRGO) studyYoung womenSexual problemsModifiable risk factorsLogistic regression analysisMultinomial logistic regression analysisPrevalent sexual problemPhysician counselingMedian ageMost young adultsSexual functionRisk factorsSpanish hospitalsMAIN OUTCOMEErectile difficultiesFirst monthYoung adultsTime pointsWomenMore womenPatient studiesEconomic Impact of Moderate‐Vigorous Physical Activity Among Those With and Without Established Cardiovascular Disease: 2012 Medical Expenditure Panel Survey
Valero‐Elizondo J, Salami JA, Osondu CU, Ogunmoroti O, Arrieta A, Spatz ES, Younus A, Rana JS, Virani SS, Blankstein R, Blaha MJ, Veledar E, Nasir K. Economic Impact of Moderate‐Vigorous Physical Activity Among Those With and Without Established Cardiovascular Disease: 2012 Medical Expenditure Panel Survey. Journal Of The American Heart Association 2016, 5: e003614. PMID: 27604455, PMCID: PMC5079024, DOI: 10.1161/jaha.116.003614.Peer-Reviewed Original ResearchMeSH KeywordsAdolescentAdultAgedArrhythmias, CardiacCardiovascular DiseasesCase-Control StudiesCoronary Artery DiseaseDiabetes MellitusExerciseFemaleHealth ExpendituresHealth ServicesHeart FailureHumansHypercholesterolemiaHypertensionMaleMiddle AgedObesityPeripheral Arterial DiseaseRetrospective StudiesSmokingStrokeUnited StatesYoung AdultConceptsModerate-vigorous physical activityDays/weekPhysical activityHealth care expendituresTotal annual health care expendituresLower health care expendituresAnnual health care expendituresCare expendituresLower health care spendingModifiable risk factorsCardiovascular disease outcomesMedical Expenditure Panel SurveyFinal study sampleYears of ageQuality of lifeMedical Expenditure PanelLink logCVD statusHealth care spendingRisk factorsDisease outcomeStudy populationUS adultsRepresentative cohortTwo-part econometric modelRationale and design of the Baptist Employee Healthy Heart Study: a randomized trial assessing the efficacy of the addition of an interactive, personalized, web-based, lifestyle intervention tool to an existing health information web platform in a high-risk employee population
Post JM, Ali SS, Roberson LL, Aneni EC, Shaharyar S, Younus A, Jamal O, Ahmad R, Aziz MA, Malik R, Spatz ES, Feldman T, Fialkow J, Veledar E, Cury RC, Agatston AS, Nasir K. Rationale and design of the Baptist Employee Healthy Heart Study: a randomized trial assessing the efficacy of the addition of an interactive, personalized, web-based, lifestyle intervention tool to an existing health information web platform in a high-risk employee population. Trials 2016, 17: 308. PMID: 27369488, PMCID: PMC4930575, DOI: 10.1186/s13063-016-1424-z.Peer-Reviewed Original ResearchConceptsBaptist Health South FloridaCardiovascular diseaseControl armHeart StudyEmployee populationLifestyle intervention toolLifestyle management programPeripheral arterial tonometryLifestyle risk factorsSubsequent cardiovascular diseaseSubclinical cardiovascular diseaseHigh-risk populationMedical history questionnaireType II diabetesBackgroundMetabolic syndromeArterial tonometryCardiovascular riskEndothelial dysfunctionCarotid atherosclerosisIntervention armVisit 2Visit 1Risk factorsCalcium testingHigh riskThe Effectiveness of a Worksite Lifestyle Intervention Program on High-Risk Individuals as Potential Candidates for Bariatric Surgery: My Unlimited Potential (MyUP)
Osondu CU, Aneni EC, Shaharyar S, Roberson L, Rouseff M, Das S, Spatz E, Younus A, Guzman H, Brown D, Santiago-Charles J, Ochoa T, Mora J, Gilliam C, Lehn V, Sherriff S, Tran T, Gonzalez A, Virani S, Feldman T, Agatston AS, Nasir K. The Effectiveness of a Worksite Lifestyle Intervention Program on High-Risk Individuals as Potential Candidates for Bariatric Surgery: My Unlimited Potential (MyUP). Population Health Management 2016, 19: 368-375. PMID: 26760281, DOI: 10.1089/pop.2015.0111.Peer-Reviewed Original ResearchConceptsBody mass indexCardiometabolic risk factorsBariatric surgeryBlood pressureMass indexEligible participantsRisk factorsBaptist Health South FloridaLifestyle intervention programDiastolic blood pressureSystolic blood pressureCardiovascular disease riskPhysical activity interventionsHigh-risk individualsPersonalized diet planParticipants' body mass indexProgram completersWorkplace wellness programsLifestyle interventionSevere obesityHemoglobin A1cTotal cholesterolTreat analysisActivity interventionsLifestyle program
2015
Qingdao Port Cardiovascular Health Study: a prospective cohort study
Spatz ES, Jiang X, Lu J, Masoudi FA, Spertus JA, Wang Y, Li X, Downing NS, Nasir K, Du X, Li J, Krumholz HM, Liu X, Jiang L. Qingdao Port Cardiovascular Health Study: a prospective cohort study. BMJ Open 2015, 5: e008403. PMID: 26656011, PMCID: PMC4679897, DOI: 10.1136/bmjopen-2015-008403.Peer-Reviewed Original ResearchMeSH KeywordsAdultAgedAsian PeopleBody Mass IndexCardiovascular DiseasesChinaCohort StudiesCost of IllnessDiabetes Mellitus, Type 2Early DiagnosisEnvironmental ExposureFemaleHealth BehaviorHealth SurveysHumansHyperlipidemiasHypertensionIncidenceMaleMiddle AgedOccupational ExposurePhysical ExaminationPreventive Health ServicesProspective StudiesRisk FactorsSelf ReportSocioeconomic FactorsWorkplaceConceptsAnnual health assessmentCardiovascular diseaseRisk factorsUnique risk factor profileCardiovascular risk factorsClinical risk factorsProspective cohort studyRisk factor profileHospital medical recordsCardiovascular Health StudyPopulation-based studyPopulation-based strategiesHealth assessmentCardiovascular outcomesCohort studyCarotid ultrasoundMean agePhysical examinationCardiovascular healthHeart diseaseMedical recordsDisease onsetMedical insurance claimsHealth StudyUrine analysisOne‐year outcomes of an intense workplace cardio‐metabolic risk reduction program among high‐risk employees: The My Unlimited Potential
Rouseff M, Aneni EC, Guzman H, Das S, Brown D, Osondu CU, Spatz E, Shaffer B, Santiago-Charles J, Ochoa T, Mora J, Gilliam C, Lehn V, Sherriff S, Tran TH, Post J, Veledar E, Feldman T, Agatston AS, Nasir K. One‐year outcomes of an intense workplace cardio‐metabolic risk reduction program among high‐risk employees: The My Unlimited Potential. Obesity 2015, 24: 71-78. PMID: 26637983, DOI: 10.1002/oby.21324.Peer-Reviewed Original ResearchConceptsBody mass indexDiastolic blood pressureSystolic blood pressureCardio-metabolic risk factorsMean body mass indexHigh-risk employeesBlood pressureRisk factorsHigh-sensitivity C-reactive proteinHigh cardiovascular disease riskCardio-metabolic outcomesPoor BP controlBaptist Health South FloridaLifestyle change programLifestyle intervention programOne-year outcomesCardiovascular disease riskC-reactive proteinBP controlCVD riskRisk reduction programsSerum lipidsHemoglobin A1cTotal cholesterolMass index