Featured Publications
Excess Mortality and Years of Potential Life Lost Among the Black Population in the US, 1999-2020
Caraballo C, Massey D, Ndumele C, Haywood T, Kaleem S, King T, Liu Y, Lu Y, Nunez-Smith M, Taylor H, Watson K, Herrin J, Yancy C, Faust J, Krumholz H. Excess Mortality and Years of Potential Life Lost Among the Black Population in the US, 1999-2020. JAMA 2023, 329: 1662-1670. PMID: 37191702, PMCID: PMC10189563, DOI: 10.1001/jama.2023.7022.Peer-Reviewed Original ResearchConceptsExcess mortality ratesExcess deathsMortality ratePotential lifeWhite populationExcess mortalitySerial cross-sectional studyHighest excess mortality ratesBlack populationCause-specific mortalityCross-sectional studyHigh mortality rateNon-Hispanic whitesYears of lifeUS national dataMiddle-aged adultsCause mortalityHeart diseaseDeath certificatesNon-Hispanic black populationMAIN OUTCOMEAge groupsDisease controlMortalityBlack malesOrgan Dysfunction in Sepsis: An Ominous Trajectory From Infection To Death.
Caraballo C, Jaimes F. Organ Dysfunction in Sepsis: An Ominous Trajectory From Infection To Death. The Yale Journal Of Biology And Medicine 2019, 92: 629-640. PMID: 31866778, PMCID: PMC6913810.Peer-Reviewed Original ResearchConceptsOrgan dysfunctionSequential Organ Failure Assessment scoreLife-threatening organ dysfunctionOrgan Failure Assessment scoreGlobal public health challengeBurden of sepsisLong-term sequalaeMultiple organ failureHallmark of sepsisHeterogeneous clinical manifestationsPublic health strategiesCentral nervous systemPublic health challengeSite of infectionGlobal hypoperfusionMicrocirculatory dysfunctionOrgan failureSeptic shockPatient's courseClinical manifestationsHematologic systemAttributable deathsImmune responseSepsisHealth strategiesTrends in Racial and Ethnic Disparities in Barriers to Timely Medical Care Among Adults in the US, 1999 to 2018
Caraballo C, Ndumele CD, Roy B, Lu Y, Riley C, Herrin J, Krumholz HM. Trends in Racial and Ethnic Disparities in Barriers to Timely Medical Care Among Adults in the US, 1999 to 2018. JAMA Health Forum 2022, 3: e223856. PMID: 36306118, PMCID: PMC9617175, DOI: 10.1001/jamahealthforum.2022.3856.Peer-Reviewed Original ResearchConceptsTimely medical careSerial cross-sectional studyNational Health Interview SurveyCross-sectional studyHealth Interview SurveyMedical careLack of transportationEthnic disparitiesHispanics/LatinosWhite individualsEthnicity groupsInterview SurveyCost of careSelf-reported raceStudy cohortClinic hoursMAIN OUTCOMEMedical officesCarePrevalenceLatino individualsBlack individualsSignificant differencesSignificant increasePopulation groupsTemporal Trends in Racial and Ethnic Disparities in Multimorbidity Prevalence in the United States, 1999-2018
Caraballo C, Herrin J, Mahajan S, Massey D, Lu Y, Ndumele CD, Drye EE, Krumholz HM. Temporal Trends in Racial and Ethnic Disparities in Multimorbidity Prevalence in the United States, 1999-2018. The American Journal Of Medicine 2022, 135: 1083-1092.e14. PMID: 35472394, DOI: 10.1016/j.amjmed.2022.04.010.Peer-Reviewed Original ResearchConceptsMultimorbidity prevalenceRace/ethnicityWhite individualsChronic conditionsBlack individualsSerial cross-sectional analysisCommon chronic conditionsRisk of morbidityPrevalence of multimorbidityPublic health interventionsCross-sectional analysisSelf-reported presenceSelf-reported raceLatino/HispanicMAIN OUTCOMEHealth interventionsEthnic disparitiesPrevalenceHealth inequalitiesStudy periodEarly lifeHispanic individualsTemporal trendsStudy sampleAsian individualsEvaluation of Temporal Trends in Racial and Ethnic Disparities in Sleep Duration Among US Adults, 2004-2018
Caraballo C, Mahajan S, Valero-Elizondo J, Massey D, Lu Y, Roy B, Riley C, Annapureddy AR, Murugiah K, Elumn J, Nasir K, Nunez-Smith M, Forman HP, Jackson CL, Herrin J, Krumholz HM. Evaluation of Temporal Trends in Racial and Ethnic Disparities in Sleep Duration Among US Adults, 2004-2018. JAMA Network Open 2022, 5: e226385. PMID: 35389500, PMCID: PMC8990329, DOI: 10.1001/jamanetworkopen.2022.6385.Peer-Reviewed Original ResearchConceptsCross-sectional studyLong sleep durationSleep durationWhite individualsBlack individualsLatino individualsEthnic differencesSerial cross-sectional studyNational Health Interview Survey dataHealth Interview Survey dataSelf-reported sleep durationShort sleep durationInterview Survey dataMiddle-aged adultsSelf-reported raceEstimated prevalenceMAIN OUTCOMELong sleepSleep deficiencyHigher household incomeEthnic disparitiesAge groupsHealth disparitiesPrevalenceSleep disparitiesTiming of Blood Draws Among Patients Hospitalized in a Large Academic Medical Center
Caraballo C, Mahajan S, Murugiah K, Mortazavi B, Lu Y, Khera R, Krumholz H. Timing of Blood Draws Among Patients Hospitalized in a Large Academic Medical Center. JAMA 2023, 329: 255-257. PMID: 36648476, PMCID: PMC9856620, DOI: 10.1001/jama.2022.21509.Peer-Reviewed Original ResearchTrends in Differences in Health Status and Health Care Access and Affordability by Race and Ethnicity in the United States, 1999-2018
Mahajan S, Caraballo C, Lu Y, Valero-Elizondo J, Massey D, Annapureddy AR, Roy B, Riley C, Murugiah K, Onuma O, Nunez-Smith M, Forman HP, Nasir K, Herrin J, Krumholz HM. Trends in Differences in Health Status and Health Care Access and Affordability by Race and Ethnicity in the United States, 1999-2018. JAMA 2021, 326: 637-648. PMID: 34402830, PMCID: PMC8371573, DOI: 10.1001/jama.2021.9907.Peer-Reviewed Original ResearchConceptsHealth care accessFair health statusSelf-reported health statusCare accessHealth statusWhite individualsEthnic differencesLatino/HispanicNational Health Interview Survey dataSerial cross-sectional studySelf-reported functional limitationsBlack individualsHealth Interview Survey dataLow incomeCross-sectional studyCross-sectional survey studyInterview Survey dataSelf-reported raceSelf-report measuresMAIN OUTCOMEUS adultsFunctional limitationsPercentage of peopleSignificant decreaseAdults
2023
Impact of Marital Stress on 1‐Year Health Outcomes Among Young Adults With Acute Myocardial Infarction
Zhu C, Dreyer R, Li F, Spatz E, Caraballo‐Cordovez C, Mahajan S, Raparelli V, Leifheit E, Lu Y, Krumholz H, Spertus J, D'Onofrio G, Pilote L, Lichtman J. Impact of Marital Stress on 1‐Year Health Outcomes Among Young Adults With Acute Myocardial Infarction. Journal Of The American Heart Association 2023, 12: e030031. PMID: 37589125, PMCID: PMC10547344, DOI: 10.1161/jaha.123.030031.Peer-Reviewed Original ResearchConceptsAcute myocardial infarctionCardiac-specific qualityGeneric health statusMyocardial infarctionBaseline healthMarital stressHealth outcomesHealth statusWorse patient-reported outcomesMental healthYoung adultsObservational cohort studyPatient-reported outcomesSocioeconomic factorsWorse mental healthReadmission 1Cause readmissionCohort studyYounger patientsRoutine screeningDepressive symptomsGreater oddsAnginaMale participantsOutcomesUse of Recalled Devices in New Device Authorizations Under the US Food and Drug Administration’s 510(k) Pathway and Risk of Subsequent Recalls
Kadakia K, Dhruva S, Caraballo C, Ross J, Krumholz H. Use of Recalled Devices in New Device Authorizations Under the US Food and Drug Administration’s 510(k) Pathway and Risk of Subsequent Recalls. JAMA 2023, 329: 136-143. PMID: 36625810, PMCID: PMC9857464, DOI: 10.1001/jama.2022.23279.Peer-Reviewed Original Research
2022
Clinical Presentation and Short- and Long-term Outcomes in Patients With Isolated Distal Deep Vein Thrombosis vs Proximal Deep Vein Thrombosis in the RIETE Registry
Bikdeli B, Caraballo C, Trujillo-Santos J, Galanaud JP, di Micco P, Rosa V, Cusidó GV, Schellong S, Mellado M, del Valle Morales M, Gavín-Sebastián O, Mazzolai L, Krumholz HM, Monreal M, Prandoni P, Brenner B, Farge-Bancel D, Barba R, Bertoletti L, Tzoran I, Reis A, Bosevski M, Bounameaux H, Malý R, Verhamme P, Caprini J, Adarraga M, Agudo de Blas P, Aibar J, Amado C, Arcelus J, Ballaz A, Barbagelata C, Barrón M, Barrón-Andrés B, Blanco-Molina Á, Beddar Chaib F, Botella E, Buño-Ramilo B, Castro J, Chasco L, Criado J, de Ancos C, de Miguel J, del Toro J, Demelo-Rodríguez P, Díaz-Brasero A, Díaz-Pedroche M, Díaz-Peromingo J, Díaz-Simón R, Domínguez I, Dubois-Silva Á, Escribano J, Espósito F, Farfán-Sedano A, Fernández-Capitán C, Fernández-Reyes J, Fidalgo Á, Font C, Francisco I, Gabara C, Galeano-Valle F, García M, García-Bragado F, García de Herreros M, García de la Garza R, García-Díaz C, Gil-Díaz A, Giménez-Suau M, Gómez-Cuervo C, Grau E, Guirado L, Gutiérrez J, Hernández-Blasco L, Jara-Palomares L, Jaras M, Jiménez D, Jiménez R, Jiménez-Alfaro C, Jou I, Joya M, Lainez-Justo S, Lalueza A, Latorre-Díez A, Lobo J, López-Jiménez L, López-Miguel P, López-Núñez J, López-Reyes R, López-Sáez J, Lorenzo A, Madridano O, Maestre A, Marchena P, Martín del Pozo M, Martín-Martos F, Martínez-Urbistondo D, Mella C, Mercado M, Muñoz-Blanco A, Nieto J, Núñez-Fernández M, Olid-Velilla M, Otalora S, Otero R, Paredes-Ruiz D, Parra P, Parra V, Pedrajas J, Peris M, Porras J, Portillo J, Ruiz-Artacho P, Ruiz-Giménez N, Ruiz-Ruiz J, Ruiz-Sada P, Salgueiro G, Sánchez-Martínez R, Sánchez-Muñoz-Torrero J, Sancho T, Soler S, Suárez-Rodríguez B, Suriñach J, Tolosa C, Torres M, Torres-Sánchez A, Uresandi F, Valero B, Valle R, Varona J, Vázquez-Friol C, Vela L, Vela J, Villalobos A, Villares P, Zamora C, Ay C, Nopp S, Pabinger I, Engelen M, Vanassche T, Yoo H, Hirmerova J, Accassat S, Ait Abdallah N, Bura-Riviere A, Catella J, Couturaud F, Crichi B, Debourdeau P, Espitia O, Falvo N, Grange C, Helfer H, Lacut K, Le Mao R, Mahé I, Morange P, Moustafa F, Poenou G, Sarlon-Bartoli G, Suchon P, Quere I, Nikandish R, Braester A, Kenet G, Basaglia M, Bilora F, Bortoluzzi C, Brandolin B, Ciammaichella M, Corgna C, de Angelis A, Imbalzano E, Mastroiacovo D, Merla S, Pesavento R, Pomero F, Siniscalchi C, Tufano A, Visonà A, Vo Hong N, Zalunardo B, Kigitovica D, Rusa E, Skride A, Fonseca S, Martins-Duarte F, Meireles J. Clinical Presentation and Short- and Long-term Outcomes in Patients With Isolated Distal Deep Vein Thrombosis vs Proximal Deep Vein Thrombosis in the RIETE Registry. JAMA Cardiology 2022, 7: 857-865. PMID: 35830171, PMCID: PMC9280612, DOI: 10.1001/jamacardio.2022.1988.Peer-Reviewed Original ResearchConceptsDeep vein thrombosisDistal deep vein thrombosisProximal DVTLong-term outcomesPulmonary embolismVein thrombosisPostthrombotic syndromeCohort studyClinical presentationLower riskIsolated Distal Deep Vein ThrombosisProximal deep vein thrombosisEnfermedad TromboEmbólica (RIETE) registryLower comorbidity burdenUpper extremity DVTInternational cohort studyMultivariable adjusted analysesOptimal long-term managementRandomized clinical trialsAnalysis of patientsCOVID-19 infectionLong-term managementAsymptomatic DVTComorbidity burdenInfrapopliteal veinsHemodynamic differences between women and men with elevated blood pressure in China: A non-invasive assessment of 45,082 adults using impedance cardiography
Caraballo C, Mahajan S, Gu J, Lu Y, Spatz ES, Dreyer RP, Zhang M, Sun N, Ren Y, Zheng X, Zhao H, Lu H, J. Z, Krumholz HM. Hemodynamic differences between women and men with elevated blood pressure in China: A non-invasive assessment of 45,082 adults using impedance cardiography. PLOS ONE 2022, 17: e0269777. PMID: 35700163, PMCID: PMC9197037, DOI: 10.1371/journal.pone.0269777.Peer-Reviewed Original ResearchConceptsElevated blood pressureSystemic vascular resistance indexVascular resistance indexBlood pressureCardiac indexResistance indexHigh systemic vascular resistance indexLower systemic vascular resistance indexHigher mean systolic blood pressureMean diastolic blood pressureMean systolic blood pressureImpedance cardiographyLow cardiac indexHigher cardiac indexDiastolic blood pressureSystolic blood pressureBody mass indexYear old womanPersonalization of treatmentSame age groupNon-invasive assessmentSex differencesHemodynamic profileMass indexHemodynamic differencesPhysical Activity Among Patients With Intracardiac Remote Monitoring Devices Before, During, and After COVID-19–Related Restrictions
Lu Y, Jones PW, Murugiah K, Caraballo C, Massey DS, Mahajan S, Ahmed R, Bader EM, Krumholz HM. Physical Activity Among Patients With Intracardiac Remote Monitoring Devices Before, During, and After COVID-19–Related Restrictions. Journal Of The American College Of Cardiology 2022, 79: 309-310. PMID: 35057917, PMCID: PMC8763290, DOI: 10.1016/j.jacc.2021.11.010.Peer-Reviewed Original ResearchCost-Related Medication Nonadherence in Adults With Diabetes in the United States: The National Health Interview Survey 2013-2018.
Taha MB, Valero-Elizondo J, Yahya T, Caraballo C, Khera R, Patel KV, Ali HJR, Sharma G, Mossialos E, Cainzos-Achirica M, Nasir K. Cost-Related Medication Nonadherence in Adults With Diabetes in the United States: The National Health Interview Survey 2013-2018. Diabetes Care 2022, 45: 594-603. PMID: 35015860, DOI: 10.2337/dc21-1757.Peer-Reviewed Original ResearchConceptsCost-related medication nonadherenceNational Health Interview SurveyLack of insuranceMedication nonadherenceNational Health Interview Survey 2013Duration of diabetesHigher comorbidity burdenSelf-reported diabetesHealth Interview SurveyWorse health outcomesHealth-related expendituresComorbidity burdenInsulin useCurrent smokingLess medicationMedication adherenceFemale sexWeighted prevalenceHigher oddsAge subgroupsSkipping dosesDiabetesHealth outcomesElderly adultsNHIS participants
2021
National Trends in Racial and Ethnic Disparities in Antihypertensive Medication Use and Blood Pressure Control Among Adults With Hypertension, 2011–2018
Lu Y, Liu Y, Dhingra LS, Massey D, Caraballo C, Mahajan S, Spatz ES, Onuma O, Herrin J, Krumholz HM. National Trends in Racial and Ethnic Disparities in Antihypertensive Medication Use and Blood Pressure Control Among Adults With Hypertension, 2011–2018. Hypertension 2021, 79: 207-217. PMID: 34775785, DOI: 10.1161/hypertensionaha.121.18381.Peer-Reviewed Original ResearchConceptsAntihypertensive medication usePoor hypertension controlOverall treatment rateLow control rateHypertension controlHypertension awarenessMedication useControl rateHispanic individualsEthnic differencesTreatment ratesBlack individualsGuideline-recommended medicationsBlood pressure controlWhite individualsNutrition Examination SurveyLow awareness rateAntihypertensive medicationsHypertensive peopleExamination SurveyIntensive medicationNational HealthAwareness rateEthnic disparitiesPressure controlPerformance Metrics for the Comparative Analysis of Clinical Risk Prediction Models Employing Machine Learning
Huang C, Li SX, Caraballo C, Masoudi FA, Rumsfeld JS, Spertus JA, Normand ST, Mortazavi BJ, Krumholz HM. Performance Metrics for the Comparative Analysis of Clinical Risk Prediction Models Employing Machine Learning. Circulation Cardiovascular Quality And Outcomes 2021, 14: e007526. PMID: 34601947, DOI: 10.1161/circoutcomes.120.007526.Peer-Reviewed Original ResearchTracking Self-reported Symptoms and Medical Conditions on Social Media During the COVID-19 Pandemic: Infodemiological Study
Ding Q, Massey D, Huang C, Grady CB, Lu Y, Cohen A, Matzner P, Mahajan S, Caraballo C, Kumar N, Xue Y, Dreyer R, Roy B, Krumholz HM. Tracking Self-reported Symptoms and Medical Conditions on Social Media During the COVID-19 Pandemic: Infodemiological Study. JMIR Public Health And Surveillance 2021, 7: e29413. PMID: 34517338, PMCID: PMC8480398, DOI: 10.2196/29413.Peer-Reviewed Original ResearchEvaluation of Racial and Ethnic Disparities in Cardiac Transplantation
Chouairi F, Fuery M, Clark KA, Mullan CW, Stewart J, Caraballo C, Clarke J, Sen S, Guha A, Ibrahim NE, Cole RT, Holaday L, Anwer M, Geirsson A, Rogers JG, Velazquez EJ, Desai NR, Ahmad T, Miller PE. Evaluation of Racial and Ethnic Disparities in Cardiac Transplantation. Journal Of The American Heart Association 2021, 10: e021067. PMID: 34431324, PMCID: PMC8649228, DOI: 10.1161/jaha.120.021067.Peer-Reviewed Original ResearchConceptsWhite patientsHispanic patientsBlack patientsCardiac transplantationHeart transplantationHigh riskEthnic disparitiesAdult heart recipientsAllocation system changePost-transplant deathPost-transplant mortalityOrgan Sharing databasePost-transplantation deathNew allocation systemHeart recipientsDiabetes mellitusRenal diseaseSharing databaseTransplantation ratesUnited NetworkContemporary outcomesPatientsTransplantationDonor characteristicsStudy periodThe Impact of Depression on Outcomes in Patients With Heart Failure and Reduced Ejection Fraction Treated in the GUIDE-IT Trial
Chouairi F, Fuery MA, Mullan CW, Caraballo C, Sen S, Maulion C, Wilkinson ST, Surti T, McCullough M, Miller PE, Pacor J, Leifer ES, Felker GM, Velazquez EJ, Fiuzat M, O'Connor CM, Januzzi JL, Desai NR, Ahmad T. The Impact of Depression on Outcomes in Patients With Heart Failure and Reduced Ejection Fraction Treated in the GUIDE-IT Trial. Journal Of Cardiac Failure 2021, 27: 1359-1366. PMID: 34166799, DOI: 10.1016/j.cardfail.2021.06.008.Peer-Reviewed Original ResearchConceptsGuideline-directed medical therapyReduced ejection fractionAmino-terminal pro-B-type natriuretic peptide levelsPro-B-type natriuretic peptide levelsGUIDE-IT trialNatriuretic peptide levelsHeart failureEjection fractionClinical outcomesPeptide levelsOptimal guideline-directed medical therapyCox proportional hazards regression modelingProportional hazards regression modelingImpact of depressionHistory of depressionCardiovascular deathCause hospitalizationCause mortalityOverall cohortMedical therapyAdverse outcomesTarget dosesPatientsMental healthTime pointsEngagement With COVID-19 Public Health Measures in the United States: A Cross-sectional Social Media Analysis from June to November 2020
Massey D, Huang C, Lu Y, Cohen A, Oren Y, Moed T, Matzner P, Mahajan S, Caraballo C, Kumar N, Xue Y, Ding Q, Dreyer R, Roy B, Krumholz H. Engagement With COVID-19 Public Health Measures in the United States: A Cross-sectional Social Media Analysis from June to November 2020. Journal Of Medical Internet Research 2021, 23: e26655. PMID: 34086593, PMCID: PMC8218897, DOI: 10.2196/26655.Peer-Reviewed Original ResearchOutcomes in patients with anthracycline‐induced cardiomyopathy undergoing left ventricular assist devices implantation
Guha A, Caraballo C, Jain P, Miller PE, Owusu‐Guha J, Clark KAA, Velazquez EJ, Ahmad T, Baldassarre LA, Addison D, Weintraub NL, Desai NR. Outcomes in patients with anthracycline‐induced cardiomyopathy undergoing left ventricular assist devices implantation. ESC Heart Failure 2021, 8: 2866-2875. PMID: 33982867, PMCID: PMC8318466, DOI: 10.1002/ehf2.13362.Peer-Reviewed Original ResearchConceptsAnthracycline-induced cardiomyopathyIschemic cardiomyopathyCardiomyopathy patientsCF-LVADICM patientsLeft ventricular assist device implantationContinuous-flow LVAD implantationHigher major bleeding riskVentricular assist device implantationEnd-stage heart failureMechanically Assisted Circulatory SupportCox proportional hazards modelCF-LVAD implantationAcute kidney injuryMajor bleeding riskAssist device implantationEtiology of cardiomyopathyProportional hazards modelBleeding riskKidney injuryInteragency RegistryLVAD implantationMajor infectionMedian survivalRespiratory support