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Broni EK, Echouffo Tcheugui JB, Palatnik A, Graham EM, Turkson-Ocran RA, Commodore-Mendah Y, Ndumele CE, Michos ED. Associations between Hysterectomy and Metabolic Syndrome: The Multi-Ethnic Study of Atherosclerosis. Am J Obstet Gynecol 2024:S0002-9378(24)00561-1. [PMID: 38703940 DOI: 10.1016/j.ajog.2024.04.035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Revised: 03/24/2024] [Accepted: 04/26/2024] [Indexed: 05/06/2024]
Abstract
BACKGROUND Metabolic syndrome is linked to an increased risk of incident cardiovascular disease (CVD) and all-cause mortality. Notable associations exist between hysterectomy with bilateral salpingo-oophorectomy and metabolic syndrome. However, there is emerging evidence that even with ovarian conservation, hysterectomy may be independently associated with long-term CVD risk. OBJECTIVE To examine the associations between hysterectomy with ovarian preservation and metabolic syndrome risk in a multi-ethnic cohort. METHODS We studied 3,367 female participants in the Multi-Ethnic Study of Atherosclerosis who had data on self-reported history of hysterectomy, oophorectomy, hystero-oophorectomy and metabolic syndrome at baseline (2000-2002). We used adjusted logistic regression to assess the cross-sectional associations between hysterectomy/oophorectomy subgroups and prevalent metabolic syndrome at baseline. Furthermore, we investigated 1,355 participants free of baseline metabolic syndrome and used adjusted Cox regression models to evaluate incident metabolic syndrome from exams 2 (2002-2004) to 6 (2016-2018). RESULTS The mean±SD age was 59.0±9.5 years, with 42% White, 27% Black, 19% Hispanic, and 13% Chinese American participants. 29% and 22% had a history of hysterectomy and oophorectomy, respectively. Over a median follow-up period of 10.5 (3.01-17.62) years, there were 750 metabolic syndrome events. Hysterectomy [HR, 1.32 (95%CI, 1.01-1.73)] and hystero-oophorectomy [1.40 (1.13-1.74)] were both strongly associated with incident metabolic syndrome compared to having neither hysterectomy or oophorectomy. CONCLUSION Hysterectomy, even with ovarian preservation, may be independently associated with a higher risk of metabolic syndrome. If other studies confirm these findings, screening and preventive strategies focused on females with ovary-sparing hysterectomy and the mechanisms underpinning these associations may be explored.
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Affiliation(s)
- Eric K Broni
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Justin B Echouffo Tcheugui
- Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, Johns Hopkins University, Baltimore, MD
| | - Anna Palatnik
- Division of Maternal-Fetal medicine, Department of Obstetrics and Gynecology, Medical College of Wisconsin, Milwaukee, WI
| | - Ernest M Graham
- Division of Maternal and Fetal Medicine, Department of Obstetrics and Gynecology, Johns Hopkins University, Baltimore, MD
| | - Ruth-Alma Turkson-Ocran
- General Medicine, Research; Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
| | | | - Chiadi E Ndumele
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Erin D Michos
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, MD.
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2
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Mathews L, Mok Y, Ding N, Cudjoe TKM, Riekert KA, Kucharska-Newton A, Coresh J, Benz Scott LA, Stewart KJ, Ndumele CE, Matsushita K. Social Support, Social Isolation, and Outpatient Cardiac Rehabilitation Participation Among Older Adults in the Community: The ARIC Study. J Am Heart Assoc 2024:e033171. [PMID: 38686871 DOI: 10.1161/jaha.123.033171] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/10/2024] [Accepted: 03/14/2024] [Indexed: 05/02/2024]
Affiliation(s)
- Lena Mathews
- Division of Cardiology Johns Hopkins University School of Medicine Baltimore MD USA
- Welch Center for Clinical Research and Prevention Johns Hopkins Bloomberg School of Public Health Baltimore MD USA
| | - Yejin Mok
- Welch Center for Clinical Research and Prevention Johns Hopkins Bloomberg School of Public Health Baltimore MD USA
| | - Ning Ding
- Welch Center for Clinical Research and Prevention Johns Hopkins Bloomberg School of Public Health Baltimore MD USA
- Bridgeport Hospital Bridgeport CT USA
| | - Thomas K M Cudjoe
- Division of Geriatric Medicine and Gerontology Johns Hopkins University School of Medicine Baltimore MD USA
| | - Kristin A Riekert
- Division of Pulmonary and Critical Care, Department of Medicine Johns Hopkins University School of Medicine Baltimore MD USA
| | - Anna Kucharska-Newton
- Department of Epidemiology, Gillings School of Public Health University of North Carolina Chapel Hill NC USA
| | - Josef Coresh
- Welch Center for Clinical Research and Prevention Johns Hopkins Bloomberg School of Public Health Baltimore MD USA
| | | | - Kerry J Stewart
- Division of Cardiology Johns Hopkins University School of Medicine Baltimore MD USA
| | - Chiadi E Ndumele
- Division of Cardiology Johns Hopkins University School of Medicine Baltimore MD USA
- Welch Center for Clinical Research and Prevention Johns Hopkins Bloomberg School of Public Health Baltimore MD USA
| | - Kunihiro Matsushita
- Division of Cardiology Johns Hopkins University School of Medicine Baltimore MD USA
- Welch Center for Clinical Research and Prevention Johns Hopkins Bloomberg School of Public Health Baltimore MD USA
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3
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Echouffo‐Tcheugui JB, Zhang S, Florido R, Pankow JS, Michos ED, Goldberg RB, Nambi V, Gerstenblith G, Post WS, Blumenthal RS, Ballantyne CM, Coresh J, Selvin E, Ndumele CE. Galectin-3, Metabolic Risk, and Incident Heart Failure: The ARIC Study. J Am Heart Assoc 2024; 13:e031607. [PMID: 38471823 PMCID: PMC11010020 DOI: 10.1161/jaha.123.031607] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Accepted: 01/11/2024] [Indexed: 03/14/2024]
Abstract
BACKGROUND It is unclear how metabolic syndrome (MetS) and diabetes affect Gal-3 (galectin 3) levels and the resulting implications for heart failure (HF) risk. We assessed relationships of MetS and diabetes with Gal-3, and their joint associations with incident HF. METHODS AND RESULTS We included 8445 participants without HF (mean age, 63 years; 59% men; 16% Black race) at ARIC (Atherosclerosis Risk in Communities) study visit 4 (1996-1999). We categorized participants as having MetS only, MetS with diabetes, or neither, and by quartiles of MetS severity Z score. We assessed cross-sectional associations of metabolic risk categories with high Gal-3 level (≥75th percentile) using logistic regression. We used Cox regression to evaluate combined associations of metabolic risk categories and Gal-3 quartiles with HF. In cross-sectional analyses, compared with no MetS and no diabetes, MetS only (odds ratio [OR], 1.24 [95% CI, 1.10-1.41]) and MetS with diabetes (OR, 1.59 [95% CI, 1.32-1.92]) were associated with elevated Gal-3. Over a median follow-up of 20.5 years, there were 1749 HF events. Compared with individuals with neither diabetes nor MetS and with Gal-3 in the lowest quartile, the combination of MetS with diabetes and Gal-3 ≥75th percentile was associated with a 4-fold higher HF risk (hazard ratio, 4.35 [95% CI, 3.30-5.73]). Gal-3 provided HF prognostic information above and beyond MetS, NT-proBNP (N-terminal pro-B-type natriuretic peptide), high-sensitivity cardiac troponin T, and CRP (C-reactive protein) (ΔC statistic for models with versus without Gal-3: 0.003; P=0.004). CONCLUSIONS MetS and diabetes are associated with elevated Gal-3. The HF risk significantly increased with the combination of greater metabolic risk and higher Gal-3.
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Affiliation(s)
- Justin B. Echouffo‐Tcheugui
- Division of Endocrinology, Diabetes and Metabolism, Department of MedicineJohns Hopkins UniversityBaltimoreMD
| | - Sui Zhang
- Department of Epidemiology and Welch Center for Prevention, Epidemiology, and Clinical ResearchJohns Hopkins Bloomberg School of Public HealthBaltimoreMDUnited States
| | - Roberta Florido
- Division of Cardiology, Department of MedicineJohns Hopkins University School of MedicineBaltimoreMD
| | - James S. Pankow
- Department of Epidemiology at the University of MinnesotaMinneapolisMN
| | - Erin D. Michos
- Division of Cardiology, Department of MedicineJohns Hopkins University School of MedicineBaltimoreMD
| | - Ronald B. Goldberg
- Division of Endocrinology, Diabetes and Metabolism, Department of MedicineUniversity of MiamiMiamiFL
| | - Vijay Nambi
- Section of Cardiovascular ResearchBaylor College of Medicine and Houston Methodist DeBakey Heart and Vascular CenterHoustonTX
| | - Gary Gerstenblith
- Division of Cardiology, Department of MedicineJohns Hopkins University School of MedicineBaltimoreMD
| | - Wendy S. Post
- Division of Cardiology, Department of MedicineJohns Hopkins University School of MedicineBaltimoreMD
| | - Roger S. Blumenthal
- Division of Cardiology, Department of MedicineJohns Hopkins University School of MedicineBaltimoreMD
| | - Christie M. Ballantyne
- Section of Cardiovascular ResearchBaylor College of Medicine and Houston Methodist DeBakey Heart and Vascular CenterHoustonTX
| | - Josef Coresh
- Department of Epidemiology and Welch Center for Prevention, Epidemiology, and Clinical ResearchJohns Hopkins Bloomberg School of Public HealthBaltimoreMDUnited States
| | - Elizabeth Selvin
- Department of Epidemiology and Welch Center for Prevention, Epidemiology, and Clinical ResearchJohns Hopkins Bloomberg School of Public HealthBaltimoreMDUnited States
| | - Chiadi E. Ndumele
- Division of Cardiology, Department of MedicineJohns Hopkins University School of MedicineBaltimoreMD
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McEvoy JW, Wang D, Tang O, Fang M, Ndumele CE, Coresh J, Christenson RH, Selvin E. Four high sensitivity troponin assays and mortality in US adults with cardiovascular disease: The national health and nutrition examination survey, 1999-2004. Am J Prev Cardiol 2024; 17:100631. [PMID: 38304389 PMCID: PMC10832369 DOI: 10.1016/j.ajpc.2023.100631] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Revised: 12/04/2023] [Accepted: 12/18/2023] [Indexed: 02/03/2024] Open
Abstract
Objective High sensitivity cardiac troponin (hs-cTn) may be useful to monitor residual risk in secondary prevention. Our objective was to study the correlations and comparative associations with mortality of four hs-cTn assays in US adults with known cardiovascular disease (CVD). Methods We studied 1,211 adults with a history of CVD who participated in the National Health and Nutrition Examination Survey (NHANES) 1999-2004. Using stored samples, we measured hs-cTnT (Roche) and three hs-cTnI assays (Abbott, Siemens, and Ortho). Outcomes were all-cause and CVD mortality, with follow-up through December 31, 2019. Results Mean age was 64 years, 48 % were female, and 80 % identified as non-Hispanic White. Pearson's correlation coefficients between hs-cTn assays ranged from 0.67 to 0.85. There were 848 deaths (365 from CVD). Among adults with a history of prior non-fatal CVD, each hs-cTn assay (log-transformed, per 1-SD) was independently associated with CVD death (HRs ranging from 1.55 to 2.16 per 1-SD, all p-values <0.05) and with all-cause death (HRs ranging from 1.31 to 1.62 per 1-SD, all p-values <0.05). Associations of hs-cTnT and all-cause and CVD death remained significant after adjusting for hs-cTnI (and vice versa). Associations between hs-cTnI and CVD death remained significant after mutually adjusting for other individual hs-cTnI assays: e.g., HR 2.21 (95 % CI 1.60, 3.05) for Ortho (hs-cTnI) after adjustment for Siemens (hs-cTnI) and HR 1.81 (95 % CI 1.35, 2.43) for Ortho (hs-cTnI) after adjustment for Abbott (hs-cTnI). Conclusion In US adults with a history of CVD, we found modest correlations between 4 hs-cTn assays. All assays were associated with all-cause and CVD mortality. The hs-cTnT assay was associated with mortality independent of the hs-cTnI assays. Hs-cTnI assays also appeared to be independent of each other. Thus, hs-cTn assays may provide distinct information for residual risk in secondary prevention adults.
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Affiliation(s)
- John W. McEvoy
- Department of Cardiology & National Institute for Prevention & Cardiovascular Health, University of Galway, Ireland
- Johns Hopkins School of Medicine, Johns Hopkins University, Baltimore, MD, USA
- Department of Epidemiology and the Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Dan Wang
- Department of Epidemiology and the Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Olive Tang
- Johns Hopkins School of Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Michael Fang
- Department of Epidemiology and the Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Chiadi E. Ndumele
- Johns Hopkins School of Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Josef Coresh
- Department of Epidemiology and the Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Robert H. Christenson
- Department of Pathology, University of Maryland School of Medicine, Baltimore,aryland, USA
| | - Elizabeth Selvin
- Department of Epidemiology and the Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
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5
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Aboelsaad IAF, Claggett BL, Arthur V, Dorbala P, Matsushita K, Lennep BW, Yu B, Lutsey PL, Ndumele CE, Farag YMK, Shah AM, Buckley LF. Plasma Ferritin Levels, Incident Heart Failure, and Cardiac Structure and Function: The ARIC Study. JACC Heart Fail 2024; 12:539-548. [PMID: 38206230 DOI: 10.1016/j.jchf.2023.11.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/13/2023] [Revised: 10/30/2023] [Accepted: 11/08/2023] [Indexed: 01/12/2024]
Abstract
BACKGROUND Whether iron deficiency contributes to incident heart failure (HF) and cardiac dysfunction has important implications given the prevalence of iron deficiency and the availability of several therapeutics for iron repletion. OBJECTIVES The aim of this study was to estimate the associations of plasma ferritin level with incident HF overall, HF phenotypes, and cardiac structure and function measures in older adults. METHODS Participants in the ongoing, longitudinal ARIC (Atherosclerosis Risk In Communities) study who were free of prevalent HF and anemia were studied. The associations of plasma ferritin levels with incident HF overall and heart failure with preserved ejection fraction (HFpEF) and heart failure with reduced ejection fraction (HFrEF) were estimated using Cox proportional hazards regression models. Linear regression models estimated the cross-sectional associations of plasma ferritin with echocardiographic measures of cardiac structure and function. RESULTS The cohort included 3,472 individuals with a mean age of 75 ± 5 years (56% women, 14% Black individuals). In fully adjusted models, lower ferritin was associated with higher risk for incident HF overall (HR: 1.20 [95% CI: 1.08-1.34] per 50% lower ferritin level) and higher risk for incident HFpEF (HR: 1.28 [95% CI: 1.09-1.50]). Associations with incident HFrEF were not statistically significant. Lower ferritin levels were associated with higher E/e' ratio and higher pulmonary artery systolic pressure after adjustment for demographics and HF risk factors but not with measures of left ventricular structure or systolic function. CONCLUSIONS Among older adults without prevalent HF or anemia, lower plasma ferritin level is associated with a higher risk for incident HF, HFpEF, and higher measures of left ventricular filling pressure.
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Affiliation(s)
| | | | | | - Pranav Dorbala
- Brigham and Women's Hospital, Boston, Massachusetts, USA
| | | | | | - Bing Yu
- University of Texas, Houston, Texas, USA
| | | | - Chiadi E Ndumele
- Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Youssef M K Farag
- Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Amil M Shah
- Division of Cardiology, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Leo F Buckley
- Brigham and Women's Hospital, Boston, Massachusetts, USA.
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6
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Khan SS, Matsushita K, Sang Y, Ballew SH, Grams ME, Surapaneni A, Blaha MJ, Carson AP, Chang AR, Ciemins E, Go AS, Gutierrez OM, Hwang SJ, Jassal SK, Kovesdy CP, Lloyd-Jones DM, Shlipak MG, Palaniappan LP, Sperling L, Virani SS, Tuttle K, Neeland IJ, Chow SL, Rangaswami J, Pencina MJ, Ndumele CE, Coresh J. Development and Validation of the American Heart Association's PREVENT Equations. Circulation 2024; 149:430-449. [PMID: 37947085 PMCID: PMC10910659 DOI: 10.1161/circulationaha.123.067626] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Accepted: 11/03/2023] [Indexed: 11/12/2023]
Abstract
BACKGROUND Multivariable equations are recommended by primary prevention guidelines to assess absolute risk of cardiovascular disease (CVD). However, current equations have several limitations. Therefore, we developed and validated the American Heart Association Predicting Risk of CVD EVENTs (PREVENT) equations among US adults 30 to 79 years of age without known CVD. METHODS The derivation sample included individual-level participant data from 25 data sets (N=3 281 919) between 1992 and 2017. The primary outcome was CVD (atherosclerotic CVD and heart failure). Predictors included traditional risk factors (smoking status, systolic blood pressure, cholesterol, antihypertensive or statin use, and diabetes) and estimated glomerular filtration rate. Models were sex-specific, race-free, developed on the age scale, and adjusted for competing risk of non-CVD death. Analyses were conducted in each data set and meta-analyzed. Discrimination was assessed using the Harrell C-statistic. Calibration was calculated as the slope of the observed versus predicted risk by decile. Additional equations to predict each CVD subtype (atherosclerotic CVD and heart failure) and include optional predictors (urine albumin-to-creatinine ratio and hemoglobin A1c), and social deprivation index were also developed. External validation was performed in 3 330 085 participants from 21 additional data sets. RESULTS Among 6 612 004 adults included, mean±SD age was 53±12 years, and 56% were women. Over a mean±SD follow-up of 4.8±3.1 years, there were 211 515 incident total CVD events. The median C-statistics in external validation for CVD were 0.794 (interquartile interval, 0.763-0.809) in female and 0.757 (0.727-0.778) in male participants. The calibration slopes were 1.03 (interquartile interval, 0.81-1.16) and 0.94 (0.81-1.13) among female and male participants, respectively. Similar estimates for discrimination and calibration were observed for atherosclerotic CVD- and heart failure-specific models. The improvement in discrimination was small but statistically significant when urine albumin-to-creatinine ratio, hemoglobin A1c, and social deprivation index were added together to the base model to total CVD (ΔC-statistic [interquartile interval] 0.004 [0.004-0.005] and 0.005 [0.004-0.007] among female and male participants, respectively). Calibration improved significantly when the urine albumin-to-creatinine ratio was added to the base model among those with marked albuminuria (>300 mg/g; 1.05 [0.84-1.20] versus 1.39 [1.14-1.65]; P=0.01). CONCLUSIONS PREVENT equations accurately and precisely predicted risk for incident CVD and CVD subtypes in a large, diverse, and contemporary sample of US adults by using routinely available clinical variables.
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Affiliation(s)
- Sadiya S. Khan
- Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA (S Khan)
| | - Kunihiro Matsushita
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD (K Matsushita, Y Sang, SH Ballew, ME Grams, A Surapaneni, J Coresh)
| | - Yingying Sang
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD (K Matsushita, Y Sang, SH Ballew, ME Grams, A Surapaneni, J Coresh)
| | - Shoshana H Ballew
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD (K Matsushita, Y Sang, SH Ballew, ME Grams, A Surapaneni, J Coresh)
| | - Morgan E. Grams
- New York University Grossman School of Medicine, Department of Medicine, Division of Precision Medicine, New York, New York, USA (M Grams, A Surapaneni)
| | - Aditya Surapaneni
- New York University Grossman School of Medicine, Department of Medicine, Division of Precision Medicine, New York, New York, USA (M Grams, A Surapaneni)
| | - Michael J. Blaha
- Johns Hopkins Ciccarone Center for Prevention of Cardiovascular Disease, Baltimore, MD (M Blaha)
| | - April P. Carson
- University of Mississippi Medical Center, Jackson (A Carson)
| | - Alexander R. Chang
- Departments of Nephrology and Population Health Sciences, Geisinger Health, Danville, Pennsylvania (AR Chang)
| | - Elizabeth Ciemins
- AMGA (American Medical Group Association), Alexandria, Virginia, USA (E Ciemins)
| | - Alan S. Go
- Division of Research, Kaiser Permanente Northern California, Oakland, California; Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, California; Departments of Epidemiology, Biostatistics and Medicine, University of California, San Francisco, California; Department of Medicine (Nephrology), Stanford University School of Medicine, Palo Alto, California (A Go)
| | - Orlando M. Gutierrez
- Departments of Epidemiology and Medicine, University of Alabama at Birmingham, Birmingham, AL (OM Gutierrez)
| | - Shih-Jen Hwang
- National Heart, Lung, and Blood Institute, Framingham, Massachusetts (SJ Hwang)
| | - Simerjot K. Jassal
- Division of General Internal Medicine, University of California, San Diego and VA San Diego Healthcare, San Diego, California (SK Jassal)
| | - Csaba P. Kovesdy
- Medicine-Nephrology, Memphis Veterans Affairs Medical Center and University of Tennessee Health Science Center, Memphis, Tennessee (CP Kovesdy)
| | - Donald M. Lloyd-Jones
- Department of Preventive Medicine, Northwestern University, Chicago, Illinois (DM Lloyd-Jones)
| | - Michael G. Shlipak
- Department of Medicine, Epidemiology, and Biostatistics, University of California, San Francisco, and San Francisco VA Medical Center, San Francisco (M Shlipak)
| | - Latha P. Palaniappan
- Center for Asian Health Research and Education and the Department of Medicine, Stanford University School of Medicine, Stanford, California, USA. (LP Palaniappan)
| | - Laurence Sperling
- Department of Cardiology, Emory University, Atlanta, GA (L Sperling)
| | - Salim S. Virani
- Department of Medicine, The Aga Khan University, Karachi, Pakistan; Texas Heart Institute and Baylor College of Medicine, Houston, Texas (SS Virani)
| | - Katherine Tuttle
- Providence Medical Research Center, Providence Inland Northwest Health, Spokane, WA, USA; Kidney Research Institute and Institute of Translational Health Sciences, University of Washington, Seattle, WA, USA (K Tuttle)
| | - Ian J. Neeland
- UH Center for Cardiovascular Prevention, Translational Science Unit, Center for Integrated and Novel Approaches in Vascular-Metabolic Disease (CINEMA), Harrington Heart and Vascular Institute, University Hospitals Cleveland Medical Center, Case Western Reserve University School of Medicine, Cleveland, OH, USA (I Neeland)
| | - Sheryl L. Chow
- Department of Pharmacy Practice and Administration, College of Pharmacy, Western University of Health Sciences, Pomona, CA (SL Chow)
| | - Janani Rangaswami
- Washington DC VA Medical Center and George Washington University School of Medicine, Washington, DC (J Rangaswami)
| | - Michael J. Pencina
- Department of Biostatistics, Duke University Medical Center, Durham, North Carolina (MJ Pencina)
| | - Chiadi E. Ndumele
- Division of Cardiology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA (C Ndumele)
| | - Josef Coresh
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD (K Matsushita, Y Sang, SH Ballew, ME Grams, A Surapaneni, J Coresh)
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7
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Pavlovic N, Ndumele CE, Saylor MA, Szanton SL, Lee CS, Shah AM, Chang PP, Florido R, Matsushita K, Himmelfarb C, Leoutsakos JM. Identification of Fatigue Subtypes and Their Correlates in Prevalent Heart Failure: A Secondary Analysis of the Atherosclerosis Risk in Communities Study. Circ Cardiovasc Qual Outcomes 2024; 17:e010115. [PMID: 38240158 PMCID: PMC10922158 DOI: 10.1161/circoutcomes.123.010115] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Accepted: 10/31/2023] [Indexed: 02/22/2024]
Abstract
BACKGROUND Among patients with heart failure (HF), fatigue is common and linked to quality of life and functional status. Fatigue is hypothesized to manifest as multiple types, with general and exertional components. Unique subtypes of fatigue in HF may require differential assessment and treatment to improve outcomes. We conducted this study to identify fatigue subtypes in persons with prevalent HF in the ARIC study (Atherosclerosis Risk in Communities) and describe the distribution of characteristics across subtypes. METHODS We performed a cross-sectional analysis of 1065 participants with prevalent HF at ARIC visit 5 (2011-2013). We measured exertional fatigue using the Modified Medical Research Council Breathlessness scale and general fatigue using the Patient Reported Outcomes Measurement Information System fatigue scale. We used latent class analysis to identify subtypes of fatigue. Number of classes was determined using model fit statistics, and classes were interpreted and assigned fatigue severity rating based on the conditional probability of endorsing survey items given class. We compared characteristics across classes using multinomial regression. RESULTS Overall, participants were 54% female and 38% Black with a mean age of 77. We identified 4 latent classes (fatigue subtypes): (1) high general/high exertional fatigue (18%), (2) high general/low exertional fatigue (27%), (3) moderate general/moderate exertional fatigue (20%), and (4) low/no general and exertional fatigue (35%). Female sex, Black race, lower education level, higher body mass index, increased depressive symptoms, and higher prevalence of diabetes were associated with higher levels of general and exertional fatigue. CONCLUSIONS We identified unique subtypes of fatigue in patients with HF who have not been previously described. Within subtype, general and exertional fatigue were mostly concordant in severity, and exertional fatigue only occurred in conjunction with general fatigue, not alone. Further understanding these fatigue types and their relationships to outcomes may enhance our understanding of the symptom experience and inform prognostication and secondary prevention efforts for persons with HF.
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Affiliation(s)
| | | | | | - Sarah L. Szanton
- Johns Hopkins School of Nursing, Baltimore, MD
- Johns Hopkins School of Medicine, Baltimore, MD
- Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | | | | | | | | | - Kunihiro Matsushita
- Johns Hopkins School of Medicine, Baltimore, MD
- Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Cheryl Himmelfarb
- Johns Hopkins School of Nursing, Baltimore, MD
- Johns Hopkins School of Medicine, Baltimore, MD
- Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Jeannie Marie Leoutsakos
- Johns Hopkins School of Medicine, Baltimore, MD
- Boston College Connell School of Nursing, Boston, MA
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8
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Grant JK, Dangl M, Ndumele CE, Michos ED, Martin SS. A historical, evidence-based, and narrative review on commonly used dietary supplements in lipid-lowering. J Lipid Res 2024; 65:100493. [PMID: 38145747 PMCID: PMC10844731 DOI: 10.1016/j.jlr.2023.100493] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2023] [Revised: 12/11/2023] [Accepted: 12/15/2023] [Indexed: 12/27/2023] Open
Abstract
Dietary supplements augment the nutritional value of everyday food intake and originate from the historical practices of ancient Egyptian (Ebers papyrus), Chinese (Pen Ts'ao by Shen Nung), Indian (Ayurveda), Greek (Hippocrates), and Arabic herbalists. In modern-day medicine, the use of dietary supplements continues to increase in popularity with greater than 50% of the US population reporting taking supplements. To further compound this trend, many patients believe that dietary supplements are equally or more effective than evidence-based therapies for lipoprotein and lipid-lowering. Supplements such as red yeast rice, omega-3 fatty acids, garlic, cinnamon, plant sterols, and turmeric are marketed to and believed by consumers to promote "cholesterol health." However, these supplements are not subjected to the same manufacturing scrutiny by the Food and Drug Administration as pharmaceutical drugs and as such, the exact contents and level of ingredients in each of these may vary. Furthermore, supplements do not have to demonstrate efficacy or safety before being marketed. The holistic approach to lowering atherosclerotic cardiovascular disease risk makes dietary supplements an attractive option to many patients; however, their use should not come at the expense of established therapies with proven benefits. In this narrative review, we provide a historical and evidence-based approach to the use of some dietary supplements in lipoprotein and lipid-lowering and provide a framework for managing patient expectations.
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Affiliation(s)
- Jelani K Grant
- Ciccarone Center for the Prevention of Cardiovascular Disease, Division of Cardiology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Michael Dangl
- Internal Medicine Department, University of Miami Miller School of Medicine/ Jackson Memorial Hospital, Miami, FL, USA
| | - Chiadi E Ndumele
- Ciccarone Center for the Prevention of Cardiovascular Disease, Division of Cardiology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Erin D Michos
- Ciccarone Center for the Prevention of Cardiovascular Disease, Division of Cardiology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Seth S Martin
- Ciccarone Center for the Prevention of Cardiovascular Disease, Division of Cardiology, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
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9
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Khan SS, Coresh J, Pencina MJ, Ndumele CE, Rangaswami J, Chow SL, Palaniappan LP, Sperling LS, Virani SS, Ho JE, Neeland IJ, Tuttle KR, Rajgopal Singh R, Elkind MSV, Lloyd-Jones DM. Novel Prediction Equations for Absolute Risk Assessment of Total Cardiovascular Disease Incorporating Cardiovascular-Kidney-Metabolic Health: A Scientific Statement From the American Heart Association. Circulation 2023; 148:1982-2004. [PMID: 37947094 DOI: 10.1161/cir.0000000000001191] [Citation(s) in RCA: 17] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/12/2023]
Abstract
Cardiovascular-kidney-metabolic (CKM) syndrome is a novel construct recently defined by the American Heart Association in response to the high prevalence of metabolic and kidney disease. Epidemiological data demonstrate higher absolute risk of both atherosclerotic cardiovascular disease (CVD) and heart failure as an individual progresses from CKM stage 0 to stage 3, but optimal strategies for risk assessment need to be refined. Absolute risk assessment with the goal to match type and intensity of interventions with predicted risk and expected treatment benefit remains the cornerstone of primary prevention. Given the growing number of therapies in our armamentarium that simultaneously address all 3 CKM axes, novel risk prediction equations are needed that incorporate predictors and outcomes relevant to the CKM context. This should also include social determinants of health, which are key upstream drivers of CVD, to more equitably estimate and address risk. This scientific statement summarizes the background, rationale, and clinical implications for the newly developed sex-specific, race-free risk equations: PREVENT (AHA Predicting Risk of CVD Events). The PREVENT equations enable 10- and 30-year risk estimates for total CVD (composite of atherosclerotic CVD and heart failure), include estimated glomerular filtration rate as a predictor, and adjust for competing risk of non-CVD death among adults 30 to 79 years of age. Additional models accommodate enhanced predictive utility with the addition of CKM factors when clinically indicated for measurement (urine albumin-to-creatinine ratio and hemoglobin A1c) or social determinants of health (social deprivation index) when available. Approaches to implement risk-based prevention using PREVENT across various settings are discussed.
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10
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Ozkan B, Ndumele CE. Exploring the Mechanistic Link Between Obesity and Heart Failure. Curr Diab Rep 2023; 23:347-360. [PMID: 38100052 DOI: 10.1007/s11892-023-01526-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/07/2023] [Indexed: 01/14/2024]
Abstract
PURPOSE OF REVIEW Among subtypes of cardiovascular disease, obesity has a potent and unique association with heart failure (HF) that is unexplained by traditional cardiovascular risk mediators. The concomitant rise in the prevalence of obesity and HF necessitates better understanding of their relationship to develop effective prevention and treatment strategies. The purpose of this review is to provide mechanistic insight regarding the link between obesity and HF by elucidating the direct and indirect pathways linking the two conditions. RECENT FINDINGS Several direct pathophysiologic mechanisms contribute to HF risk in individuals with excess weight, including hemodynamic alterations, neurohormonal activation, hormonal effects of dysfunctional adipose tissue, ectopic fat deposition with resulting lipotoxicity and microvascular dysfunction. Obesity further predisposes to HF indirectly through causal associations with hypertension, dyslipidemia, and most importantly, diabetes via insulin resistance. Low levels of physical activity and fitness further influence HF risk in the context of obesity. These various processes lead to myocardial injury and cardiac remodeling that are reflected by abnormalities in cardiac biomarkers and cardiac function on myocardial imaging. Understanding and addressing obesity-associated HF is a pressing clinical and public health challenge which can be informed by a deeper understanding of the complex pathways linking these two conditions together.
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Affiliation(s)
- Bige Ozkan
- Division of Cardiology, Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, 600 N Wolfe St, Carnegie, Baltimore, MD, 568, USA
- Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Chiadi E Ndumele
- Division of Cardiology, Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, 600 N Wolfe St, Carnegie, Baltimore, MD, 568, USA.
- Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA.
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11
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Ndumele CE, Neeland IJ, Tuttle KR, Chow SL, Mathew RO, Khan SS, Coresh J, Baker-Smith CM, Carnethon MR, Després JP, Ho JE, Joseph JJ, Kernan WN, Khera A, Kosiborod MN, Lekavich CL, Lewis EF, Lo KB, Ozkan B, Palaniappan LP, Patel SS, Pencina MJ, Powell-Wiley TM, Sperling LS, Virani SS, Wright JT, Rajgopal Singh R, Elkind MSV, Rangaswami J. A Synopsis of the Evidence for the Science and Clinical Management of Cardiovascular-Kidney-Metabolic (CKM) Syndrome: A Scientific Statement From the American Heart Association. Circulation 2023; 148:1636-1664. [PMID: 37807920 DOI: 10.1161/cir.0000000000001186] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/10/2023]
Abstract
A growing appreciation of the pathophysiological interrelatedness of metabolic risk factors such as obesity and diabetes, chronic kidney disease, and cardiovascular disease has led to the conceptualization of cardiovascular-kidney-metabolic syndrome. The confluence of metabolic risk factors and chronic kidney disease within cardiovascular-kidney-metabolic syndrome is strongly linked to risk for adverse cardiovascular and kidney outcomes. In addition, there are unique management considerations for individuals with established cardiovascular disease and coexisting metabolic risk factors, chronic kidney disease, or both. An extensive body of literature supports our scientific understanding of, and approach to, prevention and management for individuals with cardiovascular-kidney-metabolic syndrome. However, there are critical gaps in knowledge related to cardiovascular-kidney-metabolic syndrome in terms of mechanisms of disease development, heterogeneity within clinical phenotypes, interplay between social determinants of health and biological risk factors, and accurate assessments of disease incidence in the context of competing risks. There are also key limitations in the data supporting the clinical care for cardiovascular-kidney-metabolic syndrome, particularly in terms of early-life prevention, screening for risk factors, interdisciplinary care models, optimal strategies for supporting lifestyle modification and weight loss, targeting of emerging cardioprotective and kidney-protective therapies, management of patients with both cardiovascular disease and chronic kidney disease, and the impact of systematically assessing and addressing social determinants of health. This scientific statement uses a crosswalk of major guidelines, in addition to a review of the scientific literature, to summarize the evidence and fundamental gaps related to the science, screening, prevention, and management of cardiovascular-kidney-metabolic syndrome.
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12
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Ndumele CE, Rangaswami J, Chow SL, Neeland IJ, Tuttle KR, Khan SS, Coresh J, Mathew RO, Baker-Smith CM, Carnethon MR, Despres JP, Ho JE, Joseph JJ, Kernan WN, Khera A, Kosiborod MN, Lekavich CL, Lewis EF, Lo KB, Ozkan B, Palaniappan LP, Patel SS, Pencina MJ, Powell-Wiley TM, Sperling LS, Virani SS, Wright JT, Rajgopal Singh R, Elkind MSV. Cardiovascular-Kidney-Metabolic Health: A Presidential Advisory From the American Heart Association. Circulation 2023; 148:1606-1635. [PMID: 37807924 DOI: 10.1161/cir.0000000000001184] [Citation(s) in RCA: 16] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/10/2023]
Abstract
Cardiovascular-kidney-metabolic health reflects the interplay among metabolic risk factors, chronic kidney disease, and the cardiovascular system and has profound impacts on morbidity and mortality. There are multisystem consequences of poor cardiovascular-kidney-metabolic health, with the most significant clinical impact being the high associated incidence of cardiovascular disease events and cardiovascular mortality. There is a high prevalence of poor cardiovascular-kidney-metabolic health in the population, with a disproportionate burden seen among those with adverse social determinants of health. However, there is also a growing number of therapeutic options that favorably affect metabolic risk factors, kidney function, or both that also have cardioprotective effects. To improve cardiovascular-kidney-metabolic health and related outcomes in the population, there is a critical need for (1) more clarity on the definition of cardiovascular-kidney-metabolic syndrome; (2) an approach to cardiovascular-kidney-metabolic staging that promotes prevention across the life course; (3) prediction algorithms that include the exposures and outcomes most relevant to cardiovascular-kidney-metabolic health; and (4) strategies for the prevention and management of cardiovascular disease in relation to cardiovascular-kidney-metabolic health that reflect harmonization across major subspecialty guidelines and emerging scientific evidence. It is also critical to incorporate considerations of social determinants of health into care models for cardiovascular-kidney-metabolic syndrome and to reduce care fragmentation by facilitating approaches for patient-centered interdisciplinary care. This presidential advisory provides guidance on the definition, staging, prediction paradigms, and holistic approaches to care for patients with cardiovascular-kidney-metabolic syndrome and details a multicomponent vision for effectively and equitably enhancing cardiovascular-kidney-metabolic health in the population.
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13
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Echouffo-Tcheugui JB, Zhang S, McEvoy JW, Juraschek SP, Fang M, Ndumele CE, Christenson RH, Selvin E. Insulin Resistance and N-Terminal Pro-B-Type Natriuretic Peptide Among Healthy Adults. JAMA Cardiol 2023; 8:989-995. [PMID: 37672260 PMCID: PMC10483384 DOI: 10.1001/jamacardio.2023.2758] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Accepted: 07/07/2023] [Indexed: 09/07/2023]
Abstract
Importance It is unclear to what extent insulin resistance is associated with N-terminal pro-B-type natriuretic peptide (NT-proBNP) in the general population after accounting for body composition. Objective To characterize the association of insulin resistance with NT-proBNP independently of measures of body composition in US adults. Design, Setting, and Participants In a cross-sectional design, data on participants aged 20 years or older were obtained from the 1999-2004 National Health and Nutrition Examination Survey with measures of NT-pro-BNP, body mass index (BMI), and dual energy x-ray absorptiometry (DEXA)-derived measures of body composition (fat and lean masses). Linear and logistic regression was used to characterize the associations of measures of body mass and composition (BMI, waist circumference, fat mass, and lean mass) with NT-proBNP, adjusting for cardiovascular risk factors. Linear regression was used to characterize the associations of homeostasis model assessment of insulin resistance [HOMA-IR] and NT-proBNP after adjusting for cardiovascular risk factors and body composition measures. The quantitative insulin sensitivity check index [QUICKI], triglyceride-glucose index [TyG index], insulin to glucose ratio [IGR], fasting insulin, and homeostasis model assessment of β-cell function (HOMA-β) were also examined. Data for this study were analyzed from August 10, 2022, to June 30, 2023. Main Outcomes and Measures Adjusted changes in NT-proBNP by insulin resistance levels. Results A total of 4038 adults without diabetes or cardiovascular disease were included (mean [SD] age, 44 years; 51.2% female; and 74.3% White). In sex-specific analyses, insulin resistance measures were inversely associated with NT-pro-BNP. After adjustment including cardiovascular risk factors, BMI, waist circumference, and DEXA-derived fat mass and lean mass, the percent change in NT-proBNP associated with an SD increase in HOMA-IR was -16.84% (95% CI, -21.23% to -12.21%) in women and -19.04% (95% CI, -24.14 to -13.59) in men. Similar associations were observed for other indices of insulin resistance, including QUICKI (women: 17.27; 95% CI, 10.92-23.99 vs men: 22.17; 95% CI, 15.27 to 29.48), TyG index women: -11.47; 95% CI, -16.12 to -6.57 vs men: -15.81; 95% CI, -20.40 to -10.95), IGR women: -15.15; 95% CI, -19.35 to -10.74 vs men: -16.61; 95% CI, -21.63 to -11.26), and fasting insulin (women: -16.32; 95% CI, -20.63 to -11.78 vs men: -18.22; 95% CI, -23.30 to -12.79), as well as HOMA-β (women: -10.71; 95% CI, -14.71 to -6.52 vs men: -11.72; 95% CI, -16.35 to -6.85). Conclusions and Relevance In a national sample of US adults, insulin resistance was inversely associated with NT-proBNP, even after rigorously accounting for multiple measures of fat mass and lean mass. These results suggest that the mechanisms linking NT-proBNP to insulin resistance are partially independent of excess adiposity and may be associated with hyperinsulinemia.
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Affiliation(s)
- Justin B. Echouffo-Tcheugui
- Division of Endocrinology, Diabetes & Metabolism, Department of Medicine, Johns Hopkins University, Baltimore, Maryland
| | - Sui Zhang
- Department of Epidemiology and the Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - John W. McEvoy
- Division of Cardiology and National Institute for Prevention and Cardiovascular Health, National University of Ireland, Galway, Ireland
| | - Stephen P. Juraschek
- Division of General Internal Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts
| | - Michael Fang
- Department of Epidemiology and the Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Chiadi E. Ndumele
- Division of Cardiology, Department of Medicine, Johns Hopkins University, Baltimore, Maryland
| | | | - Elizabeth Selvin
- Department of Epidemiology and the Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
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14
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Ozkan B, Grams ME, Coresh J, McEvoy JW, Echouffo-Tcheugui JB, Mu SZ, Tang O, Daya NR, Kim H, Christenson RH, Ndumele CE, Selvin E. Associations of N-terminal pro-B-type natriuretic peptide, estimated glomerular filtration rate, and mortality in US adults. Am Heart J 2023; 264:49-58. [PMID: 37290699 PMCID: PMC10526685 DOI: 10.1016/j.ahj.2023.05.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/02/2023] [Revised: 05/11/2023] [Accepted: 05/28/2023] [Indexed: 06/10/2023]
Abstract
BACKGROUND NT-proBNP is an important predictor of mortality but is inversely related to estimated glomerular filtration rate (eGFR). Whether the prognostic value of NT-proBNP is similar at different levels of kidney function is unknown. AIMS We evaluated the association of NT-proBNP with eGFR and its implications for all-cause and cardiovascular mortality risk in the general population. METHODS We included adults without prior cardiovascular disease from the National Health and Nutrition Examination Survey (NHANES) 1999 to 2004. We used linear regression to characterize the cross-sectional associations of NT-proBNP with eGFR. We used Cox regression to assess the prospective associations of NT-proBNP with mortality across categories of eGFR. RESULTS Among 11,456 participants (mean age 43 years, 48% female, 71% White, 11% Black), there was an inverse association between NT-proBNP and eGFR, which was stronger in those with more impaired kidney function. Per 15-unit decrease in eGFR, NT-proBNP was 4.3-fold higher for eGFR<30; 1.7-fold higher for eGFR 30 to 60, 1.4-fold higher for eGFR 61 to 90, 1.1-fold higher for eGFR 91 to 120 mL/min/1.73 m2. Over a median 17.6 years of follow-up, 2,275 deaths (622 cardiovascular) occurred. Higher NT-proBNP was associated with higher all-cause (HR per doubling of NT-proBNP: 1.20, 95% CI: 1.16-1.25) and cardiovascular mortality (HR: 1.34, 95% CI 1.25-1.44). Associations were similar across eGFR categories (P-interaction >.10). Adults with NT-proBNP≥450 pg/mL and eGFR<60 mL/min/1.73m2 had 3.4-fold higher all-cause mortality and 5.5-fold higher cardiovascular mortality risk, compared to those with NT-proBNP<125 pg/mL and eGFR>90 mL/min/1.73m2. CONCLUSION Despite its strong inverse association with eGFR, NT-proBNP has robust associations with mortality across the full range of kidney function in the general US adult population.
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Affiliation(s)
- Bige Ozkan
- Department of Epidemiology and the Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD; Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Morgan E Grams
- Division of Precision Medicine Research, New York University Grossman School of Medicine, New York, NY
| | - Josef Coresh
- Department of Epidemiology and the Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - John W McEvoy
- Division of Cardiology and National Institute for Prevention and Cardiovascular Health, National University of Ireland, Galway, Ireland
| | - Justin B Echouffo-Tcheugui
- Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, School of Medicine, Johns Hopkins University, Baltimore, MD
| | - Scott Z Mu
- Department of Epidemiology and the Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Olive Tang
- Johns Hopkins University School of Medicine, Baltimore, MD
| | - Natalie R Daya
- Department of Epidemiology and the Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Hyunju Kim
- Department of Epidemiology and the Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Robert H Christenson
- Department of Pathology, University of Maryland School of Medicine, Baltimore, MD
| | - Chiadi E Ndumele
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Elizabeth Selvin
- Department of Epidemiology and the Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD.
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15
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Commodore-Mensah Y, Wang D, Jeon Y, Foti K, McEvoy JW, Coresh J, Tang O, Echouffo-Tcheugui JB, Christenson R, Ndumele CE, Selvin E. Racial and ethnic differences in circulating N-terminal pro-brain-type natriuretic peptide (NT-proBNP) in US adults. Am J Prev Cardiol 2023; 15:100526. [PMID: 37560479 PMCID: PMC10406957 DOI: 10.1016/j.ajpc.2023.100526] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Revised: 07/03/2023] [Accepted: 07/19/2023] [Indexed: 08/11/2023] Open
Abstract
BACKGROUND The presence and interpretation of racial and ethnic differences in circulating N-terminal pro-brain-type natriuretic peptide (NT-proBNP), a diagnostic biomarker for heart failure, are controversial. OBJECTIVE To examine racial and ethnic differences in NT-proBNP levels among the general US adult population. METHODS We performed a cross-sectional analysis of data from the 1999-2004 National Health and Nutrition Examination Survey (NHANES). We included 4717 non-Hispanic White, 1675 non-Hispanic Black, and 2148 Mexican American adults aged 20 years or older without a history of cardiovascular disease. We examined the associations of race and ethnicity with NT-proBNP using linear and logistic regression models in the overall population and in a younger, 'healthy' subsample. RESULTS The mean age was 45 years. Median NT-proBNP levels were significantly lower among Black (29.3 pg/mL) and Mexican American adults (28.3.4 pg/mL) compared to White adults (49.1pg/mL, P-values<0.001). After adjusting for sociodemographic factors and cardiovascular risk factors, NT-proBNP was 34.4% lower (95%CI -39.2 to -29.3%) in Black adults and 22.8% lower (95%CI -29.4 to -15.5) in Mexican American adults compared to White adults. Our findings were consistent in a young, healthy subsample, suggesting non-cardiometabolic determinants of these differences. CONCLUSIONS NT-proBNP levels are significantly lower among Black and Mexican American adults compared with White adults, independent of cardiometabolic risk. Although race/ethnicity is a poor proxy for genetic differences, our findings may have clinical implications for the management of HF. However, studies in diverse populations are needed to characterize the biological basis of NT-proBNP variation.
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Affiliation(s)
- Yvonne Commodore-Mensah
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
- Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
- Johns Hopkins School of Nursing, Baltimore, MD, USA
| | - Dan Wang
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
- Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Yein Jeon
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Kathryn Foti
- Department of Epidemiology, University of Alabama at Birmingham School of Public Health, Birmingham, AL, USA
| | - John William McEvoy
- Division of Cardiology & National Institute for Prevention & Cardiovascular Health, National University of Ireland, Galway, Ireland
| | - Josef Coresh
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
- Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Olive Tang
- Johns Hopkins School of Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Justin B. Echouffo-Tcheugui
- Division of Endocrinology, Diabetes & Metabolism, Department of Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Robert Christenson
- Department of Pathology, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Chiadi E. Ndumele
- Division of Cardiology, Department of Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Elizabeth Selvin
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
- Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
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16
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Abovich A, Matasic DS, Cardoso R, Ndumele CE, Blumenthal RS, Blankstein R, Gulati M. The AHA/ACC/HFSA 2022 Heart Failure Guidelines: Changing the Focus to Heart Failure Prevention. Am J Prev Cardiol 2023; 15:100527. [PMID: 37637197 PMCID: PMC10457686 DOI: 10.1016/j.ajpc.2023.100527] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Revised: 07/13/2023] [Accepted: 07/19/2023] [Indexed: 08/29/2023] Open
Abstract
The prevalence of heart failure (HF) in the United States (U.S.) is estimated at over 6 million adults, with the incidence continuing to increase. A large proportion of the U.S. population is also at risk of HF due to the high prevalence of established HF risk factors, such as hypertension, diabetes, and obesity. Many individuals have multiple risk factors, placing them at even higher risk. In addition, these risk factors disproportionately impact various racial and ethnic groups. Recognizing the rising health and economic burden of HF in the U.S., the 2022 American Heart Association / American College of Cardiology / Heart Failure Society of America (AHA/ACC/HFSA) Heart Failure Guideline placed a strong emphasis on prevention of HF. The purpose of this review is to highlight the role of both primary and secondary prevention in HF, as outlined by the recent guideline, and address the role of the preventive cardiology community in reducing the prevalence of HF in at-risk individuals.
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Affiliation(s)
- Arielle Abovich
- Division of Cardiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, United States
| | - Daniel S. Matasic
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Rhanderson Cardoso
- Division of Cardiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, United States
| | - Chiadi E. Ndumele
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Roger S. Blumenthal
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Ron Blankstein
- Division of Cardiology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, United States
| | - Martha Gulati
- Barbra Streisand Women's Heart Center, Smidt Heart Institute, Cedars Sinai Medical Center, Los Angeles, CA, United States
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17
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Echouffo-Tcheugui JB, Zhang S, McEvoy JW, Juraschek SP, Coresh J, Christenson RH, Ndumele CE, Selvin E. Body Composition Measures and N-terminal pro-B-type Natriuretic Peptide (NT-pro-BNP) in US Adults. Clin Chem 2023; 69:901-914. [PMID: 37477552 PMCID: PMC10478300 DOI: 10.1093/clinchem/hvad085] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2023] [Accepted: 05/10/2023] [Indexed: 07/22/2023]
Abstract
BACKGROUND The associations of N-terminal pro-B-type natriuretic peptide (NT-pro-BNP) with dual energy x-ray absorptiometry (DEXA)-derived measures of body mass and composition are largely unknown. METHODS We included participants aged ≥20 years from the 1999-2004 National Health and Nutrition Examination Survey with NT-pro-BNP and DEXA-derived body composition (fat and lean mass) measures. We used linear and logistic regression to characterize the associations of measures of body mass and composition (body mass index [BMI], waist circumference [WC], fat mass, and lean mass) with NT-pro-BNP, adjusting for cardiovascular risk factors. RESULTS We conducted sex-specific analyses among 9134 adults without cardiovascular disease (mean age 44.4 years, 50.8% women, and 72% White adults). The adjusted mean NT-proBNP values were lowest in the highest quartiles of BMI, WC, fat mass, and lean mass. There were large adjusted absolute differences in NT-pro-BNP between the highest and lowest quartiles of DEXA-derived lean mass, -6.26 pg/mL (95% confidence interval [CI], -8.99 to -3.52) among men and -22.96 pg/mL (95% CI, -26.83 to -19.09) among women. Lean mass exhibited a strong inverse association with elevated NT-pro-BNP ≥ 81.4 pg/mL (highest quartile) - odds ratio (OR) 0.58 (95% CI, 0.39-0.86) in men and OR 0.59 (95% CI, 0.47-0.73) in women for highest lean mass quartile vs. lowest quartile. Further adjustment for fat mass, BMI, or WC did not appreciably alter the inverse association of lean mass with NT-pro-BNP. CONCLUSIONS In a national sample of US adults, lean mass was inversely associated with NT-pro-BNP.
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Affiliation(s)
- Justin B. Echouffo-Tcheugui
- Division of Endocrinology, Diabetes & Metabolism, Department of Medicine, Johns Hopkins University, Baltimore, MD, United States
| | - Sui Zhang
- Department of Epidemiology and the Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States
| | - John W. McEvoy
- Division of Cardiology and National Institute for Prevention and Cardiovascular Health, National University of Ireland, Galway, Ireland
| | - Stephen P. Juraschek
- Division of General Internal Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, United States
| | - Josef Coresh
- Department of Epidemiology and the Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States
| | - Robert H. Christenson
- Department of Pathology, University of Maryland School of Medicine, Baltimore, MD, United States
| | - Chiadi E. Ndumele
- Division of Cardiology, Department of Medicine, Department of Medicine, Johns Hopkins University, Baltimore, MD, United States
| | - Elizabeth Selvin
- Department of Epidemiology and the Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States
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McEvoy JW, Daya N, Tang O, Fang M, Ndumele CE, Coresh J, Christenson RH, Selvin E. High-sensitivity troponins and mortality in the general population. Eur Heart J 2023; 44:2595-2605. [PMID: 37264651 PMCID: PMC10361011 DOI: 10.1093/eurheartj/ehad328] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Revised: 03/29/2023] [Accepted: 05/15/2023] [Indexed: 06/03/2023] Open
Abstract
AIMS Cardiac troponin T and I can be measured using a number of high-sensitivity (hs) assays. This study aimed to characterize correlations between four such assays and test their comparative associations with mortality. METHODS AND RESULTS Among adults without cardiovascular disease in the 1999-2004 National Health and Nutrition Examination Survey, hs-troponin T was measured using one assay (Roche) and hs-troponin I using three assays (Abbott, Siemens, and Ortho). Cox regression was used to estimate associations with all-cause and cardiovascular mortality. Pearson's correlation coefficients comparing concentrations from each assay ranged from 0.53 to 0.77. There were 2188 deaths (488 cardiovascular) among 9810 participants. Each hs-troponin assay [log-transformed, per 1 standard deviation (SD)] was independently associated with all-cause mortality: hazard ratio (HR) 1.20 [95% confidence interval (CI) 1.13-1.28] for Abbott hs-troponin I; HR 1.10 (95% CI 1.02-1.18) for Siemens hs-troponin I; HR 1.23 (95% CI 1.14-1.33) for Ortho hs-troponin I; and HR 1.31 (95% CI 1.21-1.42) for Roche hs-troponin T. Each hs-troponin assay was also independently associated with cardiovascular mortality (HR 1.44 to 1.65 per 1 SD). Associations of hs-troponin T and all-cause and cardiovascular mortality remained significant after adjusting for hs-troponin I. Furthermore, associations of hs-troponin I remained significant after mutually adjusting for hs-troponin I from the other individual assays: e.g. cardiovascular mortality HR 1.46 (95% CI 1.19-1.79) for Abbott after adjustment for the Siemens assay and HR 1.29 (95% CI 1.09-1.53) for Abbott after adjustment for the Ortho assay. CONCLUSION This study demonstrates only modest correlations between hs-troponin T and three hs-troponin I assays and that hs-troponin I assays can provide distinct risk information for mortality in the general population.
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Affiliation(s)
- John W McEvoy
- University of Galway School of Medicine and National Institute for Prevention and Cardiovascular Health, Moyola Lane, Newcastle, Galway H91-FF68, Connacht, Ireland
- Johns Hopkins Hospital and Johns Hopkins University School of Medicine, 1800 Orleans Street, Baltimore, MD 21287, USA
- Department of Epidemiology and Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, 2024 E Monument Street, Baltimore, MD 21205, USA
| | - Natalie Daya
- Department of Epidemiology and Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, 2024 E Monument Street, Baltimore, MD 21205, USA
| | - Olive Tang
- Johns Hopkins Hospital and Johns Hopkins University School of Medicine, 1800 Orleans Street, Baltimore, MD 21287, USA
| | - Michael Fang
- Department of Epidemiology and Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, 2024 E Monument Street, Baltimore, MD 21205, USA
| | - Chiadi E Ndumele
- Johns Hopkins Hospital and Johns Hopkins University School of Medicine, 1800 Orleans Street, Baltimore, MD 21287, USA
| | - Josef Coresh
- Department of Epidemiology and Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, 2024 E Monument Street, Baltimore, MD 21205, USA
| | - Robert H Christenson
- Department of Pathology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Elizabeth Selvin
- Department of Epidemiology and Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, 2024 E Monument Street, Baltimore, MD 21205, USA
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19
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Ozkan B, Ndumele CE. Addressing Cardiovascular Risk in Diabetes: It's More Than the Sugar. Circulation 2023; 147:1887-1890. [PMID: 37335827 DOI: 10.1161/circulationaha.123.065090] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/21/2023]
Affiliation(s)
- Bige Ozkan
- Johns Hopkins Ciccarone Center for the Prevention of Cardiovascular Disease, Baltimore, MD (B.O., C.E.N.)
- Welch Center for Prevention, Epidemiology and Clinical Research, Johns Hopkins University, Baltimore, MD (B.O., C.E.N.)
| | - Chiadi E Ndumele
- Johns Hopkins Ciccarone Center for the Prevention of Cardiovascular Disease, Baltimore, MD (B.O., C.E.N.)
- Welch Center for Prevention, Epidemiology and Clinical Research, Johns Hopkins University, Baltimore, MD (B.O., C.E.N.)
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20
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Echouffo‐Tcheugui JB, Zhang S, Daya N, McEvoy JW, Tang O, Juraschek SP, Ndumele CE, Coresh J, Christenson RH, Selvin E. NT-proBNP and All-Cause and Cardiovascular Mortality in US Adults: A Prospective Cohort Study. J Am Heart Assoc 2023; 12:e029110. [PMID: 37232235 PMCID: PMC10382006 DOI: 10.1161/jaha.122.029110] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Accepted: 03/20/2023] [Indexed: 05/27/2023]
Abstract
Background NT-proBNP (N-terminal pro-B-type natriuretic peptide) is strongly associated with mortality in patients with heart failure. Prior studies, primarily in middle-aged and older populations, have suggested that NT-proBNP has prognostic value in ambulatory adults. Methods and Results We conducted a prospective cohort analysis of adults, aged ≥20 years, in the nationally representative 1999 to 2004 National Health and Nutrition Examination Survey, to characterize the association of NT-proBNP with mortality in the general US adult population overall and by age, race and ethnicity, and body mass index. We used Cox regression to characterize associations of NT-proBNP with all-cause and cardiovascular disease (CVD) mortality through 2019, adjusting for demographics and cardiovascular risk factors. We included 10 645 individuals (mean age, 45.7 years; 50.8% women; 72.8% White adults; 8.5% with a self-reported history of CVD). There were 3155 deaths (1009 CVD-related) over a median 17.3 years of follow-up. Among individuals without prior CVD, elevated NT-proBNP (≥75th percentile [81.5 pg/mL] versus <25th percentile [20.5 pg/mL]) was associated with a significantly higher risk of all-cause (hazard ratio [HR], 1.67 [95% CI, 1.39-2.00]) and CVD mortality (HR, 2.87 [95% CI, 1.61-5.11]). Associations of NT-proBNP with all-cause and CVD mortality were generally similar across subgroups defined by age, sex, race and ethnicity, or body mass index (all P interaction >0.05). Conclusions In a representative sample of the US adult population, NT-proBNP was an important independent risk factor for all-cause and CVD mortality. NT-proBNP may be useful for monitoring risk in the general adult population.
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Affiliation(s)
- Justin B. Echouffo‐Tcheugui
- Division of Endocrinology, Diabetes and Metabolism, Department of MedicineJohns Hopkins UniversityBaltimoreMD
| | - Sui Zhang
- Department of Epidemiology and the Welch Center for Prevention, Epidemiology, and Clinical ResearchJohns Hopkins Bloomberg School of Public HealthBaltimoreMD
| | - Natalie Daya
- Department of Epidemiology and the Welch Center for Prevention, Epidemiology, and Clinical ResearchJohns Hopkins Bloomberg School of Public HealthBaltimoreMD
| | - John W. McEvoy
- Division of Cardiology and National Institute for Prevention and Cardiovascular HealthNational University of IrelandGalwayIreland
| | - Olive Tang
- Johns Hopkins School of MedicineJohns Hopkins UniversityBaltimoreMD
| | - Stephen P. Juraschek
- Division of General Medicine, Beth Israel Deaconess Medical CenterHarvard Medical SchoolBostonMA
| | - Chiadi E. Ndumele
- Division of Cardiology, Department of MedicineJohns Hopkins UniversityBaltimoreMD
| | - Josef Coresh
- Department of Epidemiology and the Welch Center for Prevention, Epidemiology, and Clinical ResearchJohns Hopkins Bloomberg School of Public HealthBaltimoreMD
| | | | - Elizabeth Selvin
- Department of Epidemiology and the Welch Center for Prevention, Epidemiology, and Clinical ResearchJohns Hopkins Bloomberg School of Public HealthBaltimoreMD
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21
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Mu S, Echouffo-Tcheugui JB, Ndumele CE, Coresh J, Juraschek S, Brady T, McEvoy JW, Ozkan B, Tang O, Christenson RH, Selvin E. NT-proBNP Reference Intervals in Healthy U.S. Children, Adolescents, and Adults. J Appl Lab Med 2023:7190248. [PMID: 37279581 DOI: 10.1093/jalm/jfad024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2022] [Accepted: 02/14/2023] [Indexed: 06/08/2023]
Abstract
BACKGROUND N-terminal pro-B-type natriuretic peptide (NT-proBNP) is a cardiac biomarker used in the clinical management of heart failure. We sought to create updated reference intervals for NT-proBNP for healthy US children, adolescents, and adults. METHODS We identified a population of healthy individuals using the 1999 to 2004 cycles of the National Health and Nutrition Examination Survey (NHANES). We measured serum NT-proBNP in 12 346 adults and 15 752 children and adolescents with the Elecsys NT-proBNP assay on the Roche e601 autoanalyzer. We compared 4 methods for reference interval calculation, and presented the final reference intervals using the robust method partitioned by age and sex categories. RESULTS NT-proBNP values were available for 1949 healthy adults and 5250 healthy children and adolescents. NT-proBNP concentrations in males and females varied according to age, being higher in early childhood, relatively lower in late adolescence, and highest through middle age and older age. Females tended to have higher NT-proBNP concentrations compared to men from late adolescence until middle age. The upper reference limit, or 97.5th percentile, for 50 to 59 year-old men was 225 ng/L (90% CI: 158 to 236), and for 50 to 59 year-old women, 292 ng/L (90% CI: 242 to 348). CONCLUSIONS Among healthy individuals, NT-proBNP concentrations varied greatly according age and sex. The reference intervals presented here should inform future clinical decision limits and suggest that age- and sex-specific intervals may be necessary to more precisely characterize risk.
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Affiliation(s)
- Scott Mu
- Department of Epidemiology and the Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States
| | - Justin B Echouffo-Tcheugui
- Division of Endocrinology, Diabetes & Metabolism, Department of Medicine, Johns Hopkins University, Baltimore, MD, United States
| | - Chiadi E Ndumele
- Division of Cardiology, Department of Medicine, Johns Hopkins University, Baltimore, MD, United States
| | - Josef Coresh
- Department of Epidemiology and the Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States
| | - Stephen Juraschek
- Division of General Internal Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, United States
| | - Tammy Brady
- Division of Pediatric Nephrology, Department of Pediatrics, Johns Hopkins University, Baltimore, MD, United States
| | - John William McEvoy
- Division of Cardiology and National Institute for Prevention and Cardiovascular Health, National University of Ireland, Galway, Ireland
| | - Bige Ozkan
- Division of Cardiology, Department of Medicine, Johns Hopkins University, Baltimore, MD, United States
| | - Olive Tang
- Department of Epidemiology and the Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, and Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Robert H Christenson
- Department of Pathology, University of Maryland School of Medicine, Baltimore, MD, United States
| | - Elizabeth Selvin
- Department of Epidemiology and the Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States
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22
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Aryee E, Ozkan B, Ndumele CE. Heart failure and obesity: The latest pandemic. Prog Cardiovasc Dis 2023:S0033-0620(23)00051-8. [PMID: 37236574 DOI: 10.1016/j.pcad.2023.05.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/14/2023] [Accepted: 05/14/2023] [Indexed: 05/28/2023]
Abstract
The marked rise in rates of obesity, which is most prominent among individuals from socio-economically disadvantaged circumstances, has been a powerful contributor to the rising prevalence of heart failure (HF). Obesity has indirect effects on HF through the development of several metabolic risk factors, but also direct adverse effects on the myocardium. Obesity contributes to myocardial dysfunction and HF risk through multiple mechanisms, including hemodynamic changes, neurohormonal activation, endocrine and paracrine effects of adipose tissue, ectopic fat deposition and lipotoxicity. These processes principally result in concentric left ventricular (LV) remodeling and predominant increase in the risk for HF with preserved LV ejection fraction (HFpEF). Despite the excess risk for HF associated with obesity, there is a well described obesity paradox in which individuals with overweight and grade I obesity have better survival than those with normal weight and overweight. Despite the obesity paradox among individuals with prevalent HF, intentional weight loss is associated with improvements in metabolic risk factors, myocardial dysfunction and quality of life, in a dose-response fashion. In matched observational studies of bariatric surgery patients, marked weight loss is associated with decreased risk for developing HF, as well as improved cardiovascular disease (CVD) outcomes in those with existing HF. Ongoing clinical trials using powerful new obesity pharmacotherapies in individuals in with obesity and CVD may provide definitive information regarding the cardiovascular impact of weight loss. Given the powerful contribution of rising obesity prevalence to rates of HF, addressing these intertwined epidemics is a clinical and public health priority.
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Affiliation(s)
- Ebenezer Aryee
- Division of Cardiology, Ciccarone Center for the Prevention of Cardiovascular Diseases, Johns Hopkins University School of Medicine, Baltimore, MD, United States of America; Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States of America
| | - Bige Ozkan
- Division of Cardiology, Ciccarone Center for the Prevention of Cardiovascular Diseases, Johns Hopkins University School of Medicine, Baltimore, MD, United States of America; Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States of America
| | - Chiadi E Ndumele
- Division of Cardiology, Ciccarone Center for the Prevention of Cardiovascular Diseases, Johns Hopkins University School of Medicine, Baltimore, MD, United States of America; Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, United States of America.
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23
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McEvoy JW, Tang O, Wang D, Ndumele CE, Coresh J, Christenson RH, Selvin E. Myocardial Injury Thresholds for 4 High-Sensitivity Troponin Assays in U.S. Adults. J Am Coll Cardiol 2023; 81:2028-2039. [PMID: 37197846 DOI: 10.1016/j.jacc.2023.03.403] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/11/2023] [Revised: 03/09/2023] [Accepted: 03/13/2023] [Indexed: 05/19/2023]
Abstract
BACKGROUND Myocardial injury is currently defined as a cardiac troponin above the sex-specific 99th percentile of a healthy reference population (upper reference limit [URL]). OBJECTIVES The purpose of this study was to estimate high-sensitivity (hs) troponin URLs in a representative sample of the U.S. adult population; overall and by sex, race/ethnicity, and age group. METHODS Among adults participating in the 1999-2004 National Health and Nutrition Examination Survey (NHANES), we measured hs-troponin T using 1 assay (Roche) and hs-troponin I using 3 assays (Abbott, Siemens, and Ortho). In a strictly defined healthy reference subgroup, we estimated 99th percentile URLs for each assay using the recommended nonparametric method. RESULTS Of 12,545 participants, 2,746 met criteria for the healthy subgroup (mean age 37 years, 50% men). The NHANES 99th percentile URL for hs-troponin T (19 ng/L) matched the manufacturer-reported URL (19 ng/L). NHANES URLs were 13 ng/L (95% CI: 10-15 ng/L) for Abbott hs-troponin I (manufacturer: 28 ng/L), 5 ng/L (95% CI: 4-7 ng/L) for Ortho hs-troponin I (manufacturer: 11 ng/L), and 37 ng/L (95% CI: 27-66 ng/L) for Siemens hs-troponin I (manufacturer: 46.5 ng/L). There were significant differences in URLs by sex, but none by race/ethnicity. Furthermore, the 99th percentile URLs for all 4 hs-troponin assays were statistically significantly lower in healthy adults aged <40 years compared with healthy adults ≥60 years (all P < 0.001 by rank sum testing). CONCLUSIONS We found URLs for hs-troponin I assays that were substantially lower than currently listed 99th percentile URLs. There were significant differences in hs-troponin T and I URLs by sex and by age group in healthy U.S. adults but none by race/ethnicity.
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Affiliation(s)
- John W McEvoy
- Division of Cardiology and National Institute for Prevention and Cardiovascular Health, University of Galway, Galway, Ireland; Johns Hopkins School of Medicine, Johns Hopkins University, Baltimore, Maryland, USA; Department of Epidemiology and the Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA.
| | - Olive Tang
- Johns Hopkins School of Medicine, Johns Hopkins University, Baltimore, Maryland, USA
| | - Dan Wang
- Department of Epidemiology and the Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Chiadi E Ndumele
- Johns Hopkins School of Medicine, Johns Hopkins University, Baltimore, Maryland, USA; Department of Epidemiology and the Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Josef Coresh
- Department of Epidemiology and the Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Robert H Christenson
- Department of Pathology, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Elizabeth Selvin
- Department of Epidemiology and the Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
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Quispe R, Sweeney T, Martin SS, Jones SR, Allison MA, Budoff MJ, Ndumele CE, Elshazly MB, Michos ED. Associations of Adipokine Levels with Levels of Remnant Cholesterol: the Multi-Ethnic Study of Atherosclerosis (MESA). medRxiv 2023:2023.04.24.23289072. [PMID: 37162928 PMCID: PMC10168480 DOI: 10.1101/2023.04.24.23289072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/11/2023]
Abstract
Background The metabolic syndrome phenotype of individuals with obesity is characterized by elevated levels of triglyceride (TG)-rich lipoproteins and remnant particles, which have been shown to be significantly atherogenic. Understanding the association between adipokines, endogenous hormones produced by adipose tissue, and remnant cholesterol (RC) would give insight into the link between obesity and atherosclerotic cardiovascular disease. Methods We studied 1,791 MESA participants of an ancillary study on body composition who had adipokine levels measured (leptin, adiponectin, resistin) at either visit 2 or 3. RC was calculated as non-high density lipoprotein cholesterol minus low-density lipoprotein cholesterol (LDL-C), measured at the same visit as the adipokines, as well as subsequent visits 4 through 6. Multivariable-adjusted linear mixed effects models were used to assess the cross-sectional and longitudinal associations between adipokines and levels of RC. Results Mean (SD) age was 64.5±9.6 years and for body mass index (BMI) was 29.9±5.0 kg/m2; 52.0% were women. In fully adjusted models that included BMI, LDL-C and lipid-lowering therapy, for each 1-unit increment in adiponectin, there was 14.4% (12.0, 16.8) lower RC. With each 1-unit increment in leptin and resistin, there was 4.5% (2.3, 6.6) and 5.1% (1.2, 9.2) higher RC, respectively. Lower adiponectin and higher leptin were also associated with longitudinal increases in RC levels over median follow-up of 5(4-8) years. Conclusions Lower adiponectin and higher leptin levels were independently associated with higher levels of RC at baseline and longitudinal RC increase, even after accounting for BMI and LDL-C. CLINICAL PERSPECTIVE What is new?: - Among individuals without history of cardiovascular disease, adiponectin is inversely associated with cross-sectional levels of remnant cholesterol, whereas leptin and resistin are directly associated.- Adiponectin had an inverse association with progression of remnant cholesterol levels over time.What are the clinical implications?: - Adiponectin levels were not associated with LDL-C levels but with levels of triglyceride-rich lipoproteins, particularly remnant cholesterol.-Incrementing adiponectin via lifestyle modification and/or pharmacological therapies (i.e. GLP-1 agonists) could be a mechanism to reduce remnant cholesterol levels and ultimately cardiovascular risk.
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25
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Minhas AS, Echouffo-Tcheugui JB, Zhang S, Ndumele CE, McEvoy JW, Christenson R, Selvin E. High-Sensitivity Troponin T and I Among Pregnant Women in the US-The National Health and Nutrition Examination Survey, 1999-2004. JAMA Cardiol 2023; 8:406-408. [PMID: 36790770 PMCID: PMC9932939 DOI: 10.1001/jamacardio.2022.5601] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/21/2022] [Accepted: 12/19/2022] [Indexed: 02/16/2023]
Abstract
This cross-sectional study investigates the expected physiologic concentrations of high-sensitivity cardiac troponin in normal pregnancy.
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Affiliation(s)
- Anum S. Minhas
- Division of Cardiology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Ciccarone Center for the Prevention of Cardiovascular Disease, Division of Cardiology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Justin B. Echouffo-Tcheugui
- Division of Endocrinology, Diabetes and Metabolism, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Sui Zhang
- Department of Epidemiology and Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Chiadi E. Ndumele
- Division of Cardiology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Ciccarone Center for the Prevention of Cardiovascular Disease, Division of Cardiology, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Department of Epidemiology and Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - J. William McEvoy
- Ciccarone Center for the Prevention of Cardiovascular Disease, Division of Cardiology, Johns Hopkins University School of Medicine, Baltimore, Maryland
- National Institute for Prevention and Cardiovascular Health, National University of Ireland Galway, Galway, Ireland
| | - Robert Christenson
- Department of Pathology, University of Maryland School of Medicine, Baltimore
| | - Elizabeth Selvin
- Department of Epidemiology and Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
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26
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Broni EK, Ogunmoroti O, Osibogun O, Echouffo-Tcheugui JB, Chevli PA, Shapiro MD, Ndumele CE, Michos ED. Ideal Cardiovascular Health and Adipokine Levels: The Multi-Ethnic Study of Atherosclerosis (MESA). Endocr Pract 2023:S1530-891X(23)00366-X. [PMID: 37028649 DOI: 10.1016/j.eprac.2023.03.276] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/22/2023] [Revised: 03/28/2023] [Accepted: 03/29/2023] [Indexed: 04/08/2023]
Abstract
OBJECTIVE Adipokines are hormones implicated in obesity and its cardiometabolic consequences. The concept of ideal cardiovascular health (CVH) was introduced to promote 7 key health factors and behaviors in the general population. Prior studies have found strong associations between obesity and ideal CVH. We now sought to evaluate the association between CVH and adipokines. METHODS We studied 1,842 MESA participants free of cardiovascular disease (CVD), who had 7 CVH metrics (smoking, body mass index, physical activity, diet, total cholesterol, blood pressure and fasting blood glucose) measured at baseline and serum adipokine levels measured at a median of 2.4 years later. Each CVH metric was assigned a score of 0(poor), 1(intermediate) and 2(ideal), and summed for a total CVH score (0-14). Total CVH scores of 0-8 were considered inadequate, 9-10 average, and 11-14 optimal. We used multivariable linear regression models to assess the non-concurrent associations between CVH score and log-transformed adipokine levels. RESULTS The mean age was 62.1±9.8 years; 50.2% of participants were men. After adjusting for sociodemographic factors, a 1-unit higher CVH score was significantly associated with 4% higher adiponectin and 15% and 1% lower leptin and resistin levels. Individuals with optimal CVH scores had 27% higher adiponectin and 56% lower leptin levels compared to those with inadequate CVH scores. Similar trends were observed for those with average versus inadequate CVH scores. CONCLUSION In a multi-ethnic cohort free of CVD at baseline, individuals with average and optimal CVH scores had a more favorable adipokine profile than those with inadequate CVH.
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Affiliation(s)
- Eric K Broni
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Oluseye Ogunmoroti
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Olatokunbo Osibogun
- Department of Epidemiology, Robert Stempel College of Public Health and Social Work, Florida International University, Miami, Florida
| | - Justin B Echouffo-Tcheugui
- Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, Johns Hopkins University, Baltimore, Maryland
| | - Parag A Chevli
- Section on Hospital Medicine, Department of Internal Medicine, Wake Forest University School of Medicine, Winston-Salem, North Carolina
| | - Michael D Shapiro
- Center for Prevention of Cardiovascular Disease, Section on Cardiology, Wake Forest University School of Medicine, Winston-Salem, North Carolina
| | - Chiadi E Ndumele
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Erin D Michos
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, Maryland.
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Rooney MR, Chen J, Echouffo-Tcheugui JB, Walker KA, Schlosser P, Surapaneni A, Tang O, Chen J, Ballantyne CM, Boerwinkle E, Ndumele CE, Demmer RT, Pankow JS, Lutsey PL, Wagenknecht LE, Liang Y, Sim X, van Dam R, Tai ES, Grams ME, Selvin E, Coresh J. Proteomic Predictors of Incident Diabetes: Results From the Atherosclerosis Risk in Communities (ARIC) Study. Diabetes Care 2023; 46:733-741. [PMID: 36706097 PMCID: PMC10090896 DOI: 10.2337/dc22-1830] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/19/2022] [Accepted: 12/29/2022] [Indexed: 01/28/2023]
Abstract
OBJECTIVE The plasma proteome preceding diabetes can improve our understanding of diabetes pathogenesis. RESEARCH DESIGN AND METHODS In 8,923 Atherosclerosis Risk in Communities (ARIC) Study participants (aged 47-70 years, 57% women, 19% Black), we conducted discovery and internal validation for associations of 4,955 plasma proteins with incident diabetes. We externally validated results in the Singapore Multi-Ethnic Cohort (MEC) nested case-control (624 case subjects, 1,214 control subjects). We used Cox regression to discover and validate protein associations and risk-prediction models (elastic net regression with cardiometabolic risk factors and proteins) for incident diabetes. We conducted a pathway analysis and examined causality using genetic instruments. RESULTS There were 2,147 new diabetes cases over a median of 19 years. In the discovery sample (n = 6,010), 140 proteins were associated with incident diabetes after adjustment for 11 risk factors (P < 10-5). Internal validation (n = 2,913) showed 64 of the 140 proteins remained significant (P < 0.05/140). Of the 63 available proteins, 47 (75%) were validated in MEC. Novel associations with diabetes were found for 22 the 47 proteins. Prediction models (27 proteins selected by elastic net) developed in discovery had a C statistic of 0.731 in internal validation, with ΔC statistic of 0.011 (P = 0.04) beyond 13 risk factors, including fasting glucose and HbA1c. Inflammation and lipid metabolism pathways were overrepresented among the diabetes-associated proteins. Genetic instrument analyses suggested plasma SHBG, ATP1B2, and GSTA1 play causal roles in diabetes risk. CONCLUSIONS We identified 47 plasma proteins predictive of incident diabetes, established causal effects for 3 proteins, and identified diabetes-associated inflammation and lipid pathways with potential implications for diagnosis and therapy.
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Affiliation(s)
- Mary R. Rooney
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
- Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Jingsha Chen
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
- Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Justin B. Echouffo-Tcheugui
- Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
- Division of Endocrinology, Diabetes and Metabolism, Johns Hopkins University, Baltimore, MD
| | - Keenan A. Walker
- Laboratory of Behavioral Neuroscience, Intramural Research Program, National Institute on Aging, Baltimore, MD
| | - Pascal Schlosser
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Aditya Surapaneni
- Division of Precision Medicine, New York University Grossman School of Medicine, New York, NY
| | - Olive Tang
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
- Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Jinyu Chen
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
- Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | | | - Eric Boerwinkle
- Department of Epidemiology, Human Genetics and Environmental Science, University of Texas Health Science Center, Houston, TX
| | | | - Ryan T. Demmer
- Division of Epidemiology and Community Health, School of Public Health, University of Minnesota, Minneapolis, MN
| | - James S. Pankow
- Division of Epidemiology and Community Health, School of Public Health, University of Minnesota, Minneapolis, MN
| | - Pamela L. Lutsey
- Division of Epidemiology and Community Health, School of Public Health, University of Minnesota, Minneapolis, MN
| | - Lynne E. Wagenknecht
- Division of Public Health Sciences, Wake Forest University School of Medicine, Winston-Salem, NC
| | - Yujian Liang
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore, Singapore
| | - Xueling Sim
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore, Singapore
| | - Rob van Dam
- Department of Exercise and Nutrition Sciences, Milken Institute School of Public Health, George Washington University, Washington DC
| | - E. Shyong Tai
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - Morgan E. Grams
- Division of Precision Medicine, New York University Grossman School of Medicine, New York, NY
| | - Elizabeth Selvin
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
- Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Josef Coresh
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
- Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
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Jia X, Al Rifai M, Ndumele CE, Virani SS, de Lemos JA, Lee E, Shah AM, Echouffo-Tcheugui JB, Bozkurt B, Hoogeveen R, Selvin E, Ballantyne CM, Nambi V. Reclassification of Pre-Heart Failure Stages Using Cardiac Biomarkers: The ARIC Study. JACC Heart Fail 2023; 11:440-450. [PMID: 36881398 PMCID: PMC10248756 DOI: 10.1016/j.jchf.2022.12.005] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/01/2022] [Revised: 12/12/2022] [Accepted: 12/13/2022] [Indexed: 02/04/2023]
Abstract
BACKGROUND The recent heart failure (HF) guideline recommends the inclusion of cardiac biomarkers in defining Stage B HF. OBJECTIVES The authors evaluated the impact of incorporating cardiac biomarkers to reclassify HF in 5,324 participants (mean age: 75.8 years) without prevalent HF enrolled in the ARIC (Atherosclerosis Risk In Communities) study and assessed prognosis of Stage B using cardiac biomarkers. METHODS Using N-terminal pro-B-type natriuretic peptide (<125 pg/mL or ≥125 pg/mL), high-sensitivity troponin T (<14 ng/L or ≥14 ng/L), and abnormal cardiac structure/function by echocardiography, individuals were classified as Stage Anew and Stage Bnew HF, respectively. Stage Bnew was further evaluated as elevated biomarker only, abnormal echocardiogram only, and abnormalities in both (echo + biomarker). The authors assessed risk for incident HF and all-cause death using Cox regression. RESULTS Overall, 4,326 (81.3%) individuals were classified as Stage Bnew with 1,123 (21.1%) meeting criteria for elevated biomarkers only. Compared with Stage Anew, Stage Bnew was associated with increased risk for incident HF (HR: 3.70 [95% CI: 2.58-5.30]) and death (HR: 1.94 [95% CI: 1.53-2.46]). Stage Bbiomarkers only and Stage Becho only were associated with increased HF risk, whereas Stage Bbiomarkers only was also associated with increased death. Stage Becho+biomarker had the highest risk for HF (HR: 6.34 [95% CI: 4.37-9.19]) and death (HR: 2.53 [95% CI: 1.98-3.23]). CONCLUSIONS Incorporating biomarkers based on the new HF guideline reclassified approximately 1 in 5 older adults without prevalent HF to Stage B. The routine measurement of biomarkers can help to identify individuals at higher HF risk who may benefit most from HF prevention efforts.
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Affiliation(s)
- Xiaoming Jia
- Section of Cardiology, Department of Medicine, Baylor College of Medicine, Houston, Texas, USA
| | - Mahmoud Al Rifai
- Department of Cardiology, Houston Methodist DeBakey Heart and Vascular Center, Houston, Texas, USA
| | - Chiadi E Ndumele
- Division of Cardiology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Salim S Virani
- Section of Cardiology, Department of Medicine, Baylor College of Medicine, Houston, Texas, USA; Section of Cardiology, Michael E. DeBakey Veterans Affairs Medical Center, Houston, Texas, USA; Division of Atherosclerosis and Vascular Medicine, Department of Medicine, Baylor College of Medicine, Houston, Texas, USA
| | - James A de Lemos
- Cardiology, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Emmanuel Lee
- Division of Cardiology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Amil M Shah
- Division of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, Maryland, USA
| | - Justin B Echouffo-Tcheugui
- Division of Endocrinology, Diabetes and Metabolism, Johns Hopkins Bayview Medical Center, Baltimore, Maryland, USA
| | - Biykem Bozkurt
- Section of Cardiology, Department of Medicine, Baylor College of Medicine, Houston, Texas, USA; Section of Cardiology, Michael E. DeBakey Veterans Affairs Medical Center, Houston, Texas, USA
| | - Ron Hoogeveen
- Division of Atherosclerosis and Vascular Medicine, Department of Medicine, Baylor College of Medicine, Houston, Texas, USA
| | - Elizabeth Selvin
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Christie M Ballantyne
- Section of Cardiology, Department of Medicine, Baylor College of Medicine, Houston, Texas, USA; Division of Atherosclerosis and Vascular Medicine, Department of Medicine, Baylor College of Medicine, Houston, Texas, USA
| | - Vijay Nambi
- Section of Cardiology, Department of Medicine, Baylor College of Medicine, Houston, Texas, USA; Section of Cardiology, Michael E. DeBakey Veterans Affairs Medical Center, Houston, Texas, USA; Division of Atherosclerosis and Vascular Medicine, Department of Medicine, Baylor College of Medicine, Houston, Texas, USA.
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29
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Minhas AS, Rooney MR, Fang M, Zhang S, Ndumele CE, Tang O, Schulman SP, Michos ED, McEvoy JW, Echouffo-Tcheugui J, Christenson R, Selvin E. Prevalence and Correlates of Elevated NT-proBNP in Pregnant Women in the General U.S. Population. JACC Adv 2023; 2:100265. [PMID: 37168845 PMCID: PMC10168650 DOI: 10.1016/j.jacadv.2023.100265] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
Abstract
BACKGROUND Physiologic changes in N-terminal pro-B-type natriuretic peptide (NT-proBNP) across trimesters of pregnancy have not been well studied. OBJECTIVES The authors aimed to measure NT-proBNP in adult women, by pregnancy status and trimester, in a nationally representative sample from the National Health and Nutrition Examination Survey 1999 to 2004. METHODS We conducted a cross-sectional analysis of 2,134 women (546 pregnant) aged 20 to 40 years without a history of cardiovascular disease. RESULTS Among pregnant women in the first trimester, the prevalence of elevated NT-proBNP (>125 pg/mL) was 20.0% (SE, 6.6%) compared to 2.4% (SE, 0.8%) among women in the third trimester and 8.0% among nonpregnant women. After adjustment for demographics and cardiovascular risk factors, NT-proBNP was 44% higher (absolute difference 26.4 [95% CI: 11.2-41.6] pg/mL) in the first trimester of pregnancy compared to nonpregnant women. Among pregnant women only, adjusted NT-proBNP was 46% lower (absolute difference -22.2 [95% CI: -36.9 to -7.5] pg/mL) in women in the third trimester compared to women in the first trimester. NT-proBNP was inversely associated with body mass index and with systolic blood pressure. CONCLUSIONS Women in the first trimester of pregnancy had significantly higher NT-proBNP than those in the third trimester and compared to similarly aged nonpregnant women. The dynamic nature of NT-proBNP should be taken into consideration when ordering NT-proBNP lab tests in pregnant women.
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Affiliation(s)
- Anum S. Minhas
- Division of Cardiology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
- Division of Cardiology, Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Mary R. Rooney
- Department of Epidemiology and Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Michael Fang
- Department of Epidemiology and Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Sui Zhang
- Department of Epidemiology and Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Chiadi E. Ndumele
- Division of Cardiology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
- Division of Cardiology, Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
- Department of Epidemiology and Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Olive Tang
- Department of Medicine, Johns Hopkins School of Medicine, Baltimore, Maryland, USA
| | - Steven P. Schulman
- Division of Cardiology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Erin D. Michos
- Division of Cardiology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
- Division of Cardiology, Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
- Department of Epidemiology and Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - J. William McEvoy
- Division of Cardiology, Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
- National Institute for Prevention and Cardiovascular Health, National University of Ireland Galway (NUIG), Galway, Ireland
| | - Justin Echouffo-Tcheugui
- Division of Endocrinology, Diabetes and Metabolism, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Robert Christenson
- Department of Pathology, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Elizabeth Selvin
- Department of Epidemiology and Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
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30
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Jones-O'Connor M, Ndumele CE. INTRACARDIAC BLOOD STASIS AND THROMBUS FORMATION SYSTEMIC EMBOLIZATION AS A COMPLICATION OF VA-ECMO. J Am Coll Cardiol 2023. [DOI: 10.1016/s0735-1097(23)03950-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/06/2023]
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31
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Jia X, Al Rifai M, Hoogeveen R, Echouffo-Tcheugui JB, Shah AM, Ndumele CE, Virani SS, Bozkurt B, Selvin E, Ballantyne CM, Nambi V. Association of Long-term Change in N-Terminal Pro-B-Type Natriuretic Peptide With Incident Heart Failure and Death. JAMA Cardiol 2023; 8:222-230. [PMID: 36753229 PMCID: PMC9909572 DOI: 10.1001/jamacardio.2022.5309] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/05/2022] [Accepted: 12/02/2022] [Indexed: 02/09/2023]
Abstract
Importance Most studies, especially in primary prevention patients, have evaluated N-terminal B-type natriuretic peptide (NT-proBNP) at one time point. Evaluation of change in NT-proBNP may improve risk stratification for incident cardiovascular events. Objective To assess the association between change in NT-proBNP and risk for incident heart failure (HF) and death. Design, Setting, and Participants Participants were recruited from 4 US communities enrolled in the Atherosclerosis Risk in Community (ARIC) study. Individuals who attended ARIC visits 2 and 4 (approximately 6 years apart) with measurements of NT-proBNP and without prevalent HF were included. Assays of NT-proBNP were conducted between 2011 and 2013, and analysis took place between July 2021 and October 2022. Exposures The primary exposure variable was NT-proBNP change between visits 2 and 4, modeled as change categories (<125 pg/mL or ≥125 pg/mL) and as percent change. Main Outcomes and Measures The primary outcome measures were incident HF hospitalization and all-cause death. The association between changes in cardiovascular risk factors with change in NT-proBNP was further assessed. Results A total of 9776 individuals (mean [SD] age, 57.1 [5.7] years at visit 2; 5523 [56.5%] women) were included in the study. Compared with participants with NT-proBNP level less than 125 pg/mL at both visits, participants with NT-proBNP level of 125 pg/mL or higher at both visits had an increase in incident HF (adjusted hazard ratio [HR], 2.40 [95% CI, 2.00-2.88]) and mortality risk (HR, 1.68 [95% CI, 1.47-1.91). Participants with NT-proBNP levels of 125 pg/mL or higher at visit 2 and less than 125 pg/mL at visit 4 had similar risk for HF and death (HR, 1.01 [95% CI, 0.71-1.43]; HR, 0.79 [95% CI, 0.61-1.01]) compared with the group with NT-proBNP levels of less than 125 pg/mL at both visits. The percent change in NT-proBNP was positively associated with HF and death (HR, 1.06 [95% CI, 1.02-1.10]; HR, 1.05 [95% CI, 1.03-1.08] per 1-SD increase, respectively). Change in systolic blood pressure, low-density lipoprotein cholesterol, triglyceride level, body mass index, and estimated glomerular filtration rate were significantly associated with change in NT-proBNP. Conclusions and Relevance In this study, 6-year change in NT-proBNP reflected dynamic change in risk for HF events and death among community-dwelling adults without prevalent clinical HF. These results support the utility of serial NT-proBNP measurements to improve risk stratification of patients with pre-HF.
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Affiliation(s)
- Xiaoming Jia
- Section of Cardiology, Department of Medicine, Baylor College of Medicine, Houston, Texas
| | - Mahmoud Al Rifai
- Section of Cardiology, Department of Medicine, Baylor College of Medicine, Houston, Texas
- now with Houston Methodist DeBakey Heart & Vascular Center, Houston, Texas
| | - Ron Hoogeveen
- Division of Atherosclerosis and Vascular Medicine, Department of Medicine, Baylor College of Medicine, Houston, Texas
| | - Justin B. Echouffo-Tcheugui
- Division of Endocrinology, Diabetes and Metabolism, Johns Hopkins Bayview Medical Center, Baltimore, Maryland
| | - Amil M. Shah
- Division of Cardiovascular Medicine, Brigham and Women’s Hospital, Boston, Massachusetts
| | - Chiadi E. Ndumele
- Division of Cardiology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Salim S. Virani
- Section of Cardiology, Department of Medicine, Baylor College of Medicine, Houston, Texas
- Division of Atherosclerosis and Vascular Medicine, Department of Medicine, Baylor College of Medicine, Houston, Texas
- Section of Cardiology, Michael E. DeBakey Veterans Affairs Medical Center, Houston, Texas
| | - Biykem Bozkurt
- Section of Cardiology, Department of Medicine, Baylor College of Medicine, Houston, Texas
- Section of Cardiology, Michael E. DeBakey Veterans Affairs Medical Center, Houston, Texas
| | - Elizabeth Selvin
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
| | - Christie M. Ballantyne
- Section of Cardiology, Department of Medicine, Baylor College of Medicine, Houston, Texas
- Division of Atherosclerosis and Vascular Medicine, Department of Medicine, Baylor College of Medicine, Houston, Texas
| | - Vijay Nambi
- Section of Cardiology, Department of Medicine, Baylor College of Medicine, Houston, Texas
- Division of Atherosclerosis and Vascular Medicine, Department of Medicine, Baylor College of Medicine, Houston, Texas
- Section of Cardiology, Michael E. DeBakey Veterans Affairs Medical Center, Houston, Texas
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Echouffo-Tcheugui JB, Zhang S, McEvoy JW, Ndumele CE, Hoogeveen RC, Coresh J, Selvin E. Corrigendum to 'Elevated NT-ProBNP as a Cardiovascular Disease Risk Equivalent: Evidence from the Atherosclerosis Risk in Communities (ARIC) Study': [The American Journal of Medicine (2022) Volume 136(12), 1461-1467]. Am J Med 2023; 136:329. [PMID: 36494255 PMCID: PMC10454989 DOI: 10.1016/j.amjmed.2022.11.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Affiliation(s)
- Justin B Echouffo-Tcheugui
- Division of Endocrinology, Diabetes & Metabolism, Department of Medicine, Johns Hopkins University, Baltimore, MD.
| | - Sui Zhang
- Department of Epidemiology and Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - John William McEvoy
- Division of Cardiology and National Institute for Prevention and Cardiovascular Health, National University of Ireland, Galway, Ireland
| | - Chiadi E Ndumele
- Division of Cardiology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Ron C Hoogeveen
- Section of Cardiovascular Research, Baylor College of Medicine & Houston Methodist DeBakey Heart and Vascular Center, Houston, TX
| | - Josef Coresh
- Department of Epidemiology and Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Elizabeth Selvin
- Department of Epidemiology and Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
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Ozkan B, Aryee EK, Chen J, Echouffo Tcheugui JB, Matsushita K, North KE, Ballantyne CM, Yu B, Shah AM, Selvin E, Coresh J, Ndumele CE. Abstract 28: Proteomic Signatures of Adiposity in Middle-Aged Adults: The Atherosclerosis Risk in Communities (ARIC) Study. Circulation 2023. [DOI: 10.1161/circ.147.suppl_1.28] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/17/2023]
Abstract
Background:
Excess adiposity is linked to adverse cardiovascular outcomes via direct and indirect effects on metabolic pathways. There is limited large-scale data assessing proteomic signatures of adiposity.
Methods:
We quantified 4,955 plasma proteins using SomaLogic v4.0 in stored plasma samples of 9,940 ARIC Visit 2 participants (1990-92, mean age: 57±6 years, 55% women, 22% Black adults, 28% with obesity). We used linear regression and Bonferroni-corrected p-values to identify proteins associated with body mass index (BMI) in 2/3 discovery and 1/3 validation samples. We performed additional analyses to assess key pathways associated with obesity.
Results:
In the discovery sample (28% with obesity), after adjusting for age, sex, race-center, eGFR, 1,312 proteins were significantly associated with BMI. After further adjustments for clinical and lifestyle risk factors (Figure), 975 proteins were significantly associated with BMI (p<10
-5
). There were 713 proteins confirmed in the validation sample (p<0.05/975). Among the confirmed proteins, there were >500 proteins that did not have previously described BMI associations in population studies (including serine protease HTRA1, seizure 6-like protein) as well as proteins with known BMI associations (including leptin, fatty acid binding proteins, insulin-like growth factor-binding proteins). Acute phase response, atherosclerosis signaling, hepatic fibrosis, pancreatic cancer and lipid metabolism were among the top biological pathways overrepresented by the proteins associated with BMI (Figure). The upstream regulators of these proteins included interleukins (IL-17A, IL-13, IL-4), as well as tumor necrosis factor (TNF), which was activated.
Conclusion:
We discovered several novel proteins associated with adiposity and confirmed previously identified proteins. Alteration in the plasma proteome related to adiposity is linked to differential regulation of inflammatory and metabolic pathways independent of cardiovascular risk mediators.
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Affiliation(s)
| | | | | | | | | | | | | | - Bing Yu
- Univ. of Texas Health Sciences Cntr Houston, Houston, TX
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34
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Molinsky RL, Shah AM, Yuzefpolskaya M, Yu B, Misialek J, Bohn B, Vock D, Maclehose R, Colombo PC, Ndumele CE, Ishigami J, Matsushita K, Lutsey PL, Demmer R. Abstract P174: The Association Between Infection-Related Hospitalization and Incident Heart Failure: The Atherosclerosis Risk in Communities Study. Circulation 2023. [DOI: 10.1161/circ.147.suppl_1.p174] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/16/2023]
Abstract
Introduction:
Infections are associated with worse clinical outcomes among patients with heart failure (HF). However, little is known about the influence of infection-related hospitalizations on development of incident HF and its subtype.
Hypothesis:
We hypothesize that those with an infection-related hospitalization (hereafter ‘infection’) compared to those without infection, will experience an increased rate of incident HF events (any HF, HF with preserved ejection fraction (HFpEF) and HF with reduced ejection fraction (HFrEF)).
Methods:
We examined 14,398 participants enrolled in the Atherosclerosis Risk in Communities Study who were HF free at visit 1 (1987-1989). Hospitalized infections and HF were identified via participant self-report and active surveillance of hospitalizations. Among the hospitalized, infection was further defined using ICD-9/10 codes in the first five positions of hospital records. A subset of HF events was further classified as HFpEF or HFrEF via chart abstraction and adjudication by centrally trained and certified physicians. Infection was treated as a time-varying exposure and the co-occurrence of infection and HF in the same hospital visit were excluded. Multivariable-adjusted Cox proportional hazards models assessed the association between infection and incident HF, HFrEF, and HFpEF.
Results:
The overall baseline sample was 54% (7,835 of 14,398) female, 26% (3,688 of 14,398) Black and had a mean(SD) age of 54(5.8). Mean(SD) time to infection was 16.1(8.7) years, and 2.3(7.5) years from infection to incident HF. Average follow-up among the full sample was 23.0(8.5). Overall, 46% (6,603 of 14,398) had an infection and 3,561 developed any HF. Among participants with subtype adjudication, 470 had HFpEF and 450 had HFrEF. Infection-related hospitalization was associated with an increased risk for both HFpEF and HFrEF (Table).
Conclusion:
Infection-related hospitalization was associated with both incident HFpEF and HFrEF. A stronger effect is seen among those with HFpEF.
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Affiliation(s)
| | | | | | - Bing Yu
- Univ of Texas Health Science Cntr at Houston, Houston, TX
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Aryee EK, Zhang S, Ozkan B, Michos ED, Echouffo Tcheugui JB, Gerstenblith G, Blumenthal RS, Coresh J, Selvin E, Ndumele CE. Abstract P323: Three Year Changes in Adipokine Levels and Metabolic Risk Status: The Atherosclerosis Risk in Communities (ARIC) Study. Circulation 2023. [DOI: 10.1161/circ.147.suppl_1.p323] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/15/2023]
Abstract
Introduction:
Adipokine levels are strongly linked to diabetes and metabolic syndrome, with higher adiponectin having protective associations and higher leptin having harmful associations. Little is known about how past changes in adipokine levels relate to current metabolic risk.
Methods:
Among ARIC Visit 3 (1993-1995) participants, we examined the association of past changes in adiponectin and leptin levels over the 3-year period from ARIC Visit 2 (1990-1992) to Visit 3 with prevalent diabetes and metabolic syndrome at Visit 3. Adipokines were measured using aptamer technology (correlated 0.9x with immunoassay) and analyzed categorically as >50% increase, >50% decrease and <50% change (stable). Multivariable logistic regression was performed to assess associations with stratification by obesity (BMI ≥ 30 kg/m
2
) status.
Results:
Among 9,287 Visit 3 participants, the mean age was 61 years with 56% female and 19% Black adults. Relative to stable levels, a >50% increase in adiponectin over the past 3 years was associated with higher odds of prevalent diabetes (OR 1.62; 95% CI: 1.29-2.03) and metabolic syndrome (OR 1.45; 95% CI: 1.22-1.72). Past increases in leptin were associated with lower odds of diabetes (OR 0.64; 95% CI: 0.53-0.77) and metabolic syndrome (OR 0.70; 95% CI: 0.62-0.77) (Table). Compared to stable levels, >50% decrease in adiponectin over time was associated with lower likelihood of diabetes and metabolic syndrome. Decreasing leptin had nonsignificant associations. Patterns were largely consistent in obesity stratified analyses, with the principal difference being that adiponectin increase was only associated with increased metabolic risk in those without obesity.
Conclusion:
Recent changes in adipokine levels are linked to current metabolic status. A past increase in adiponectin has direct associations, while increasing leptin has inverse associations. The underlying mechanisms and implications for metabolic risk in older age should be further studied.
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Wallace AS, Ozkan B, Florido R, Echouffo Tcheugui JB, Michos ED, NAMBI VIJAY, Aryee EK, Hoogeveen RC, Ballantyne CM, Coresh J, Selvin E, Ndumele CE. Abstract MP68: Adipokines as Mediators in the Association of Changes in Physical Activity With Diabetes: The Atherosclerosis Risk in Communities (ARIC) Study. Circulation 2023. [DOI: 10.1161/circ.147.suppl_1.mp68] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/16/2023]
Abstract
Background:
Physical activity (PA) patterns over time influence diabetes risk through incompletely understood mechanisms. Adipokines secreted by adipose tissue have myriad endocrine effects and are affected by PA. It is unknown the extent to which adipokines mediate the association between changes in PA and diabetes.
Methods:
We conducted a cross-sectional study of 10,908 ARIC participants (mean age 54; 55% female; 21% Black adults) who attended Visits 1 (V1; 1987-1989) and 3 (V3; 1993-1995) of the ARIC Study. We used mediation analyses to determine the extent to which the association of changes in PA from V1 to V3 and diabetes status at V3 was explained by adipokines. Analyses were stratified by obesity status. PA was defined using American Heart Association guidelines as inactive, intermediate, and recommended (150 minutes of moderate-vigorous activity/week); the intermediate group was further divided into low and moderate (below or above the median activity level). Participants were categorized by PA at V1 and V3 - (1) stable low: inactive or low at both visits; (2) increasing: higher category at V3 than V1; (3) decreasing: lower category at V3 than V1; and (4) stable high: moderate or high at both visits.
Results:
Increasing PA was associated with higher adiponectin and lower leptin at V3 compared to stable low PA, while decreasing PA was associated with lower adiponectin and higher leptin compared to stable high PA (p<0.01 for all comparisons). Decreasing PA was associated with 28% higher odds of diabetes compared to stable high PA (Table). Conversely, increasing PA was associated with 12% lower odds of diabetes compared to stable low PA. In mediation analyses, adjustment for leptin/adiponectin ratio explained 45% of the effect of increasing PA and 35% of the effect of decreasing PA. The directionality of associations was similar in obesity stratified analyses, but results were not statistically significant.
Conclusions:
The associations between changes in PA and diabetes may be mediated in part by adipokines.
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37
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Okonkwo C, Ozkan B, Echouffo Tcheugui JB, Gerstenblith G, Coresh J, Arking DE, Ndumele CE. Abstract P117: Weight Loss is Associated With Increases in Mitochondrial DNA Copy Number. Circulation 2023. [DOI: 10.1161/circ.147.suppl_1.p117] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/16/2023]
Abstract
Background:
Mitochondrial DNA copy number (mtDNA-CN) is a surrogate measure of mitochondrial function that is independently associated with increased cardiovascular disease risk. Individuals with obesity and cardiometabolic risk factors have lower mtDNA-CN levels. However, the modifiability of mtDNA-CN following a weight loss intervention has remained largely unexplored.
Hypothesis:
Bariatric surgery-induced weight loss is associated with longitudinal increases in circulating mtDNA-CN levels.
Methods:
In the BARI-Heart prospective cohort of bariatric surgery patients, we quantified mtDNA-CN from whole blood samples collected at three visits: 3 to 6 months prior to surgery, 2-4 weeks prior to surgery, and 6 months post-surgery. We used linear mixed models with random effects to assess changes in mtDNA-CN after bariatric surgery, with the pre-surgery visits while awaiting bariatric surgery serving as the control period. We used multivariable linear regression to evaluate the dose-response association between weight loss and change in mtDNA-CN.
Results:
We included 71 participants (mean age 45 years, 74% female, 88% White). While mtDNA-CN levels did not change significantly during the pre-surgery period (V1 to V2), mtDNA-CN significantly increased after bariatric surgery (V2 to V3) (Figure). In linear mixed models adjusting for age, sex, and smoking, mtDNA-CN was higher after bariatric surgery than immediately prior to bariatric surgery (Table: ß=0.141, p < 0.001). This increase in mtDNA-CN remained significant following further adjustment for changes in cardiometabolic risk factors (ß=0.116, p < 0.01). In linear regression, each 10% greater weight loss was associated with a 1.6% increase in mtDNA-CN.
Conclusions:
Weight loss via bariatric surgery is associated with significant increases in mtDNA-CN, independent of cardiometabolic risk factors. Improvements in mitochondrial function may mediate some of the cardiovascular benefits of significant weight loss.
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38
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Mathews LM, Nohara Y, Ding NA, Sueta CA, Kucharska-Newton A, Shah AM, Ndumele CE, Matsushita K, Chang P. Abstract P591: Prevalence and Prognosis Comparing the New vs. Old ACC/AHA/HFSA HF Stage Classification: The Atherosclerosis Risk in Communities (ARIC) Study. Circulation 2023. [DOI: 10.1161/circ.147.suppl_1.p591] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/16/2023]
Abstract
Introduction:
New guidelines for the management of heart failure (HF) have now incorporated cardiac biomarkers in the definition of those in pre-clinical HF (Stage B). We sought to compare the prevalence and prognosis according to the new vs. old ACC/AHA/HFSA HF Stage classification using data from the ARIC study visit 5 (2011-2013).
Methods:
The “old” classification included Stage 0 (no HF risk factors), Stage A (at risk for HF; without structural heart disease or symptoms), Stage B (structural heart disease; without HF signs and symptoms), Stage C1 (current or previous HF symptoms without HF hospitalization); Stage C2 (current or previous HF symptoms with HF hospitalization); Stage D (marked HF symptoms interfering with daily life). The “new” HF Stage classification included elevated NT-proBNP and cardiac troponin as evidence of Stage B. We examined all-cause mortality over five years, using tKaplan Meier method and multivariable Cox models.
Results:
Among 5,004 participants (mean age 75.3 (SD 5.1) years, 57% women, 22% Black), 28% had diabetes, 74% had hypertension, and 15% had coronary artery disease. With the new HF Stage classification, the prevalence of Stage 0/A decreased from 58% (n=2,887) to 27% (n=1,334), and Stage B increased from 29% (n=1,468) to 60% (n=3,021). The prevalence of Stage C2 and C1 were 7.3% and 5.7%, respectively, regardless of the new or old classification (no individuals had Stage D), with corresponding 5-year cumulative mortality of 33% and 21%. The new classification using cardiac biomarkers newly identified individuals as Stage B with mortality risk similar to those who were originally in Stage B (5-y cumulative mortality 10% and 12%, respectively). This “reclassification” left individuals with lower mortality risk as Stage 0/A (5-year cumulative mortality 5% vs. 8% in the new vs. old classification). When we adjusted for potential confounders, individuals newly classified as Stage B had an elevated mortality compared to those with Stage 0/A (HR 1.32 [0.98-1.77]) but not as high as those in original Stage B (1.83 [1.36-2.45]).
Conclusions:
The new HF classification newly identified a large number of older adults as Stage B, and they indeed had elevated mortality than those who stayed in Stage 0/A. However, after accounting for potential confounders, individuals newly classified as Stage B had slightly lower mortality than those originally in Stage B. Our findings will guide clinicians as to how to interpret new HF classification in terms of prognosis.
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Ozkan B, Chen J, Echouffo Tcheugui JB, Schlosser P, North KE, Matsushita K, Ballantyne CM, Yu B, Shah AM, Selvin E, Coresh J, Ndumele CE. Abstract 37: Proteomic Signatures of Obesity-Related Heart Failure in the Atherosclerosis Risk in Communities (ARIC) Study. Circulation 2023. [DOI: 10.1161/circ.147.suppl_1.37] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/18/2023]
Abstract
Background:
Obesity is a strong risk factor for cardiovascular disease. The excess heart failure (HF) risk associated with obesity is uniquely unexplained by traditional risk mediators. We sought to identify proteomic signatures that reflect mechanistic pathways associated with obesity-related HF.
Methods:
We quantified 4955 plasma proteins in stored plasma samples of ARIC Visit 2 (1990-1992) participants without HF using an aptamer-based platform (SOMAScan v4.0). We used Cox regression to identify the proteins associated with incident HF, stratified by obesity (BMI≥30 kg/m
2
). We used Bonferroni-corrected p-values to assess statistical significance in 2/3 discovery and 1/3 validation subsets. We assessed the biological pathways overexpressed by these proteins using a canonical pathway analysis.
Results:
We included 9940 participants (28% with obesity, mean age 57 years, 55% female, 22% Black adults). Over a median 21-year follow-up, 2,345 HF events (886 in obesity) occurred. In the discovery subset with obesity, we identified 110 proteins associated with incident HF after demographic adjustment, 19 proteins (7 specific to obesity, Figure B) had robust HF associations after additional adjustment for lifestyle and cardiometabolic risk factors (p<10
-5
) (Figure A). Of 19 proteins, 12 were also linked to prevalent obesity status. Angiopoietin-2 was associated with higher risk of HF and higher odds of obesity. Conversely, ephrin type-A receptor 4 and seizure 6-like protein were linked to lower HF risk and lower odds of obesity. Lipid and bile acid metabolism (inhibited), cytokine signaling and wound healing pathways (activated) were overexpressed by HF-associated proteins in those with obesity.
Conclusion:
We identified established and novel proteins associated with HF risk in obesity. Many proteins linked to incident HF in obesity are also strongly associated with prevalent obesity. Formal mediation analysis can help elucidate the potential role of these proteins in the development of obesity-related HF.
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Affiliation(s)
| | | | | | | | | | | | | | - Bing Yu
- Univ of Texas Health Science Cntr Houston, Houston, TX
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40
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Anderson SC, Ndumele CE, Zhang S, Tang O, Hamo C, Michos ED, Ballantyne CM, Coresh J, Selvin E, Echouffo Tcheugui JB, Pankow J. Abstract P332: Duration of Diabetes and Risk of Multiple Cardiovascular Disease Outcomes. Circulation 2023. [DOI: 10.1161/circ.147.suppl_1.p332] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/18/2023]
Abstract
Introduction:
Diabetes is strongly linked to cardiovascular disease (CVD). However, there is scarce data on the extent of the association of diabetes duration with multiple CVD outcomes (coronary heart disease [CHD], heart failure [HF], and stroke), considered individually and in combination.
Hypothesis:
A longer duration of diabetes is associated with CVD outcomes or death, independent of age, blood glucose control, and other cardiovascular risk factors.
Methods:
We included 9,296 participants (mean age 63 years, 58.2% women, 22% Black adults, 19% with diabetes) at ARIC Visit 4 (1996-1998) without CVD at baseline. We calculated diabetes duration at Visit 4 (baseline), utilizing diabetes status at the first four ARIC visits spaced 3 years apart, and self-reported diagnosis date for those with diabetes diagnosed before Visit 1. We used Cox regression to estimate associations of diabetes duration with incident CHD, HF, stroke, a composite of CVD outcomes, and all-cause mortality, adjusted for risk factors. We performed analyses stratified by age (<65 or ≥65 years), race, sex and glycemic control (HbA
1C
consistently <7%, vs. HbA
1C
≥7%), with tests for interaction.
Results:
Over a maximum of 24 years of follow-up, there were 3109 CVD events and 4095 deaths. Compared to adults without diabetes, the risk of each CVD outcome or death rose progressively with longer diabetes duration, except for stroke (Figure). Participants with a diabetes duration ≥ 15 years were at highest risk of CHD (HR: 2.65, 95%CI: 2.00, 3.51), HF (HR 2.65, 95% CI: 2.00, 3.51), composite CVD (HR: 2.47, 95% CI 2.00, 3.05), and death (HR: 1.95, 95% CI: 1.60, 2.37). Except for stroke, the link of diabetes duration with CVD outcomes was stronger among those <65 years, with HbA
1C
≥7%, women, and Black adults (all
P
interactions <0.05).
Conclusions:
Longer diabetes duration is associated with multiple CVD outcomes and death. Delaying diabetes onset should be a focus of global CVD prevention, and therapies to improve CVD outcomes might target those with long diabetes duration.
Figure:
Associations of diabetes duration with cardiovascular outcomes.
Legend:
HRs were adjusted for age, sex, race-center, smoking, alcohol, body mass index, low-density lipoprotein cholesterol, high-density lipoprotein cholesterol, systolic blood pressure, triglycerides and estimated glomerular filtration rate. Diabetes duration (in years) was modeled as a restricted cubic spline with knots located at 0, 2.6, 7.0, and 19.8 years. Dark shaded area along the curve represents the 95% CI. Bar graph reflects the histogram of distribution. No diabetes served as the reference group. Prediabetes was defined as glycosylated hemoglobin of 5.7% to 6.4%. HF: heart failure, CHD: coronary heart disease, CVD: cardiovascular disease (composite of heart failure, coronary heart disease and stroke)
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Affiliation(s)
| | | | - Sui Zhang
- The Johns Hopkins Hosp, Baltimore, MD
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41
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Liu H, Ishigami J, Mathews LM, Konety SH, Hall ME, Chang P, Ndumele CE, Rosamond WD, Matsushita K. Abstract P176: The Association of Blood Urea Nitrogen With Incident Heart Failure in the Community: The Atherosclerosis Risk in Communities (ARIC) Study. Circulation 2023. [DOI: 10.1161/circ.147.suppl_1.p176] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/17/2023]
Abstract
Background:
Blood urea nitrogen (BUN) has been shown as a potent predictor of morbidity and mortality in patients with heart failure (HF). Whether BUN levels are associated with incident HF in the general population is unknown.
Methods:
Among 14,263 ARIC participants without a history of HF at baseline (1987-1989) (mean age 54 [SD 5.7] years, Female 54.4%, Black 25.4%), we assessed the association of BUN with incident HF. BUN levels (mg/dL) were divided by quartiles in the primary analysis, and the highest quartile was further divided into tertiles in the secondary analysis (Q1<13, Q2 13-15, Q3 15-17, Q4a 17-19, Q4b 19-21, Q4c >21). We defined HF as hospitalization or death with HF diagnosis and estimated hazard ratios (HRs) using multivariable Cox regression models.
Results:
During a median follow-up of 26.2 years, 3,506 participants developed incident HF (incidence rate 10.7 per 1,000 person-year). When we adjusted for demographic variables, using the lowest quartile (Q1) as the reference, the top quartile (Q4) showed an HR of 1.18 (95% CI 1.08, 1.10) (Model 1 in
Table
). When we subdivided Q4, Q4c showed the highest HR (1.40 [95% CI 1.21, 1.61]). The association was similar after further adjusting for lifestyle and other clinical factors (Model 2 in
Table
). Further adjustment for estimated glomerular filtration rate modestly attenuated the association (Model 3 in
Table
), but HRs remained significant for Q4 as a whole (1.11 [1.01, 1.22]) and Q4c (1.27 [1.09, 1.47]). In subgroup analysis, the association was stronger in Black participants than in White participants (p-for-interaction <0.05).
Conclusion:
In this community-based cohort, higher BUN levels were significantly associated with incident HF. BUN levels are often measured as part of routine clinical care and thus may inform clinicians to identify individuals at risk of HF, particularly in resource-constrained settings with limited availability of measuring HF-specific markers such as natriuretic peptides.
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Affiliation(s)
- Hairong Liu
- JOHNS HOPKINS UNIVERSITY BLOOMBERG SCHOOL OF PUBLICH HEALTH, baltimore, MD
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42
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Yang P, Rooney MR, Wallace AS, Kim H, Echouffo Tcheugui JB, McEvoy JW, Ndumele CE, Christenson RH, Selvin E, Rebholz CM. Abstract P416: Higher Quality Diet is Associated With Lower Serum Levels of NT-proBNP. Circulation 2023. [DOI: 10.1161/circ.147.suppl_1.p416] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/16/2023]
Abstract
Introduction:
N-terminal pro-brain-type natriuretic peptide (NT-proBNP) is widely used as a diagnostic biomarker for heart failure. Higher diet quality is associated with lower risk of cardiovascular disease. However, the association between diet and subclinical cardiovascular disease, as assessed by biomarker concentrations, is less well-studied.
Hypothesis:
We hypothesized that higher diet quality, assessed by the Healthy Eating Index-2015 (HEI-2015), would be associated with lower serum levels of NT-proBNP.
Methods:
We included 9,782 adults from the National Health and Nutrition Examination Survey (NHANES), 1999-2004. The HEI-2015 ranges from 0 to 100, with higher scores indicating better diet quality, and was categorized into sex-specific quintiles. Weighted multivariable linear regression models were used to estimate associations between the overall HEI-2015 score as well as its 13 components and log-transformed NT-proBNP.
Results:
Among 9,782 participants, mean age was 45 years, 48% were men, and 72% were non-Hispanic White adults. After adjusting for sociodemographic characteristics, lifestyle factors, and medical history, persons in the highest HEI-2015 quintile had a 10.0% lower NT-proBNP level compared to those in the lowest HEI-2015 quintile (95% CI: -17.7% to -2.6%). There was a dose-response relationship between HEI-2015 and NT-proBNP (
Figure
). For each 1-unit higher sodium and added sugars score, NT-proBNP was lower by 7.7% and 6.8% respectively (95% CI: -13.8 % to -2.2%, and 95% CI: -13.1% to -0.9% respectively).
Conclusion:
Higher diet quality, especially lower intakes of sodium and added sugars, was associated with lower serum levels of NT-proBNP.
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Affiliation(s)
- Ping Yang
- Johns Hopkins Bloomberg Sch of Public Health, Baltimore, MD
| | | | | | | | | | - John William McEvoy
- National Institute for Prevention and Cardiovascular Health, Galway, Ireland
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43
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Clarke E, Aryee EK, Zhang S, Carroll P, Palta P, Matsushita K, Coresh J, Cooper LA, Mathews LM, Ndumele CE. Abstract P260: The Association of Changes in Area Deprivation Index With Cardiometabolic Risk Factors: The Atherosclerosis Risk in Communities (ARIC) Study. Circulation 2023. [DOI: 10.1161/circ.147.suppl_1.p260] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/16/2023]
Abstract
Introduction:
Higher Area Deprivation Index (ADI) is associated with greater cardiometabolic risk. The impact of changes in ADI on the likelihood of cardiometabolic risk factors is currently unknown.
Methods:
Among 12,044 White and Black participants at ARIC Visit 1 (1987-89), we examined the association of cross-categories of ADI quartiles at Visit 1 and at the last visit attended up to Visit 4 (1996-98) with cardiometabolic risk factors at the time of the second ADI measurement. Cross-categories were grouped as stable low ADI (remaining in ADI quartile 1 or 2), increasing ADI (moving from ADI quartile 1 or 2 at Visit 1 to quartile 3 or 4 at follow-up), decreasing ADI (moving from ADI quartile 3 or 4 at Visit 1 to quartile 1 or 2 at follow-up) or stable high ADI (remaining in ADI quartile 3 or 4).We assessed the prevalence of hypertension, diabetes, and obesity in each group at the follow-up time point and used logistic regression to evaluate associations of changes in ADI over the 9-year period with the odds of cardiometabolic risk factors.
Results:
The study population had a mean age of 63 years, with 55% female and 22% Black adults. Persons with decreasing ADI had a lower prevalence of hypertension, diabetes and obesity at follow-up than those with stable high ADI, while those with increasing ADI had a higher prevalence of hypertension and obesity at follow-up than those with stable low ADI (Figure). In regression models adjusted for age and sex, decreasing ADI was linked to lower odds of hypertension, diabetes and obesity compared to stable high ADI (Table), with stronger associations for hypertension among Black adults (p interaction = 0.03). Increasing ADI was linked to modestly increased odds of obesity compared to stable low ADI. Associations were attenuated after adjustment for lifestyle measures, comorbidities and other social determinants.
Conclusion:
ADI changes are associated with the prevalence of cardiometabolic risk factors. Interventional studies should assess the cardiometabolic impact of targeting the built environment.
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Mathews LM, Hu X, Wang F, Chen J, Yu B, Hoogeveen RC, Ballantyne CM, Selvin E, Shah AM, Ndumele CE, Coresh J, Matsushita K. Abstract P202: Proteomic Markers Associated With the Risk of Incident Hypertension in the Community: The Atherosclerosis Risk in Communities (ARIC) Study. Circulation 2023. [DOI: 10.1161/circ.147.suppl_1.p202] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/16/2023]
Abstract
Introduction:
Proteins are involved in the pathophysiology of hypertension (HTN), but there are no large scale prospective proteomic analyses of incident HTN.
Hypothesis:
To identify and validate plasma proteins associated with incident HTN among a bi-racial cohort in the US.
Methods:
We quantified the associations of 4,955 plasma proteins (measured by SomaScan version 4 assay) with incident HTN over median follow-up of 11 years among 5,080 participants without baseline hypertension at ARIC visit 3 (1993-95). We then validated significant proteins from the primary analysis with incident HTN between visit 2 (n=6,810 during 1990-92) and visit 3 (median follow-up of 3.1y), to avoid including the same incident HTN cases in both analyses. Incident HTN was defined as systolic blood pressure (BP) ≥140, diastolic BP ≥90 mmHg, or HTN medication use. We ran multivariable Cox models and applied Benjamin-Hochberg procedure, with false discovery rate of 0.05, to account for multiple comparisons.
Results:
In the primary analysis with visit 3 as baseline (mean age 59y, 54% women, 13% Black), 3,828 participants (75%) developed HTN, and we found 55 proteins significantly associated with incident HTN. Among them, 14 proteins were validated using visit 2 data (Figure). Of those, 11 showed positive associations with HTN, and they are involved in glycoprotein degradation (e.g., MMP7, HTRA1, ASGR1, GUSB, CPM), cell adhesion (e.g., LGALS3BP and RET), and inflammation (e.g., CRP). In contrast, 3 proteins, renin ([REN]), netrin receptor ([UNC5D] apoptosis) and secretogranin-3([SCG3] endothelial cell growth), had inverse relationships with incident HTN. Further exploration showed a U-shaped association between renin and incident HTN.
Conclusion:
We identified several proteins associated with incident HTN, with plausible functions contributing to the development of HTN. These findings have implications on understanding mechanisms of HTN and potential targets for prevention and treatment.
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Affiliation(s)
| | - Xiao Hu
- Johns Hopkins Bloomberg Sch of Public Health, Baltimore, MD
| | - Frances Wang
- Johns Hopkins Bloomberg Sch of Public Health, Diamond Bar, CA
| | - Jingsha Chen
- Johns Hopkins Bloomberg Sch of Public Health, Baltimore, MD
| | - Bing Yu
- UNIV OF TX HEALTH SCI CTR HOUSTON, Houston, TX
| | | | | | | | | | | | - Josef Coresh
- Johns Hopkins Bloomberg Sch of Public Health, Baltimore, MD
| | | |
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45
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Broni EK, Ogunmoroti O, Osibogun OI, Echouffo Tcheugui JB, Chevli PA, Shapiro MD, Ndumele CE, Michos ED. Abstract P517: Ideal Cardiovascular Health and Adipokine Levels: The Multi-Ethnic Study of Atherosclerosis (MESA). Circulation 2023. [DOI: 10.1161/circ.147.suppl_1.p517] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/15/2023]
Abstract
Introduction:
Adipokines are hormones implicated in obesity and its cardiometabolic consequences. The concept of ideal cardiovascular health (CVH) was introduced to monitor and promote 7 (now 8) key health factors and behaviors in the general population. Although prior studies have found strong associations between obesity and ideal CVH, the link between CVH and adipokines has not been elucidated. We examined the associations between CVH and adipokine levels in MESA.
Methods:
We studied 1,842 MESA participants who were free of cardiovascular disease at baseline, had 7 CVH metrics (smoking, body mass index, physical activity, diet, total cholesterol, blood pressure and fasting blood glucose) measured at exam 1 (2000-2002) and adipokine levels measured at either exam 2 or 3 (2002-2004 or 2004-2005). Each metric was assigned a score of 0(poor), 1(intermediate) and 2(ideal), and summed to obtain a total CVH score (0 -14). We used multivariable linear regression models to assess the non-concurrent cross-sectional associations between CVH score and log-transformed serum adipokine levels, adjusting for sociodemographic factors.
Results:
The mean ± SD age was 62.1 ± 9.8 years and 50.2% of participants were men. Median (IQR) adiponectin, leptin and resistin levels were 17.4 (11.8 - 26.3) mcg/mL,13.3 (5.6 - 28.2) ng/mL and 15.0 (11.9 - 19.0) ng/mL, respectively. A 1 unit higher CVH score was significantly associated with 4% higher adiponectin, 15% and 1% lower leptin and resistin levels respectively, after adjusting for sociodemographic factors. Individuals with optimal CVH scores had 27% higher adiponectin and 56% lower leptin levels compared to those with inadequate CVH scores. Similar results were obtained for those with average scores
(Table).
Conclusion:
In a multi-ethnic cohort free of cardiovascular disease at baseline, individuals with average and optimal CVH scores had higher adiponectin and lower leptin and resistin levels compared to those with inadequate CVH scores.
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Ozkan B, Wallace AS, Hamo C, Wolf R, Echouffo Tcheugui JB, Arking A, Gerstenblith G, Chu X, Wood GC, Benotti P, Wong GW, Coresh J, Ndumele CE. Abstract P618: Visceral and Subcutaneous Adipokine Expression and Serum Adipokine Levels Are Differentially Associated With Metabolic Risk. Circulation 2023. [DOI: 10.1161/circ.147.suppl_1.p618] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/18/2023]
Abstract
Background:
Adipokines mediate many metabolic effects of adipose tissue. While regional body composition is associated with metabolic risk, it is unclear if metabolic risk associations differ for adipokine expression in visceral and subcutaneous tissue and adipokine concentrations in the circulation.
Methods:
We obtained visceral and subcutaneous fat samples, and pre-surgical serum samples from Geisinger Obesity Registry patients undergoing bariatric surgery. We used real-time PCR to quantify mRNA expression of adipokines (adiponectin, leptin, leptin/adiponectin ratio) in fat samples, and targeted assays (ELISA) to measure serum adipokines. Using multivariable linear regression, we evaluated the individual and combined associations of visceral, subcutaneous and serum adipokines (per-1-SD and tertiles) with a metabolic syndrome (MetS) severity Z-score.
Results:
181 participants (mean age 45 years, mean BMI 47 kg/m
2
, 85% female) with available fat and serum samples were included. Visceral, subcutaneous and serum adipokines were all weakly correlated (all ρ<0.15). Each 1-SD higher visceral adipokine expression and serum adipokine concentrations were significantly associated with MetS z-score, whereas no associations with MetS z-score were seen for subcutaneous adipokine expression (Table). Individuals in the top tertile of leptin/adiponectin ratio in serum only (ß=0.29, 95%CI: 0.01, 0.57) or in visceral fat only (ß=0.37, 95%CI: 0.08, 0.66) had higher metabolic risk than those in the top tertile in neither visceral fat nor serum (Figure). However, those in the top leptin/adiponectin tertile in both in visceral fat and serum had the greatest metabolic risk (ß=0.78, 95%CI: 0.46, 1.11).
Conclusion:
Visceral, but not subcutaneous, adipokine expression provides complementary information to serum adipokines on metabolic risk. This indicates significant differences in the physiologic impact of regional adipose tissue and highlights adipokines as a potential target for modifying cardiometabolic risk.
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Affiliation(s)
| | | | | | | | | | | | | | - Xin Chu
- Geisinger Med Cntr, Danville, PA
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47
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Heravi AS, Zhao D, Michos ED, Doria De Vasconcellos H, Ambale-Venkatesh B, Lloyd-Jones D, Schreiner PJ, Reis JP, Shikany JM, Lewis CE, Ndumele CE, Guallar E, Ouyang P, Hoogeveen RC, Lima JAC, Post WS, Vaidya D. Oxidative Stress and Cardiovascular Risk Factors: The Coronary Artery Risk Development in Young Adults (CARDIA) Study. Antioxidants (Basel) 2023; 12:antiox12030555. [PMID: 36978803 PMCID: PMC10044794 DOI: 10.3390/antiox12030555] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2022] [Revised: 02/13/2023] [Accepted: 02/15/2023] [Indexed: 02/25/2023] Open
Abstract
Introduction—Oxidative stress is linked to cardiovascular diseases (CVD) and is suggested to vary by sex. However, few population-level studies have explored these associations and the majority comprise populations with advanced CVD. We assessed urinary isoprostane concentrations, a standard measure of oxidative stress, in a relatively young and healthy cohort, hypothesizing that higher oxidative stress is associated with an adverse cardiometabolic profile and female sex. Methods—Oxidative stress was measured in 475 women and 266 men, aged 48–55 years, from the Coronary Artery Risk Development in Young Adults (CARDIA) study using urinary 8-isoprostane (IsoP) and 2,3-dinor-8-isoprostane (IsoP-M). Multivariable-adjusted regression was used to evaluate cross-sectional associations. As secondary analysis, previously measured plasma F2-isoprostanes (plasma IsoP) from another CARDIA subset was similarly analyzed. Results—Mean (SD) ages for men and women were 52.1(2.3) and 52.2(2.2) years, respectively (p = 0.46), and 39% of the participants self-identified as Black (vs. White). Before adjustments, female sex was associated with higher median urinary IsoP (880 vs. 704 ng/g creatinine in men; p < 0.01) and IsoP m (1675 vs. 1284 ng/g creatinine in men; p < 0.01). Higher body mass index (BMI), high-density cholesterol (HDL-C), and triglycerides, current smoking, and less physical activity were associated with higher oxidative stress. Diabetes was not associated with urinary IsoP but was associated with lower IsoP m and plasma IsoP. Higher serum creatinine showed diverging associations with higher plasma and lower urinary isoprostane concentrations. Conclusions—Different isoprostane entities exhibit varying association patterns with CVD risk factors, and therefore are complementary, rather than interchangeable, in assessment of oxidative stress. Still, consistently higher isoprostanes among women, smokers, less active persons, and those with higher BMI and plasma triglycerides could reflect higher oxidative stress among these groups. While urinary isoprostanes are indexed to urinary creatinine due to variations in concentration, caution should be exercised when comparing groups with differing serum creatinine.
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Affiliation(s)
- Amir S. Heravi
- School of Medicine, Johns Hopkins University, Baltimore, MD 21287, USA
| | - Di Zhao
- Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD 21287, USA
| | - Erin D. Michos
- School of Medicine, Johns Hopkins University, Baltimore, MD 21287, USA
| | | | | | - Donald Lloyd-Jones
- Feinberg School of Medicine, Northwestern University, Chicago, IL 60208, USA
| | - Pamela J. Schreiner
- School of Public Health, University of Minnesota, Minneapolis, MN 55455, USA
| | - Jared P. Reis
- National Heart, Lung, and Blood Institute, Bethesda, MD 20892, USA
| | - James M. Shikany
- School of Medicine, University of Alabama at Birmingham, Birmingham, AL 35294, USA
| | - Cora E. Lewis
- School of Public Health, University of Alabama at Birmingham, Birmingham, AL 35294, USA
| | - Chiadi E. Ndumele
- School of Medicine, Johns Hopkins University, Baltimore, MD 21287, USA
| | - Eliseo Guallar
- Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD 21287, USA
| | - Pamela Ouyang
- School of Medicine, Johns Hopkins University, Baltimore, MD 21287, USA
| | | | - Joao A. C. Lima
- School of Medicine, Johns Hopkins University, Baltimore, MD 21287, USA
| | - Wendy S. Post
- School of Medicine, Johns Hopkins University, Baltimore, MD 21287, USA
| | - Dhananjay Vaidya
- School of Medicine, Johns Hopkins University, Baltimore, MD 21287, USA
- Correspondence:
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48
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Broni EK, Ogunmoroti O, Quispe R, Sweeney T, Varma B, Fashanu OE, Lutsey PL, Matthew Allison, Moyses Szklo, Ndumele CE, Michos ED. Adipokines and incident venous thromboembolism: The Multi-Ethnic Study of Atherosclerosis. J Thromb Haemost 2023; 21:303-310. [PMID: 36700499 PMCID: PMC10152466 DOI: 10.1016/j.jtha.2022.11.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Revised: 10/25/2022] [Accepted: 11/03/2022] [Indexed: 01/26/2023]
Abstract
BACKGROUND Obesity leads to adipocyte hypertrophy and adipokine dysregulation and is an independent risk factor for venous thromboembolism (VTE). However, the association between adipokines and VTE is not well established. OBJECTIVES To examine whether adipokines are associated with increased risk of incident VTE. METHODS We studied 1888 participants of the Multi-Ethnic Study of Atherosclerosis cohort who were initially free of VTE and had adipokine (adiponectin, leptin, and resistin) levels measured at either examination 2 or 3 (2002-2004 or 2004-2005, respectively). During follow-ups, VTE was ascertained through hospitalization records and death certificates by using ICD-9 and 10 codes. We used multivariable Cox proportional hazards regression to assess the association between 1 standard deviation (SD) log-transformed increments in adipokines and incident VTE. RESULTS The mean ± SD age was 64.7 ± 9.6 years, and 49.8% of participants were women. Medians (interquartile range) of adiponectin, leptin, and resistin were 17.3 (11.8-26.2) mcg/mL, 13.5 (5.6-28.2) ng/mL, and 15.0 (11.9-19.0) ng/mL, respectively. There were 78 incident cases of VTE after a median of 9.7 (5.0-12.4) years of follow-up. After adjusting for sociodemographics, smoking, and physical activity, the hazard ratios (95% CIs) per 1 SD increment of adiponectin, leptin, and resistin were 1.14 (0.90-1.44), 1.29 (1.00-1.66), and 1.38 (1.09-1.74), respectively. The association for resistin persisted after further adjustments for body mass index and computed tomography-derived total visceral adipose tissue area. CONCLUSION Higher resistin levels were independently associated with greater risk of incident VTE. Larger prospective cohort studies are warranted to confirm this association.
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Affiliation(s)
- Eric K Broni
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Oluseye Ogunmoroti
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Renato Quispe
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Ty Sweeney
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Bhavya Varma
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Oluwaseun E Fashanu
- Division of Cardiology, Rochester General Hospital, Rochester, New York, USA
| | - Pamela L Lutsey
- Division of Epidemiology and Community Health, University of Minnesota School of Public Health, Minneapolis, Minnesota, USA
| | - Matthew Allison
- Department of Family Medicine, University of California San Diego, La Jolla, California, USA
| | - Moyses Szklo
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Chiadi E Ndumele
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Erin D Michos
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
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49
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Ferraro RA, Ogunmoroti O, Zhao D, Ndumele CE, Lima JA, Varadarajan V, Subramanya V, Pandey A, Larson NB, Bielinski SJ, Michos ED. Hepatocyte Growth Factor and 10-year Change in Left Ventricular Structure: The Multi-Ethnic Study of Atherosclerosis. CJC Open 2023. [DOI: 10.1016/j.cjco.2023.02.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/22/2023] Open
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50
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Mathews L, Ding N, Sang Y, Loehr LR, Shin JI, Punjabi NM, Bertoni AG, Crews DC, Rosamond WD, Coresh J, Ndumele CE, Matsushita K, Chang PP. Racial Differences in Trends and Prognosis of Guideline-Directed Medical Therapy for Heart Failure with Reduced Ejection Fraction: the Atherosclerosis Risk in Communities (ARIC) Surveillance Study. J Racial Ethn Health Disparities 2023; 10:118-129. [PMID: 35001343 PMCID: PMC9271140 DOI: 10.1007/s40615-021-01202-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2021] [Revised: 11/24/2021] [Accepted: 12/01/2021] [Indexed: 02/03/2023]
Abstract
BACKGROUND Racial disparities in guideline-directed medical therapy (GDMT) for heart failure with reduced ejection fraction (HFrEF) have not been fully documented in a community setting. METHODS In the ARIC Surveillance Study (2005-2014), we examined racial differences in GDMT at discharge, its temporal trends, and the prognostic impact among individuals with hospitalized HFrEF, using weighted regression models to account for sampling design. Optimal GDMT was defined as beta blockers (BB), mineralocorticoid receptor antagonist (MRA) and ACE inhibitors (ACEI) or angiotensin II receptor blockers (ARB). Acceptable GDMT included either one of BB, MRA, ACEI/ARB or hydralazine plus nitrates (H-N). RESULTS Of 16,455 (unweighted n = 3,669) HFrEF cases, 47% were Black. Only ~ 10% were discharged with optimal GDMT with higher proportion in Black than White individuals (11.1% vs. 8.6%, p < 0.001). BB use was > 80% in both racial groups while Black individuals were more likely to receive ACEI/ARB (62.0% vs. 54.6%) and MRA (18.0% vs. 13.8%) than Whites, with a similar pattern for H-N (21.8% vs. 10.1%). There was a trend of decreasing use of optimal GDMT in both groups, with significant decline of ACEI/ARB use in Whites (- 2.8% p < 0.01) but increasing H-N use in both groups (+ 6.5% and + 9.2%, p < 0.01). Only ACEI/ARB and BB were associated with lower 1-year mortality. CONCLUSIONS Optimal GDMT was prescribed in only ~ 10% of HFrEF patients at discharge but was more so in Black than White individuals. ACEI/ARB use declined in Whites while H-N use increased in both races. GDMT utilization, particularly ACEI/ARB, should be improved in Black and Whites individuals with HFrEF.
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Affiliation(s)
- Lena Mathews
- Division of Cardiology, Department of Medicine, Johns Hopkins School of Medicine, 600 North Wolfe Street Blalock 524D, Baltimore, MD, 21287, USA.
- Welch Center for Prevention, Epidemiology and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA.
| | - Ning Ding
- Welch Center for Prevention, Epidemiology and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Yingying Sang
- Welch Center for Prevention, Epidemiology and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Laura R Loehr
- Division of General Medicine and Clinical Epidemiology, Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Jung-Im Shin
- Welch Center for Prevention, Epidemiology and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Naresh M Punjabi
- Welch Center for Prevention, Epidemiology and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
- Division of Pulmonary and Critical Care, Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Alain G Bertoni
- Department of Epidemiology and Prevention, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Deidra C Crews
- Welch Center for Prevention, Epidemiology and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
- Division of Nephrology, Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD, USA
- Johns Hopkins Center for Health Equity, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Wayne D Rosamond
- Division of General Medicine and Clinical Epidemiology, Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Josef Coresh
- Welch Center for Prevention, Epidemiology and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Chiadi E Ndumele
- Division of Cardiology, Department of Medicine, Johns Hopkins School of Medicine, 600 North Wolfe Street Blalock 524D, Baltimore, MD, 21287, USA
- Welch Center for Prevention, Epidemiology and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
- Johns Hopkins Center for Health Equity, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Kunihiro Matsushita
- Division of Cardiology, Department of Medicine, Johns Hopkins School of Medicine, 600 North Wolfe Street Blalock 524D, Baltimore, MD, 21287, USA
- Welch Center for Prevention, Epidemiology and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Patricia P Chang
- Division of General Medicine and Clinical Epidemiology, Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Division of Cardiology, Department of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
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