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Zuo Y, NaveenKumar SK, Navaz S, Liang W, Sugur K, Kmetova K, Ayers CR, Kluge L, Chong E, Shah AM, Rohatgi A, Berry JD, Knight JS, de Lemos JA. Epidemiological and Translational Study of Calprotectin and Atherosclerotic Cardiovascular Disease. JAMA Cardiol 2025:2833589. [PMID: 40332890 PMCID: PMC12060021 DOI: 10.1001/jamacardio.2025.0945] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/17/2024] [Accepted: 03/04/2025] [Indexed: 05/08/2025]
Abstract
Importance Innate immunity, particularly neutrophil activation, plays a crucial role in the pathogenesis of atherosclerotic cardiovascular disease (ASCVD). The potential of calprotectin, a biomarker of neutrophil activation, as a mechanistically informed biomarker for ASCVD in an ethnically diverse population requires further investigation. Objective To examine the prospective association between circulating calprotectin and ASCVD in a diverse, population-based cohort while also exploring calprotectin's mechanistic contributions to ASCVD in vitro. Design, Setting, and Participants Circulating calprotectin was measured in plasma collected from 2412 participants during phase 2 of the Dallas Heart Study, a multiethnic, population-based cohort study. The median follow-up after plasma collection was 8 years. Main Outcomes and Measures Associations with future ASCVD events (defined as first nonfatal myocardial infarction, nonfatal stroke, coronary revascularization, or death from a cardiovascular cause) were assessed using Cox proportional hazards models, adjusted for known cardiovascular disease risk factors as well as high-sensitivity C-reactive protein (hs-CRP), N-terminal pro-brain natriuretic peptide (NT-proBNP), and high-sensitivity cardiac troponin T (hs-cTnT). Results Higher calprotectin levels were associated with older age, male sex, Black race, hypertension, diabetes, and smoking history. Individuals with higher calprotectin had higher hemoglobin A1c, very low-density lipoprotein cholesterol, and triglycerides, and lower high-density lipoprotein cholesterol and cholesterol efflux capacity. Log-transformed calprotectin levels were associated with an increased risk of ASCVD events over 8 years (hazard ratio [HR], 1.98 per log increase [95% CI, 1.54-2.53]). This association remained statistically significant after adjusting for prior ASCVD and traditional risk factors (HR, 1.61 [95% CI, 1.22-2.13]) and hs-CRP, NT-proBNP, and hs-cTnT (HR, 1.43 [95% CI, 1.04-1.96]). Higher calprotectin also correlated with higher coronary artery calcium scores (P < .001). In vitro studies revealed that calprotectin impaired coronary endothelial integrity, diminished nitric oxide production, and fostered endothelial to mesenchymal transition, providing potential mechanisms for ASCVD progression. Conclusions and Relevance The findings suggest that calprotectin may serve as a mechanistically informed biomarker for ASCVD, independent of traditional and contemporary cardiovascular risk factors and biomarkers. However, its clinical utility warrants further evaluation.
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Affiliation(s)
- Yu Zuo
- Division of Rheumatology, Department of Internal Medicine, University of Michigan, Ann Arbor
| | | | - Sherwin Navaz
- Division of Rheumatology, Department of Internal Medicine, University of Michigan, Ann Arbor
| | - Wenying Liang
- Division of Rheumatology, Department of Internal Medicine, University of Michigan, Ann Arbor
| | - Kavya Sugur
- Division of Rheumatology, Department of Internal Medicine, University of Michigan, Ann Arbor
| | - Katarina Kmetova
- Division of Rheumatology, Department of Internal Medicine, University of Michigan, Ann Arbor
| | - Colby R. Ayers
- Division of Cardiology, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas
| | - Lyndsay Kluge
- Division of Rheumatology, Department of Internal Medicine, University of Michigan, Ann Arbor
| | - Emily Chong
- Division of Rheumatology, Department of Internal Medicine, University of Michigan, Ann Arbor
| | - Amil M. Shah
- Division of Cardiology, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas
| | - Anand Rohatgi
- Division of Cardiology, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas
| | - Jarett D. Berry
- Department of Internal Medicine, University of Texas at Tyler
| | - Jason S. Knight
- Division of Rheumatology, Department of Internal Medicine, University of Michigan, Ann Arbor
| | - James A. de Lemos
- Division of Cardiology, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas
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Zahid S, Schlamp F, Gildea MA, Lin BX, Chaloemtoem A, Falis M, Parikh M, Fisher EA, Hornemann T, Vaisar T, Heffron SP. High-Density Lipoprotein Lipid and Protein Cargo and Cholesterol Efflux Capacity Before and After Bariatric Surgery. Arterioscler Thromb Vasc Biol 2025; 45:e48-e62. [PMID: 39744840 PMCID: PMC11808664 DOI: 10.1161/atvbaha.124.321686] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2024] [Accepted: 12/02/2024] [Indexed: 01/24/2025]
Abstract
BACKGROUND Cholesterol efflux capacity (CEC) of HDL (high-density lipoprotein) is inversely associated with incident cardiovascular events, independent of HDL cholesterol. Obesity is characterized by low HDL cholesterol and impaired HDL function, such as CEC. Bariatric surgery, including Roux-en-Y gastric bypass (RYGB) and sleeve gastrectomy (SG), broadly leads to improved cardiovascular outcomes, but impacts on risk factors differ by procedure, with greater improvements in weight loss, blood pressure, and glycemic control after RYGB, but greater improvements in HDL cholesterol and CEC levels after SG. This study sought to determine effects of RYGB and SG on HDL protein and lipid cargo and investigate associations with CEC changes. METHODS We prospectively studied nondiabetic, premenopausal Hispanic women with severe obesity not using lipid medications undergoing RYGB (n=31) or SG (n=36). Anthropometric measurements and blood sampling were obtained before and at 6 and 12 months after surgery. HDL was isolated from plasma, and quantitative proteomic and lipidomic assessments were performed with LC-MS/MS (liquid chromatography with tandem mass spectrometry). CEC was assessed ex vivo using apoB-depleted serum. RESULTS Participants experienced similar, significant weight loss over 12 months following bariatric surgery (38.0±10.4 kg) regardless of the procedure. Relative quantities of 47 proteins (34 increased, 13 decreased) and 150 lipids (71 increased, 79 decreased) carried on HDL were significantly altered following either surgical procedure. Proteins with similar aggregate response patterns were clustered into 15 groups (5 increased, 5 decreased, 5 minimal change) and lipids with similar aggregate responses into 25 groups (7 increased, 11 decreased, 7 minimal change). Network mediation analyses suggested that changes in 4 protein and 2 lipid clusters mediated changes in ABCA1 (ATP-binding cassette transporter A1) CEC and that 1 lipid cluster mediated changes in non-ABCA1 CEC. The protein and lipid clusters that mediated changes in CEC were distinct between SG and RYGB. CONCLUSIONS Bariatric surgery produces substantial changes in HDL lipid and protein cargo, and specific changes may mediate changes in HDL function in CEC. Further study of these mechanisms may lead to improved interventions to reduce cardiovascular risk in patients with obesity.
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Affiliation(s)
- Sohail Zahid
- Department of Medicine, Leon H. Charney Division of Cardiology (S.Z., B.-X.L., A.C., M.F., E.A.F., S.P.H.), New York University Langone Medical Center
| | - Florencia Schlamp
- NYU Cardiovascular Research Center (F.S., M.A.G., E.A.F., S.P.H.), New York University Langone Medical Center
| | - Michael A Gildea
- NYU Cardiovascular Research Center (F.S., M.A.G., E.A.F., S.P.H.), New York University Langone Medical Center
| | - Bing-Xue Lin
- Department of Medicine, Leon H. Charney Division of Cardiology (S.Z., B.-X.L., A.C., M.F., E.A.F., S.P.H.), New York University Langone Medical Center
| | - Ariya Chaloemtoem
- Department of Medicine, Leon H. Charney Division of Cardiology (S.Z., B.-X.L., A.C., M.F., E.A.F., S.P.H.), New York University Langone Medical Center
| | - Marcin Falis
- Department of Medicine, Leon H. Charney Division of Cardiology (S.Z., B.-X.L., A.C., M.F., E.A.F., S.P.H.), New York University Langone Medical Center
| | - Manish Parikh
- Department of Surgery, New York University Langone Medical Center (M.P.)
| | - Edward A Fisher
- Department of Medicine, Leon H. Charney Division of Cardiology (S.Z., B.-X.L., A.C., M.F., E.A.F., S.P.H.), New York University Langone Medical Center
- NYU Cardiovascular Research Center (F.S., M.A.G., E.A.F., S.P.H.), New York University Langone Medical Center
- NYU Center for the Prevention of Cardiovascular Disease (E.A.F., S.P.H.), New York University Langone Medical Center
| | | | - Tomas Vaisar
- Department of Medicine, Division of Metabolism, Endocrinology and Nutrition, University of Washington Medicine, Seattle (T.V.)
| | - Sean P Heffron
- Department of Medicine, Leon H. Charney Division of Cardiology (S.Z., B.-X.L., A.C., M.F., E.A.F., S.P.H.), New York University Langone Medical Center
- NYU Cardiovascular Research Center (F.S., M.A.G., E.A.F., S.P.H.), New York University Langone Medical Center
- NYU Center for the Prevention of Cardiovascular Disease (E.A.F., S.P.H.), New York University Langone Medical Center
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Kempegowda SN, Sugur K, Thimmulappa RK. Dysfunctional HDL Diagnostic Metrics for Cardiovascular Disease Risk Stratification: Are we Ready to Implement in Clinics? J Cardiovasc Transl Res 2025; 18:169-184. [PMID: 39298091 DOI: 10.1007/s12265-024-10559-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/12/2024] [Accepted: 09/09/2024] [Indexed: 09/21/2024]
Abstract
Epidemiological studies have revealed that patients with higher levels of high-density lipoprotein cholesterol (HDL-C) were more resistant to cardiovascular diseases (CVD), and yet targeting HDL for CVD prevention, risk assessment, and pharmacological management has not proven to be very effective. The mechanistic investigations have demonstrated that HDL exerts anti-atherogenic functions via mediating reverse cholesterol transport, antioxidant action, anti-inflammatory activity, and anti-thrombotic activity. Contrary to expectations, however, adverse cardiovascular events were reported in clinical trials of drugs that raised HDL levels. This has sparked a debate between HDL quantity and quality. Patients with atherosclerotic CVD are associated with dysfunctional HDL, and the degree of HDL dysfunction is correlated with the severity of the disease, independent of HDL-C levels. This growing body of evidence has underscored the need for integrating HDL functional assays in clinical practice for CVD risk management. Because HDL exerts diverse athero-protective functions, there is no single method for capturing HDL functionality. This review critically evaluates the various techniques currently being used for monitoring HDL functionality and discusses key structural changes in HDL indicative of dysfunctional HDL and the technical challenges that need to be addressed to enable the integration of HDL function-based metrics in clinical practice for CVD risk estimation and the development of newer therapies targeting HDL function.
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Affiliation(s)
- Swetha N Kempegowda
- Department of Biochemistry, Centre of Excellence in Molecular Biology & Regenerative Medicine, JSS Medical College, JSS Academy of Higher Education & Research, Mysore, Karnataka, 570015, India
| | - Kavya Sugur
- Department of Biochemistry, Centre of Excellence in Molecular Biology & Regenerative Medicine, JSS Medical College, JSS Academy of Higher Education & Research, Mysore, Karnataka, 570015, India
| | - Rajesh K Thimmulappa
- Department of Biochemistry, Centre of Excellence in Molecular Biology & Regenerative Medicine, JSS Medical College, JSS Academy of Higher Education & Research, Mysore, Karnataka, 570015, India.
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Endo Y, Teramoto M, Arakawa J, Ukita S, Toshima G, Suenaga Y, Sasaki K, Ayaori M, Nakayama H, Inoue Y, Ikewaki K. Obstructive sleep apnea syndrome attenuated high-density lipoprotein function. J Clin Lipidol 2024; 18:e1035-e1045. [PMID: 39294021 DOI: 10.1016/j.jacl.2024.05.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2024] [Revised: 05/27/2024] [Accepted: 05/31/2024] [Indexed: 09/20/2024]
Abstract
BACKGROUND Obstructive sleep apnea (OSA) is associated with an increased risk of cardiovascular disease. High-density lipoproteins (HDLs) exert anti-atherogenic effects, even on cholesterol efflux capacity (CEC). The HDL proteome is reportedly altered in patients with coronary artery disease. OBJECTIVE We hypothesized that OSA attenuates HDL function through an altered HDL proteome, which could be alleviated by continuous positive airway pressure (CPAP) therapy. METHODS Patients aged ≥ 20 years (n = 115) with suspected OSA were enrolled in this cross-sectional study, with 34 patients diagnosed with moderate and severe OSA included in the interventional study and treated with CPAP therapy for 12 weeks. To further investigate the HDL proteome in OSA, we conducted a discovery study by analyzing HDL proteomes in 10 patients. RESULTS In this study, CEC was significantly lower in the sleep apnea syndrome (SAS) group (apnea-hypopnea index [AHI] ≥ 5) than in the non-SAS group (AHI < 5; 0.96 ± 0.14 vs. 1.06 ± 0.15, p = 0.01). Multiple regression analysis revealed that minimal pulse oxygen saturation (MinSpO2) was positively correlated with CEC. In the interventional study, 12-week CPAP therapy did not affect CEC. We identified orosomucoid 1 (ORM1), an acute-phase inflammatory molecule, as a candidate protein for OSA-induced HDL dysfunction. Further validation study revealed that serum ORM1 levels were inversely associated with CEC, independent of HDL-cholesterol and high-sensitivity C-reactive protein. CONCLUSIONS HDL function was impaired in patients with OSA and a reduced CEC. However, CPAP therapy did not affect CEC. An altered HDL proteome, particularly with increased ORM1 levels, may be associated with impaired HDL function. TRIAL REGISTRATION This clinical study was registered with the University Hospital Medical Information Network Clinical Trials Registry (UMIN000025335 and UMIN000025341).
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Affiliation(s)
- Yasuhiro Endo
- Division of Anti-aging and Vascular Medicine, Department of Internal Medicine, National Defense Medical College, Saitama, Japan (Drs Endo, Teramoto, Arakawa, Suenaga, Sasaki, and Ikewaki); Division of Environmental Medicine, National Defense Medical College Research Institute, 3-2 Namiki, Tokorozawa, Saitama, Japan (Dr Endo).
| | - Manami Teramoto
- Division of Anti-aging and Vascular Medicine, Department of Internal Medicine, National Defense Medical College, Saitama, Japan (Drs Endo, Teramoto, Arakawa, Suenaga, Sasaki, and Ikewaki)
| | - Junko Arakawa
- Division of Anti-aging and Vascular Medicine, Department of Internal Medicine, National Defense Medical College, Saitama, Japan (Drs Endo, Teramoto, Arakawa, Suenaga, Sasaki, and Ikewaki)
| | - Shoko Ukita
- Biostatistics Unit, Clinical and Translational Research Center, Keio University Hospital, Tokyo, Japan (Drs Ukita and Toshima)
| | - Genta Toshima
- Biostatistics Unit, Clinical and Translational Research Center, Keio University Hospital, Tokyo, Japan (Drs Ukita and Toshima)
| | - Yumiko Suenaga
- Division of Anti-aging and Vascular Medicine, Department of Internal Medicine, National Defense Medical College, Saitama, Japan (Drs Endo, Teramoto, Arakawa, Suenaga, Sasaki, and Ikewaki)
| | - Kei Sasaki
- Division of Anti-aging and Vascular Medicine, Department of Internal Medicine, National Defense Medical College, Saitama, Japan (Drs Endo, Teramoto, Arakawa, Suenaga, Sasaki, and Ikewaki)
| | | | - Hideaki Nakayama
- Department of Somnology, Tokyo Medical University, Tokyo, Japan (Dr Nakayama)
| | - Yuichi Inoue
- Japan Somnology Center, Institute of Neuropsychiatry, Tokyo, Japan (Dr Inoue)
| | - Katsunori Ikewaki
- Division of Anti-aging and Vascular Medicine, Department of Internal Medicine, National Defense Medical College, Saitama, Japan (Drs Endo, Teramoto, Arakawa, Suenaga, Sasaki, and Ikewaki)
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5
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Nair L, Asuzu P, Dagogo-Jack S. Ethnic Disparities in the Risk Factors, Morbidity, and Mortality of Cardiovascular Disease in People With Diabetes. J Endocr Soc 2024; 8:bvae116. [PMID: 38911352 PMCID: PMC11192623 DOI: 10.1210/jendso/bvae116] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/12/2024] [Indexed: 06/25/2024] Open
Abstract
Cardiovascular disease (CVD) is the leading cause of death in people with diabetes. Compared with European Americans, African Americans have more favorable lipid profiles, as indicated by higher high-density lipoprotein cholesterol, lower triglycerides, and less dense low-density lipoprotein particles. The less atherogenic lipid profile translates to lower incidence and prevalence of CVD in African Americans with diabetes, despite higher rates of hypertension and obesity. However, African Americans with CVD experience worse clinical outcomes, including higher mortality, compared with European Americans. This mini-review summarizes the epidemiology, pathophysiology, mechanisms, and management of CVD in people with diabetes, focusing on possible factors underlying the "African American CVD paradox" (lower CVD incidence/prevalence but worse outcomes). Although the reasons for the disparities in CVD outcomes remain to be fully elucidated, we present a critical appraisal of the roles of suboptimal control of risk factors, inequities in care delivery, several biological factors, and psychosocial stress. We identify gaps in current knowledge and propose areas for future investigation.
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Affiliation(s)
- Lekshmi Nair
- Department of Medicine, Division of Endocrinology, Diabetes and Metabolism, University of Tennessee Health Science Center, Memphis, TN 38163, USA
| | - Peace Asuzu
- Department of Medicine, Division of Endocrinology, Diabetes and Metabolism, University of Tennessee Health Science Center, Memphis, TN 38163, USA
| | - Sam Dagogo-Jack
- Department of Medicine, Division of Endocrinology, Diabetes and Metabolism, University of Tennessee Health Science Center, Memphis, TN 38163, USA
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Giacona JM, Petric UB, Kositanurit W, Wang J, Saldanha S, Young BE, Khan G, Connelly MA, Smith SA, Rohatgi A, Vongpatanasin W. HDL-C and apolipoprotein A-I are independently associated with skeletal muscle mitochondrial function in healthy humans. Am J Physiol Heart Circ Physiol 2024; 326:H916-H922. [PMID: 38334968 PMCID: PMC11279711 DOI: 10.1152/ajpheart.00017.2024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/05/2024] [Revised: 02/01/2024] [Accepted: 02/04/2024] [Indexed: 02/10/2024]
Abstract
Prior animal and cell studies have demonstrated a direct role of high-density lipoprotein (HDL) and apolipoprotein A-I (ApoA-I) in enhancing skeletal muscle mitochondrial function and exercise capacity. However, the relevance of these animal and cell investigations in humans remains unknown. Therefore, a cross-sectional study was conducted in 48 adults (67% female, 8% Black participants, age 39 ± 15.4 yr old) to characterize the associations between HDL measures, ApoA-I, and muscle mitochondrial function. Forearm muscle oxygen recovery time (tau) from postexercise recovery kinetics was used to assess skeletal muscle mitochondrial function. Lipoprotein measures were assessed by nuclear magnetic resonance. HDL efflux capacity was assessed using J774 macrophages, radiolabeled cholesterol, and apolipoprotein B-depleted plasma both with and without added cyclic adenosine monophosphate. In univariate analyses, faster skeletal muscle oxygen recovery time (lower tau) was significantly associated with higher levels of HDL cholesterol (HDL-C), ApoA-I, and larger mean HDL size, but not HDL cholesterol efflux capacity. Slower recovery time (higher tau) was positively associated with body mass index (BMI) and fasting plasma glucose (FPG). In multivariable linear regression analyses, higher levels of HDL-C and ApoA-I, as well as larger HDL size, were independently associated with faster skeletal muscle oxygen recovery times that persisted after adjusting for BMI and FPG (all P < 0.05). In conclusion, higher levels of HDL-C, ApoA-I, and larger mean HDL size were independently associated with enhanced skeletal muscle mitochondrial function in healthy humans.NEW & NOTEWORTHY Our study provides the first direct evidence supporting the beneficial role of HDL-C and ApoA-I on enhanced skeletal muscle mitochondrial function in healthy young to middle-aged humans without cardiometabolic disease.
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Affiliation(s)
- John M Giacona
- Hypertension Section, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, Texas, United States
- Department of Applied Clinical Research, School of Health Professions, University of Texas Southwestern Medical Center, Dallas, Texas, United States
- Cardiology Division, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, Texas, United States
| | - Ursa B Petric
- Hypertension Section, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, Texas, United States
| | - Weerapat Kositanurit
- Hypertension Section, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, Texas, United States
- Department of Physiology, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Jijia Wang
- Department of Applied Clinical Research, School of Health Professions, University of Texas Southwestern Medical Center, Dallas, Texas, United States
| | - Suzanne Saldanha
- Cardiology Division, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, Texas, United States
| | - Benjamin E Young
- Department of Applied Clinical Research, School of Health Professions, University of Texas Southwestern Medical Center, Dallas, Texas, United States
| | - Ghazi Khan
- Hypertension Section, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, Texas, United States
| | | | - Scott A Smith
- Department of Applied Clinical Research, School of Health Professions, University of Texas Southwestern Medical Center, Dallas, Texas, United States
| | - Anand Rohatgi
- Cardiology Division, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, Texas, United States
| | - Wanpen Vongpatanasin
- Hypertension Section, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, Texas, United States
- Cardiology Division, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, Texas, United States
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Vekic J, Stromsnes K, Mazzalai S, Zeljkovic A, Rizzo M, Gambini J. Oxidative Stress, Atherogenic Dyslipidemia, and Cardiovascular Risk. Biomedicines 2023; 11:2897. [PMID: 38001900 PMCID: PMC10669174 DOI: 10.3390/biomedicines11112897] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2023] [Revised: 10/20/2023] [Accepted: 10/23/2023] [Indexed: 11/26/2023] Open
Abstract
Oxidative stress is the consequence of an overproduction of reactive oxygen species (ROS) that exceeds the antioxidant defense mechanisms. Increased levels of ROS contribute to the development of cardiovascular disorders through oxidative damage to macromolecules, particularly by oxidation of plasma lipoproteins. One of the most prominent features of atherogenic dyslipidemia is plasma accumulation of small dense LDL (sdLDL) particles, characterized by an increased susceptibility to oxidation. Indeed, a considerable and diverse body of evidence from animal models and epidemiological studies was generated supporting oxidative modification of sdLDL particles as the earliest event in atherogenesis. Lipid peroxidation of LDL particles results in the formation of various bioactive species that contribute to the atherosclerotic process through different pathophysiological mechanisms, including foam cell formation, direct detrimental effects, and receptor-mediated activation of pro-inflammatory signaling pathways. In this paper, we will discuss recent data on the pathophysiological role of oxidative stress and atherogenic dyslipidemia and their interplay in the development of atherosclerosis. In addition, a special focus will be placed on the clinical applicability of novel, promising biomarkers of these processes.
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Affiliation(s)
- Jelena Vekic
- Department of Medical Biochemistry, University of Belgrade-Faculty of Pharmacy, 11000 Belgrade, Serbia; (J.V.); (A.Z.)
| | - Kristine Stromsnes
- Department of Physiology, Faculty of Medicine, University of Valencia, 46010 Valencia, Spain; (K.S.); (S.M.); (J.G.)
| | - Stefania Mazzalai
- Department of Physiology, Faculty of Medicine, University of Valencia, 46010 Valencia, Spain; (K.S.); (S.M.); (J.G.)
| | - Aleksandra Zeljkovic
- Department of Medical Biochemistry, University of Belgrade-Faculty of Pharmacy, 11000 Belgrade, Serbia; (J.V.); (A.Z.)
| | - Manfredi Rizzo
- Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties, University of Palermo, 90100 Palermo, Italy
| | - Juan Gambini
- Department of Physiology, Faculty of Medicine, University of Valencia, 46010 Valencia, Spain; (K.S.); (S.M.); (J.G.)
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Hunter WG, Smith AG, Pinto RC, Saldanha S, Gangwar A, Pahlavani M, Deodhar S, Wilkins J, Pandey A, Herrington D, Greenland P, Tzoulaki I, Rohatgi A. Metabolomic Profiling of Cholesterol Efflux Capacity in a Multiethnic Population: Insights From MESA. Arterioscler Thromb Vasc Biol 2023; 43:2030-2041. [PMID: 37615111 PMCID: PMC10521786 DOI: 10.1161/atvbaha.122.318222] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2022] [Accepted: 07/07/2023] [Indexed: 08/25/2023]
Abstract
BACKGROUND Impaired cholesterol efflux capacity (CEC) is a novel lipid metabolism trait associated with atherosclerotic cardiovascular disease. Mechanisms underlying CEC variation are unknown. We evaluated associations of circulating metabolites with CEC to advance understanding of metabolic pathways involved in cholesterol efflux regulation. METHODS Participants enrolled in the MESA (Multi-Ethnic Study of Atherosclerosis) who underwent nuclear magnetic resonance metabolome profiling and CEC measurement (N=3543) at baseline were included. Metabolite associations with CEC were evaluated using standard linear regression analyses. Repeated ElasticNet and multilayer perceptron regression were used to assess metabolite profile predictive performance for CEC. Features important for CEC prediction were identified using Shapley Additive Explanations values. RESULTS Greater CEC was significantly associated with metabolite clusters composed of the largest-sized particle subclasses of VLDL (very-low-density lipoprotein) and HDL (high-density lipoprotein), as well as their constituent apo A1, apo A2, phospholipid, and cholesterol components (β=0.072-0.081; P<0.001). Metabolite profiles had poor accuracy for predicting in vitro CEC in linear and nonlinear analyses (R2<0.02; Spearman ρ<0.18). The most important feature for CEC prediction was race, with Black participants having significantly lower CEC compared with other races. CONCLUSIONS We identified independent associations among CEC, the largest-sized particle subclasses of VLDL and HDL, and their constituent apolipoproteins and lipids. A large proportion of variation in CEC remained unexplained by metabolites and traditional clinical risk factors, supporting further investigation into genomic, proteomic, and phospholipidomic determinants of CEC.
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Affiliation(s)
- Wynn G. Hunter
- Division of Cardiology, Department of Medicine, University of Texas Southwestern School of Medicine, Dallas (W.G.H., S.S., A.G., M.P., S.D., A.P., A.R.)
| | - Alexander G. Smith
- MRC Centre for Environment and Health, Department of Epidemiology and Biostatistics, School of Public Health (A.G.S., R.C.P., I.T.), Imperial College London, United Kingdom
| | - Rui C. Pinto
- MRC Centre for Environment and Health, Department of Epidemiology and Biostatistics, School of Public Health (A.G.S., R.C.P., I.T.), Imperial College London, United Kingdom
- UK Dementia Research Institute (R.C.P), Imperial College London, United Kingdom
| | - Suzanne Saldanha
- Division of Cardiology, Department of Medicine, University of Texas Southwestern School of Medicine, Dallas (W.G.H., S.S., A.G., M.P., S.D., A.P., A.R.)
| | - Anamika Gangwar
- Division of Cardiology, Department of Medicine, University of Texas Southwestern School of Medicine, Dallas (W.G.H., S.S., A.G., M.P., S.D., A.P., A.R.)
| | - Mandana Pahlavani
- Division of Cardiology, Department of Medicine, University of Texas Southwestern School of Medicine, Dallas (W.G.H., S.S., A.G., M.P., S.D., A.P., A.R.)
| | - Sneha Deodhar
- Division of Cardiology, Department of Medicine, University of Texas Southwestern School of Medicine, Dallas (W.G.H., S.S., A.G., M.P., S.D., A.P., A.R.)
| | - John Wilkins
- Division of Cardiology, Department of Medicine, and Department of Preventive Medicine, Feinberg School of Medicine, Chicago, IL (J.W., P.G.)
| | - Ambarish Pandey
- Division of Cardiology, Department of Medicine, University of Texas Southwestern School of Medicine, Dallas (W.G.H., S.S., A.G., M.P., S.D., A.P., A.R.)
| | - David Herrington
- Department of Medicine, Wake Forest School of Medicine, Winston-Salem, NC (D.H.)
| | - Philip Greenland
- Division of Cardiology, Department of Medicine, and Department of Preventive Medicine, Feinberg School of Medicine, Chicago, IL (J.W., P.G.)
| | - Ioanna Tzoulaki
- MRC Centre for Environment and Health, Department of Epidemiology and Biostatistics, School of Public Health (A.G.S., R.C.P., I.T.), Imperial College London, United Kingdom
- BHF Centre of Excellence (I.T.), Imperial College London, United Kingdom
- Department of Hygiene and Epidemiology, University of Ioannina School of Medicine, Greece (I.T.)
| | - Anand Rohatgi
- Division of Cardiology, Department of Medicine, University of Texas Southwestern School of Medicine, Dallas (W.G.H., S.S., A.G., M.P., S.D., A.P., A.R.)
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9
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Lioy B, Webb RJ, Amirabdollahian F. The Association between the Atherogenic Index of Plasma and Cardiometabolic Risk Factors: A Review. Healthcare (Basel) 2023; 11:healthcare11070966. [PMID: 37046893 PMCID: PMC10094587 DOI: 10.3390/healthcare11070966] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Revised: 03/22/2023] [Accepted: 03/24/2023] [Indexed: 03/30/2023] Open
Abstract
Background: Metabolic syndrome (MetS) is a condition caused by a combination of cardiometabolic risk factors (CMR). MetS leads to type 2 diabetes mellitus (T2DM) and cardiovascular disease (CVD), both of which place a burden on not only the patients but also the healthcare system. Diagnostic criteria for MetS vary, and there is no universal tool to detect it. Recently, many studies have found positive associations between the atherogenic index of plasma (AIP) and some CMR factors. Therefore, a comprehensive review was needed to recapitulate these studies and qualitatively estimate the likelihood of AIP being associated with CMR. We aimed to review and summarise observational data on AIP and CMR factors and verify their association. Materials and Methods: A review of observational studies was conducted by searching “atherogenic index of plasma” in PubMed, One Search, and the Cochrane library. A total of 2068 articles were screened, and 32 were included after excluding paediatric, non-human and interventional studies, and those carried out on cohorts with conditions unrelated to MetS or on lipid-lowering medication. The Newcastle-Ottawa scale was used to assess their quality. Results: Most studies that reported high waist circumference (WC), triglycerides (TG), insulin resistance (IR) and low high-density lipoprotein cholesterol (HDL-C) concentration, also reported high AIP. Few studies investigated blood pressure (BP) and some discrepancies existed between their results. Conclusion: AIP may be associated with WC, TG, IR, and HDL-C. It is unclear if AIP is associated with BP. The current study’s results should be used to inform futureward a meta-analysis to be seen quantitatively. It is also recommended that more cohort studies stratified by gender and ethnicity be performed to ascertain if AIP can predict MetS before it manifests.
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10
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Schachtl-Riess JF, Schönherr S, Lamina C, Forer L, Coassin S, Streiter G, Kheirkhah A, Li Y, Meiselbach H, Di Maio S, Eckardt KU, Köttgen A, Kronenberg F. KLKB1 and CLSTN2 are associated with HDL-mediated cholesterol efflux capacity in a genome-wide association study. Atherosclerosis 2023; 368:1-11. [PMID: 36812656 DOI: 10.1016/j.atherosclerosis.2023.01.022] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Revised: 01/06/2023] [Accepted: 01/26/2023] [Indexed: 02/04/2023]
Abstract
BACKGROUND AND AIMS HDL-mediated cholesterol efflux capacity (CEC) may protect from cardiovascular disease. Thus, we aimed to identify its genetic and non-genetic determinants. METHODS We measured CEC to 2% apolipoprotein B-depleted serum using BODIPY-cholesterol and cAMP-stimulated J774A.1 macrophages using serum samples from 4,981 participants in the German Chronic Kidney Disease (GCKD) study. Variance of CEC explained by clinical and biochemical parameters in a multivariable linear regression model was calculated by proportional marginal variance decomposition. A genome-wide association study with 7,746,917 variants was performed based on an additive genetic model. The main model was adjusted for age, sex and principal components 1-10. Further models were selected for sensitivity analysis and to reduce residual variance by known CEC pathways. RESULTS Variables that explained 1% and more of the variance of CEC were concentrations of triglycerides (12.9%), HDL-cholesterol (11.8%), LDL-cholesterol (3.0%), apolipoprotein A-IV (2.8%), PCSK9 (1.0%), and eGFR (1.0%). The KLKB1 (chr4) and APOE/C1 (chr19) loci were genome-wide significantly (p < 5x10-8) associated with CEC in our main model (p = 8.8x10-10 and p = 3.3x10-10, respectively). KLKB1 remained significantly associated after additional adjustment for either kidney parameters, HDL-cholesterol, triglycerides or apolipoprotein A-IV concentrations, while the APOE/C1 locus was not significantly associated anymore after adjustment for triglycerides. Adjustment for triglycerides also revealed an association with the CLSTN2 locus (chr3; p = 6.0x10-9). CONCLUSIONS We identified HDL-cholesterol and triglycerides as the main determinants of CEC. Furthermore, we newly found a significant association of CEC with the KLKB1 and the CLSTN2 locus and confirmed the association with the APOE/C1 locus, likely mediated by triglycerides.
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Affiliation(s)
- Johanna F Schachtl-Riess
- Institute of Genetic Epidemiology, Department of Genetics, Medical University of Innsbruck, Innsbruck, Austria
| | - Sebastian Schönherr
- Institute of Genetic Epidemiology, Department of Genetics, Medical University of Innsbruck, Innsbruck, Austria
| | - Claudia Lamina
- Institute of Genetic Epidemiology, Department of Genetics, Medical University of Innsbruck, Innsbruck, Austria
| | - Lukas Forer
- Institute of Genetic Epidemiology, Department of Genetics, Medical University of Innsbruck, Innsbruck, Austria
| | - Stefan Coassin
- Institute of Genetic Epidemiology, Department of Genetics, Medical University of Innsbruck, Innsbruck, Austria
| | - Gertraud Streiter
- Institute of Genetic Epidemiology, Department of Genetics, Medical University of Innsbruck, Innsbruck, Austria
| | - Azin Kheirkhah
- Institute of Genetic Epidemiology, Department of Genetics, Medical University of Innsbruck, Innsbruck, Austria
| | - Yong Li
- Institute of Genetic Epidemiology, Faculty of Medicine and Medical Center, University of Freiburg, Freiburg, Germany
| | - Heike Meiselbach
- Department of Nephrology and Hypertension, Friedrich-Alexander Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Silvia Di Maio
- Institute of Genetic Epidemiology, Department of Genetics, Medical University of Innsbruck, Innsbruck, Austria
| | - Kai-Uwe Eckardt
- Department of Nephrology and Hypertension, Friedrich-Alexander Universität Erlangen-Nürnberg, Erlangen, Germany; Department of Nephrology and Medical Intensive Care, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Anna Köttgen
- Institute of Genetic Epidemiology, Faculty of Medicine and Medical Center, University of Freiburg, Freiburg, Germany
| | - Florian Kronenberg
- Institute of Genetic Epidemiology, Department of Genetics, Medical University of Innsbruck, Innsbruck, Austria.
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11
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Mitu I, Dimitriu CD, Preda C, Mitu O, Costache II, Miftode RȘ, Ciocoiu M. The Importance of HDL-Cholesterol and Fat-Free Percentage as Protective Markers in Risk Factor Hierarchy for Patients with Metabolic Syndrome. Metabolites 2022; 12:metabo12121217. [PMID: 36557255 PMCID: PMC9784319 DOI: 10.3390/metabo12121217] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2022] [Revised: 11/25/2022] [Accepted: 11/30/2022] [Indexed: 12/12/2022] Open
Abstract
This research focused on establishing a hierarchy concerning the influence of various biological markers and body composition parameters on preventing, diagnosing and managing Metabolic Syndrome (MetS). Our cross-sectional cohort study included 104 subjects without any atherosclerotic antecedent pathology, organized in two groups (with and without MetS). All participants underwent clinical and anthropometric measurements, DEXA investigation and blood tests for all MetS criteria, together with adiponectin, leptin, insulin, uric acid and CRP. Based on mathematical logic, we calculated a normalized sensitivity score to compare the predictive power of biomarkers and parameters associated with MetS, upon the prevalence of MetS. Patients with MetS report higher levels of uric acid (p = 0.02), CRP (p = 0.012) and lower levels of adiponectin (p = 0.025) than patients without MetS. The top three biological markers with the highest predictive power of the prevalence of the disease are HDL, insulin, and adiponectin:leptin ratio, and the top three body composition parameters are trunk fat-free percentage, waist-height ratio and trunk fat percentage. Their high sensitivity scores differentiate them from all the other markers analysed in the study. Our findings report relevant scores for estimating the importance of cardiometabolic risks in the prevalence of MetS. The high rank of protective markers, HDL and trunk fat-free percentage, suggest that positive effects have a stronger association with the prevalence of MetS, than negative ones do. Therefore, this risk stratification study provides important support for prevention and management programs regarding MetS.
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Affiliation(s)
- Ivona Mitu
- Department of Morpho-Functional Sciences II, University of Medicine and Pharmacy “Grigore T. Popa”, 700115 Iasi, Romania
| | - Cristina-Daniela Dimitriu
- Department of Morpho-Functional Sciences II, University of Medicine and Pharmacy “Grigore T. Popa”, 700115 Iasi, Romania
| | - Cristina Preda
- Department of Endocrinology, University of Medicine and Pharmacy “Grigore T. Popa”, 700115 Iasi, Romania
| | - Ovidiu Mitu
- 1st Medical Department, University of Medicine and Pharmacy “Grigore T. Popa”, 700115 Iasi, Romania
- Correspondence: (O.M.); (R.-Ș.M.); Tel.: +40-745279714 (O.M.)
| | - Irina-Iuliana Costache
- 1st Medical Department, University of Medicine and Pharmacy “Grigore T. Popa”, 700115 Iasi, Romania
| | - Radu-Ștefan Miftode
- 1st Medical Department, University of Medicine and Pharmacy “Grigore T. Popa”, 700115 Iasi, Romania
- Correspondence: (O.M.); (R.-Ș.M.); Tel.: +40-745279714 (O.M.)
| | - Manuela Ciocoiu
- Department of Morpho-Functional Sciences II, University of Medicine and Pharmacy “Grigore T. Popa”, 700115 Iasi, Romania
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12
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Mietus-Snyder M, Suslovic W, Delaney M, Playford MP, Ballout RA, Barber JR, Otvos JD, DeBiasi RL, Mehta NN, Remaley AT. Changes in HDL cholesterol, particles, and function associate with pediatric COVID-19 severity. Front Cardiovasc Med 2022; 9:1033660. [PMID: 36312284 PMCID: PMC9597312 DOI: 10.3389/fcvm.2022.1033660] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Accepted: 09/21/2022] [Indexed: 11/17/2022] Open
Abstract
Background Myriad roles for high-density lipoprotein (HDL) beyond atheroprotection include immunologic functions implicated in the severity of coronavirus disease-2019 (COVID-19) in adults. We explored whether there is an association between HDL and COVID-19 severity in youth. Methods A pediatric cohort (N = 102), who tested positive for COVID-19 across a range of disease manifestations from mild or no symptoms, to acute severe symptoms, to the multisystem inflammatory syndrome of children (MIS-C) was identified. Clinical data were collected from the medical record and reserve plasma aliquots were assessed for lipoproteins by NMR spectroscopy and assayed for HDL functional cholesterol efflux capacity (CEC). Findings were compared by COVID-19 status and symptom severity. Lipoprotein, NMR spectroscopy and CEC data were compared with 30 outpatient COVID negative children. Results Decreasing HDL cholesterol (HDL-c), apolipoprotein AI (ApoA-I), total, large and small HDL particles and HDL CEC showed a strong and direct linear dose-response relationship with increasing severity of COVID-19 symptoms. Youth with mild or no symptoms closely resembled the uninfected. An atypical lipoprotein that arises in the presence of severe hepatic inflammation, lipoprotein Z (LP-Z), was absent in COVID-19 negative controls but identified more often in youth with the most severe infections and the lowest HDL parameters. The relationship between HDL CEC and symptom severity and ApoA-I remained significant in a multiply adjusted model that also incorporated age, race/ethnicity, the presence of LP-Z and of GlycA, a composite biomarker reflecting multiple acute phase proteins. Conclusion HDL parameters, especially HDL function, may help identify youth at risk of more severe consequences of COVID-19 and other novel infectious pathogens.
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Affiliation(s)
- Michele Mietus-Snyder
- Children's National Hospital, Washington, DC, United States
- The Children's National Clinical and Translational Science Institute, Washington, DC, United States
- Division of Cardiology, School of Medicine and Health Sciences, The George Washington University, Washington, DC, United States
- Department of Pediatrics, School of Medicine and Health Sciences, The George Washington University, Washington, DC, United States
| | | | - Meghan Delaney
- Children's National Hospital, Washington, DC, United States
- Department of Pediatrics, School of Medicine and Health Sciences, The George Washington University, Washington, DC, United States
- Division of Clinical and Laboratory Medicine, School of Medicine and Health Sciences, The George Washington University, Washington, DC, United States
| | - Martin P. Playford
- Cardiovascular and Pulmonary Branch, National Institutes of Health, Bethesda, MD, United States
| | - Rami A. Ballout
- Lipoprotein Metabolism Section, Translational Vascular Medicine Branch, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD, United States
| | - John R. Barber
- The Children's National Clinical and Translational Science Institute, Washington, DC, United States
| | - James D. Otvos
- Lipoprotein Metabolism Section, Translational Vascular Medicine Branch, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD, United States
| | - Roberta L. DeBiasi
- Children's National Hospital, Washington, DC, United States
- The Children's National Clinical and Translational Science Institute, Washington, DC, United States
- Department of Pediatrics, School of Medicine and Health Sciences, The George Washington University, Washington, DC, United States
- Division of Infectious Diseases, School of Medicine and Health Sciences, The George Washington University, Washington, DC, United States
- Department of Microbiology, Immunology and Tropical Medicine, School of Medicine and Health Sciences, The George Washington University, Washington, DC, United States
| | - Nehal N. Mehta
- Cardiovascular and Pulmonary Branch, National Institutes of Health, Bethesda, MD, United States
| | - Alan T. Remaley
- Lipoprotein Metabolism Section, Translational Vascular Medicine Branch, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD, United States
- Clinical Center, Department of Laboratory Medicine, National Institutes of Health, Bethesda, MD, United States
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