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South AM, Giammattei VC, Bagley KW, Bakhoum CY, Beasley WH, Bily MB, Biswas S, Bridges AM, Byfield RL, Campbell JF, Chanchlani R, Chen A, D'Agostino McGowan L, Downs SM, Fergeson GM, Greenberg JH, Hill-Horowitz TA, Jensen ET, Kallash M, Kamel M, Kiessling SG, Kline DM, Laisure JR, Liu G, Londeree J, Lucas CB, Mannemuddhu SS, Mao KR, Misurac JM, Murphy MO, Nugent JT, Onugha EA, Pudupakkam A, Redmond KM, Riar S, Sethna CB, Siddiqui S, Thumann AL, Uss SR, Vincent CL, Viviano IV, Walsh MJ, White BD, Woroniecki RP, Wu M, Yamaguchi I, Yun E, Weaver DJ. The Study of the Epidemiology of Pediatric Hypertension Registry (SUPERHERO): rationale and methods. Am J Epidemiol 2024; 193:1650-1661. [PMID: 38881045 PMCID: PMC11637526 DOI: 10.1093/aje/kwae116] [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: 06/05/2023] [Revised: 04/29/2024] [Accepted: 06/07/2024] [Indexed: 06/18/2024] Open
Abstract
Despite increasing prevalence of hypertension in youth and high adult cardiovascular mortality rates, the long-term consequences of youth-onset hypertension remain unknown. This is due to limitations of prior research, such as small sample sizes, reliance on manual record review, and limited analytic methods, that did not address major biases. The Study of the Epidemiology of Pediatric Hypertension (SUPERHERO) is a multisite, retrospective registry of youth evaluated by subspecialists for hypertension disorders. Sites obtain harmonized electronic health record data using standardized biomedical informatics scripts validated with randomized manual record review. Inclusion criteria are index visit for International Classification of Diseases, 10th Revision (ICD-10) code-defined hypertension disorder on or after January 1, 2015, and age < 19 years. We exclude patients with ICD-10 code-defined pregnancy, kidney failure on dialysis, or kidney transplantation. Data include demographics, anthropomorphics, US Census Bureau tract, histories, blood pressure, ICD-10 codes, medications, laboratory and imaging results, and ambulatory blood pressure. SUPERHERO leverages expertise in epidemiology, statistics, clinical care, and biomedical informatics to create the largest and most diverse registry of youth with newly diagnosed hypertension disorders. SUPERHERO's goals are to reduce CVD burden across the life course and establish gold-standard biomedical informatics methods for youth with hypertension disorders.
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Affiliation(s)
- Andrew M South
- Section of Nephrology, Department of Pediatrics, Wake Forest University School of Medicine, Winston Salem, NC 27157, United States
- Department of Epidemiology and Prevention, Division of Public Health Sciences, Wake Forest University School of Medicine, Winston Salem, NC 27157, United States
- Center for Artificial Intelligence Research, Wake Forest University School of Medicine, Winston Salem, NC 27157, United States
| | - Victoria C Giammattei
- Section of Nephrology, Department of Pediatrics, Wake Forest University School of Medicine, Winston Salem, NC 27157, United States
| | - Kiri W Bagley
- Section of Nephrology, Department of Pediatrics, Wake Forest University School of Medicine, Winston Salem, NC 27157, United States
| | - Christine Y Bakhoum
- Section of Nephrology, Department of Pediatrics, Yale University School of Medicine, New Haven, CT 06519, United States
| | - William H Beasley
- Developmental and Behavioral Pediatrics, Department of Pediatrics, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, United States
| | - Morgan B Bily
- Division of Nephrology, Department of Pediatrics, Baylor College of Medicine, Houston, TX 77030, United States
| | - Shupti Biswas
- Department of Pediatrics, Zucker School of Medicine at Hofstra/Northwell, New Hyde Park, New Hyde Park, NY 11040, United States
| | - Aaron M Bridges
- Center for Artificial Intelligence Research, Wake Forest University School of Medicine, Winston Salem, NC 27157, United States
- Clinical and Translational Science Institute, Wake Forest University School of Medicine, Winston Salem, NC 27157, United States
| | - Rushelle L Byfield
- Division of Nephrology and Hypertension, Department of Pediatrics, Columbia University Vagelos College of Physicians and Surgeons, New York, NY 10032, United States
| | - Jessica Fallon Campbell
- Division of Nephrology, Department of Pediatrics, Baylor College of Medicine, Houston, TX 77030, United States
| | - Rahul Chanchlani
- Division of Nephrology, Department of Pediatrics, McMaster University, Hamilton, ON L8N 1H4, Canada
| | - Ashton Chen
- Section of Nephrology, Department of Pediatrics, Wake Forest University School of Medicine, Winston Salem, NC 27157, United States
| | - Lucy D'Agostino McGowan
- Department of Statistical Sciences, Wake Forest University, Winston Salem, NC 27157, United States
| | - Stephen M Downs
- Department of Pediatrics-General, Wake Forest University School of Medicine, Winston Salem, NC 27157, United States
| | - Gina M Fergeson
- Department of Pediatrics, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, United States
| | - Jason H Greenberg
- Section of Nephrology, Department of Pediatrics, Yale University School of Medicine, New Haven, CT 06519, United States
| | - Taylor A Hill-Horowitz
- Division of Nephrology, Department of Pediatrics, Cohen Children’s Medical Center, Zucker School of Medicine at Hofstra/Northwell, New Hyde Park, NY 11040, United States
| | - Elizabeth T Jensen
- Department of Epidemiology and Prevention, Division of Public Health Sciences, Wake Forest University School of Medicine, Winston Salem, NC 27157, United States
| | - Mahmoud Kallash
- Division of Nephrology and Hypertension, Department of Pediatrics, Ohio State College of Medicine, Columbus, OH 43205, United States
| | - Margret Kamel
- Division of Nephrology, Department of Pediatrics, Emory University School of Medicine, Atlanta, GA 30322, United States
| | - Stefan G Kiessling
- Division of Nephrology, Department of Pediatrics, University of Kentucky College of Medicine, Lexington, KY 40506, United States
| | - David M Kline
- Department of Biostatistics and Data Science, Division of Public Health Sciences, Wake Forest University School of Medicine, Winston Salem, NC 27157, United States
| | - John R Laisure
- Section of Nephrology, Department of Pediatrics, Wake Forest University School of Medicine, Winston Salem, NC 27157, United States
| | - Gang Liu
- Division of Pediatric Research, Department of Pediatrics, Atrium Health Levine Children's, Charlotte, NC 28207, United States
| | - Jackson Londeree
- Division of Nephrology, Department of Pediatrics, Emory University School of Medicine, Atlanta, GA 30322, United States
| | - Caroline B Lucas
- Section of Nephrology, Department of Pediatrics, Wake Forest University School of Medicine, Winston Salem, NC 27157, United States
| | - Sai Sudha Mannemuddhu
- Division of Pediatric Nephrology, East Tennessee Children's Hospital, University of Tennessee at Knoxville, Knoxville, TN 37916, United States
| | - Kuo-Rei Mao
- IS Enterprise Reporting, Texas Children's Hospital, Baylor College of Medicine, Houston, TX 77030, United States
| | - Jason M Misurac
- Division of Nephrology, Dialysis, and Transplantation, Department of Pediatrics, University of Iowa Carver College of Medicine, Iowa City, IA 52242, United States
| | - Margaret O Murphy
- Division of Nephrology, Department of Pediatrics, University of Kentucky College of Medicine, Lexington, KY 40506, United States
| | - James T Nugent
- Section of Nephrology, Department of Pediatrics, Yale University School of Medicine, New Haven, CT 06519, United States
| | - Elizabeth A Onugha
- Division of Nephrology, Department of Pediatrics, Baylor College of Medicine, Houston, TX 77030, United States
| | - Ashna Pudupakkam
- Division of Nephrology, Department of Pediatrics, Baylor College of Medicine, Houston, TX 77030, United States
| | - Kathy M Redmond
- Department of Pediatrics, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, United States
| | - Sandeep Riar
- Division of Nephrology, Department of Pediatrics, Emory University School of Medicine, Atlanta, GA 30322, United States
| | - Christine B Sethna
- Division of Nephrology, Department of Pediatrics, Cohen Children’s Medical Center, Zucker School of Medicine at Hofstra/Northwell, New Hyde Park, NY 11040, United States
| | - Sahar Siddiqui
- Division of Nephrology, Department of Pediatrics, Baylor College of Medicine, Houston, TX 77030, United States
| | - Ashley L Thumann
- General and Community Pediatrics, Department of Pediatrics, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, United States
| | - Stephen R Uss
- Yale Center for Clinical Investigation, Yale University School of Medicine, New Haven, CT 06519, United States
| | - Carol L Vincent
- Section of Nephrology, Department of Pediatrics, Wake Forest University School of Medicine, Winston Salem, NC 27157, United States
| | - Irina V Viviano
- Center for Artificial Intelligence Research, Wake Forest University School of Medicine, Winston Salem, NC 27157, United States
- Clinical and Translational Science Institute, Wake Forest University School of Medicine, Winston Salem, NC 27157, United States
| | - Michael J Walsh
- Section of Cardiology, Department of Pediatrics, Wake Forest University School of Medicine, Winston Salem, NC 27157, United States
| | - Blanche D White
- Division of Nephrology and Hypertension, Department of Pediatrics, Atrium Health Levine Children's, Charlotte, NC 28203, United States
| | - Robert P Woroniecki
- Division of Nephrology, Department of Pediatrics, Stony Brook Medicine, Stony Brook, NY 11794, United States
| | - Michael Wu
- McMaster University School of Medicine, Hamilton, ON L8N 1H4, Canada
| | - Ikuyo Yamaguchi
- Department of Pediatrics, Division of Nephrology, University of Oklahoma College of Medicine, Oklahoma City, OK 73104, United States
| | - Emily Yun
- Division of Nephrology, Department of Pediatrics, Emory University School of Medicine, Atlanta, GA 30322, United States
| | - Donald J Weaver
- Division of Nephrology and Hypertension, Department of Pediatrics, Atrium Health Levine Children's, Charlotte, NC 28203, United States
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Sinha MD, Azukaitis K, Sladowska-Kozłowska J, Bårdsen T, Merkevicius K, Karlsen Sletten IS, Obrycki Ł, Pac M, Fernández-Aranda F, Bjelakovic B, Jankauskiene A, Litwin M. Prevalence of left ventricular hypertrophy in children and young people with primary hypertension: Meta-analysis and meta-regression. Front Cardiovasc Med 2022; 9:993513. [PMID: 36386367 PMCID: PMC9659762 DOI: 10.3389/fcvm.2022.993513] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Accepted: 10/05/2022] [Indexed: 09/29/2023] Open
Abstract
BACKGROUND Left ventricular hypertrophy (LVH) is the main marker of HMOD in children and young people (CYP). We aimed to assess the prevalence of LVH and its determinants in CYP with primary hypertension (PH). METHODS A meta-analysis of prevalence was performed. A literature search of articles reporting LVH in CYP with PH was conducted in Medline, Embase, and Cochrane databases. Studies with a primary focus on CYP (up to 21 years) with PH were included. Meta-regression was used to analyze factors explaining observed heterogeneity. RESULTS The search yielded a total of 2,200 articles, 153 of those underwent full-text review, and 47 reports were included. The reports evaluated 51 study cohorts including 5,622 individuals, 73% male subjects, and a mean age of 13.6 years. LVH was defined as left ventricle mass index (LVMI) ≥ 95th percentile in 22 (47%), fixed cut-off ≥38.6 g/m2.7 in eight (17%), sex-specific fixed cut-off values in six (13%), and miscellaneously in others. The overall prevalence of LVH was 30.5% (95% CI 27.2-33.9), while heterogeneity was high (I 2 = 84%). Subgroup analysis including 1,393 individuals (76% male subjects, mean age 14.7 years) from pediatric hypertension specialty clinics and LVH defined as LVMI ≥95th percentile only (19 study cohorts from 18 studies), reported prevalence of LVH at 29.9% (95% CI 23.9 to 36.3), and high heterogeneity (I 2 = 84%). Two studies involving patients identified through community screening (n = 1,234) reported lower LVH prevalence (21.5%). In the meta-regression, only body mass index (BMI) z-score was significantly associated with LVH prevalence (estimate 0.23, 95% CI 0.08-0.39, p = 0.004) and accounted for 41% of observed heterogeneity, but not age, male percentage, BMI, or waist circumference z-score. The predominant LVH phenotype was eccentric LVH in patients from specialty clinics (prevalence of 22% in seven studies with 779 participants) and one community screening study reported the predominance of concentric LVH (12%). CONCLUSION Left ventricular hypertrophy is evident in at least one-fifth of children and young adults with PH and in nearly a third of those referred to specialty clinics with a predominant eccentric LVH pattern in the latter. Increased BMI is the most significant risk association for LVH in hypertensive youth.
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Affiliation(s)
- Manish D. Sinha
- Department of Paediatric Nephrology, Evelina London Children's Hospital, Guys and St Thomas' NHS Foundation Trust, London, United Kingdom
- Kings College London, London, United Kingdom
| | - Karolis Azukaitis
- Clinic of Pediatrics, Institute of Clinical Medicine, Faculty of Medicine, Vilnius University, Vilnius, Lithuania
| | | | - Tonje Bårdsen
- Department of Paediatric and Adolescent Medicine, Haukeland University Hospital, Bergen, Norway
| | - Kajus Merkevicius
- Clinic of Pediatrics, Institute of Clinical Medicine, Faculty of Medicine, Vilnius University, Vilnius, Lithuania
| | | | - Łukasz Obrycki
- Department of Nephrology, Kidney Transplantation and Hypertension, The Children's Memorial Health Institute, Warsaw, Poland
| | - Michał Pac
- Department of Nephrology, Kidney Transplantation and Hypertension, The Children's Memorial Health Institute, Warsaw, Poland
| | - Fernando Fernández-Aranda
- University Hospital of Bellvitge-IDIBELL, Barcelona, Spain
- Department of Clinical Sciences, School of Medicine and Health Sciences, University of Barcelona, Barcelona, Spain
| | - Bojko Bjelakovic
- Clinic of Pediatrics, Clinical Center, Nis, Serbia
- Medical Faculty, University of Nis, Nis, Serbia
| | - Augustina Jankauskiene
- Clinic of Pediatrics, Institute of Clinical Medicine, Faculty of Medicine, Vilnius University, Vilnius, Lithuania
| | - Mieczysław Litwin
- Department of Nephrology, Kidney Transplantation and Hypertension, The Children's Memorial Health Institute, Warsaw, Poland
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Mannemuddhu SS, Macumber I, Samuels JA, Flynn JT, South AM. When Hypertension Grows Up: Implications for Transitioning Care of Adolescents and Young Adults With Hypertension From Pediatric to Adult Health Care Providers. Adv Chronic Kidney Dis 2022; 29:263-274. [PMID: 36084973 DOI: 10.1053/j.ackd.2021.11.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2021] [Revised: 11/01/2021] [Accepted: 11/15/2021] [Indexed: 11/11/2022]
Abstract
Hypertension (HTN) is an important cause of morbidity and mortality in children as well as adults. HTN and related adverse cardiovascular health develop and progress on a continuum across an individual's life course. Pediatric HTN, or even isolated elevated blood pressure as a child, increases the risk of sustained HTN and cardiovascular disease in later adulthood. Transitioning the care of adolescents and young adults who have HTN is an important but unmet health care need that could potentially have a dramatic effect on mitigating the risk of cardiovascular disease in adulthood. However, very little has been published about the transition process in this population, and considerable gaps in the field remain. We discuss the epidemiology, etiology, and management approach in youth with HTN and how they differ from adults. We contextualize HTN and cardiovascular health on a continuum across the life course. We discuss key considerations for the transition process for adolescents and young adults with HTN including the major barriers that exist. Finally, we review key immediate health care needs that are particularly important around the time of the transfer of care.
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Affiliation(s)
- Sai Sudha Mannemuddhu
- East Tennessee Children's Hospital, Knoxville, TN; Department of Medicine, University of Tennessee Health Science Center-College of Medicine, Knoxville, TN
| | - Ian Macumber
- Department of Pediatrics, Keck School of Medicine, Division of Nephrology, Children's Hospital Los Angeles, Los Angeles, CA
| | - Joshua A Samuels
- Department of Pediatrics, Pediatric Nephrology & Hypertension, McGovern Medical School at the University of Texas Health Science Center, Houston, TX
| | - Joseph T Flynn
- Department of Pediatrics, University of Washington, Division of Nephrology, Seattle Children's Hospital, Seattle, WA.
| | - Andrew M South
- Department of Pediatrics, Section of Nephrology, Wake Forest School of Medicine and Brenner Children's Hospital, Winston Salem, NC; Division of Public Health Sciences, Department of Epidemiology and Prevention, Wake Forest School of Medicine, Winston Salem, NC; Cardiovascular Sciences Center, Wake Forest School of Medicine, Winston Salem, NC
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Perrin EC, South AM. Correlation between kidney sodium and potassium handling and the renin-angiotensin-aldosterone system in children with hypertensive disorders. Pediatr Nephrol 2022; 37:633-641. [PMID: 34499251 PMCID: PMC8904647 DOI: 10.1007/s00467-021-05204-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/28/2021] [Revised: 06/11/2021] [Accepted: 06/22/2021] [Indexed: 11/28/2022]
Abstract
BACKGROUND Urine sodium and potassium are used as surrogate markers for dietary consumption in adults with hypertension, but their role in youth with hypertension and their association with components of the renin-angiotensin-aldosterone system (RAAS) are incompletely characterized. Some individuals with hypertension may have an abnormal RAAS response to dietary sodium and potassium intake, though this is incompletely described. Our objective was to investigate if plasma renin activity and serum aldosterone are associated with urine sodium and potassium in youth referred for hypertensive disorders. METHODS This pilot study was a cross-sectional analysis of baseline data from 44 youth evaluated for hypertensive disorders in a Hypertension Clinic. We recorded urine sodium and potassium concentrations normalized to urine creatinine, plasma renin activity, and serum aldosterone and calculated the sodium/potassium (UNaK) and aldosterone/renin ratios. We used multivariable generalized linear models to estimate the associations of renin and aldosterone with urine sodium and potassium. RESULTS Our cohort was diverse (37% non-Hispanic Black, 14% Hispanic), 66% were male, and median age was 15.3 years; 77% had obesity and 9% had a secondary etiology. Aldosterone was associated inversely with urine sodium/creatinine (β: -0.34, 95% CI -0.62 to -0.06) and UNaK (β: -0.09, 95% CI -0.16 to -0.03), and adjusted for estimated glomerular filtration rate and serum potassium. CONCLUSIONS Higher serum aldosterone levels, but not plasma renin activity, were associated with lower urine sodium/creatinine and UNaK at baseline in youth referred for hypertensive disorders. Further characterization of the RAAS could help define hypertension phenotypes and guide management. A higher resolution version of the Graphical abstract is available as supplementary information.
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Affiliation(s)
- Ella C Perrin
- Wake Forest School of Medicine, Winston Salem, NC, USA
| | - Andrew M South
- Department of Pediatrics, Section of Nephrology, Brenner Children's Hospital, Wake Forest School of Medicine, One Medical Center Boulevard, Winston Salem, NC, 27157, USA. .,Division of Public Health Sciences, Department of Epidemiology and Prevention, Wake Forest School of Medicine, Winston Salem, NC, USA. .,Department of Surgery-Hypertension and Vascular Research, Wake Forest School of Medicine, Winston Salem, NC, USA. .,Center for Biomedical Informatics, Wake Forest School of Medicine, Winston Salem, NC, USA.
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South AM, Palakshappa D, Brown CL. Relationship between food insecurity and high blood pressure in a national sample of children and adolescents. Pediatr Nephrol 2019; 34:1583-1590. [PMID: 31025108 PMCID: PMC6660989 DOI: 10.1007/s00467-019-04253-3] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/04/2019] [Revised: 03/15/2019] [Accepted: 03/27/2019] [Indexed: 01/14/2023]
Abstract
OBJECTIVES To determine the relationship between food insecurity (FI) and high blood pressure (BP) in a national cohort of children and adolescents. METHODS A cross-sectional analysis of children aged 8-17 years in the 2007-2014 National Health and Nutrition Examination Survey (NHANES; unweighted N = 7125). FI over the preceding 12 months was assessed using the USDA Household Food Security Scale in NHANES. We defined high BP as (i) systolic or diastolic BP ≥ 90% for age < 13 years or ≥ 120/80 mmHg for age ≥ 13 years measured at one visit or (ii) reported hypertension diagnosis or current antihypertensive medication use. We used multivariable logistic regression to determine the association between household and child-specific FI and high BP, controlling for age, sex, race, and household income, accounting for the complex NHANES survey design. RESULTS The study population was 14.4% black, 21.3% Hispanic, and 49.4% female with a mean age of 12.6 years (SD 2.9). 20.3% had FI and 12.8% had high BP. High BP was more common in household FI vs. food-secure subjects (15.3% vs. 12.1%, p = 0.003). Adjusted analysis confirmed that household FI and child FI were associated with high BP (OR 1.26, 95% CI 1.04-1.54; OR 1.42, 95% CI 1.03-1.96, respectively). CONCLUSIONS Household and child FI were associated with an increased likelihood of high BP in a large nationally representative cohort of children and adolescents. FI may have a significant impact on cardiovascular health during childhood. Further research is warranted to better define how FI contributes to health disparities.
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Affiliation(s)
- Andrew M South
- Department of Pediatrics, Wake Forest School of Medicine, One Medical Center Boulevard, Winston Salem, NC, 27157, USA.
- Department of Epidemiology and Prevention, Wake Forest School of Medicine, Winston Salem, NC, USA.
- Cardiovascular Sciences Center, Wake Forest School of Medicine, Winston Salem, NC, USA.
| | - Deepak Palakshappa
- Department of Pediatrics, Wake Forest School of Medicine, One Medical Center Boulevard, Winston Salem, NC, 27157, USA
- Department of Epidemiology and Prevention, Wake Forest School of Medicine, Winston Salem, NC, USA
- Department of Internal Medicine, Wake Forest School of Medicine, Winston Salem, NC, USA
| | - Callie L Brown
- Department of Pediatrics, Wake Forest School of Medicine, One Medical Center Boulevard, Winston Salem, NC, 27157, USA
- Department of Epidemiology and Prevention, Wake Forest School of Medicine, Winston Salem, NC, USA
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