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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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Daley MF, Sinaiko AR, Reifler LM, Tavel HM, Glanz JM, Margolis KL, Parker E, Trower NK, Chandra M, Sherwood NE, Adams K, Kharbanda EO, Greenspan LC, Lo JC, O’Connor PJ, Magid DJ. Patterns of care and persistence after incident elevated blood pressure. Pediatrics 2013; 132:e349-55. [PMID: 23821694 PMCID: PMC3727670 DOI: 10.1542/peds.2012-2437] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
BACKGROUND AND OBJECTIVE Screening for hypertension in children occurs during routine care. When blood pressure (BP) is elevated in the hypertensive range, a repeat measurement within 1 to 2 weeks is recommended. The objective was to assess patterns of care after an incident elevated BP, including timing of repeat BP measurement and likelihood of persistently elevated BP. METHODS This retrospective study was conducted in 3 health care organizations. All children aged 3 through 17 years with an incident elevated BP at an outpatient visit during 2007 through 2010 were identified. Within this group, we assessed the proportion who had a repeat BP measured within 1 month of their incident elevated BP and the proportion who subsequently met the definition of hypertension. Multivariate analyses were used to identify factors associated with follow-up BP within 1 month of initial elevated BP. RESULTS Among 72,625 children and adolescents in the population, 6108 (8.4%) had an incident elevated BP during the study period. Among 6108 with an incident elevated BP, 20.9% had a repeat BP measured within 1 month. In multivariate analyses, having a follow-up BP within 1 month was not significantly more likely among individuals with obesity or stage 2 systolic elevation. Among 6108 individuals with an incident elevated BP, 84 (1.4%) had a second and third consecutive elevated BP within 12 months. CONCLUSIONS Whereas >8% of children and adolescents had an incident elevated BP, the great majority of BPs were not repeated within 1 month. However, relatively few individuals subsequently met the definition of hypertension.
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Affiliation(s)
- Matthew F. Daley
- Institute for Health Research, Kaiser Permanente Colorado, Denver, Colorado;,Department of Pediatrics, University of Colorado School of Medicine, Aurora, Colorado
| | - Alan R. Sinaiko
- Department of Pediatrics, University of Minnesota, Minneapolis, Minnesota
| | - Liza M. Reifler
- Institute for Health Research, Kaiser Permanente Colorado, Denver, Colorado
| | - Heather M. Tavel
- Institute for Health Research, Kaiser Permanente Colorado, Denver, Colorado
| | - Jason M. Glanz
- Institute for Health Research, Kaiser Permanente Colorado, Denver, Colorado
| | - Karen L. Margolis
- HealthPartners Institute for Education and Research, Minneapolis, Minnesota
| | - Emily Parker
- HealthPartners Institute for Education and Research, Minneapolis, Minnesota
| | - Nicole K. Trower
- HealthPartners Institute for Education and Research, Minneapolis, Minnesota
| | - Malini Chandra
- Division of Research, Kaiser Permanente Northern California, Oakland, California
| | - Nancy E. Sherwood
- HealthPartners Institute for Education and Research, Minneapolis, Minnesota
| | - Kenneth Adams
- HealthPartners Institute for Education and Research, Minneapolis, Minnesota
| | - Elyse O. Kharbanda
- HealthPartners Institute for Education and Research, Minneapolis, Minnesota
| | - Louise C. Greenspan
- Kaiser Permanente San Francisco Medical Center, San Francisco, California; and
| | - Joan C. Lo
- Division of Research, Kaiser Permanente Northern California, Oakland, California
| | | | - David J. Magid
- Institute for Health Research, Kaiser Permanente Colorado, Denver, Colorado
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