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Pérez-Gimeno G, Ruperez AI, Gil-Campos M, Aguilera CM, Anguita A, Vázquez-Cobela R, Skapino E, Moreno LA, Leis R, Bueno-Lozano G. Height-based equations as screening tools for high blood pressure in pediatric practice, the GENOBOX study. J Clin Hypertens (Greenwich) 2022; 24:713-722. [PMID: 35596598 PMCID: PMC9180328 DOI: 10.1111/jch.14489] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2021] [Revised: 03/23/2022] [Accepted: 04/06/2022] [Indexed: 11/29/2022]
Abstract
Due to the absence of easily applicable cut‐off points to determine high blood pressure or hypertension in children, as in the adult population, blood pressure is rarely measured in the pediatrician's clinical routine. This has led to an underdiagnosis of high blood pressure or hypertension in children. For this reason, the present study evaluate the utility of five equations for the screening of high blood pressure in children: blood pressure to height ratio, modified blood pressure to height ratio, new modified blood pressure to height ratio, new simple formula and height‐based equations. The authors evaluated 1599 children between 5 and 18 years. The performance of the five equations was analyzed using the receiver‐operating characteristics curves for identifying blood pressure above P90th according to the American Academy of Pediatrics Clinical Practice Guideline 2017. All equations showed an area under the curve above 0.882. The new modified blood pressure to height ratio revealed a high sensitivity whereas the height‐based equations showed the best performance, with a positive predictive value above 88.2%. Finally, all equations showed higher positive predictive values in children with overweight or obesity. The height‐based equation obtained the highest PPV values above 71.1% in children with normal weight and above 90.2% in children with overweight or obesity. In conclusions, the authors recommend the use of the height‐based equations equation because it showed the best positive predictive values to identify children with elevated blood pressure, independently of their sex, pubertal and weight status.
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Affiliation(s)
- Gloria Pérez-Gimeno
- Growth Exercise, Nutrition and Development (GENUD) Research group, Universidad de Zaragoza, Instituto de Investigación Sanitartia de Aragón (IIS Aragón), Instituto Agroalimentario de Aragón-IA2 (Universidad de Zaragoza-CITA), Zaragoza, Spain
| | - Azahara I Ruperez
- Growth Exercise, Nutrition and Development (GENUD) Research group, Universidad de Zaragoza, Instituto de Investigación Sanitartia de Aragón (IIS Aragón), Instituto Agroalimentario de Aragón-IA2 (Universidad de Zaragoza-CITA), Zaragoza, Spain
| | - Mercedes Gil-Campos
- Metabolic Pediatric and Investigation Unit, Reina Sofía University Hospital, Maimónides Insitute of Biomedicine Research of Córdoba (IMIBIC), University of Córdoba, Córdoba, Spain.,CIBEROBN, (Physiopathology of Obesity and Nutrition) Institute of Health Carlos III (ISCIII), Madrid, Spain
| | - Concepción M Aguilera
- CIBEROBN, (Physiopathology of Obesity and Nutrition) Institute of Health Carlos III (ISCIII), Madrid, Spain.,Department of Biochemistry and Molecular Biology II, Institute of Nutrition and Food Technology "José Mataix", Center of Biomedical Research, University of Granada, Armilla, Granada, Spain.,Biosanitary Research Institute (IBS), University of Granada, Granada, Spain
| | - Augusto Anguita
- CIBEROBN, (Physiopathology of Obesity and Nutrition) Institute of Health Carlos III (ISCIII), Madrid, Spain.,Department of Biochemistry and Molecular Biology II, Institute of Nutrition and Food Technology "José Mataix", Center of Biomedical Research, University of Granada, Armilla, Granada, Spain.,Biosanitary Research Institute (IBS), University of Granada, Granada, Spain
| | - Rocío Vázquez-Cobela
- CIBEROBN, (Physiopathology of Obesity and Nutrition) Institute of Health Carlos III (ISCIII), Madrid, Spain.,Pediatric Nutrition Research Group. Institute of Sanitary Research of Santiago de Compostela (IDIS). CHUS-USC., Santiago de Compostela, Spain.,Unit of Investigation in Human Nutrition, Growth and Development of Galicia (GALINUT), University of Santiago de Compostela (USC), Santiago de Compostela, Spain.,Unit of Pediatric Gastroenterology, Hepatology and Nutrition. Pediatric Service. University Clinical Hospital of Santiago (CHUS)., Santiago de Compostela, Spain
| | - Estela Skapino
- Growth Exercise, Nutrition and Development (GENUD) Research group, Universidad de Zaragoza, Instituto de Investigación Sanitartia de Aragón (IIS Aragón), Instituto Agroalimentario de Aragón-IA2 (Universidad de Zaragoza-CITA), Zaragoza, Spain.,Department of Clinical Nutrition, School of Nutrition, University of the Republic, Montevideo, Uruguay
| | - Luis A Moreno
- Growth Exercise, Nutrition and Development (GENUD) Research group, Universidad de Zaragoza, Instituto de Investigación Sanitartia de Aragón (IIS Aragón), Instituto Agroalimentario de Aragón-IA2 (Universidad de Zaragoza-CITA), Zaragoza, Spain.,CIBEROBN, (Physiopathology of Obesity and Nutrition) Institute of Health Carlos III (ISCIII), Madrid, Spain
| | - Rosaura Leis
- CIBEROBN, (Physiopathology of Obesity and Nutrition) Institute of Health Carlos III (ISCIII), Madrid, Spain.,Pediatric Nutrition Research Group. Institute of Sanitary Research of Santiago de Compostela (IDIS). CHUS-USC., Santiago de Compostela, Spain.,Unit of Investigation in Human Nutrition, Growth and Development of Galicia (GALINUT), University of Santiago de Compostela (USC), Santiago de Compostela, Spain.,Unit of Pediatric Gastroenterology, Hepatology and Nutrition. Pediatric Service. University Clinical Hospital of Santiago (CHUS)., Santiago de Compostela, Spain
| | - Gloria Bueno-Lozano
- Growth Exercise, Nutrition and Development (GENUD) Research group, Universidad de Zaragoza, Instituto de Investigación Sanitartia de Aragón (IIS Aragón), Instituto Agroalimentario de Aragón-IA2 (Universidad de Zaragoza-CITA), Zaragoza, Spain.,CIBEROBN, (Physiopathology of Obesity and Nutrition) Institute of Health Carlos III (ISCIII), Madrid, Spain.,Unit of Pediatric Endocrinology, University Clinical Hospital Lozano Blesa, Zaragoza, Spain
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Skapino E, Rupérez AI, Restrepo-Mesa S, Araújo-Moura K, De Moraes AC, Barbosa Carvalho H, Aristizabal JC, Moreno LA. Height-based equations as screening tools for elevated blood pressure in the SAYCARE study. J Clin Hypertens (Greenwich) 2020; 22:2221-2229. [PMID: 33125808 DOI: 10.1111/jch.14087] [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: 08/11/2020] [Revised: 09/22/2020] [Accepted: 10/07/2020] [Indexed: 12/01/2022]
Abstract
This study evaluated the accuracy of four height-based equations: blood pressure to height ratio (BPHR), modified BPHR (MBPHR), new modified BPHR (NMBPHR), and height-based equations (HBE) for screening elevated BP in children and adolescents in the SAYCARE study. We measured height and BP of 829 children and adolescents from seven South American cities. Receiving operating curves were used to assess formula performance to diagnose elevated BP in comparison to the 2017 clinical guideline. Sensitivity, specificity, and positive and negative predictive values (PPV, NPV) were calculated for the four screening formulas. The diagnostic agreement was evaluated with the kappa coefficient. The HBE equation showed the maximum sensitivity (100%) in children, both for boys and girls, and showed the best performance results, with a very high NPV (>99%) and high PPV (>60%) except for female children (53.8%). In adolescents, the highest sensitivity (100%) was achieved with the NMBPHR for both sexes. Kappa coefficients indicated that HBE had the highest agreement with the gold standard diagnostic method (between 0.70 and 0.75), except for female children (0.57). Simplified methods are friendlier than the percentile gold standard tables. The HBE equation showed better performance than the other formulas in this Latin American pediatric population.
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Affiliation(s)
- Estela Skapino
- Escuela de Nutrición, Universidad de la República, Montevideo, Uruguay.,Growth, Exercise, Nutrition and Development (GENUD) Research Group, Universidad de Zaragoza, Zaragoza
| | - Azahara Iris Rupérez
- Growth, Exercise, Nutrition and Development (GENUD) Research Group, Universidad de Zaragoza, Zaragoza.,Instituto Agroalimentario de Aragón (IA2), Instituto de Investigación Sanitaria Aragón (IIS Aragón), University of Zaragoza, Zaragoza, Spain
| | - Sandra Restrepo-Mesa
- Food and Human Nutrition Research Group, School of Nutrition and Dietetics, University of Antioquia, Medellín, Colombia
| | - Keisyanne Araújo-Moura
- Graduate Program in Public Health, School of Public Health, University of Sao Paulo, Sao Paulo, Brazil.,Department of Epidemiology, School of Public Health, University of Sao Paulo, Sao Paulo, Brazil.,YCARE (Youth/Child cArdiovascular Risk and Environmental) Research Group Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, Brazil
| | - Augusto César De Moraes
- Graduate Program in Public Health, School of Public Health, University of Sao Paulo, Sao Paulo, Brazil.,Department of Epidemiology, School of Public Health, University of Sao Paulo, Sao Paulo, Brazil.,YCARE (Youth/Child cArdiovascular Risk and Environmental) Research Group Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, Brazil
| | - Heráclito Barbosa Carvalho
- YCARE (Youth/Child cArdiovascular Risk and Environmental) Research Group Faculdade de Medicina, Universidade de Sao Paulo, Sao Paulo, Brazil
| | - Juan Carlos Aristizabal
- Grupo de Investigación en Fisiología y Bioquímica (PHYSIS), Escuela de Nutrición y Dietética, Universidad de Antioquia, Medellín, Colombia
| | - Luis Alberto Moreno
- Growth, Exercise, Nutrition and Development (GENUD) Research Group, Universidad de Zaragoza, Zaragoza.,Instituto Agroalimentario de Aragón (IA2), Instituto de Investigación Sanitaria Aragón (IIS Aragón), University of Zaragoza, Zaragoza, Spain.,CIBER Fisiopatología de la Obesidad y Nutrición (CIBERobn), Instituto de Salud Carlos III, Madrid, Spain
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Yazdi M, Assadi F, Daniali SS, Heshmat R, Mehrkash M, Motlagh ME, Qorbani M, Kelishadi R. Performance of modified blood pressure-to-height ratio for diagnosis of hypertension in children: The CASPIAN-V study. J Clin Hypertens (Greenwich) 2020; 22:867-875. [PMID: 32297452 DOI: 10.1111/jch.13860] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2019] [Revised: 01/30/2020] [Accepted: 02/20/2020] [Indexed: 12/28/2022]
Abstract
This study aimed to evaluate the accuracy and performance of modified blood pressure-to-height ratio (MBPHR) for identifying high blood pressure (HBP) in a large population of children. This multicentric cross-sectional study was conducted on a nationally representative sample of 7349 Iranian students aged 7-12 years living in 30 provinces in Iran. High systolic blood pressure and diastolic blood pressure were defined according to the 2017 American Academy of Pediatrics (AAP) guidelines. The BP-to height ratio (BPHR) was calculated as BP (mmHg)/height (cm), MBPHR3 as BP (mmHg)/(height (cm) + 3 (13-age)), and MBPHR7 as BP (mmHg)/(height (cm) + 7 (13-age). The receiver-operating characteristic curve analysis was used to evaluate the performance of these three ratios for identification of HBP in children compared to the 2017 AAP guidelines as the gold standard. Mean age of participants was 12.29 ± 3.15 years and 3736 (50.8%) were girls. The prevalence of HBP was 11.9% (11.5% in boys, 12.3% in girls). The area under the curve (AUC) was higher for MSBPHR3/MDBPHR3 (0.97/0.98) than MSBPHR7/MDBPHR7 (0.96/0.97) and SBPHR/DBPHR (0.96/0.95) for identifying high Systolic and diastolic BP. The optimal cut-off points for MSBPHR3/MDBPH, MSBPHR7/MDBPHR7, and SBPHR/DBPHR were 0.76/0.50, 0.69/0.46, and 0.81/0.52 respectively. Negative predictive value was nearly perfect for three ratios (≥98%). Positive predictive value was higher for MBPHR3 (52.7%) than MBPHR7 (51.0%) and BPHR (39.8%). Overall, MBPHR3 had better performance than MBPHR7 and BPHR for identification of HBP in Iranian children and it may improve early hypertension recognition and control in primary screening.
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Affiliation(s)
- Maryam Yazdi
- Child Growth and Development Research Center, Research Institute for Primordial Prevention of Non-Communicable Disease, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Farahnak Assadi
- Department of Pediatrics, Rush University Medical College, Chicago, IL, USA
| | - Seyed S Daniali
- Child Growth and Development Research Center, Research Institute for Primordial Prevention of Non-Communicable Disease, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Ramin Heshmat
- Chronic Diseases Research Center, Endocrinology and Metabolism Population Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Mehryar Mehrkash
- Child Growth and Development Research Center, Research Institute for Primordial Prevention of Non-Communicable Disease, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Mohammad E Motlagh
- Pediatrics Department, Ahvaz Jundishapur University of Medical Sciences, Ahvaz, Iran
| | - Mostafa Qorbani
- Chronic Diseases Research Center, Endocrinology and Metabolism Population Sciences Institute, Tehran University of Medical Sciences, Tehran, Iran.,Non-Communicable Diseases Research Center, Alborz University of Medical Sciences, Karaj, Iran
| | - Roya Kelishadi
- Child Growth and Development Research Center, Research Institute for Primordial Prevention of Non-Communicable Disease, Isfahan University of Medical Sciences, Isfahan, Iran
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Stabouli S, Antza C, Chrysaidou K, Kotsis V. The challenge of simplifying blood pressure screening in children and adolescents. J Clin Hypertens (Greenwich) 2020; 22:876-878. [PMID: 32282118 DOI: 10.1111/jch.13858] [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: 03/07/2020] [Revised: 03/24/2020] [Accepted: 03/27/2020] [Indexed: 11/28/2022]
Abstract
Simplified methods of blood pressure screening could facilitate the clinical routine of the primary care physicians and may increase adherence to pediatric hypertension guidelines. Blood-pressure-to-height ratios are appealing for the simplicity of data needed to evaluate a child's blood pressure status, including only office blood pressure values and height. In several epidemiological studies around the world blood-pressure-to-height ratios showed good predictive power in identifying children with high blood pressure in terms of area under the curve and sensitivity compared to the gold standard National High Blood Pressure Education Program blood pressure tables, but low positive predictive values meaning a high rate of false-positive cases and possibly increased subsequent work load for primary physicians. Finally, blood-pressure-to height ratios seem to be dependent to age, sex, and weight status. In conclusion, blood-pressure-to-height ratios need to be further improved and validated in different pediatric populations before routine clinical use.
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Affiliation(s)
- Stella Stabouli
- 1st Pediatric Department, Aristotle University Thessaloniki, Hippocratio Hospital, Thessaloniki, Greece
| | - Christina Antza
- Hypertension-24h ABPM ESH Center of Excellence, 3rd Department of Medicine, Aristotle University of Thessaloniki, Papageorgiou Hospital, Thessaloniki, Greece
| | - Katerina Chrysaidou
- 1st Pediatric Department, Aristotle University Thessaloniki, Hippocratio Hospital, Thessaloniki, Greece
| | - Vasilios Kotsis
- Hypertension-24h ABPM ESH Center of Excellence, 3rd Department of Medicine, Aristotle University of Thessaloniki, Papageorgiou Hospital, Thessaloniki, Greece
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5
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Ma C, Lu Q, Wang R, Yin F. Using height-corrected definition of metabolic syndrome in children and adolescents. J Pediatr Endocrinol Metab 2019; 32:429-438. [PMID: 31050656 DOI: 10.1515/jpem-2018-0414] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/27/2018] [Accepted: 03/23/2019] [Indexed: 02/06/2023]
Abstract
Metabolic syndrome (MS) is common among children and adolescents. Age- and gender-specific references or age-, gender- and height-specific references were used in pediatric MS definitions. More recently, an increasing number of studies documented that the ratio of waist circumference (WC) to height (WHtR) and blood pressure to height (BPHR) were easy anthropometric indexes for detection of obesity and hypertension in children and adolescents. For these reasons, height-corrected MS definition was proposed. WHtR and BPHR were used as alternatives to WC and BP in the definition of MS. In the present review, we discuss the possibility of the height-corrected MS definition for identifying MS in children.
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Affiliation(s)
- Chunming Ma
- Department of Endocrinology, The First Hospital of Qinhuangdao, Qinhuangdao, China
| | - Qiang Lu
- Department of Endocrinology, The First Hospital of Qinhuangdao, Qinhuangdao, China
| | - Rui Wang
- Department of Endocrinology, The First Hospital of Qinhuangdao, Qinhuangdao, China
| | - Fuzai Yin
- Department of Endocrinology, The First Hospital of Qinhuangdao, No. 258 Wenhua Road, Qinhuangdao 066000, Hebei Province, China, Phone: +86-335-3634208, Fax: +86-335-3032042
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Home blood pressure monitoring in pediatric hypertension: the US perspective and a plan for action. Hypertens Res 2018; 41:662-668. [PMID: 30054592 DOI: 10.1038/s41440-018-0078-5] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2018] [Revised: 03/08/2018] [Accepted: 03/08/2018] [Indexed: 11/09/2022]
Abstract
The 2017 US guidelines for pediatric hypertension place considerable emphasis on blood pressure measurements, which are the cornerstone for hypertension diagnosis and management. It is recognized that when the diagnosis of hypertension is based solely on office blood pressure measurements, many children are misclassified (over- or underdiagnosed). Therefore, out-of-office blood pressure evaluations using ambulatory or home blood pressure monitoring are often necessary to obtain an accurate diagnosis. Strong evidence for the diagnostic and clinical value of ambulatory blood pressure monitoring in children has justified its central role in decision making in recent pediatric recommendations. However, ambulatory blood pressure monitoring is not widely accessible in primary care. There is little evidence for home blood pressure monitoring in children, yet this method is widely available and feasible for the evaluation of elevated blood pressure in children. This article presents a case for using home blood pressure monitoring for the management of children with suspected or treated hypertension in clinical practice in comparison to using office measurements or ambulatory blood pressure monitoring, as well as its optimal application. More research on home blood pressure monitoring in children is urgently needed.
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Zhang Y, Ma C, Yang L, Bovet P, Xi B. Performance of modified blood pressure-to-height ratio for identifying hypertension in Chinese and American children. J Hum Hypertens 2018; 32:408-414. [DOI: 10.1038/s41371-018-0056-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2017] [Revised: 01/30/2018] [Accepted: 03/02/2018] [Indexed: 11/09/2022]
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Mourato FA, Mourato MF, Mattos SDS, de Lima Filho JL, de Araújo Gueiros Lira GV, Nadruz W. New modifications of the blood pressure-to-height ratio for the diagnosis of high blood pressure in children. J Clin Hypertens (Greenwich) 2018; 20:413-415. [PMID: 29384252 DOI: 10.1111/jch.13178] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Felipe Alves Mourato
- Laboratório de Imunopatologia Keizo Asami (LIKA), Universidade Federal de Pernambuco, Recife, Brazil.,Círculo do Coração de Pernambuco, Recife, Brazil
| | | | - Sandra da Silva Mattos
- Laboratório de Imunopatologia Keizo Asami (LIKA), Universidade Federal de Pernambuco, Recife, Brazil.,Círculo do Coração de Pernambuco, Recife, Brazil
| | - José Luiz de Lima Filho
- Laboratório de Imunopatologia Keizo Asami (LIKA), Universidade Federal de Pernambuco, Recife, Brazil
| | | | - Wilson Nadruz
- Laboratório de Imunopatologia Keizo Asami (LIKA), Universidade Federal de Pernambuco, Recife, Brazil.,Universidade Estadual de Campinas, Campinas, Brazil
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A new modified blood pressure-to-height ratio also simplifies the identification of high blood pressure in American children. Hypertens Res 2017; 40:792-793. [PMID: 28275233 DOI: 10.1038/hr.2017.34] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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10
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Modesti PA, Marzotti I. Epidemiology of hypertension and survey protocols: how to count counts. Hypertens Res 2017; 40:432-433. [DOI: 10.1038/hr.2017.3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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