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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\u2010based equations. The authors evaluated 1599 children between 5 and 18 years. The performance of the five equations was analyzed using the receiver\u2010operating 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\u2010based 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\u2010based 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\u2010based 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.<\/jats:p>","DOI":"10.1111\/jch.14489","type":"journal-article","created":{"date-parts":[[2022,5,21]],"date-time":"2022-05-21T07:40:49Z","timestamp":1653118849000},"page":"713-722","update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Height\u2010based equations as screening tools for high blood pressure in pediatric practice, the GENOBOX study"],"prefix":"10.1111","volume":"24","author":[{"given":"Gloria","family":"P\u00e9rez\u2010Gimeno","sequence":"first","affiliation":[{"name":"Growth Exercise Nutrition and Development (GENUD) Research group Universidad de Zaragoza Instituto de Investigaci\u00f3n Sanitartia de Arag\u00f3n (IIS Arag\u00f3n) Instituto Agroalimentario de Arag\u00f3n\u2010IA2 (Universidad de Zaragoza\u2010CITA)  Zaragoza Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Azahara I.","family":"Ruperez","sequence":"additional","affiliation":[{"name":"Growth Exercise Nutrition and Development (GENUD) Research group Universidad de Zaragoza Instituto de Investigaci\u00f3n Sanitartia de Arag\u00f3n (IIS Arag\u00f3n) Instituto Agroalimentario de Arag\u00f3n\u2010IA2 (Universidad de Zaragoza\u2010CITA)  Zaragoza Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mercedes","family":"Gil\u2010Campos","sequence":"additional","affiliation":[{"name":"Metabolic Pediatric and Investigation Unit Reina Sof\u00eda University Hospital Maim\u00f3nides Insitute of Biomedicine Research of C\u00f3rdoba (IMIBIC) University of C\u00f3rdoba  C\u00f3rdoba Spain"},{"name":"CIBEROBN (Physiopathology of Obesity and Nutrition) Institute of Health Carlos III (ISCIII)  Madrid Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Concepci\u00f3n M.","family":"Aguilera","sequence":"additional","affiliation":[{"name":"CIBEROBN (Physiopathology of Obesity and Nutrition) Institute of Health Carlos III (ISCIII)  Madrid Spain"},{"name":"Department of Biochemistry and Molecular Biology II Institute of Nutrition and Food Technology \u201cJos\u00e9 Mataix\u201d Center of Biomedical Research University of Granada, Armilla  Granada Spain"},{"name":"Biosanitary Research Institute (IBS) University of Granada  Granada Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Augusto","family":"Anguita","sequence":"additional","affiliation":[{"name":"CIBEROBN (Physiopathology of Obesity and Nutrition) Institute of Health Carlos III (ISCIII)  Madrid Spain"},{"name":"Department of Biochemistry and Molecular Biology II Institute of Nutrition and Food Technology \u201cJos\u00e9 Mataix\u201d Center of Biomedical Research University of Granada, Armilla  Granada Spain"},{"name":"Biosanitary Research Institute (IBS) University of Granada  Granada Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Roc\u00edo","family":"V\u00e1zquez\u2010Cobela","sequence":"additional","affiliation":[{"name":"CIBEROBN (Physiopathology of Obesity and Nutrition) Institute of Health Carlos III (ISCIII)  Madrid Spain"},{"name":"Pediatric Nutrition Research Group. 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