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Height-based equations as screening tools for high blood pressure in pediatric practice, the GENOBOX study
Gloria Pérez-Gimeno1, Azahara I Ruperez1, Mercedes Gil-Campos2,3
1Growth 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.
Pediatric hypertension is underdiagnosed due to a lack of clear screening tools. Height-based equations effectively screen for high blood pressure in children, especially those who are overweight or obese.
Area of Science:
- Pediatric Cardiology
- Clinical Pediatrics
- Public Health
Background:
- Hypertension in children is often underdiagnosed due to the absence of standardized, easily applicable screening criteria.
- Current clinical practices rarely involve routine blood pressure measurement in pediatric routine care, contributing to delayed diagnosis.
Purpose of the Study:
- To evaluate the effectiveness of five different equations for screening high blood pressure in children aged 5–18 years.
- To compare the performance of these equations against the American Academy of Pediatrics (AAP) 2017 guidelines for identifying elevated blood pressure.
Main Methods:
- A study involving 1599 children aged 5 to 18 years.
- Analysis of five screening equations: 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.
- Receiver-operating characteristics (ROC) curves were used to assess the performance of each equation in identifying blood pressure above the 90th percentile (P90th).
Main Results:
- All evaluated equations demonstrated strong performance with an area under the curve (AUC) exceeding 0.882.
- The height-based equations exhibited the best overall performance, achieving a positive predictive value (PPV) above 88.2%.
- All equations showed improved PPV in children with overweight or obesity, with height-based equations achieving PPV >90.2% in this subgroup.
Conclusions:
- Height-based equations are recommended for screening elevated blood pressure in children due to their superior positive predictive values.
- These equations demonstrate effectiveness across different sexes, pubertal statuses, and weight categories, including normal weight and overweight/obese children.
- Implementing height-based equations can improve the detection rates of pediatric hypertension, addressing current underdiagnosis challenges.
Related Concept Videos
Pre-Procedural Guidelines for Assessing Blood Pressure
Assessment of blood pressure in brachial artery(one-step method)
Prepare for the Procedure:
Hypertension I: Introduction
Hypertension III: Clinical Manifestations and Diagnostic Studies
Special considerations while measuring blood pressure
Monitoring Both Arms:
Monitoring BP in both arms during the initial assessment is advisable, as the systolic value may differ by five to ten mm Hg between arms. For subsequent BP assessments, use the arm with the higher reading.
Assessment of blood pressure in brachial artery(two-step method)

