Early BMI-associated increases in central and peripheral blood pressure in primary school children: evidence of a continuous, nonlinear relationship below the overweight threshold

Childhood overweight is associated with elevated blood pressure (BP) and future cardiovascular risk. We aimed to determine the body mass index percentile (BMIp) at which blood pressure (BP) begins to increase in children, particularly below the overweight threshold. Central BP may provide additional insight into early hemodynamic changes. In a cohort of primary school children, peripheral and central BP were measured using standardized protocols. Associations of BMIp with BP were evaluated using spline and linear regression models adjusted for age, sex, and height. BMIp categories were used to identify thresholds at which BP was significantly higher than in children with BMIp < 50. Among 1,183 children (mean age 7.9 years), BP increased progressively with rising BMIp, with the greatest elevations in children with overweight or obesity. Significant increases in peripheral and central systolic BP were observed at BMIp levels below the WHO-defined cutoff for overweight, central BP increased at lower BMIp than peripheral BP. Although peripheral diastolic BP was not associated with BMIp, central diastolic BP increased significantly across higher BMIp ranges. Conclusions: In primary school children, BMI-associated increases in BP are detectable at substantially lower BMIp than commonly considered, reflecting a continuous nonlinear relationship. Both peripheral and central BP increased within the high-normal BMI-range. Central BP identified early, distinct BP alterations, including significant diastolic changes not detected with peripheral BP. These findings suggest that cardiovascular risk related to body weight arises along a continuum and support the potential value of early BP monitoring in children with increasing BMI.Trial registration: Trial Registration Number: NCT04942431. Date of Registration: 08.04.2021. What is Known • Childhood overweight is associated with elevated blood pressure, both are key risk factors for future cardiovascular disease. • However, the body mass index level at which blood pressure begins to rise in children remains unclear. What is New • We identify specific body mass index ranges at which blood pressure increased significantly, highlighting children with high-normal body weight as a group at early cardiovascular risk.

Authors

Institutions

Publication Details

Journal
European Journal of Pediatrics
Published
2026-10-29
DOI
https://doi.org/10.1007/s00431-026-07584-0
Primary Topic
Obesity, Physical Activity, Diet
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Early BMI-associated increases in central and peripheral blood pressure in primary school children: evidence of a continuous, nonlinear relationship below the overweight threshold

Rizky Indrameikha Sugianto, Bernhard M. W. Schmidt, Anette Melk, Jeannine von der Born et al.
European Journal of Pediatrics
Obesity, Physical Activity, Diet
article

Early BMI-associated increases in central and peripheral blood pressure in primary school children: evidence of a continuous, nonlinear relationship below the overweight threshold

Rizky Indrameikha Sugianto, Bernhard M. W. Schmidt, Anette Melk, Jeannine von der Born, Uwe Tegtbur, Ana Céline Braun, Carl Grabitz, Denise Homeyer, Lisa Wilmsmeier, Tim Alexander Ubenauf, Elena Lehmann, Nima Memaran
article en

Abstract

Childhood overweight is associated with elevated blood pressure (BP) and future cardiovascular risk. We aimed to determine the body mass index percentile (BMIp) at which blood pressure (BP) begins to increase in children, particularly below the overweight threshold. Central BP may provide additional insight into early hemodynamic changes. In a cohort of primary school children, peripheral and central BP were measured using standardized protocols. Associations of BMIp with BP were evaluated using spline and linear regression models adjusted for age, sex, and height. BMIp categories were used to identify thresholds at which BP was significantly higher than in children with BMIp < 50. Among 1,183 children (mean age 7.9 years), BP increased progressively with rising BMIp, with the greatest elevations in children with overweight or obesity. Significant increases in peripheral and central systolic BP were observed at BMIp levels below the WHO-defined cutoff for overweight, central BP increased at lower BMIp than peripheral BP. Although peripheral diastolic BP was not associated with BMIp, central diastolic BP increased significantly across higher BMIp ranges. Conclusions: In primary school children, BMI-associated increases in BP are detectable at substantially lower BMIp than commonly considered, reflecting a continuous nonlinear relationship. Both peripheral and central BP increased within the high-normal BMI-range. Central BP identified early, distinct BP alterations, including significant diastolic changes not detected with peripheral BP. These findings suggest that cardiovascular risk related to body weight arises along a continuum and support the potential value of early BP monitoring in children with increasing BMI.Trial registration: Trial Registration Number: NCT04942431. Date of Registration: 08.04.2021. What is Known • Childhood overweight is associated with elevated blood pressure, both are key risk factors for future cardiovascular disease. • However, the body mass index level at which blood pressure begins to rise in children remains unclear. What is New • We identify specific body mass index ranges at which blood pressure increased significantly, highlighting children with high-normal body weight as a group at early cardiovascular risk.

European Journal of PediatricsVol. 185(11)
Medizinische Hochschule Hannover (DE)
Roche Organ Transplant Research Foundation
Good health and well-being
Openalex Percentile: Top 10%
Obesity, Physical Activity, Diet
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Laika access coming soon