TY - JOUR
T1 - Physical activity intensity, bout-duration, and cardiometabolic risk markers in children and adolescents
AU - the International Children’s Accelerometry Database (ICAD) Collaborators
AU - Tarp, Jakob
AU - Child, Abbey
AU - White, Tom
AU - Westgate, Kate
AU - Bugge, Anna
AU - Grøntved, Anders
AU - Wedderkopp, Niels
AU - Andersen, Lars B.
AU - Cardon, Greet
AU - Davey, Rachel
AU - Janz, Kathleen F.
AU - Kriemler, Susi
AU - Northstone, Kate
AU - Page, Angie S.
AU - Puder, Jardena J.
AU - Reilly, John J.
AU - Sardinha, Luis B.
AU - van Sluijs, Esther M.F.
AU - Ekelund, Ulf
AU - Wijndaele, Katrien
AU - Brage, Søren
N1 - Funding Information:
Funding: JT was funded by The TRYG Foundation (11683) and received financial support from “Christian og Ottilia Brorsons Rejselegat” while contributing to this work. TW is funded by a PhD studentship from MedImmune. KWi is funded by a BHF fellowship (FS/12/58/29709). The work of KWe and SB were funded by the UK Medical Research Council (MC_UU_12015/3). UE has received funding from the Research Council of Norway (249932/F20). AG is funded by the European Research Council (716657) and The TRYG Foundation (115606). AB has received funding by The TRYG Foundation (104982). The pooling of the data was funded through a grant from the National Prevention Research Initiative (Grant Number: G0701877) (http://www.mrc.ac.uk/research/initiatives/national-prevention-research-initiative-npri/). The funding partners relevant to this award are: British Heart Foundation; Cancer Research UK; Department of Health; Diabetes UK; Economic and Social Research Council; Medical Research Council; Research and Development Office for the Northern Ireland Health and Social Services; Chief Scientist Office; Scottish Executive Health Department; The Stroke Association; Welsh Assembly Government and World Cancer Research Fund. This work was additionally supported by the Medical Research Council [MC_UU_12015/3; MC_UU_12015/7], The Research Council of Norway (249932/F20), Bristol University, Loughborough University and Norwegian School of Sport Sciences. We also gratefully acknowledge the contribution of Prof Chris Rid-doch, Prof Ken Judge, Prof Ashley Cooper and Dr Pippa Griew to the development of ICAD. The UK Medical Research Council and the Wellcome Trust (Grant ref: 102215/2/13/2) and the University of Bristol provide core support for ALSPAC. ALSPAC data included for this research was specifically funded by the British Heart Foundation (Grant reference: PG106/145). The study sponsors were not involved in the design of the study; the collection, analysis, and interpretation of data; writing the report; or the decision to submit the report for publication.
Publisher Copyright:
© 2018, Macmillan Publishers Limited, part of Springer Nature.
PY - 2018
Y1 - 2018
N2 - Objectives: To determine the role of physical activity intensity and bout-duration in modulating associations between physical activity and cardiometabolic risk markers. Methods: A cross-sectional study using the International Children’s Accelerometry Database (ICAD) including 38,306 observations (in 29,734 individuals aged 4–18 years). Accelerometry data was summarized as time accumulated in 16 combinations of intensity thresholds (≥500 to ≥3000 counts/min) and bout-durations (≥1 to ≥10 min). Outcomes were body mass index (BMI, kg/m2), waist circumference, biochemical markers, blood pressure, and a composite score of these metabolic markers. A second composite score excluded the adiposity component. Linear mixed models were applied to elucidate the associations and expressed per 10 min difference in daily activity above the intensity/bout-duration combination. Estimates (and variance) from each of the 16 combinations of intensity and bout-duration examined in the linear mixed models were analyzed in meta-regression to investigate trends in the association. Results: Each 10 min positive difference in physical activity was significantly and inversely associated with the risk factors irrespective of the combination of intensity and bout-duration. In meta-regression, each 1000 counts/min increase in intensity threshold was associated with a −0.027 (95% CI: −0.039 to −0.014) standard deviations lower composite risk score, and a −0.064 (95% CI: −0.09 to −0.038) kg/m2 lower BMI. Conversely, meta-regression suggested bout-duration was not significantly associated with effect-sizes (per 1 min increase in bout-duration: −0.002 (95% CI: −0.005 to 0.0005) standard deviations for the composite risk score, and −0.005 (95% CI: −0.012 to 0.002) kg/m2 for BMI). Conclusions: Time spent at higher intensity physical activity was the main determinant of variation in cardiometabolic risk factors, not bout-duration. Greater magnitude of associations was consistently observed with higher intensities. These results suggest that, in children and adolescents, physical activity, preferably at higher intensities, of any bout-duration should be promoted.
AB - Objectives: To determine the role of physical activity intensity and bout-duration in modulating associations between physical activity and cardiometabolic risk markers. Methods: A cross-sectional study using the International Children’s Accelerometry Database (ICAD) including 38,306 observations (in 29,734 individuals aged 4–18 years). Accelerometry data was summarized as time accumulated in 16 combinations of intensity thresholds (≥500 to ≥3000 counts/min) and bout-durations (≥1 to ≥10 min). Outcomes were body mass index (BMI, kg/m2), waist circumference, biochemical markers, blood pressure, and a composite score of these metabolic markers. A second composite score excluded the adiposity component. Linear mixed models were applied to elucidate the associations and expressed per 10 min difference in daily activity above the intensity/bout-duration combination. Estimates (and variance) from each of the 16 combinations of intensity and bout-duration examined in the linear mixed models were analyzed in meta-regression to investigate trends in the association. Results: Each 10 min positive difference in physical activity was significantly and inversely associated with the risk factors irrespective of the combination of intensity and bout-duration. In meta-regression, each 1000 counts/min increase in intensity threshold was associated with a −0.027 (95% CI: −0.039 to −0.014) standard deviations lower composite risk score, and a −0.064 (95% CI: −0.09 to −0.038) kg/m2 lower BMI. Conversely, meta-regression suggested bout-duration was not significantly associated with effect-sizes (per 1 min increase in bout-duration: −0.002 (95% CI: −0.005 to 0.0005) standard deviations for the composite risk score, and −0.005 (95% CI: −0.012 to 0.002) kg/m2 for BMI). Conclusions: Time spent at higher intensity physical activity was the main determinant of variation in cardiometabolic risk factors, not bout-duration. Greater magnitude of associations was consistently observed with higher intensities. These results suggest that, in children and adolescents, physical activity, preferably at higher intensities, of any bout-duration should be promoted.
UR - http://www.scopus.com/inward/record.url?scp=85049851563&partnerID=8YFLogxK
UR - http://www.mendeley.com/research/physical-activity-intensity-boutduration-cardiometabolic-risk-markers-children-adolescents
UR - https://doi.org/10.1038/s41366-019-0465-2
U2 - 10.1038/s41366-018-0152-8
DO - 10.1038/s41366-018-0152-8
M3 - Article
C2 - 30006582
AN - SCOPUS:85049851563
SN - 0307-0565
VL - 42
SP - 1639
EP - 1650
JO - International Journal of Obesity
JF - International Journal of Obesity
IS - 9
ER -