Association of environmental, demographic and clinical parameters with physical activity in children with asthma

Abstract Personal characteristics, unfavorable weather conditions and air pollution have been linked with reduced physical activity in children. However, among children with asthma the effects of these parameters remain unclear. This study objectively quantified the physical activity of children wit...

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Main Authors: Jane Berrill, Peter James, Antonis Michanikou, Emmanouil Galanakis, Eleni Michaelidou, Paraskevi Kinni, Nikos Kalivitis, Giorgos Kouvarakis, Emily Vasiliadou, Chrysanthos Savvides, Filippos Tymvios, Petros Koutrakis, Panayiotis K. Yiallouros, Panayiotis Kouis
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
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Online Access:https://doi.org/10.1038/s41598-025-87426-5
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author Jane Berrill
Peter James
Antonis Michanikou
Emmanouil Galanakis
Eleni Michaelidou
Paraskevi Kinni
Nikos Kalivitis
Giorgos Kouvarakis
Emily Vasiliadou
Chrysanthos Savvides
Filippos Tymvios
Petros Koutrakis
Panayiotis K. Yiallouros
Panayiotis Kouis
author_facet Jane Berrill
Peter James
Antonis Michanikou
Emmanouil Galanakis
Eleni Michaelidou
Paraskevi Kinni
Nikos Kalivitis
Giorgos Kouvarakis
Emily Vasiliadou
Chrysanthos Savvides
Filippos Tymvios
Petros Koutrakis
Panayiotis K. Yiallouros
Panayiotis Kouis
author_sort Jane Berrill
collection DOAJ
description Abstract Personal characteristics, unfavorable weather conditions and air pollution have been linked with reduced physical activity in children. However, among children with asthma the effects of these parameters remain unclear. This study objectively quantified the physical activity of children with asthma and evaluated its association with environmental, personal, and clinical parameters. Participants of the prospective LIFE-MEDEA asthma study wore the EMRACE™ smartwatch daily for continuous monitoring of physical activity and acquisition of global positioning system data. Daily physical activity, personal and clinical data were combined with daily temperature, precipitation, and air pollution levels in adjusted mixed effect regression models to examine the relationship between physical activity and the examined parameters. For a follow-up period of 4 months, 186 children with asthma demonstrated a decrease of 796 steps (95% CI: -1080, -512) on days with precipitation compared to non-precipitation days and a decrease of 96 steps (95% CI: -182, -9) for every 10 µg/m3 increase in PM10. The relationship between temperature and daily steps was characterized by an inverted U-shape. There was also evidence that gender and age-adjusted BMI z-score were negatively associated with daily steps. These results can further inform the design of physical activity interventions targeting children with asthma.
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spelling doaj-art-32d88d874c4d4cc5899e290f442115f72025-01-26T12:30:13ZengNature PortfolioScientific Reports2045-23222025-01-0115111110.1038/s41598-025-87426-5Association of environmental, demographic and clinical parameters with physical activity in children with asthmaJane Berrill0Peter James1Antonis Michanikou2Emmanouil Galanakis3Eleni Michaelidou4Paraskevi Kinni5Nikos Kalivitis6Giorgos Kouvarakis7Emily Vasiliadou8Chrysanthos Savvides9Filippos Tymvios10Petros Koutrakis11Panayiotis K. Yiallouros12Panayiotis Kouis13Department of Environmental Health, Harvard TH Chan School of Public Health, Harvard UniversityDepartment of Environmental Health, Harvard TH Chan School of Public Health, Harvard UniversityMedical School, University of CyprusMedical School, University of CreteMedical School, University of CreteMedical School, University of CyprusDepartment of Chemistry, University of CreteDepartment of Chemistry, University of CreteAir Quality Section, Department of Labour Inspection, Ministry of Labour and Social InsuranceAir Quality Section, Department of Labour Inspection, Ministry of Labour and Social InsuranceDepartment of Meteorology, Rural Development and Environment, Ministry of AgricultureDepartment of Environmental Health, Harvard TH Chan School of Public Health, Harvard UniversityMedical School, University of CyprusMedical School, University of CyprusAbstract Personal characteristics, unfavorable weather conditions and air pollution have been linked with reduced physical activity in children. However, among children with asthma the effects of these parameters remain unclear. This study objectively quantified the physical activity of children with asthma and evaluated its association with environmental, personal, and clinical parameters. Participants of the prospective LIFE-MEDEA asthma study wore the EMRACE™ smartwatch daily for continuous monitoring of physical activity and acquisition of global positioning system data. Daily physical activity, personal and clinical data were combined with daily temperature, precipitation, and air pollution levels in adjusted mixed effect regression models to examine the relationship between physical activity and the examined parameters. For a follow-up period of 4 months, 186 children with asthma demonstrated a decrease of 796 steps (95% CI: -1080, -512) on days with precipitation compared to non-precipitation days and a decrease of 96 steps (95% CI: -182, -9) for every 10 µg/m3 increase in PM10. The relationship between temperature and daily steps was characterized by an inverted U-shape. There was also evidence that gender and age-adjusted BMI z-score were negatively associated with daily steps. These results can further inform the design of physical activity interventions targeting children with asthma.https://doi.org/10.1038/s41598-025-87426-5Childhood asthmaPhysical activityPedometerWeatherAir pollution
spellingShingle Jane Berrill
Peter James
Antonis Michanikou
Emmanouil Galanakis
Eleni Michaelidou
Paraskevi Kinni
Nikos Kalivitis
Giorgos Kouvarakis
Emily Vasiliadou
Chrysanthos Savvides
Filippos Tymvios
Petros Koutrakis
Panayiotis K. Yiallouros
Panayiotis Kouis
Association of environmental, demographic and clinical parameters with physical activity in children with asthma
Scientific Reports
Childhood asthma
Physical activity
Pedometer
Weather
Air pollution
title Association of environmental, demographic and clinical parameters with physical activity in children with asthma
title_full Association of environmental, demographic and clinical parameters with physical activity in children with asthma
title_fullStr Association of environmental, demographic and clinical parameters with physical activity in children with asthma
title_full_unstemmed Association of environmental, demographic and clinical parameters with physical activity in children with asthma
title_short Association of environmental, demographic and clinical parameters with physical activity in children with asthma
title_sort association of environmental demographic and clinical parameters with physical activity in children with asthma
topic Childhood asthma
Physical activity
Pedometer
Weather
Air pollution
url https://doi.org/10.1038/s41598-025-87426-5
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