0000000000010718

AUTHOR

Marja H. Leppänen

showing 18 related works from this author

Hip and wrist accelerometers showed consistent associations with fitness and fatness in children aged 8‐12 years

2019

Aim Physical activity (PA) has traditionally been measured wearing accelerometers on the hip, but they are increasingly being worn on the wrist. We compared hip and wrist accelerometers with regard to their acceptability and any associations between PA and fatness and fitness. Methods This cross-sectional study comprised 103 children aged 8-12 years (62% boys) who participated in the ActiveBrains trial by the University of Granada, Spain, in 2014-2016. The children wore both ActiGraph GT3X+ hip and wrist accelerometers round the clock for 7 days. The acceptability of both placements was evaluated by a questionnaire, while the children's fat mass index, waist circumference and cardiorespirat…

Malemedicine.medical_specialtyWaistFuture studiesPhysical activityWristAccelerometerFat mass03 medical and health sciences0302 clinical medicine030225 pediatricsAccelerometrymedicineHumans030212 general & internal medicineChildExercisebusiness.industryCardiorespiratory fitnessGeneral MedicineWristCircumferenceCross-Sectional Studiesmedicine.anatomical_structureSpainPediatrics Perinatology and Child HealthPhysical therapyFemalebusinessActa Paediatrica
researchProduct

Associations of physical activity, sedentary time, and cardiorespiratory fitness with heart rate variability in 6- to 9-year-old children: the PANIC …

2019

Abstract Purpose To study the associations of physical activity (PA), sedentary time (ST), and cardiorespiratory fitness (CRF) with heart rate variability (HRV) in children. Methods The participants were a population sample of 377 children aged 6–9 years (49% boys). ST, light PA (LPA), moderate PA (MPA), vigorous PA (VPA), and moderate-to-vigorous PA (MVPA), and PA energy expenditure (PAEE) were assessed using a combined heart rate and movement sensor, maximal power output per kilograms of lean body mass as a measure of CRF by maximal cycle ergometer exercise test, and HRV variables (SDNN, RMSSD, LF, and HF) using 5 min resting electrocardiography. Data were analysed by linear regression ad…

Malemedicine.medical_specialtyPhysiologyCross-sectional studyPhysical fitness030204 cardiovascular system & hematology03 medical and health sciences0302 clinical medicineHeart RatePhysiology (medical)Internal medicineHeart ratemedicineHeart rate variabilityHumansAutonomic nervous systemOrthopedics and Sports MedicineChildExerciseChildrenmedicine.diagnostic_testbusiness.industryPhysical activityPublic Health Environmental and Occupational HealthCardiorespiratory fitness030229 sport sciencesGeneral Medicine3. Good healthAutonomic nervous systemCross-Sectional StudiesCardiorespiratory FitnessPhysical FitnessLean body massCardiologyBody CompositionExercise TestFemaleOriginal ArticleSedentary BehaviorbusinessEnergy MetabolismElectrocardiographyEuropean journal of applied physiology
researchProduct

Associations of cardiometabolic risk factors with heart rate variability in 6‐ to 8‐year‐old children: The PANIC Study

2019

BACKGROUND Associations of cardiometabolic risk factors with heart rate variability (HRV) in children are unclear. We examined associations of cardiometabolic risk score (CRS) and individual cardiometabolic risk factors with HRV variables in 6- to 8-year-olds. METHODS The participants were a population-based sample of 443 children participating in baseline measurements of the Physical Activity and Nutrition in Children trial. Cardiometabolic risk factors included waist circumference (WC), insulin, glucose, triglycerides, HDL cholesterol, systolic blood pressure (SBP), and diastolic blood pressure (DBP). CRS was calculated as WC + insulin + glucose + triglycerides - HDL cholesterol + the mea…

Blood GlucoseMalemedicine.medical_specialtyWaistEndocrinology Diabetes and Metabolismmedicine.medical_treatmentPopulationBlood Pressurechemistry.chemical_compoundHeart RateInternal medicineotorhinolaryngologic diseasesInternal MedicinemedicineHumansInsulinHeart rate variabilityChildeducationeducation.field_of_studyCholesterolbusiness.industryInsulinCardiometabolic Risk FactorsCardiorespiratory fitnessmedicine.diseaseCross-Sectional StudiesBlood pressurechemistryPediatrics Perinatology and Child HealthCardiologyFemaleMetabolic syndromebusinesscirculatory and respiratory physiologyPediatric Diabetes
researchProduct

Longitudinal and cross-sectional associations of adherence to 24-hour movement guidelines with cardiometabolic risk

2022

This study aimed to examine 1) adherence to 24-hour movement guidelines over a 2-year follow-up in children aged 6-8 years and 2) association of this adherence with cardiometabolic risk factors. Physical activity and sleep were assessed by a monitor combining heart rate and accelerometry measurements. Screen time was reported by the parents. Body fat percentage, waist circumference, blood glucose, serum insulin, plasma lipids and blood pressure were assessed, and a cardiometabolic risk score was calculated using z-scores. Children were classified as meeting the guidelines if they had on average ≥60min/day of moderate-to-vigorous physical activity during the valid days; ≤120min/day of screen…

terveyskasvatusmedicine.medical_treatmentmovement guidelinesPhysical fitnessliikuntaBody fat percentagevarhaislapsuusRisk FactorsAccelerometryOrthopedics and Sports MedicineEarly childhoodChildFINNISH GIRLSMETABOLIC SYNDROMESEDENTARY BEHAVIORylipainoriskitekijätmetabolic profileHEALTH INDICATORSbody fatCardiovascular DiseasesChild PreschoolACCELEROMETRYSCHOOL-AGED CHILDRENfyysinen aktiivisuusmedicine.medical_specialtyWaistBODY-COMPOSITIONpediatricsrasvaprosenttiHEART-RATElapset (ikäryhmät)Physical Therapy Sports Therapy and Rehabilitationinsuliiniuni (lepotila)Articleterveyden edistäminenScreen timeInternal medicineHeart rateMEASURED PHYSICAL-ACTIVITYmedicineHumansExercisebusiness.industryInsulinprospectiveSLEEPverenpaineCross-Sectional StudiesBlood pressureverensokeriterveyskäyttäytyminensydän- ja verisuonitauditSedentary BehaviorSleepbusiness
researchProduct

Physical fitness in relation to later body composition in pre-school children

2019

Objectives Although physical fitness is considered a marker of health in youth, little is known whether physical fitness in pre-school age is related to later body composition. Thus, this study investigated (i) associations of physical fitness at 4.5 years of age with body composition 12 months later and (ii) whether improvements in physical fitness during the 12-month follow-up were associated with changes in body composition. Design This study included 142 children, measured at 4.5 and 5.5 years, from the control group of the MINISTOP trial. Methods Physical fitness (cardiorespiratory fitness, lower- and upper-body muscular strength and motor fitness) was measured using the PREFIT test ba…

Malemedicine.medical_specialtyair-displacement plethysmographyPhysical fitnessPhysical Therapy Sports Therapy and RehabilitationPhysical strengthHealth outcomesFat mass03 medical and health sciences0302 clinical medicineFat-free mass; Fat mass; Cardiorespiratory fitness; Muscular strength; Motor fitness; Pre-schoolMedicinePlethysmographHumansOrthopedics and Sports MedicineMass index030212 general & internal medicineMuscle Strengthta315Sport and Fitness SciencesAdiposityRandomized Controlled Trials as TopickehonkoostumusSwedenpre-schoolcardiorespiratory fitnessAnthropometrybusiness.industryIdrottsvetenskapCardiorespiratory fitnessta3141fat mass030229 sport sciencesfat-free massmotor fitnessMotor SkillsPhysical FitnessChild PreschoolesikouluikäisetPhysical therapyBody CompositionPre schoolFemalebusinessmuscular strengthfyysinen aktiivisuus
researchProduct

Revisiting the cross‐sectional and prospective association of physical activity with body composition and physical fitness in preschoolers: A composi…

2022

Background Information is limited for the benefits of physical activity (PA) in preschoolers. Previous research using accelerometer-assessed PA may be affected for multicollinearity issues. Objectives This study investigated the cross-sectional and prospective associations of sedentary behaviour (SB) and PA with body composition and physical fitness using compositional data analysis. Methods Baseline PA and SB were collected in 4-year-old (n = 315) using wrist-worn GT3X+ during seven 24 h-periods. Body composition (air-displacement plethysmography) and physical fitness (PREFIT test battery) were assessed at baseline and at the 12-month follow-up. Results Increasing vigorous PA at expenses o…

sedentary timelapset (ikäryhmät)liikuntamovement behaviourBody Mass Indexistuminenfitness trackerAccelerometryHumansseurantaExercisekehonkoostumusyouthNutrition and DieteticsHealth PolicyPublic Health Environmental and Occupational HealthPublic Health Global Health Social Medicine and Epidemiologymovement sensorfyysinen kuntoFolkhälsovetenskap global hälsa socialmedicin och epidemiologiCross-Sectional Studiesleikki-ikäisetPhysical FitnessChild PreschoolPediatrics Perinatology and Child HealthBody Compositionfyysinen aktiivisuusfitness tracker; movement behaviour; movement sensor; sedentary time; youthPediatric Obesity
researchProduct

Longitudinal Physical Activity, Body Composition, and Physical Fitness in Preschoolers

2017

Purpose: This study aimed to investigate longitudinal associations of objectively measured physical activity (PA) and sedentary behavior (SB) with body composition and physical fitness at a 12-month follow-up in healthy Swedish 4-yr-old children. Methods: The data from the population-based MINISTOP trial were collected between 2014 and 2016, and this study included the 138 children who were in the control group. PA and SB were assessed using the wrist-worn ActiGraph (wGT3x-BT) accelerometer during seven 24-h periods and, subsequently, defined as SB, light-intensity PA, moderate-intensity PA, vigorous-intensity PA (VPA), and moderate-to-vigorous PA (MVPA). Body composition was measured using…

MaleGerontologyPhysical fitnessPopulationlongitudinal researchPhysical activity030209 endocrinology & metabolismPhysical Therapy Sports Therapy and Rehabilitationpitkittäistutkimusphysical activenessBody Mass Index03 medical and health sciences0302 clinical medicineHumansOrthopedics and Sports MedicineLongitudinal StudiesMuscle Strength030212 general & internal medicineExercise physiologyeducationta315ExerciseSedentary lifestylekehonkoostumuseducation.field_of_studybody compositionbusiness.industryCardiorespiratory fitnessSedentary behaviorta3142fyysinen kuntoCardiorespiratory FitnessMotor SkillsChild Preschoolesikouluikäisetphysical fitnessFemaleSedentary BehaviorbusinessPsychologyBody mass indexpreschool children (age group)fyysinen aktiivisuusFollow-Up StudiesMedicine and Science in Sports and Exercise
researchProduct

Physical Activity Level Using Doubly-Labeled Water in Relation to Body Composition and Physical Fitness in Preschoolers

2018

Background and objectives: There is a lack of studies investigating associations of physical activity level (PAL) and activity energy expenditure (AEE) using the doubly-labeled water (DLW) method with body composition and physical fitness in young children. Thus, we aimed to examine cross-sectional associations of PAL and AEE with body composition indices and physical fitness components in Swedish preschool children. Materials and methods: PAL was calculated as total energy expenditure measured using DLW divided by the predicted basal metabolic rate in 40 children aged 5.5 (standard deviation 0.2) years. AEE was calculated as total energy expenditure minus basal metabolic rate and the therm…

MaleMedicine (General)obesityPhysical fitnessOverweightOxygen IsotopesValidation Studies as TopicPhysical strengthBody Mass Index0302 clinical medicineenergy expenditureMedicine030212 general & internal medicineta315Childrencardiorespiratory fitnessCardiorespiratory fitnessta3141General Medicineenergy expenditure; obesity; cardiorespiratory fitness; muscular strength; childrenhumanitiesfyysinen kuntoChild PreschoolBody CompositionFemalemedicine.symptom030209 endocrinology & metabolismDoubly labeled waterArticle03 medical and health sciencesArbetsmedicin och miljömedicinAnimal scienceR5-920Muscular strengthchildrenBody WaterHumansMuscle StrengthObesityExercisekehonkoostumusSwedenbusiness.industryDrinking WaterCardiorespiratory fitnessOccupational Health and Environmental HealthOverweightDeuteriumPhysical activity levelCross-Sectional StudiesPhysical FitnessesikouluikäisetBasal metabolic ratelihavuusEnergy expenditurebusinessEnergy MetabolismBody mass indexmuscular strengthlihasvoima
researchProduct

Physical Activity and Body Composition in Children and Their Mothers According to Mother’s Gestational Diabetes Risk: A Seven-Year Follow-Up Study

2019

Background and Objectives: There is lack of knowledge on whether mothers&rsquo

Malegenetic structuresraskausOverweightraskausdiabetesBody Mass IndexPregnancyRisk FactorsAccelerometryfollow-upCluster AnalysisMedicineFamily historyChildlcsh:R5-920diabetesexerciseObstetricsSisätaudit - Internal medicineNaisten- ja lastentaudit - Gynaecology and paediatricsGeneral MedicineriskitekijätäiditGestational diabetesFemaleseurantatutkimusmedicine.symptomlcsh:Medicine (General)Bioelectrical impedance analysisfyysinen aktiivisuusAdultmedicine.medical_specialtypediatricsMotherslapset (ikäryhmät)ArticleDiabetes mellitusexercise; gestational diabetes risk factors; pediatrics; body composition; follow-upHumansRisk factorkehonkoostumusPregnancybody compositionbusiness.industrymedicine.diseaseDiabetes Gestationalgestational diabetes risk factorsbusinessBody mass indexFollow-Up StudiesMedicina
researchProduct

Physical activity intensity, sedentary behavior, body composition and physical fitness in 4-year-old children : results from the ministop trial

2015

Existing knowledge on associations of physical activity (PA) and sedentary behavior (SB) with body composition and physical fitness in preschoolers is limited.To examine associations of PA and SB with body composition and physical fitness in healthy Swedish 4-year-old children.We utilized baseline data collected in 2014 for the population-based MINISTOP trial (n=307). Light-intensity PA (LPA), moderate-intensity PA (MPA), vigorous-intensity PA (VPA), moderate-to-vigorous PA (MVPA) and SB were measured using accelerometry (ActiGraph-wGT3x-BT). Body composition was measured using air-displacement plethysmography, and physical fitness (that is, cardiorespiratory fitness, lower and upper body m…

MalePediatric Obesitymedicine.medical_specialtyEndocrinology Diabetes and MetabolismPhysical fitnessPhysical activityChild BehaviorMedicine (miscellaneous)physical activityMuscle Developmentlaw.invention03 medical and health sciences0302 clinical medicineRandomized controlled trialchildrenlawSurveys and Questionnairessedentary behaviorAccelerometrymedicinepreschoolersHumansMuscle Strength030212 general & internal medicineExercise physiologyta315ExerciseAdipositySedentary lifestyleSwedenbody compositionNutrition and Dieteticsbusiness.industryCardiorespiratory fitnessta3141030229 sport sciencesSedentary behaviorta3142Intensity (physics)Cross-Sectional StudiesCardiorespiratory FitnessChild PreschoolPhysical therapyphysical fitnessFemalebusinessInternational Journal of Obesity
researchProduct

Longitudinal associations of physical activity, sedentary time, and cardiorespiratory fitness with arterial health in children – the PANIC study

2021

We investigated the longitudinal associations of physical activity (PA), sedentary time (ST), and cardiorespiratory fitness (CRF) with arterial health among children. In our primary analyses, we investigated 245 children (girls 51.8%) aged 6-9 years participating in the baseline examinations who had data on arterial health at 2-year follow-up. We also utilized a subsample of 90 children who had a complete arterial health data at baseline and 2-year follow-up. ST (≤1.5 METs), light PA (>1.5-4 METs), moderate PA (>4-7 METs), vigorous PA (>7METs), and moderate-to-vigorous PA (MVPA, >4 METs) were assessed by combined movement and heart rate monitoring and CRF by maximal exercise testing on a cy…

Malemedicine.medical_specialtysedentary timePhysical activityphysical activitylapset (ikäryhmät)Blood Pressure030209 endocrinology & metabolismPhysical Therapy Sports Therapy and Rehabilitationliikunta03 medical and health sciencesVascular Stiffness0302 clinical medicinechildrenHeart RateBody SizeHumansMedicineOrthopedics and Sports MedicineLongitudinal Studiesverenkiertoelinten tauditChildChildrenExerciseFinlandSedentary timecardiorespiratory fitnessbusiness.industryPanicCardiorespiratory fitnessArteries030229 sport sciencesmedicine.diseasefyysinen kuntoarterial stiffnessBody CompositionExercise TestArterial stiffnessPhysical therapyFemaleSedentary Behaviormedicine.symptombusinessfyysinen aktiivisuusJournal of Sports Sciences
researchProduct

Longitudinal associations of movement behaviours with body composition and physical fitness from 4 to 9 years of age: structural equation and mediati…

2023

Background The associations of movement behaviours (physical activity [PA], sedentary behaviour [SB], and sleep) with body composition and physical fitness from pre-school to childhood, as well as the direction of the associations, could provide important information for healthy lifestyle promotion in children. This study investigated the longitudinal and bidirectional associations of movement behaviours with body composition and physical fitness measured at 4 and 9 years of age. Methods This longitudinal study included baseline (n = 315, 4.5 [SD = 0.1] years) and follow-up data (n = 231, 9.6 [SD = 0.1] years) from the MINISTOP study. Movement behaviours were measured for 7 days using wrist…

fyysinen kuntoNutrition and DieteticsIdrottsvetenskapMedicine (miscellaneous)Physical Therapy Sports Therapy and Rehabilitationlapset (ikäryhmät)pitkittäistutkimusfyysinen aktiivisuusSport and Fitness Scienceskehonkoostumus
researchProduct

Associations of physical activity, sedentary time, and diet quality with biomarkers of inflammation in children

2022

We investigated the associations of physical activity (PA), sedentary time (ST), and diet quality with biomarkers of inflammation in 390 children (192 girls, 198 boys) aged 6–8 years. PA energy expenditure (PAEE), light PA, moderate PA (MPA), vigorous PA (VPA), moderate-to-vigorous PA (MVPA), and ST were assessed by combined movement and heart rate sensor. Finnish Children Healthy Eating Index was calculated using data from 4 d food records. Body fat percentage (BF%) was measured by dual-energy X-ray absorptiometry. High-sensitivity C-reactive protein (Hs-CRP), leptin, interleukin-6 (IL-6), adiponectin, tumour necrosis factor-α, and glycoprotein acetyls were measured from fasting blood samp…

LeptinMaleobesitybiomarkkeritruokavaliotSystemic inflammationBody fat percentageBody Mass Index0302 clinical medicineOrthopedics and Sports MedicineChildyouthtulehdusexercisekuntoliikuntaLeptinGeneral MedicinenutritionC-Reactive ProteinFemalemedicine.symptomfyysinen aktiivisuusmedicine.medical_specialtylapset (ikäryhmät)030209 endocrinology & metabolismPhysical Therapy Sports Therapy and RehabilitationInflammationravinto03 medical and health sciencesInsulin resistanceInternal medicineHeart ratemedicineHumansExercisekehonkoostumusInflammationAdiponectinInterleukin-6business.industryKlinisk medicinbiomarkers030229 sport sciencesmedicine.diseaseObesityDietEndocrinologylihavuusClinical MedicineSedentary BehaviorbusinessBiomarkersEuropean Journal of Sport Science
researchProduct

Associations of fat mass and fat-free mass with physical fitness in 4-year-old children: Results from the MINISTOP trial

2016

Physical fitness is a powerful marker of health in youth. Studies in adolescents and adults suggest that higher fat mass is related to worse physical fitness. However, there is limited knowledge whether fat mass and fat-free mass are associated with physical fitness already in preschoolers. Baseline data from the MINISTOP (Mobile-based INtervention Intended to STop Obesity in Preschoolers) trial was utilized for this cross-sectional analysis. Body composition was assessed using air-displacement plethysmography. Fat mass index [fat mass (kg)/height(2) (m)] and fat-free mass index [fat-free mass (kg)/height(2) (m)] were used to provide height-adjusted measures of body composition. Physical fi…

MalePediatric Obesityair-displacement plethysmographyPhysical fitnessChild BehaviorMuscle DevelopmentPhysical strengthBody Mass IndexChild Development0302 clinical medicineMass index030212 general & internal medicineAdiposityNutrition and Dieteticscardiorespiratory fitnessta3141air-displacement plethysmography; body composition; cardiorespiratory fitness; muscular strength; motor fitness; preschoolNäringsläramotor fitnessChild PreschoolRegression AnalysisFemalemedicine.medical_specialty030209 endocrinology & metabolismArticlepreschoolFat mass03 medical and health sciencesFat free massmedicineHumansPlethysmographMuscle StrengthExercisekehonkoostumusPlethysmography Whole BodySwedenbody compositionBone Developmentbusiness.industryCardiorespiratory fitnessmedicine.diseaseObesityesikouluCross-Sectional StudiesPhysical FitnessPhysical therapySedentary Behaviorbusinessmuscular strengthBiomarkersFood ScienceDemographyNutrients
researchProduct

Cross-sectional associations between cardiorespiratory fitness and NMR-derived metabolic biomarkers in children : the PANIC study

2022

Objective: Cardiorespiratory fitness has been inversely associated with cardiovascular risk across the lifespan. Some studies in adults suggest that higher cardiorespiratory fitness is associated with cardioprotective metabolite profile, but the evidence in children is lacking. Therefore, we investigated the cross-sectional association of cardiorespiratory fitness with serum nuclear magnetic resonance derived metabolic biomarkers in children. Methods: A population sample of 450 children aged 6–8 years was examined. Cardiorespiratory fitness was assessed by a maximal exercise test on a cycle ergometer and quantified as maximal power output normalised for lean body mass assessed by dual-energ…

fyysinen kuntoseerumisydän- ja verisuonitauditlapset (ikäryhmät)biomarkkeritaineenvaihduntatuotteetriskitekijätkliininen rasituskoe
researchProduct

Associations of cardiometabolic risk factors with heart rate variability in 6‐ to 8‐year‐old children : The PANIC Study

2020

Background Associations of cardiometabolic risk factors with heart rate variability (HRV) in children are unclear. We examined associations of cardiometabolic risk score (CRS) and individual cardiometabolic risk factors with HRV variables in 6‐ to 8‐year‐olds. Methods The participants were a population‐based sample of 443 children participating in baseline measurements of the Physical Activity and Nutrition in Children trial. Cardiometabolic risk factors included waist circumference (WC), insulin, glucose, triglycerides, HDL cholesterol, systolic blood pressure (SBP), and diastolic blood pressure (DBP). CRS was calculated as WC + insulin + glucose + triglycerides − HDL cholesterol + the mea…

body fatfyysinen kuntocardiorespiratory fitnessaineenvaihduntahäiriötpediatricsautonomic nervous systemautonominen hermostolapset (ikäryhmät)metabolic profilecirculatory and respiratory physiologykehonkoostumus
researchProduct

Cross‐sectional associations between physical fitness and biomarkers of inflammation in children : the PANIC study

2023

Background Systemic low-grade inflammation has been proposed as an underlying pathophysiological mechanism for cardiometabolic diseases. We investigated the associations of physical fitness with systemic low-grade inflammatory state in a population sample of children. Methods Altogether 391 children aged 6–9 years were examined. Cardiorespiratory fitness (maximal power output, Wmax) was assessed by a maximal cycle ergometer test and neuromuscular fitness by hand grip strength, sit-up, standing long jump, 50-metre shuttle run, static balance, sit-and-reach, and box and block tests. Body fat percentage (BF%) and lean mass (LM) were assessed by dual-energy X-ray absorptiometry. High sensitivit…

paediatricsobesityfyysinen kuntomatala-asteinen tulehdusinflammationphysical fitnesslow-grade inflammationbiomarkerslihavuusbiomarkkeritlapset (ikäryhmät)fitnesskehonkoostumus
researchProduct

Associations of physical activity, sedentary time, and cardiorespiratory fitness with heart rate variability in 6- to 9-year-old children: the PANIC …

2019

Purpose. To study the associations of physical activity (PA), sedentary time (ST), and cardiorespiratory fitness (CRF) with heart rate variability (HRV) in children. Methods. The participants were a population sample of 377 children aged 6–9 years (49% boys). ST, light PA (LPA), moderate PA (MPA), vigorous PA (VPA), and moderate-to-vigorous PA (MVPA), and PA energy expenditure (PAEE) were assessed using a combined heart rate and movement sensor, maximal power output per kilograms of lean body mass as a measure of CRF by maximal cycle ergometer exercise test, and HRV variables (SDNN, RMSSD, LF, and HF) using 5 min resting electrocardiography. Data were analysed by linear regression adjusted …

Malesykesedentary timephysical activitylapset (ikäryhmät)istuminenchildrenHeart Rateautonominen hermostoheart rateHumansAutonomic nervous systemCardiorespiratory fitnessChildExerciseChildrencardiorespiratory fitnessPhysical activityautonomic nervous systemfyysinen kuntoCross-Sectional StudiesPhysical FitnessBody CompositionExercise TestFemaleOriginal ArticleSedentary BehaviorEnergy Metabolismfyysinen aktiivisuus
researchProduct