Large-scale assessment of physical activity in a population using high-resolution hip-worn accelerometry: the German National Cohort (NAKO)

Andrea Weber; Vincent T van Hees; Michael J Stein; Sylvia Gastell; Karen Steindorf; Florian Herbolsheimer; Stefan Ostrzinski; Tobias Pischon; Mirko Brandes; Lilian Krist; Michael Marschollek; Karin Halina Greiser; Katharina Nimptsch; Berit Brandes; Carmen Jochem; Anja M Sedlmeier; Klaus Berger; Hermann Brenner; Christoph Buck; Stefanie Castell; Marcus Dörr; Carina Emmel; Beate Fischer; Claudia Flexeder; Volker Harth; Antje Hebestreit; Jana-Kristin Heise; Bernd Holleczek; Thomas Keil; Lena Koch-Gallenkamp; Wolfgang Lieb; Claudia Meinke-Franze; Karin B Michels; Rafael Mikolajczyk; Alexander Kluttig; Nadia Obi; Annette Peters; Börge Schmidt; Sabine Schipf; Matthias B Schulze; Henning Teismann; Sabina Waniek; Stefan N Willich; Michael F Leitzmann; Hansjörg Baurecht

doi:10.1038/s41598-024-58461-5

Large-scale assessment of physical activity in a population using high-resolution hip-worn accelerometry: the German National Cohort (NAKO)

Standard

Large-scale assessment of physical activity in a population using high-resolution hip-worn accelerometry: the German National Cohort (NAKO). / Weber, Andrea; van Hees, Vincent T; Stein, Michael J; Gastell, Sylvia; Steindorf, Karen; Herbolsheimer, Florian; Ostrzinski, Stefan; Pischon, Tobias; Brandes, Mirko; Krist, Lilian; Marschollek, Michael; Greiser, Karin Halina; Nimptsch, Katharina; Brandes, Berit; Jochem, Carmen; Sedlmeier, Anja M; Berger, Klaus; Brenner, Hermann; Buck, Christoph; Castell, Stefanie; Dörr, Marcus; Emmel, Carina; Fischer, Beate; Flexeder, Claudia; Harth, Volker; Hebestreit, Antje; Heise, Jana-Kristin; Holleczek, Bernd; Keil, Thomas; Koch-Gallenkamp, Lena; Lieb, Wolfgang; Meinke-Franze, Claudia; Michels, Karin B; Mikolajczyk, Rafael; Kluttig, Alexander; Obi, Nadia; Peters, Annette; Schmidt, Börge; Schipf, Sabine; Schulze, Matthias B; Teismann, Henning; Waniek, Sabina; Willich, Stefan N; Leitzmann, Michael F; Baurecht, Hansjörg.

in: SCI REP-UK, Jahrgang 14, Nr. 1, 04.04.2024, S. 7927.

Publikationen: SCORING: Beitrag in Fachzeitschrift/Zeitung › SCORING: Zeitschriftenaufsatz › Forschung › Begutachtung

Harvard

Weber, A, van Hees, VT, Stein, MJ, Gastell, S, Steindorf, K, Herbolsheimer, F, Ostrzinski, S, Pischon, T, Brandes, M, Krist, L, Marschollek, M, Greiser, KH, Nimptsch, K, Brandes, B, Jochem, C, Sedlmeier, AM, Berger, K, Brenner, H, Buck, C, Castell, S, Dörr, M, Emmel, C, Fischer, B, Flexeder, C, Harth, V, Hebestreit, A, Heise, J-K, Holleczek, B, Keil, T, Koch-Gallenkamp, L, Lieb, W, Meinke-Franze, C, Michels, KB, Mikolajczyk, R, Kluttig, A, Obi, N, Peters, A, Schmidt, B, Schipf, S, Schulze, MB, Teismann, H, Waniek, S, Willich, SN, Leitzmann, MF & Baurecht, H 2024, 'Large-scale assessment of physical activity in a population using high-resolution hip-worn accelerometry: the German National Cohort (NAKO)', SCI REP-UK, Jg. 14, Nr. 1, S. 7927. https://doi.org/10.1038/s41598-024-58461-5

APA

Weber, A., van Hees, V. T., Stein, M. J., Gastell, S., Steindorf, K., Herbolsheimer, F., Ostrzinski, S., Pischon, T., Brandes, M., Krist, L., Marschollek, M., Greiser, K. H., Nimptsch, K., Brandes, B., Jochem, C., Sedlmeier, A. M., Berger, K., Brenner, H., Buck, C., ... Baurecht, H. (2024). Large-scale assessment of physical activity in a population using high-resolution hip-worn accelerometry: the German National Cohort (NAKO). SCI REP-UK, 14(1), 7927. https://doi.org/10.1038/s41598-024-58461-5

Vancouver

Weber A, van Hees VT, Stein MJ, Gastell S, Steindorf K, Herbolsheimer F et al. Large-scale assessment of physical activity in a population using high-resolution hip-worn accelerometry: the German National Cohort (NAKO). SCI REP-UK. 2024 Apr 4;14(1):7927. https://doi.org/10.1038/s41598-024-58461-5

Bibtex

@article{45e9428dcf444db1a008f0d10b25dc79,

title = "Large-scale assessment of physical activity in a population using high-resolution hip-worn accelerometry: the German National Cohort (NAKO)",

abstract = "Large population-based cohort studies utilizing device-based measures of physical activity are crucial to close important research gaps regarding the potential protective effects of physical activity on chronic diseases. The present study details the quality control processes and the derivation of physical activity metrics from 100 Hz accelerometer data collected in the German National Cohort (NAKO). During the 2014 to 2019 baseline assessment, a subsample of NAKO participants wore a triaxial ActiGraph accelerometer on their right hip for seven consecutive days. Auto-calibration, signal feature calculations including Euclidean Norm Minus One (ENMO) and Mean Amplitude Deviation (MAD), identification of non-wear time, and imputation, were conducted using the R package GGIR version 2.10-3. A total of 73,334 participants contributed data for accelerometry analysis, of whom 63,236 provided valid data. The average ENMO was 11.7 ± 3.7 mg (milli gravitational acceleration) and the average MAD was 19.9 ± 6.1 mg. Notably, acceleration summary metrics were higher in men than women and diminished with increasing age. Work generated in the present study will facilitate harmonized analysis, reproducibility, and utilization of NAKO accelerometry data. The NAKO accelerometry dataset represents a valuable asset for physical activity research and will be accessible through a specified application process.",

keywords = "Male, Humans, Female, Reproducibility of Results, Accelerometry, Exercise, Calibration, Hip",

author = "Andrea Weber and {van Hees}, {Vincent T} and Stein, {Michael J} and Sylvia Gastell and Karen Steindorf and Florian Herbolsheimer and Stefan Ostrzinski and Tobias Pischon and Mirko Brandes and Lilian Krist and Michael Marschollek and Greiser, {Karin Halina} and Katharina Nimptsch and Berit Brandes and Carmen Jochem and Sedlmeier, {Anja M} and Klaus Berger and Hermann Brenner and Christoph Buck and Stefanie Castell and Marcus D{\"o}rr and Carina Emmel and Beate Fischer and Claudia Flexeder and Volker Harth and Antje Hebestreit and Jana-Kristin Heise and Bernd Holleczek and Thomas Keil and Lena Koch-Gallenkamp and Wolfgang Lieb and Claudia Meinke-Franze and Michels, {Karin B} and Rafael Mikolajczyk and Alexander Kluttig and Nadia Obi and Annette Peters and B{\"o}rge Schmidt and Sabine Schipf and Schulze, {Matthias B} and Henning Teismann and Sabina Waniek and Willich, {Stefan N} and Leitzmann, {Michael F} and Hansj{\"o}rg Baurecht",

note = "{\textcopyright} 2024. The Author(s).",

year = "2024",

month = apr,

day = "4",

doi = "10.1038/s41598-024-58461-5",

language = "English",

volume = "14",

pages = "7927",

journal = "SCI REP-UK",

issn = "2045-2322",

publisher = "NATURE PUBLISHING GROUP",

number = "1",

}

RIS

TY - JOUR

T1 - Large-scale assessment of physical activity in a population using high-resolution hip-worn accelerometry: the German National Cohort (NAKO)

AU - Weber, Andrea

AU - van Hees, Vincent T

AU - Stein, Michael J

AU - Gastell, Sylvia

AU - Steindorf, Karen

AU - Herbolsheimer, Florian

AU - Ostrzinski, Stefan

AU - Pischon, Tobias

AU - Brandes, Mirko

AU - Krist, Lilian

AU - Marschollek, Michael

AU - Greiser, Karin Halina

AU - Nimptsch, Katharina

AU - Brandes, Berit

AU - Jochem, Carmen

AU - Sedlmeier, Anja M

AU - Berger, Klaus

AU - Brenner, Hermann

AU - Buck, Christoph

AU - Castell, Stefanie

AU - Dörr, Marcus

AU - Emmel, Carina

AU - Fischer, Beate

AU - Flexeder, Claudia

AU - Harth, Volker

AU - Hebestreit, Antje

AU - Heise, Jana-Kristin

AU - Holleczek, Bernd

AU - Keil, Thomas

AU - Koch-Gallenkamp, Lena

AU - Lieb, Wolfgang

AU - Meinke-Franze, Claudia

AU - Michels, Karin B

AU - Mikolajczyk, Rafael

AU - Kluttig, Alexander

AU - Obi, Nadia

AU - Peters, Annette

AU - Schmidt, Börge

AU - Schipf, Sabine

AU - Schulze, Matthias B

AU - Teismann, Henning

AU - Waniek, Sabina

AU - Willich, Stefan N

AU - Leitzmann, Michael F

AU - Baurecht, Hansjörg

PY - 2024/4/4

Y1 - 2024/4/4

N2 - Large population-based cohort studies utilizing device-based measures of physical activity are crucial to close important research gaps regarding the potential protective effects of physical activity on chronic diseases. The present study details the quality control processes and the derivation of physical activity metrics from 100 Hz accelerometer data collected in the German National Cohort (NAKO). During the 2014 to 2019 baseline assessment, a subsample of NAKO participants wore a triaxial ActiGraph accelerometer on their right hip for seven consecutive days. Auto-calibration, signal feature calculations including Euclidean Norm Minus One (ENMO) and Mean Amplitude Deviation (MAD), identification of non-wear time, and imputation, were conducted using the R package GGIR version 2.10-3. A total of 73,334 participants contributed data for accelerometry analysis, of whom 63,236 provided valid data. The average ENMO was 11.7 ± 3.7 mg (milli gravitational acceleration) and the average MAD was 19.9 ± 6.1 mg. Notably, acceleration summary metrics were higher in men than women and diminished with increasing age. Work generated in the present study will facilitate harmonized analysis, reproducibility, and utilization of NAKO accelerometry data. The NAKO accelerometry dataset represents a valuable asset for physical activity research and will be accessible through a specified application process.

AB - Large population-based cohort studies utilizing device-based measures of physical activity are crucial to close important research gaps regarding the potential protective effects of physical activity on chronic diseases. The present study details the quality control processes and the derivation of physical activity metrics from 100 Hz accelerometer data collected in the German National Cohort (NAKO). During the 2014 to 2019 baseline assessment, a subsample of NAKO participants wore a triaxial ActiGraph accelerometer on their right hip for seven consecutive days. Auto-calibration, signal feature calculations including Euclidean Norm Minus One (ENMO) and Mean Amplitude Deviation (MAD), identification of non-wear time, and imputation, were conducted using the R package GGIR version 2.10-3. A total of 73,334 participants contributed data for accelerometry analysis, of whom 63,236 provided valid data. The average ENMO was 11.7 ± 3.7 mg (milli gravitational acceleration) and the average MAD was 19.9 ± 6.1 mg. Notably, acceleration summary metrics were higher in men than women and diminished with increasing age. Work generated in the present study will facilitate harmonized analysis, reproducibility, and utilization of NAKO accelerometry data. The NAKO accelerometry dataset represents a valuable asset for physical activity research and will be accessible through a specified application process.

KW - Male

KW - Humans

KW - Female

KW - Reproducibility of Results

KW - Accelerometry

KW - Exercise

KW - Calibration

KW - Hip

U2 - 10.1038/s41598-024-58461-5

DO - 10.1038/s41598-024-58461-5

M3 - SCORING: Journal article

C2 - 38575636

VL - 14

SP - 7927

JO - SCI REP-UK

JF - SCI REP-UK

SN - 2045-2322

IS - 1

ER -