Contributors
Laura Karavirta:
ORCID: https://orcid.org/0000-0003-1372-2304
Role: ConceptualizationRole: Data curationRole: Formal analysisRole: Funding acquisitionRole:
InvestigationRole: MethodologyRole: Project administrationRole: SoftwareRole: SupervisionRole:
VisualizationRole: Writing – original draftRole: Writing – review & editing
Timo Aittokoski: Role: Data curationRole: Formal analysisRole: Writing – review & editing
Katja Pynnönen:
ORCID: https://orcid.org/0000-0002-3809-153X
Role: Formal analysisRole: MethodologyRole: Writing – review & editing
Timo Rantalainen: Role: Formal analysisRole: Writing – review & editing
Kate Westgate: Role: SoftwareRole: Writing – review & editing
Tomas Gonzales:
ORCID: https://orcid.org/0000-0003-0085-8771
Role: SoftwareRole: Writing – review & editing
Lotta Palmberg: Role: Data curationRole: Writing – review & editing
Joona Neuvonen: Role: Data curationRole: Writing – review & editing
Jukka A. Lipponen: Role: Formal analysisRole: Writing – review & editing
Katri Turunen: Role: Data curationRole: Writing – review & editing
Riku Nikander: Role: Data curationRole: Writing – review & editing
Erja Portegijs:
ORCID: https://orcid.org/0000-0002-5205-9616
Role: Data curationRole: Writing – review & editing
Taina Rantanen: Role: ConceptualizationRole: Funding acquisitionRole: SupervisionRole: Writing – review
& editing
Søren Brage: Role: MethodologyRole: SoftwareRole: SupervisionRole: Writing – review & editing
Laurent Mourot: Role: Editor
Journal
Journal ID (nlm-ta): PLoS One
Journal ID (iso-abbrev): PLoS One
Journal ID (publisher-id): plos
Title:
PLOS ONE
Publisher:
Public Library of Science
(San Francisco, CA USA
)
ISSN
(Electronic):
1932-6203
Publication date
(Electronic):
3
February
2025
Publication date Collection: 2025
Volume: 20
Issue: 2
Electronic Location Identifier: e0314456
Affiliations
[1
]
Faculty of Sport and Health Sciences and Gerontology Research Center, University of
Jyväskylä, Jyväskylä, Finland
[2
]
MRC Epidemiology Unit, University of Cambridge, Cambridge, United Kingdom
[3
]
Department of Technical Physics, University of Eastern Finland, Kuopio, Finland
[4
]
Department of Emergency Care, Kuopio University Hospital, Kuopio, Finland
[5
]
Seinäjoki University of Applied Sciences, Seinäjoki, Finland
[6
]
Wellbeing Region of Central Finland/Wellbeing Services County of Central Finland,
Finland
[7
]
University Medical Center Groningen, Center for Human Movement Sciences, University
of Groningen, Groningen, the Netherlands
University of Bourgogne France Comté, FRANCE
Author notes
Competing Interests: The authors have declared that no competing interests exist.
Author information
Article
Publisher ID:
PONE-D-24-17450
DOI: 10.1371/journal.pone.0314456
PMC ID: 11790164
PubMed ID: 39899499
SO-VID: 8cfd312f-18ea-4795-bbf5-c5addf1eefa8
Copyright © © 2025 Karavirta et al
License:
This is an open access article distributed under the terms of the
Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided
the original author and source are credited.
History
Date
received
: 30
May
2024
Date
accepted
: 12
November
2024
Page count
Figures: 4,
Tables: 3,
Pages: 16
Funding
Funded by:
funder-id http://dx.doi.org/10.13039/100019180, HORIZON EUROPE European Research Council;
Award ID: 693045
Award Recipient
:
Taina Rantanen
Funded by:
funder-id http://dx.doi.org/10.13039/100010114, Yrjö Jahnssonin Säätiö;
Award ID: 20197183
Award Recipient
:
ORCID: https://orcid.org/0000-0003-1372-2304
Laura Karavirta
Funded by:
funder-id http://dx.doi.org/10.13039/501100002341, Academy of Finland;
Award ID: 339391
Award Recipient
:
ORCID: https://orcid.org/0000-0003-1372-2304
Laura Karavirta
Funded by:
funder-id http://dx.doi.org/10.13039/501100002341, Academy of Finland;
Award ID: 346462
Award Recipient
:
ORCID: https://orcid.org/0000-0003-1372-2304
Laura Karavirta
Funded by:
Academy of Finland
Award ID: 321336, 328818, 352653
Award Recipient
:
Timo Rantalainen
Funded by:
funder-id http://dx.doi.org/10.13039/501100000265, Medical Research Council;
Award ID: MC_UU_00006/4
Award Recipient
:
Soren Brage
Funded by:
funder-id http://dx.doi.org/10.13039/501100018956, NIHR Cambridge Biomedical Research Centre;
Award ID: NIHR203312, IS-BRC-1215-20014
Award Recipient
:
Soren Brage
Funded by:
funder-id http://dx.doi.org/10.13039/501100004037, Juho Vainion Säätiö;
Award Recipient
:
ORCID: https://orcid.org/0000-0003-1372-2304
Laura Karavirta
This work was supported by the European Research Council (grant number 693045 to TaR),
Yrjö Jahnsson Foundation (grant number 20197183 to LK), and the Academy of Finland
(grant numbers 339391 and 346462 to LK, and 321336, 328818, and 352653 to TiR). KW,
TG, and SB were funded by the UK Medical Research Council (MC_UU_00006/4) and the
NIHR Cambridge Biomedical Research Centre (NIHR203312 and IS-BRC-1215-20014). The
content of this publication does not reflect the official opinion of the funders.
Responsibility for the information and views expressed in the publication lies entirely
with the authors. The funders had no role in study design, data collection and analysis,
decision to publish, or preparation of the manuscript.
Categories
Subject:
Research Article
Subject:
Medicine and Health Sciences
Subject:
Public and Occupational Health
Subject:
Physical Activity
Subject:
Biology and Life Sciences
Subject:
Anatomy
Subject:
Biological Tissue
Subject:
Connective Tissue
Subject:
Adipose Tissue
Subject:
Medicine and Health Sciences
Subject:
Anatomy
Subject:
Biological Tissue
Subject:
Connective Tissue
Subject:
Adipose Tissue
Subject:
Biology and Life Sciences
Subject:
Physiology
Subject:
Biological Locomotion
Subject:
Walking
Subject:
Medicine and Health Sciences
Subject:
Public and Occupational Health
Subject:
Physical Activity
Subject:
Physical Fitness
Subject:
Biology and Life Sciences
Subject:
Biochemistry
Subject:
Bioenergetics
Subject:
Research and Analysis Methods
Subject:
Bioassays and Physiological Analysis
Subject:
Electrophysiological Techniques
Subject:
Cardiac Electrophysiology
Subject:
Electrocardiography
Subject:
Medicine and Health Sciences
Subject:
Public and Occupational Health
Subject:
Physical Activity
Subject:
Physical Fitness
Subject:
Exercise
Subject:
Medicine and Health Sciences
Subject:
Sports and Exercise Medicine
Subject:
Exercise
Subject:
Biology and Life Sciences
Subject:
Sports Science
Subject:
Sports and Exercise Medicine
Subject:
Exercise
Subject:
Medicine and Health Sciences
Subject:
Cardiology
Subject:
Heart Rate
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