Substituting device-measured sedentary time with alternative 24-hour movement behaviours: compositional associations with adiposity and cardiometabolic risk in the ORISCAV-LUX 2 study
- PMID: 37013622
- PMCID: PMC10071757
- DOI: 10.1186/s13098-023-01040-x
Substituting device-measured sedentary time with alternative 24-hour movement behaviours: compositional associations with adiposity and cardiometabolic risk in the ORISCAV-LUX 2 study
Abstract
Background: There is a considerable burden of sedentary time in European adults. We aimed to quantify the differences in adiposity and cardiometabolic health associated with theoretically exchanging sedentary time for alternative 24 h movement behaviours.
Methods: This observational cross-sectional study included Luxembourg residents aged 18-79 years who each provided ≥ 4 valid days of triaxial accelerometry (n = 1046). Covariable adjusted compositional isotemporal substitution models were used to examine if statistically replacing device-measured sedentary time with more time in the sleep period, light physical activity (PA), or moderate-to-vigorous PA (MVPA) was associated with adiposity and cardiometabolic health markers. We further investigated the cardiometabolic properties of replacing sedentary time which was accumulated in prolonged (≥ 30 min) with non-prolonged (< 30 min) bouts.
Results: Replacing sedentary time with MVPA was favourably associated with adiposity, high-density lipoprotein cholesterol, fasting glucose, insulin, and clustered cardiometabolic risk. Substituting sedentary time with light PA was associated with lower total body fat, fasting insulin, and was the only time-exchange to predict lower triglycerides and a lower apolipoprotein B/A1 ratio. Exchanging sedentary time with more time in the sleep period was associated with lower fasting insulin, and with lower adiposity in short sleepers. There was no significant evidence that replacing prolonged with non-prolonged sedentary time was related to outcomes.
Conclusions: Artificial time-use substitutions indicate that replacing sedentary time with MVPA is beneficially associated with the widest range of cardiometabolic risk factors. Light PA confers some additional and unique metabolic benefit. Extending sleep, by substituting sedentary time with more time in the sleep period, may lower obesity risk in short sleepers.
Keywords: Inactivity; Metabolic syndrome; Obesity; Physical activity; Sleep.
© 2023. The Author(s).
Conflict of interest statement
The authors declare that they have no competing interests.
Figures

Similar articles
-
Arterial stiffness and the reallocation of time between device-measured 24-hour movement behaviours: A compositional data analysis.Atherosclerosis. 2023 Aug;379:117185. doi: 10.1016/j.atherosclerosis.2023.117185. Epub 2023 Jul 5. Atherosclerosis. 2023. PMID: 37531669
-
Replacing sedentary time with physical activity and sleep: Associations with cardiometabolic health markers in adults.Scand J Med Sci Sports. 2023 Jun;33(6):907-920. doi: 10.1111/sms.14323. Epub 2023 Feb 8. Scand J Med Sci Sports. 2023. PMID: 36703280
-
Device-measured physical activity and sedentary time in a national sample of Luxembourg residents: the ORISCAV-LUX 2 study.Int J Behav Nutr Phys Act. 2022 Dec 29;19(1):161. doi: 10.1186/s12966-022-01380-3. Int J Behav Nutr Phys Act. 2022. PMID: 36581944 Free PMC article.
-
A systematic review of compositional data analysis studies examining associations between sleep, sedentary behaviour, and physical activity with health outcomes in adults.Appl Physiol Nutr Metab. 2020 Oct;45(10 (Suppl. 2)):S248-S257. doi: 10.1139/apnm-2020-0160. Appl Physiol Nutr Metab. 2020. PMID: 33054342
-
There Is a Clinical Need to Consider the Physical Activity: Sedentary Pattern in Children with Obesity - Position Paper of the European Childhood Obesity Group.Ann Nutr Metab. 2022;78(4):236-241. doi: 10.1159/000524570. Epub 2022 May 2. Ann Nutr Metab. 2022. PMID: 35500549 Review.
Cited by
-
Isotemporal substitution of physical activity patterns and sitting time with obesity indicators among workers in São Paulo.Sci Rep. 2025 Jan 11;15(1):1684. doi: 10.1038/s41598-025-85601-2. Sci Rep. 2025. PMID: 39799227 Free PMC article.
-
A systematic review of research reporting practices in observational studies examining associations between 24-h movement behaviors and indicators of health using compositional data analysis.J Act Sedentary Sleep Behav. 2024;3(1):23. doi: 10.1186/s44167-024-00062-8. Epub 2024 Oct 2. J Act Sedentary Sleep Behav. 2024. PMID: 39371105 Free PMC article. Review.
-
Associations of movement behaviours and dietary intake with arterial stiffness: results from the ORISCAV-LUX 2 cross-sectional study.BMJ Open. 2024 Jul 27;14(7):e084933. doi: 10.1136/bmjopen-2024-084933. BMJ Open. 2024. PMID: 39067878 Free PMC article.
References
LinkOut - more resources
Full Text Sources