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. 2019 Dec 23;16(1):137.
doi: 10.1186/s12966-019-0892-4.

Isotemporal substitution of inactive time with physical activity and time in bed: cross-sectional associations with cardiometabolic health in the PREDIMED-Plus study

Aina M Galmes-Panades  1   2 Veronica Varela-Mato  3 Jadwiga Konieczna  1   2 Julia Wärnberg  1   4 Miguel Ángel Martínez-González  1   5   6 Jordi Salas-Salvadó  1   7   8 Dolores Corella  1   9 Helmut Schröder  10   11 Jesús Vioque  11   12 Ángel M Alonso-Gómez  1   13 J Alfredo Martínez  1   14   15 Luís Serra-Majem  1   16 Ramon Estruch  1   17 Francisco J Tinahones  1   18 José Lapetra  1   19 Xavier Pintó  1   20   21 Josep A Tur  1   2   22 Antonio Garcia-Rios  1   23 Blanca Riquelme-Gallego  11   24 José Juan Gaforio  11   25 Pilar Matía-Martín  26 Lidia Daimiel  27 Rafael Manuel Micó Pérez  28 Josep Vidal  29   30 Clotilde Vázquez  1   31 Emilio Ros  1   32 Ana Garcia-Arellano  1   5   33 Andrés Díaz-López  1   7   8 Eva M Asensio  1   9 Olga Castañer  1   10 Francisca Fiol  34 Luis Alfredo Mira-Castejón  35 Anai Moreno Rodríguez  1   13 Juan Carlos Benavente-Marín  4 Itziar Abete  1   14 Laura Tomaino  1   16   36 Rosa Casas  1   17 F Javier Barón López  4 José Carlos Fernández-García  1   18 José Manuel Santos-Lozano  1   19 Ana Galera  1   20 Catalina M Mascaró  1   2   22 Cristina Razquin  1   5 Christopher Papandreou  1   7   8 Olga Portoles  1   9 Karla Alejandra Pérez-Vega  1   10 Miguel Fiol  1   2 Laura Compañ-Gabucio  12 Jessica Vaquero-Luna  1   13 Miguel Ruiz-Canela  1   5 Nerea Becerra-Tomás  1   7   8 Montserrat Fitó  1   10 Dora Romaguera  37   38
Affiliations

Isotemporal substitution of inactive time with physical activity and time in bed: cross-sectional associations with cardiometabolic health in the PREDIMED-Plus study

Aina M Galmes-Panades et al. Int J Behav Nutr Phys Act. .

Abstract

Background: This study explored the association between inactive time and measures of adiposity, clinical parameters, obesity, type 2 diabetes and metabolic syndrome components. It further examined the impact of reallocating inactive time to time in bed, light physical activity (LPA) or moderate-to-vigorous physical activity (MVPA) on cardio-metabolic risk factors, including measures of adiposity and body composition, biochemical parameters and blood pressure in older adults.

Methods: This is a cross-sectional analysis of baseline data from 2189 Caucasian men and women (age 55-75 years, BMI 27-40 Kg/m2) from the PREDIMED-Plus study (http://www.predimedplus.com/). All participants had ≥3 components of the metabolic syndrome. Inactive time, physical activity and time in bed were objectively determined using triaxial accelerometers GENEActiv during 7 days (ActivInsights Ltd., Kimbolton, United Kingdom). Multiple adjusted linear and logistic regression models were used. Isotemporal substitution regression modelling was performed to assess the relationship of replacing the amount of time spent in one activity for another, on each outcome, including measures of adiposity and body composition, biochemical parameters and blood pressure in older adults.

Results: Inactive time was associated with indicators of obesity and the metabolic syndrome. Reallocating 30 min per day of inactive time to 30 min per day of time in bed was associated with lower BMI, waist circumference and glycated hemoglobin (HbA1c) (all p-values < 0.05). Reallocating 30 min per day of inactive time with 30 min per day of LPA or MVPA was associated with lower BMI, waist circumference, total fat, visceral adipose tissue, HbA1c, glucose, triglycerides, and higher body muscle mass and HDL cholesterol (all p-values < 0.05).

Conclusions: Inactive time was associated with a poor cardio-metabolic profile. Isotemporal substitution of inactive time with MVPA and LPA or time in bed could have beneficial impact on cardio-metabolic health.

Trial registration: The trial was registered at the International Standard Randomized Controlled Trial (ISRCTN: http://www.isrctn.com/ISRCTN89898870) with number 89898870 and registration date of 24 July 2014, retrospectively registered.

Keywords: Cardiometabolic risk; Inactive time; Isotemporal substitution; Light physical activity; Moderate to vigorous physical activity; Time in bed.

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Conflict of interest statement

The authors declare that they have no competing interests.

Figures

Fig. 1
Fig. 1
Isotemporal substitution of inactive time (30 min/day) with time in bed and physical activity on standardized cardio-metabolic risk. Values shown are β (95% CI). These represent the change in outcome variables (z-scores) when substituting 30 min per day of inactive time with time in bed and physical activity. Abbreviations: LPA: light physical activity; MVPA: moderate-vigorous physical activity; BMI: body mass index; VAT: visceral adipose tissue; HbA1c: glycated haemoglobin; HDL: high density lipoprotein; LDL: low-density lipoprotein; SBP: systolic blood pressure; DBP: diastolic blood pressure. Linear regression models were used to assess isotemporal substitution of inactive time with time in bed, light PA and MVPA, adjusting for age, sex, educational level, marital status, erMedDiet, and smoking.*indicates p value < 0.05

References

    1. Saklayen MG. The global epidemic of the metabolic syndrome. Curr Hypertens Rep. 2018;20:12. doi: 10.1007/s11906-018-0812-z. - DOI - PMC - PubMed
    1. Falconer CL, Cooper AR, Walhin JP, Thompson D, Page AS, Peters TJ, et al. Sedentary time and markers of inflammation in people with newly diagnosed type 2 diabetes. Nutr Metab Cardiovasc Dis. 2014;24:956–962. doi: 10.1016/j.numecd.2014.03.009. - DOI - PMC - PubMed
    1. Chooi YC, Ding C, Magkos F. The epidemiology of obesity. Metabolism. 2019;92:6–10. doi: 10.1016/j.metabol.2018.09.005. - DOI - PubMed
    1. Colley RC, Michaud I, Garriguet D. Reallocating time between sleep, sedentary and active behaviours: associations with obesity and health in Canadian adults. Heal Reports. 2018;29:1–13. - PubMed
    1. Chastin SFM, Palarea-Albaladejo J, Dontje ML, Skelton DA. Combined effects of time spent in physical activity, sedentary behaviors and sleep on obesity and cardio-metabolic health markers: a novel compositional data analysis approach. Devaney J, editor. PLoS One. 2015;10:e0139984. doi: 10.1371/journal.pone.0139984. - DOI - PMC - PubMed

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