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A novel estimate of biological aging by multiple fitness tests is associated with risk scores for age-related diseases

Introduction: Recent research highlights the need for a correct instrument for monitoring the individual health status, especially in the elderly. Different definitions of biological aging have been proposed, with a consistent positive association of physical activity and physical fitness with decel...

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Autores principales: Manca, A., Fiorito, G., Morrone, M., Boi, A., Mercante, B., Martinez, G., Ventura, L., Delitala, A. P., Cano, A., Catte, M. G., Solinas, G., Melis, F., Ginatempo, F., Deriu, F.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10203437/
https://www.ncbi.nlm.nih.gov/pubmed/37228822
http://dx.doi.org/10.3389/fphys.2023.1164943
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author Manca, A.
Fiorito, G.
Morrone, M.
Boi, A.
Mercante, B.
Martinez, G.
Ventura, L.
Delitala, A. P.
Cano, A.
Catte, M. G.
Solinas, G.
Melis, F.
Ginatempo, F.
Deriu, F.
author_facet Manca, A.
Fiorito, G.
Morrone, M.
Boi, A.
Mercante, B.
Martinez, G.
Ventura, L.
Delitala, A. P.
Cano, A.
Catte, M. G.
Solinas, G.
Melis, F.
Ginatempo, F.
Deriu, F.
author_sort Manca, A.
collection PubMed
description Introduction: Recent research highlights the need for a correct instrument for monitoring the individual health status, especially in the elderly. Different definitions of biological aging have been proposed, with a consistent positive association of physical activity and physical fitness with decelerated aging trajectories. The six-minute walking test is considered the current gold standard for estimating the individual fitness status in the elderly. Methods: In this study, we investigated the possibility of overcoming the main limitations of assessing fitness status based on a single measure. As a result, we developed a novel measure of fitness status based on multiple fitness tests. In 176 Sardinian individuals aged 51–80 years we collected the results of eight fitness tests to measure participants’ functional mobility, gait, aerobic condition, endurance, upper and lower limb strength, and static and dynamic balance. In addition, the participants’ state of health was estimated through validated risk scores for cardiovascular diseases, diabetes, mortality, and a comorbidity index. Results: Six measures contributing to fitness age were extracted, with TUG showing the largest contribution (beta = 2.23 SDs), followed by handgrip strength (beta = −1.98 SDs) and 6MWT distance (beta = −1.11 SDs). Based on fitness age estimates, we developed a biological aging measure using an elastic net model regression as a linear combination of the results of the fitness tests described above. Our newly developed biomarker was significantly associated with risk scores for cardiovascular events (ACC-AHA: r = 0.61; p = 0.0006; MESA: r = 0.21; p = 0.002) and mortality (Levine mortality score: r = 0.90; p = 0.0002) and outperformed the previous definition of fitness status based on the six-minute walking test in predicting an individual health status. Discussion: Our results indicate that a composite measure of biological age based on multiple fitness tests may be helpful for screening and monitoring strategies in clinical practice. However, additional studies are needed to test standardisation and to calibrate and validate the present results.
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spelling pubmed-102034372023-05-24 A novel estimate of biological aging by multiple fitness tests is associated with risk scores for age-related diseases Manca, A. Fiorito, G. Morrone, M. Boi, A. Mercante, B. Martinez, G. Ventura, L. Delitala, A. P. Cano, A. Catte, M. G. Solinas, G. Melis, F. Ginatempo, F. Deriu, F. Front Physiol Physiology Introduction: Recent research highlights the need for a correct instrument for monitoring the individual health status, especially in the elderly. Different definitions of biological aging have been proposed, with a consistent positive association of physical activity and physical fitness with decelerated aging trajectories. The six-minute walking test is considered the current gold standard for estimating the individual fitness status in the elderly. Methods: In this study, we investigated the possibility of overcoming the main limitations of assessing fitness status based on a single measure. As a result, we developed a novel measure of fitness status based on multiple fitness tests. In 176 Sardinian individuals aged 51–80 years we collected the results of eight fitness tests to measure participants’ functional mobility, gait, aerobic condition, endurance, upper and lower limb strength, and static and dynamic balance. In addition, the participants’ state of health was estimated through validated risk scores for cardiovascular diseases, diabetes, mortality, and a comorbidity index. Results: Six measures contributing to fitness age were extracted, with TUG showing the largest contribution (beta = 2.23 SDs), followed by handgrip strength (beta = −1.98 SDs) and 6MWT distance (beta = −1.11 SDs). Based on fitness age estimates, we developed a biological aging measure using an elastic net model regression as a linear combination of the results of the fitness tests described above. Our newly developed biomarker was significantly associated with risk scores for cardiovascular events (ACC-AHA: r = 0.61; p = 0.0006; MESA: r = 0.21; p = 0.002) and mortality (Levine mortality score: r = 0.90; p = 0.0002) and outperformed the previous definition of fitness status based on the six-minute walking test in predicting an individual health status. Discussion: Our results indicate that a composite measure of biological age based on multiple fitness tests may be helpful for screening and monitoring strategies in clinical practice. However, additional studies are needed to test standardisation and to calibrate and validate the present results. Frontiers Media S.A. 2023-05-09 /pmc/articles/PMC10203437/ /pubmed/37228822 http://dx.doi.org/10.3389/fphys.2023.1164943 Text en Copyright © 2023 Manca, Fiorito, Morrone, Boi, Mercante, Martinez, Ventura, Delitala, Cano, Catte, Solinas, Melis, Ginatempo and Deriu. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Physiology
Manca, A.
Fiorito, G.
Morrone, M.
Boi, A.
Mercante, B.
Martinez, G.
Ventura, L.
Delitala, A. P.
Cano, A.
Catte, M. G.
Solinas, G.
Melis, F.
Ginatempo, F.
Deriu, F.
A novel estimate of biological aging by multiple fitness tests is associated with risk scores for age-related diseases
title A novel estimate of biological aging by multiple fitness tests is associated with risk scores for age-related diseases
title_full A novel estimate of biological aging by multiple fitness tests is associated with risk scores for age-related diseases
title_fullStr A novel estimate of biological aging by multiple fitness tests is associated with risk scores for age-related diseases
title_full_unstemmed A novel estimate of biological aging by multiple fitness tests is associated with risk scores for age-related diseases
title_short A novel estimate of biological aging by multiple fitness tests is associated with risk scores for age-related diseases
title_sort novel estimate of biological aging by multiple fitness tests is associated with risk scores for age-related diseases
topic Physiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10203437/
https://www.ncbi.nlm.nih.gov/pubmed/37228822
http://dx.doi.org/10.3389/fphys.2023.1164943
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