Cargando…
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...
Autores principales: | , , , , , , , , , , , , , |
---|---|
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 |
_version_ | 1785045631394381824 |
---|---|
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. |
format | Online Article Text |
id | pubmed-10203437 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT mancaa anovelestimateofbiologicalagingbymultiplefitnesstestsisassociatedwithriskscoresforagerelateddiseases AT fioritog anovelestimateofbiologicalagingbymultiplefitnesstestsisassociatedwithriskscoresforagerelateddiseases AT morronem anovelestimateofbiologicalagingbymultiplefitnesstestsisassociatedwithriskscoresforagerelateddiseases AT boia anovelestimateofbiologicalagingbymultiplefitnesstestsisassociatedwithriskscoresforagerelateddiseases AT mercanteb anovelestimateofbiologicalagingbymultiplefitnesstestsisassociatedwithriskscoresforagerelateddiseases AT martinezg anovelestimateofbiologicalagingbymultiplefitnesstestsisassociatedwithriskscoresforagerelateddiseases AT ventural anovelestimateofbiologicalagingbymultiplefitnesstestsisassociatedwithriskscoresforagerelateddiseases AT delitalaap anovelestimateofbiologicalagingbymultiplefitnesstestsisassociatedwithriskscoresforagerelateddiseases AT canoa anovelestimateofbiologicalagingbymultiplefitnesstestsisassociatedwithriskscoresforagerelateddiseases AT cattemg anovelestimateofbiologicalagingbymultiplefitnesstestsisassociatedwithriskscoresforagerelateddiseases AT solinasg anovelestimateofbiologicalagingbymultiplefitnesstestsisassociatedwithriskscoresforagerelateddiseases AT melisf anovelestimateofbiologicalagingbymultiplefitnesstestsisassociatedwithriskscoresforagerelateddiseases AT ginatempof anovelestimateofbiologicalagingbymultiplefitnesstestsisassociatedwithriskscoresforagerelateddiseases AT deriuf anovelestimateofbiologicalagingbymultiplefitnesstestsisassociatedwithriskscoresforagerelateddiseases AT mancaa novelestimateofbiologicalagingbymultiplefitnesstestsisassociatedwithriskscoresforagerelateddiseases AT fioritog novelestimateofbiologicalagingbymultiplefitnesstestsisassociatedwithriskscoresforagerelateddiseases AT morronem novelestimateofbiologicalagingbymultiplefitnesstestsisassociatedwithriskscoresforagerelateddiseases AT boia novelestimateofbiologicalagingbymultiplefitnesstestsisassociatedwithriskscoresforagerelateddiseases AT mercanteb novelestimateofbiologicalagingbymultiplefitnesstestsisassociatedwithriskscoresforagerelateddiseases AT martinezg novelestimateofbiologicalagingbymultiplefitnesstestsisassociatedwithriskscoresforagerelateddiseases AT ventural novelestimateofbiologicalagingbymultiplefitnesstestsisassociatedwithriskscoresforagerelateddiseases AT delitalaap novelestimateofbiologicalagingbymultiplefitnesstestsisassociatedwithriskscoresforagerelateddiseases AT canoa novelestimateofbiologicalagingbymultiplefitnesstestsisassociatedwithriskscoresforagerelateddiseases AT cattemg novelestimateofbiologicalagingbymultiplefitnesstestsisassociatedwithriskscoresforagerelateddiseases AT solinasg novelestimateofbiologicalagingbymultiplefitnesstestsisassociatedwithriskscoresforagerelateddiseases AT melisf novelestimateofbiologicalagingbymultiplefitnesstestsisassociatedwithriskscoresforagerelateddiseases AT ginatempof novelestimateofbiologicalagingbymultiplefitnesstestsisassociatedwithriskscoresforagerelateddiseases AT deriuf novelestimateofbiologicalagingbymultiplefitnesstestsisassociatedwithriskscoresforagerelateddiseases |