Strenuous Physical Training, Physical Fitness, Body Composition and Bacteroides to Prevotella Ratio in the Gut of Elderly Athletes
Regular physical activity seems to have a positive effect on the microbiota composition of the elderly, but little is known about the added possible benefits of strenuous endurance training. To gain insight into the physiology of the elderly and to identify biomarkers associated with endurance train...
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Language: | English |
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Frontiers Media S.A.
2021-06-01
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Series: | Frontiers in Physiology |
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Online Access: | https://www.frontiersin.org/articles/10.3389/fphys.2021.670989/full |
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record_format |
Article |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Katarína Šoltys Katarína Šoltys Leonard Lendvorský Ivan Hric Eva Baranovičová Adela Penesová Ivan Mikula Miroslav Bohmer Jaroslav Budiš Silvia Vávrová Jozef Grones Marian Grendar Martin Kolísek Viktor Bielik |
spellingShingle |
Katarína Šoltys Katarína Šoltys Leonard Lendvorský Ivan Hric Eva Baranovičová Adela Penesová Ivan Mikula Miroslav Bohmer Jaroslav Budiš Silvia Vávrová Jozef Grones Marian Grendar Martin Kolísek Viktor Bielik Strenuous Physical Training, Physical Fitness, Body Composition and Bacteroides to Prevotella Ratio in the Gut of Elderly Athletes Frontiers in Physiology microbiome exercise body fat VO2max aging |
author_facet |
Katarína Šoltys Katarína Šoltys Leonard Lendvorský Ivan Hric Eva Baranovičová Adela Penesová Ivan Mikula Miroslav Bohmer Jaroslav Budiš Silvia Vávrová Jozef Grones Marian Grendar Martin Kolísek Viktor Bielik |
author_sort |
Katarína Šoltys |
title |
Strenuous Physical Training, Physical Fitness, Body Composition and Bacteroides to Prevotella Ratio in the Gut of Elderly Athletes |
title_short |
Strenuous Physical Training, Physical Fitness, Body Composition and Bacteroides to Prevotella Ratio in the Gut of Elderly Athletes |
title_full |
Strenuous Physical Training, Physical Fitness, Body Composition and Bacteroides to Prevotella Ratio in the Gut of Elderly Athletes |
title_fullStr |
Strenuous Physical Training, Physical Fitness, Body Composition and Bacteroides to Prevotella Ratio in the Gut of Elderly Athletes |
title_full_unstemmed |
Strenuous Physical Training, Physical Fitness, Body Composition and Bacteroides to Prevotella Ratio in the Gut of Elderly Athletes |
title_sort |
strenuous physical training, physical fitness, body composition and bacteroides to prevotella ratio in the gut of elderly athletes |
publisher |
Frontiers Media S.A. |
series |
Frontiers in Physiology |
issn |
1664-042X |
publishDate |
2021-06-01 |
description |
Regular physical activity seems to have a positive effect on the microbiota composition of the elderly, but little is known about the added possible benefits of strenuous endurance training. To gain insight into the physiology of the elderly and to identify biomarkers associated with endurance training, we combined different omics approaches. We aimed to investigate the gut microbiome, plasma composition, body composition, cardiorespiratory fitness, and muscle strength of lifetime elderly endurance athletes (LA) age 63.5 (95% CI 61.4, 65.7), height 177.2 (95% CI 174.4, 180.1) cm, weight 77.8 (95% CI 75.1, 80.5) kg, VO2max 42.4 (95% CI 39.8, 45.0) ml.kg–1.min–1 (n = 13) and healthy controls age 64.9 (95% CI 62.1, 67.7), height 174.9 (95% CI 171.2, 178.6) cm, weight 83.4 (95% CI 77.1, 89.7) kg, VO2max 28.9 (95% CI 23.9, 33.9), ml.kg–1.min–1 (n = 9). Microbiome analysis was performed on collected stool samples further subjected to 16S rRNA gene analysis. NMR-spectroscopic analysis was applied to determine and compare selected blood plasma metabolites mostly linked to energy metabolism. The machine learning (ML) analysis discriminated subjects from the LA and CTRL groups using the joint predictors Bacteroides 1.8E + 00 (95% CI 1.1, 2.5)%, 3.8E + 00 (95% CI 2.7, 4.8)% (p = 0.002); Prevotella 1.3 (95% CI 0.28, 2.4)%, 0.1 (95% CI 0.07, 0.3)% (p = 0.02); Intestinimonas 1.3E-02 (95% CI 9.3E-03, 1.7E-02)%, 5.9E-03 (95% CI 3.9E-03, 7.9E-03)% (p = 0.002), Subdoligranulum 7.9E-02 (95% CI 2.5E-02, 1.3E-02)%, 3.2E-02 (95% CI 1.8E-02, 4.6E-02)% (p = 0.02); and the ratio of Bacteroides to Prevotella 133 (95% CI -86.2, 352), 732 (95% CI 385, 1079.3) (p = 0.03), leading to an ROC curve with AUC of 0.94. Further, random forest ML analysis identified VO2max, BMI, and the Bacteroides to Prevotella ratio as appropriate, joint predictors for discriminating between subjects from the LA and CTRL groups. Although lifelong endurance training does not bring any significant benefit regarding overall gut microbiota diversity, strenuous athletic training is associated with higher cardiorespiratory fitness, lower body fat, and some favorable gut microbiota composition, all factors associated with slowing the rate of biological aging. |
topic |
microbiome exercise body fat VO2max aging |
url |
https://www.frontiersin.org/articles/10.3389/fphys.2021.670989/full |
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doaj-61491842c3c64d938755fea7d6638cf12021-06-22T04:24:59ZengFrontiers Media S.A.Frontiers in Physiology1664-042X2021-06-011210.3389/fphys.2021.670989670989Strenuous Physical Training, Physical Fitness, Body Composition and Bacteroides to Prevotella Ratio in the Gut of Elderly AthletesKatarína Šoltys0Katarína Šoltys1Leonard Lendvorský2Ivan Hric3Eva Baranovičová4Adela Penesová5Ivan Mikula6Miroslav Bohmer7Jaroslav Budiš8Silvia Vávrová9Jozef Grones10Marian Grendar11Martin Kolísek12Viktor Bielik13Department of Microbiology and Virology, Faculty of Natural Sciences, Comenius University in Bratislava, Bratislava, SlovakiaComenius University Science Park, Comenius University in Bratislava, Bratislava, SlovakiaDepartment of Biological and Medical Science, Faculty of Physical Education and Sport, Comenius University in Bratislava, Bratislava, SlovakiaDepartment of Biological and Medical Science, Faculty of Physical Education and Sport, Comenius University in Bratislava, Bratislava, SlovakiaBiomedical Center Martin, Jessenius Faculty of Medicine in Matin, Comenius University in Bratislava, Martin, SlovakiaInstitute of Clinical and Translational Research Biomedical Center, Slovak Academy of Sciences, Bratislava, SlovakiaThe Concern Foundation Laboratories at The Lautenberg Center for Immunology and Cancer Research, Israel-Canada Medical Research Institute, Faculty of Medicine, The Hebrew University, Jerusalem, IsraelComenius University Science Park, Comenius University in Bratislava, Bratislava, SlovakiaComenius University Science Park, Comenius University in Bratislava, Bratislava, SlovakiaDepartment of Molecular Biology, Faculty of Natural Sciences, Comenius University in Bratislava, Bratislava, SlovakiaDepartment of Molecular Biology, Faculty of Natural Sciences, Comenius University in Bratislava, Bratislava, SlovakiaBiomedical Center Martin, Jessenius Faculty of Medicine in Matin, Comenius University in Bratislava, Martin, SlovakiaBiomedical Center Martin, Jessenius Faculty of Medicine in Matin, Comenius University in Bratislava, Martin, SlovakiaDepartment of Biological and Medical Science, Faculty of Physical Education and Sport, Comenius University in Bratislava, Bratislava, SlovakiaRegular physical activity seems to have a positive effect on the microbiota composition of the elderly, but little is known about the added possible benefits of strenuous endurance training. To gain insight into the physiology of the elderly and to identify biomarkers associated with endurance training, we combined different omics approaches. We aimed to investigate the gut microbiome, plasma composition, body composition, cardiorespiratory fitness, and muscle strength of lifetime elderly endurance athletes (LA) age 63.5 (95% CI 61.4, 65.7), height 177.2 (95% CI 174.4, 180.1) cm, weight 77.8 (95% CI 75.1, 80.5) kg, VO2max 42.4 (95% CI 39.8, 45.0) ml.kg–1.min–1 (n = 13) and healthy controls age 64.9 (95% CI 62.1, 67.7), height 174.9 (95% CI 171.2, 178.6) cm, weight 83.4 (95% CI 77.1, 89.7) kg, VO2max 28.9 (95% CI 23.9, 33.9), ml.kg–1.min–1 (n = 9). Microbiome analysis was performed on collected stool samples further subjected to 16S rRNA gene analysis. NMR-spectroscopic analysis was applied to determine and compare selected blood plasma metabolites mostly linked to energy metabolism. The machine learning (ML) analysis discriminated subjects from the LA and CTRL groups using the joint predictors Bacteroides 1.8E + 00 (95% CI 1.1, 2.5)%, 3.8E + 00 (95% CI 2.7, 4.8)% (p = 0.002); Prevotella 1.3 (95% CI 0.28, 2.4)%, 0.1 (95% CI 0.07, 0.3)% (p = 0.02); Intestinimonas 1.3E-02 (95% CI 9.3E-03, 1.7E-02)%, 5.9E-03 (95% CI 3.9E-03, 7.9E-03)% (p = 0.002), Subdoligranulum 7.9E-02 (95% CI 2.5E-02, 1.3E-02)%, 3.2E-02 (95% CI 1.8E-02, 4.6E-02)% (p = 0.02); and the ratio of Bacteroides to Prevotella 133 (95% CI -86.2, 352), 732 (95% CI 385, 1079.3) (p = 0.03), leading to an ROC curve with AUC of 0.94. Further, random forest ML analysis identified VO2max, BMI, and the Bacteroides to Prevotella ratio as appropriate, joint predictors for discriminating between subjects from the LA and CTRL groups. Although lifelong endurance training does not bring any significant benefit regarding overall gut microbiota diversity, strenuous athletic training is associated with higher cardiorespiratory fitness, lower body fat, and some favorable gut microbiota composition, all factors associated with slowing the rate of biological aging.https://www.frontiersin.org/articles/10.3389/fphys.2021.670989/fullmicrobiomeexercisebody fatVO2maxaging |