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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Main Authors: 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
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-06-01
Series:Frontiers in Physiology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fphys.2021.670989/full
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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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spelling 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