Cargando…
The Muscle Carnosine Response to Beta-Alanine Supplementation: A Systematic Review With Bayesian Individual and Aggregate Data E-Max Model and Meta-Analysis
Beta-alanine (BA) supplementation increases muscle carnosine content (MCarn), and has many proven, and purported, ergogenic, and therapeutic benefits. Currently, many questions on the nature of the MCarn response to supplementation are open, and the response to these has considerable potential to en...
Autores principales: | , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7456894/ https://www.ncbi.nlm.nih.gov/pubmed/32922303 http://dx.doi.org/10.3389/fphys.2020.00913 |
_version_ | 1783575889144971264 |
---|---|
author | Rezende, Nathália Saffioti Swinton, Paul de Oliveira, Luana Farias da Silva, Rafael Pires da Eira Silva, Vinicius Nemezio, Kleiner Yamaguchi, Guilherme Artioli, Guilherme Giannini Gualano, Bruno Saunders, Bryan Dolan, Eimear |
author_facet | Rezende, Nathália Saffioti Swinton, Paul de Oliveira, Luana Farias da Silva, Rafael Pires da Eira Silva, Vinicius Nemezio, Kleiner Yamaguchi, Guilherme Artioli, Guilherme Giannini Gualano, Bruno Saunders, Bryan Dolan, Eimear |
author_sort | Rezende, Nathália Saffioti |
collection | PubMed |
description | Beta-alanine (BA) supplementation increases muscle carnosine content (MCarn), and has many proven, and purported, ergogenic, and therapeutic benefits. Currently, many questions on the nature of the MCarn response to supplementation are open, and the response to these has considerable potential to enhance the efficacy and application of this supplementation strategy. To address these questions, we conducted a systematic review with Bayesian-based meta-analysis of all published aggregate data using a dose response (Emax) model. Meta-regression was used to consider the influence of potential moderators (including dose, sex, age, baseline MCarn, and analysis method used) on the primary outcome. The protocol was designed according to PRISMA guidelines and a three-step screening strategy was undertaken to identify studies that measured the MCarn response to BA supplementation. Additionally, we conducted an original analysis of all available individual data on the MCarn response to BA supplementation from studies conducted within our lab (n = 99). The Emax model indicated that human skeletal muscle has large capacity for non-linear MCarn accumulation, and that commonly used BA supplementation protocols may not come close to saturating muscle carnosine content. Neither baseline values, nor sex, appeared to influence subsequent response to supplementation. Analysis of individual data indicated that MCarn is relatively stable in the absence of intervention, and effectually all participants respond to BA supplementation (99.3% response [95%CrI: 96.2–100]). |
format | Online Article Text |
id | pubmed-7456894 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-74568942020-09-11 The Muscle Carnosine Response to Beta-Alanine Supplementation: A Systematic Review With Bayesian Individual and Aggregate Data E-Max Model and Meta-Analysis Rezende, Nathália Saffioti Swinton, Paul de Oliveira, Luana Farias da Silva, Rafael Pires da Eira Silva, Vinicius Nemezio, Kleiner Yamaguchi, Guilherme Artioli, Guilherme Giannini Gualano, Bruno Saunders, Bryan Dolan, Eimear Front Physiol Physiology Beta-alanine (BA) supplementation increases muscle carnosine content (MCarn), and has many proven, and purported, ergogenic, and therapeutic benefits. Currently, many questions on the nature of the MCarn response to supplementation are open, and the response to these has considerable potential to enhance the efficacy and application of this supplementation strategy. To address these questions, we conducted a systematic review with Bayesian-based meta-analysis of all published aggregate data using a dose response (Emax) model. Meta-regression was used to consider the influence of potential moderators (including dose, sex, age, baseline MCarn, and analysis method used) on the primary outcome. The protocol was designed according to PRISMA guidelines and a three-step screening strategy was undertaken to identify studies that measured the MCarn response to BA supplementation. Additionally, we conducted an original analysis of all available individual data on the MCarn response to BA supplementation from studies conducted within our lab (n = 99). The Emax model indicated that human skeletal muscle has large capacity for non-linear MCarn accumulation, and that commonly used BA supplementation protocols may not come close to saturating muscle carnosine content. Neither baseline values, nor sex, appeared to influence subsequent response to supplementation. Analysis of individual data indicated that MCarn is relatively stable in the absence of intervention, and effectually all participants respond to BA supplementation (99.3% response [95%CrI: 96.2–100]). Frontiers Media S.A. 2020-08-14 /pmc/articles/PMC7456894/ /pubmed/32922303 http://dx.doi.org/10.3389/fphys.2020.00913 Text en Copyright © 2020 Rezende, Swinton, de Oliveira, da Silva, da Eira Silva, Nemezio, Yamaguchi, Artioli, Gualano, Saunders and Dolan. http://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 Rezende, Nathália Saffioti Swinton, Paul de Oliveira, Luana Farias da Silva, Rafael Pires da Eira Silva, Vinicius Nemezio, Kleiner Yamaguchi, Guilherme Artioli, Guilherme Giannini Gualano, Bruno Saunders, Bryan Dolan, Eimear The Muscle Carnosine Response to Beta-Alanine Supplementation: A Systematic Review With Bayesian Individual and Aggregate Data E-Max Model and Meta-Analysis |
title | The Muscle Carnosine Response to Beta-Alanine Supplementation: A Systematic Review With Bayesian Individual and Aggregate Data E-Max Model and Meta-Analysis |
title_full | The Muscle Carnosine Response to Beta-Alanine Supplementation: A Systematic Review With Bayesian Individual and Aggregate Data E-Max Model and Meta-Analysis |
title_fullStr | The Muscle Carnosine Response to Beta-Alanine Supplementation: A Systematic Review With Bayesian Individual and Aggregate Data E-Max Model and Meta-Analysis |
title_full_unstemmed | The Muscle Carnosine Response to Beta-Alanine Supplementation: A Systematic Review With Bayesian Individual and Aggregate Data E-Max Model and Meta-Analysis |
title_short | The Muscle Carnosine Response to Beta-Alanine Supplementation: A Systematic Review With Bayesian Individual and Aggregate Data E-Max Model and Meta-Analysis |
title_sort | muscle carnosine response to beta-alanine supplementation: a systematic review with bayesian individual and aggregate data e-max model and meta-analysis |
topic | Physiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7456894/ https://www.ncbi.nlm.nih.gov/pubmed/32922303 http://dx.doi.org/10.3389/fphys.2020.00913 |
work_keys_str_mv | AT rezendenathaliasaffioti themusclecarnosineresponsetobetaalaninesupplementationasystematicreviewwithbayesianindividualandaggregatedataemaxmodelandmetaanalysis AT swintonpaul themusclecarnosineresponsetobetaalaninesupplementationasystematicreviewwithbayesianindividualandaggregatedataemaxmodelandmetaanalysis AT deoliveiraluanafarias themusclecarnosineresponsetobetaalaninesupplementationasystematicreviewwithbayesianindividualandaggregatedataemaxmodelandmetaanalysis AT dasilvarafaelpires themusclecarnosineresponsetobetaalaninesupplementationasystematicreviewwithbayesianindividualandaggregatedataemaxmodelandmetaanalysis AT daeirasilvavinicius themusclecarnosineresponsetobetaalaninesupplementationasystematicreviewwithbayesianindividualandaggregatedataemaxmodelandmetaanalysis AT nemeziokleiner themusclecarnosineresponsetobetaalaninesupplementationasystematicreviewwithbayesianindividualandaggregatedataemaxmodelandmetaanalysis AT yamaguchiguilherme themusclecarnosineresponsetobetaalaninesupplementationasystematicreviewwithbayesianindividualandaggregatedataemaxmodelandmetaanalysis AT artioliguilhermegiannini themusclecarnosineresponsetobetaalaninesupplementationasystematicreviewwithbayesianindividualandaggregatedataemaxmodelandmetaanalysis AT gualanobruno themusclecarnosineresponsetobetaalaninesupplementationasystematicreviewwithbayesianindividualandaggregatedataemaxmodelandmetaanalysis AT saundersbryan themusclecarnosineresponsetobetaalaninesupplementationasystematicreviewwithbayesianindividualandaggregatedataemaxmodelandmetaanalysis AT dolaneimear themusclecarnosineresponsetobetaalaninesupplementationasystematicreviewwithbayesianindividualandaggregatedataemaxmodelandmetaanalysis AT rezendenathaliasaffioti musclecarnosineresponsetobetaalaninesupplementationasystematicreviewwithbayesianindividualandaggregatedataemaxmodelandmetaanalysis AT swintonpaul musclecarnosineresponsetobetaalaninesupplementationasystematicreviewwithbayesianindividualandaggregatedataemaxmodelandmetaanalysis AT deoliveiraluanafarias musclecarnosineresponsetobetaalaninesupplementationasystematicreviewwithbayesianindividualandaggregatedataemaxmodelandmetaanalysis AT dasilvarafaelpires musclecarnosineresponsetobetaalaninesupplementationasystematicreviewwithbayesianindividualandaggregatedataemaxmodelandmetaanalysis AT daeirasilvavinicius musclecarnosineresponsetobetaalaninesupplementationasystematicreviewwithbayesianindividualandaggregatedataemaxmodelandmetaanalysis AT nemeziokleiner musclecarnosineresponsetobetaalaninesupplementationasystematicreviewwithbayesianindividualandaggregatedataemaxmodelandmetaanalysis AT yamaguchiguilherme musclecarnosineresponsetobetaalaninesupplementationasystematicreviewwithbayesianindividualandaggregatedataemaxmodelandmetaanalysis AT artioliguilhermegiannini musclecarnosineresponsetobetaalaninesupplementationasystematicreviewwithbayesianindividualandaggregatedataemaxmodelandmetaanalysis AT gualanobruno musclecarnosineresponsetobetaalaninesupplementationasystematicreviewwithbayesianindividualandaggregatedataemaxmodelandmetaanalysis AT saundersbryan musclecarnosineresponsetobetaalaninesupplementationasystematicreviewwithbayesianindividualandaggregatedataemaxmodelandmetaanalysis AT dolaneimear musclecarnosineresponsetobetaalaninesupplementationasystematicreviewwithbayesianindividualandaggregatedataemaxmodelandmetaanalysis |