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Blood Biomarkers Variations across the Pre-Season and Interactions with Training Load: A Study in Professional Soccer Players

SIMPLE SUMMARY: Sports training may impact the variations of biomarkers in soccer players. Twenty-five professional soccer players were assessed twice in the season for their hematology and biochemical status, while training loads were monitored over the season. Relationships between changes in biom...

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Autores principales: Clemente, Filipe Manuel, González-Fernández, Francisco Tomás, Ceylan, Halil Ibrahim, Silva, Rui, Younesi, Saeid, Chen, Yung-Sheng, Badicu, Georgian, Wolański, Paweł, Murawska-Ciałowicz, Eugenia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8658324/
https://www.ncbi.nlm.nih.gov/pubmed/34884288
http://dx.doi.org/10.3390/jcm10235576
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author Clemente, Filipe Manuel
González-Fernández, Francisco Tomás
Ceylan, Halil Ibrahim
Silva, Rui
Younesi, Saeid
Chen, Yung-Sheng
Badicu, Georgian
Wolański, Paweł
Murawska-Ciałowicz, Eugenia
author_facet Clemente, Filipe Manuel
González-Fernández, Francisco Tomás
Ceylan, Halil Ibrahim
Silva, Rui
Younesi, Saeid
Chen, Yung-Sheng
Badicu, Georgian
Wolański, Paweł
Murawska-Ciałowicz, Eugenia
author_sort Clemente, Filipe Manuel
collection PubMed
description SIMPLE SUMMARY: Sports training may impact the variations of biomarkers in soccer players. Twenty-five professional soccer players were assessed twice in the season for their hematology and biochemical status, while training loads were monitored over the season. Relationships between changes in biomarkers and accumulated training loads were tested. Results revealed that that intense training in the pre-season period leads to decreases and increases in different hematological and biochemical markers. ABSTRACT: Background: Pre-season training in soccer can induce changes in biological markers in the circulation. However, relationships between chosen hematological and biochemical blood parameters and training load have not been measured. Objective: Analyze the blood measures changes and their relationships with training loads changes after pre-season training. Methodology: Twenty-five professional soccer players were assessed by training load measures (derived from rate of perceived exertion- known as RPE) during the pre-season period. Additionally, blood samples were collected for hematological and biochemical analyses. Results: For hematological parameters, significant increases were found for platelets (PLT) (dif: 6.42; p = 0.006; d = −0.36), while significant decreases were found for absolute neutrophils count (ANC) (dif: −3.98; p = 0.006; d = 0.11), and absolute monocytes count (AMC) (dif: −16.98; p = 0.001; d = 0.78) after the pre-season period. For biochemical parameters, there were significant increases in creatinine (dif: 5.15; p = 0.001; d = −0.46), alkaline phosphatase (ALP) (dif: 12.55; p = 0.001; d = −0.84), C-reactive protein (CRP) (dif: 15.15; p = 0.001; d = −0.67), cortisol (dif: 2.85; p = 0.001; d = −0.28), and testosterone (dif: 5.38; p = 0.001; d = −0.52), whereas there were significant decreases in calcium (dif: −1.31; p = 0.007; d =0.49) and calcium corrected (dif: −2.18; p = 0.015; d = 0.82) after the pre-season period. Moreover, the Hooper Index (dif: 13.22; p = 0.01; d = 0.78), and all derived RPE measures increased after pre-season period. Moderate-to-very large positive and negative correlations (r range: 0.50–0.73) were found between the training load and hematological measures percentage of changes. Moderate-to-large positive and negative correlations (r range: 0.50–0.60) were found between training load and biochemical measures percentage of changes. Conclusions: The results indicated heavy physical loads during the pre-season, leading to a decrease in immune functions. Given the significant relationships between blood and training load measures, monitoring hematological and biochemical measures allow coaches to minimize injury risk, overreaching, and overtraining.
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spelling pubmed-86583242021-12-10 Blood Biomarkers Variations across the Pre-Season and Interactions with Training Load: A Study in Professional Soccer Players Clemente, Filipe Manuel González-Fernández, Francisco Tomás Ceylan, Halil Ibrahim Silva, Rui Younesi, Saeid Chen, Yung-Sheng Badicu, Georgian Wolański, Paweł Murawska-Ciałowicz, Eugenia J Clin Med Article SIMPLE SUMMARY: Sports training may impact the variations of biomarkers in soccer players. Twenty-five professional soccer players were assessed twice in the season for their hematology and biochemical status, while training loads were monitored over the season. Relationships between changes in biomarkers and accumulated training loads were tested. Results revealed that that intense training in the pre-season period leads to decreases and increases in different hematological and biochemical markers. ABSTRACT: Background: Pre-season training in soccer can induce changes in biological markers in the circulation. However, relationships between chosen hematological and biochemical blood parameters and training load have not been measured. Objective: Analyze the blood measures changes and their relationships with training loads changes after pre-season training. Methodology: Twenty-five professional soccer players were assessed by training load measures (derived from rate of perceived exertion- known as RPE) during the pre-season period. Additionally, blood samples were collected for hematological and biochemical analyses. Results: For hematological parameters, significant increases were found for platelets (PLT) (dif: 6.42; p = 0.006; d = −0.36), while significant decreases were found for absolute neutrophils count (ANC) (dif: −3.98; p = 0.006; d = 0.11), and absolute monocytes count (AMC) (dif: −16.98; p = 0.001; d = 0.78) after the pre-season period. For biochemical parameters, there were significant increases in creatinine (dif: 5.15; p = 0.001; d = −0.46), alkaline phosphatase (ALP) (dif: 12.55; p = 0.001; d = −0.84), C-reactive protein (CRP) (dif: 15.15; p = 0.001; d = −0.67), cortisol (dif: 2.85; p = 0.001; d = −0.28), and testosterone (dif: 5.38; p = 0.001; d = −0.52), whereas there were significant decreases in calcium (dif: −1.31; p = 0.007; d =0.49) and calcium corrected (dif: −2.18; p = 0.015; d = 0.82) after the pre-season period. Moreover, the Hooper Index (dif: 13.22; p = 0.01; d = 0.78), and all derived RPE measures increased after pre-season period. Moderate-to-very large positive and negative correlations (r range: 0.50–0.73) were found between the training load and hematological measures percentage of changes. Moderate-to-large positive and negative correlations (r range: 0.50–0.60) were found between training load and biochemical measures percentage of changes. Conclusions: The results indicated heavy physical loads during the pre-season, leading to a decrease in immune functions. Given the significant relationships between blood and training load measures, monitoring hematological and biochemical measures allow coaches to minimize injury risk, overreaching, and overtraining. MDPI 2021-11-27 /pmc/articles/PMC8658324/ /pubmed/34884288 http://dx.doi.org/10.3390/jcm10235576 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Clemente, Filipe Manuel
González-Fernández, Francisco Tomás
Ceylan, Halil Ibrahim
Silva, Rui
Younesi, Saeid
Chen, Yung-Sheng
Badicu, Georgian
Wolański, Paweł
Murawska-Ciałowicz, Eugenia
Blood Biomarkers Variations across the Pre-Season and Interactions with Training Load: A Study in Professional Soccer Players
title Blood Biomarkers Variations across the Pre-Season and Interactions with Training Load: A Study in Professional Soccer Players
title_full Blood Biomarkers Variations across the Pre-Season and Interactions with Training Load: A Study in Professional Soccer Players
title_fullStr Blood Biomarkers Variations across the Pre-Season and Interactions with Training Load: A Study in Professional Soccer Players
title_full_unstemmed Blood Biomarkers Variations across the Pre-Season and Interactions with Training Load: A Study in Professional Soccer Players
title_short Blood Biomarkers Variations across the Pre-Season and Interactions with Training Load: A Study in Professional Soccer Players
title_sort blood biomarkers variations across the pre-season and interactions with training load: a study in professional soccer players
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8658324/
https://www.ncbi.nlm.nih.gov/pubmed/34884288
http://dx.doi.org/10.3390/jcm10235576
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