Systemic Degree of Perturbation of Plasma Markers Reveals Cumulative Biological Stress Across the Competitive Season in Professional Soccer Players
Deivide Oliveira-de-Souza, Diego Viana Gomes, Juliano Spineti, Antônio Pedro Farias Neto, Humberto Miranda, Bruna Karoline Lima Piazera, Ricardo Luzardo, Artur T. L. Queiroz, Beatriz Barreto-Duarte, Bruno B. Andrade · 2026
Read Systemic Degree of Perturbation of Plasma Markers Reveals Cumulative Biological Stress Across the Competitive Season in Professional Soccer Players by Deivide Oliveira-de-Souza, Diego Viana Gomes, Juliano Spineti, Antônio Pedro Farias Neto, Humberto Miranda, Bruna Karoline Lima Piazera, Ricardo Luzardo, Artur T. L. Queiroz, Beatriz Barreto-Duarte, Bruno B. Andrade (2026) in the Tower of Babel, a free online library of public-domain works preserved in clean, searchable text. No sign-up. The full text is served as a plain-text file at a predictable URL, where text is present: https://antarctic-labs.com/tower-of-babel/PMC13615059.txt.
Description
Deivide Oliveira-de-Souza leads a team tracking in 2026 how a packed match schedule strains the bodies of professional soccer players across a full season. Modern fixtures pile high-intensity games close together with little rest, taxing many body systems at once. The team followed players through one competitive season, drawing repeated blood samples for chemical, blood-cell, and metabolic markers.
To read the whole picture at once, they used a perturbation score that measures how far a player's combined markers drift from a healthy baseline. The drift grew steadily as the season's load piled up, showing strain that single tests would miss. Clubs could use such a score to spot players sliding toward breakdown and rest them before injury or illness strikes, rather than reacting after the fact.
Catalog record
| CREATOR | Deivide Oliveira-de-Souza, Diego Viana Gomes, Juliano Spineti, Antônio Pedro Farias Neto, Humberto Miranda, Bruna Karoline Lima Piazera, Ricardo Luzardo, Artur T. L. Queiroz, Beatriz Barreto-Duarte, Bruno B. Andrade |
|---|---|
| YEAR | 2026 |
| COLLECTION | PAPERS |
| FORMAT | TXT |
| FILE SIZE | 53475 |
| LICENSE | https://creativecommons.org/licenses/by/4.0 |
| RIGHTS | CC BY |
| SOURCE | Europe PMC |