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Complex networks analysis reinforces centrality hematological role on aerobic-anaerobic performances of the Brazilian Paralympic endurance team after altitude training.

PMID 35064131 (2022): altitude — VO₂max, Time-trial performance (study note for endurance athletes).

Last updated/Feb 23, 2026, 10:34 PM

Study note • PMID 35064131

Complex networks analysis reinforces centrality hematological role on aerobic-anaerobic performances of the Brazilian Paralympic endurance team after altitude training.

Scientific reports2022 • DOI 10.1038/s41598-022-04823-w
Evidence C60/100
Action 2: Consider

Worth trying if it fits your goal and context.

ELI5

In plain language

This study investigated the 30-days altitude training (2500 m, LHTH-live and training high) on hematological responses and aerobic-anaerobic performances parameters of high-level Paralympic athletes. (controlled study; athletes).

The abstract doesn’t indicate a clear change in Time-trial performance under the tested conditions. Treat this as a signal, not a guarantee; confirm methods and context in the full paper.

Takeaways

What the abstract suggests

  • Study question: This study investigated the 30-days altitude training (2500 m, LHTH-live and training high) on hematological responses and aerobic-anaerobic performances parameters of high-level Paralympic athletes.
  • The abstract doesn’t indicate a clear change in Time-trial performance under the tested conditions.
  • Population: athletes.
  • Protocol cues (title/abstract): 16 days • 30 days • 2500 m • 3000 m.

Protocol

Protocol (as reported)

  • Intervention/exposure: altitude.
  • Dose/time/duration cues in abstract/title: 16 days • 30 days • 2500 m • 3000 m.
  • Outcomes: VO₂max, Time-trial performance.
  • Replication note: abstracts often omit adherence and timing; confirm details before changing training or supplementation.

Fit

Who it helps, and who should skip it

Who it helps

  • Athletes similar to the study population (athletes) working on altitude.
  • Athletes who can measure VO₂max, Time-trial performance with a repeatable workout or time-trial effort.

Who should skip

  • If you have symptoms or conditions that make the intervention risky, get professional guidance.
  • If you’re near race day and can’t safely test, defer the experiment.

Methods

What the study actually did

  • Design: controlled study.
  • Population: athletes.
  • Outcomes measured: VO₂max, Time-trial performance.
  • Protocol cues mentioned: 16 days • 30 days • 2500 m • 3000 m.
  • Source: PubMed PMID 35064131 (2022) — Scientific reports.

Results excerpt

What the abstract reports

During LHTH, hematological analyzes were performed on days 1, 12, 20 and 30.

Note: excerpts are short; for full context, read the paper.

Limits

Limitations & bias

  • Abstract-only summaries can miss critical details (population, protocol, adherence, and context).
  • Single studies often don’t generalize to your event, history, and training load; treat results as a starting point.
  • If your context differs (elite vs recreational; cycling vs running), adjust expectations and be conservative.
  • This is performance information, not medical advice.

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Sources