Regulation of V<scp>o</scp><sub>2</sub> kinetics by O<sub>2</sub> delivery: insights from acute hypoxia and heavy-intensity priming exercise in young men
Bibliographic record
Abstract
This study examined the separate and combined effects of acute hypoxia (Hypo) and heavy-intensity "priming" exercise (Hvy) on pulmonary O(2) uptake (Vo(2p)) kinetics during moderate-intensity exercise (Mod). Breath-by-breath Vo(2p) and near-infrared spectroscopy-derived muscle deoxygenation {deoxyhemoglobin concentration [HHb]} were monitored continuously in 10 men (23 ± 4 yr) during repetitions of a Mod 1-Hvy-Mod 2 protocol, where each of the 6-min (Mod or Hvy) leg-cycling bouts was separated by 6 min at 20 W. Subjects were exposed to Hypo [fraction of inspired O(2) (Fi(O(2))) = 15%, Mod 2 + Hypo] or "sham" (Fi(O(2)) = 20.9%, Mod 2-N) 2 min following Hvy in half of these repetitions; Mod was also performed in Hypo without Hvy (Mod 1 + Hypo). On-transient Vo(2p) and [HHb] responses were modeled as a monoexponential. Data were scaled to a relative percentage of the response (0-100%), the signals were time-aligned, and the individual [HHb]-to-Vo(2) ratio was calculated. Compared with control (Mod 1), τVo(2p) and the O(2) deficit (26 ± 7 s and 638 ± 144 ml, respectively) were reduced (P < 0.05) in Mod 2-N (20 ± 5 s and 529 ± 196 ml) and increased (P < 0.05) in Mod 1 + Hypo (34 ± 14 s and 783 ± 184 ml); in Mod 2 + Hypo, τVo(2p) was increased (30 ± 8 s, P < 0.05), yet O(2) deficit was unaffected (643 ± 193 ml, P > 0.05). The modest "overshoot" in the [HHb]-to-Vo(2) ratio (reflecting an O(2) delivery-to-utilization mismatch) in Mod 1 (1.06 ± 0.04) was abolished in Mod 2-N (1.00 ± 0.05), persisted in Mod 2 + Hypo (1.09 ± 0.07), and tended to increase in Mod 1 + Hypo (1.10 ± 0.09, P = 0.13). The present data do not support an "O(2) delivery-independent" speeding of τVo(2p) following Hvy (or Hvy + Hypo); rather, this study suggests that local muscle O(2) delivery likely governs the rate of adjustment of Vo(2) at τVo(2p) greater than ∼20 s.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".