Oxygen cost of exercise hyperpnoea is greater in women compared with men
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Bibliographic record
Abstract
KEY POINTS: The oxygen cost of breathing represents a significant fraction of total oxygen uptake during intense exercise. At a given ventilation, women have a greater work of breathing compared with men, and because work is linearly related to oxygen uptake we hypothesized that their oxygen cost of breathing would also be greater. For a given ventilation, women had a greater absolute oxygen cost of breathing, and this represented a greater fraction of total oxygen uptake. Regardless of sex, those who developed expiratory flow limitation had a greater oxygen cost of breathing at maximal exercise. The greater oxygen cost of breathing in women indicates that a greater fraction of total oxygen uptake (and possibly cardiac output) is directed to the respiratory muscles, which may influence blood flow distribution during exercise. ABSTRACT: We compared the oxygen cost of breathing (V̇O2 RM ) in healthy men and women over a wide range of exercise ventilations (V̇E). Eighteen subjects (nine women) completed 4 days of testing. First, a step-wise maximal cycle exercise test was completed for the assessment of spontaneous breathing patterns. Next, subjects were familiarized with the voluntary hyperpnoea protocol used to estimate V̇O2 RM . During the final two visits, subjects mimicked multiple times (four to six) the breathing patterns associated with five or six different exercise stages. Each trial lasted 5 min, and on-line pressure-volume and flow-volume loops were superimposed on target loops obtained during exercise to replicate the work of breathing accurately. At ∼55 l min(-1) V̇E, V̇O2 RM was significantly greater in women. At maximal ventilation, the absolute V̇O2 RM was not different (P > 0.05) between the sexes, but represented a significantly greater fraction of whole-body V̇O2 in women (13.8 ± 1.5 vs. 9.4 ± 1.1% V̇O2). During heavy exercise at 92 and 100% V̇O2max, the unit cost of V̇E was +0.7 and +1.1 ml O2 l(-1) greater in women (P < 0.05). At V̇O2max, men and women who developed expiratory flow limitation had a significantly greater V̇O2 RM than those who did not (435 ± 44 vs. 331 ± 30 ml O2 min(-1) ). In conclusion, women have a greater V̇O2 RM for a given V̇E, and this represents a greater fraction of whole-body V̇O2. The greater V̇O2 RM in women may have implications for the integrated physiological response to exercise.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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 | 0.000 |
| 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 it