Precapillary Oxygenation Contributes Relevantly to Gas Exchange in the Intact Lung
Bibliographic record
Abstract
RATIONALE: Oxygen uptake is the elemental function of the lung. However, current understanding of this process has largely been derived from theoretical considerations and measurements of global pulmonary gas exchange. OBJECTIVES: To report the direct visualization of pulmonary oxygen uptake in vivo and its use for the analysis of temporal and spatial oxygenation profiles along individual arteriovenous pathways in lungs of healthy and chronic hypoxic mice. METHODS: A murine model for intravital microscopy of the breathing lung under sealed thorax conditions was combined with multispectral oximetry for two-dimensional oxygen saturation mapping. This combination allowed for visualization of the blood oxygenation process from pulmonary arterioles to capillaries and venules in two-dimensional oxygen saturation maps. MEASUREMENTS AND MAIN RESULTS: Temporal and spatial oxygenation profiles revealed that oxygenation occurs within 100 milliseconds over a distance of approximately 130 μm in the pulmonary microvasculature of the anesthetized mouse. About 50% of total oxygen uptake takes place in precapillary arterioles of less than 30 μm in diameter before the blood enters the alveolar capillary bed. In chronic hypoxic mice, precapillary oxygenation was significantly attenuated as a result of the widened transarteriolar diffusion distance. CONCLUSIONS: Oxygen saturation mapping in the intact lung yields unique insights into the temporal and spatial characteristics of pulmonary gas exchange in intact and diseased lungs. Precapillary gas exchange contributes importantly to blood oxygenation at rest, but is attenuated in remodeled lung arterioles, which may be of relevance in pulmonary hypertension.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 source (direct Gemma or distilled Codex), 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".