Pulmonary alterations induced by intermittent hypoxia in castrated C57BL/6J male mice
Bibliographic record
Abstract
Sleep apnea (SA) is characterized by airway obstructions leading to intermittent hypoxia (IH). In addition to inducing physiological disturbances, IH affects the mechanical properties of the airways such as increasing resistance, and there are growing concerns that SA might worsen pulmonary pathologies. In men, SA patients have less circulating testosterone than the rest of the population and the severity of SA in overweight patient is negatively correlated with testosterone levels. We tested the hypothesis that testosterone could modulate the pulmonary responses to IH. For this, we used intact or castrated male mice (C57BL/6J) exposed to IH (14 days, 12h/day, 10cycles/h, 30s 6% oxygen nadir) or to normoxia (14 days in room air). Freely behaving mice were tested in the whole body plethysmography to measure minute ventilation (Ve), oxygen consumption (VO2) and oxygen extraction coefficient (OEF = VO2 / [Ve × FiO2]) under resting conditions in normoxia. At the end of the recordings, mice were anesthetized, tracheotomized, connected to a flexiVent and paralyzed to be ventilated mechanically and to assess respiratory mechanics. We used selected protocols to measure respiratory system resistance (Rrs), Newtonian resistance (Rn: which is a surrogate for the resistance of the large airways) and tissue resistance (G). Castrated mice exposed to IH had an increased Ve (1840±620 µl.min ‐1 .g ‐1 ) for the same oxygen consumption (51.4±11.4 µl.min ‐1 g ‐1 ) and a tendency toward reduction of the oxygen extraction coefficient (0.14±0.02) compared to intact mice exposed to IH (Ve=1130±610 µl.min ‐1 .g ‐1 , VO2=49.9±6.6 µl.min ‐1 .g ‐1 , OEF=0.28±0.17) or normoxia (Ve=940±250 µl.min ‐1 .g ‐1 , VO2=43.1±12.9 µl.min ‐1 .g ‐1 , OEF=0.26±0.09) and castrated mice exposed to normoxia (Ve= 1100±280 µl.min ‐1 .g ‐1 VO2=53.7±7.6 µl.min ‐1 /.g ‐1 OEF=0.25±0.09). In addition, castration increases Rrs in normoxia and in IH (1.17±0.22 cmH2O.s.ml ‐1 ) compared to intact mice (0.94±0.08 cmH2O.s.ml ‐1 ). However, the mechanism underlying this increase in Rrs differs depending on the ambient oxygen level. In normoxia, there was an increase in Rn (0.37±0.09 cmH2O.s.ml ‐1 ) compared to other groups (intact in normoxia: 0.26±0.04 cmH2O.s.ml ‐1 or IH: 0.23±0.07 cmH2O.s.ml ‐1 and castrated in IH: 0.23±0.06 cmH2O.s.ml ‐1 ), while in IH there was a non‐significant tendency toward an increase in G (9.16±2.50 cmH2O.ml ‐1 ) compared to other groups (intact in IH: 7.26±1.52 cmH2O.s.ml ‐1 or in normoxia: 7.31±1.29 cmH2O.s.ml ‐1 and castrated in normoxia: 8.06±2.26 cmH2O.s.ml ‐1 ). These preliminary data demonstrate that pulmonary changes in mice exposed to IH are enhanced by castration in male mice, and that testosterone deficiency in sleep apnea patients might worsen the pulmonary consequences.
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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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.004 | 0.001 |
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".