Small artery mechanics in hyperhomocysteinemic mice
Bibliographic record
Abstract
OBJECTIVE: Elevated plasma homocysteine has been associated with cardiovascular disease, although a causal relationship is unclear. The purpose of this study was to evaluate whether mild hyperhomocysteinemia (H-Hcy) may increase vascular stiffness of small arteries. METHODS: Wild-type (+/+) and heterozygous (+/-) methylenetetrahydrofolate reductase (Mthfr) knockout mice, a new model of mild H-Hcy, were treated with vehicle or angiotensin (Ang) II infusion (400 ng/kg per min s.c.). Second-order mesenteric arteries were studied on pressurized myograph. They were exposed to intraluminal pressures ranging from 3 to 140 mmHg. Media thickness and lumen diameter were measured at each pressure level to determine wall mechanical properties. Collagen type I/III and elastin deposition in the vascular wall were evaluated by confocal immunofluorescence microscopy. RESULTS: Media-to-lumen ratio was similar in Mthfr and Mthfr mice, and significantly increased by Ang II. The stress-strain relationship was shifted to the left in small mesenteric arteries from Mthfr compared to Mthfr mice, indicating that mild H-Hcy is associated with stiffer vessels. Ang II treatment in Mthfr mice enhanced the leftward shift in the stress-strain relationship and significantly increased the elastic modulus, suggesting the presence of stiffer wall components in small arteries in these animals. Increased collagen type I/III accumulation and decreased elastin content in the media of mesenteric arteries was noted in Mthfr compared to Mthfr mice. Ang II infusion augmented vascular collagen deposition in both groups, more substantially in Mthfr mice. CONCLUSIONS: Mild hyperhomocysteinemia is associated with stiffer small arteries with increased collagen deposition in the media. These changes are accentuated by Ang II-induced blood pressure elevation.
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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) | 0.000 | 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 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".