In Vitro Chronic Hyperinsulinemia Induces Remodelling of Vascular Smooth Muscle Cells from Young Men and Women in a Sex Hormone Independent Manner
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Elevated circulating insulin levels between 80 and 100 µU/mL characterize hyperinsulinemia, which often leads to metabolic disorders such as obesity, insulin resistance, and type 2 diabetes (T2D). Elevated circulating insulin levels can directly affect vascular function and contribute to the pathophysiology of the cardiovascular system, including secondary arterial hypertension (SAH) and atherosclerosis. It is well known that hyperinsulinemia induced remodeling of the heart. However, there is no information on whether intrinsic differences exist between human vascular smooth muscle cells (VSMCs) and if in vitro mimicking hyperinsulinemia induces human VSMCs morphological and intracellular homeostasis remodeling in a sex- and sex hormones-dependent manner. Our in vitro cultured human VSMCs, coupled with quantitative 3D confocal imaging results, show that intrinsic differences exist between VSMCs from young men and women. Chronic hyperinsulinemia (80 µU/mL, 48 h treatment) increases cell and nuclear volumes associated with increased intracellular calcium (Ca2+) and ROS and decreased glutathione. In the absence of hyperinsulinemia, pretreatment with testosterone in VSMCs from men and oestradiol in VSMCs from women had no effect. Both sex hormones partially but not completely prevented hyperinsulinemia-induced remodeling of VSMCs from young men and women. The increase in VSMC volume may increase the thickness of the tunica media, leading to a decrease in the lumen of the blood vessel, which promotes the development of SAH and atherosclerosis in a sex-dependent manner.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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) | 0.001 | 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