Targeting Vascular Structure for the Treatment of Sexual Dysfunction
Bibliographic record
Abstract
INTRODUCTION: Erectile dysfunction (ED) and cardiovascular disease often coexist and have many common risk factors. In hypertension, the structure of blood vessels is modified such that there is an increase in medial wall thickness relative to lumen size. Certain antihypertensive agents have been found to induce a regression of vascular structure such that a "hypertensive" vessel appears phenotypically more like that from a normotensive. AIM: To provide an update on the findings to date on the impact of vascular remodeling on erectile function. MAIN OUTCOME MEASURES: Review of peer reviewed literature related to vascular remodeling induced by antihypertensive agents and the potential impact on sexual function. METHODS: A literature review was performed on clinical and experimental evidence regarding the association between cardiovascular disease and ED, the impact of vascular remodeling on these conditions, the impact of antihypertensive therapy on ED, and the mechanisms of antihypertensive drug-induced remodeling. RESULTS: There is increasing evidence that ED may be an early marker for progressing cardiovascular disease. Certain antihypertensive agents have beneficial effects on both vascular structure and erectile function. The major site of resistance in the penile vasculature occurs at the level of the pudendal artery. Although structural remodeling has not yet been investigated in this vessel specifically, antihypertensive drugs have been shown to induce remodeling of the pudendal-penile vasculature and cavernosal arteries. Antihypertensive drug-induced vascular remodeling can be characterized by a decrease in the ratio of wall thickness to lumen diameter, and may result from vascular smooth muscle cell apoptosis, rearrangement of cells around a smaller lumen, and/or changes in the extracellular matrix composition depending on the vessel type. CONCLUSION: Determining the mechanisms involved in antihypertensive drug-induced vascular remodeling in the pudendal vasculature may provide novel targets for the treatment of ED.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.008 | 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".