Sexual dimorphism in <i>SMAD3</i> pathogenic variant-harbouring individuals
Bibliographic record
Abstract
Background Individuals harbouring SMAD3 pathogenic variants are at risk for aneurysms/dissections throughout the arterial tree. Based on prior reports of sex differences in thoracic aortic aneurysm/dissection, we investigated the sexual dimorphism for vascular events in SMAD3- variant-harbouring patients. Methods We analysed two large pedigrees comprising 84 individuals segregating pathogenic missense variants affecting the same p.Arg287 residue in SMAD3 . We excluded individuals<40 years without vascular involvement, as they were too young to be classified. Individuals were subcategorised according to sex, the presence or absence and localisation (aneurysm/dissection with or without involvement of the aortic root/ascending aorta) of vascular lesions. We complemented our familial patient cohort with 178 SMAD3 patients reported in the literature between 2011 and 2023. Results In our two pedigrees, 11/30 (37%) variant-harbouring females had no vascular involvement, whereas none of the variant-harboring males (n=23) had no vascular involvement (p=0.001). While the two groups did not differ by age, males were at higher risk of vascular complications (p=0.037), there was no age difference between sexes. Of the 19 females with vascular involvement, six (32%) had vascular involvment sparing the aortic root/ascending aorta, whereas of the 23 males with vascular invovlement, only one (4%) had vascular involvement sparing the aortic root/ascending aorta (p=0.034). In the literature, we identified 116 male and 62 female additional patients. In the combined cohort of 220 patients, we demonstrated an over-representation of males (p<0.001) and non-penetrance in females for vascular pathology involving the aortic root/ascending aorta (p=0.028). Conclusions Non-penetrance is more common in women, and normal echocardiography in at-risk females is not as reassuring for risk of vasculopathy in other locations. The higher non-penetrance in women creates an ascertainment bias and results in an over-representation of male patients in the literature.
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.
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 | 0.001 | 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".