Abstract WP44: Homocysteine mediates the impact of PFO shunt on vascular cognitive impairment
Bibliographic record
Abstract
Background: Patent foramen ovale (PFO) is an independent risk factor for neurovascular injury such as stroke. We previously found that large PFO shunt is associated with increased long-term risk of vascular dementia. However, the mechanism underlying this association remains poorly understood. Our previous research revealed that PFO shunt enables the accumulation of homocysteine in circulation (Deng, Neurology 2021). It is thus possible that homocysteine may mediate the effect of PFO shunt on cognitive decline. This study aims to explore the relationship among PFO shunt, total homocysteine (tHcy) levels and the risk of vascular cognitive impairment and dementia (VCID). Method: A total of 1282 PFO patients were prospectively recruited and followed for over 11 years post their PFO closure in accordance with IRB protocol. All the patients were cognitively normal at the time of PFO diagnosis. Residual shunt post PFO closure was assessed using transthoracic echocardiogram (TTE) with saline contrast. Cognitive function was evaluated using Montreal Cognitive Assessment (MoCA). tHcy levels in peripheral venous blood was measured using mass spectrometry. Result Among the patients, 67 (5.2%) developed VCID as measured by MoCA < 26 and NINDS AIREN criteria. The risk of VCID was significantly high in patients with residual shunt, particularly those with large shunt size (no shunt: 5.0%; small shunt: 6.4%; large shunt: 11.5%), suggesting a dose effect of PFO shunt (OR: 1.53; 95% CI: 1.09 ~ 2.16; p = 0.014) (Figure 1A, Table 1). Moreover, residual PFO shunt also contributed to tHcy elevation in circulation (β: 0.44; 95% CI: 0.19 ~ 0.69; p < 0.001) (Figure 1B, Table 1), and high tHcy levels were linked to increased risk of VCID (OR: 1.87; 95% CI: 1.14 ~ 3.07; p = 0.013) (Figure 1C, Table 1). Further mediation analyses revealed a significant indirect effect of PFO shunt on VCID through tHcy (OR: 1.29; 95% CI: 1.01 ~ 1.66; p = 0.047) (Figure 1D, Table 1). tHcy mediated 40% (95% CI: 6% ~ 74%; p = 0.021) of the total association between PFO shunt and VCID risk (Figure 1D, Table 1). These findings remained robust after adjusting for other VCID risk factors, such as age, diabetes, hyperlipidemia and hypertension (Table 1). Conclusion: Our study suggested that that PFO shunt may contribute to the development of VCID by promoting circulatory tHcy elevation. Further mechanistic investigation of neurovascular injury and cognitive decline associated with PFO shunt is ongoing.
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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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.006 | 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".