Age-Related Decline in NCKX4-Mediated Calcium Clearance Accelerates Aortic Remodeling and Drives Early Vascular Aging
Bibliographic record
Abstract
Abstract Aging is the primary nonmodifiable risk factor for cardiovascular diseases (CVDs), with older women facing a greater risk of CVDs than age-matched men. Vascular smooth muscle cells (VSMCs) dysfunction and impaired calcium (Ca 2+ ) handling are recognized as central contributors to arterial stiffening and calcification. However, the molecular and functional determinants of Ca 2+ clearance in vascular aging remains a topic of ongoing research. We identify the ( N a + )-sodium/ C a 2+ -calcium ( K + )-potassium-dependent e x changer 4 ( NCKX4 ) as a critical functional regulator of VSMCs Ca²⁺ clearance and vascular integrity. We demonstrate that NCKX4 (coded by Slc24A4 ) expression is markedly reduced in aorta of aged (72-78 weeks) mice, with a pronounced decline in females. Functional assays revealed impaired Ca 2+ clearance in both aged and Nckx4 ⁻ / ⁻ VSMCs, which was accompanied by increased calcification. Histomorphometric analyses of young Nckx4 ⁻ / ⁻ mice revealed fragmentation of elastic fibers, collagen accumulation, wall thickening, and extracellular matrix (ECM) remodeling, all hallmarks of vascular aging that closely resembled those of aged wild-type mice. Transcriptomic profiling of VSMCs showed that loss of NCKX4 alters pathways linked to Ca 2+ -integrin signaling, ECM turnover, and mineralization, including dysregulation of protective anchorage integrins, microfibril-stabilizing, osteogenic drivers and pro-fibrotic integrins. These findings support a model in which impaired Ca 2+ clearance promotes maladaptive inside-out integrin signaling, disrupting VSMCs anchorage, ECM homeostasis, and mineralization processes. Collectively, our results establish NCKX4 as a previously unrecognized determinant of vascular aging, whose decline accelerates premature arterial remodeling and calcification. This study positions NCKX4 as a potential mechanistic link between age, sex-dependent vulnerability, and vascular stiffening, with implications for novel therapeutic strategies targeting Ca 2+ handling in CVDs prevention.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| 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".