A multiscale chromatin collapse underlies vascular pathology in Hutchinson–Gilford progeria syndrome
Bibliographic record
Abstract
Abstract Hutchinson-Gilford progeria syndrome (HGPS) is a devastating premature aging disorder driven by the accumulation of the lamin A variant, progerin, leading to severe vascular pathology. While epigenetic alterations are implicated, the spatiotemporal reorganization of the higher-order chromatin and its functional impact on vascular smooth muscle cell (VSMC) transcription remain poorly defined. Through an integrated, longitudinal multi-omics approach combining in situ high-throughput chromosome conformation capture (Hi-C) and Cleavage Under Targets and Tagmentation (CUT&Tag) profiling of CTCF, SMC1A, H3K27me3, H3K27ac, and H3K36me3 with transcriptomic analyses from control and HGPS iPSC-derived VSMCs, we reveal that global topologically associating domain (TAD) architecture remains largely intact in HGPS. However, the internal chromatin states of TADs undergo dynamic, passage-specific remodeling, characterized by a progressive accumulation of broad H3K27me3-repressed domains. This is accompanied by a loss of A/B compartment segregation, as confirmed by DNA-FISH, and a pronounced depletion of interchromosomal intermingling, specifically surrounding downregulated genes, suggesting that these interchromosomal contacts are essential for maintaining transcriptional competence in normal VSMCs. Crucially, we uncover widespread rewiring of enhancer-promoter (E-P) loops, which is linked to the dysregulation of genes critical for vascular development, extracellular matrix organization, and atherosclerosis. Our study demonstrates that spatiotemporal redistribution of repressive histone marks and reorganization of E-P interactions within a structurally resilient TAD framework underpin widespread transcriptional dysregulation in HGPS vascular pathogenesis. This uncovers a critical dissociation between higher-order chromatin architecture and histone modification landscape, providing a mechanistic basis for the failure of vascular homeostasis in progeria.
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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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 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".