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Integrative Systems Genomics and Pharmacology Define Shared Immune-Vascular Programs and Prioritize an Experimentally
Lutfi Cagatay Onar1, Ibrahim Yilmaz2
1Department of Cardiovascular Surgery, Dr. Ismail Fehmi Cumalioglu City Hospital, Ministry of Health, Republic of Turkey, Tekirdag 59020, Turkey.
Abstract:
Background: Sleep loss is epidemiologically linked to atherosclerotic cardiovascular disease, yet shared-transcriptome studies typically intersect differentially expressed gene lists and treat the overlap as a shared response, assuming rather than testing directional agreement. Methods: Controlled human sleep restriction (GSE39445; 438 whole-blood samples from 26 participants) and paired carotid plaque versus patient-matched intact artery (GSE43292; 32 patients) were compared across biological compartments at three resolutions: individual genes, annotated gene sets, and redundancy-collapsed programs. The resulting architecture was transferred unmodified to acute total sleep deprivation, plaque progression, and aneurysm enlargement, and was evaluated by participant-grouped cross-validation, network topology, exact-cis Mendelian randomization with colocalization, and single-cell localization. Results: Convergence was resolution dependent. The cohorts shared more differentially expressed genes than expected under independence (274 of 16,869; p = 3.54 × 10-4), yet only 48.9% changed concordantly (p = 0.66). Concordance reached 78.0% among jointly significant gene sets and 70.0% (35 of 50) after redundancy collapse (bootstrap 95% CI, 0.560-0.820), coupling neutrophil-granule and myeloid-effector enrichment with depletion of RNA-processing, chromatin, and ciliary programs. Under a contrast-independent maximum interquartile range probe-selection rule, the gene-level overlap was smaller and no longer nominally significant (190 genes; p = 0.082), whereas the prespecified 50-program architecture, rescored without re-clustering, retained the same 35 concordant programs. The architecture generalized to acute sleep deprivation (91.4%) and plaque progression (97.1%) but inverted during aneurysm enlargement (20.0%). Prespecified separability was borderline (AUC 0.558; 95% CI, 0.486-0.630; permutation p = 0.052). Of twelve topology-prioritized spliceosomal candidates, SF3A3 alone combined FDR-significant exact-cis Mendelian randomization (OR 0.851; 95% CI, 0.772-0.939) with regional colocalization (PP.H4 = 0.831). Conclusions: Sleep loss and atherosclerosis converge as coordinated transcriptional programs rather than as shared individual genes, although the magnitude and statistical enrichment of gene-level overlap were sensitive to representative probe selection; this represents cross-compartment transcriptional convergence rather than replication and does not confer individual-level separability. SF3A3 is an experimentally testable candidate, not a validated therapeutic target.
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