IORI

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Active · Iteration 1 published

Mapping Schizophrenia Risk

Can schizophrenia's hundreds of risk loci be resolved into targetable biology?

Why it matters
Two decades of GWAS have identified hundreds of schizophrenia risk loci, but translating those associations into mechanisms remains a central bottleneck. This iteration tests cell-type, regulatory, evolutionary-constraint, cross-disorder, and drug-target convergence using public genetic and annotation data. No original experimental data were generated.
Iteration 1 findings
Schizophrenia genetic risk converges on constrained synaptic genes in neuronsAcross five genetic analyses, schizophrenia common-variant risk maps to neuronal synaptic programs; the tested microglial marker analysis was not enriched. Within the broadly constrained synaptic class, SCZ-associated genes show additional constraint concentration (within-class OR=6.94, p=0.004). EGR1 and MEF2C motifs are enriched near SCZ gene promoters but are shared across neurodevelopmental disorders. CTCF is the only tested factor showing possibly SCZ-preferential motif enrichment. Drug-target overlap depends on the comparison universe. These are computational findings from public data and annotation resources.
Active · Iteration 1 published

Skeletal Muscle Aging

What drives aging muscle from regeneration toward fibrosis and inflammation, and can it be reversed?

Why it matters
Sarcopenia is estimated to affect more than 50 million people worldwide, yet no drug is approved specifically to treat it. This project maps regulatory programs that may tip aging muscle from regenerative competence toward pathological drift.
Iteration 1 findings
JUNB/AP-1 marks the strongest inflammatory coupling in vascular cells of aging human muscleVascular endothelial cells show the strongest donor-level SASP coupling, associated with JUNB/AP-1. Vascular cells, muscle stem cells, and FAPs show distinct regulatory patterns that may require different therapeutic strategies. Cross-compartment module polarity may reflect co-expression structure rather than regulatory opposition. All findings are correlational; causal validation requires perturbation in primary human cells.

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