Mickey Pentecost
Traumatic brain injury and inherited genetic risk both raise the odds of Alzheimer's, but no one had shown they act through the same mechanism.
Core trick
Pre-specified opposing microglial gene programs are scored across public injury and disease datasets, then tested for directional heritability enrichment.
Description
Traumatic brain injury and inherited genetic risk both raise the odds of Alzheimer's, but no one had shown they act through the same mechanism.
Working only from public data, I pre-specified two opposing gene programs in microglia ( an inflammatory "accelerator" and a pro-resolving "brake") and tested whether injury and inherited risk converge on the same one.
They do.
Across nine analyses spanning human AD, mouse TBI, chronic traumatic encephalopathy, single-nucleus and bulk RNA, spatial transcriptomics, and brain proteomics, the accelerator program is elevated in both conditions and concentrates spatially at the injury lesion and around amyloid plaques. Partitioned heritability shows 31% of inherited AD risk falls on microglial regulatory DNA (1.5% of the genome, 21-fold enrichment) and loads specifically onto the accelerator arm while avoiding the brake, a directional genetic test made possible by pre-specifying both modules. Critically, inherited risk enters upstream (APOE, TREM2), while the downstream effector genes are installed by injury or disease itself: TBI installs environmentally what AD risk alleles predispose to genetically. Both arms are read out at a single receptor, CD44, whose elevation reproduces across four independent modalities and both species.
Why it matters: the work turns an unexplained epidemiological link into a defined molecular circuit with ranked, testable therapeutic predictions, and it does so entirely from existing public datasets reanalyzed through one harmonized pipeline, making it a reusable resource rather than a one-off result.
mickeypentecost/microglial-tbi-ad-axis★ 00 forksTypeScriptMITCreated Jul 9, 2026 · last push Jul 13, 2026
README excerpt
# A shared microglial resolution-failure axis links brain injury to Alzheimer's disease *Mickey Pentecost, PhD — Built with Claude · Life Sciences Hackathon (Researcher Track)* 📹 **Watch the 3-minute explainer:** https://www.youtube.com/watch?v=i6Fc2_6tdlU **A cross-modality, cross-species test of whether the same microglial inflammatory program that traumatic brain injury (TBI) *installs* is the one that Alzheimer's disease (AD) risk alleles *predispose to* — computed entirely from public data during the event.** > **One-sentence thesis.** TBI installs environmentally what AD risk alleles > predispose to genetically, and both converge on the same microglial > **accelerator** axis (OPN/SPP1 · TREM2 · APOE · complement), while the > pro-resolving **brake** arm (TSG-6/TNFAIP6 · CD44) stays disengaged — and both > arms are read out at a single receptor, **CD44**. This repository holds the complete analysis behind the submission: a coordinated microglial accelerator module tested across two species and four assay types (single-nucleus and bulk RNA, spatial transcriptomics, proteomics), anchored by common-variant and regulatory genetics, and integrated at CD44. Every result is computed here from public data — no prior analysis is reused — under an OSI-approved (MIT) license. The genetic-anchoring layer (variant enrichment, allelic chromatin effect, partitioned heritability) is documented in full below. --- ## Start here: the submission and its five figures The full plain-l