Skip to Main Content

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.

Team

MickeyP

Placement

Participant

More from Built with Claude: Life Sciences

What I built. Lazarus is an agent that takes a dead research repository that is open, cited, and no longer runnable, and turns it back into a callable…

DoctorDean project preview

Diffuse midline glioma is a paediatric brainstem cancer that is almost uniformly fatal: about ninety percent of children die within two years, and the first…

Faith Ogundimu project preview

Hippocampus AI is the memory and reasoning engine for scientific discovery. Every experiment generates valuable knowledge, but that knowledge becomes…

Disruptors project preview

I used Claude to train a protein language model that can generate an extremophilic version of any enzyme, maintaining its function, while allowing it to…

Jaymin project preview

Many primates are sexually dichromatic — males and females are different colors. I wanted to know how that trait is built genetically, and how it evolved…

Tina Lasisi project preview

About Trialign is a patient-facing clinical trial matcher for oncology. A patient pastes a clinical note, uploads a record, or connects their EHR via SMART on…

Trialign project preview