top of page

CAUSAL INTELLIGENCE // DETERMINISTIC // TRACEABLE // MECHANISTIC //

Gird_Background.jpg

EVIDENCE.

 

A female patient. Metastatic colorectal adenocarcinoma. 

35 mutations across 9 genes. The system identified APC biallelic inactivation as the founding event and reconstructed 

the full Vogelstein sequence automatically.

 

Three novel findings surfaced. A TMB-high MSI-high signature flagged as clinically significant for immunotherapy. A MYOD1 

mutation that should not exist in a colorectal tumor. A CTNNB1 mutation co-occurring with biallelic APC loss — two events the 

literature calls mutually exclusive.

 

Each finding structured as a testable hypothesis with a specific 

validation path.

 

Reconstructed from one patient's data. Methodology validated across thousands of samples, individual to cohort level. Publications available upon request.

 

 

{Request a Briefing}{>>}

bottom of page