Research
Computational biology with clear scientific boundaries.
AmbioSpire studies molecular and genome-scale evidence through reproducible research software. Current public work focuses on cancer genomics and molecular-state research.
P001
Molecular State Explorer
An interpretable computational research tool investigating associations between breast-tumor gene expression and somatic TP53 mutation status.
Research Candidate — interactive research scoring available. Not independently validated or publicly released for clinical use.
Open P001 ExplorerP003
Somatic variant benchmarking
A research preprint on tumor-normal whole-genome somatic variant analysis, prospective protocol freezing, and reproducible benchmarking.
Research Preprint — Not Peer Reviewed
Read P003 PreprintHow we work
Designed for research, not clinical decision-making.
Defined questionsResearch starts from an explicit biological question.
Reproducible methodsSoftware and methods are built for reviewable analysis.
Responsible releasePublic claims follow evidence and publication review.