AmbioSpire LLC · Biosciences research
Where biology meets intelligence.
AmbioSpire develops computational biology and genomics research software with methods, evidence boundaries, and reproducibility kept visible.
Featured research · P003
Somatic variant benchmarking with its context in view.
A research preprint on tumor-normal whole-genome somatic variant analysis, prospective protocol freezing, and reproducible benchmarking.
Research Preprint — Not Peer Reviewed
Methodological overviewProspectively frozen protocol design frames tumor–normal whole-genome somatic variant benchmarking.
Reproducibility evidenceThe preprint documents its protocol and benchmarking context for scientific review.
Scientific limitationsBenchmark context affects interpretation; this work is not peer reviewed and makes no clinical claim.
P001 · Molecular-state research
Interactive research scoring with clear limits.
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 ExplorerPublic record
Publications and GitHub, in one place.
The verified P003 preprint and founder's public GitHub profile are consolidated on the publications page. For the founder's professional profile, see the founder page.