KARAMBIOSCIENCE
EST. 2026
EVIDENCE / 02
Concept illustrations comparing gene regulation, epigenome, base and prime editing.
CRISPR / External analysis resources

Use the right tool. Keep its limits.

A source-linked directory for specialist review—not a list of software certified or commercially licensed by Karam.

Concept illustration / not experimental evidence
OUTCOME PREDICTION

OptiPrime

Mechanistic machine learning for prime-editing outcome prediction. The publisher labels the code and server as noncommercial-use only. Not bundled, rehosted or used by this website.

Version: consult original release; no Karam runtime validation.
LONG-READ ANALYSIS

CRISPRLungo

Author-lab pipeline and browser application for long-read amplicon editing outcomes. Match assay, version, license and interpretation scope before adoption. Not a whole-genome safety certificate.

Version: select and record before analysis; no Karam validation claim.

Before a paid workflow

Confirm the exact implementation, version, permissions, data handling and relevance to the analysis. A public repository is not an automatic commercial license. A published benchmark is not independent validation on the customer’s data. [C05] [C07] [C21]

Author resources

OptiPrime source repository · CRISPRLungo source repository