Levereging InterSystems IRIS database to quickly find possible resistence genes in DNA

Speeding Up Antibiotic Resistance Detection with InterSystems IRIS

Antibiotic resistance is a critical health challenge, requiring rapid detection to inform effective treatments. We worked on developing a solution that leverages InterSystems IRIS vector database technology that would quickly identify resistance genes in DNA.

How It Works

Using vector embeddings, DNA sequences are transformed into numerical representations that capture essential genetic information. InterSystems IRIS then enables high-speed searching and matching of these vectors, identifying possible resistance genes.

The Benefits

This approach should in practice reduce diagnostic time, helping healthcare providers quickly detect resistant infections and choose appropriate treatments. As resistance genes evolve, the system can be updated, ensuring long-term effectiveness in combating antibiotic resistance.

Our work highlights how innovative database and machine learning tools can tackle real-world health challenges. 😁