Genomiverse

Uncovering Diverse Microbial Mechanisms via AI

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Highlighted Discoveries

Case 1 of 5:

Check out our publication on Genome Biology!

NTU News reported our study :)

Sequence aligners use fixed-size k-mers in their algorithms, with the choice of k-mer size significantly impacting alignment quality. Our tool, Mapper, overcomes this by dynamically incorporating k-mers of various sizes and gaps (gapped x-mers).

Case 2 of 5:

Check out our publication on Cell Genomics

MIT News reported our study :)

Selected as Cell Genomics Jan 2025 Cover Image

Gut microbiomes share CRISPR systems through horizontal gene transfer to update their phage defense.

Case 3 of 5:

Check out our publication on BMC Biology

A novel algorithm for genetic variant identification that is 9x faster than existing tools, while producing fewer false positives and false negatives.

Case 4 of 5:

Check out our publication on Nature Communications

Antibiotic resistance genes (ARGs) are everywhere, but enrichment in human-associated environments is considered a requirement to be the highest risk (Rank I - red bars).

Case 5 of 5:

Check out our publication on Microbiome

Antibiotic resistance genes are highly prevalent (red and blue dots) in almost all bacterial genomes. Specifically, ARGs in Gammaproteobacteria (red dots) are spreading by horizontal gene transfer via class 1 integrons (i.e. intI1).