Back

Mutations associated with streptomycin resistance predicted to be highly prevalent and evolvable across bacteria

Ngo, L. N.; Letten, A.; Engelstädter, J.

2026-06-11 evolutionary biology
10.64898/2026.06.09.731231 bioRxiv
Show abstract

Antimicrobial resistance is an evolutionary response to antimicrobial exposure that has been extensively studied across some bacteria, including pathogens and model organisms. Yet, for most species the capacity to develop resistance remains unresolved. Here, we used computational methods to assess patterns of streptomycin resistance evolution across the bacterial tree of life. We curated a panel of high-confidence streptomycin resistance mutations, including eight mutations in the rpsL gene and four mutations in the rrs gene. We then used this panel to screen over 20 000 bacterial genomes from diverse clades. We assessed both evolvability, defined by codon-level accessibility to resistance-conferring mutations via single-nucleotide substitutions, and intrinsic resistance, where resistance-associated variants are already present. Our results suggest that most bacterial species can readily acquire rpsL-resistant mutations. Furthermore, we find that approximately 7% of bacterial species intrinsically carry rpsL resistance variants, with a wide taxonomic distribution but notable enrichment within Alphaproteobacteria. Our study provides a global view of the streptomycin resistance mutational landscape and generates testable predictions for future research.

Matching journals

The top 3 journals account for 50% of the predicted probability mass.

50% of probability mass above

"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.