Mutations associated with streptomycin resistance predicted to be highly prevalent and evolvable across bacteria
Ngo, L. N.; Letten, A.; Engelstädter, J.
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.
Similar papers in this journal
- A dual barcoding approach to bacterial strain nomenclature: Genomic taxonomy of Klebsiella pneumoniae strains 95%
- Host-specific adaptation of Legionella pneumophila to single and multiple hosts 94%
- Chance favors the prepared genomes: horizontal transfer shapes the emergence of antibiotic resistance mutations in core genes. 94%
Similar papers in this journal
- Global emergence and dissemination of Neisseria gonorrhoeae ST-9363 isolates with reduced susceptibility to azithromycin 94%
- Pseudomonas Putida Dynamics of Adaptation under Prolonged Resource Exhaustion 94%
- Rapid adaptation often occurs through mutations to the most highly conserved positions of the RNA polymerase core enzyme 94%
Similar papers in this journal
Similar papers in this journal
- Contiguous and complete assemblies of Blastocystis gut microbiome-associated protists reveal evolutionary diversification to host ecology 95%
- Transporter genes in biosynthetic gene clusters predict metabolite characteristics and siderophore activity 94%
- Genealogical inference and more flexible sequence clustering using iterative PopPUNK 92%
Similar papers in this journal
- Parallel evolution of tobramycin resistance across species and environments 95%
- Horizontal gene transfer to a defensive symbiont with a reduced genome amongst a multipartite beetle microbiome 94%
- Evolutionary processes driving the rise and fall of Staphylococcus aureus ST239, a dominant hybrid pathogen 94%
"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.