Dinucleotide codon mutations as a marker of diversifying selection in M. tuberculosis
Zimenkov, D.; Ushtanit, A.
Show abstract
The evolution of the human pathogen M. tuberculosis is shaped by various but interconnected processes of drug treatment pressure and host adaptation. We hypothesize that rarely accounted dinucleotide substitutions within a single codon, which allow for a broader range of amino acid substitutions than single nucleotide changes, are a significant aspect of diversifying selection. From the analysis of 43 studies, comprising 11,730 clinical isolates with resistance to rifampicin, 11 different dinucleotide substitutions were identified in 54 codons of resistance-determining regions of the rpoB gene. The prevalence of such substitutions is approaching 4%. Although rifampicin was introduced in treatment regimens in the 1970s, dinucleotide substitutions were also found in resistance determinants for newer drugs, linezolid and bedaquiline, rplC, and atpE, despite the significantly smaller number of resistant clinical isolates reported. Conducting a genome-wide analysis of dinucleotide mutations in the dataset of 9,941 genomes studied by the CRYpTIC Consortium, in addition to resistance determinants, we discovered three genes with a significantly elevated number of dinucleotide substitutions, which are presumably related to virulence and host adaptation. Two substitutions, cyp138 P114F and L191A are supposed to occur early in the evolutionary history of lineage 2 and are now under strong selection for reverse substitutions. Two amino acid substitutions in the third gene, rv2024c N508T and C514L, could also be obtained by single nucleotide changes and therefore are supposedly being selected based on frequency of codon usage. The signature of dinucleotide mutations introduces a novel approach to understanding the evolution of pathogen and identifying potential targets for antivirulence drugs. They underscore the complexity of the evolutionary dynamics within this pathogen, driven by diverse selection pressures, shedding light on the ongoing battle between M. tuberculosis and its human host.
Matching journals
The top 3 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- HIV coinfection is associated with low fitness rpoB variants in rifampicin-resistant Mycobacterium tuberculosis 95%
- Experimental confirmation that an uncommon, yet clinically relevant mutation (G878A) in the rrs gene of Mycobacterium tuberculosis confers resistance to streptomycin. 95%
- Hypermutator Pseudomonas aeruginosa exploits multiple genetic pathways to develop multidrug resistance during long term infections in the airways of cystic fibrosis patients 95%
Similar papers in this journal
- Pseudomonas putida group species serve as reservoirs of conjugative plasmids disseminating Tn402-like class 1 integrons carrying blaVIM-2 metallo-β-lactamase genes 94%
- Evolutionary epidemiology of Streptococcus iniae: linking mutation rate dynamics with adaptation to novel immunological landscapes 94%
- Understanding SARS-CoV-2 Spike glycoprotein clusters and their impact on immunity of the population from Rio Grande do Norte, Brazil 91%
Similar papers in this journal
- Selective pressure by rifampicin modulates mutation rates and evolutionary trajectories of mycobacterial genomes 96%
- Evaluation of the role of whiB6 and kdpDE in the dominant multidrug resistant clone Mycobacterium tuberculosis B0/W148 95%
- Genetic determinants of intrinsic antibiotic tolerance in Mycobacterium avium 95%
Similar papers in this journal
- Genome-wide analysis of experimentally evolved Candida auris reveals multiple novel mechanisms of multidrug-resistance 94%
- Defining the genes required for survival of Mycobacterium bovis in the bovine host offers novel insights into the genetic basis of survival of pathogenic mycobacteria 94%
- Coordinated regulation of Mdr1- and Cdr1-mediated protection from antifungals by the Mrr1 transcription factor in emerging Candida spp. 93%
Similar papers in this journal
- Acinetobacter baumannii NCIMB8209: A rare environmental strain displaying extensive insertion sequence-mediated genome remodeling resulting in the loss of exposed cell structures and defensive mechanisms 94%
- Achromobacter xylosoxidans isolates exhibit genome diversity, variable virulence, high levels of antibiotic resistance and potential intrahost evolution. 94%
- Restricted sequence variation in Streptococcus pyogenes penicillin binding proteins 93%
"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.