Publications by authors named "Maxime Godfroid"

Whole-genome sequencing has become the method of choice for bacterial outbreak investigation, with most clinical and public health laboratories currently routinely using short-read Illumina sequencing. Recently, long-read Oxford Nanopore Technologies (ONT) sequencing has gained prominence and may offer advantages over short-read sequencing, particularly with the recent introduction of the R10 chemistry, which promises much lower error rates than the R9 chemistry. However, limited information is available on its performance for bacterial single-nucleotide polymorphism (SNP)-based outbreak investigation.

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Article Synopsis
  • * A study on Escherichia coli revealed 60 gene groups that increase the likelihood of developing quinolone resistance through mutations in key genes, many of which are linked to various bacterial functions.
  • * The research highlights that the interplay between horizontal gene transfer and mutations contributes to the rapid emergence of antibiotic resistance and potentially sets the stage for multidrug resistance in bacteria.
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  • An evolutionary process involves changes in traits over time, but a deeper understanding of evolution can emerge from studying correlated evolution—when multiple evolutionary processes influence each other.
  • The authors propose a minimal likelihood framework that models the joint evolution of two traits using fewer parameters, making it more efficient than previous methods which required extensive computing.
  • This framework can assess independence between evolutionary processes, identify their interactions, and estimate the most likely model, and it's demonstrated to work effectively even with less than 100 species using data from $\gamma$-enterobacteria.
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In genome evolution, genetic variants are the source of diversity, which natural selection acts upon. Treatment of human tuberculosis (TB) induces a strong selection pressure for the emergence of antibiotic resistance-conferring variants in the infecting Mycobacterium tuberculosis (MTB) strains. MTB evolution in response to treatment has been intensively studied and mainly attributed to point substitutions.

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DNA acquisition via genetic recombination is considered advantageous as it has the potential to bring together beneficial mutations that emerge independently within a population. Furthermore, recombination is considered to contribute to the maintenance of genome stability by purging slightly deleterious mutations. The prevalence of recombination differs among prokaryotic species and depends on the accessibility of DNA transfer mechanisms.

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The classification of human genetic variants into deleterious and neutral is a challenging issue, whose complexity is rooted in the large variety of biophysical mechanisms that can be responsible for disease conditions. For non-synonymous mutations in structured proteins, one of these is the protein stability change, which can lead to loss of protein structure or function. We developed a stability-driven knowledge-based classifier that uses protein structure, artificial neural networks and solvent accessibility-dependent combinations of statistical potentials to predict whether destabilizing or stabilizing mutations are disease-causing.

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