The capsule and genetic background, rather than specific loci, strongly influence pneumococcal growth kinetics
Chaguza, C.; Arends, D. W.; Lo, S. W.; Putri, I. H.; York, A.; Lees, J. A.; Wyllie, A. L.; Weinberger, D. M.; Bentley, S. D.; de Jonge, M. I.; Cremers, A. J. H.
Show abstract
Bacterial growth characteristics intrinsic to each strain can impact and influence gene expression, antibiotic susceptibility, and disease pathogenesis. However, little is known about specific genomic variations that influence these bacterial growth features. Here, we investigate the impact of Streptococcus pneumoniae genetics on its in vitro growth features to shed light on genes that may be important targets in the development of vaccines and therapeutics. We use statistical models to estimate growth features and demonstrate that they varied significantly across capsular serotypes and lineages, were strongly correlated with phylogeny, and showed high heritability, highlighting a strong genetic basis. Despite this, genome-wide association studies revealed no specific genomic loci statistically associated with the growth features independently of the genetic background, including those in the locus responsible for capsular polysaccharide synthesis. Our findings suggest that the serotype and lineage, as well as a combination of genomic loci, influence intrinsic pneumococcal growth kinetics, which may have implications for pneumococcal disease pathogenesis.
Matching journals
The top 4 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Construction of a complete set of Neisseria meningitidis defined mutants - the NeMeSys 2.0 collection - and its use for the phenotypic profiling of the genome of an important human pathogen 95%
- Convergent within-host evolution alters key virulence factors in a Klebsiella pneumoniae clone during a large hospital outbreak 94%
- Rewiring capsule production by CRISPRi-based genetic oscillators demonstrates a functional role of phenotypic variation in pneumococcal-host interactions 94%
Similar papers in this journal
- Targeted IS-element sequencing uncovers transposition dynamics during selective pressure in enterococci 94%
- A type VII secretion system in Group B Streptococcus mediates cytotoxicity and virulence 92%
- Phylogenomics of 8,839 Clostridioides difficile genomes reveals recombination-driven evolution and diversification of toxin A and B 92%
Similar papers in this journal
Similar papers in this journal
- Genomic epidemiology of vancomycin resistant Enterococcus faecium (VREfm) in Latin America: Revisiting the global VRE population structure 92%
- Identifying likely transmission pairs with pathogen sequence data using Kolmogorov Forward Equations; an application to M.bovis in cattle and badgers 91%
- A program for real-time surveillance of SARS-CoV-2 genetics 91%
"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.