Back

Multi-omics investigations uncover unique pathogenic markers in clinical Klebsiella pneumoniae that could be leveraged as novel antimicrobial targets

Swiatek, L.-S.; Surmann, K.; Eger, E.; Muller, J. U.; Salazar, M. G.; Guenther, S.; Werner, G.; Hubner, N.-O.; Bohnert, J. A.; Becker, K.; Heiden, S. E.; Volker, U.; Schwabe, M.; Schaufler, K.

2023-12-22 microbiology
10.1101/2023.12.22.573023 bioRxiv
Show abstract

BackgroundKlebsiella pneumoniae (KP), often multidrug-resistant (MDR), is a significant public health concern and frequently associated with various diseases including urinary-tract infection. In addition, in recent years, an increasing number of studies reports on the emergence of convergent KP that combine MDR with hypervirulence leading to severely limited treatment options and thus calling for alternative approaches. MethodsIn this study, we compared high-risk clonal KP lineages with less pathogenic Klebsiella variicola (KV) and Klebsiella quasipneumoniae (KQ) strains on multiple-omics levels and performed integrative data analysis to identify unique markers that could be subsequently leveraged as novel targets in alternative treatment strategies. ResultsOur initial genomic analysis revealed 107 genes as part of the patho-core genome in eight clinical KP that were associated with different metabolic pathways. Subsequent transcriptome and proteome analyses in infection-mimicking media demonstrated similar regulatory patterns among KP vs. other Klebsiella strains, again with metabolic responses playing a pivotal role. In total, we identified 193 KP-specific, differentially expressed genes on transcriptomic and/or proteomic levels. When then comparing these regulated genes to over 6,000 publicly available Klebsiella genomes, we identified unique markers either in KP genomes or adaptively regulated on transcriptomics and/or proteomics levels. An example for the latter was a gene cluster for the cellobiose phosphotransferase system that has been previously described in the context of bacterial virulence and biofilm formation. ConclusionIn conclusion, our study not only highlights that KP strains demonstrate metabolic flexibility in response to particular environmental conditions, which is potentially important for their success as opportunistic pathogens, but identified unique KP-markers. Subsequent studies are needed to explore whether these markers might be prospectively used as novel anti-virulence targets, providing alternatives to traditional antibiotics.

Matching journals

The top 5 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.