Genomic-Based Prediction of Exopolysaccharide Composition and Structure: Insights from Rhizobium and Sinorhizobium Species
Tulumello, J.; Long, J.; Achouak, W.; Garron, M.-L.; Terrapon, N.; Heulin, T.
Show abstract
Bacterial exopolysaccharides (EPS) are key components in biofilm formation, stress protection, and symbiosis in Rhizobiaceae. While EPS structural diversity is extensive, experimental characterization remains limited. In this study, we experimentally determined and compared four distinct EPS structures produced by ten Rhizobium alamii strains. Using genomic data, we bioinformatically identified supra-operonic clusters (SOCs) responsible for these EPS biosynthesis. We introduced a computational framework to predict, score, and compare EPS SOCs across 84 Rhizobium and Sinorhizobium species, linking gene content to structural and functional EPS diversity. A total of 743 EPS SOCs was selected for network analyses, allowing the identification of 36 major groups of orthologous EPS SOCs, successfully recovering all known EPS biosynthetic loci and two novels SOCs potentially encoding uncharacterized EPS (xEPS-I, xEPS-II). Profiles of EPS SOCs correlated with taxonomical groups, with a single EPS SOC conserved through all 84 genomes and distinct additional EPS SOCs depending on the group, but do not strictly explain symbiotic capacity. Genetic comparisons of transporters (Wzx, Wzy) and glycosyltransferase sequences indicated these proteins as key markers of EPS structure. Overall, this computational framework accurately identified and classified EPS SOCs, providing a scalable, genome-based method for predicting EPS biosynthetic potential in Rhizobiaceae and usable in other microbial genera.
Matching journals
The top 7 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- A systems-level insight into PHB-driven metabolic adaptation orchestrated by the PHB-binding transcriptional regulator AniA (PhaR) 94%
- Metabolic modeling of Streptococcus mutans reveals complex nutrient requirements of an oral pathogen 93%
- Exploring the interspecific interactions and the metabolome of the soil isolate Hylemonella gracilis 93%
Similar papers in this journal
- Transfer of the synechan biosynthesis and regulatory pathway enables sulfated polysaccharide production in Synechococcus elongatus PCC 7942 95%
- Deciphering the metabolic capabilities of Bifidobacteria using genome-scale metabolic models 94%
- Interrogation of genes controlling biofilm formation using CRISPR interference in Pseudomonas fluorescens 94%
Similar papers in this journal
Similar papers in this journal
- Transcriptional profiling of Pseudomonas aeruginosa biofilm life cycle stages reveals dispersal-specific biomarkers 94%
- Specialized Bacteroidetes dominate the Arctic Ocean during marine spring blooms 93%
- Transcriptional response of Streptomyces coelicolor to rapid chromosome relaxation or long-term supercoiling imbalance 93%
Similar papers in this journal
- Complete genome sequence of Escherichia coli C - an old model organism with a new application in biofilm research 94%
- Distribution and diversity of dimetal-carboxylate halogenases in cyanobacteria 92%
- Genomic analysis provides novel insights into diversification and taxonomy of Allorhizobium vitis (i.e. Agrobacterium vitis) 92%
"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.