A systematic pipeline for classifying bacterial operons reveals the evolutionary landscape of biofilm machineries
Cedoljub Bundalovic-TormaiD, Gregory B. WhitfieldiD, Lindsey S. MarmontiD, P. Lynne HowelliD, John ParkinsoniD
Abstract
In bacterial functionally related genes comprising metabolic pathways and protein complexes are frequently encoded in operons and are widely conserved across phylogenetically diverse species. The evolution of these operon-encoded processes is affected by diverse mechanisms such gene duplication, loss, rearrangement, and horizontal transfer. These mechanisms can result in functional diversification of gene-families, increasing the potential evolution of novel biological pathways, and serves to adapt pre-existing pathways to the requirements of particular environments. Despite the fundamental importance that these mechanisms play in bacterial environmental adaptation, a systematic approach for studying the evolution of operon organization is lacking. Herein, we present a novel method to study the evolution of operons based on phylogenetic clustering of operon-encoded protein families and genomic-proximity network visualizations of operon architectures. We applied this approach to study the evolution of the synthase dependent exopolysaccharide (EPS) biosynthetic systems: cellulose, acetylated-cellulose, poly-{beta}-1,6-N-acetyl-D-glucosamine (PNAG), Pel, and alginate. These polymers have important roles in biofilm formation, antibiotic tolerance, and as virulence factors in opportunistic pathogens. Our approach reveals the complex evolutionary landscape of EPS machineries, and enabled operons to be classified into evolutionarily distinct lineages. Cellulose operons show phyla-specific operon lineages resulting from gene loss, rearrangement, and the acquisition of accessory loci, and the occurrence of whole-operon duplications arising through horizonal gene transfer. Our evolutionary-based classification also distinguishes between the evolution of PNAG production between Gram-negative and Gram-positive bacteria on the basis of structural and functional evolution of the acetylation modification domains shared by PgaB and IcaB loci, respectively. We also predict several pel-like operon lineages in Gram-positive bacteria, and demonstrate in our companion paper (BIORXIV/2019/768473) that Bacillus cereus produces a Pel-dependent biofilm that is regulated by cyclic-3,5-dimeric guanosine monophosphate (c-di-GMP).\n\nAUTHOR SUMMARYIn bacterial genomes biological processes are frequently encoded as operons of co-transcribed neighbouring genes belonging to diverse protein families. Therefore, studying the evolution of bacterial operons provides valuable insight into understanding the biological roles of genes involved in environmental adaptation. However, no systematic approach has yet been devised to examine both the evolutionary relationships of operon encoded genes and the evolution of operon organization as a whole. To address this challenge, we present a novel method to study operon evolution by integrating phylogenetic tree based clustering and genomic-context networks. We apply this approach to perform the first systematic survey of all known synthase dependent bacterial biofilm machineries, demonstrating the generalizability of our approach for operons of diverse size, protein family composition, and species distribution. Our approach is able to identify distinct biofilm operon clades across phylogenetically diverse bacteria, resulting from gene rearrangement, duplication, loss, fusion, and horizontal gene transfer. We also elucidate different evolutionary trajectories of Gram-negative and Gram-positive biofilm production machineries, and in a companion paper (BIORXIV/2019/768473) present the experimental validation of a novel mode of biofilm production in a subset of Gram-positive bacteria.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 52
- FWCI
- 2.43
- Field percentile
- top 10%
- Organism
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Generating a Collection of Single-Gene Deletions in the eps Operon in Bacillus subtilis Strain NCIB 3610
Nicole T. Cavanaugh, Bryanna P Upton, … Yunrong Chai·bioRxiv·Oct 6, 2026
- Diverse horizontally transferred cellulose biosynthesis gene clusters in Escherichia coli strains
Seyedmohammad Hosseinpourlamardi, Shaiqa Labiba, … Ute Römling·MicroorganismsPeer-reviewed·Sep 1, 2026
- Discovery and characterization of a Gram-positive Pel polysaccharide biosynthetic gene cluster
G. B. Whitfield, L. S. Marmont, … P. L. Howell·PLOS PathogensPeer-reviewed·Apr 1, 2020
- Evolutionary expression patterns in developing biofilms of uropathogenic Escherichia coli reveal embryo-like features
Anja Tušar, Sara Koska, … Tomislav Domazet‐Lošo·Evolution LettersPeer-reviewed·Sep 22, 2026
- Cellular adaptation and the importance of the purine biosynthesis pathway during biofilm formation in Gram-positive pathogens
M. Gelinas, L. Museau, … P. B. Beauregard·bioRxiv·Dec 11, 2020
- Identification of essential genes for Escherichia coli aryl polyene biosynthesis and function in biofilm formation
I. Johnston, L. J. Osborn, … J. Claesen·npj Biofilms and MicrobiomesPeer-reviewed·Jul 2, 2021