bioRxivGenomicsPreprint
Markers of biosynthetic innovation in the Cyanobacteria
Rachel MizziiD, Brett Anthony NeilaniD, Leanne Andrea PearsoniD, Verlaine Joy TimmsiD
- Citations
- 0
Abstract
Cyanobacteria are a rich source of specialised metabolites of ecological, biomedical and industrial significance, yet discovery of novel compounds is constrained by rediscovery and uneven taxonomic exploration. Diversification of specialised metabolism constitutes a key evolutionary innovation associated with ecological expansion. Further, understanding how biosynthetic capacity is distributed across cyanobacterial lineages and environments is critical for guiding natural product discovery. We therefore analysed 939 cyanobacterial genomes spanning 11 orders and five habitat types to identify taxonomic and ecological hotspots of biosynthetic potential. We evaluated several indicators of biosynthetic innovation, including singleton BGCs and specialized enzymes and assessed the distribution of cyanobacterial toxin BGCs. Conserved terpene and ribosomally synthesised and post-translationally modified peptide (RiPP) clusters dominated, accounting for >50% of identified BGCs. These two classes exhibited high sequence conservation, averaging 16.41 and 28.10 similarity links per BGC, respectively. Conversely, NRPS and polyketide synthase clusters were less common (18.5% and 2.5% of total BGCs, respectively) but displayed considerable sequence diversity, with a mean of 1.9 and 0.79 links per BGC, respectively. Enzymes associated with potentially novel chemistries were rare, with halogenases and cytochrome P450s present in 4.9% and 1.27% of BGCs, respectively, whereas amidinotransferases were detected in only 0.42% of BGCs. Symbiotic, terrestrial and thermal spring cyanobacteria, particularly Nostocales, showed elevated biosynthetic potential, whereas marine Synechococcales genomes showed comparatively low biosynthetic potential. Putative toxin BGCs were enriched in freshwater Nostocales, Chroococcales and Oscillatoriales. These findings link phylogeny, ecology and genomic features to prioritise taxa, habitats and biosynthetic pathways for future natural product discovery.
- organism: C. elegans
- assay: whole-genome sequencing
- research focus: gene regulatory network inference
- research focus: database / resource
- research focus: benchmarking
- approach: statistical model
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
- The evolutionary advantage of toxin production among cyanobacteria, the oldest known organisms on Earth
Ravi José Tristão Ramos, Crina-Maria Ionescu, Jaroslav Koča·bioRxiv·Apr 22, 2019
- Distribution and diversity of dimetal-carboxylate halogenases in cyanobacteria
N. Eusebio, A. Rego, … P. N. Leao·bioRxiv·Jan 5, 2021
- Specialization in Molecular Functions and Secondary Metabolite Production Potential in Cyanobacterial Symbionts
Ellen S. Cameron, Santiago Sanchez, … Robert D. Finn·bioRxiv·Mar 22, 2024
- Establishing Conserved Biosynthetic Gene Clusters of the Phylum Myxococcota
Shailaja Khanal Pokharel, Nawal Shehata, … D. Cole Stevens·Applied and Environmental MicrobiologyPeer-reviewed·Dec 11, 2025
- BGC Atlas v2: biosynthetic gene clusters with taxonomic and environmental context at scale
Caner Bağcı, Alec Talamas-Tanner, Nadine Ziemert·bioRxiv·Sep 18, 2026
- Mining for a New Class of Fungal Natural Products: The Evolution, Diversity, and Distribution of Isocyanide Synthase Biosynthetic Gene Clusters
G. R. Nickles, B. Oestereicher, … M. T. Drott·bioRxiv·Apr 17, 2023