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Transcriptomic insights into polyketides and toxin biosynthesis genes in freshwater dinoflagellates
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  • Published: 17 February 2026

Transcriptomic insights into polyketides and toxin biosynthesis genes in freshwater dinoflagellates

  • Buhari Lawan Muhammad1,2,
  • Quynh Thi Nhu Bui1,3,
  • Han-Sol Kim1,2 &
  • …
  • Jang-Seu Ki1,2 

Scientific Reports , Article number:  (2026) Cite this article

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We are providing an unedited version of this manuscript to give early access to its findings. Before final publication, the manuscript will undergo further editing. Please note there may be errors present which affect the content, and all legal disclaimers apply.

Subjects

  • Genetics
  • Microbiology
  • Molecular biology

Abstract

Freshwater dinoflagellates are typically considered non-toxic, and their polyketides and toxin biosynthesis genes are largely unexplored. Here, we generated and analyzed the transcriptome of freshwater dinoflagellate Palatinus apiculatus and compared it with the transcriptome data from Peridinium bipes and Ceratium furcoides to investigate the presence and diversity of polyketide synthases (PKS), fatty acid synthases (FAS), and saxitoxin (STX) biosynthesis genes (sxt). We identified 95, 117, and 39 PKS-related transcripts in P. apiculatus, P. bipes, and C. furcoides, respectively, which include single-domain PKS, multi-domain PKS, and hybrid NRPS/PKS. Phylogenetic analysis revealed a novel clade of ketosynthase (KS) domains unique to freshwater dinoflagellates, suggesting species-specific diversification. Conserved catalytic residues were found in type II FAS genes across both freshwater and marine taxa. Although core STX biosynthesis genes were absent in all analyzed species, several STX-associated transcripts, including sxtA4, sxtU, sxtS, sxtD, sxtH/T, and sxtI, were identified. Phylogenetic analysis of the sxtA4 domain revealed that freshwater dinoflagellate sequences form a distinct clade from those of toxic marine dinoflagellates and cyanobacteria while retaining conserved active sites, suggesting potential functional variation. These findings reveal unique PKS and STX gene features in freshwater dinoflagellates, highlighting their previously unrecognized biosynthetic diversity, ecological roles, and biotechnological potential.

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Data availability

The datasets generated and/or analysed during the current study are available in the NCBI Sequence Read Archive (SRA) under Bio Project, PRJNA1307768.

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Acknowledgements

We thank Mr. T Kim for cell culture and valuable comments to the early version of our manuscript.

Funding

This work was supported by Korea Environment Industry & Technology Institute (KEITI) through Aquatic Ecosystem Conservation Research Program funded by Korea Ministry of Environment (MOE) (2022003050002 or RS-2022-KE002119211530) and by the National Research Foundation of Korea (NRF) grant funded by the Korea government (MSIT) (RS-2024-00354842).

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Authors and Affiliations

  1. Department of Life Science, Sangmyung University, Seoul, 03016, South Korea

    Buhari Lawan Muhammad, Quynh Thi Nhu Bui, Han-Sol Kim & Jang-Seu Ki

  2. Institute of Natural Sciences, Sangmyung University, Seoul, 03016, South Korea

    Buhari Lawan Muhammad, Han-Sol Kim & Jang-Seu Ki

  3. Faculty of Biology, Agriculture & Environmental Science, The University of Danang – University of Science and Education, Danang, 550000, Vietnam

    Quynh Thi Nhu Bui

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  1. Buhari Lawan Muhammad
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  2. Quynh Thi Nhu Bui
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Contributions

B.L.M designed the research, analyzed the data, wrote the original draft, and reviewed and edited the paper. H.S.K performed the experiment, reviewed and edited the paper. Q.T.N.B. reviewed and edited the paper. J.S.K. designed the research, supervised the research, coordinated with co-authors, and provided extensive feedback on the text.

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Correspondence to Jang-Seu Ki.

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Muhammad, B.L., Bui, Q.T.N., Kim, HS. et al. Transcriptomic insights into polyketides and toxin biosynthesis genes in freshwater dinoflagellates. Sci Rep (2026). https://doi.org/10.1038/s41598-026-40315-x

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  • Received: 14 August 2025

  • Accepted: 12 February 2026

  • Published: 17 February 2026

  • DOI: https://doi.org/10.1038/s41598-026-40315-x

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Keywords

  • Polyketide synthase
  • Fatty acids synthase (FAS)
  • Saxitoxins (STXs)
  • Dinoflagellate toxins
  • Freshwater ecosystems
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