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Hebra, T.

Publications and source records attributed to Hebra, T..

3 recordsLinked to original sources

Remarkable diversity of alkaloid scaffolds in Piper fimbriulatum

Plant specialized metabolites play key roles in diverse physiological processes and ecological interactions. Identifying structurally novel metabolites, as well as discovering known compounds in new species, is often crucial for answering broader biological questions. The Piper genus (Piperaceae family) is known for its special phytochemistry and has been extensively studied over the past decades. Here, we investigated the alkaloid diversity of Piper fimbriulatum, a myrmecophytic plant native to Central America, using a metabolomics workflow that combines untargeted LC-MS/MS analysis with a range of recently-developed computational tools. Specifically, we leverage open MS/MS spectral libraries and metabolomics data repositories for metabolite annotation, guiding isolation efforts towards structurally-new compounds (i.e., dereplication). As a result, we identified several alkaloids belonging to 5 different classes and isolated one novel seco-benzylisoquinoline alkaloid featuring a linear quaternary amine moiety that we named fimbriulatumine. Notably, many of the identified compounds were never reported in Piperaceae plants. Our findings expand the known alkaloid diversity of this family, and demonstrate the value of revisiting well-studied plant families using state-of-the-art computational metabolomics workflows to uncover previously overlooked chemodiversity. To contextualize our findings into a broader biological context, we employed a workflow for automated mining of literature reports of the identified alkaloid scaffolds and mapped the results onto the angiosperm tree of life. By doing so, we highlight the remarkable alkaloid diversity within the Piper genus and provide a framework for generating hypotheses on the biosynthetic evolution of these specialized metabolites. Many of the computational tools and data resources used in this study remain underutilized within the plant science community. This manuscript demonstrates their potential through a practical application and aims to promote broader accessibility to untargeted metabolomics approaches. Significance StatementWe combine untargeted metabolomics with a range of recently developed computational tools to uncover a previously overlooked diversity of alkaloid scaffolds in Piper fimbriulatum. Our findings demonstrate the potential of revisiting well-studied plant families using state-of-the-art computational metabolomics workflows to uncover previously overlooked chemodiversity.

plant biology↗

Discovery and Characterization of Terpene Synthases Powered by Machine Learning

The exponential growth of uncharacterized enzyme sequences in genomic repositories demands novel tools for functional annotation. Here, we combined alignment-driven structural domain analysis with protein language models to create EnzymeExplorer, a machine-learning pipeline for enzyme function prediction. We applied this approach to terpene synthases (TPSs), which present an ideal model case because they catalyze complex carbocationic rearrangements with unpredictable product outcomes. We detected new structural domains and achieved significantly higher average precision than existing methods for function prediction. By analyzing the UniRef90 database, we identified TPSs overlooked by existing computational methods. Remarkably, we discovered and experimentally confirmed three archaeal TPSs, expanding the known taxonomic distribution of TPS catalysis to a new domain of life. Further in silico screening of archaeal proteomes revealed that terpene biosynthesis is widespread across Archaea. Our approach offers a powerful framework for characterizing enzyme "dark matter" in the rapidly expanding genomic and metagenomic datasets.

biochemistry↗

POMBOX: a fission yeast toolkit for molecular and synthetic biology

Schizosaccharomyces pombe is a popular model organism in molecular biology and cell physiology. With its ease of genetic manipulation and growth, supported by in-depth functional annotation in the PomBase database and genome-wide metabolic models, S. pombe is an attractive option for synthetic biology applications. However, S. pombe currently lacks modular tools for generating genetic circuits with more than one transcriptional unit. We have developed a toolkit to address this issue. Adapted from the MoClo- YTK plasmid kit for Saccharomyces cerevisiae and using the same Golden Gate grammar, our POMBOX toolkit is designed to facilitate the fast, efficient and modular construction of genetic circuits in S. pombe. It allows for interoperability when working with DNA sequences that are functional in both S. cerevisiae and S. pombe (e.g. protein tag, antibiotic resistance cassette, coding sequences). Moreover, POMBOX enables the modular assembly of multi-gene pathways and increases possible pathway length from 6 to 12 transcriptional units. We also adapted the stable integration vector homology arms to Golden Gate assembly and tested the genomic integration success rate depending on different sequence sizes, from four to twenty-four kilobases. We included fourteen S. pombe promoters that we characterized for two fluorescent proteins, in both minimal defined media (EMM2) and complex media (YES). Then we tested six S. cerevisiae and six synthetic terminators in S. pombe. Finally, we used the POMBOX kit for a synthetic biology application in metabolic engineering and expressed plant enzymes in S. pombe to produce specialized metabolite precursors, namely methylxanthine, amorpha-4,11-diene and cinnamic acid from the purine, mevalonate and amino acid pathways.

synthetic biology↗