Evidence map›Paper›PMID 40052447›Full record

ArticleThe Plant journal : for cell and molecular biology2025

Computational metabolomics reveals overlooked chemodiversity of alkaloid scaffolds in Piper fimbriulatum.

Tito Damiani, Joshua Smith, Téo Hebra, Milana Perković, Marijo Čičak, Alžběta Kadlecová, Vlastimil Rybka, Martin Dračínský, Tomáš Pluskal

Abstract read
In one paragraph

Article in The Plant journal : for cell and molecular biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

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0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Annotating Tandem Mass Spectra in Metabolomics with DreaMS and MassSpecGym.Methods in molecular biology (Clifton, N.J.) · 2027
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4 · The record

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PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Tito Damiani *Institute of Organic Chemistry and Biochemistry of the Czech Academy of Sciences, Flemingovo náměstí 542/2, 160 00, Prague, Czech Republic.ORCID 0000-0002-4616-900X
Joshua Smith *Institute of Organic Chemistry and Biochemistry of the Czech Academy of Sciences, Flemingovo náměstí 542/2, 160 00, Prague, Czech Republic.
Téo Hebra *Institute of Organic Chemistry and Biochemistry of the Czech Academy of Sciences, Flemingovo náměstí 542/2, 160 00, Prague, Czech Republic.ORCID 0000-0002-5878-259X
Milana Perković *Institute of Organic Chemistry and Biochemistry of the Czech Academy of Sciences, Flemingovo náměstí 542/2, 160 00, Prague, Czech Republic.
Marijo ČičakInstitute of Organic Chemistry and Biochemistry of the Czech Academy of Sciences, Flemingovo náměstí 542/2, 160 00, Prague, Czech Republic.
Alžběta KadlecováInstitute of Organic Chemistry and Biochemistry of the Czech Academy of Sciences, Flemingovo náměstí 542/2, 160 00, Prague, Czech Republic.
Vlastimil RybkaPrague Botanical Garden, Trojská 800/196, 171 00, Prague, Czech Republic.
Martin DračínskýInstitute of Organic Chemistry and Biochemistry of the Czech Academy of Sciences, Flemingovo náměstí 542/2, 160 00, Prague, Czech Republic.
Tomáš PluskalInstitute of Organic Chemistry and Biochemistry of the Czech Academy of Sciences, Flemingovo náměstí 542/2, 160 00, Prague, Czech Republic.ORCID 0000-0002-6940-3006

Funding

Czech Science Foundation (GA CR) 21-11563MEuropean Regional Development Fund CZ.02.01.01/00/22_010/0002733H2020 Marie Sklodowska-Curie Actions 891397H2020 Marie Skłodowska-Curie Actions 101130799
6 · The paper itself

Abstract

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 toward structurally new compounds (i.e., dereplication). As a result, we identified several alkaloids belonging to five different classes and isolated one novel seco-benzylisoquinoline alkaloid featuring a linear quaternary amine moiety which 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 within 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.

Indexed as

AlkaloidsMetabolomicsPiperChromatography, LiquidMyrmecophytesTandem Mass SpectrometryAlkaloidsalkaloidsangiospermscomputational metabolomicsmass spectrometryPiperaceaePiper fimbriulatumtechnical advanceWikidata

Identifiers

PMID40052447
PMCPMC11886945

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.