Evidence map›Paper›PMID 37647404›Full record

ArticleScience advances2023

Leaf metabolic traits reveal hidden dimensions of plant form and function.

Tom W N Walker, Franziska Schrodt, Pierre-Marie Allard, Emmanuel Defossez, Vincent E J Jassey, Meredith C Schuman, Jake M Alexander, Oliver Baines, Virginie Baldy, Richard D Bardgett and 21 more

Abstract read
In one paragraph

Article in Science advances, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.

0numbers the graph read from it
0cells of the map it votes in
18citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

18 citing papers in PubMed.

  1. Article
  2. Structural innovation and flexibility in plant chemical defenses.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  3. Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. Article
  9. Article
  10. Review
  11. Trait-Based Life History Strategies Shape Bacterial Niche Breadth.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025
    Article
  12. Article
  13. Article
  14. Review
  15. Plant chemical diversity enhances defense against herbivory.Proceedings of the National Academy of Sciences of the United States of America · 2024
    Article
  16. Article
  17. Article
  18. Review
4 · The record

Corrections and comments

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

31 authors.

Tom W N WalkerInstitute of Biology, University of Neuchâtel, 2000 Neuchâtel, Switzerland.ORCID 0000-0001-8095-6026
Franziska SchrodtSchool of Geography, University of Nottingham, Nottingham NG7 2RD, UK.ORCID 0000-0001-9053-8872
Pierre-Marie AllardDepartment of Biology, University of Fribourg, 1700 Fribourg, Switzerland.ORCID 0000-0003-3389-2191
Emmanuel DefossezInstitute of Biology, University of Neuchâtel, 2000 Neuchâtel, Switzerland.ORCID 0000-0002-3279-9190
Vincent E J JasseyLaboratoire d'Ecologie Fonctionnelle et Environnement, Université de Toulouse, CNRS, 31062 Toulouse, France.ORCID 0000-0002-1450-2437
Meredith C SchumanDepartments of Geography and Chemistry, University of Zurich, 8057 Zurich, Switzerland.ORCID 0000-0003-3159-3534
Jake M AlexanderDepartment of Environmental Systems Science, ETH Zürich, 8092 Zürich, Switzerland.ORCID 0000-0003-2226-7913
Oliver BainesSchool of Geography, University of Nottingham, Nottingham NG7 2RD, UK.ORCID 0000-0002-2415-8502
Virginie BaldyAix Marseille Université, Avignon Université, CNRS, IRD, IMBE, Marseille, France.ORCID 0000-0002-4048-5132
Richard D BardgettDepartment of Earth and Environmental Sciences, The University of Manchester, Manchester M13 9PT, UK.ORCID 0000-0002-5131-0127
Pol CapdevilaDepartament de Biologia Evolutiva, Ecologia i Ciències Ambientals, Facultat de Biologia, Universitat de Barcelona (UB), Barcelona 08028, Spain.ORCID 0000-0002-2842-4302
Phyllis D ColeySchool of Biological Sciences, University of Utah, Salt Lake City, UT 84112, USA.ORCID 0000-0001-7718-597X
Nicole M van DamLeibniz Institute of Vegetable and Ornamental crops (IGZ), 14979 Großbeeren, Germany.ORCID 0000-0003-2622-5446
Bruno DavidGreen Mission Pierre Fabre, Institut de Recherche Pierre Fabre, 31562 Toulouse, France.ORCID 0000-0002-6222-9228
Patrice DescombesDepartment of Environmental Systems Science, ETH Zürich, 8092 Zürich, Switzerland.ORCID 0000-0002-3760-9907
María-José EndaraMedio Ambiente y Salud (BIOMAS), Facultad de Ingenierías y Ciencias Aplicadas, Universidad de Las Américas, 170124 Quito, Ecuador.ORCID 0000-0002-8805-1456
Catherine FernandezAix Marseille Université, Avignon Université, CNRS, IRD, IMBE, Marseille, France.
Dale ForristerSchool of Biological Sciences, University of Utah, Salt Lake City, UT 84112, USA.ORCID 0000-0001-8170-7187
Albert Gargallo-GarrigaCSIC, Global Ecology Unit CREAF-CSIC-UAB, 08193 Bellaterra, Catalonia, Spain.ORCID 0000-0002-7536-2888
Gaëtan GlauserInstitute of Biology, University of Neuchâtel, 2000 Neuchâtel, Switzerland.ORCID 0000-0002-0983-8614
Sue MarrGerman Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, 04103 Leipzig, Germany.ORCID 0000-0003-3978-0836
Steffen NeumannGerman Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, 04103 Leipzig, Germany.ORCID 0000-0002-7899-7192
Loïc PellissierDepartment of Environmental Systems Science, ETH Zürich, 8092 Zürich, Switzerland.ORCID 0000-0002-2289-8259
Kristian PetersGerman Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, 04103 Leipzig, Germany.ORCID 0000-0002-4321-0257
Sergio RasmannInstitute of Biology, University of Neuchâtel, 2000 Neuchâtel, Switzerland.ORCID 0000-0002-3120-6226
Ute RoessnerResearch School of Biology, The Australian National University, 2601 Acton, Australia.ORCID 0000-0002-6482-2615
Roberto Salguero-GómezDepartment of Zoology, Oxford University, Oxford OX1 3SZ, UK.ORCID 0000-0002-6085-4433
Jordi SardansCSIC, Global Ecology Unit CREAF-CSIC-UAB, 08193 Bellaterra, Catalonia, Spain.ORCID 0000-0003-2478-0219
Wolfram WeckwerthMolecular Systems Biology, Department of Functional and Evolutionary Ecology, 1010 University of Vienna, Vienna, Austria.ORCID 0000-0002-9719-6358
Jean-Luc WolfenderSchool of Pharmaceutical Sciences, University of Geneva, 1211 Geneva, Switzerland.ORCID 0000-0002-0125-952X
Josep PeñuelasCSIC, Global Ecology Unit CREAF-CSIC-UAB, 08193 Bellaterra, Catalonia, Spain.ORCID 0000-0002-7215-0150

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The metabolome is the biochemical basis of plant form and function, but we know little about its macroecological variation across the plant kingdom. Here, we used the plant functional trait concept to interpret leaf metabolome variation among 457 tropical and 339 temperate plant species. Distilling metabolite chemistry into five metabolic functional traits reveals that plants vary on two major axes of leaf metabolic specialization-a leaf chemical defense spectrum and an expression of leaf longevity. Axes are similar for tropical and temperate species, with many trait combinations being viable. However, metabolic traits vary orthogonally to life-history strategies described by widely used functional traits. The metabolome thus expands the functional trait concept by providing additional axes of metabolic specialization for examining plant form and function.

Indexed as

LongevityMetabolomePhenotypePlant Leaves

Identifiers

PMID37647404
PMCPMC10468135

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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.