Evidence map›Paper›PMID 41390845›Full record

ArticleNature communications2025

The soil microbiome as an indicator of ecosystem multifunctionality in European soils.

Ferran Romero, Maëva Labouyrie, Alberto Orgiazzi, Cristiano Ballabio, Panos Panagos, Arwyn Jones, Leho Tedersoo, Mohammad Bahram, Nico Eisenhauer, Marie Sünnemann and 9 more

Abstract read
In one paragraph

Article in Nature communications, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

  1. Article
  2. Review
  3. Article
  4. Rethinking One Health: Microbial Foundations for Ecological Governance.BioEssays : news and reviews in molecular, cellular and developmental biology · 2026
    Review
  5. Review
  6. Review
  7. Combined effects of earthworms andFrontiers in microbiology · 2026
    Article
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

19 authors.

Ferran RomeroPlant-Soil Interactions group, Agroscope, Zurich, Switzerland. ferran.romeroblanch@agroscope.admin.ch.ORCID http://orcid.org/0000-0002-2986-4166
Maëva LabouyrieEuropean Commission, Joint Research Centre Ispra (JRC), Ispra, Italy.ORCID http://orcid.org/0000-0002-0313-0404
Alberto OrgiazziEuropean Dynamics, Brussels, Belgium.
Cristiano BallabioEuropean Commission, Joint Research Centre Ispra (JRC), Ispra, Italy.ORCID http://orcid.org/0000-0001-7452-9271
Panos PanagosEuropean Commission, Joint Research Centre Ispra (JRC), Ispra, Italy.ORCID http://orcid.org/0000-0003-1484-2738
Arwyn JonesEuropean Commission, Joint Research Centre Ispra (JRC), Ispra, Italy.
Leho TedersooMycology and Microbiology Center, University of Tartu, Tartu, Estonia.ORCID http://orcid.org/0000-0002-1635-1249
Mohammad BahramDepartment of Agroecology, Aarhus University, Slagelse, Denmark.ORCID http://orcid.org/0000-0002-9539-3307
Nico EisenhauerGerman Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany.ORCID http://orcid.org/0000-0002-0371-6720
Marie SünnemannGerman Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany.ORCID http://orcid.org/0000-0001-5385-258X
Carlos A GuerraGerman Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany.
Dongxue TaoLaboratorio de Biodiversidad y Funcionamiento Ecosistémico, Instituto de Recursos Naturales y Agrobiología de Sevilla (IRNAS), Consejo Superior de Investigaciones Científicas (CSIC), Sevilla, Spain.
Ido RogPlant-Soil Interactions group, Agroscope, Zurich, Switzerland.ORCID http://orcid.org/0000-0002-9120-3617
Shuo JiaoState Key Laboratory for Crop Stress Resistance and High-Efficiency Production, College of Life Sciences, Northwest A&F University, Yangling, Shaanxi, China.
Stefano MocaliConsiglio per la ricerca in agricoltura e l'analisi dell'economia agraria - Centro di Ricerca Agricoltura e Ambiente (CREA-AA), Firenze, Italy.ORCID http://orcid.org/0000-0002-1173-7206
Matthias C RilligFreie Universität Berlin, Institute of Biology, Berlin, Germany.ORCID http://orcid.org/0000-0003-3541-7853
Anika LehmannFreie Universität Berlin, Institute of Biology, Berlin, Germany.
Manuel Delgado-BaquerizoLaboratorio de Biodiversidad y Funcionamiento Ecosistémico, Instituto de Recursos Naturales y Agrobiología de Sevilla (IRNAS), Consejo Superior de Investigaciones Científicas (CSIC), Sevilla, Spain.
Marcel G A van der HeijdenPlant-Soil Interactions group, Agroscope, Zurich, Switzerland. marcel.vanderheijden@agroscope.admin.ch.ORCID http://orcid.org/0000-0001-7040-1924

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The role of soil microorganisms in supporting multiple ecosystem functions (multifunctionality) remains poorly understood across diverse environmental conditions. Here, we investigate 484 soils from 27 European countries spanning a range of climatic and edaphic contexts. We assess the contribution of climate, soil properties, and soil microbiome traits (i.e., the relative abundance of co-occurring taxa) to explain six key functional proxies related to soil structure, biochemical activity, and productivity. We find the highest multifunctionality values in grasslands, woodlands, loamy and acidic soils, and temperate humid regions, and the lowest in croplands, alkaline soils, and drier regions. Soil properties explain 12-31% of variation in multifunctionality, with microbial biomass and nitrogen content emerging as the strongest predictors. The soil microbiome accounts for 2-14% of unique variance in multifunctionality but explains more than 25% of variation in enzymatic activities and primary productivity in clay-rich soils and soils originating from temperate dry regions. Specific taxa, particularly within Actinobacteria, Acidobacteria, and the fungal genus Mortierella consistently emerge as strong predictors of ecosystem multifunctionality. Our findings highlight that ecosystem multifunctionality is jointly shaped by soil properties and microbial communities. We argue that specific taxa hold potential as context-dependent indicators for multifunctionality monitoring across environmental gradients.

Indexed as

EcosystemMicrobiotaSoilSoil MicrobiologyAcidobacteriaBacteriaBiomassClimateEuropeFungiGrasslandNitrogenNitrogenSoil

Identifiers

PMID41390845
PMCPMC12820116

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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 Socratic graph.