Evidence map›Paper›PMID 42156769›Full record

ArticleNature communications2026

Functional restructuring of the global soil microbiome under multiple stressors.

Ruirui Chen, Shuhong Luo, Youzhi Feng, Fernando T Maestre, Tadeo Sáez-Sandino, Nicolas Gross, Yoann Le Bagousse-Pinguet, Victoria Ochoa, Beatriz Gozalo, Emilio Guirado and 72 more

Abstract read
In one paragraph

Article in Nature communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

82 authors.

Ruirui Chen *State Key Laboratory for Development and Utilization of Forest Food Resources, Nanjing Forestry University, Nanjing, China.ORCID http://orcid.org/0000-0003-4582-3302
Shuhong Luo *Shanghai Wildlife and Protected Natural Areas Research Center, Shanghai, China.
Youzhi FengState Key Laboratory for Development and Utilization of Forest Food Resources, Nanjing Forestry University, Nanjing, China. fyouzhi@hotmail.com.ORCID http://orcid.org/0000-0002-8519-841X
Fernando T MaestreEnvironmental Science and Engineering, Biological and Environmental Science and Engineering Division, King Abdullah University of Science and Technology, Thuwal, Kingdom of Saudi Arabia. fernando.maestregil@kaust.edu.sa.ORCID http://orcid.org/0000-0002-7434-4856
Tadeo Sáez-SandinoHawkesbury Institute for the Environment, Western Sydney University, Penrith, NSW, Australia.ORCID http://orcid.org/0000-0001-9539-4716
Nicolas GrossUniversité Clermont Auvergne, INRAE, VetAgro Sup, Unité Mixte de Recherche Ecosystème Prairial, Clermont-Ferrand, France.ORCID http://orcid.org/0000-0001-9730-3240
Yoann Le Bagousse-PinguetAix Marseille Univ, CNRS, Avignon Université, IRD, IMBE, France.ORCID http://orcid.org/0000-0002-5615-5541
Victoria OchoaInstituto Universitario de Investigación en el Olivar y Aceites de Oliva. Universidad de Jaén, Jaén, Spain.ORCID http://orcid.org/0000-0002-2055-2094
Beatriz GozaloInstituto Multidisciplinar para el Estudio del Medio "Ramón Margalef", Universidad de Alicante, Carretera de San Vicente del Raspeig s/n, Alicante, San Vicente del Raspeig, Spain.
Emilio GuiradoEstación Experimental de Zonas Áridas, Consejo Superior de Investigaciones Científicas, Carretera de Sacramento s/n, Almería, Spain.ORCID http://orcid.org/0000-0001-5348-7391
Miguel García-GómezDepartamento de Ingeniería y Morfología del Terreno, Escuela Técnica Superior de Ingenieros de Caminos, Canales y Puertos, Universidad Politécnica de Madrid, Madrid, Spain.ORCID http://orcid.org/0000-0003-3148-1495
Enrique ValenciaDepartmento de Biodiversidad, Ecología y Evolución, Facultad de Ciencias Biológicas, Universidad Complutense de Madrid, Madrid, Spain.ORCID http://orcid.org/0000-0003-3359-0759
Sergio AsensioInstituto Multidisciplinar para el Estudio del Medio "Ramón Margalef", Universidad de Alicante, Carretera de San Vicente del Raspeig s/n, Alicante, San Vicente del Raspeig, Spain.ORCID http://orcid.org/0000-0003-4376-2964
Jaime Martínez-ValderramaEstación Experimental de Zonas Áridas, Consejo Superior de Investigaciones Científicas, Carretera de Sacramento s/n, Almería, Spain.ORCID http://orcid.org/0000-0001-5859-5674
Betty Josefina MendozaDepartamento de Biología y Geología, Física y Química Inorgánica, Universidad Rey Juan Carlos, Móstoles, Spain.ORCID http://orcid.org/0000-0003-1149-7801
Sebastian AbadesLíneas de Base Públicas, Ministerio del Medio Ambiente, Gobierno de Chile, Chile.
Fernando AlfaroGEMA Center for Genomics, Ecology, and the Environment, Universidad Mayor, Santiago, Chile.
Matt BarrettAustralian Tropical Herbarium, James Cook University, Cairns, Queensland, Australia.ORCID http://orcid.org/0000-0002-2926-4291
Miguel BerdugoDepartmento de Biodiversidad, Ecología y Evolución, Facultad de Ciencias Biológicas, Universidad Complutense de Madrid, Madrid, Spain.ORCID http://orcid.org/0000-0003-1053-8907
José Luis Blanco PastorDepartamento de Biología, Instituto de Investigación Vitivinícola y Agroalimentaria (IVAGRO), Campus de Excelencia Internacional Agroalimentario (ceiA3), Universidad de Cádiz, Avenida República Saharaui s/n, Puerto Real, Spain.
Niels BlaumPlant Ecology and Nature Conservation, University of Potsdam, Potsdam, Germany.ORCID http://orcid.org/0000-0001-6807-5162
Bazartseren BoldgivDepartment of Biology, National University of Mongolia, Ulaanbaatar, Mongolia.ORCID http://orcid.org/0000-0003-0015-8142
Matthew BowkerCenter for Ecosystem Science and Society, Northern Arizona University, Flagstaff, USA.
Helena CastroCentre for Functional Ecology, Associate Laboratory Terra, Department of Life Sciences, University of Coimbra, Coimbra, Portugal.
Haiyan ChuState Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing, China.ORCID http://orcid.org/0000-0001-9004-8750
Nick A CutlerSchool of Geography, Politics and Sociology, University of Newcastle, UK.ORCID http://orcid.org/0000-0003-1746-7769
Zhongmin DaiThe Rural Development Academy, Zhejiang University, Hangzhou, China.ORCID http://orcid.org/0000-0002-1119-7369
Balázs DeákLendület Seed Ecology Research Group, Institute of Ecology and Botany, HUN-REN Centre for Ecological Research, 2-4 Alkotmány street, Vácrátót, Hungary.ORCID http://orcid.org/0000-0001-6938-1997
Jorge DuránMisión Biológica de Galicia, Consejo Superior de Investigaciones Científicas, Pontevedra, Spain.ORCID http://orcid.org/0000-0002-7375-5290
Carlos Ivan EspinosaLaboratorio de Ecología Tropical y Servicios Ecosistémicos. Departamento de Ciencias Biológicas y Agropecuarias, Universidad Técnica Particular de Loja, Ecuador.ORCID http://orcid.org/0000-0002-5330-4505
Alex FajardoDirección de Investigación, Vicerrectoría Académica, Universidad de Talca, Talca, Chile.ORCID http://orcid.org/0000-0002-2202-6207
Kunkun FanState Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing, China.ORCID http://orcid.org/0000-0002-2922-269X
Ana ForondaInstituto Pirenaico de Ecología (IPE), CSIC, Av. Montañana 1005, Zaragoza, Spain.ORCID http://orcid.org/0000-0002-6001-2228
Lauchlan H FraserDepartment of Natural Resource Science, Thompson Rivers University, Kamloops, British Columbia, Canada.ORCID http://orcid.org/0000-0003-3998-5540
Katja GeisslerPlant Ecology and Nature Conservation, University of Potsdam, Potsdam, Germany.ORCID http://orcid.org/0000-0002-6398-1200
Tine GrebencDepartment of Forest Physiology and Genetics, Slovenian Forestry Institute, Večna pot 2, Ljubljana, Slovenia.ORCID http://orcid.org/0000-0003-4035-8587
Elizabeth Gusman MoltanvanLaboratorio de Ecología Tropical y Servicios Ecosistémicos. Departamento de Ciencias Biológicas y Agropecuarias, Universidad Técnica Particular de Loja, Ecuador.
Stephen C HartLife & Environmental Sciences and Sierra Nevada Research Institute, University of California, Merced, CA, USA.ORCID http://orcid.org/0000-0002-9023-6943
Liana KindermannDepartment of Biodiversity Research and Systematic Botany, University of Potsdam, Potsdam, Germany.ORCID http://orcid.org/0000-0002-8126-2576
Melanie KöbelcE3c - Centre for Ecology, Evolution and Environmental Changes & CHANGE - Global Change and Sustainability Institute, Faculdade de Ciências, Universidade de Lisboa, Lisboa, Portugal.ORCID http://orcid.org/0000-0001-8272-7999
Lauri LaanistoChair of Biodiversity and Nature Tourism, Estonian University of Life Sciences, Kreutzwaldi 5, Tartu, Estonia.ORCID http://orcid.org/0000-0003-2215-7298
Peter C le RouxDepartment of Plant and Soil Sciences, University of Pretoria, Pretoria, South Africa.ORCID http://orcid.org/0000-0002-7941-7444
Pierre LiancourtState Museum of Natural History Stuttgart, Stuttgart, Germany.ORCID http://orcid.org/0000-0002-3109-8755
Anja LinstädterDepartment of Biodiversity Research and Systematic Botany, University of Potsdam, Potsdam, Germany.
Michelle A LouwDepartment of Plant and Soil Sciences, University of Pretoria, Pretoria, South Africa.ORCID http://orcid.org/0000-0002-2148-9752
Petr MacekChair of Biodiversity and Nature Tourism, Estonian University of Life Sciences, Kreutzwaldi 5, Tartu, Estonia.ORCID http://orcid.org/0000-0002-4792-9461
Gillian Maggs-KöllingGobabeb-Namib Research Institute, Walvis Bay, Namibia.ORCID http://orcid.org/0000-0003-3296-8553
Thulani P MakhalanyaneDepartment of Microbiology, Faculty of Science, Stellenbosch University, Stellenbosch, South Africa.ORCID http://orcid.org/0000-0002-8173-1678
Antonio J ManzanedaDepartamento de Biología Animal, Biología Vegetal y Ecología. Universidad de Jaén, Spain.ORCID http://orcid.org/0000-0001-9384-7910
Eugene MaraisGobabeb-Namib Research Institute, Walvis Bay, Namibia.ORCID http://orcid.org/0000-0001-7155-9942
Daniel MontesinosAustralian Tropical Herbarium, James Cook University, Cairns, Queensland, Australia.ORCID http://orcid.org/0000-0003-2893-0878
Juan P MoraDoctoral Program in Sciences mention in Plant Biology and Biotechnology, Institute of Biological Sciences, Campus Talca, Universidad de Talca, Chile.ORCID http://orcid.org/0000-0002-6335-0150
Gerardo MorenoINDEHESA, Universidad de Extremadura, Plasencia, Spain.ORCID http://orcid.org/0000-0001-8053-2696
Seth M MunsonU.S. Geological Survey, Southwest Biological Science Center, USA.ORCID http://orcid.org/0000-0002-2736-6374
Miriam Muñoz-RojasLaboratorio de Biodiversidad y Funcionamiento Ecosistémico. Instituto de Recursos Naturales y Agrobiología de Sevilla (IRNAS), CSIC, Av. Reina Mercedes 10, Sevilla, Spain.ORCID http://orcid.org/0000-0002-9746-5191
Girish R NairDepartment of Microbiology, Faculty of Science, Stellenbosch University, Stellenbosch, South Africa.ORCID http://orcid.org/0000-0002-6090-8286
Sigrid NeuhauserDepartment of Microbiology, University of Innsbruck, Innsbruck, Austria.ORCID http://orcid.org/0000-0003-0305-1615
Alice NunescE3c - Centre for Ecology, Evolution and Environmental Changes & CHANGE - Global Change and Sustainability Institute, Faculdade de Ciências, Universidade de Lisboa, Lisboa, Portugal.ORCID http://orcid.org/0000-0002-6900-3838
Cesar PlazaInstituto de Ciencias Agrarias, Consejo Superior de Investigaciones Científicas, Madrid, Spain.ORCID http://orcid.org/0000-0001-8616-7001
Yolanda PueyoInstituto Pirenaico de Ecología (IPE), CSIC, Av. Montañana 1005, Zaragoza, Spain.
Pedro J ReyDepartamento de Biología Animal, Biología Vegetal y Ecología. Universidad de Jaén, Spain.ORCID http://orcid.org/0000-0001-5550-0393
Ana ReyMuseo Nacional de Ciencias Naturales, Consejo Superior de Investigaciones Científicas, Madrid, Spain.ORCID http://orcid.org/0000-0003-0394-101X
Asunción de Los RíosMuseo Nacional de Ciencias Naturales, Consejo Superior de Investigaciones Científicas, Madrid, Spain.ORCID http://orcid.org/0000-0002-0266-3516
Alexandra RodríguezMisión Biológica de Galicia, Consejo Superior de Investigaciones Científicas, Pontevedra, Spain.ORCID http://orcid.org/0000-0001-5849-8778
Borja Rodriguez LozanoCentre for Applied Ecology 'Prof. Baeta Neves' (CEABN-InBIO), School of Agriculture, University of Lisbon, Tapada da Ajuda, Lisbon, Portugal.ORCID http://orcid.org/0000-0001-6427-3778
Raul RomanSchool of Life Sciences, University of Nevada-Las Vegas, 4505 S. Maryland Pkwy., Las Vegas, USA.
Jan C RuppertPlant ecology group, University of Tübingen, Tübingen, Germany.ORCID http://orcid.org/0009-0000-8558-9894
Ayman SalahAl Quds University, Jerusalem, Palestine.
Jay SinghDepartment of Natural Resource Science, Thompson Rivers University, Kamloops, British Columbia, Canada.ORCID http://orcid.org/0000-0001-7358-9344
Heather L ThroopSchool of Earth and Space Exploration and the School of Life Sciences, Arizona State University, Tempe, AZ, USA.ORCID http://orcid.org/0000-0002-7963-4342
Samantha TraversSchool of Biological, Earth and Environmental Sciences, University of New South Wales, UNSW, Sydney, NSW, 2052, Australia.ORCID http://orcid.org/0000-0002-6252-1667
Tina Unuk NahbergerDepartment of Forest Physiology and Genetics, Slovenian Forestry Institute, Večna pot 2, Ljubljana, Slovenia.ORCID http://orcid.org/0000-0001-9808-1643
Munkhbat UuganbayarDepartment of Biology, National University of Mongolia, Ulaanbaatar, Mongolia.
Orsolya ValkóLendület Seed Ecology Research Group, Institute of Ecology and Botany, HUN-REN Centre for Ecological Research, 2-4 Alkotmány street, Vácrátót, Hungary.ORCID http://orcid.org/0000-0001-7919-6293
Lixin WangDepartment of Earth and Environmental Sciences, Indiana University Indianapolis, Indianapolis, USA.ORCID http://orcid.org/0000-0003-0968-1247
Mark A WilliamsDepartment of Plant, Soil, and Microbial Sciences, Michigan State University, East Lansing, USA.ORCID http://orcid.org/0000-0002-4766-9399
Chao XiongHawkesbury Institute for the Environment, Western Sydney University, Penrith, NSW, Australia.ORCID http://orcid.org/0000-0002-3023-0494
Jianming XuInstitute of Soil and Water Resources and Environmental Science, College of Environmental and Resource Sciences, Zhejiang University, Hangzhou, China.ORCID http://orcid.org/0000-0002-2954-9764
Eli ZaadyKatif Research & Development Center, P.O.Box 100, Netivot, Israel.ORCID http://orcid.org/0000-0002-3304-534X
Bin MaInstitute of Soil and Water Resources and Environmental Science, College of Environmental and Resource Sciences, Zhejiang University, Hangzhou, China. bma@zju.edu.cn.ORCID http://orcid.org/0000-0003-4807-4992
Brajesh K SinghSchool of Agriculture and Environment, UWA Institute of Agriculture, University of Western Australia, Crawley, Australia. brajesh.singh@uwa.edu.au.ORCID http://orcid.org/0000-0003-4413-4185
Manuel Delgado-BaquerizoLaboratorio de Biodiversidad y Funcionamiento Ecosistémico. Instituto de Recursos Naturales y Agrobiología de Sevilla (IRNAS), CSIC, Av. Reina Mercedes 10, Sevilla, Spain. m.delgado.baquerizo@csic.es.ORCID http://orcid.org/0000-0002-6499-576X

Funding

National Natural Science Foundation of China (National Science Foundation of China) 42577352
6 · The paper itself

Abstract

Microbes, as the planet's most abundant and diverse organisms, drive soil functions globally and are vulnerable to environmental stressors triggered by global change. Yet, knowledge regarding the impacts of multiple environmental stressors on their functional profiles as well as the consequences for soil functionality largely remains unknown. Here, we analyze two global-scale datasets including information on soil metagenomics and multiple environmental stressors. We find that across terrestrial ecosystems worldwide, up to 60% of all functional genes significantly shift when soil microbes experience the high-level of concurrent stressors. In this regard, the relative abundances of genes involved in microbial growth are negatively linked to the increasing number of stressors. Conversely, those genes linked to stress resistance and energy production exhibit positive responses. Taken together, our findings highlight a significant restructuring of global soil functional microbiomes in response to multiple environmental stressors. Consequently, such restructuring drives community-level shifts in matter and energy reallocations, thereby impacting the maintenance of soil functionality under the projected global change.

Indexed as

MicrobiotaSoil MicrobiologyStress, PhysiologicalBacteriaEcosystemMetagenomicsSoilSoil

Identifiers

PMID42156769
PMCPMC13627675

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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.