Evidence map›Paper›PMID 38514787›Full record

ArticleNature plants2024

Heritable microbiome variation is correlated with source environment in locally adapted maize varieties.

Xiaoming He, Danning Wang, Yong Jiang, Meng Li, Manuel Delgado-Baquerizo, Chloee McLaughlin, Caroline Marcon, Li Guo, Marcel Baer, Yudelsy A T Moya and 17 more

Open access · greenAbstract read
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In one paragraph

Article in Nature plants, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 62 papers.

0numbers the graph read from it
0cells of the map it votes in
62citing papers in PubMed
61.2field-weighted citation impact, top 1% of its field
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

62 citing papers in PubMed, 100 citations in OpenAlex.

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2 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

27 authors at 10 institutions in 6 countries.

Xiaoming He *College of Resources and Environment, and Academy of Agricultural Sciences, Southwest University (SWU), Chongqing, People's Republic of China.
Danning Wang *Emmy Noether Group Root Functional Biology, Institute of Crop Science and Resource Conservation (INRES), University of Bonn, Bonn, Germany.ORCID 0000-0001-8395-1941
Yong Jiang *Department of Breeding Research, Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Gatersleben, Germany.ORCID 0000-0002-2824-677X
Meng Li *Department of Plant Science, Pennsylvania State University, State College, PA, USA.ORCID 0000-0002-6411-3085
Manuel Delgado-Baquerizo *Laboratorio de Biodiversidad y Funcionamiento Ecosistémico, Instituto de Recursos Naturales y Agrobiología de Sevilla (IRNAS), CSIC, Sevilla, Spain.ORCID 0000-0002-6499-576X
Chloee McLaughlinDepartment of Plant Science, Pennsylvania State University, State College, PA, USA.ORCID 0000-0002-6345-6764
Caroline MarconCrop Functional Genomics, Institute of Crop Science and Resource Conservation (INRES), University of Bonn, Bonn, Germany.
Li GuoCrop Functional Genomics, Institute of Crop Science and Resource Conservation (INRES), University of Bonn, Bonn, Germany.
Marcel BaerCrop Functional Genomics, Institute of Crop Science and Resource Conservation (INRES), University of Bonn, Bonn, Germany.
Yudelsy A T MoyaDepartment of Physiology and Cell Biology, Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Gatersleben, Germany.ORCID 0000-0002-7511-0779
Nicolaus von WirénDepartment of Physiology and Cell Biology, Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Gatersleben, Germany.ORCID 0000-0002-4966-425X
Marion DeichmannPlant Nutrition, Institute of Crop Science and Resource Conservation (INRES), University of Bonn, Bonn, Germany.ORCID 0000-0003-1691-6673
Gabriel SchaafPlant Nutrition, Institute of Crop Science and Resource Conservation (INRES), University of Bonn, Bonn, Germany.ORCID 0000-0001-9022-4515
Hans-Peter PiephoBiostatistics Unit, University of Hohenheim, Stuttgart, Germany.
Zhikai YangDepartment of Agronomy and Horticulture, University of Nebraska-Lincoln, Lincoln, NE, USA.ORCID 0000-0002-8372-704X
Jinliang YangDepartment of Agronomy and Horticulture, University of Nebraska-Lincoln, Lincoln, NE, USA.ORCID 0000-0002-0999-3518
Bunlong YimInstitute for Epidemiology and Pathogen Diagnostics, Julius Kühn-Institut - Federal Research Centre for Cultivated Plants (JKI), Braunschweig, Germany.
Kornelia SmallaInstitute for Epidemiology and Pathogen Diagnostics, Julius Kühn-Institut - Federal Research Centre for Cultivated Plants (JKI), Braunschweig, Germany.
Sofie GoormachtigDepartment of Plant Biotechnology and Bioinformatics, Ghent University, Ghent, Belgium.
Franciska T de VriesInstitute for Biodiversity and Ecosystem Dynamics, University of Amsterdam, Amsterdam, Netherlands.ORCID 0000-0002-6822-8883
Hubert HügingCrop Science Group, Institute of Crop Science and Resource Conservation (INRES), University of Bonn, Bonn, Germany.
Mareike BaerInstitute of Nutrition and Food Sciences, Department of Food Microbiology and Hygiene, University of Bonn, Bonn, Germany.
Ruairidh J H SawersDepartment of Plant Science, Pennsylvania State University, State College, PA, USA. rjs6686@psu.edu.ORCID 0000-0002-8945-3078
Jochen C ReifDepartment of Breeding Research, Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Gatersleben, Germany. reif@ipk-gatersleben.de.ORCID 0000-0002-6742-265X
Frank HochholdingerCrop Functional Genomics, Institute of Crop Science and Resource Conservation (INRES), University of Bonn, Bonn, Germany. hochholdinger@uni-bonn.de.ORCID 0000-0002-5155-0884
Xinping ChenCollege of Resources and Environment, and Academy of Agricultural Sciences, Southwest University (SWU), Chongqing, People's Republic of China. chenxp2017@swu.edu.cn.ORCID 0000-0002-6245-0133
Peng YuEmmy Noether Group Root Functional Biology, Institute of Crop Science and Resource Conservation (INRES), University of Bonn, Bonn, Germany. yupeng@uni-bonn.de.ORCID 0000-0003-1670-8428
University of Bonn · DELeibniz-Institut für Pflanzengenetik und Kulturpflanzenforschung (IPK) · DEPennsylvania State University · USJulius Kühn-Institut · DEUniversity of Nebraska–Lincoln · USGhent University · BEInstituto de Recursos Naturales y Agrobiología de Sevilla · ESSouthwest University · CNUniversity of Amsterdam · NLUniversity of Hohenheim · DE

Funding

USDA PEN04734
6 · The paper itself

Abstract

Beneficial interactions with microorganisms are pivotal for crop performance and resilience. However, it remains unclear how heritable the microbiome is with respect to the host plant genotype and to what extent host genetic mechanisms can modulate plant-microbiota interactions in the face of environmental stresses. Here we surveyed 3,168 root and rhizosphere microbiome samples from 129 accessions of locally adapted Zea, sourced from diverse habitats and grown under control and different stress conditions. We quantified stress treatment and host genotype effects on the microbiome. Plant genotype and source environment were predictive of microbiome abundance. Genome-wide association analysis identified host genetic variants linked to both rhizosphere microbiome abundance and source environment. We identified transposon insertions in a candidate gene linked to both the abundance of a keystone bacterium Massilia in our controlled experiments and total soil nitrogen in the source environment. Isolation and controlled inoculation of Massilia alone can contribute to root development, whole-plant biomass production and adaptation to low nitrogen availability. We conclude that locally adapted maize varieties exert patterns of genetic control on their root and rhizosphere microbiomes that follow variation in their home environments, consistent with a role in tolerance to prevailing stress.

Indexed as

MicrobiotaPlant RootsRhizosphereZea maysAdaptation, PhysiologicalGenetic VariationGenome-Wide Association StudyGenotypeSoil Microbiology

Identifiers

PMID38514787
OpenAlexW4393043603

What OpenQuestion holds

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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.