Evidence map›Paper›PMID 41634153›Full record

ArticleNature plants2026

Large-scale multi-omics unveils host-microbiome interactions driving root development and nitrogen acquisition.

Nannan Li, Guoliang Li, Xiaofang Huang, Lige Ma, Danning Wang, Yu Luo, Xulv Cao, Yantao Zhu, Jianxin Mu, Ran An and 17 more

Abstract read
In one paragraph

Article in Nature plants, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing 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

13 citing papers in PubMed.

  1. Drought Stress Mediated Changes in Food Crops: Mechanisms and Remediation Strategies.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
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  5. Unraveling the complexity of the oilseed rape genome: from sequencing to gene discovery for trait improvement.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2026
    Review
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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

27 authors.

Nannan Li *College of Resources and Environment, and Academy of Agricultural Sciences, Southwest University, Chongqing, China. linannan2013@swu.edu.cn.ORCID 0000-0001-6592-7622
Guoliang Li *Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Seeland, Germany.ORCID 0000-0002-1190-9725
Xiaofang Huang *Emmy Noether Group Root Functional Biology, Institute of Crop Science and Resource Conservation (INRES), University of Bonn, Bonn, Germany.ORCID 0009-0005-2260-7238
Lige Ma *College of Resources and Environment, and Academy of Agricultural Sciences, Southwest University, Chongqing, China.
Danning Wang *Plant Breeding, TUM School of Life Sciences, Technical University of Munich, Freising, Germany.
Yu Luo *College of Resources and Environment, and Academy of Agricultural Sciences, Southwest University, Chongqing, China.
Xulv CaoCollege of Resources and Environment, and Academy of Agricultural Sciences, Southwest University, Chongqing, China.
Yantao ZhuHybrid Rapeseed Research Center of Shaanxi Province, Yangling, People's Republic of China.
Jianxin MuHybrid Rapeseed Research Center of Shaanxi Province, Yangling, People's Republic of China.
Ran AnHybrid Rapeseed Research Center of Shaanxi Province, Yangling, People's Republic of China.
Jianhua ZhaoHybrid Rapeseed Research Center of Shaanxi Province, Yangling, People's Republic of China.
Yongfeng WangCollege of Agriculture, State Key Laboratory of Crop Stress Adaptation and Improvement, Henan University, Kaifeng, People's Republic of China.
Cuiling YangCollege of Agriculture, State Key Laboratory of Crop Stress Adaptation and Improvement, Henan University, Kaifeng, People's Republic of China.
Hao ChenCollege of Agriculture, State Key Laboratory of Crop Stress Adaptation and Improvement, Henan University, Kaifeng, People's Republic of China.
Ying XuInstitute of Crop Science, Zhejiang University, Hangzhou, People's Republic of China.
Lixi JiangInstitute of Crop Science, Zhejiang University, Hangzhou, People's Republic of China.ORCID 0000-0002-8579-0763
Meng LuoShanghai Majorbio Research Institute, Shanghai, People's Republic of China.
Xiaodan LiShanghai Majorbio Research Institute, Shanghai, People's Republic of China.
Yachen DongShanghai Majorbio Research Institute, Shanghai, People's Republic of China.
Xinping ChenCollege of Resources and Environment, and Academy of Agricultural Sciences, Southwest University, Chongqing, China.ORCID 0000-0002-6245-0133
Frank HochholdingerCrop Functional Genomics, Institute of Crop Science and Resource Conservation (INRES), University of Bonn, Bonn, Germany.
Yong JiangLeibniz Institute of Plant Genetics and Crop Plant Research (IPK), Seeland, Germany.ORCID 0000-0002-2824-677X
Jochen C ReifLeibniz Institute of Plant Genetics and Crop Plant Research (IPK), Seeland, Germany.ORCID 0000-0002-6742-265X
Daojie WangCollege of Agriculture, State Key Laboratory of Crop Stress Adaptation and Improvement, Henan University, Kaifeng, People's Republic of China. wangdj@henu.edu.cn.ORCID 0000-0002-8696-1464
Yanfeng ZhangHybrid Rapeseed Research Center of Shaanxi Province, Yangling, People's Republic of China. zhangyfcl@163.com.ORCID 0009-0006-4259-7249
Yang BaiPeking-Tsinghua Center for Life Sciences, State Key Laboratory of Gene Function and Modulation Research, Peking-Tsinghua-NIBS Graduate Program, College of Life Sciences, Peking University, Beijing, People's Republic of China. ybai@pku.edu.cn.ORCID 0000-0003-2652-7022
Peng YuEmmy Noether Group Root Functional Biology, Institute of Crop Science and Resource Conservation (INRES), University of Bonn, Bonn, Germany. pengyu.yu@tum.de.ORCID 0000-0003-1670-8428

Funding

Deutsche Forschungsgemeinschaft (German Research Foundation) 444755415National Science Foundation of China | Key Programme 2022YFD1900705
6 · The paper itself

Abstract

The rhizosphere microbiome plays a crucial role in determining plant performance and fitness. Nevertheless, regulatory mechanisms linking host genetic variation, root gene regulation and microbiome assembly-and their collective influence on plant nutritional traits-remain poorly understood. Here we generated and integrated 1,341 paired datasets, including root transcriptomes, rhizosphere bacterial 16S rRNA profiles and root ionomes, across 175 resequenced Brassica napus ecotypes grown at two contrasting field sites. We identified 203 highly heritable bacterial amplicon sequence variants (ASVs), many of which were significantly associated with root nitrogen (N) levels. Host transcriptome-wide gene expression and these microbial features together explained up to 45% of natural variation in N uptake while genome-wide association analyses revealed host loci regulating ASV abundance, many of which were under the control of eQTL hotspots linked to carbon and N metabolism. Isolate-level inoculation, whole-genome sequencing, metabolite profiling and confocal imaging demonstrated that the dominant, genetically regulated bacterial genus Sphingopyxis modulates auxin biosynthesis and promotes lateral root development to enhance N acquisition under stress. This study therefore identifies Sphingopyxis as a functionally relevant taxon with potential for microbiome-assisted breeding of nutrient-efficient crops.

Indexed as

Brassica napusHost Microbial InteractionsMicrobiotaNitrogenPlant RootsGenome-Wide Association StudyMultiomicsRhizosphereRNA, Ribosomal, 16STranscriptomeNitrogenRNA, Ribosomal, 16S

Identifiers

PMID41634153
PMCPMC12929062

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LicenceCC BY
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Registered trials

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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.