Evidence map›Paper›PMID 41190207›Full record

ArticleFrontiers in plant science2025

Integrated metagenomic and soil chemical analyses revealed shifts of microbial nutrient cycling with poplar plantation age.

Yimin You, Xiaoting Liu, Liran Wang, Muhammad Khalid, Xuelai Wang, Luping Jiang, Fusen Wang, Zhongyi Pang, Yanhui Peng, Xiyang Zhao

Abstract read
In one paragraph

Article in Frontiers in plant science, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

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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

10 authors.

Yimin You *Jilin Provincial Key Laboratory of Tree and Grass Genetics and Breeding, College of Forestry and Grassland Science, Jilin Agricultural University, Changchun, China.
Xiaoting Liu *National Key Laboratory of Forest Genetics and Breeding, Northeast Forestry University, Harbin, China.
Liran WangJilin Provincial Key Laboratory of Tree and Grass Genetics and Breeding, College of Forestry and Grassland Science, Jilin Agricultural University, Changchun, China.
Muhammad KhalidDepartment of Biology, College of Science, Mathematics and Technology, Wenzhou-Kean University, Wenzhou, China.
Xuelai WangNational Key Laboratory of Forest Genetics and Breeding, Northeast Forestry University, Harbin, China.
Luping JiangJilin Provincial Key Laboratory of Tree and Grass Genetics and Breeding, College of Forestry and Grassland Science, Jilin Agricultural University, Changchun, China.
Fusen WangQiqihar Branch, Heilongjiang Academy of Forestry Sciences, Heilongjiang, Qiqihar, China.
Zhongyi PangForest Farm, State-owned Xinmin Mechanical Forest Farm, Xinmin, China.
Yanhui PengForest Farm, State-owned Xinmin Mechanical Forest Farm, Xinmin, China.
Xiyang ZhaoJilin Provincial Key Laboratory of Tree and Grass Genetics and Breeding, College of Forestry and Grassland Science, Jilin Agricultural University, Changchun, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Poplar (Populus spp.) is widely recognized as an ideal model system for studying plant-microbial interactions due to its rapid growth, genetic tractability, and ecological importance in afforestation programs. Leveraging these advantages, we investigated how poplar cultivation reshapes soil microbial communities and their nutrient cycling functions. Although plant roots are known to profoundly influence microbial community structure and functionality, comprehensive studies systematically linking poplar-induced microbiome shifts to nutrient cycling remain limited. Methods: Here, we employed an integrative approach combining metagenomic sequencing with soil nutrient analyses to assess poplar-induced changes in microbial community and metabolic activities at the root-soil interface. Results: Our analyses revealed three major findings: (1) poplar cultivation significantly altered the composition of microbial communities-including bacteria, fungi, and archaea-and reduced the complexity of microbial interaction networks, as revealed by co-occurrence analysis; (2) poplar cultivation enhanced microbial genetic potential related to degradation pathways for starch, lignin, and aromatic compounds, as well as carbon (C) fixation, while suppressing cellulose/hemicellulose decomposition; and (3) soil nutrient cycling processes involving nitrogen (N), phosphorus (P), and sulfur (S) were reprogrammed through changes in both gene abundance (e.g., nifH, pqqC, aprA) and nutrient availability (e.g., NO3-, P). Moreover, specific microbial taxa showed strong correlations with these functional shifts, i.e., Bacteroidota correlated with P metabolism in roots/soil, Actinobacteria and Firmicutes with organic C turnover, and Gemmatimonadetes and Nitrospirae with nitrate cycling dynamics. Discussion: By integrating poplar's roles as both a model species and a driver of ecological change, this study elucidates how afforestation shapes soil ecosystems through complex plant-microbe-environment interactions. These findings provide critical insights for sustainable land management strategies.

Indexed as

co-occurrence networkmicrobiomenutrient cyclingplant-microbial interactionsrhizosphere

Identifiers

PMID41190207
PMCPMC12580573

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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.