Evidence map›Paper›PMID 41922662›Full record

ArticleCrop health2026

Toward microbiome-assisted remediation: Vanadium-titanium magnetite mining reshapes cropland soil chemistry and rhizosphere microbiomes.

Bingliang Liu, Xiao Huang, Cheng Chang, Xin Wan, Mingrong Liu, Rui Li, Jun Li, Qiang Li, Yang Tao

Abstract read
In one paragraph

Article in Crop health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

9 authors.

Bingliang Liu *College of Food and Biological Engineering, Chengdu University, Chengdu, China. liubingliang@cdu.edu.cn.ORCID http://orcid.org/0009-0001-1926-6496
Xiao Huang *College of Food and Biological Engineering, Chengdu University, Chengdu, China.
Cheng ChangCollege of Food and Biological Engineering, Chengdu University, Chengdu, China.
Xin WanCollege of Food and Biological Engineering, Chengdu University, Chengdu, China.
Mingrong LiuCollege of Food and Biological Engineering, Chengdu University, Chengdu, China.
Rui LiCollege of Food and Biological Engineering, Chengdu University, Chengdu, China.
Jun LiSchool of Vanadium and Titanium, Panzhihua University, Panzhihua, China.
Qiang LiCollege of Food and Biological Engineering, Chengdu University, Chengdu, China.
Yang TaoCollege of Food and Biological Engineering, Chengdu University, Chengdu, China. taoyang@cdu.edu.cn.ORCID http://orcid.org/0000-0002-0961-9542

Funding

Natural Science Foundation of Sichuan Province 2024NSFSC1202Open Projects of the Sichuan Provincial Key Laboratory for Critical Strategic Materials of Vanadium and Titanium 25FTZLCL0012Open Projects of the Sichuan Provincial University Key Laboratory for Solar Energy Technology Integration and Application Promotion TYNSYS-2023-Z-03the start-up funds provided by Chengdu University Z3785
6 · The paper itself

Abstract

Vanadium-titanium magnetite (VTM) mining can modify cropland soils and root-associated microbiomes with implications for crop health. However, how crop rhizosphere microbiomes reorganize under VTM-derived stress-particularly when bacteria and fungi are considered together-remains poorly understood. In the Hongge district (Panzhihua, China), we sampled bulk soils and rhizospheres of lettuce, rapeseed, and pea from croplands within the VTM mining influence zone (mining-impacted fields) and paired croplands outside the zone (reference fields). We measured soil chemistry and profiled bacterial and fungal communities using 16S rRNA and ITS amplicon sequencing, respectively. Mining-impacted soils generally showed a VTM geochemical imprint, neutral-alkaline pH, and reduced plant-available P and K. Bray-Curtis-based ordinations indicated a clear separation between mining-impacted and reference rhizospheres, and taxonomic profiles suggested host-dependent reassembly of both bacterial and fungal communities. Putative functional profiling suggested a shift toward stress-accommodation processes, and fungal guild assignments tended to tilt toward saprotrophic/endophytic categories. Mantel analyses identified pH as one of the strongest correlates of community turnover, whereas structural equation modeling was consistent with nutrient availability (available N/P/K composite) explaining a substantial portion of the VTM effect; the composite total-metal-load axis (Fe/V/Ti/Zn) showed limited explanatory power, especially for fungi. Together, these field-based, two-kingdom signals link VTM-altered soil chemistry to rhizosphere restructuring in edible crops and provide actionable indicators for crop health management.

Indexed as

Crop healthHeavy-metal stressMicrobiome-assisted remediationRhizosphere microbiomeVTM mining

Identifiers

PMID41922662
PMCPMC13043986

What OpenQuestion holds

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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.