Evidence map›Paper›PMID 41588512›Full record

ArticleEnvironmental microbiome2026

Keystone bacterial taxa drive denitrification and N

Siyu Yu, Qiaoyu Wu, Yimin Ma, Saira Bano, Xiaojun Zhang

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Environmental microbiome, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

5 authors.

Siyu Yu *State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic and Developmental Sciences, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, 200240, China.
Qiaoyu Wu *State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic and Developmental Sciences, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, 200240, China.
Yimin MaState Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic and Developmental Sciences, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, 200240, China.
Saira BanoState Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic and Developmental Sciences, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, 200240, China.
Xiaojun ZhangState Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic and Developmental Sciences, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, 200240, China. xjzhang68@sjtu.edu.cn.

Funding

Key R&D project of the Ministry of Science and Technology (2017YFD0200102)National Natural Science Foundation of China 42577128 and 31971526
6 · The paper itself

Abstract

backgroundSoil denitrification mediated by microbial communities is a major source of nitrous oxide (N

resultsWe integrated microbial co-occurrence networks, metagenomics, and functional phenotyping to identify and characterize keystone bacterial taxa involved in denitrification across the two soil types. Structural equation modeling (SEM) and correlation analyses revealed strong associations between keystone taxa and denitrification rates and N

conclusionsOur findings demonstrate that soil-specific denitrification processes and N

Indexed as

DenitrificationKeystone taxaMicrobial co-occurrence networkNitrous oxide (N2O) emissionSoil

Identifiers

PMID41588512
PMCPMC12930808

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

None linked

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.