Evidence map›Paper›PMID 39030648›Full record

ArticleEnvironmental microbiome2024

Diverse bacterial consortia: key drivers of rhizosoil fertility modulating microbiome functions, plant physiology, nutrition, and soybean grain yield.

Luiz Gustavo Moretti, Carlos Alexandre Costa Crusciol, Marcio Fernandes Alves Leite, Letusa Momesso, João William Bossolani, Ohana Yonara Assis Costa, Mariangela Hungria, Eiko Eurya Kuramae

Abstract read
In one paragraph

Article in Environmental microbiome, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.

0numbers the graph read from it
0cells of the map it votes in
20citing 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

20 citing papers in PubMed.

  1. Review
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  15. The potential of Paraburkholderia species to enhance crop growth.World journal of microbiology & biotechnology · 2025
    Review
  16. Article
  17. Article
  18. Article
  19. Article
  20. Co-inoculation ofFrontiers in plant science · 2025
    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

8 authors.

Luiz Gustavo MorettiCollege of Agricultural Sciences, Department of Crop Science, São Paulo State University (UNESP), Botucatu, São Paulo, 18610-034, Brazil.
Carlos Alexandre Costa CrusciolCollege of Agricultural Sciences, Department of Crop Science, São Paulo State University (UNESP), Botucatu, São Paulo, 18610-034, Brazil.
Marcio Fernandes Alves LeiteDepartment of Microbial Ecology, Netherlands Institute of Ecology (NIOO-KNAW), Wageningen, 6708 PB, The Netherlands.
Letusa MomessoSchool of Agriculture, Federal University of Goiás (UFG), 74690-900, Goiânia, Goiás, Brazil.
João William BossolaniCollege of Agricultural Sciences, Department of Crop Science, São Paulo State University (UNESP), Botucatu, São Paulo, 18610-034, Brazil.
Ohana Yonara Assis CostaDepartment of Microbial Ecology, Netherlands Institute of Ecology (NIOO-KNAW), Wageningen, 6708 PB, The Netherlands.
Mariangela HungriaEmbrapa Soybean, Carlos João Strass Highway, Post Office Box 231, Londrina, Paraná, 86001-970, Brazil.
Eiko Eurya KuramaeDepartment of Microbial Ecology, Netherlands Institute of Ecology (NIOO-KNAW), Wageningen, 6708 PB, The Netherlands. e.kuramae@nioo.knaw.nl.

Funding

Conselho Nacional de Desenvolvimento Científico e Tecnológico 151120/2020-0Fundação de Amparo à Pesquisa do Estado de São Paulo 2016/23699-8; 2018/14892-4
6 · The paper itself

Abstract

Soybean cultivation in tropical regions relies on symbioses with nitrogen-fixing Bradyrhizobium and plant growth-promoting bacteria (PGPBs), reducing environmental impacts of N fertilizers and pesticides. We evaluate the effects of soybean inoculation with different bacterial consortia combined with PGPBs or microbial secondary metabolites (MSMs) on rhizosoil chemistry, plant physiology, plant nutrition, grain yield, and rhizosphere microbial functions under field conditions over three growing seasons with four treatments: standard inoculation of Bradyrhizobium japonicum and Bradyrhizobium diazoefficiens consortium (SI); SI plus foliar spraying with Bacillus subtilis (SI + Bs); SI plus foliar spraying with Azospirillum brasilense (SI + Az); and SI plus seed application of MSMs enriched in lipo-chitooligosaccharides extracted from B. diazoefficiens and Rhizobium tropici (SI + MSM). Rhizosphere microbial composition, diversity, and function was assessed by metagenomics. The relationships between rhizosoil chemistry, plant nutrition, grain yield, and the abundance of microbial taxa and functions were determined by generalized joint attribute modeling. The bacterial consortia had the most significant impact on rhizosphere soil fertility, which in turn affected the bacterial community, plant physiology, nutrient availability, and production. Cluster analysis identified microbial groups and functions correlated with shifts in rhizosoil chemistry and plant nutrition. Bacterial consortia positively modulated specific genera and functional pathways involved in biosynthesis of plant secondary metabolites, amino acids, lipopolysaccharides, photosynthesis, bacterial secretion systems, and sulfur metabolism. The effects of the bacterial consortia on the soybean holobiont, particularly the rhizomicrobiome and rhizosoil fertility, highlight the importance of selecting appropriate consortia for desired outcomes. These findings have implications for microbial-based agricultural practices that enhance crop productivity, quality, and sustainability.

Indexed as

Bacterial consortiumGlycine maxPlant growth-promoting bacteriaRhizomicrobial ecologyShotgun metagenomics

Identifiers

PMID39030648
PMCPMC11264919

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.