Evidence map›Paper›PMID 40878929›Full record

ArticleMicrobial biotechnology2025

Quantification and Determination of Compatible Bacterial Consortia.

Jair J Pineda-Pineda, Jesús Muñoz-Rojas, Yolanda E Morales-García, Esperanza Trenado-Sánchez, José M Sigarreta

Abstract read
In one paragraph

Article in Microbial biotechnology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Review
  2. 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.

Jair J Pineda-PinedaEcology and Survival of Microorganisms Research Group (ESMRG), Laboratorio de Ecología Molecular, Microbiana (LEMM), Centro de Investigaciones en Ciencias Microbiológicas (CICM), Instituto de Ciencias (IC), Benemérita Universidad Autónoma de Puebla (BUAP), Puebla, México.ORCID https://orcid.org/0000-0003-0589-2418
Jesús Muñoz-RojasEcology and Survival of Microorganisms Research Group (ESMRG), Laboratorio de Ecología Molecular, Microbiana (LEMM), Centro de Investigaciones en Ciencias Microbiológicas (CICM), Instituto de Ciencias (IC), Benemérita Universidad Autónoma de Puebla (BUAP), Puebla, México.ORCID https://orcid.org/0000-0002-1151-9778
Yolanda E Morales-GarcíaEcology and Survival of Microorganisms Research Group (ESMRG), Laboratorio de Ecología Molecular, Microbiana (LEMM), Centro de Investigaciones en Ciencias Microbiológicas (CICM), Instituto de Ciencias (IC), Benemérita Universidad Autónoma de Puebla (BUAP), Puebla, México.ORCID http://orcid.org/0000-0003-0376-034X
Esperanza Trenado-SánchezDepartamento de Ciencias Básicas, Tecnológico Nacional de México I. T. Querétaro, Querétaro, México.ORCID https://orcid.org/0000-0002-7837-5393
José M SigarretaFacultad de Matemáticas Acapulco, Universidad Autónoma de Guerrero, Acapulco, México.ORCID https://orcid.org/0000-0003-4352-5109

Funding

Internationalization of Research program at VIEP-BUAP VIEP-Muñoz-Rojas 100425788PRODEP-SEP 511-6/2019.-16017
6 · The paper itself

Abstract

The sustainable use of terrestrial ecosystems is crucial to ensure food security for future generations, and the formulation of plant growth-promoting bacterial consortia has proven useful not only in sustainable agriculture but also in applications such as phytopathogen biocontrol, bioremediation of contaminated soils and waters, biofertilization, organic waste degradation, and the production of industrially relevant enzymes. In this work, we developed a mathematical model to quantify and identify antagonism-free consortia based on double-agar-layer assays with 20 and 33 bacterial strains from independent studies. Simultaneously, we implemented a graph-based geometric model to analyse their topological properties and defined an index to quantify feasible consortia. The proposed methods were experimentally validated, identifying 36,851 and 376,126 subsets of compatible strains, for 20 and 33 strains, respectively. These subsets have the potential to promote plant growth and other biotechnological functions, thus providing a scalable tool for the management of agricultural resources, environmental restoration, and the design of sustainable biotechnological practices.

Indexed as

BacteriaMicrobial ConsortiaModels, TheoreticalPlant Developmentbacterial consortiacliquesgraph theoryPGPRtopological index

Identifiers

PMID40878929
PMCPMC12395353

What OpenQuestion holds

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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.