Evidence map›Paper›PMID 42536199›Full record

ArticleAntonie van Leeuwenhoek2026

Cover trees associations shape bacterial diversity in coffee production systems.

Marco Chávez-Tinoco, Carolina Senés-Guerrero, Marycarmen Verduzco Garibay, Rogelio Carrillo-González, Ma Del Carmen Angeles González-Chávez

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Article in Antonie van Leeuwenhoek, 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

5 authors.

Marco Chávez-TinocoColegio de Postgraduados, Campus Montecillo, Posgrado de Edafología, Km 36.5 Carretera Mex-Tex., 56264, Texcoco, Estado de México, México.
Carolina Senés-GuerreroTecnologico de Monterrey, Escuela de Ingenieria y Ciencias, Laboratorio de Sostenibilidad y Cambio Climatico, Ave. General Ramón Corona 2514, Zapopan, 45138, Nuevo México, CP Jalisco, México. carolina.senes@tec.mx.ORCID http://orcid.org/0000-0002-3089-6501
Marycarmen Verduzco GaribayTecnologico de Monterrey, Escuela de Ingenieria y Ciencias, Laboratorio de Sostenibilidad y Cambio Climatico, Ave. General Ramón Corona 2514, Zapopan, 45138, Nuevo México, CP Jalisco, México.
Rogelio Carrillo-GonzálezColegio de Postgraduados, Campus Montecillo, Posgrado de Edafología, Km 36.5 Carretera Mex-Tex., 56264, Texcoco, Estado de México, México.
Ma Del Carmen Angeles González-ChávezColegio de Postgraduados, Campus Montecillo, Posgrado de Edafología, Km 36.5 Carretera Mex-Tex., 56264, Texcoco, Estado de México, México. carmeng@colpos.mx.ORCID https://orcid.org/0000-0002-3193-897X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Traditional coffee agroforestry systems often involve shade trees, which play a crucial role in maintaining soil fertility and biodiversity. In contrast, monoculture systems negatively influence soil chemistry, microbial diversity, and overall soil health over time. Although the use of cover trees such as mango (Mangifera indica L.) and banana (Musa paradisiaca, var. Cavendish.) has been shown to have beneficial effects on the soil chemical properties, little is known about their influence on microbial communities associated with coffee production systems. The main objective of this study was to identify the bacteria inhabiting roots and soil of three coffee management systems via partial 16S rRNA sequencing, and to assess how coffee-shade tree associations, with different soil and plant parameters, influence the bacterial ecosystem. Results revealed that the association between coffee and shade trees increased alpha diversity, with the highest diversity found in the agroforestry systems. The dominant bacterial genera found in most of the samples, i.e., Kribbella, Nonomuraea, Nitrospira, Sphingobium and Neobacillus were strongly correlated with key soil chemical properties, including nitrogen content, organic matter, and available phosphorus. These correlations suggest that tree cover strategies exert beneficial effects on the bacterial microbiome. Moreover, the overall bacterial community structure was different when comparing coffee monoculture system and shade-associated systems. Our findings highlight that traditional coffee agroforestry practices involving shade trees foster more diverse bacterial communities, thereby contributing to healthier soils and more sustainable coffee production.

Indexed as

BacteriaCoffeeMangiferaMusaSoil MicrobiologyTreesAgricultureBiodiversityCoffeaDNA, BacterialMicrobiotaPhylogenyPlant RootsRNA, Ribosomal, 16SSoilCoffeeDNA, BacterialRNA, Ribosomal, 16SSoilBacteria community structureCoffee agroforestryDiversityEnvironmental correlationsShade treesSustainable agriculture

Identifiers

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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.