Evidence map›Paper›PMID 41875087›Full record

ArticlePloS one2026

Integrating natural gradients and controlled assays to reveal bacterial responses to cadmium in Theobroma cacao L., soils.

Claudia Jaramillo-Mazo, Daniel Bravo, Diego Fernando Villanueva-Mejía, Javier Correa-Alvarez

Abstract read
In one paragraph

Article in PloS one, 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

4 authors.

Claudia Jaramillo-MazoResearch Group in Biosciences and Biotechnology (TechLife), School of Applied Sciences and Engineering, EAFIT University, Medellín, Colombia.ORCID https://orcid.org/0000-0002-7026-6432
Daniel BravoLaboratory of Soil Microbiology & Calorimetry. C.I. Tibaitatá. Corporación Colombiana de Investigación Agropecuaria AGROSAVIA, Mosquera, Colombia.ORCID https://orcid.org/0000-0003-3155-9707
Diego Fernando Villanueva-MejíaResearch Group in Biosciences and Biotechnology (TechLife), School of Applied Sciences and Engineering, EAFIT University, Medellín, Colombia.ORCID https://orcid.org/0000-0002-3837-5006
Javier Correa-AlvarezResearch Group in Biosciences and Biotechnology (TechLife), School of Applied Sciences and Engineering, EAFIT University, Medellín, Colombia.ORCID https://orcid.org/0000-0001-9009-823X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Cadmium (Cd), a toxic heavy metal found in agricultural landscapes worldwide, has been pointed out in cropped soils with Theobroma cacao L., as one of the main contaminants that translocate into plant tissues. Among the factors linked to cadmium translocation into plants, the role of soil bacterial communities in chemical transformation in soils has been poorly investigated. Overall, soil bacterial communities are shaped by diverse environmental and anthropogenic factors that influence crop yield and health. Cadmium alters soil microbial communities and increases the risk to human health through plant uptake. Although the impacts of cadmium on soil bacteria have been studied in other crops, there is limited information on cacao. Thus, this study aimed to assess the responses of soil bacterial communities in cacao farms to cadmium exposure, both natural and spiked. A total of 225 rhizosphere soil samples were collected from 16 plots across five cacao farms in two Colombian departments. The complementary approaches used were: (i) 16S rDNA amplicon sequencing to assess the composition of the bacterial community in soils with natural Cd concentrations, and (ii) isothermal microcalorimetry (IMC) to measure the temporal metabolic responses of bacteria to Cd in closed systems for 80 hours at 25 °C. The findings suggest that nearly 28% of the bacterial community responds to high cadmium concentrations in soils, both in natural and experimental conditions. Field-based observations revealed that Cd-responsive taxa detected under natural soil conditions included several unculturable bacterial groups, whereas laboratory experiments with Cd spiking predominantly selected for previously characterized cadmium-tolerant bacteria (CdtB). Significant variation in natural Cd-bacterial community composition and Cd-related metabolic activity was observed across the farms. Moreover, Cd-responsive bacterial taxa exhibited increased abundance during Cd spikes. As expected, contrasting patterns were revealed by the activity-response measured by IMC and taxonomic analyses of 16S rRNA gene sequences.

Indexed as

BacteriaCacaoCadmiumSoilSoil MicrobiologySoil PollutantsRhizosphereRNA, Ribosomal, 16SCadmiumRNA, Ribosomal, 16SSoilSoil Pollutants

Identifiers

PMID41875087
PMCPMC13012491

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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.