Evidence map›Paper›PMID 41805951›Full record

ArticleMicrobial ecology2026

Metagenomic Insights into the Microbial Composition and Functional Potential of Cocoa (Theobroma Cacao L.) During Fermentation and Drying in Colombia.

Daniel López-Puentes, Zaida Zarely Ojeda-Pérez, Diana Marcela Arias-Moreno

Abstract read
In one paragraph

Article in Microbial ecology, 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

3 authors.

Daniel López-PuentesGrupo de Investigación (BIOPLASMA), Facultad de Ciencias Básicas. Escuela de Ciencias Biológicas, Universidad Pedagógica y Tecnológica de Colombia - UPTC, Tunja, Boyacá, Colombia. daniel.lopez07@uptc.edu.co.ORCID http://orcid.org/0009-0003-0225-1057
Zaida Zarely Ojeda-PérezGrupo de Investigación (BIOPLASMA), Facultad de Ciencias Básicas. Escuela de Ciencias Biológicas, Universidad Pedagógica y Tecnológica de Colombia - UPTC, Tunja, Boyacá, Colombia.ORCID https://orcid.org/0000-0003-1630-6699
Diana Marcela Arias-MorenoGrupo de Investigación (BIOPLASMA), Facultad de Ciencias Básicas. Escuela de Ciencias Biológicas, Universidad Pedagógica y Tecnológica de Colombia - UPTC, Tunja, Boyacá, Colombia. dmariasm@ut.edu.co.ORCID http://orcid.org/0000-0001-6171-0549

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Shotgun metagenomics is an approach increasingly applied to investigate microbial succession and functional potential in complex fermented food systems, including cocoa bean fermentation. In this study, we used Illumina-based shotgun metagenomic sequencing to characterize microbial community dynamics and metabolic potential across two post-harvest cocoa processing routes (R1 and R2) in Boyacá, Colombia, encompassing both fermentation and drying stages. Cocoa beans were sampled at defined time points during fermentation and subsequent natural drying, and non-host metagenomic reads were subjected to taxonomic classification and functional annotation to assess fungi, bacteria, and viruses. A clear multi-ecological succession was observed throughout post-harvest processing. Fungal communities shifted from a yeast-dominated profile, mainly Saccharomyces and Pichia during fermentation, to the emergence of the filamentous fungus Aspergillus during drying. Bacterial populations transitioned from diverse Enterobacteriaceae in early fermentation to a near-complete dominance of Acetobacter, which persisted throughout the drying phase. Viral communities also displayed structured successional patterns, with Lambdavirus and Punavirus prevalent in early fermentation, followed by Spbetavirus, Lafunavirus, and Pemunavirus during later stages and drying. Functional analyses revealed high metabolic potential for carbohydrate, energy, and amino acid metabolism during early fermentation, followed by a marked reduction in later stages, indicating a metabolic slowdown. Core metabolic functions were retained during drying at substantially lower activity levels. This integrated metagenomic analysis links microbial structure to functional potential and provides a scientific basis for optimizing starter cultures and post-harvest processing strategies to enhance cocoa quality and safety.

Indexed as

BacteriaCacaoFungiMetagenomeMicrobiotaColombiaDesiccationFermentationFood MicrobiologyFood, ProcessedMetagenomicsVirusesCocoaCompositionDryingFermentationMetagenomicsPathway

Identifiers

PMID41805951
PMCPMC13013213

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.