Evidence map›Paper›PMID 34754023›Full record

ArticleScientific reports2021

Dissecting fine-flavor cocoa bean fermentation through metabolomics analysis to break down the current metabolic paradigm.

Fabio Herrera-Rocha, Mónica P Cala, Jenny Lorena Aguirre Mejía, Claudia M Rodríguez-López, María José Chica, Héctor Hugo Olarte, Miguel Fernández-Niño, Andrés Fernando Gonzalez Barrios

Abstract read
In one paragraph

Article in Scientific reports, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers.

0numbers the graph read from it
0cells of the map it votes in
23citing 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

23 citing papers in PubMed.

  1. Off-Flavor Compounds in Fermented Cocoa: Impact of Overfermentation.Journal of agricultural and food chemistry · 2026
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  2. Review
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  6. Microbial chocolatiers of fine flavour.Nature microbiology · 2025
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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.

Fabio Herrera-Rocha *Grupo de Diseño de Productos Y Procesos (GDPP), Departamento de Ingeniería Química Y de Alimentos, Universidad de los Andes, 111711, Bogotá, Colombia.
Mónica P Cala *MetCore - Metabolomics Core Facility. Vice-Presidency for Research, Universidad de los Andes, Bogotá, Colombia.
Jenny Lorena Aguirre MejíaCasaLuker S.A., Bogotá, Colombia.
Claudia M Rodríguez-LópezCasaLuker S.A., Bogotá, Colombia.
María José ChicaCasaLuker S.A., Bogotá, Colombia.
Héctor Hugo OlarteCasaLuker S.A., Bogotá, Colombia.
Miguel Fernández-NiñoGrupo de Diseño de Productos Y Procesos (GDPP), Departamento de Ingeniería Química Y de Alimentos, Universidad de los Andes, 111711, Bogotá, Colombia. mfernand@ipb-halle.de.
Andrés Fernando Gonzalez BarriosGrupo de Diseño de Productos Y Procesos (GDPP), Departamento de Ingeniería Química Y de Alimentos, Universidad de los Andes, 111711, Bogotá, Colombia. andgonza@uniandes.edu.co.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Cocoa fermentation plays a crucial role in producing flavor and bioactive compounds of high demand for food and nutraceutical industries. Such fermentations are frequently described as a succession of three main groups of microorganisms (i.e., yeast, lactic acid, and acetic acid bacteria), each producing a relevant metabolite (i.e., ethanol, lactic acid, and acetic acid). Nevertheless, this view of fermentation overlooks two critical observations: the role of minor groups of microorganisms to produce valuable compounds and the influence of environmental factors (other than oxygen availability) on their biosynthesis. Dissecting the metabolome during spontaneous cocoa fermentation is a current challenge for the rational design of controlled fermentations. This study evaluates variations in the metabolic fingerprint during spontaneous fermentation of fine flavor cocoa through a multiplatform metabolomics approach. Our data suggested the presence of two phases of differential metabolic activity that correlate with the observed variations on temperature over fermentations: an exothermic and an isothermic phase. We observed a continuous increase in temperature from day 0 to day 4 of fermentation and a significant variation in flavonoids and peptides between phases. While the second phase, from day four on, was characterized for lower metabolic activity, concomitant with small upward and downward fluctuations in temperature. Our work is the first to reveal two phases of metabolic activity concomitant with two temperature phases during spontaneous cocoa fermentation. Here, we proposed a new paradigm of cocoa fermentation that considers the changes in the global metabolic activity over fermentation, thus changing the current paradigm based only on three main groups of microorganism and their primary metabolic products.

Identifiers

PMID34754023
PMCPMC8578666

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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.