Evidence map›Paper›PMID 37175215›Full record

ArticleMolecules (Basel, Switzerland)2023

Link between Flavor Perception and Volatile Compound Composition of Dark Chocolates Derived from Trinitario Cocoa Beans from Dominican Republic.

Santiago Guzmán Penella, Renaud Boulanger, Isabelle Maraval, Gabi Kopp, Marcello Corno, Bénédicte Fontez, Angélique Fontana

Open access · goldAbstract read
In one paragraph

Article in Molecules (Basel, Switzerland), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
3.4field-weighted citation impact, top 8% of its field
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

3 citing papers in PubMed, 17 citations in OpenAlex.

  1. Article
  2. Article
  3. 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

7 authors at 2 institutions in 1 country.

Santiago Guzmán PenellaCIRAD, UMR Qualisud, F-34398 Montpellier, France.ORCID 0009-0009-9832-7581
Renaud BoulangerCIRAD, UMR Qualisud, F-34398 Montpellier, France.ORCID 0000-0001-9396-5634
Isabelle MaravalCIRAD, UMR Qualisud, F-34398 Montpellier, France.
Gabi KoppBarry Callebaut AG, Hardturmstrasse 181, 8005 Zurich, Switzerland.
Marcello CornoBarry Callebaut AG, Hardturmstrasse 181, 8005 Zurich, Switzerland.
Bénédicte FontezMISTEA, Université Montpellier, INRAE, Institut Agro, 34060 Montpellier, France.ORCID 0000-0002-2237-0489
Angélique FontanaQualisud, Univ Montpellier, Avignon Université, CIRAD, Institut Agro, IRD, Université de La Réunion, 97490 Montpellier, France.ORCID 0000-0001-8272-0316
Centre de Coopération Internationale en Recherche Agronomique pour le Développement · FRUniversité de Montpellier · FR

Funding

Association Nationale de la Recherche et de la Technologie Convention CIFRE N° 2019/1911Barry Callebaut AG Convention CIFRE N° 2019/1911
6 · The paper itself

Abstract

The chemical composition of dark chocolate has a significant impact on its complex flavor profile. This study aims to investigate the relationship between the volatile chemical composition and perceived flavor of 54 dark chocolate samples made from Trinitario cocoa beans from the Dominican Republic. The samples were evaluated by a trained panel and analyzed using gas chromatography-mass spectrometry (GC-MS) to identify and quantify the volatile compounds. Predictive models based on a partial least squares regression (PLS) allowed the identification of key compounds for predicting individual sensory attributes. The models were most successful in classifying samples based on the intensity of bitterness and astringency, even though these attributes are mostly linked to non-volatile compounds. Acetaldehyde, dimethyl sulfide, and 2,3-butanediol were found to be key predictors for various sensory attributes, while propylene glycol diacetate was identified as a possible marker for red fruit aroma. The study highlights the potential of using volatile compounds to accurately predict chocolate flavor potential.

Indexed as

CacaoChocolateVolatile Organic CompoundsDominican RepublicPerceptionTasteVolatile Organic Compoundschocolatecocoaflavor perceptionflavor predictive modelsPLSvolatile compounds

Identifiers

PMID37175215
PMCPMC10180179
OpenAlexW4367627133

What Socratic 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 Socratic graph.