Evidence map›Paper›PMID 41604252›Full record

ArticleJournal of food science2026

Sensory Characterization of Cookies With Sugar Replacement by Sweeteners Using the Check-All-That-Apply (CATA) Method.

Igor Henrique Oliveira de Lima, Nathália Letícia Hernandez Brito, Flávia Aparecida Reitz Cardoso, Renata Hernandez Barros Fuchs

Abstract read
In one paragraph

Article in Journal of food science, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

4 authors.

Igor Henrique Oliveira de LimaDepartment of Food Engineering and Chemical Engineering, Federal University of Technology - Paraná (UTFPR), Campo Mourão, Brazil.
Nathália Letícia Hernandez BritoPostgraduate Program of Food Technology (PPGTA), Federal University of Technology - Paraná (UTFPR), Campo Mourão, Brazil.
Flávia Aparecida Reitz CardosoPostgraduate Program of Food Technology (PPGTA), Federal University of Technology - Paraná (UTFPR), Campo Mourão, Brazil.ORCID https://orcid.org/0000-0002-0432-9191
Renata Hernandez Barros FuchsDepartment of Food Engineering and Chemical Engineering, Federal University of Technology - Paraná (UTFPR), Campo Mourão, Brazil.

Funding

Conselho Nacional de Desenvolvimento Científico e Tecnológico 302078/2023-1
6 · The paper itself

Abstract

This study investigated the sensory effects of replacing sucrose with blends of xylitol, monk fruit extract (Siraitia grosvenorii, rich in mogrosides), and thaumatin in 16 prototype cookie formulations. A consumer-based check-all-that-apply (CATA) test (n = 62 regular cookie consumers) was conducted, followed by Cochran's Q test, principal component analysis (PCA), and heatmap visualization of attribute citation frequencies. Balanced sweetener systems were defined as formulations that combined an adequate bulk contribution (xylitol) with high-intensity sweeteners (monk fruit and thaumatin) at levels that ensured sweetness equivalence while minimizing off-flavors and structural defects, whereas unbalanced systems lacked this functional complementarity. Twenty-one sensory attributes were evaluated to characterize differences in appearance, texture, and flavor. Significant differences (Cochran's Q, p < 0.05) were observed among formulations. Cookies containing unbalanced sweetener ratios exhibited high frequencies of crumbly, sandy, floury, pale, and unpleasant sensory attributes. In contrast, balanced combinations, particularly formulation F16 (xylitol 6 g, monk fruit 0.04 g, and thaumatin 0.03 g per formulation), were characterized by soft, moist, tasty, buttery, and crispy attributes with minimal defects. PCA explained 57.9% of the total variance and revealed three sensory archetypes: underdeveloped, balanced, and overbrowned cookies. The results demonstrate that sugar replacement in cookies depends not only on the intensity of sweetness but also on the mechanistic balance between bulk, browning potential, and flavor modulation provided by blended sweetener systems.

Indexed as

Sweetening AgentsTasteConsumer BehaviorCookingCucurbitaceaeFruitHumansPlant ProteinsSucroseXylitolPlant ProteinsSucroseSweetening Agentsthaumatin protein, plantXylitolCATAcookiesluo han guosugar reductionsweetener blendsthaumatinxylitol

Identifiers

PMID41604252
PMCPMC12851407

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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.