Evidence map›Paper›PMID 41055808›Full record

ArticlePlant foods for human nutrition (Dordrecht, Netherlands)2025

Optimization of Lentils, Peas, and Beans-based Vegetable Burger Formulation Using D-optimal Mixture Design.

Sonia Oukhmanou-Bensidhoum, Hafida Merzouk, Fatiha Brahmi, Sofiane Dairi, Nadia Bouaoudia, Sabine Chabane, Nabila Djerrada, Khodir Madani, Lila Boulekbache

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In one paragraph

Article in Plant foods for human nutrition (Dordrecht, Netherlands), 2025. 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

9 authors.

Sonia Oukhmanou-BensidhoumFaculty of Natural and Life Sciences, Laboratory of Biomathematics, Biochemistry, Biophysics and Scientometry, University of Bejaia, Bejaia, 06000, Algeria.
Hafida MerzoukFaculty of Natural and Life Sciences, Laboratory of Biomathematics, Biochemistry, Biophysics and Scientometry, University of Bejaia, Bejaia, 06000, Algeria.
Fatiha BrahmiFaculty of Natural and Life Sciences, Laboratory of Biomathematics, Biochemistry, Biophysics and Scientometry, University of Bejaia, Bejaia, 06000, Algeria. fatiha.brahmi@univ-bejaia.dz.
Sofiane DairiFaculty of Natural and Life Sciences, Laboratory of Biomathematics, Biochemistry, Biophysics and Scientometry, University of Bejaia, Bejaia, 06000, Algeria.
Nadia BouaoudiaFaculty of Natural and Life Sciences, Laboratory of Biomathematics, Biochemistry, Biophysics and Scientometry, University of Bejaia, Bejaia, 06000, Algeria.
Sabine ChabaneFaculty of Natural and Life Sciences, Laboratory of Biomathematics, Biochemistry, Biophysics and Scientometry, University of Bejaia, Bejaia, 06000, Algeria.
Nabila DjerradaFaculty of Natural and Life Sciences, Laboratory of Biomathematics, Biochemistry, Biophysics and Scientometry, University of Bejaia, Bejaia, 06000, Algeria.
Khodir MadaniFaculty of Natural and Life Sciences, Laboratory of Biomathematics, Biochemistry, Biophysics and Scientometry, University of Bejaia, Bejaia, 06000, Algeria.
Lila BoulekbacheFaculty of Natural and Life Sciences, Laboratory of Biomathematics, Biochemistry, Biophysics and Scientometry, University of Bejaia, Bejaia, 06000, Algeria.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The growing request for plant-based meat substitutes reflects a global shift toward more sustainable, ethical, and health-promoting dietary practices. Legumes, due to their high protein and fiber content, are ideal for the formulation of such products. This study focused on the development of a plant-based burger made from lentils, peas, and black beans, with particular attention paid to optimizing ingredient proportions to achieve balanced nutritional, technological, and sensory properties. With this in mind, a three-component D-optimal mixture design was implemented. The assessment of the nutritional properties of the legume-based plant burger, both before and after cooking, revealed high protein (8.15%) and crude fiber (6.33%) contents. After cooking, the protein amount remained relatively stable, indicating good thermal stability of the protein matrix, but a marked decrease in fiber content was noticed. The cooking properties of the legume-based plant burger demonstrated a technologically stable formulation, suitable for ready-to-eat consumption. The product exhibited moderate cooking loss (13.10 ± 0.69%), along with minimal reductions in diameter (1.94 ± 0.22%) and thickness (7.75 ± 0.80%), indicating good structural integrity during cooking and effective shape retention. Lipid absorption remained controlled (19.62 ± 0.42%), while moisture retention (58.79 ± 1.08%) indicated a moderate water-holding capacity. These findings confirm the product's favorable thermal behavior. Rheological analysis showed that after cooking, the network of the burger became more elastic, which was confirmed by Scanning Electron Microscopy analysis (SEM), revealing a compact and homogeneous structure. To sum up, given its qualities and richness, especially in proteins, the elaborated vegetarian burger could constitute a substitute for the meat-based one.

Indexed as

FabaceaeLens PlantPisum sativumCookingDietary FiberDietary ProteinsHumansNutritive ValueVegetablesDietary FiberDietary ProteinsBlack beanLentilMixture designOptimizationPeaVegetable burger

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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.