Evidence map›Paper›PMID 40724235›Full record

ArticleFoods (Basel, Switzerland)2025

Optimization of Protein Extraction from Sunflower Meal Using Taguchi Design and Regression Modeling for Human Nutrition Applications.

Anca Becze, Marin Senila, Lacrimioara Senila, Lucian Dordai, Oana Cadar, Vanda Liliana Fuss-Babalau, Marius Roman, Levente Levei, Paul Uiuiu, Mihai Octavian Naghiu

Abstract read
In one paragraph

Article in Foods (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Review
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

10 authors.

Anca BeczeNational Institute for Research and Development of Optoelectronics INOE 2000, Research Institute for Analytical Instrumentation, 67 Donath Street, RO-400293 Cluj-Napoca, Romania.ORCID 0000-0003-1418-689X
Marin SenilaNational Institute for Research and Development of Optoelectronics INOE 2000, Research Institute for Analytical Instrumentation, 67 Donath Street, RO-400293 Cluj-Napoca, Romania.ORCID 0000-0001-6738-6356
Lacrimioara SenilaNational Institute for Research and Development of Optoelectronics INOE 2000, Research Institute for Analytical Instrumentation, 67 Donath Street, RO-400293 Cluj-Napoca, Romania.ORCID 0000-0002-5791-0449
Lucian DordaiNational Institute for Research and Development of Optoelectronics INOE 2000, Research Institute for Analytical Instrumentation, 67 Donath Street, RO-400293 Cluj-Napoca, Romania.ORCID 0000-0001-5255-4003
Oana CadarNational Institute for Research and Development of Optoelectronics INOE 2000, Research Institute for Analytical Instrumentation, 67 Donath Street, RO-400293 Cluj-Napoca, Romania.ORCID 0000-0002-0879-9211
Vanda Liliana Fuss-BabalauNational Institute for Research and Development of Optoelectronics INOE 2000, Research Institute for Analytical Instrumentation, 67 Donath Street, RO-400293 Cluj-Napoca, Romania.
Marius RomanNational Institute for Research and Development of Optoelectronics INOE 2000, Research Institute for Analytical Instrumentation, 67 Donath Street, RO-400293 Cluj-Napoca, Romania.ORCID 0000-0003-1074-2529
Levente LeveiNational Institute for Research and Development of Optoelectronics INOE 2000, Research Institute for Analytical Instrumentation, 67 Donath Street, RO-400293 Cluj-Napoca, Romania.ORCID 0000-0003-3221-0056
Paul UiuiuDepartment of Fundamental Sciences, University of Agricultural Sciences and Veterinary Medicine Cluj-Napoca, 3-5 Mănăştur Street, RO-400372 Cluj-Napoca, Romania.ORCID 0000-0002-6835-3414
Mihai Octavian NaghiuDepartment of Teacher Training, Technical University of Cluj-Napoca, 15 Constantin Daicoviciu Street, RO-400020 Cluj Napoca, Romania.

Funding

European Regional Development Fund Project SMIS number 309287MCID project no. PN 23 05.
6 · The paper itself

Abstract

In response to the growing demand for sustainable protein sources, this study explores the valorization of sunflower meal-a by-product of oil extraction-as a protein-rich ingredient suitable for human nutrition. The aim was to optimize the extraction process and assess the nutritional and safety profile of the resulting protein flour. Mechanical stirring, ultrasound-assisted, and CO

Indexed as

alternative proteinsamino acid profilefunctional food ingredientoptimizationprotein extractionresponse surface methodologysunflower mealsustainable nutrition

Identifiers

PMID40724235
PMCPMC12294555

What OpenQuestion holds

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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.