ReviewFoods (Basel, Switzerland)2023
Response Surface Methodology to Optimize the Extraction of Carotenoids from Horticultural By-Products-A Systematic Review.
Review in Foods (Basel, Switzerland), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.
What it found
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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.
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Who cites it
17 citing papers in PubMed.
- Pre-harvest CaCl₂ foliar application enhances peach quality during cold storage: Insights from response surface modeling.Food chemistry: X · 2026Article
- Papaya (Molecules (Basel, Switzerland) · 2026Article
- A Multivariate RSM-PLS Framework and HPLC Polyphenolic Profiling for Characterizing Distinct Extraction Signatures in Pressurized Liquid vs. Conventional Stirring Extraction of Asteraceae Species.Antioxidants (Basel, Switzerland) · 2026Article
- Optimization of enzyme-assisted extraction of polyphyllins from paris polyphylla var. yunnanensis rhizomes using response surface methodology.Scientific reports · 2026Article
- Optimization of sonication for preserving the biochemical and physicochemical attributes of pomegranate arils during storage.Ultrasonics sonochemistry · 2026Article
- Preliminary Investigation on Mandarin Peel Extraction and Development of Functionalized Chitosan-Guar Gum Edible Films Using Response Surface Methodology (RSM).Foods (Basel, Switzerland) · 2026Article
- Unlocking the Potential of Cranberry (Molecules (Basel, Switzerland) · 2026Article
- Article
- Ultrasound-Assisted Extraction ofMolecules (Basel, Switzerland) · 2025Article
- Optimization of Extraction Parameters for Phenolics Recovery from Avocado Peels Using Ultrasound and Microwave Technologies.Foods (Basel, Switzerland) · 2025Article
- Nutritional optimization for bioprocess production of staphyloxanthin from Staphylococcus aureus with response surface methodology: promising anticancer scaffold targeting EGFR inhibition.Microbial cell factories · 2025Article
- Review
- Optimization of fertilizer doses for increased fruit yield of dragon fruit adopting response surface methodology and Box-Behnken design.Frontiers in plant science · 2025Article
- Application of Response Surface Methodology to Design and Optimize Purification of Acetone or Aqueous Acetone Extracts of Hop Cones (Materials (Basel, Switzerland) · 2024Article
- Article
- Optimization of Phenolic Compounds Extraction from Aerial Parts ofMolecules (Basel, Switzerland) · 2024Article
- Construction of a Synergy Combination Model for Turmeric (Current issues in molecular biology · 2024Article
Corrections and comments
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Authors and funding
6 authors.
Funding
Abstract
Response Surface Methodology (RSM) is a widely used mathematical tool for process optimization, setting their main factorial variables. The current research analyzes and summarizes the current knowledge about the RSM in the extraction of carotenoids from fruit and vegetable by-products, following a systematic review protocol (Prisma 2020 Statement). After an identification of manuscripts in Web of Science (September 2023) using inclusion search terms ("carotenoids", "extraction", "response-surface methodology", "ultrasound", "microwave" and "enzyme"), they were screened by titles and abstracts. Finally, 29 manuscripts were selected according to the PRISMA methodology (an evidence-based minimum set of items for reporting in systematic reviews), then, 16 questions related to the quality criteria developed by authors were applied. All studies were classified as having an acceptable level of quality criteria (≤50% "yes answers"), with four of them reaching a moderate level (>50 to ≤70% "yes answers"). No studies were cataloged as complete (>70% "yes answers"). Most studies are mainly focused on ultrasound-assisted extraction, which has been widely developed compared to microwave or enzymatic-assisted extractions. Most evidence shows that it is important to provide information when RSM is applied, such as the rationale for selecting a particular design, the specification of input variables and their potential levels, a discussion on the statistical model's validity, and an explanation of the optimization procedure. In addition, the principles of open science, specifically data availability, should be included in future scientific manuscripts related to RSM and revalorization.
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Registered trials
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.