Optimization of the microwave-assisted extraction of simple phenolic compounds from grape skins and seeds
Open accessAbstract
A method for the extraction of phenolic compounds from grape seeds and skins using microwave-assisted extraction (MAE) was developed. Optimization of the effects of the extraction parameters in terms of the results of extraction was obtained using the response surface methodology. The parameters studied were extraction solvent (methanol, ethanol, acetone, and water), percentage of methanol in water, quantity of sample in relation to volume of extraction solvent (solid:liquid, 10–50 mg mL−1), power (100–500 W), magnetic stirring speed (0–100%), and extraction time (5–20 min). Finally, the repeatability and the intermediate precision of the method were determined. The best conditions proved to be: 65% methanol in water as an optimum extraction solvent; 0.5 g of grape skin or seed in a volume of 25 mL; a power of 500 W with the maximum stirring speed (100%); and an extraction time of 5 min. The phenolic compounds proved to be stable in the optimized extraction conditions. The resulting repeatability and the intermediate precision of the optimized method showed a relative standard deviation below 7%. The new method applied on Napoleon grape allowed for the determination of catechin (453.2 (mg kg−1)), epicatechin (306.3 mg kg−1), caftaric acid (22.37 mg caffeic acid equivalents kg−1), dihydrokaempferol-glycoside (11.13 mg kaempferol equivalents kg−1), quercetin (18.28 mg kg−1), quercetin-3-glucoside (20.09 mg quercetin equivalents kg−1), and kaempferol-3-glucoside (11.10 mg kaempferol equivalents kg−1).
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Most studies conducted on metabolite and oil extraction processes conform to second-order models.
“Most studies conducted on metabolite and oil extraction processes conform to second-order models [26,32,33].”
From Optimized microwave-assisted azadirachtin extraction using response surface methodology (2024) · cites this paper as [33]
Section 2.5 (Experimental Design; page unavailable) says this study of phenolic-compound extraction used a second-order mathematical model. It does not establish that most metabolite and oil extraction studies conform to such models; the oil-extraction and prevalence parts of the claim are unsupported by this source. (LLM, conf=0.86)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Chemistry and biochemistry of dietary polyphenols
Tsao, R. (2010) · Nutrients · doi:10.3390/nu2121231 · Cited by 2,415 · see citing works
The Role of Polyphenols in Human Health and Food Systems: A Mini-Review
Cory, H., Passarelli, S., Szeto, J., Tamez, M., & Mattei, J. (2018) · Frontiers in Nutrition · doi:10.3389/fnut.2018.00087 · Cited by 1,297 · see citing works
Towards integral utilization of grape pomace from winemaking process: A review
Beres, C., Costa, G. N. D. S., Cabezudo, I., da Silva-James, N. K., Teles, A. S. C., Cruz, A. P. G., Mellinger‐Silva, C., Tonon, R. V., Cabral, L. M. C., & Freitas, S. P. (2017) · Waste Management · doi:10.1016/j.wasman.2017.07.017 · Cited by 592 · see citing works
Effect of Processing on Phenolic Antioxidants of Fruits, Vegetables, and Grains—A Review
Nayak, B., Liu, R. H., & Tang, J. (2013) · Critical Reviews in Food Science and Nutrition · doi:10.1080/10408398.2011.654142 · Cited by 489 · see citing works
Belwal, T., Ezzat, S. M., Rastrelli, L., BHATT, I. D., Daglia, M., Baldi, A., Devkota, H. P., Orhan, İ. E., Patra, J. K., Das, G., et al. (2018) · TrAC Trends in Analytical Chemistry · doi:10.1016/j.trac.2017.12.018 · Cited by 488 · see citing works
Wine Polyphenol Content and Its Influence on Wine Quality and Properties: A Review
Gutiérrez‐Escobar, R., Aliaño–González, M. J., & Cantos‐Villar, E. (2021) · Molecules · doi:10.3390/molecules26030718 · Cited by 395 · see citing works
Flamini, R., Mattivi, F., Rosso, M. D., Arapitsas, P., & Bavaresco, L. (2013) · International Journal of Molecular Sciences · doi:10.3390/ijms141019651 · Cited by 355 · see citing works
The Market Potential of Grape Waste Alternatives
Dwyer, K., Hosseinian, F. S., & Rod, M. (2014) · Journal of Food Research · doi:10.5539/jfr.v3n2p91 · Cited by 309 · see citing works
Microwave assisted extraction of anthocyanins from grape skins
Liazid, A., Guerrero, R. F., Cantos, E., Palma, M., & Barroso, C. G. (2010) · Food Chemistry · doi:10.1016/j.foodchem.2010.07.053 · Cited by 247 · see citing works
Self-citationPressurized liquid extraction of isoflavones from soybeans
Rostagno, M. A., Palma, M., & Barroso, C. G. (2004) · Analytica Chimica Acta · doi:10.1016/j.aca.2004.05.078 · Cited by 189 · see citing works
Self-citationKrishnaswamy, K., Orsat, V., Gariépy, Y., & Thangavel, K. (2012) · Food and Bioprocess Technology · doi:10.1007/s11947-012-0800-2 · Cited by 170 · see citing works
Katsampa, P., Valsamedou, E., Grigorakis, S., & Makris, D. P. (2015) · Industrial Crops and Products · doi:10.1016/j.indcrop.2015.09.039 · Cited by 164 · see citing works
More Than Resveratrol: New Insights into Stilbene-Based Compounds
Pecyna, P., Warguła, J., Murias, M., & Kucińska, M. (2020) · Biomolecules · doi:10.3390/biom10081111 · Cited by 158 · see citing works
Microwave-assisted Extraction of Phenolic Compounds from Grape Seed
Hong, N., Yaylayan, V. A., Raghavan, G. S. V., Paré, J. R. J., & Bélanger, J. M. R. (2001) · Natural product letters · doi:10.1080/10575630108041280 · Cited by 94 · see citing works
Raks, V., Al-Suod, H. H., & Buszewski, B. (2017) · Chromatographia · doi:10.1007/s10337-017-3405-0 · Cited by 82 · see citing works
Characteristics, Biological Properties and Analytical Methods of Trans-Resveratrol: A Review
Riccio, B. V. F., Fonseca‐Santos, B., Ferrari, P. C., & Chorilli, M. (2019) · Critical Reviews in Analytical Chemistry · doi:10.1080/10408347.2019.1637242 · Cited by 70 · see citing works
Economic aspects of waste recovery in the wine industry. A multidisciplinary approach
Soceanu, A. D., Simona Dobrinas, A., Sîrbu, A., Manea, N. P., & Popescu, V. (2020) · The Science of The Total Environment · doi:10.1016/j.scitotenv.2020.143543 · Cited by 62 · see citing works
Sammani, M. S., Clavijo, S., & Cerdà, V. (2021) · TrAC Trends in Analytical Chemistry · doi:10.1016/j.trac.2021.116220 · Cited by 62 · see citing works
Fernández-Marín, R., Fernandes, S. C. M., Andrés, M. A., & Labidi, J. (2021) · Molecules · doi:10.3390/molecules26061516 · Cited by 62 · see citing works
Allcca-Alca, E. E., León-Calvo, N. C., Vilca, O. M. L., Martínez‐Cifuentes, M., Pérez‐Correa, J. R., Mariotti‐Celis, M. S., & Huamán-Castilla, N. L. (2021) · Agronomy · doi:10.3390/agronomy11050866 · Cited by 61 · see citing works
Unterkofler, J., Muhlack, R. A., & Jeffery, D. W. (2020) · Applied Microbiology and Biotechnology · doi:10.1007/s00253-020-10558-3 · Cited by 61 · see citing works
Ultrasonic-assisted extraction of polyphenols and antioxidants from Picea abies bark
Chmelová, D., Škulcová, D., Legerská, B., Horník, M., & Ondrejovič, M. (2020) · Journal of Biotechnology · doi:10.1016/j.jbiotec.2020.04.003 · Cited by 55 · see citing works
Microwave-Assisted Extraction of Phenolic Compounds from Dried Waste Grape Skins
Pedroza, M. A., Amendola, D., Maggi, L., Zalacaın, A., Faveri, D. M. D., & Spigno, G. (2015) · International Journal of Food Engineering · doi:10.1515/ijfe-2015-0009 · Cited by 50 · see citing works
New trends in the use of enzymes for the recovery of polyphenols in grape byproducts
Machado, T. D. O. X., Portugal, I., Padilha, C. V. D. S., Padilha, F. F., & Lima, M. D. S. (2021) · Journal of Food Biochemistry · doi:10.1111/jfbc.13712 · Cited by 45 · see citing works
Jia, M.-Z., Fu, X.-Q., Deng, L., Li, Z.-L., & Dang, Y. (2021) · Food Bioscience · doi:10.1016/j.fbio.2021.100919 · Cited by 44 · see citing works
Evaluation of various extraction techniques for obtaining bioactive extracts from pine seeds
Liazid, A., Schwarz, M., Varela, R. M., Palma, M., Guillén-Sánchez, D. A., Brigui, J., Macías, F. A., & Barroso, C. G. (2009) · Food and Bioproducts Processing · doi:10.1016/j.fbp.2009.11.004 · Cited by 42 · see citing works
Self-citationSetyaningsih, W., Duros, E., Palma, M., & Barroso, C. G. (2015) · Applied Acoustics · doi:10.1016/j.apacoust.2015.04.001 · Cited by 34 · see citing works
Self-citationLiazid, A., Barbero, G. F., Azaroual, L., Palma, M., & Barroso, C. G. (2014) · Molecules · doi:10.3390/molecules191221034 · Cited by 33 · see citing works
Self-citationSetyaningsih, W., Saputro, I. E., Carrera, C., Palma, M., & Barroso, C. G. (2016) · Food Chemistry · doi:10.1016/j.foodchem.2016.12.034 · Cited by 33 · see citing works
Self-citationAliaño–González, M. J., Espada-Bellido, E., Ferreiro‐González, M., Carrera, C., Palma, M., Ayuso, J., Álvarez, J. Á., & Barbero, G. F. (2020) · Agronomy · doi:10.3390/agronomy10030326 · Cited by 32 · see citing works
Self-citationCapriotti, A. L., Cavaliere, C., Foglia, P., Piovesana, S., & Ventura, S. (2014) · Journal of Liquid Chromatography & Related Technologies · doi:10.1080/10826076.2014.941263 · Cited by 31 · see citing works
Evolution of the Phenolic Fraction and Aromatic Profile of Red Wines Aged in Oak Barrels
del Fresno, J. M., Morata, A., Loira, I., Escott, C., & Lepe, J. A. S. (2020) · ACS Omega · doi:10.1021/acsomega.9b03854 · Cited by 22 · see citing works
Aliaño–González, M. J., Ferreiro‐González, M., Espada-Bellido, E., Carrera, C., Palma, M., Ayuso, J., Barbero, G. F., & Álvarez, J. Á. (2020) · Agronomy · doi:10.3390/agronomy10020179 · Cited by 19 · see citing works
Self-citationCharacterization and recovery of phenolic compounds from grape pomace -A review
Kammerer, D. R., Schieber, A., & Carle, R. (2025) · Angewandte Botanik · doi:10.5073/jabfq.2005.079.033 · Cited by 17 · see citing works
Oenological Applications of Winemaking By-Products
Pedroza, M. A., Salinas, M. R., Alonso, G. L., & Zalacaın, A. (2017) · Elsevier eBooks · doi:10.1016/b978-0-12-809870-7.00009-0 · Cited by 6 · see citing works
Flagged first, then by citations
2 of the 37 references couldn’t be matched to a known paper.
Research works printed but not linked: 1
- Jackson, R. Wine Science; Academic Press: Cambridge, MA, USA, 2008; ISBN 9780123736468.
Cited by
Sorted by citations
Karastergiou, A., Gancel, A., Jourdes, M., & Teissèdre, P. (2024) · Antioxidants · doi:10.3390/antiox13091131 · Cited by 141 · see citing works
Antioxidants and Bioactive Compounds in Food: Critical Review of Issues and Prospects
Kurek, M., Debbache-Benaida, N., Garofulić, I. E., Galić, K., Avallone, S., Voilley, A. J., & Waché, Y. (2022) · Antioxidants · doi:10.3390/antiox11040742 · Cited by 102 · see citing works
Eco-Friendly Extraction: Innovations, Principles, and Comparison with Traditional Methods
Shrivastav, G., Jyoti, T. P., Chandel, S., & Singh, R. (2024) · Separation and Purification Reviews · doi:10.1080/15422119.2024.2381605 · Cited by 90 · see citing works
Solaberrieta, I., Mellinas, C., Jiménez, A., & Garrigós, M. C. (2022) · Foods · doi:10.3390/foods11193068 · Cited by 68 · see citing works
Mostafa, H., Airouyuwa, J. O., & Maqsood, S. (2022) · Ultrasonics Sonochemistry · doi:10.1016/j.ultsonch.2022.106017 · Cited by 59 · see citing works
Khan, R., Anwar, F., Ghazali, F. M., & Mahyudin, N. A. (2024) · Innovative Food Science & Emerging Technologies · doi:10.1016/j.ifset.2024.103828 · Cited by 40 · see citing works
Mansouri, F. E., da Silva, J. C. G. E., Cacciola, F., Asraoui, F., Tayeq, H., Amar, Y. M. B., Palma, M., Chouaibi, N., & Brigui, J. (2022) · Molecules · doi:10.3390/molecules27196163 · Cited by 38 · see citing works
Self-citationA Comprehensive Analytical Review of Polyphenols: Evaluating Neuroprotection in Alzheimer’s Disease
Vicente-Zurdo, D., Gómez-Mejía, E., Rosales‐Conrado, N., & León‐González, M. E. (2024) · International Journal of Molecular Sciences · doi:10.3390/ijms25115906 · Cited by 32 · see citing works
Antimicrobial Polymer Films with Grape Seed and Skin Extracts for Food Packaging
Ivanov, Y., & Godjevargova, T. I. (2024) · Microorganisms · doi:10.3390/microorganisms12071378 · Cited by 24 · see citing works
Tsiaka, T., Lantzouraki, D. Z., Πολυχρονάκη, Γ., Sotiroudis, G., Kritsi, E., Sinanoglou, V. J., Kalogianni, D. P., & Zoumpoulakis, P. G. (2023) · Molecules · doi:10.3390/molecules28020518 · Cited by 25 · see citing works
Álvarez-Romero, M., Ruiz-Rodríguez, A., Barbero, G. F., Vázquez-Espinosa, M., Mansouri, F. E., Brigui, J., & Palma, M. (2023) · Foods · doi:10.3390/foods12142638 · Cited by 20 · see citing works
Self-citationMostafa, H., Hamdi, M., Airouyuwa, J. O., & Maqsood, S. (2022) · Biomass Conversion and Biorefinery · doi:10.1007/s13399-022-03154-0 · Cited by 19 · see citing works
Lubis, M. F., Sumaiyah, S., Lubis, L. D., Fitri, K., & Astyka, R. (2024) · Arabian Journal of Chemistry · doi:10.1016/j.arabjc.2024.105702 · Cited by 19 · see citing works
Crescente, G., Cascone, G., Petruzziello, A., Bouymajane, A., Volpe, M. G., Russo, G. L., & Moccia, S. (2023) · Foods · doi:10.3390/foods12142678 · Cited by 12 · see citing works
Leliana, L., Setyaningsih, W., Palma, M., Supriyadi, S., & Santoso, U. (2022) · Agronomy · doi:10.3390/agronomy12112798 · Cited by 10 · see citing works
Self-citationCurrent Emerging Green Technologies for the Valorization of Grape and Cherry Wastes
Voss, M., Gaudino, E. C., Tabasso, S., Forte, C., & Cravotto, G. (2023) · Current Food Science and Technology Reports · doi:10.1007/s43555-023-00010-8 · Cited by 10 · see citing works
Enhancement of the Green Extraction of Bioactive Molecules from Olea europaea Leaves
Valinger, D., Kušen, M., Benković, M., Jurina, T., Panić, M., Redovniković, I. R., Kljusurić, J. G., & Tušek, A. J. (2022) · Separations · doi:10.3390/separations9020033 · Cited by 10 · see citing works
Ašperger, D., Gavranić, M., Prišlin, B., Rendulić, N., Šikuten, I., Marković, Z., Babić, B., Maletić, E., Kontić, J. K., Preiner, D., et al. (2022) · Separations · doi:10.3390/separations9090235 · Cited by 8 · see citing works
Spinu, S. M., Cudalbeanu, M. D., Major, N., Ban, S. G., Palčić, I., Orțan, A., Rosu, P. M., & Babeanu, N. E. (2025) · Antioxidants · doi:10.3390/antiox14091062 · Cited by 7 · see citing works
Optimized microwave-assisted azadirachtin extraction using response surface methodology
Martínez-Castro, R., Flórez-Santiago, J., Valle-Molinares, R., Cabrera-Barraza, J., & Espitia-Almeida, F. (2024) · Heliyon · doi:10.1016/j.heliyon.2024.e31504 · Cited by 6 · see citing works
“Most studies conducted on metabolite and oil extraction processes conform to second-order models [26,32,33].”
ResultSong, Y., Shi, Y., Liu, Y., Ma, Y., Lin, C., Nie, N., Song, X., & Yang, J. (2024) · Agriculture · doi:10.3390/agriculture15010044 · Cited by 6 · see citing works
Feng, Z., Ruiz-Rodríguez, A., & Palma, M. (2024) · Applied Sciences · doi:10.3390/app14198864 · Cited by 5 · see citing works
Self-citationSustainable Approaches in Viticulture: From Wastes and Side Streams to High-Value Products
van Wyk, N., Borgmeier, C., Kleber, A., & Gabor, E. M. (2025) · Advances in biochemical engineering, biotechnology · doi:10.1007/10_2025_281 · Cited by 5 · see citing works
Betalain Extraction Techniques, Principles, Optimal Conditions and Yield: A Review
Zakaria, N. N. A., Harith, Z. T., Rahman, N. A., Rahman, K. A. M. A., Buslima, PA'EE, F. B., Rhaman, S. M. S. A., & Kari, Z. A. (2025) · Tropical Journal of Natural Product Research · doi:10.26538/tjnpr/v9i6.1 · Cited by 4 · see citing works
Fuangchoom, V., Narkprasom, N., Jaturonglumlert, S., Varith, J., Unpaprom, Y., & Narkprasom, K. (2024) · Environmental Quality Management · doi:10.1002/tqem.22245 · Cited by 4 · see citing works
Izza, N., Sumarni, N., Pramesi, N. D., Mahardi, U. A., & Dewi, S. R. (2022) · International Journal on Advanced Science Engineering and Information Technology · doi:10.18517/ijaseit.12.3.15710 · Cited by 3 · see citing works
Karaoğul, E., Çiçek, S. A., Ugurtay, A., Engin, T., Çiğdem, A., Alwazeer, D., Bayadilova, A., Bekbayeva, R., Орынбеков, Д. Р., & Bekbayev, K. (2025) · Applied Food Research · doi:10.1016/j.afres.2025.101579 · Cited by 2 · see citing works
Recent advances in the extraction and skincare applications of grape by-product extracts
Wang, J., Du, P., Ju, H., Li, M., Cai, Y., Yu, Q., Liu, X., & Lv, Y. (2026) · Nanoscale · doi:10.1039/d5nr03929k · Cited by 1 · see citing works
Jitrangsri, K., Chaidedgumjorn, A., & Satiraphan, M. (2023) · Journal of Chemometrics · doi:10.1002/cem.3524
Optimized Microwave-Assisted Azadirachtin Extraction Using Response Surface Methodology (Rsm)Preprint
Martínez-Castro, R., Flórez-Santiago, J. J., Valle-Molinares, R., Cabrera-Barraza, J., Espitia-Almeida, F., & Espitia-Almeida, F. (2023) · SSRN Electronic Journal · doi:10.2139/ssrn.4630775
Pérez, K., Cassano, A., & Ruby‐Figueroa, R. (2023) · Foods · doi:10.3390/foods13010020
Chen, W., Niu, L., & He, A. (2026) · Physics and Chemistry of the Earth Parts A/B/C · doi:10.1016/j.pce.2026.104533
Anarak, N. Z., Moghimi, M., Mohammadi-Moghaddam, T., Fierro, D., Bakhshabadi, H., Morshedi, A., & Gharekhani, M. (2026) · Journal of Food Processing and Preservation · doi:10.1155/jfpp/9240328
- Authors
- Azaroual, L., Liazid, A., Mansouri, F. E., Brigui, J., Ruíz-Rodriguez, A., Barbero, G. F., & Palma, M.
- Affiliations
- Abdelmalek Essaâdi University (MA)
- Universidad de Cádiz (ES)
- Department of Chemistry, Faculty of Science, Abdelmalek Essaâdi University, B.P. 2121, M’Hannech II, Tétouan 93002, Morocco
- Corresponding author
- Palma, Miguel
- Venue
- Agronomy
- Publisher
- MDPI AG
- Published
- 2021-07-30
- Volume
- 11
- Issue
- 8
- Pages
- 1527
- ISSN
- 2073-4395 (ISSN-L)
- OpenAlex
- W3192307693
- Cited by
- 33
- References
- 37
- Citations by year
- 2026: 3 · 2025: 4 · 2024: 10 · 2023: 7 · 2022: 9
- FWCI
- 3.55
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Agronomy (publishedVersion, cc-by)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- RODIN (Universidad de Cádiz) (submittedVersion, cc-by)
- Funders
- 2014-2020 ERDF Operational Programme and by the Department of Economy, Knowledge, Busi-ness and University of the Regional Government of Andalusia (FEDER-UCA18-108366)
- Topics
- Health Sciences › Medicine › Biochemistry › Phytochemicals and Antioxidant Activities
- Life Sciences › Agricultural and Biological Sciences › Food Science › Agricultural and Biological Research
- Life Sciences › Agricultural and Biological Sciences › Food Science › Fermentation and Sensory Analysis
- Keywords
- microwave-assisted extraction, phenolic compounds, grape skin, grape seeds, extraction optimization, response surface methodology, catechins, epicatechin, caftaric acid, quercetin, kaempferol glycosides, methanol-water mixtures, method validation
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review