• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

使用响应面法(RSM)和人工神经网络(ANN)对芒果皮中总酚含量的微波辅助萃取进行建模与优化。

Modeling and optimization of microwave-assisted extraction of total phenolics content from mango () peel using response surface methodology (RSM) and artificial neural networks (ANN).

作者信息

Ramírez-Brewer David, Quintana Somaris E, García-Zapateiro Luis A

机构信息

Research Group on Complex Fluid Engineering and Food Rheology (IFCRA), University of Cartagena, Cartagena 130015, Colombia.

出版信息

Food Chem X. 2024 Apr 26;22:101420. doi: 10.1016/j.fochx.2024.101420. eCollection 2024 Jun 30.

DOI:10.1016/j.fochx.2024.101420
PMID:38746780
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11090891/
Abstract

Mango () is a fruit highly consumed for its flavor and nutrient content. The mango peel is rich in compounds with biological functionality, such as antioxidant activity among others. The influence of microwave-assisted extraction variables on total phenol compounds (TPC) and antioxidant activity (TEAC) of natural extracts obtained from mango peel var. Tommy and Sugar were studied using a response surface methodology (RSM) and Artificial Neural Networks (ANN). TPC of mango peel extract var. Tommy was significantly influenced by time extraction (), solvent/plant ratio () and concentration of ethanol () and while mango peel extract var. Sugar was influenced by . TEAC by ABTS was significantly influenced by . Maximum of TPC (121.3 mg GAE / g of extract) and TEAC (1185.9 μmol Trolox/g extract) for mango peel extract var. Tommy were obtained at , and , and for mango peel extract var. Sugar, the maximum content of TPC (224.86 mg GAE/g extract) and TEAC (2117.7 μmol Trolox/g extract) were obtained at , and . The ANN model presented a higher predictive capacity than the RSM These extracts can be used for the development of new products.

摘要

芒果()是一种因其风味和营养成分而被大量食用的水果。芒果皮富含具有生物功能的化合物,如抗氧化活性等。采用响应面法(RSM)和人工神经网络(ANN)研究了微波辅助提取变量对从汤米(Tommy)和砂糖(Sugar)品种芒果皮中获得的天然提取物中总酚化合物(TPC)和抗氧化活性(TEAC)的影响。汤米品种芒果皮提取物的TPC受提取时间()、溶剂/植物比例()和乙醇浓度()的显著影响,而砂糖品种芒果皮提取物受的影响。ABTS法测定的TEAC受的显著影响。汤米品种芒果皮提取物在、和时获得了最大TPC(121.3毫克没食子酸当量/克提取物)和TEAC(1185.9微摩尔 Trolox/克提取物),而砂糖品种芒果皮提取物在、和时获得了最大TPC含量(224.86毫克没食子酸当量/克提取物)和TEAC(2117.7微摩尔 Trolox/克提取物)。ANN模型比RSM具有更高的预测能力。这些提取物可用于开发新产品。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/334c/11090891/5ca487201262/gr2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/334c/11090891/5ca487201262/gr2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/334c/11090891/5ca487201262/gr2.jpg

相似文献

1
Modeling and optimization of microwave-assisted extraction of total phenolics content from mango () peel using response surface methodology (RSM) and artificial neural networks (ANN).使用响应面法(RSM)和人工神经网络(ANN)对芒果皮中总酚含量的微波辅助萃取进行建模与优化。
Food Chem X. 2024 Apr 26;22:101420. doi: 10.1016/j.fochx.2024.101420. eCollection 2024 Jun 30.
2
Microwave-assisted extraction for recovery of polyphenolic antioxidants from ripe mango ( L.) peel using lactic acid/sodium acetate deep eutectic mixtures.利用乳酸/乙酸钠深共熔混合物通过微波辅助提取从成熟芒果皮中回收多酚抗氧化剂。
Food Sci Technol Int. 2020 Jan;26(1):78-92. doi: 10.1177/1082013219870010. Epub 2019 Aug 29.
3
Antioxidant properties and hyphenated HPLC-PDA-MS profiling of Chilean Pica mango fruits (Mangifera indica L. Cv. piqueño).智利 Pica 芒果果实(Mangifera indica L. Cv. piqueño)的抗氧化特性及 HPLC-PDA-MS 联用分析。
Molecules. 2013 Dec 31;19(1):438-58. doi: 10.3390/molecules19010438.
4
Optimization of microwave-assisted extraction of total extract, stevioside and rebaudioside-A from Stevia rebaudiana (Bertoni) leaves, using response surface methodology (RSM) and artificial neural network (ANN) modelling.采用响应面法(RSM)和人工神经网络(ANN)建模优化微波辅助提取甜叶菊(Bertoni)叶中的总提取物、甜菊糖苷和莱鲍迪苷 A。
Food Chem. 2017 Aug 15;229:198-207. doi: 10.1016/j.foodchem.2017.01.121. Epub 2017 Jan 27.
5
Influences of Microwave-Assisted Extraction Parameters on Antioxidant Activity of the Extract from Peels.微波辅助提取参数对果皮提取物抗氧化活性的影响
Foods. 2021 Jun 21;10(6):1432. doi: 10.3390/foods10061432.
6
Optimization of the ultrasound-assisted extraction of polyphenol, mangiferin, and its antioxidant expressionin mango peel (Mangifera indica) using response surface methodology.采用响应面法优化超声辅助提取芒果皮(Mangifera indica)中多酚、芒果苷及其抗氧化表达的研究。
Acta Sci Pol Technol Aliment. 2020 Jan-Mar;19(1):5-14. doi: 10.17306/J.AFS.0733.
7
Reutilization of mango byproducts: study of the effect of extraction solvent and temperature on their antioxidant properties.芒果副产物的再利用:研究提取溶剂和温度对其抗氧化性能的影响。
J Food Sci. 2012 Jan;77(1):C80-8. doi: 10.1111/j.1750-3841.2011.02477.x. Epub 2011 Dec 2.
8
Novel Hydrocolloids Obtained from Mango () var. Hilaza: Chemical, Physicochemical, Techno-Functional, and Structural Characteristics.从芒果()品种希拉扎中获得的新型水胶体:化学、物理化学、技术功能和结构特征。
Gels. 2022 Jun 6;8(6):354. doi: 10.3390/gels8060354.
9
Implementation of RSM and ANN Optimization Approach for Natural Deep Eutectic Solvents-Based Extraction of Bioactive Compounds from Orange Peel.基于响应曲面法和人工神经网络优化方法从橙皮中提取生物活性化合物的天然深共熔溶剂萃取法的实施
ACS Omega. 2024 Aug 2;9(32):34880-34892. doi: 10.1021/acsomega.4c04468. eCollection 2024 Aug 13.
10
Improving the efficiency of antioxidant extraction from mango peel by using microwave-assisted extraction.采用微波辅助提取法提高芒果皮中抗氧化剂的提取效率。
Plant Foods Hum Nutr. 2013 Jun;68(2):190-9. doi: 10.1007/s11130-013-0350-4.

引用本文的文献

1
Ultrasound-assisted, machine learning-optimized extraction of silver carp viscera fish oil and microencapsulation via complex coacervation.超声辅助、机器学习优化提取鲢鱼内脏鱼油及通过复凝聚法进行微胶囊化
Ultrason Sonochem. 2025 Jun 29;120:107452. doi: 10.1016/j.ultsonch.2025.107452.
2
Ecofriendly Extraction of Polyphenols from Leaves Coupled with Response Surface Methodology and Artificial Neural Network-Genetic Algorithm.结合响应面法和人工神经网络-遗传算法从叶片中对多酚进行环保型提取
Molecules. 2025 May 28;30(11):2354. doi: 10.3390/molecules30112354.

本文引用的文献

1
Modeling and Optimization of Ultrasound-Assisted Extraction of Bioactive Compounds from Leaves Using Response Surface Methodology and Artificial Neural Network Coupled with Genetic Algorithm.使用响应面法、人工神经网络结合遗传算法对超声辅助从叶片中提取生物活性化合物进行建模与优化
Foods. 2023 May 8;12(9):1925. doi: 10.3390/foods12091925.
2
Bioactive Compounds in Extracts from the Agro-Industrial Waste of Mango.从芒果农业工业废料的提取物中的生物活性化合物。
Molecules. 2023 Jan 3;28(1):458. doi: 10.3390/molecules28010458.
3
Mango 'criollo' by-products as a source of polyphenols with antioxidant capacity. Ultrasound assisted extraction evaluated by response surface methodology and HPLC-ESI-QTOF-MS/MS characterization.
芒果“克里奥罗”副产物作为具有抗氧化能力的多酚来源。通过响应面法和 HPLC-ESI-QTOF-MS/MS 表征评估超声辅助提取。
Food Chem. 2022 Dec 1;396:133738. doi: 10.1016/j.foodchem.2022.133738. Epub 2022 Jul 19.
4
Optimization of the extraction conditions of Nypa fruticans Wurmb. using response surface methodology and artificial neural network.采用响应面法和人工神经网络优化露兜树果实的提取条件。
Food Chem. 2022 Jul 1;381:132086. doi: 10.1016/j.foodchem.2022.132086. Epub 2022 Jan 25.
5
Bioactive compounds of mango (Mangifera indica): a review of extraction technologies and chemical constituents.芒果(Mangifera indica)的生物活性化合物:提取技术和化学成分综述。
J Sci Food Agric. 2021 Dec;101(15):6186-6192. doi: 10.1002/jsfa.11455. Epub 2021 Aug 11.
6
Rheological and Microstructural Properties of Xanthan Gum-Based Coating Solutions Enriched with Phenolic Mango () Peel Extracts.富含酚类芒果()果皮提取物的黄原胶基涂料溶液的流变学和微观结构特性。 注:原文中括号里的内容缺失,不太完整。
ACS Omega. 2021 Jun 11;6(24):16119-16128. doi: 10.1021/acsomega.1c02011. eCollection 2021 Jun 22.
7
Simultaneous Optimization of Microwave-Assisted Extraction of Phenolic Compounds and Antioxidant Activity of Avocado ( Mill.) Seeds Using Response Surface Methodology.采用响应面法同时优化微波辅助提取鳄梨(Persea americana Mill.)种子中酚类化合物及其抗氧化活性
J Anal Methods Chem. 2020 Aug 17;2020:7541927. doi: 10.1155/2020/7541927. eCollection 2020.
8
Antioxidant capacity, bioactive compounds in coffee pulp and implementation in the production of infusions.咖啡果肉中的抗氧化能力、生物活性化合物及其在冲泡饮品生产中的应用。
Acta Sci Pol Technol Aliment. 2019 Jul-Sep;18(3):235-248. doi: 10.17306/J.AFS.0663.
9
Extraction of bioactive compounds from mango ( L. . ) seed kernel with ethanol-water binary solvent systems.用乙醇 - 水二元溶剂体系从芒果(L. )种子核中提取生物活性化合物。
J Food Sci Technol. 2019 May;56(5):2536-2544. doi: 10.1007/s13197-019-03732-7. Epub 2019 Apr 1.
10
Bioactive Compounds and Antioxidant Activity of Mango Peel Liqueurs ( L.) Produced by Different Methods of Maceration.不同浸渍方法生产的芒果皮利口酒的生物活性成分及抗氧化活性
Antioxidants (Basel). 2019 Apr 16;8(4):102. doi: 10.3390/antiox8040102.