Cargando…

Artificial Intelligence Assisted Ultrasonic Extraction of Total Flavonoids from Rosa sterilis

Flavonoids in Rosa sterilis were studied. The flavonoids in Rosa sterilis were extracted by ultrasonic method, and the extraction conditions were modeled and optimized by response the surface methodology and the artificial intelligence method. The results show that the ultrasonic method can effectiv...

Descripción completa

Detalles Bibliográficos
Autores principales: Liu, Jing, Li, Chaochan, Ding, Guijie, Quan, Wenxuan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8270336/
https://www.ncbi.nlm.nih.gov/pubmed/34201870
http://dx.doi.org/10.3390/molecules26133835
_version_ 1783720783205367808
author Liu, Jing
Li, Chaochan
Ding, Guijie
Quan, Wenxuan
author_facet Liu, Jing
Li, Chaochan
Ding, Guijie
Quan, Wenxuan
author_sort Liu, Jing
collection PubMed
description Flavonoids in Rosa sterilis were studied. The flavonoids in Rosa sterilis were extracted by ultrasonic method, and the extraction conditions were modeled and optimized by response the surface methodology and the artificial intelligence method. The results show that the ultrasonic method can effectively extract total flavonoids, and the extraction rate is close to the prediction value of ANN-GA algorithm, which proves the rationality of the model. The order of the effects of the parameters on the experiment was material liquid ratio > extraction power > extraction time > ethanol concentration. In addition, the scavenging effects of flavonoids on DPPH, O(2−)· and ·OH were also determined, and these indicated that flavonoids have strong antioxidant activities. The kinetics of the extraction process was studied by using the data of the extraction process, and it was found that the extraction process conformed to Fick’s first law.
format Online
Article
Text
id pubmed-8270336
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-82703362021-07-10 Artificial Intelligence Assisted Ultrasonic Extraction of Total Flavonoids from Rosa sterilis Liu, Jing Li, Chaochan Ding, Guijie Quan, Wenxuan Molecules Article Flavonoids in Rosa sterilis were studied. The flavonoids in Rosa sterilis were extracted by ultrasonic method, and the extraction conditions were modeled and optimized by response the surface methodology and the artificial intelligence method. The results show that the ultrasonic method can effectively extract total flavonoids, and the extraction rate is close to the prediction value of ANN-GA algorithm, which proves the rationality of the model. The order of the effects of the parameters on the experiment was material liquid ratio > extraction power > extraction time > ethanol concentration. In addition, the scavenging effects of flavonoids on DPPH, O(2−)· and ·OH were also determined, and these indicated that flavonoids have strong antioxidant activities. The kinetics of the extraction process was studied by using the data of the extraction process, and it was found that the extraction process conformed to Fick’s first law. MDPI 2021-06-23 /pmc/articles/PMC8270336/ /pubmed/34201870 http://dx.doi.org/10.3390/molecules26133835 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Liu, Jing
Li, Chaochan
Ding, Guijie
Quan, Wenxuan
Artificial Intelligence Assisted Ultrasonic Extraction of Total Flavonoids from Rosa sterilis
title Artificial Intelligence Assisted Ultrasonic Extraction of Total Flavonoids from Rosa sterilis
title_full Artificial Intelligence Assisted Ultrasonic Extraction of Total Flavonoids from Rosa sterilis
title_fullStr Artificial Intelligence Assisted Ultrasonic Extraction of Total Flavonoids from Rosa sterilis
title_full_unstemmed Artificial Intelligence Assisted Ultrasonic Extraction of Total Flavonoids from Rosa sterilis
title_short Artificial Intelligence Assisted Ultrasonic Extraction of Total Flavonoids from Rosa sterilis
title_sort artificial intelligence assisted ultrasonic extraction of total flavonoids from rosa sterilis
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8270336/
https://www.ncbi.nlm.nih.gov/pubmed/34201870
http://dx.doi.org/10.3390/molecules26133835
work_keys_str_mv AT liujing artificialintelligenceassistedultrasonicextractionoftotalflavonoidsfromrosasterilis
AT lichaochan artificialintelligenceassistedultrasonicextractionoftotalflavonoidsfromrosasterilis
AT dingguijie artificialintelligenceassistedultrasonicextractionoftotalflavonoidsfromrosasterilis
AT quanwenxuan artificialintelligenceassistedultrasonicextractionoftotalflavonoidsfromrosasterilis