Comparison of artificial neural networks and response surface methodology for efficient extraction of rosmarinic acid from Satureja kitaibelii
Abstract
Rosmarinic acid is a dominant component in the extracts of
Satureja kitaibelii (Gopčević et al., 2019). It is reported that
rosmarinic acid has antioxidant, anti-inflammatory,
antibacterial, antiviral and antimutagenic activity (Petersen
et al., 2003). The aim of this study was to develop an
optimal model by using RSM (response surface
methodology) and ANN (artificial neural network)
approach which can describe the influence of ethanol
concentration, temperature and time on the extraction of
rosmarinic acid from aerial parts of S. kitaibelii.
Keywords:
Satureja kitaibelii / rosmarinic acid / response surface methodology / artificial neural networkSource:
12th World Meeting on Pharmaceutics, Biopharmaceutics and Pharmaceutical Technology 11-14 May, 2021, 1-2Publisher:
- International Association for Pharmaceutical Technology, Mainz, Germany
Funding / projects:
- Advanced technologies for controlled release from solid drug delivery systems (RS-MESTD-Technological Development (TD or TR)-34007)
Note:
- 12th World Meeting on Pharmaceutics, Biopharmaceutics and Pharmaceutical Technology, Virtual meeting, Live event from 11 - 14 May 2021, Vienna, Austria
Collections
Institution/Community
PharmacyTY - CONF AU - Mudrić, Jelena AU - Arsenijević, Jelena AU - Maksimović, Zoran AU - Ibrić, Svetlana AU - Đuriš, Jelena PY - 2021 UR - https://farfar.pharmacy.bg.ac.rs/handle/123456789/5307 AB - Rosmarinic acid is a dominant component in the extracts of Satureja kitaibelii (Gopčević et al., 2019). It is reported that rosmarinic acid has antioxidant, anti-inflammatory, antibacterial, antiviral and antimutagenic activity (Petersen et al., 2003). The aim of this study was to develop an optimal model by using RSM (response surface methodology) and ANN (artificial neural network) approach which can describe the influence of ethanol concentration, temperature and time on the extraction of rosmarinic acid from aerial parts of S. kitaibelii. PB - International Association for Pharmaceutical Technology, Mainz, Germany C3 - 12th World Meeting on Pharmaceutics, Biopharmaceutics and Pharmaceutical Technology 11-14 May T1 - Comparison of artificial neural networks and response surface methodology for efficient extraction of rosmarinic acid from Satureja kitaibelii SP - 1 EP - 2 UR - https://hdl.handle.net/21.15107/rcub_farfar_5307 ER -
@conference{ author = "Mudrić, Jelena and Arsenijević, Jelena and Maksimović, Zoran and Ibrić, Svetlana and Đuriš, Jelena", year = "2021", abstract = "Rosmarinic acid is a dominant component in the extracts of Satureja kitaibelii (Gopčević et al., 2019). It is reported that rosmarinic acid has antioxidant, anti-inflammatory, antibacterial, antiviral and antimutagenic activity (Petersen et al., 2003). The aim of this study was to develop an optimal model by using RSM (response surface methodology) and ANN (artificial neural network) approach which can describe the influence of ethanol concentration, temperature and time on the extraction of rosmarinic acid from aerial parts of S. kitaibelii.", publisher = "International Association for Pharmaceutical Technology, Mainz, Germany", journal = "12th World Meeting on Pharmaceutics, Biopharmaceutics and Pharmaceutical Technology 11-14 May", title = "Comparison of artificial neural networks and response surface methodology for efficient extraction of rosmarinic acid from Satureja kitaibelii", pages = "1-2", url = "https://hdl.handle.net/21.15107/rcub_farfar_5307" }
Mudrić, J., Arsenijević, J., Maksimović, Z., Ibrić, S.,& Đuriš, J.. (2021). Comparison of artificial neural networks and response surface methodology for efficient extraction of rosmarinic acid from Satureja kitaibelii. in 12th World Meeting on Pharmaceutics, Biopharmaceutics and Pharmaceutical Technology 11-14 May International Association for Pharmaceutical Technology, Mainz, Germany., 1-2. https://hdl.handle.net/21.15107/rcub_farfar_5307
Mudrić J, Arsenijević J, Maksimović Z, Ibrić S, Đuriš J. Comparison of artificial neural networks and response surface methodology for efficient extraction of rosmarinic acid from Satureja kitaibelii. in 12th World Meeting on Pharmaceutics, Biopharmaceutics and Pharmaceutical Technology 11-14 May. 2021;:1-2. https://hdl.handle.net/21.15107/rcub_farfar_5307 .
Mudrić, Jelena, Arsenijević, Jelena, Maksimović, Zoran, Ibrić, Svetlana, Đuriš, Jelena, "Comparison of artificial neural networks and response surface methodology for efficient extraction of rosmarinic acid from Satureja kitaibelii" in 12th World Meeting on Pharmaceutics, Biopharmaceutics and Pharmaceutical Technology 11-14 May (2021):1-2, https://hdl.handle.net/21.15107/rcub_farfar_5307 .