BACKGROUNDHaskap berries (Lonicera caerulea L.) are rich in anthocyanins. Cold plasma-assisted enzyme method (CPEM) is an innovative method for green extraction of anthocyanins, which was optimized by an artificial neural network-genetic algorithm (ANN-GA) to maximize the yield. In this study, seven factors were screened using by Plackett-Burman design based on single-factor experiments and optimized by ANN-GA. RESULTSThe results showed that the maximum total anthocyanin content (TAC, 42.45 +/- 0.25 g cyanidin-3-glucoside equivalent (C3G) kg(-1) dry weight, DW) was obtained under optimal pretreatment power of 192 W, pretreatment time of 29 s and liquid-to-solid ratio of 39 mL g(-1). Cleavage and porosity appeared on the surface of the treated sample. The active ingredients and antioxidant capacity of the CPEM extracts were identified by ultra-performance liquid chromatography with quadrupole time-of-flight mass spectrometry (UPLC-Q-TOF-MS). Compared with other extraction technologies, CPEM presents the advantages of shortening the extraction time, reducing the solvent volume, and significantly increasing active ingredients and antioxidant activity. CONCLUSIONThe ANN-GA has better predictive and higher accuracy than the response surface methodology (RSM) model and is more suitable for optimizing the CPEM by greatly improving the process yield and the utilization of biomass, thus contributing to the sustainability of the agri-food chain. (c) 2022 Society of Chemical Industry.
机构:
Univ Beira Interior, Res Unit Text & Paper Mat, P-6201001 Covilha, PortugalUniv Beira Interior, Res Unit Text & Paper Mat, P-6201001 Covilha, Portugal
Gaiolas, Carla
Costa, Ana Paula
论文数: 0引用数: 0
h-index: 0
机构:
Univ Beira Interior, Res Unit Text & Paper Mat, P-6201001 Covilha, PortugalUniv Beira Interior, Res Unit Text & Paper Mat, P-6201001 Covilha, Portugal
Costa, Ana Paula
论文数: 引用数:
h-index:
机构:
Silva, Manuel Santos
Thielemans, Wim
论文数: 0引用数: 0
h-index: 0
机构:
Univ Nottingham, Sch Chem, Nottingham NG7 2RD, England
Univ Nottingham, Proc & Environm Res Div, Fac Engn, Nottingham NG7 2RD, EnglandUniv Beira Interior, Res Unit Text & Paper Mat, P-6201001 Covilha, Portugal
Thielemans, Wim
Amaral, Maria Emilia
论文数: 0引用数: 0
h-index: 0
机构:
Univ Beira Interior, Res Unit Text & Paper Mat, P-6201001 Covilha, PortugalUniv Beira Interior, Res Unit Text & Paper Mat, P-6201001 Covilha, Portugal