From modeling and optimizing extraction of peels beetroot (Beta vulgaris L.) betalains to in silico probing of their antibacterial multitarget mechanisms

被引:10
作者
Chaari, Moufida [1 ]
Akermi, Sarra [1 ]
Elhadef, Khaoula [1 ]
Ennouri, Karim [2 ]
Hlima, Hajer Ben [3 ]
Fourati, Mariam [1 ]
Chakchouk-Mtibaa, Ahlem [1 ]
Sarka, Tanmay [4 ]
Shariati, Mohammed Ali [5 ]
Mellouli, Lotfi [1 ]
Smaoui, Slim [1 ]
机构
[1] Univ Sfax, Ctr Biotechnol Sfax CBS, Lab Microbial Biotechnol & Engn Enzymes LMBEE, Rd Sidi Mansour Km 6,POB 1177, Sfax 3018, Tunisia
[2] Sfax Univ, Olive Tree Inst, Lab Ameliorat & Protect Olive Genet Resources, Sfax, Tunisia
[3] Univ Sfax, Natl Sch Engn Sfax, Biol Engn Dept, Lab Enzymat Engn & Microbiol,Algae Biotechnol Uni, Sfax 3038, Tunisia
[4] Jadavpur Univ, Fac Engn & Technol, Dept Food Technol & Biochem Engn, Kolkata 700032, India
[5] First Cossack Univ, KG Razumovsky Moscow State Univ Technol & Managem, Dept Sci Res, 73 Zemlyanoy Val St, Moscow 109004, Russia
关键词
Beta vulgaris L; Betalains; Optimization; Molecular docking; Replication and transcription inhibition; Membrane permeability; COMPRESSIVE STRENGTH; TRANSCRIPTION; OPTIMIZATION; PREDICTION;
D O I
10.1007/s13399-022-03140-6
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
The heartening applications of betalains in food, pharmaceutical, and cosmetic sectors impose their strengthening by a suitable extraction protocol. Likewise, the antibacterial activity of beetroot betalains represents an option to develop the next-generation of antibacterial agents treating the wide bacterial infection spectrum. This study aimed to model and optimize the ethanloic extract of beetroot peels in betacyanin (Bc) and betaxanthin (Bx) and their activity against two foodborne pathogen bacteria (Staphylococcus aureus and Salmonella enterica) by using RSM (response surface methodology) and ANN (artificial neural network). The input variables considered were sample-to-solvent ratio, temperature, and extraction time. The higher Bc (5.87 g/L) and Bx (10.18 g/L) contents, and anti-Staphylococcus aureus (17.52 mm) and anti-Salmonella enterica (15.14 mm) activities were recorded at: sample-to-solvent ratio of 1:36, temperature of 44.54 degrees C, and extraction time equal to 93.03 min. Statistical analyses indicated that the models derived using RSM and ANN can be used to predict each response. Based on the coefficient of determination and mean square error, ANN model was found to be superior compared to RSM in the prediction of all responses. Molecular docking simulation stipulated that Bc and Bx could target multiple bacterial pathways including membrane permeability disruption by inhibiting MepR and AcrB efflux pump of S. aureus and S. enterica respectively. Both bioactive molecules showed a conceivable impairment of pathogenic bacteria replication and transcription vital processes by impeding DNA and RNA polymerase activities. These findings indicated that beet peel extracts can provide an excellent source of betalains for the color industry.
引用
收藏
页码:14731 / 14754
页数:24
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