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optimization and analysis of ultrasound-assisted extraction of bioactive polyphenols from garcinia indica using rsm and anfis modeling and its anticancer activity
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نویسنده
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kunjiappan selvaraj ,panneerselvam theivendren ,govindaraj saravanan ,kannan suthendran ,parasuraman pavadai ,arunachalam sankarganesh ,sankaranarayanan murugesan ,baskararaj suraj ,palanisamy ponnusamy ,ammunje damodar nayak
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منبع
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journal of the iranian chemical society - 2020 - دوره : 17 - شماره : 4 - صفحه:789 -801
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چکیده
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Therapeutically important bioactive polyphenols were efficiently extracted from garcinia indica using ultrasound-assisted extraction (uae) technique and investigated for its antioxidant and anticancer activities. response surface methodology-based central composite face-centered experimental design and adaptive neuro-fuzzy inference system were efficiently applied to optimize the effect of uae parameters for maximum recovery of bioactive polyphenols. the effect of process depending on variables such as ultrasound intensity (x1), methanol concentration (x2), pulse cycle (x3), particle size (x4) and temperature (x5) was studied to obtain highest yields of total phenolic contents (tpc), total flavonoid contents (tfc) and antioxidants. under optimal condition, the effective combination of variables was observed in the range of x1: 80 w cm−2, x2: 75%, x3: 0.2, x4: 0.1–0.25 mm and x5: 60 °c. under this optimum condition, the highest yields of tpc and tfc were found to be 698.4–732.76 mg gallic acid equivalent/g and 67.1–72.67 mg rutin equivalent/g of extract. in addition, their antioxidant activities were found to be 62.5–68.31% 1,1-diphenyl-2-picrylhydrazyl scavenging (dpphsc), 65.26–69.08% 2,2′-azino-bis (ethylbenzothiazoline-6-sulfonic acid scavenging (abtssc) and ferric-reducing antioxidant potential value of 68.5–70.12 μg mol (fe(ii))/g. experimental and predicted values were found to be identical under this optimum circumstance. further, biological screening of optimally obtained extract displayed a significant anticancer activity against human adenoma breast cancer cells.
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کلیدواژه
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central composite face-centered design ,adaptive neuro-fuzzy inference system ,response surface methodology ,polyphenols ,flavonoids ,antioxidant ,breast cancer
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آدرس
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kalasalingam academy of research and education, department of biotechnology, india, saraswathi college of pharmacy, department of pharmaceutical chemistry, india, mnr college of pharmacy, department of pharmaceutical chemistry, india, kalasalingam academy of research and education, national cyber defence research centre, india, m s ramaiah university of applied sciences, gnanagangothri campus, faculty of pharmacy, department of pharmaceutical chemistry, india, kalasalingam academy of research and education, department of biotechnology, india, birla institute of technology and science, department of pharmacy, india, kalasalingam academy of research and education, department of biotechnology, india, vellore institute of technology, school of mechanical engineering, india, m s ramaiah university of applied sciences, gnanagangothri campus, faculty of pharmacy, department of pharmacology, india
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Authors
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