Optimization and analysis of ultrasound-assisted extraction of bioactive polyphenols from Garcinia indica using RSM and ANFIS modeling and its anticancer activity

被引:17
作者
Kunjiappan, Selvaraj [1 ]
Panneerselvam, Theivendren [2 ]
Govindaraj, Saravanan [3 ]
Kannan, Suthendran [4 ]
Parasuraman, Pavadai [5 ]
Arunachalam, Sankarganesh [1 ]
Sankaranarayanan, Murugesan [6 ]
Baskararaj, Suraj [1 ]
Palanisamy, Ponnusamy [7 ]
Ammunje, Damodar Nayak [8 ]
机构
[1] Kalasalingam Acad Res & Educ, Dept Biotechnol, Krishnankoil 626126, Tamil Nadu, India
[2] Saraswathi Coll Pharm, Dept Pharmaceut Chem, Hapur 245304, Uttar Pradesh, India
[3] MNR Coll Pharm, Dept Pharmaceut Chem, Sangareddy 502294, Telangana, India
[4] Kalasalingam Acad Res & Educ, Natl Cyber Def Res Ctr, Krishnankoil 626126, Tamil Nadu, India
[5] MS Ramaiah Univ Appl Sci, Fac Pharm, Dept Pharmaceut Chem, Gnanagangothri Campus, Bengaluru 560054, India
[6] Birla Inst Technol & Sci, Dept Pharm, Pilani 333031, Rajasthan, India
[7] Vellore Inst Technol, Sch Mech Engn, Vellore 632014, Tamil Nadu, India
[8] MS Ramaiah Univ Appl Sci, Dept Pharmacol, Fac Pharm, Gnanagangothri Campus, Bengaluru 560054, India
关键词
Central composite face-centered design; Adaptive neuro-fuzzy inference system; Response surface methodology; Polyphenols; Flavonoids; Antioxidant; Breast cancer; ANTIOXIDANT ACTIVITY; SOLVENT;
D O I
10.1007/s13738-019-01812-1
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
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 (X-1), methanol concentration (X-2), pulse cycle (X-3), particle size (X-4) and temperature (X-5) 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 X-1: 80 W cm(-2), X-2: 75%, X-3: 0.2, X-4: 0.1-0.25 mm and X-5: 60 degrees 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 mu g 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.
引用
收藏
页码:789 / 801
页数:13
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