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Reverse micellar extraction of papain with cationic detergent based system: An optimization approach
In this study, reverse micellar extraction of papain model system was performed using cetyltrimethylammonium bromide (CTAB)/iso-octane/hexanol/butanol system to optimize the forward and back extraction efficiency (BEE). A maximum forward extraction efficiency of 55.0, 61.0, and 54% was achieved with...
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Published in: | Preparative biochemistry & biotechnology 2017-03, Vol.47 (3), p.236-244 |
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description | In this study, reverse micellar extraction of papain model system was performed using cetyltrimethylammonium bromide (CTAB)/iso-octane/hexanol/butanol system to optimize the forward and back extraction efficiency (BEE). A maximum forward extraction efficiency of 55.0, 61.0, and 54% was achieved with an aqueous phase pH of 11.0, 150 mM CTAB/iso-octane and 0.1 M NaCl, respectively. Taguchi's orthogonal array was applied to optimize the pH of stripping phase, concentration of isopropyl alcohol (IPA) and potassium chloride (KCl) for maximizing BEE. The optimal levels of stripping phase pH, concentration of IPA and KCl were found to be 6, 20% (v/v), and 0.8 M, respectively. Under these optimal levels, the BEE was found to be 88% after which enzyme activity was recovered with 2.5-fold purification. Further optimization was performed using artificial neural network-linked genetic algorithm, where the BEE was improved to 90.52% with pH 6, IPA (%) = 19.938, and KCl (M) = 0.729. |
doi_str_mv | 10.1080/10826068.2016.1201685 |
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A maximum forward extraction efficiency of 55.0, 61.0, and 54% was achieved with an aqueous phase pH of 11.0, 150 mM CTAB/iso-octane and 0.1 M NaCl, respectively. Taguchi's orthogonal array was applied to optimize the pH of stripping phase, concentration of isopropyl alcohol (IPA) and potassium chloride (KCl) for maximizing BEE. The optimal levels of stripping phase pH, concentration of IPA and KCl were found to be 6, 20% (v/v), and 0.8 M, respectively. Under these optimal levels, the BEE was found to be 88% after which enzyme activity was recovered with 2.5-fold purification. 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A maximum forward extraction efficiency of 55.0, 61.0, and 54% was achieved with an aqueous phase pH of 11.0, 150 mM CTAB/iso-octane and 0.1 M NaCl, respectively. Taguchi's orthogonal array was applied to optimize the pH of stripping phase, concentration of isopropyl alcohol (IPA) and potassium chloride (KCl) for maximizing BEE. The optimal levels of stripping phase pH, concentration of IPA and KCl were found to be 6, 20% (v/v), and 0.8 M, respectively. Under these optimal levels, the BEE was found to be 88% after which enzyme activity was recovered with 2.5-fold purification. Further optimization was performed using artificial neural network-linked genetic algorithm, where the BEE was improved to 90.52% with pH 6, IPA (%) = 19.938, and KCl (M) = 0.729.</description><subject>Artificial neural network-linked genetic algorithm</subject><subject>back extraction efficiency</subject><subject>Carica - enzymology</subject><subject>Carica - metabolism</subject><subject>Cations - chemistry</subject><subject>Cetrimonium Compounds - chemistry</subject><subject>Detergents - chemistry</subject><subject>Efficiency</subject><subject>Genetic algorithms</subject><subject>Micelles</subject><subject>Neural networks</subject><subject>Neural Networks (Computer)</subject><subject>Optimization</subject><subject>papain</subject><subject>Papain - isolation & purification</subject><subject>Papain - metabolism</subject><subject>reverse micellar extraction</subject><subject>Salts - chemistry</subject><subject>Taguchi orthogonal array</subject><issn>1082-6068</issn><issn>1532-2297</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2017</creationdate><recordtype>article</recordtype><recordid>eNqFkU9v1DAQxS0Eon_gI4AsceGSZewktsOJqqKAVAkJwdly7TF1lcTB9rYsnx6nu-XAAS4zI-v3ZvT8CHnBYMNAwZtauAChNhyY2LC1qv4ROWZ9yxvOB_m4zpVpVuiInOR8A8AGydRTcsRl2zHR8mPivuAtpox0ChbH0SSKP0sytoQ40-jpYhYTZnoXyjW1Zn0NljosmL7jXOiVyeho3uWC01t6ViVLCVP4dU9SsywpGnv9jDzxZsz4_NBPybeL91_PPzaXnz98Oj-7bGzHZWmUGKxUzIlBYCcAVGc4DBxt7xA4N15J783QW-WkAvCsRT6gMK6vbqRX7Sl5vd9bz_7YYi56Cvne1oxxmzUbgFXnvNr_L1p_V0LLVFvRV3-hN3Gb5mqkUlJ0EqDjler3lE0x54ReLylMJu00A70mph8S02tW-pBY1b08bN9eTej-qB4iqsC7PRBmH9Nk7mIanS5mN8bkk5ltyLr9943f5TKkQg</recordid><startdate>20170316</startdate><enddate>20170316</enddate><creator>Prabhu A., Ashish</creator><creator>Chityala, Sushma</creator><creator>Garg, Yachna</creator><creator>Venkata Dasu, V.</creator><general>Taylor & Francis</general><general>Taylor & Francis Ltd</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7QL</scope><scope>7QO</scope><scope>7QR</scope><scope>7T7</scope><scope>7TK</scope><scope>7TM</scope><scope>8FD</scope><scope>C1K</scope><scope>FR3</scope><scope>M7N</scope><scope>P64</scope><scope>7X8</scope></search><sort><creationdate>20170316</creationdate><title>Reverse micellar extraction of papain with cationic detergent based system: An optimization approach</title><author>Prabhu A., Ashish ; 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A maximum forward extraction efficiency of 55.0, 61.0, and 54% was achieved with an aqueous phase pH of 11.0, 150 mM CTAB/iso-octane and 0.1 M NaCl, respectively. Taguchi's orthogonal array was applied to optimize the pH of stripping phase, concentration of isopropyl alcohol (IPA) and potassium chloride (KCl) for maximizing BEE. The optimal levels of stripping phase pH, concentration of IPA and KCl were found to be 6, 20% (v/v), and 0.8 M, respectively. Under these optimal levels, the BEE was found to be 88% after which enzyme activity was recovered with 2.5-fold purification. Further optimization was performed using artificial neural network-linked genetic algorithm, where the BEE was improved to 90.52% with pH 6, IPA (%) = 19.938, and KCl (M) = 0.729.</abstract><cop>England</cop><pub>Taylor & Francis</pub><pmid>27341632</pmid><doi>10.1080/10826068.2016.1201685</doi><tpages>9</tpages></addata></record> |
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subjects | Artificial neural network-linked genetic algorithm back extraction efficiency Carica - enzymology Carica - metabolism Cations - chemistry Cetrimonium Compounds - chemistry Detergents - chemistry Efficiency Genetic algorithms Micelles Neural networks Neural Networks (Computer) Optimization papain Papain - isolation & purification Papain - metabolism reverse micellar extraction Salts - chemistry Taguchi orthogonal array |
title | Reverse micellar extraction of papain with cationic detergent based system: An optimization approach |
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