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Volumn 69, Issue , 2012, Pages 144-154

A multi-level meta-heuristic algorithm for the optimisation of antibody purification processes

Author keywords

Antibody purification; Biopharmaceutical manufacturing processes; Genetic algorithms; Multi product facility design; Process economics

Indexed keywords

ANTIBODY PURIFICATION; CHROMATOGRAPHY COLUMNS; COST TARGETS; COST VALUES; DECISION MAKING PROCESS; FACILITY DESIGNS; FLEXIBLE PROCESS; INDUSTRIAL CASE STUDY; MANUFACTURING PROCESS; META HEURISTIC ALGORITHM; META-HEURISTIC OPTIMISATION; MULTI-PRODUCTS; MULTIPLE PROCESS; OPTIMAL SOLUTIONS; OPTIMISATIONS; PROCESS ECONOMICS; PRODUCT SEQUENCE; PRODUCT SPECIFICATIONS; THERAPEUTIC MONOCLONAL ANTIBODIES;

EID: 84869012019     PISSN: 1369703X     EISSN: 1873295X     Source Type: Journal    
DOI: 10.1016/j.bej.2012.08.013     Document Type: Article
Times cited : (29)

References (43)
  • 1
    • 77953655955 scopus 로고    scopus 로고
    • Industrialization of mAb production technology: the bioprocessing industry at a crossroads
    • Kelley B. Industrialization of mAb production technology: the bioprocessing industry at a crossroads. mAbs 2009, 1:443-452.
    • (2009) mAbs , vol.1 , pp. 443-452
    • Kelley, B.1
  • 2
    • 27144553142 scopus 로고    scopus 로고
    • Flexibility-the guiding principle for antibody manufacturing
    • Carson K.L. Flexibility-the guiding principle for antibody manufacturing. Nat. Biotechnol. 2005, 23:1054-1058.
    • (2005) Nat. Biotechnol. , vol.23 , pp. 1054-1058
    • Carson, K.L.1
  • 3
    • 0033856005 scopus 로고    scopus 로고
    • Single versus multiple bioreactor scale-up: economy for high-value products
    • Rouf S.A., Moo-Young M., Scharer J.M., Douglas P.L. Single versus multiple bioreactor scale-up: economy for high-value products. Biochem. Eng. J. 2000, 6:25-31.
    • (2000) Biochem. Eng. J. , vol.6 , pp. 25-31
    • Rouf, S.A.1    Moo-Young, M.2    Scharer, J.M.3    Douglas, P.L.4
  • 4
    • 77951979046 scopus 로고    scopus 로고
    • Recent advances in large-scale production of monoclonal antibodies and related proteins
    • Shukla A., Thommes J. Recent advances in large-scale production of monoclonal antibodies and related proteins. Trends Biotechnol. 2010, 28:253-261.
    • (2010) Trends Biotechnol. , vol.28 , pp. 253-261
    • Shukla, A.1    Thommes, J.2
  • 5
    • 33847102715 scopus 로고    scopus 로고
    • Alternatives to chromatographic separations
    • Thommes J., Etzel M. Alternatives to chromatographic separations. Biotechnol. Prog. 2007, 23:42-45.
    • (2007) Biotechnol. Prog. , vol.23 , pp. 42-45
    • Thommes, J.1    Etzel, M.2
  • 6
    • 56249142737 scopus 로고    scopus 로고
    • A methodology for the comparative evaluation of alternative bioseparation technologies
    • Tran R., Zhou Y., Lacki K.M., Titchener-Hooker N.J. A methodology for the comparative evaluation of alternative bioseparation technologies. Biotechnol. Prog. 2008, 24:1007-1025.
    • (2008) Biotechnol. Prog. , vol.24 , pp. 1007-1025
    • Tran, R.1    Zhou, Y.2    Lacki, K.M.3    Titchener-Hooker, N.J.4
  • 7
    • 33646041909 scopus 로고    scopus 로고
    • Basic concepts in Q membrane chromatography for large-scale antibody production
    • Zhou J.X., Tressel T. Basic concepts in Q membrane chromatography for large-scale antibody production. Biotechnol. Prog. 2006, 22:341-349.
    • (2006) Biotechnol. Prog. , vol.22 , pp. 341-349
    • Zhou, J.X.1    Tressel, T.2
  • 8
    • 80053927073 scopus 로고    scopus 로고
    • Process and economic evaluation for monoclonal antibody purification using a membrane-only process
    • Varadaraju H., Schneiderman S., Zhang L., Fong H., Menkhaus T.J. Process and economic evaluation for monoclonal antibody purification using a membrane-only process. Biotechnol. Prog. 2011, 27:1297-1305.
    • (2011) Biotechnol. Prog. , vol.27 , pp. 1297-1305
    • Varadaraju, H.1    Schneiderman, S.2    Zhang, L.3    Fong, H.4    Menkhaus, T.J.5
  • 9
    • 84866384044 scopus 로고    scopus 로고
    • Downstream factors that will continue to constrain manufacturing through 2013
    • Winter
    • Langer E. Downstream factors that will continue to constrain manufacturing through 2013. Bioprocess. J. 2009, (Winter):22-26.
    • (2009) Bioprocess. J. , pp. 22-26
    • Langer, E.1
  • 10
    • 84890681844 scopus 로고    scopus 로고
    • Antibody purification drivers of change
    • John Wiley & Sons, Inc., New Jersey, U. Gottschalk (Ed.)
    • Pujar N.S., Low D., O'Leary R. Antibody purification drivers of change. Process Scale Purification of Antibodies 2009, 407-426. John Wiley & Sons, Inc., New Jersey. U. Gottschalk (Ed.).
    • (2009) Process Scale Purification of Antibodies , pp. 407-426
    • Pujar, N.S.1    Low, D.2    O'Leary, R.3
  • 12
    • 72449157567 scopus 로고    scopus 로고
    • The distinctive separation attributes of mixed-mode resins and their application in monoclonal antibody downstream purification process
    • Chen J., Tetrault J., Zhang Y., Wasserman A., Conley G., DiLeo M., Haimes E., Nixon A.E., Ley A. The distinctive separation attributes of mixed-mode resins and their application in monoclonal antibody downstream purification process. J. Chromatogr. A 2010, 1217:216-224.
    • (2010) J. Chromatogr. A , vol.1217 , pp. 216-224
    • Chen, J.1    Tetrault, J.2    Zhang, Y.3    Wasserman, A.4    Conley, G.5    DiLeo, M.6    Haimes, E.7    Nixon, A.E.8    Ley, A.9
  • 14
    • 46149116774 scopus 로고    scopus 로고
    • Improved antibody aggregate removal by hydroxyapatite chromatography in the presence of polyethylene glycol
    • Gagnon P. Improved antibody aggregate removal by hydroxyapatite chromatography in the presence of polyethylene glycol. J. Immunol. Methods 2008, 336:222-228.
    • (2008) J. Immunol. Methods , vol.336 , pp. 222-228
    • Gagnon, P.1
  • 15
    • 34548180271 scopus 로고    scopus 로고
    • Use of an alternative scale-down approach to predict and extend hydroxyapatite column lifetimes
    • McCue J.T., Cecchini D., Hawkins K., Dolinski E. Use of an alternative scale-down approach to predict and extend hydroxyapatite column lifetimes. J. Chromatogr. A 2007, 1165:78-85.
    • (2007) J. Chromatogr. A , vol.1165 , pp. 78-85
    • McCue, J.T.1    Cecchini, D.2    Hawkins, K.3    Dolinski, E.4
  • 16
    • 77953425069 scopus 로고    scopus 로고
    • Development of a high-capacity MAb capture step based on cation-exchange chromatography
    • May
    • Lain B., Cacciuttolo M.A., Zarbis-Papastoitsis G. Development of a high-capacity MAb capture step based on cation-exchange chromatography. Bioprocess Int. 2009, (May):26-34.
    • (2009) Bioprocess Int. , pp. 26-34
    • Lain, B.1    Cacciuttolo, M.A.2    Zarbis-Papastoitsis, G.3
  • 17
    • 78149462005 scopus 로고    scopus 로고
    • Defining process design space for a hydrophobic interaction chromatography (HIC) purification step: application of quality by design (QbD) principles
    • Jiang C., Flansburg L., Ghose S., Jorjorian P., Shukla A.A. Defining process design space for a hydrophobic interaction chromatography (HIC) purification step: application of quality by design (QbD) principles. Biotechnol. Bioeng. 2010, 107:985-997.
    • (2010) Biotechnol. Bioeng. , vol.107 , pp. 985-997
    • Jiang, C.1    Flansburg, L.2    Ghose, S.3    Jorjorian, P.4    Shukla, A.A.5
  • 18
    • 0346219399 scopus 로고    scopus 로고
    • Factorial screening of antibody purification processes using three chromatography steps without protein A
    • Follman D.K., Fahrner R.L. Factorial screening of antibody purification processes using three chromatography steps without protein A. J. Chromatogr. A 2004, 1024:79-85.
    • (2004) J. Chromatogr. A , vol.1024 , pp. 79-85
    • Follman, D.K.1    Fahrner, R.L.2
  • 20
    • 38449106730 scopus 로고    scopus 로고
    • Maximizing productivity of chromatography steps for purification of monoclonal antibodies
    • Tugcu N., Roush D.J., Goklen K.E. Maximizing productivity of chromatography steps for purification of monoclonal antibodies. Biotechnol. Bioeng. 2007, 99:599-613.
    • (2007) Biotechnol. Bioeng. , vol.99 , pp. 599-613
    • Tugcu, N.1    Roush, D.J.2    Goklen, K.E.3
  • 22
    • 16344374342 scopus 로고    scopus 로고
    • Decision-support tool for assessing biomanufacturing strategies under uncertainty: stainless steel versus disposable equipment for clinical trial material preparation
    • Farid S.S., Washbrook J., Titchener-Hooker N.J. Decision-support tool for assessing biomanufacturing strategies under uncertainty: stainless steel versus disposable equipment for clinical trial material preparation. Biotechnol. Prog. 2005, 21:486-497.
    • (2005) Biotechnol. Prog. , vol.21 , pp. 486-497
    • Farid, S.S.1    Washbrook, J.2    Titchener-Hooker, N.J.3
  • 23
    • 34248657946 scopus 로고    scopus 로고
    • Modelling biopharmaceutical manufacture: design and implementation of SimBiopharma
    • Farid S.S., Washbrook J., Titchener-Hooker N.J. Modelling biopharmaceutical manufacture: design and implementation of SimBiopharma. Comput. Chem. Eng. 2007, 31:1141-1158.
    • (2007) Comput. Chem. Eng. , vol.31 , pp. 1141-1158
    • Farid, S.S.1    Washbrook, J.2    Titchener-Hooker, N.J.3
  • 25
    • 33644896550 scopus 로고    scopus 로고
    • A computer-aided approach to compare the production economics of fed-batch and perfusion culture under uncertainty
    • Lim A.C., Washbrook J., Titchener-Hooker N.J., Farid S.S. A computer-aided approach to compare the production economics of fed-batch and perfusion culture under uncertainty. Biotechnol. Bioeng. 2006, 93:687-697.
    • (2006) Biotechnol. Bioeng. , vol.93 , pp. 687-697
    • Lim, A.C.1    Washbrook, J.2    Titchener-Hooker, N.J.3    Farid, S.S.4
  • 27
    • 33744800279 scopus 로고    scopus 로고
    • A framework for assessing the solutions in chromatographic process design and operation for large-scale manufacture
    • Joseph J.R., Sinclair A., Tichener-Hooker N.J., Zhou Y. A framework for assessing the solutions in chromatographic process design and operation for large-scale manufacture. J. Chem. Technol. Biotechnol. 2006, 81:1009-1020.
    • (2006) J. Chem. Technol. Biotechnol. , vol.81 , pp. 1009-1020
    • Joseph, J.R.1    Sinclair, A.2    Tichener-Hooker, N.J.3    Zhou, Y.4
  • 29
    • 84864864637 scopus 로고    scopus 로고
    • Decisional tool to assess current and future process robustness in an antibody purification facility
    • Stonier A., Simaria A.S., Smith M., Farid S.S. Decisional tool to assess current and future process robustness in an antibody purification facility. Biotechnol. Prog. 2012, 28:1019-1028.
    • (2012) Biotechnol. Prog. , vol.28 , pp. 1019-1028
    • Stonier, A.1    Simaria, A.S.2    Smith, M.3    Farid, S.S.4
  • 30
    • 2442614941 scopus 로고    scopus 로고
    • Efficient MILP formulations for the optimal synthesis of chromatographic protein purification processes
    • Vasquez-Alvarez E., Pinto J.M. Efficient MILP formulations for the optimal synthesis of chromatographic protein purification processes. J. Biotechnol. 2004, 110:295-311.
    • (2004) J. Biotechnol. , vol.110 , pp. 295-311
    • Vasquez-Alvarez, E.1    Pinto, J.M.2
  • 31
  • 32
    • 82955249265 scopus 로고    scopus 로고
    • Optimal synthesis of chromatographic trains for downstream protein processing
    • Polykarpou E., Dalby P., Papageorgiou L.G. Optimal synthesis of chromatographic trains for downstream protein processing. Biotechnol. Prog. 2011, 27:653-1660.
    • (2011) Biotechnol. Prog. , vol.27 , pp. 653-1660
    • Polykarpou, E.1    Dalby, P.2    Papageorgiou, L.G.3
  • 33
    • 84855946134 scopus 로고    scopus 로고
    • A systematic synthesis and design methodology to achieve process intensification in (bio) chemical processes
    • Lutze P., Román-Martinez A., Woodleya J.M., Gani R. A systematic synthesis and design methodology to achieve process intensification in (bio) chemical processes. Comput. Chem. Eng. 2012, 36:189-207.
    • (2012) Comput. Chem. Eng. , vol.36 , pp. 189-207
    • Lutze, P.1    Román-Martinez, A.2    Woodleya, J.M.3    Gani, R.4
  • 34
    • 84864955333 scopus 로고    scopus 로고
    • Hybrid simulation-optimization based approach for the optimal design of single-product biotechnological processes
    • Brunet R., Guillen-Gosalbez G., Perez-Correa J.P., Caballero J.A., Jimenez L. Hybrid simulation-optimization based approach for the optimal design of single-product biotechnological processes. Comput. Chem. Eng. 2012, 46:205-216.
    • (2012) Comput. Chem. Eng. , vol.46 , pp. 205-216
    • Brunet, R.1    Guillen-Gosalbez, G.2    Perez-Correa, J.P.3    Caballero, J.A.4    Jimenez, L.5
  • 35
    • 57249108722 scopus 로고    scopus 로고
    • Stochastic combinatorial optimization approach to biopharmaceutical portfolio management
    • George E.D., Farid S.S. Stochastic combinatorial optimization approach to biopharmaceutical portfolio management. Ind. Eng. Chem. Res. 2008, 47:8762-8774.
    • (2008) Ind. Eng. Chem. Res. , vol.47 , pp. 8762-8774
    • George, E.D.1    Farid, S.S.2
  • 36
    • 1842840111 scopus 로고    scopus 로고
    • Optimization of fed-batch bioreactors using genetic algorithm: multiple control variables
    • Sarkar D., Modak J.M. Optimization of fed-batch bioreactors using genetic algorithm: multiple control variables. Comput. Chem. Eng. 2004, 28:789-798.
    • (2004) Comput. Chem. Eng. , vol.28 , pp. 789-798
    • Sarkar, D.1    Modak, J.M.2
  • 37
    • 9244249149 scopus 로고    scopus 로고
    • Modelling and optimization of fed-batch fermentation processes using dynamic neural networks and genetic algorithms
    • Chen L., Nguang S.K., Chen X.D., Li X.M. Modelling and optimization of fed-batch fermentation processes using dynamic neural networks and genetic algorithms. Biochem. Eng. J. 2004, 22:51-61.
    • (2004) Biochem. Eng. J. , vol.22 , pp. 51-61
    • Chen, L.1    Nguang, S.K.2    Chen, X.D.3    Li, X.M.4
  • 39
    • 0347537910 scopus 로고    scopus 로고
    • Application of multiobjective optimization in the design and operation of reactive SMB and its experimental verification
    • Yu W., Hihajat K., Ray A.K. Application of multiobjective optimization in the design and operation of reactive SMB and its experimental verification. Ind. Eng. Chem. Res. 2003, 42:6823-6831.
    • (2003) Ind. Eng. Chem. Res. , vol.42 , pp. 6823-6831
    • Yu, W.1    Hihajat, K.2    Ray, A.K.3
  • 40
    • 0037424563 scopus 로고    scopus 로고
    • Multiobjective optimization of simulated moving bed and Varicol processes using a genetic algorithm
    • Zhang Z., Mazzotti M., Morbidelli M. Multiobjective optimization of simulated moving bed and Varicol processes using a genetic algorithm. J. Chromatogr. A 2003, 989:95-108.
    • (2003) J. Chromatogr. A , vol.989 , pp. 95-108
    • Zhang, Z.1    Mazzotti, M.2    Morbidelli, M.3
  • 41
    • 53549102758 scopus 로고    scopus 로고
    • Multi-objective optimisation of batch separation processes
    • Barakat T.M.M., Fraga E.S., Sorensen E. Multi-objective optimisation of batch separation processes. Chem. Eng. Process. 2008, 47:2303-2314.
    • (2008) Chem. Eng. Process. , vol.47 , pp. 2303-2314
    • Barakat, T.M.M.1    Fraga, E.S.2    Sorensen, E.3
  • 42
    • 73349111909 scopus 로고    scopus 로고
    • A multi-objective genetic algorithm for the design of pressure swing adsorption
    • Fiandaca G., Fraga E.S., Brandani S. A multi-objective genetic algorithm for the design of pressure swing adsorption. Eng. Optimiz. 2009, 41:833-854.
    • (2009) Eng. Optimiz. , vol.41 , pp. 833-854
    • Fiandaca, G.1    Fraga, E.S.2    Brandani, S.3


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