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Guo L, Zhao J, An Z, Kim S, Kim J, Yu Y, Middelberg A, Bi J, Marković M, Kim JK, Yoo PJ, Choe WS. Harnessing Liquid Crystal Sensors for High-Throughput Real-Time Detection of Structural Changes in Lysozyme during Refolding Processes. Anal Chem 2023; 95:17603-17612. [PMID: 37973790 DOI: 10.1021/acs.analchem.3c03272] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2023]
Abstract
Despite the rapid advances in process analytical technology, the assessment of protein refolding efficiency has largely relied on off-line protein-specific assays and/or chromatographic procedures such as reversed-phase high-performance liquid chromatography and size exclusion chromatography. Due to the inherent time gap pertaining to traditional methods, exploring optimum refolding conditions for many recombinant proteins, often expressed as insoluble inclusion bodies, has proven challenging. The present study describes a novel protein refolding sensor that utilizes liquid crystals (LCs) to discriminate varying protein structures during unfolding and refolding. An LC layer containing 4-cyano-4'-pentylbiphenyl (5CB) intercalated with 1,2-dioleoyl-sn-glycero-3-phosphoethanolamine (DOPE) is used as a sensing platform, and its proof-of-concept performance is demonstrated using lysozyme as a model protein. As proteins unfold or refold, a local charge fluctuation at their surfaces modulates their interaction with zwitterionic phospholipid DOPE. This alters the alignment of DOPE molecules at the aqueous/LC interface, affecting the orientational ordering of bulk LC (i.e., homeotropic to planar for refolding and planar to homeotropic for unfolding). Differential polarized optical microscope images of the LC layer are subsequently generated, whose brightness directly linked to conformational changes of lysozyme molecules is quantified by gray scale analysis. Importantly, our LC-based refolding sensor is compatible with diverse refolding milieus for real-time analysis of lysozyme refolding and thus likely to facilitate the refolding studies of many proteins, especially those lacking a method to determine structure-dependent biological activity.
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Affiliation(s)
- Lili Guo
- School of Chemical Engineering, Sungkyunkwan University (SKKU), Suwon 16419, Republic of Korea
| | - Jing Zhao
- School of Chemical Engineering, Sungkyunkwan University (SKKU), Suwon 16419, Republic of Korea
| | - Zongfu An
- School of Chemical Engineering, Sungkyunkwan University (SKKU), Suwon 16419, Republic of Korea
| | - Sieun Kim
- School of Chemical Engineering, Sungkyunkwan University (SKKU), Suwon 16419, Republic of Korea
| | - Jaekwang Kim
- School of Chemical Engineering, Sungkyunkwan University (SKKU), Suwon 16419, Republic of Korea
| | - Yeseul Yu
- School of Chemical Engineering, Sungkyunkwan University (SKKU), Suwon 16419, Republic of Korea
| | - Anton Middelberg
- School of Chemical Engineering and Advanced Materials, University of Adelaide, Adelaide, South Australia 5005, Australia
| | - Jingxiu Bi
- School of Chemical Engineering and Advanced Materials, University of Adelaide, Adelaide, South Australia 5005, Australia
| | - Marijana Marković
- School of Chemical Engineering and Advanced Materials, University of Adelaide, Adelaide, South Australia 5005, Australia
- Department of Chemistry, Institute of Chemistry, Technology and Metallurgy, National Institute of the Republic of Serbia, University of Belgrade, Njegoševa 12, Belgrade 11000, Serbia
| | - Jung Kyu Kim
- School of Chemical Engineering, Sungkyunkwan University (SKKU), Suwon 16419, Republic of Korea
- Advanced Institute of Nanotechnology (SAINT), Sungkyunkwan University (SKKU), Suwon 16419, Republic of Korea
| | - Pil J Yoo
- School of Chemical Engineering, Sungkyunkwan University (SKKU), Suwon 16419, Republic of Korea
- Advanced Institute of Nanotechnology (SAINT), Sungkyunkwan University (SKKU), Suwon 16419, Republic of Korea
| | - Woo-Seok Choe
- School of Chemical Engineering, Sungkyunkwan University (SKKU), Suwon 16419, Republic of Korea
- Advanced Institute of Nanotechnology (SAINT), Sungkyunkwan University (SKKU), Suwon 16419, Republic of Korea
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Cardoso VM, Campani G, Santos MP, Silva GG, Pires MC, Gonçalves VM, de C. Giordano R, Sargo CR, Horta AC, Zangirolami TC. Cost analysis based on bioreactor cultivation conditions: Production of a soluble recombinant protein using Escherichia coli BL21(DE3). BIOTECHNOLOGY REPORTS (AMSTERDAM, NETHERLANDS) 2020; 26:e00441. [PMID: 32140446 PMCID: PMC7049567 DOI: 10.1016/j.btre.2020.e00441] [Citation(s) in RCA: 43] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/31/2019] [Revised: 02/06/2020] [Accepted: 02/21/2020] [Indexed: 12/20/2022]
Abstract
The impact of cultivation strategy on the cost of recombinant protein production is crucial for defining cost-effective bioreactor operation conditions. This paper presents a methodology to estimate and compare cost impacts related to utilities as well as medium composition, using simple design equations and accessible data. Data from batch bioreactor cultures were used as case study involving the production of pneumococcal surface protein A, a soluble recombinant protein, employing E. coli BL21(DE3). Cultivation strategies and corresponding process costs covered a wide range of operational conditions, including different media, inducers, and temperatures. The core expenses were related to the medium and cooling. When the price of peptone was above the threshold value of US$ 30/kg, defined medium became the best choice. IPTG and temperatures around 32 °C led to shorter cultures and lower PspA4Pro production costs. The procedure offers a simple, accessible theoretical tool to identify cost-effective production strategies using bioreactors.
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Affiliation(s)
- Valdemir M. Cardoso
- Graduate Program of Chemical Engineering (PPGEQ), Federal University of São Carlos (UFSCar), Rodovia Washington Luís, km 235, 13565-905, São Carlos, SP, Brazil
| | - Gilson Campani
- Graduate Program of Chemical Engineering (PPGEQ), Federal University of São Carlos (UFSCar), Rodovia Washington Luís, km 235, 13565-905, São Carlos, SP, Brazil
- Department of Engineering, Federal University of Lavras, 37200-000, Lavras, MG, Brazil
| | - Maurício P. Santos
- Graduate Program of Chemical Engineering (PPGEQ), Federal University of São Carlos (UFSCar), Rodovia Washington Luís, km 235, 13565-905, São Carlos, SP, Brazil
| | - Gabriel G. Silva
- Graduate Program of Chemical Engineering (PPGEQ), Federal University of São Carlos (UFSCar), Rodovia Washington Luís, km 235, 13565-905, São Carlos, SP, Brazil
| | - Manuella C. Pires
- Laboratory of Vaccine Development, Butantan Institute, Av. Vital Brasil 1500, 05508-900, São Paulo, SP, Brazil
| | - Viviane M. Gonçalves
- Laboratory of Vaccine Development, Butantan Institute, Av. Vital Brasil 1500, 05508-900, São Paulo, SP, Brazil
| | - Roberto de C. Giordano
- Graduate Program of Chemical Engineering (PPGEQ), Federal University of São Carlos (UFSCar), Rodovia Washington Luís, km 235, 13565-905, São Carlos, SP, Brazil
| | - Cíntia R. Sargo
- Graduate Program of Chemical Engineering (PPGEQ), Federal University of São Carlos (UFSCar), Rodovia Washington Luís, km 235, 13565-905, São Carlos, SP, Brazil
- Brazilian Biorenewables National Laboratory (LNBR), Brazilian Center for Research in Energy and Materials (CNPEM), 13083-970, Campinas, SP, Brazil
| | - Antônio C.L. Horta
- Graduate Program of Chemical Engineering (PPGEQ), Federal University of São Carlos (UFSCar), Rodovia Washington Luís, km 235, 13565-905, São Carlos, SP, Brazil
| | - Teresa C. Zangirolami
- Graduate Program of Chemical Engineering (PPGEQ), Federal University of São Carlos (UFSCar), Rodovia Washington Luís, km 235, 13565-905, São Carlos, SP, Brazil
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Purification and Characterization of DT389GCSF Fusion Protein: A Unique Immunotoxin Against the Human Granulocyte-Colony Stimulating Factor Receptor. Int J Pept Res Ther 2020. [DOI: 10.1007/s10989-019-09884-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
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Xu X, Hirpara J, Epting K, Jin M, Ghose S, Rieble S, Li ZJ. Clarification and capture of high-concentration refold pools forE. coli-based therapeutics using expanded bed adsorption chromatography. Biotechnol Prog 2013; 30:113-23. [DOI: 10.1002/btpr.1833] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2013] [Revised: 10/18/2013] [Indexed: 11/06/2022]
Affiliation(s)
- Xuankuo Xu
- Process Sciences Downstream; Bristol-Myers Squibb; East Syracuse NY 13057
| | - Jeet Hirpara
- Process Sciences Downstream; Bristol-Myers Squibb; East Syracuse NY 13057
| | - Kevin Epting
- Process Sciences Downstream; Bristol-Myers Squibb; East Syracuse NY 13057
| | - Mi Jin
- Process Sciences Downstream; Bristol-Myers Squibb; East Syracuse NY 13057
| | - Sanchayita Ghose
- Process Sciences Downstream; Bristol-Myers Squibb; East Syracuse NY 13057
| | - Siegfried Rieble
- Process Sciences Downstream; Bristol-Myers Squibb; East Syracuse NY 13057
| | - Zheng Jian Li
- Process Sciences Downstream; Bristol-Myers Squibb; East Syracuse NY 13057
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Anselment B, Schoemig V, Kesten C, Weuster-Botz D. Statistical vs. Stochastic experimental design: An experimental comparison on the example of protein refolding. Biotechnol Prog 2012; 28:1499-506. [DOI: 10.1002/btpr.1635] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2012] [Revised: 07/23/2012] [Indexed: 11/08/2022]
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Dong XY, Meng Y, Feng XD, Sun Y. A metal-chelate affinity reverse micellar system for protein extraction. Biotechnol Prog 2010; 26:150-8. [PMID: 19830821 DOI: 10.1002/btpr.291] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
A new nonionic reverse micellar system is developed by blending two nonionic surfactants, Triton X-45 and Span 80. At total surfactant concentrations lower than 60 mmol/L and molar fractions of Triton X-45 less than 0.6, thermodynamically stable reverse micelles of water content (W(0)) up to 30 are formed. Di(2-ethylhexyl) phosphoric acid (HDEHP; 1-2 mmol/L) is introduced into the system for chelating transition metal ions that have binding affinity for histidine-rich proteins. HDEHP exists in a dimeric form in organic solvents and a dimer associated with one transition metal ion, including copper, zinc, and nickel. The copper-chelate reverse micelles (Cu-RM) are characterized for their W(0), hydrodynamic radius (R(h)), and aggregation number (N(ag)). Similar with reverse micelles of bis-2-ethylhexyl sodium sulfosuccinate (AOT), R(h) of the Cu-RM is also linearly related to W(0). However, N(ag) is determined to be 30-90 at W(0) of 5-30, only quarter to half of the AOT reverse micelles. Then, selective metal-chelate extraction of histidine-rich protein (myoglobin) by the Cu-RM is successfully performed with pure and mixed protein systems (myoglobin and lysozyme). The solubilized protein can be recovered by stripping with imidazole or ethylinediaminetetraacetic acid (EDTA) solution. Because various transition metal ions can be chelated to the reverse micelles, it is convinced that the system would be useful for application in protein purification as well as simultaneous isolation and refolding of recombinant histidine-tagged proteins expressed as inclusion bodies.
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Affiliation(s)
- Xiao-Yan Dong
- Dept. of Biochemical Engineering, School of Chemical Engineering and Technology, Tianjin University, Tianjin 300072, China
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Adsorptive refolding of a highly disulfide-bonded inclusion body protein using anion-exchange chromatography. J Chromatogr A 2009; 1216:4877-86. [PMID: 19419725 DOI: 10.1016/j.chroma.2009.04.043] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2009] [Revised: 04/09/2009] [Accepted: 04/14/2009] [Indexed: 11/20/2022]
Abstract
alpha-Fetoprotein (AFP) is a prospective biopharmaceutical candidate currently undergoing advanced-stage clinical trials for autoimmune indications. The high AFP expression yields in the form of inclusion bodies in Escherichia coli renders the inclusion body route potentially advantageous for process scale commercial manufacture, if high-throughput refolding can be achieved. This study reports the successful development of an 'anion-exchange chromatography'-based refolding process for recombinant human AFP (rhAFP), which carries the challenges of contaminant spectrum and molecule complexity. rhAFP was readily refolded on-column at rhAFP concentrations unachievable with dilution refolding due to viscosity and solubility constraints. DEAE-FF functioned as a refolding enhancer to achieve rhAFP refolding yield of 28% and product purity of 95% in 3h, at 1mg/ml protein refolding concentration. Optimization of both refolding and chromatography column operation parameters (i.e. resin chemistry, column geometry, redox potential and feed conditioning) significantly improved rhAFP refolding efficiency. Compared to dilution refolding, on-column rhAFP refolding productivity was 9-fold higher, while that of off-column refolding was more than an order of magnitude higher. Successful demonstration that a simple anion-exchange column can, in a single step, readily refold and purify semi-crude rhAFP comprising 16 disulfide bonds, will certainly extend the application of column refolding to a myriad of complex industrial inclusion body proteins.
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Ledung E, Eriksson PO, Oscarsson S. A strategic crossflow filtration methodology for the initial purification of promegapoietin from inclusion bodies. J Biotechnol 2009; 141:64-72. [PMID: 19428732 DOI: 10.1016/j.jbiotec.2009.02.016] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2008] [Revised: 01/14/2009] [Accepted: 02/19/2009] [Indexed: 10/21/2022]
Abstract
A novel crossflow filtration methodology is demonstrated for the initial purification of the therapeutic protein, promegapoietin-1a (PMP), produced as inclusion bodies (IBs) in a recombinant Escherichia coli bioprocess. Two strategic separation steps were performed by utilizing a filtration unit with a 1000 kDa polyethersulphone membrane. The first step, aiming for separation of soluble contaminants, resulted in a 50% reduction of the host cell proteins, quantified by total amino acid analysis and a 70% reduction of all DNA, quantified by fluorometry, when washing the particulate material with a 10mM EDTA in 50mM phosphate buffer, pH 8. The second step, aiming for separation of particulate contaminants from solubilized IBs, resulted in a 97-99.5% reduction of endotoxin, used as a marker for cell debris, and was quantified by the kinetic turbidimetric LAL endotoxin assay. The overall PMP yield was 58% and 33% respectively for the two solubilizations investigated, guanidine hydrochloride and arginine, as measured by RP-HPLC. The scope was also to investigate the physical characteristics of the intermediate product/s with regard to the choice of IB solvent. Preliminary results from circular dichroism spectroscopy measurements indicate that the protein secondary structure was restored when arginine was used in the second step.
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Affiliation(s)
- Erika Ledung
- Department of Chemical Engineering, School of Sustainable Development of Society and Technology, Mälardalen University, Eskilstuna, Sweden.
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Enzyme-responsive artificial chaperone system with amphiphilic amylose primer. J Biotechnol 2009; 140:246-9. [DOI: 10.1016/j.jbiotec.2009.01.013] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2008] [Revised: 11/08/2008] [Accepted: 01/26/2009] [Indexed: 11/23/2022]
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Chaperone-assisted column refolding of gloshedobin with the use of refolding cocktail. J Chromatogr A 2008; 1214:47-58. [PMID: 19004452 DOI: 10.1016/j.chroma.2008.10.076] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2008] [Revised: 10/07/2008] [Accepted: 10/10/2008] [Indexed: 11/22/2022]
Abstract
Gloshedobin, a recently isolated thrombin-like enzyme from the snake venom of Gloydius shedaoensis, is expressed mainly in the form of inclusion bodies (IBs) in Escherichia coli due to its cysteine-rich nature. Following extraction and solubilization of the IBs, one-step immobilized metal affinity chromatography purification produces highly purified (>99%) denatured-solubilized gloshedobin ready to enter the subsequent refolding process. However, the traditional dilution or column refolding strategy, based on gradual denaturant removal, is found to be inefficient for the recovery of protein activity. In this study, a new refolding strategy harnessing the ClpB and DnaK/DnaJ/GrpE bichaperone system is demonstrated to be superior to the conventional refolding methods in either batch dilution or column refolding mode. It is noted that the efficacy of bichaperone-mediated column refolding strategy is further highlighted especially when refolding reaction is attempted at a higher protein concentration with the recirculation of the refolding cocktail containing the bichaperone system. This is evidenced by an uncompromised refolding efficiency (ca. 21.4%) achieved at 2000 microg/mL of initial protein concentration, which is comparable to the refolding efficiency (ca. 22.5%) obtained at 20 times lower protein concentration (i.e. 100 microg/mL) in the conventional batch dilution refolding technique. The demonstrated chaperone-assisted column refolding strategy thus provides an effective tool for refolding-recalcitrant proteins whose reactivation is otherwise difficult to achieve.
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Jhamb K, Jawed A, Sahoo DK. Immobilized chaperones: A productive alternative to refolding of bacterial inclusion body proteins. Process Biochem 2008. [DOI: 10.1016/j.procbio.2008.02.004] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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