Factors that play a role in selecting a suitable HPLC column.
\\n\\n
More than half of the publishers listed alongside IntechOpen (18 out of 30) are Social Science and Humanities publishers. IntechOpen is an exception to this as a leader in not only Open Access content but Open Access content across all scientific disciplines, including Physical Sciences, Engineering and Technology, Health Sciences, Life Science, and Social Sciences and Humanities.
\\n\\nOur breakdown of titles published demonstrates this with 47% PET, 31% HS, 18% LS, and 4% SSH books published.
\\n\\n“Even though ItechOpen has shown the potential of sci-tech books using an OA approach,” other publishers “have shown little interest in OA books.”
\\n\\nAdditionally, each book published by IntechOpen contains original content and research findings.
\\n\\nWe are honored to be among such prestigious publishers and we hope to continue to spearhead that growth in our quest to promote Open Access as a true pioneer in OA book publishing.
\\n\\n\\n\\n
\\n"}]',published:!0,mainMedia:{caption:"IntechOpen Maintains",originalUrl:"/media/original/113"}},components:[{type:"htmlEditorComponent",content:'
Simba Information has released its Open Access Book Publishing 2020 - 2024 report and has again identified IntechOpen as the world’s largest Open Access book publisher by title count.
\n\nSimba Information is a leading provider for market intelligence and forecasts in the media and publishing industry. The report, published every year, provides an overview and financial outlook for the global professional e-book publishing market.
\n\nIntechOpen, De Gruyter, and Frontiers are the largest OA book publishers by title count, with IntechOpen coming in at first place with 5,101 OA books published, a good 1,782 titles ahead of the nearest competitor.
\n\nSince the first Open Access Book Publishing report published in 2016, IntechOpen has held the top stop each year.
\n\n\n\nMore than half of the publishers listed alongside IntechOpen (18 out of 30) are Social Science and Humanities publishers. IntechOpen is an exception to this as a leader in not only Open Access content but Open Access content across all scientific disciplines, including Physical Sciences, Engineering and Technology, Health Sciences, Life Science, and Social Sciences and Humanities.
\n\nOur breakdown of titles published demonstrates this with 47% PET, 31% HS, 18% LS, and 4% SSH books published.
\n\n“Even though ItechOpen has shown the potential of sci-tech books using an OA approach,” other publishers “have shown little interest in OA books.”
\n\nAdditionally, each book published by IntechOpen contains original content and research findings.
\n\nWe are honored to be among such prestigious publishers and we hope to continue to spearhead that growth in our quest to promote Open Access as a true pioneer in OA book publishing.
\n\n\n\n
\n'}],latestNews:[{slug:"webinar-introduction-to-open-science-wednesday-18-may-1-pm-cest-20220518",title:"Webinar: Introduction to Open Science | Wednesday 18 May, 1 PM CEST"},{slug:"step-in-the-right-direction-intechopen-launches-a-portfolio-of-open-science-journals-20220414",title:"Step in the Right Direction: IntechOpen Launches a Portfolio of Open Science Journals"},{slug:"let-s-meet-at-london-book-fair-5-7-april-2022-olympia-london-20220321",title:"Let’s meet at London Book Fair, 5-7 April 2022, Olympia London"},{slug:"50-books-published-as-part-of-intechopen-and-knowledge-unlatched-ku-collaboration-20220316",title:"50 Books published as part of IntechOpen and Knowledge Unlatched (KU) Collaboration"},{slug:"intechopen-joins-the-united-nations-sustainable-development-goals-publishers-compact-20221702",title:"IntechOpen joins the United Nations Sustainable Development Goals Publishers Compact"},{slug:"intechopen-signs-exclusive-representation-agreement-with-lsr-libros-servicios-y-representaciones-s-a-de-c-v-20211123",title:"IntechOpen Signs Exclusive Representation Agreement with LSR Libros Servicios y Representaciones S.A. de C.V"},{slug:"intechopen-expands-partnership-with-research4life-20211110",title:"IntechOpen Expands Partnership with Research4Life"},{slug:"introducing-intechopen-book-series-a-new-publishing-format-for-oa-books-20210915",title:"Introducing IntechOpen Book Series - A New Publishing Format for OA Books"}]},book:{item:{type:"book",id:"10474",leadTitle:null,fullTitle:"Recent Developments in the Solution of Nonlinear Differential Equations",title:"Recent Developments in the Solution of Nonlinear Differential Equations",subtitle:null,reviewType:"peer-reviewed",abstract:"Nonlinear differential equations are ubiquitous in computational science and engineering modeling, fluid dynamics, finance, and quantum mechanics, among other areas. Nowadays, solving challenging problems in an industrial setting requires a continuous interplay between the theory of such systems and the development and use of sophisticated computational methods that can guide and support the theoretical findings via practical computer simulations. Owing to the impressive development in computer technology and the introduction of fast numerical methods with reduced algorithmic and memory complexity, rigorous solutions in many applications have become possible. This book collects research papers from leading world experts in the field, highlighting ongoing trends, progress, and open problems in this critically important area of mathematics.",isbn:"978-1-83968-657-3",printIsbn:"978-1-83968-656-6",pdfIsbn:"978-1-83968-658-0",doi:"10.5772/intechopen.92489",price:139,priceEur:155,priceUsd:179,slug:"recent-developments-in-the-solution-of-nonlinear-differential-equations",numberOfPages:372,isOpenForSubmission:!1,isInWos:null,isInBkci:!1,hash:"2c2ede74fb69da638858683eca553cd2",bookSignature:"Bruno Carpentieri",publishedDate:"September 8th 2021",coverURL:"https://cdn.intechopen.com/books/images_new/10474.jpg",numberOfDownloads:5218,numberOfWosCitations:0,numberOfCrossrefCitations:1,numberOfCrossrefCitationsByBook:0,numberOfDimensionsCitations:2,numberOfDimensionsCitationsByBook:0,hasAltmetrics:0,numberOfTotalCitations:3,isAvailableForWebshopOrdering:!0,dateEndFirstStepPublish:"September 2nd 2020",dateEndSecondStepPublish:"September 30th 2020",dateEndThirdStepPublish:"November 29th 2020",dateEndFourthStepPublish:"February 17th 2021",dateEndFifthStepPublish:"April 18th 2021",currentStepOfPublishingProcess:5,indexedIn:"1,2,3,4,5,6,7",editedByType:"Edited by",kuFlag:!1,featuredMarkup:null,editors:[{id:"92921",title:"Dr.",name:"Bruno",middleName:null,surname:"Carpentieri",slug:"bruno-carpentieri",fullName:"Bruno Carpentieri",profilePictureURL:"https://mts.intechopen.com/storage/users/92921/images/system/92921.png",biography:"Bruno Carpentieri obtained a laurea degree in Applied Mathematics in 1997 from Bari University, Italy. He obtained a Ph.D. in Computer Science from the Institut National Polytechnique de Toulouse (INPT), France. After some post-doctoral experiences, Dr. Carpentieri served as an assistant professor at the Bernoulli Institute for Mathematics, Computer Science and Artificial Intelligence, University of Groningen, the Netherlands, and as a reader in Applied Mathematics at Nottingham Trent University, United Kingdom. Since May 2017, he has been an associate professor of Applied Mathematics at the Faculty of Computer Science, Free University of Bozen-Bolzano, Italy. His research interests include applied mathematics, numerical linear algebra, and high-performance computing. Dr. Carpentieri has served on several scientific advisory boards in computational mathematics. He is an editorial board member of the Journal of Applied Mathematics, an editorial committee member of Mathematical Reviews (American Mathematical Society) and a reviewer for about thirty scientific journals in numerical analysis. He has co-authored fifty publications in peer-reviewed scientific journals.",institutionString:"Free University of Bozen-Bolzano",position:null,outsideEditionCount:0,totalCites:0,totalAuthoredChapters:"2",totalChapterViews:"0",totalEditedBooks:"3",institution:{name:"Free University of Bozen-Bolzano",institutionURL:null,country:{name:"Italy"}}}],equalEditorOne:null,equalEditorTwo:null,equalEditorThree:null,coeditorOne:null,coeditorTwo:null,coeditorThree:null,coeditorFour:null,coeditorFive:null,topics:[{id:"162",title:"Analysis & Calculus",slug:"analysis-and-calculus"}],chapters:[{id:"75422",title:"Using the Boundary Element Method to Simulate Visco-Elastic Deformations of Rough Fractures",doi:"10.5772/intechopen.96229",slug:"using-the-boundary-element-method-to-simulate-visco-elastic-deformations-of-rough-fractures",totalDownloads:275,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:"In many engineering applications, such as tribology and rock mechanics, it is very important to understand the deformation of rough fractures to evaluate the safety and profitability of the project. Since a lot of materials can be characterized as visco-elastic materials, it is very significant to simulate the visco-elastic deformation of rough fractures. This chapter focuses on using the boundary element method to simulate visco-elastic deformations of rough fractures. First, the principles and procedures of the above-mentioned method will be introduced. Then, one example will be given in detail. This example investigates the effect of surface geometry on visco-elastic deformations of rough rock fractures under normal compressive stresses. The rock fracture surfaces are assumed to be self-affine, and synthetic rough surfaces are generated by systematically changing three surface roughness parameters: the Hurst exponent, root mean square roughness, and mismatch length. The results indicate that by decreasing the Hurst exponent or increasing the root mean square roughness or increasing the mismatch length, the fracture mean aperture increases, and the contact ratio (the number of contacting cells/total number of cells) increases slower with time. Finally, the limitations and possible future research directions will be briefly discussed.",signatures:"Hao Kang",downloadPdfUrl:"/chapter/pdf-download/75422",previewPdfUrl:"/chapter/pdf-preview/75422",authors:[{id:"343230",title:"Ph.D. Student",name:"Hao",surname:"Kang",slug:"hao-kang",fullName:"Hao Kang"}],corrections:null},{id:"75718",title:"Asymptotic Behavior by Krasnoselskii Fixed Point Theorem for Nonlinear Neutral Differential Equations with Variable Delays",doi:"10.5772/intechopen.96040",slug:"asymptotic-behavior-by-krasnoselskii-fixed-point-theorem-for-nonlinear-neutral-differential-equation",totalDownloads:233,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:"In this paper, we consider a neutral differential equation with two variable delays. We construct new conditions guaranteeing the trivial solution of this neutral differential equation is asymptotic stable. The technique of the proof based on the use of Krasnoselskii’s fixed point Theorem. An asymptotic stability theorem with a necessary and sufficient condition is proved. In particular, this paper improves important and interesting works by Jin and Luo. Moreover, as an application, we also exhibit some special cases of the equation, which have been studied extensively in the literature.",signatures:"Benhadri Mimia",downloadPdfUrl:"/chapter/pdf-download/75718",previewPdfUrl:"/chapter/pdf-preview/75718",authors:[{id:"330485",title:"Ph.D.",name:"Benhadri",surname:"Mimia",slug:"benhadri-mimia",fullName:"Benhadri Mimia"}],corrections:null},{id:"74945",title:"Spectral Properties of a Non-Self-Adjoint Differential Operator with Block-Triangular Operator Coefficients",doi:"10.5772/intechopen.95820",slug:"spectral-properties-of-a-non-self-adjoint-differential-operator-with-block-triangular-operator-coeff",totalDownloads:230,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:"In this chapter, the Sturm-Liouville equation with block-triangular, increasing at infinity operator potential is considered. A fundamental system of solutions is constructed, one of which decreases at infinity, and the second increases. The asymptotic behavior at infinity was found out. The Green’s function and the resolvent for a non-self-adjoint differential operator are constructed. This allows to obtain sufficient conditions under which the spectrum of this non-self-adjoint differential operator is real and discrete. For a non-self-adjoint Sturm-Liouville operator with a triangular matrix potential growing at infinity, an example of operator having spectral singularities is constructed.",signatures:"Aleksandr Kholkin",downloadPdfUrl:"/chapter/pdf-download/74945",previewPdfUrl:"/chapter/pdf-preview/74945",authors:[{id:"332990",title:"D.Sc.",name:"Aleksandr",surname:"Kholkin",slug:"aleksandr-kholkin",fullName:"Aleksandr Kholkin"}],corrections:null},{id:"74644",title:"Deformed Sine-Gordon Models, Solitons and Anomalous Charges",doi:"10.5772/intechopen.95432",slug:"deformed-sine-gordon-models-solitons-and-anomalous-charges",totalDownloads:272,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:"We study certain deformations of the integrable sine-Gordon model (DSG). It is found analytically and numerically several towers of infinite number of anomalous charges for soliton solutions possessing a special space–time symmetry. Moreover, it is uncovered exact conserved charges associated to two-solitons with a definite parity under space-reflection symmetry, i.e. kink-kink (odd parity) and kink-antikink (even parity) scatterings with equal and opposite velocities. Moreover, we provide a linear formulation of the modified SG model and a related tower of infinite number of exact non-local conservation laws. We back up our results with extensive numerical simulations for kink-kink, kink-antikink and breather configurations of the Bazeia et al. potential Vqw=64q2tan2w21−sinw2q2,q∈R, which contains the usual SG potential V2w=21−cos2w.",signatures:"Harold Blas, Hector F. Callisaya, João P.R. Campos, Bibiano M. Cerna and Carlos Reyes",downloadPdfUrl:"/chapter/pdf-download/74644",previewPdfUrl:"/chapter/pdf-preview/74644",authors:[{id:"225586",title:"Dr.",name:"Hector",surname:"Callisaya",slug:"hector-callisaya",fullName:"Hector Callisaya"},{id:"330539",title:"Dr.",name:"Harold",surname:"Blas",slug:"harold-blas",fullName:"Harold Blas"},{id:"331207",title:"Dr.",name:"Martin",surname:"Cerna",slug:"martin-cerna",fullName:"Martin Cerna"},{id:"331210",title:"MSc.",name:"João",surname:"Campos",slug:"joao-campos",fullName:"João Campos"},{id:"342062",title:"Dr.",name:"Carlos",surname:"Reyes",slug:"carlos-reyes",fullName:"Carlos Reyes"}],corrections:null},{id:"75288",title:"Continuous One Step Linear Multi-Step Hybrid Block Method for the Solution of First Order Linear and Nonlinear Initial Value Problem of Ordinary Differential Equations",doi:"10.5772/intechopen.95619",slug:"continuous-one-step-linear-multi-step-hybrid-block-method-for-the-solution-of-first-order-linear-and",totalDownloads:147,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:"In this paper, a collocation approach for solving initial value problem of ordinary differential equations (ODEs) of the first order is presented. This approach consists of reducing the problem to a set of linear multi-step algebraic equations by approximating the ODE with a shifted Legendre polynomial basis function to determine the unknown constants. The proposed method is simple and efficient; it approximates the solutions very closely to the closed form solutions. Some problems were considered using Maple Software to illustrate the simplicity, efficiency and accuracy of the method. The results obtained revealed that the hybrid method can be suitable candidate for all forms of first order initial value problems of ordinary differential equations.",signatures:"Kamoh Nathaniel, Kumleng Geoffrey and Sunday Joshua",downloadPdfUrl:"/chapter/pdf-download/75288",previewPdfUrl:"/chapter/pdf-preview/75288",authors:[{id:"333543",title:"Dr.",name:"Nathaniel Mahwash",surname:"Kamoh",slug:"nathaniel-mahwash-kamoh",fullName:"Nathaniel Mahwash Kamoh"},{id:"342539",title:"Dr.",name:"Sunday",surname:"Joshua",slug:"sunday-joshua",fullName:"Sunday Joshua"},{id:"342540",title:"Dr.",name:"Geoffrey",surname:"Kumleng",slug:"geoffrey-kumleng",fullName:"Geoffrey Kumleng"}],corrections:null},{id:"74365",title:"Existence and Asymptotic Behaviors of Nonoscillatory Solutions of Third Order Time Scale Systems",doi:"10.5772/intechopen.94921",slug:"existence-and-asymptotic-behaviors-of-nonoscillatory-solutions-of-third-order-time-scale-systems",totalDownloads:203,totalCrossrefCites:0,totalDimensionsCites:0,hasAltmetrics:0,abstract:"Nonoscillation theory with asymptotic behaviors takes a significant role for the theory of three-dimensional (3D) systems dynamic equations on time scales in order to have information about the asymptotic properties of such solutions. Some applications of such systems in discrete and continuous cases arise in control theory, optimization theory, and robotics. We consider a third order dynamical systems on time scales and investigate the existence of nonoscillatory solutions and asymptotic behaviors of such solutions. Our main method is to use some well-known fixed point theorems and double/triple improper integrals by using the sign of solutions. We also provide examples on time scales to validate our theoretical claims.",signatures:"Özkan Öztürk",downloadPdfUrl:"/chapter/pdf-download/74365",previewPdfUrl:"/chapter/pdf-preview/74365",authors:[{id:"191872",title:"Dr.",name:"Özkan",surname:"Öztürk",slug:"ozkan-ozturk",fullName:"Özkan Öztürk"}],corrections:null},{id:"75388",title:'
\r\n\tThe area of interest and scope of the project can be described with (but are not limited to) the following keywords: The Quantum dots can be lingering further into seven major categories:
\r\n\t(i) Quantum dots of very high-quality optical applications, Quantum dot light-emitting diodes (QD-LED) and ‘QD-White LED’, Quantum dot photodetectors (QDPs), Quantum dot solar cells (Photovoltaics).
\r\n\t(ii) Quantum Computing (quantum bits or ‘qubits’), (vii) The Future of Quantum Dots (broad range of real-time applications, magnetic quantum dots & graphene quantum dots), Superconducting Loop, Quantum Entanglement, Quantum Fingerprints.
\r\n\r\n\t(iii) Biomedical and Environmental Applications (to study intracellular processes, tumor targeting, in vivo observation of cell trafficking, diagnostics and cellular imaging at high resolutions), Bioconjugation, Cell Imaging, Photoelectrochemical Immunosensor, Membranes and Bacterial Cells, Resonance Energy-Transfer Processes, Evaluation of Drinking Water Quality, Water and Wastewater Treatment, Pollutant Control.
",isbn:"978-1-80356-594-1",printIsbn:"978-1-80356-593-4",pdfIsbn:"978-1-80356-595-8",doi:null,price:0,priceEur:0,priceUsd:0,slug:null,numberOfPages:0,isOpenForSubmission:!0,isSalesforceBook:!1,hash:"0dd5611c62c91569bd2819e68852002a",bookSignature:"Prof. Jagannathan Thirumalai",publishedDate:null,coverURL:"https://cdn.intechopen.com/books/images_new/11756.jpg",keywords:"LED, Organic LEDs, Dyes & Pigments, Solar Cells, Laser Photonics, Electronic Switching Devices, Qubits, Josephson Junction, Bioconjugation, Cell Imaging, Photoelectrochemical Immunosensor, Membranes, and Bacterial Cells",numberOfDownloads:null,numberOfWosCitations:0,numberOfCrossrefCitations:null,numberOfDimensionsCitations:null,numberOfTotalCitations:null,isAvailableForWebshopOrdering:!0,dateEndFirstStepPublish:"March 16th 2022",dateEndSecondStepPublish:"May 27th 2022",dateEndThirdStepPublish:"July 26th 2022",dateEndFourthStepPublish:"October 14th 2022",dateEndFifthStepPublish:"December 13th 2022",remainingDaysToSecondStep:"7 days",secondStepPassed:!1,currentStepOfPublishingProcess:2,editedByType:null,kuFlag:!1,biosketch:"Dr. J. Thirumalai received his Ph.D. from Alagappa University, Karaikudi, He was also awarded the Post-doctoral Fellowship from Pohang University of Science and Technology (POSTECH), the Republic of Korea. His research interests focus on luminescence, self-assembled nanomaterials, and thin-film optoelectronic devices. He has published more than 60 SCOPUS/ISI indexed papers and 11 book chapters, edited 4 books, and member of several national and international societies like RSC, OSA, etc. His h-index is 19.",coeditorOneBiosketch:null,coeditorTwoBiosketch:null,coeditorThreeBiosketch:null,coeditorFourBiosketch:null,coeditorFiveBiosketch:null,editors:[{id:"99242",title:"Prof.",name:"Jagannathan",middleName:null,surname:"Thirumalai",slug:"jagannathan-thirumalai",fullName:"Jagannathan Thirumalai",profilePictureURL:"https://mts.intechopen.com/storage/users/99242/images/system/99242.png",biography:"Dr. J. Thirumalai received his Ph.D. from Alagappa University, Karaikudi in 2010. He was also awarded the Post-doctoral Fellowship from Pohang University of Science and Technology (POSTECH), Republic of Korea, in 2013. He worked as Assistant Professor of Physics, B.S. Abdur Rahman University, Chennai, India (2011 to 2016). Currently, he is working as Senior Assistant Professor of Physics, Srinivasa Ramanujan Centre, SASTRA Deemed University, Kumbakonam (T.N.), India. His research interests focus on luminescence, self-assembled nanomaterials, and thin film opto-electronic devices. He has published more than 60 SCOPUS/ISI indexed papers and 11 book chapters, edited 4 books and member in several national and international societies like RSC, OSA, etc. Currently, he served as a principal investigator for a funded project towards the application of luminescence based thin film opto-electronic devices, funded by the Science and Engineering Research Board (SERB), India. 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Sarria",coverURL:"https://cdn.intechopen.com/books/images_new/5884.jpg",editedByType:"Edited by",editors:[{id:"146466",title:"Prof.",name:"Andreia",surname:"Ferreira de Castro Gomes",slug:"andreia-ferreira-de-castro-gomes",fullName:"Andreia Ferreira de Castro Gomes"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"7325",title:"Nanostructures in Energy Generation, Transmission and Storage",subtitle:null,isOpenForSubmission:!1,hash:"8e49924dd2c3e28c82fdc115ce04f925",slug:"nanostructures-in-energy-generation-transmission-and-storage",bookSignature:"Yanina Fedorenko",coverURL:"https://cdn.intechopen.com/books/images_new/7325.jpg",editedByType:"Edited by",editors:[{id:"199149",title:"Dr.",name:"Yanina",surname:"Fedorenko",slug:"yanina-fedorenko",fullName:"Yanina Fedorenko"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"9230",title:"Smart Nanosystems for Biomedicine, Optoelectronics and Catalysis",subtitle:null,isOpenForSubmission:!1,hash:"1d1af591d87490c9ad728a1352e62d96",slug:"smart-nanosystems-for-biomedicine-optoelectronics-and-catalysis",bookSignature:"Tatyana Shabatina and Vladimir Bochenkov",coverURL:"https://cdn.intechopen.com/books/images_new/9230.jpg",editedByType:"Edited by",editors:[{id:"237988",title:"Prof.",name:"Tatyana",surname:"Shabatina",slug:"tatyana-shabatina",fullName:"Tatyana Shabatina"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}},{type:"book",id:"9322",title:"Hybrid Nanomaterials",subtitle:"Flexible Electronics Materials",isOpenForSubmission:!1,hash:"beff6cce44f54582ee8a828759d24f19",slug:"hybrid-nanomaterials-flexible-electronics-materials",bookSignature:"Rafael Vargas-Bernal, Peng He and Shuye Zhang",coverURL:"https://cdn.intechopen.com/books/images_new/9322.jpg",editedByType:"Edited by",editors:[{id:"182114",title:"D.Sc.",name:"Rafael",surname:"Vargas-Bernal",slug:"rafael-vargas-bernal",fullName:"Rafael Vargas-Bernal"}],productType:{id:"1",chapterContentType:"chapter",authoredCaption:"Edited by"}}]},chapter:{item:{type:"chapter",id:"59173",title:"Separation of Monoclonal Antibodies by Analytical Size Exclusion Chromatography",doi:"10.5772/intechopen.73321",slug:"separation-of-monoclonal-antibodies-by-analytical-size-exclusion-chromatography",body:'\nAntibodies belong to a family of globular proteins called immunoglobulins [1]. Immunoglobulin G (IgG) is the most common. Eighty percent of all the antibodies present in the blood are IgG [2]. IgG is a relatively large molecule (approx. 150 kDa). It has four subclasses, which are IgG1, IgG2, IgG3, and IgG4 [3]. Monoclonal antibodies are antibodies derived from one unique B cell clone [4]. They have single antigenic determinant specificities [5]. Monoclonal antibodies are screened and isolated by special procedures, expressed, and purified [6]. Monoclonal antibodies, particularly IgG1, have tremendous application in biotherapeutics. Other subclasses such as IgG2 and IgG4 are also used as biotherapeutic, and interest in these two antibody classes is also increasing. As for today, IgG1 comprise most of the mAb biotherapeutic drugs in the market. Twenty-nine new mAbs are presently undergoing late-stage clinical trials, including human and humanized IgG1, IgG2, and IgG4 molecules [7]. Few IgG2 and IgG4 drugs are already available such as OKT3 (Muronomab-CD3), a murine IgG2a drug from Johnson & Johnson (1986), Bexxar (Tositumomab-I-131), and a murine IgG2a drug radiolabeled with I-131 from Corixa/GSK (2003). IgG4 antibodies are evolving as an important class of cancer immunotherapies [8].
\nSize exclusion chromatography (SEC) is a powerful analytical tool for the separation of monoclonal antibodies and other proteins [9]. SEC, as a strategy for the isolation and purification of antibodies, is not new; in 1989, high-resolution Superose 6 HR 10/30 fast protein liquid chromatography (FPLC) columns were used. [10]. Since then, many researchers used SEC for the purification of antibodies. The literature search for the number of “publications on the purification of monoclonal antibodies by size exclusion chromatography” [11] shows that between 1983 and 2003, there was a surge of research in this regard (Figure 1).
\nNumber of publications dealing with size exclusion chromatography over the years.
For the large-scale purification of monoclonal antibody biotherapeutics, Protein A is commonly used as the primary capture step. Following the use of Protein A chromatography, SEC is used to characterize the Protein A purified fractions. Size exclusion chromatography (SEC) is primarily used for the separation in analytical HPLC and for routine quality control analysis of the mAb. Detection wavelength of 280 nm is commonly used. SEC combined with multi-angle light scattering is one method for the characterization of the molar mass distribution of mAb, ADC, and other biomolecules [12].
\nIn this chapter, certain aspects of size exclusion chromatography and its use in the analytical purification or separation of monoclonal antibodies are discussed. Secondary interactions, effects of particle size and pore size on the SEC separation, particularly in resolving monomer peak from dimer and fragment peaks with a better resolution are also discussed. Selection of the right SEC column is critical to achieve the goal of separation. The calibration curve has a very important role in this regard. Since there are different kinds of proteins differing in structure and shape, many vendors provide calibration curves using globular protein standards, branched standards, and linear standards, so that the separation range can ideally be interpreted under the chromatographic conditions.
\nReproducible separation of a monomer from its dimer and other high molecular weight (HMW) impurities, fragments, and other low molecular weight (LMW) impurities is needed during the purification of the mAb biotherapeutic. Optimized particle chemistry and packing of SEC column help in this regard. mAb analysis using a mobile phase containing an appropriate amount of selected organic solvents such as isopropyl alcohol (IPA) may be needed to prevent alteration of peak retention time, poor peak shape, or resolution. Few examples are shown to elaborate this. Digestion with papain or pepsin is commonly applied to obtain antibody fragments without the loss of activity—this is discussed in the context of selecting right SEC columns from a variety of particle sizes, pore sizes, and dimensions. Forced degradation studies are needed to assess the stability of the protein, to understand the mechanism of degradation by oxidation, heat, light, or hydrolysis. Forced degradation study by SEC is separately discussed in Section 2.7. Interest in the accurate molecular weight analysis of intact monoclonal antibody IgG1 by SEC using MS-friendly mobile phases is increasing, and it is discussed in Section 4. Section 5 focuses mostly on the use of chromatographic methods which are orthogonal or complimentary size exclusion and useful to detect the protein heterogeneity. The use of ultra HPLC is needed for fast separation, and many methods already developed in HPLC need to be easily transferred to UHPLC. Section 6 briefly discusses the usefulness of a SEC column compatible to both HPLC and UHPLC instruments by easy method transfer. Section 7 is about desalting of mAb or any biopolymer solution, not by dialysis membrane or spin column but by using an analytical SEC HPLC column. The use of SEC column in hydrophilic liquid chromatography (HILIC) mode is interesting and can separate the nucleobases (Section 8). This chapter ends with few remarks about the tips and tricks for size exclusion chromatography.
\nSize exclusion chromatography uses a molecular sieving retention mechanism [13], based on differences in the hydrodynamic radii or differences in size of analytes such as proteins. Large sample molecules cannot penetrate or only partially penetrate the pores of the stationary phase. So, the larger molecules elute first and smaller molecules elute later, the order of elution being a function of the size.
\nSEC is the only mode of chromatography where theoretically there is no interaction of the analyte with a stationary phase. The whole process of partitioning or separating the different molecular species is due to the entropy factor and not due to adsorption, ΔH being equal to zero. Pure Silica particles are most commonly used as base material in this type of chromatography of biomolecules. Since the separation of the biomolecule by SEC will depend on its hydrodynamic radii, two proteins of the same molecular weight (such as 70 kDa) may elute at two different retention times, if there is a difference in their hydrodynamic radii (Figure 2). So, any factor at any stage of purification, affecting the shape of the protein, will affect the elution volume or retention time.
\nComparison of globular and rod-shaped proteins.
Unless otherwise mentioned, SEC analyses discussed in this chapter were carried out using the mobile phase 100 mM KH2PO4/Na2HPO4, pH 6.7, 100 mM Na2SO4, 0.05% NaN3. Agilent 1100, Agilent 1200 HPLC and Thermo Ultimate 3000 UHPLC systems and associated software were used for integration and peak analysis. Sodium azide (NaN3) was used as an antibacterial agent to prevent fouling of the phosphate buffer. Detection wavelength was 280 nm unless otherwise mentioned. Flow rates and injection volume of the sample are varied as needed. Reproducibility for calculation of % relative standard deviation (RSD) was based on 10 consecutive injections. Linearity of both monomer and dimer during loading study was calculated based on peak areas versus total material loaded during injection. Please refer to individual chromatograms for the respective chromatographic conditions.
\nAs mentioned earlier, among all modes of chromatography, it is only during the size exclusion chromatography where the analyst does not demonstrate any kind of interaction with the stationary phase. During all other chromatographic modes, an analyst demonstrates some kind of interaction between the protein and the stationary phase, followed by the elution using a stronger solvent. This is because SEC is purely a separation technique based on the permeability of the protein through the pores. Any factor which will prevent the free passage through the pores will result into a nonideal SEC condition. These interactions between proteins and the stationary phases are called secondary interactions. The secondary interactions are based on charge-related interactions or hydrophobicity-related interactions. The secondary interaction coming from the free silanol groups present on the silica surface of the stationary phase is often protected by a diol-bonded coating on the stationary phase which shields the silica surface from such action [14].
\nIn a real-world situation, any secondary interaction between the stationary phase and the proteins including monoclonal antibodies needs to be taken care of by selecting the right column where the stationary phase is effectively coated, and free silanol groups are inaccessible to proteins. Further method development by optimizing the chromatographic conditions may be needed to get the best separation. Ionic and hydrophobic interactions between the sample and the column packing material can be avoided by controlling the ionic strength. A general rule of thumb is that low ionic strength (<0.1 M) may induce charge-related secondary interactions and high ionic strength (>1.0 M) may lead to hydrophobicity-related secondary interactions, while the concept of low or high concentration may vary from mAb to mAb depending on the nature of the individual one. For each protein sample, there will be an optimal buffer type and salt concentration for the best separation that results in the highest resolution and recovery. This can be found out by trial and error approach only. If a sticky protein comes into contact with the stationary phase (dotted line in the figure below), it may undergo a conformational change; the binding constant of the conformationally changed protein can be so strong that it would not elute out of the column (Figure 3). The use of additives may be needed. Arginine prevents binding to the surface [15]. Similarly, a number of other additives may also be used to minimize the secondary interactions. The use of isopropyl alcohol (IPA) as another additive to avoid nonspecific interaction and the reproducibility of the analysis is somewhat discussed in the Section 2.5.
\nBinding of a protein to the stationary phase and the influence of arginine.
There is no universal protocol for working with additives to avoid nonspecific interactions for all proteins. Chromatographic conditions preventing secondary interactions need to be found out by trial-and-error type of experiments with a variety of additives.
\nPermeation of large molecules into pores depends on the pore size.
Relation between the particle and pore characteristics to the resolution and other peak parameters.
It is important to compromise between the particle sizes and pore volume in order to get the desired separation. Pore characteristics of the SEC column need to be optimized to have a high resolution of a mAb monomer from a dimer and higher order aggregates, as well as from fragments. For large biomolecules, such as therapeutic proteins and monoclonal antibodies (mAbs), a larger exclusion limit will yield better separation particularly of the dimer and higher order aggregates from the monomer.
\nIn the absence of any secondary or non-SEC retention mechanism, the calibration yields an S-shaped curve containing a linear portion in between the total exclusion and total inclusion limits. In Figure 6 [17], the calibration curve was generated using three different types of standards (globular, branched, and linear).
\nElution profile of mAb IgG obtained with TSKgel G2000SW, TSKgelG3000W, or TSKgel G4000SW columns.
The red line in Figure 6 represents the average molecular weight of the monoclonal antibody (mAb) IgG (150 kDa). If we follow the calibration curve generated by globular proteins (•), mAb is eluting very close to the total exclusion limit of TSKgel G2000SW, while it is eluting very close to the total inclusion limit of TSKgel G4000SW, resulting into poor separation of the monomer from its impurities in both the cases. But in the middle panel, as seen in the case of TSKgel G3000W, the monomer is eluting around in the middle of the linear range of the calibration curve, so the monomer peak can clearly be separated from its dimer and higher order aggregates and fragment impurities way better than with the other two columns. It is the pore volume between total exclusion and total inclusion volume which is important. The greater the pore volume per unit column volume, the better the separation. In other words, the shallower the calibration curve, the better the separation. All SEC columns with the same dimension, particle size, and pore size from different vendors otherwise may look identical, but the pore volume per unit column volume may not be the same. An analyst can gain advantage by selecting a column with larger pore volume per unit column volume.
\nDifferent SEC columns obtained from different vendors, having the same dimensions and particle size as labeled on the individual columns, may apparently look alike. The difference is in the pore volume per unit column volume due to the differences in particle size and pore size distributions, packing quality, and so on. In general, the better the pore volume per unit column volume, the better the separation and resolution of proteins from a SEC column. This is a very critical criterion when selecting a SEC column for better separation.
\nA chromatographer uses SEC primarily to separate monoclonal antibodies from its impurities or heterogeneities. The monomer IgG1 peak (150 kDa) needs to be purified from its dimer, trimer, or higher order aggregates popularly known as high molecular weight (HMW) species and the fragments which are known as the low molecular weight (LMW) species. SEC is widely accepted as a work horse for routine quality control with its purpose to monitor these HMW and LMW impurities from a mAb monomer. Protein aggregation of biotherapeutics is a common issue. Even a very small amount of aggregates may cause an immunogenic response in the human body and needs to be removed from the monoclonal antibody monomer. More than 99% purity is needed for medicinal purpose [17]. The formulation containing the pure monomer monoclonal antibody needs to be monitored for its stability. The purified protein in the formulation may also undergo aggregation over time. Protein aggregation can happen at any stage during expression and purification. Temperature, pH, ionic strength, concentration and many other factors can give rise to protein instability, leading to aggregation. Effect of ions on protein agitation and temperature-induced aggregation of mAbs has been reported in the literature [18]. Specific racemization of Heavy-Chain Cysteine-220 in the hinge region is identified as a possible cause of degradation during storage. Increased hydrophobicity can increase the likelihood of aggregate formation during manufacturing and storage [19]. Freeze-thaw cycles too can cause an aggregation of an already purified protein [20]. Formation of aggregates may be induced by light as well [21]. That is the reason why all registration applications for new molecular entities and associated drug products require photo-stability data [22]. Increased resolution between the monomer peak and other HMW and LMW impurities is the key for the purification of monoclonal antibodies. SEC can monitor the stability during storage. The removal of HMW and LMW impurities is equally important for application of newly emerging biotherapeutics such as ADCs, bi-specific antibodies, biosimilars, and bio betters as well. As an example from the recent literature report, aggregate and fragment levels were determined by SEC-HPLC for the characterization of bi-specific antibodies [23]. A single chain variable fragment (scFv), composed of the variable regions of the heavy chain (VH) and the light chain (VL), is gaining interest too as it retains the specificity of the original IgG. The scFv format is often used, but one problem that cannot be easily solved by purification is the fact that hybridomas can secrete different monoclonal antibodies [24]. Literature reports a few interesting articles about the concept of mAbs being a perfectly defined entity to researchers. The following is an excerpt from the commentary as shown here [25]. “most researchers consider monoclonal antibodies to be perfectly defined reagents with single specificities” but “Hybridomas frequently secrete more than one light and/or heavy chain.” So “the problem is probably best summarized thus: antibodies sold as different are often identical, while antibodies sold as identical are often different (thanks to Natalie de Souza (editor Nature Methods) for this pithy insightful observation), and the customer does not know which is which.” In another interesting article, the authors have discussed that “two kappa immunoglobulin light chains are secreted by an anti-DNA hybridoma” and its implications for isotypic exclusion are discussed [26]. Biotherapeutic scientist needs to be aware of these facts while analyzing mAb. The separation of scFvs from dimers and aggregates is also important; most of the affinity purified scFv fractions are monitored by SEC.
\nDifferent mAbs may have different amount of impurities under native conditions. Representative chromatograms of the separation of four different monoclonal antibodies (IgG1) at 0.75 mL/min using a 4 μm; 4.6 mm ID × 15 cm TSKgel SuperSW mAb HTP column are shown in Figure 7 [27]. This analysis clearly showed that under native conditions different monoclonal IgG1 antibodies had different extent of HMW and LMW species based on the individual % peak area analysis (data not shown here). The monomer peak eluted as fast as in 2 min.
\nSeparation of four different mAbs on a 4 μm; 4.6 mm ID × 15 cm TSKgel SuperSW mAb HTP column.
A chromatographer needs to choose a suitable column based on the separation criteria the chromatographer is looking for. Comparison of the analysis of mAb aggregates using 15 and 30 cm long TSKgel UP-SW3000, 2 μm columns using the same mobile phase and flow rate is shown below [28].
\nFast separation of the HMW and LMW species is important. The effect of the column length should be taken into account when selecting a column in this regard. The results indicate that the TSKgel UP-SW3000 column with a shorter length yielded a similar profile to the 30-cm column with 50% less run time and 50% lower backpressure at a typical flow rate of 0.35 mL/min (Figure 8). The resolution between dimer and monomer is still maintained within the acceptable range. Thus, a shorter column could be successfully used for the separation of the dimer and monomer, reducing the overall runtime by half but the resolution of the fragment on the LMW side of the monomer slightly decreased. The longer column yielded a better resolution. As long as the resolution is 1.5 and above yielding a baseline resolution of the two species, the method may remain acceptable. The selection of the correct length of the column should be based on the goal of the separation. The 15-cm column operated at the typical flow rate of 0.35 mL/min yielded a backpressure of 11 Mpa, which was well within its maximum operable pressure and thus could be used in both HPLC and UHPLC systems.
\nEffect of protein separation on the column length of SEC columns.
Factors that play a role in selecting a suitable HPLC column.
Two different sources of silica can be a factor in lot-to-lot reproducibility. Vendors always maintain a strict quality control passing criteria if the silica source is different.
Bonding chemistry developed on the same silica at different times can also be a factor in lot-to-lot reproducibility.
A robust method with a good SEC analytical column is critical for the analyst. A protein standard mixture can be used to confirm the lot-to-lot reproducibility of an SEC column. The protein standards are chosen to cover the whole range of calibration curve from total exclusion limit to total inclusion limit. A representative chromatogram of the analysis of a protein standard mixture using a TSKgel G3000SWXL, 5 μm, 7.8 mm ID ×30 cm column is shown in Figure 9. Thyroglobulin (700 kDa) is close to the total exclusion limit and para-amino-benzoic acid (PABA–137 Da) is near the total inclusion limit. Chromatographers use also vitamin B12 (1.4 kDa) in place of PABA. Vendors generally pass the packed SEC columns using a protein standard mixture and establish a QC pass criteria. For example, the specification for TSKgel G3000SWXL column passing QC is N (PABA) > 20,000 and As (PABA) = (0.7–1.6) where N represents the number of theoretical plates and As represents the peak asymmetry.
\nRetention time of five different proteins analyzed with a TSKgel G3000SWXL column was high reproducible. An overlay of five injections is shown.
Figure 9 [31] shows the reproducibility of five consecutive injections with low %RSD of all the peak parameters (data not shown here).
\nReproducibility of the analysis of a protein standard mixture with low %RSD of the peak parameters such as retention time, peak area, peak asymmetry and number of theoretical plates and passing the vendor-defined QC criteria can be used for monitoring the column health. Routine users purifying a particular mAb with a particualr SEC column may use the same mAb as their internal standard to monitor the column quality and lifetime over a number of injections. Nowadays, mAb standards from USP and NIST are available for similar purpose.
\nReproducibility of 15 consecutive injections during the analysis of a USP mAb using a 15-cm TSKgel UP-SW3000 column at 0.5 mL/min flow rate and phosphate buffer at pH 6.7 is shown in Figure 10.
\nReproducibility of 15 consecutive analytical injections of a USP mAb using a 15-cm TSKgel UP-SW3000 column at phosphate buffer pH 6.7. The overlay of 15 injections is shown.
The mAb monomer peak eluted at 2.717 min with good resolution between monomer and the dimer peaks as well as the fragments. Similar reproducibility is noticed in case of pH 6.2 (data not shown here).
\nReproducibility in the analysis of the USP mAb in pH 6.2 conditions with 250 mM KCl at 0.3 mL/min using a 30 cm column is shown below—the overlay of the 15 consecutive injections demonstrated consistency (Figure 11) (all USP Reference Standards are provided as delivered and specified by the US Pharmacopeia). The monomer peak elution time was 8.367 min. Similar reproducibility was obtained using a 15-cm column at pH 6.7 (data not shown here).
\nReproducibility of 15 consecutive analytical injections of a USP mAb using a 30-cm TSKgel UP-SW3000 column at pH 6.2. The overlay of 15 injections is shown.
Nonspecific absorption of antibodies onto the column gel matrix poses a challenge, and some newly engineered antibodies possess a high degree of hydrophobicity. The use of organic solvents such as isopropyl alcohol (IPA) or salts can decrease this interaction as reported by many scientists. However, the additives may alter the diffusion of these molecules, which results in retention time shift and poor peak resolution that did not occur in a typical aqueous buffer system, such as sodium phosphate buffer at neutral pH. The Figure 12 and Table 2 show that a TSKgel UP-SW3000, 2 μm SEC column was used for analyzing monoclonal antibodies (mAbs) with the addition of 15% IPA in sodium phosphate buffer, pH 6.7. As demonstrated, peak resolution and retention time shift were not impacted.
\nReproducibility of 14 consecutive analytical injections of a USP mAb using a 30-cm TSKgel UP-SW3000, 2 μm SEC column at pH 6.7 with isopropyl alcohol. The overlay of 14 injections is shown.
Retention time and peak areas of the monomer and dimer peak (Figure 12).
Similarly, Figure 13 shows the overlay of the 15 consecutive injections of USP mAb at pH 6.7 with 15% IPA using a 30-cm column (Figure 13 and Table 3). Improvement in the baseline was noticed after the first two injections. Overall, the analysis yielded excellent reproducibility. The monomer peak elution time was 8.338 min. As expected, there was no considerable difference here compared to the retention time obtained earlier at pH 6.2. The presence of IPA as additive obviously will yield a higher back pressure, and so long as the column is operated within its maximum operable pressure, this should not be an issue. The retention times of monomer, dimer, aggregates, and fragment peaks are nearly unchanged. Peak width and peak shape are very consistent from injection to injection. The baseline of the first injection (as shown in blue) indicate that the column takes only 1–2 injections to be stabilized. After that, all subsequent injections are overlaid perfectly.
\n(A) Reproducibility of 15 consecutive analytical injections of a USP mAb using a 30-cm TSKgel UP-SW3000, 2 μm SEC column at pH 6.7 with 15% IPA. The overlay of 15 injections is shown. (B) Chromatogram of 13 a zoomed in.
Retention time and peak areas of the monomer and dimer peak (Figure 13).
The overlay indicates the similarities of peak retention times, peak width and peak height of dimer, monomer, aggregates and fragment peaks between the two different conditions. An appropriate percentage of organic solvent such as isopropyl alcohol (IPA) did not alter the diffusion of mAb molecules using a TSKgel UP-SW3000 column. As demonstrated, this column can be successfully operated with the addition of 15% IPA. Data indicate that the column’s particle chemistry and packing are optimized so that with the addition of an appropriate amount of selected organic solvents, there is no alteration of peak retention time or poor peak resolution [32].
\nSample load, in both volumetric load and absolute load, may affect SEC separation. Mass overload takes place when sample molecules no longer have free access to diffuse into and out of the pores, thus bypassing part of the column and thereby effectively reducing the length of the column that remains to fractionate the sample. If the height equivalent theoretical plates (HETP) are plotted against the load amount, the HETP values should remain constant as long as the column efficiency is not compromised. The loading capacity is the maximum load beyond which the HETP value starts increasing, as shown in Figure 14 [33].
\nInfluence of sample load on height equivalent theoretical plates (HEPT) using three different columns (G2000SW, G3000SW, G4000SW).
To obtain the capacity of an analytical SEC column as often the chromatographers like to do, a loading study plot HETP vs. load amount is shown above (Figure 14). The loading capacity of a SEC column with defined dimensions depends on the sample. The loading capacity can be increased by increasing the column length or diameter. Increasing column length also increases resolution and retention time, leading to an additional separation time and amount of mobile phase.
\nBelow is the loading study of γ-globulin (150 kDa) using the TSKgel UP-SW3000 column. It is necessary to know the experimental range of loading where the retention time, peak shape, separation efficiency, etc., remain nearly unchanged over varying load concentrations. Please note that when a loading study is carried out, both volumetric loading and absolute loading amounts should be studied. In Figure 15, a volumetric loading study is shown. In any SEC analysis, by theory, the total volume injected should not be more than 3% of the column volume to avoid the effect of band broadening.
\n(A) Influence of peak resolution and retention time on the amount of γ-globulin loaded on a TSKgel UP-SW3000 column; (B) monomer retention time in dependence of the amount of sample.
Figure 15 shows that even at larger volumetric load containing up to 160 μg proteins, the monomer peak remains well resolved from its dimer. Retention time is remaining constant over the experimental range. Excellent linearity of both monomer peak areas and dimer peak areas versus total load were obtained (data not shown here). So if the primary interest of the analyst is to separate the monomer from the dimer, 160 μg loading in 40 μL volume can be used. Now if the monoclonal antibody concentration can be increased so that 160 μg can be loaded in lower volume (e.g., 10 μL), then the peak shape can further be improved, if needed.
\nPeak shape and efficiency were not affected when injecting 400 μg of a monoclonal antibody preparation during a loading study of a monoclonal antibody using a TSKgel G3000SWXL, 5 μm, 7.8 mm ID × 30 cm column (Figure 16). A 10-fold increase in total protein content did not affect the retention time, peak symmetry, or separation efficiency of the column [30]. Similar study using a TSKgel G2000SWXL, 5 μm, 7.8 mm ID × 30 cm analytical column even with a high load of Bovine Serum Albumin also yielded a well-resolved peak without any splitting [34].
\nInfluence of mAb loading on retention time, peak symmetry, or separation efficiency using a TSKgel G3000SWXL, 5 μm, 7.8 mm ID × 30 cm column.
As mentioned earlier, having an idea about the sample loading capacity will provide analyst the knowledge about the load range within which the desired sensitivity and resolution can be achieved. The loading study can be extended to a lower range of detection to get the limit of detection (LOD) and limit of quantitation (LOQ) values for the column in the analysis of mAbs (data not shown here). Similarly, aggregation pattern of mAbs as a function of concentration can be monitored using SEC columns if a mAb is susceptible to aggregation at higher concentration.
\nIgG is a relatively large molecule (approx. 150 kDa), and in order to improve the penetration to the tissue, fragmentation is carried out. Digestion with papain or pepsin is commonly applied to obtain antibody fragments without the loss of activity. When papain is used for the antibody digestion, 2 Fab (50 kDa each) and 1 Fc (50 kDa) are obtained from one antibody (Figure 17).
\nCleavage of an IgG with papain or pepsin.
When pepsin is used, a F(ab’)2 is obtained. SEC can be used to analyze the separation of these fragments. The scope of this analysis by SEC is taken as an opportunity to explain how to select a column with right particle size, pore size, column dimensions, and so on.
\nIn Figures 18 and 19, a set of four different SEC columns are compared during the separation of papain digestion products of a mAb to explain how to select the right SEC column for the right purpose [35].
\nCharacteristics of the SEC columns used in the analysis of
Separation of papain digestion products of a mAb using a set of four different SEC columns. Columns in panel A, B, and D are of 250 Å pore sizes, while column in panel D is of 300 Å pore size [
For analyzing monoclonal antibody and other biopolymers 250 Å pore size, 5 μm, 7.8 mm ID × 30 cm SEC columns are widely considered. For example, TSKgel G3000SWxl columns (Panel D) have a separation range for globular protein samples up to 500 kDa. The other SEC column is a 4-μm, 7.8 mm ID × 30 cm TSKgel SuperSW mAb HR SEC column (Panel B). It is smaller than the conventional 5 μm TSKgel G3000SWXL column. Smaller particle size and the optimized packing are expected to yield high-resolution analysis of mAb monomers, dimers, and fragments due to shallow calibration slope at the corresponding molar mass region of the mAb monomer (150 kDa). Monomer – dimer resolution increased from 1.63 to 2.02. Another SEC column (Panel A) is a 4-μm TSKgel SuperSW mAb HTP column which is smaller in dimensions, length, and ID (4.6 mm ID × 15 cm). This column offers high throughput analysis, separating the dimer and monomer in half the run time compared to all the other three columns in panels B, C, and D. Results are similar to the analysis of mAbs with a 5-μm conventional column (panel D). The fourth column (Panel C) discussed here is of even smaller particle size (3 μm) with higher molar mass exclusion limit (2500 kDa, globular proteins) than all other three columns (500 kDa, globular proteins). Due to the higher exclusion limit, this TSKgel UltraSW aggregate column (Panel C) is expected to yield higher resolution of mAb multimers and aggregates. Please see further discussion about this in Section 2.7.
\nStability of the biotherapeutic proteins in formulation is very critical for candidate selection, characterization of the biotherapeutic, formulation and assay development, and so on. A forced degradation study, popularly known as stress testing, is considerably a faster way to monitor the stability of the therapeutic proteins. Stress is provided by increasing the temperature, changing the pH or a combination of both. Depending on the nature, individual mAbs can be susceptible to light, freeze–thaw conditions, mechanical stress, oxidation and so on. So, monitoring the stability from time to time is important. Literature reports: “Whereas stability-testing requirements are defined in regulatory guidelines, standard procedures for forced degradation of therapeutic proteins are largely unavailable, except for photo stability” [36]. Stress conditions induce unfolding of the native protein structure. As a result, the exposed hydrophobic patches may be able to interact with each other, leading to aggregation [37]. Protein degradation can also be measured using sodium dodecyl sulfate polyacrylamide gel electrophoresis (SDS PAGE), and the protein structure can be characterized by other techniques using Fourier transform infrared spectrometry and circular dichroism
Analysis of forced degradation of IgG after acid and heat denaturation using a SEC TSKgel UltraSW aggregate, 3 μm, 30 nm, 7.8 mm ID × 30 cm column.
The analysis of a heat denatured, large hydrophobic metalloprotein, Apo ferritin, analyzed using a TSKgel UltraSW Aggregate column yielded high resolution between the monomer (450 kDa) and dimer (900 kDa) (Figure 21). The trimer (1350 kDa), tetramer (1800 kDa), and higher order aggregates of Apo ferritin were well separated. Tetramer of Apo ferritin is approximately equivalent to 13 mer of a mAb. Larger exclusion limit yielded better resolution of the higher order aggregates. [40].
\nAnalysis of Apo ferritin after heat denaturation using a TSKgel UltraSW aggregate column.
The use of organic solvents such as isopropyl alcohol (IPA) or salts can decrease the secondary interaction as reported by many scientists and mentioned earlier briefly in this chapter in Section 2.5. Peak resolution and retention time shift were not impacted with the use of 15% IPA as demonstrated in the two examples (Figure 12 and Figure 13). It is necessary to evaluate the individual SEC column regarding the impact of the additives since a stationary phase with minimum impact is always a favorable choice. After important mobile phase parameters have been set, such as pH, stationary phase, and ionic strength, significant improvements can, in fact, be made to separate mAb monomers from aggregates and fragments. There are no universal additives which can be applied for every mAb or protein purification. Other common additives are methanol and ethanol. Use of sodium perchlorate may also improve the separation and resolution. By switching from 0.2 mol/L sodium chloride to 0.2 mol/L of the more chaotropic sodium perchlorate salt, together with a twofold reduction in the buffer concentration, less peak tailing and distinct peaks for the dimer and trimer could be noticed [41]. Sodium dodecyl sulfate (SDS), urea, guanidine hydrochloride, etc., are sometimes used when the proteins need to be solubilized, leading to denaturation of the protein and breakage of the noncovalent bonds. The use of additives should be considered only when needed. In many cases, the performance of the column is irreversibly changed when a column is subjected to particular additives. Retention time may shift when the additive is added and the resolution may change, expectedly to a better resolution but these values should remain constant and the analysis should be reproducible. It is always better to dedicate the SEC column if the column is subjected to additives, since we still have no clear idea how the pore characteristic of the stationary phase may behave with and without additives. Analysts should check the operational and conditions (OCS) sheet for the column as provided by the vendor to make sure that additives are compatible with the stationary phase. If compatible the analyst should be aware of the percentage of organic solvent the column is compatible with. Generally, when the organic solvent is used, the column may need a slower ramping rate for proper equilibration of the column with the mobile phase containing the additive, generally by using gradual solvent changes using a shallow gradient at low flow rate.
\nThe use of mass spectrometry is becoming increasingly popular for scientists dealing with biomolecule separation to identify the individual peaks by molecular weight. The liquid chromatography-MS (LC–MS) system available nowadays is very robust and useful for routine mass determination. Reversed phase LC–MS or SEC-MS using organic solvents such as acetonitrile can be used for the mass spectrometric characterization of mAbs. But mAbs get denatured under these conditions.
\nThere is a growing interest in the analysis of mAbs by online-SEC-MS under native conditions. Conventional SEC analysis of mAbs use phosphate buffers at pH 6.7—for example, the most common one is composed of 100 mmol/L phosphates (monobasic + dibasic) as buffering salts +100 mM Na2SO4 as neutral salt to adjust the ionic strength +0.05% NaN3 (as antibacterial agent). Both the buffering salts (phosphates) and neutral salt (sodium sulfate) are helpful in preventing secondary interaction of the proteins with the stationary phase. The concentration of these salts may need further optimization depending on the individual properties of the mAbs. But phosphate buffer is not suitable for the mass spectrometer and yields substantial noise and damage the MS system. So online SEC-MS is not possible in the presence of phosphate and other non-volatile salts. Use of volatile salts at lower concentration, which do not interfere with the MS system, can be applied and the method needs to be optimized as well. SEC columns should not exhibit particle shedding which will interfere with the MS signal.
\nThe data below illustrate the effective use of MS-friendly mobile phase compositions in the online SEC-MS analysis of a monoclonal IgG1, IgG2 antibody, ADC and Bi-specific mAb using volatile salt environments (Figure 22).
\nSeparation of an ADC, two IgG1 and IgG2 mAbs, and the corresponding bi-specific mAb using a TSKgel UP-SW3000 column (2 μm, 4.6 mm ID x 30 cm).
The online LC–MS compatible chromatographic conditions used for the analysis of IgG1, IgG2, ADC, and a Bi-specific mAb is shown below.
\nFollowing the development of an optimized separation, liquid chromatography mass spectrometry (LC–MS) analysis was performed using a Q Exactive Plus mass spectrometer (ThermoFisher Scientific) coupled to a Shimadzu Nexera XR UHPLC system. Samples were injected onto a TSKgel UP-SW3000 column (2 μm, 4.6 mm ID x 30 cm) and isocratically separated at 0.350 ml/min for 15 min with a mobile phase comprising 20 mM ammonium acetate and 10 mM ammonium bicarbonate, pH 7.2. A 15-min blank isocratic gradient was run between sample injections. No carryover was observed in the blank runs. Eluted proteins were analyzed by the mass spectrometer set to repetitively scan m/z from 800 to 6000 in a positive ion mode. The full MS scan was collected at 17,500 resolution, with spray voltage 4 kV, S-Lens RF 75, and in-source CID 80 eV. Protein mass deconvolution was performed using ProMass (Novatia). The (1) total ion chromatogram, (2) mass spectrum, and (3) deconvoluted mass spectrum of one mAb was evaluated. A main peak can be seen at m/z 149,264; adjacent peaks at m/z 149,426 and 149,592 correspond to different glycoforms.
\nHere we report the use of a TSKgel® UP-SW3000, 2 μm column for the separation of a bispecific antibody and the two parent mAbs (IgG1) followed by MS analysis. The Bispecific T cell Engager (BiTE®) technology was used in this study. BiTE is a fusion protein consisting of two single-chain variable fragments (scFvs)–CD19, a biomarker for normal and neoplastic B cells and CD3 (on T cells) – recombinantly linked by a nonimmunogenic five-amino-acid chain (Figure 23). BiTE is approximately 55 kDa in size. SEC/MS analysis was performed by the Wistar Proteomics and Metabolomics Facility (Philadelphia, PA) using a Nexera® XR UHPLC system (Shimadzu) coupled to a Q Exactive™ Plus mass spectrometer (Thermo Fisher Scientific) (Figures 24–26).
\nScheme of a BiTE and corresponding original mAb 1 and mAb 2.
SEC/MS analysis of the CD19 X CD3 BiTE antibody.
SEC/MS analysis of the original IgG1 mAb1.
Analysis of blank injections in order to assess column particle shedding using the TSKgel UP-SW3000 column.
Prior to analysis, a blank injection was run in order to assess column particle shedding. The total ion chromatogram of a blank injection was run on a new TSKgel UP-SW3000 column. MS data indicate that there is no shedding from the TSKgel UP-SW3000 column prior to sample injection. Additionally a blank injection was run between each of the sample injections in order to monitor sample carryover.
\nEach mAb is different, and a method with the use of volatile salts needs to be optimized for reproducibility. There was a difference between the retention time of mAb1 under the isocratic mobile phase 20 mM ammonium acetate and 10 mM ammonium bicarbonate, pH 7.2 compared to 100 mM phosphate buffer containing 100 mM Na2SO4 and 0.05% NaN3 pH 6.8. In an attempt to look for the condition where a MS compatible buffer yields a retention time similar to phosphate buffer, a comparison of elution profiles under 100 mM phosphate buffer and 100 mM ammonium acetate buffer both at pH 6.8 is shown below (Figure 27 and Table 4).
\nComparison of elution profiles of IgG1 under 100 mM phosphate buffer and 100 mM ammonium acetate buffer, pH 6.8 using a TSKgel UP-SW3000 column.
Analysis of retention time, peak area, peak height, as (peak asymmetry) and N (theoretical plates) of the monomers. The average (Avg), standard deviation (Std) and relative standard deviation (RSD) are also shown.
Monomer peak areas remain constant under both conditions with high reproducibility of all the peak parameters. % RSD deviations of all the peak parameters were low. Mass spectrometric analysis under this chromatographic condition will be reported elsewhere.
\nTwo chromatographic modes are considered orthogonal techniques if the selectivity of the two modes are significantly different. Under ideal conditions without any secondary interaction, SEC should yield a characteristic Gaussian-shaped peak without the presence of any heterogeneity. As shown in the figure below when individual peaks F (ab) 2 and Fab + Fc from SEC separation (panel A) were applied to the reversed-phase chromatographic (RPC) column, a number of hydrophobic variants eluted (panel B) in the increasing order of their hydrophobicity (Figure 28). Mechanism of papain digestion is discussed in Section 2.6. Though papain digestion yields primarily the Fab fragments, F(ab’)2 fragment can be generated if the papain is first activated with 10 mM cysteine. Following the completion of the reaction, the excess needs to be removed by gel filtration. Size exclusion chromatography cannot differentiate these heterogenic impurities or hydrophobic variants, which are not sufficiently different in the size or hydrodynamic radii from each other. Similarly, a number of other chromatographic modes, other than RPC, can also be used as an orthogonal technique. The extent of the heterogeneity present in the SEC peak can only be confirmed by an orthogonal analysis.
\nAnalysis of papain digested IgG1 fragments. (A) Chromatogram of papain digested IgG1 fragments separated on a TSKgel SuperSW3000 column. (B) Individual peaks F (ab) 2 and Fab + Fc from the SEC separation (panel A) were applied to a reversed-phase chromatographic (RPC) TSKgel protein C4–300 column.
Similarly, a reversed-phase chromatography column can also be used as a complimentary chromatography column along with SEC as shown below (Figure 29). The elution order of elution of the peaks is simply reversed as expected.
\nSeparation of PEG (MW 5000)-lysozyme and PEG (MW 30,000)-lysozyme on a SEC TSKgel SuperSW3000 column (A) followed by chromatography of the SEC fractions 1–4 using a reverse phase TSKgel protein C4–300 column (B).
The PEG-conjugated species were more strongly retained by RPC, than the different forms of intact lysozyme. The order of elution in RPC is opposite to the order of size-based separation in SEC [35].
\nWith the advancement of the liquid chromatographic instruments from HPLC to UHPLC and with the advancement in column packing technology with smaller particle sizes, an easy method transfer from HPLC to UHPLC is becoming necessary. UHPLC has much lower extra column volume and can withstand more than 1000 bar besides other optimized instrumental features while conventional HPLC has maximum operable pressure of 400 bars. Differences between HPLC and UHPLC instruments give rise to many challenges when a method needs to be transferred from one system to another and if equivalent separation profiles are obtained. On the other hand, there are analysts who do not possess the UHPLC but still want to get advantage of smaller particle size SEC columns while using a traditional HPLC instrument. The effect of extra column volume in band broadening in conventional HPLC needs to be reduced and optimized by reducing the diffusion in the tubing between the injection valve and the column and between the column and the UV cell by using smaller ID tubing and micro flow cell. A column compatible with both UHPLC and conventional HPLC instruments may be helpful for easy method transfer in both cases.
\nAs an example, an SEC HPLC method for the separation of a mAb using 5 μm, 7.8 mm ID × 30 cm SEC column (TSKgel G3000SWXL) was transferred to a 2 μm, 4.6 mm ID × 30 cm SEC column (TSKgel UP-SW3000 SEC) on a UHPLC instrument (Figure 30). The mobile phase and other chromatographic parameters were not changed except the flow rate reduced for the 2-μm column.
\nComparison of the SEC HPLC method with the SEC UHPLC system. Separation efficiency of column TSKgel G3000SWXL (A) and column TSKgel UP-SW3000 SEC (B) was compared by loading a mixture of standard proteins (Thy = thyroglobulin bovine, γ-glo = γ-globulins from bovine blood, ova = albumin chicken egg grade VI, riboA = ribonuclease A type I-A from bovine pancreas, pAba = p-aminobenzoid acid) on both columns.
TSKgel UP-SW3000 columns feature the same pore size as the well-established TSKgel G3000SWxl columns. With the use of the 2-μm column, the resolution between peaks 2–3, 3–4, 4–5, 5–6, and 6–7 increased respectively by 15, 25, 33, 24, and 37% compared to the 5-μm column. Retention time consistency was maintained, and similar separation profile was obtained at lower flow rate. A smaller 2-μm particle size column yielded a twofold higher sensitivity. The 2-μm columns yielded a back pressure acceptable for use in both HPLC and UHPLC.
\nSimilarly, a method can be transferred directly from HPLC to UHPLC, without any change in conditions using 2 μm TSKgel UP-SW3000 columns as shown in Figure 31 [42].
\nComparison of the separation efficiency of a 2-μm TSKgel UP-SW3000 column applied in HPLC and UHPLC mode. Conditions were the same as in
Desalting is a process to remove or reduce salt from the liquid, such as protein sample solution. Desalting by gel filtration chromatography (GFC) is the preferred method in biochemical laboratories to reduce the salt concentration or to exchange the buffer of a biopolymer solution. The main advantage of desalting by GFC over dialysis is the faster analysis time. Desalting may be needed for various reasons. Proteins eluting at high or elevated salt concentrations may need to be desalted to lower salt concentration prior to its use for the next step. Protein samples may also contain denaturants such as sodium dodecyl sulfate (SDS), guanidine hydrochloride, and urea which need to be removed. Desalting and buffer exchange of proteins or polynucleotides can also be performed by dialysis, ultra-filtration, or by using spin columns. Desalting columns are characterized by a low exclusion limit and a large pore volume. Salts can fully access all pores, while proteins and other high MW species are excluded. Analytical columns packed with conventional packing materials such as dextran, cellulose, and polyacrylamide have limited physical stability and are not suitable when fast desalting is desired. Requirements for a fast desalting SEC column are [1] an inert matrix, [2] a large pore volume that is fully accessible to common salts and buffer components, [3] a pore size distribution that excludes the component(s) of interest from accessing the pores, and [4] sufficient mechanical strength to allow the use of the column in standard HPLC equipment. As an example, a 15-μm particle size TSKgel BioAssist DS column is composed of a stationary phase where the mechanical strength of the polyacrylamide gel is fourfold higher as compared to conventional gel by urea cross-linking. Conventionally, polyacrylamide beads have been prepared by reversed-phase suspension polymerization or by using a spray dry method. The uniform and more pressure-stable polyacrylamide beads packed in TSKgel BioAssist DS columns were prepared using a normal phase suspension method as shown in Figure 32 [43].
\nPrinciple of the generation of pressure-stable polyacrylamide beads which can be packed in TSKgel BioAssist DS columns.
Fast desalting with excellent reproducibility could be carried out within 5 min using conventional HPLC system and TSKgel BioAssist DS Columns (4.6 mm ID and 10 mm ID) (Figure 33). All the proteins (see table below) eluted with the same retention time closer to void volume irrespective of their size (see the figures below), while salt and other small impurities eluted at longer retention time as a function of their size. Refractive index was used as a detector in this study since salts do not have any chromophore.
\nDesalting of proteins using a TSKgel BioAssist DS column with 4.6 mm ID or 10 mm ID packed with pressure-stable polyacrylamide beads. The retention times of standard proteins and salt are shown.
SEC columns designed for desalting using a HPLC instrument can be useful for the desalting of proteins and polynucleotides at analytical and semi-preparative scale.
\nFor many years, SEC columns have been used to separate various nucleic acid species such as DNA, RNA, and tRNA as well as their constituent bases, adenine, guanine, thymine, cytosine, and uracil. In medicine, several primary nucleobases are the basis for the nucleoside analogues and other synthetic analogs which are used as anticancer and antiviral agents. Nucleobase modifications are the basis of oligonucleotide-based therapeutics, making their purification very important.
\nHydrophilic interaction chromatography (HILIC) is a variant of normal phase liquid chromatography which uses hydrophilic stationary phases with reversed-phase type eluents. It is applied for the separation of polar hydrophilic compounds.
\nChemically bonded diol-coated phases in size exclusion chromatography (SEC) columns demonstrate high polarity and hydrogen bonding properties. They do not contain ionizable groups compared to the unreacted free residual silanols, making them appropriate for the HILIC mode.
\nFigure 34 [44] shows the separation of four nucleobases using a TSKgel SuperSW mAb HTP Column under SEC condition and in HILIC mode at pH 7.4 (Figure 34).
\nSeparation of four nucleobases using a TSKgel SuperSW mAb HTP column under SEC condition (left panel) and in HILIC mode (right panel) at pH 7.4.
As expected, due to the similarities in molecular masses between the four compounds, significant interference is observed among the peaks of interest, particularly the three pyrimidine derivatives, when separated on the TSKgel SuperSW mAb HTP column under SEC conditions. The late elution of adenine (relative to the other three compounds) may be attributed to possible interactions between the stationary phase and the derivatized purine compound, leading to a shift toward a longer retention time. When the same SEC column is used in the HILIC mode, the order of elution of the analytes does not correlate with their molecular mass (as in SEC separations), but instead is based on their relative hydrophilicity. This note demonstrates the benefits of using a SEC column in HILIC mode for the superior resolution of four nucleobases, as opposed to using the column in the SEC mode or using another type of a HILIC column.
\nIt is a recommended practice to protect the column from potential sources of contamination during the SEC separation of mAbs and other proteins. Standards and mobile phases should be filtered through a 0.45-μm syringe filter. A frit filter used between injector and column will also be an additional help. The use of guard columns is highly recommended. Guard columns being short, of similar ID and with the same stationary phase do not possess any separation power. The slight change in the retention time due to small increase in length remains constant in consecutive injections. Using guard columns can prolong the lifetime of the analytical column. The guard column needs to be changed before the dirty material spills over to the analytical column. Frits at different parts of the HPLC instruments need to be changed intermittently. Please refer to the picture below which clearly shows how much dirty materials are trapped by these frits (Figure 35). Frequent changes of the frits are necessary to avoid spillage of the dirty materials to the columns. Phosphate buffer pH 6.8, very commonly used for the protein analysis by SEC is prone to bacterial growth. The column will get clogged and dirty, eventually leading to failure of the analysis and breakdown of the system. Previously I mentioned that sodium azide (NaN3) was used as an antibacterial agent to prevent fouling of the phosphate buffer.
\nComparison of a dirty frit with a new frit.
During the SEC of mAbs and proteins, mobile phases containing salts are constantly used and can deposit on the different parts of the HPLC system (Figure 36). The pump head assembly may get affected from the deposition of salts, resulting into a rise of back pressure as well as causing damage to the sapphire piston. The pump head assembly can be cleaned with distilled water and the back pressure issue is resolved. Mobile phase containing high salt or a combination of high salt and organic solvent can create this problem more than any other low salt aqueous mobile phases. The system should not remain idle with these types of mobile phases. The deposition may happen anywhere within the HPLC system and also inside the column, or in the pump, the injector, the in-line filter or the tubing.
\nSalt depositions at screws of the column.
The use of a surfactant is necessary for certain SEC applications as discussed earlier, but surfactants may change the bonding phase, so it may be necessary to dedicate the column for that particular application.
\nOccasionally protein samples are adsorbed onto the packing material. When this occurs, it is time to clean the SEC column. At the beginning of the separation, when the SEC column is new and operating correctly and the mAb monomer is yielding a well-resolved peak, it is better to establish baseline data and acceptable running conditions criteria. Then, if one of the performance characteristics of the SEC column changes by 10% or more, it is prudent that cleaning is necessary. The acceptance criteria can be more stringent as needed. Similar cleaning of the whole system including the flow cell may be necessary.
\nIf cleaning is necessary, it is better to try cleaning the column in reversed direction at half the flow rate while the column is detached from the detector to prevent detector damage since the proteins have a tendency to adhere to the quartz material of the detector. Since the dirty materials may remain trapped over the frit outside the column, cleaning in reversed flow direction may be the easiest way to clean the column. Once the column is cleaned using the vendor suggested protocol, the analyst must qualify the column using the QC method and QC pass criteria under normal flow direction.
\nIt is always recommended to read the operational conditions and specification sheet (OCS) before the column is used. Occasionally, we may intend to use the column outside the specification for a short period of time, but it is the responsibility of the analyst to monitor if the column is functioning properly. For example, in Section 2.5, it has been shown that an analysis could be repeated to monitor the stability of the antibody over time using a TSKgel SuperSW mAb-HTP column at 0.75 mL/min. The used flow rate (0.75 mL/min) was higher than the recommended maximum flow rate of 0.5 mL/min, as mentioned in the operational conditions and specification (OCS) sheet for this column. Though the column could successfully be used at this higher flow rate without compromising the column health, the effect of the higher flow rate on the column lifetime for prolonged use was not investigated. It is always wise to operate within recommended maximum flow rate to remain in safe side in order to prolong the lifetime of the column. It is always necessary to keep an eye on the back pressure, peak parameters, and so on to monitor the column health.
\nHPLC system and analytical chromatography columns are costly. Method development is time-consuming and costly too. It is important to employ an HPLC system that is optimized with regard to extra-column band broadening to take full advantage of the high column efficiency that can be obtained on analytical columns. For any troubleshooting situation, the problem is one of the following: [1] the column, [2] the sample, [3] the mobile phases, [4] the instrumentation, and [5] personal errors. The same is true for size exclusion chromatography related troubleshooting issues too. Proper maintenance of the column and instrument is much more needed and important to avoid the troubleshooting in the beginning. Many troubleshooting issues can be avoided by taking proper handling the top three major components of any HPLC analysis. The importance of the use of a protein standard mixture and the standard mAb to monitor the column health from time to time is always a good idea as mentioned in brief in Section 2.5. Maintaining a SEC column is an art and good performance, which will result in a prolonged column lifetime.
\nSize-exclusion chromatography is a great tool for the purification of monoclonal antibodies. The secondary interaction of the stationary phase needs to be taken care of by controlling the stationary phase as well as by optimizing the mobile phase. The effect of particle size and pore size of the stationary phase on SEC separation needs to be clearly understood. A right column selection for the purification will depend on the separation range and the slope of the calibration curve. Separation of HMW and LMW species to purify the monomer is critical to get the pure mAb without heterogenic impurities, which might be immunogenic to human. Enzymatic digestion and forced degradations are necessary to characterize the monoclonal antibodies, and SEC columns need to be rightfully selected based on the separation goal. Mobile phase additives may be necessary to improve the separation, and few examples are discussed. Since online LC/MS is becoming popular, a mobile phase compatibility is needed as discussed in this chapter. Since size exclusion chromatography cannot separate the heterogenic species without much difference in hydrodynamic radii, an orthogonal technique is necessary. A similarly complimentary technique is also helpful for complete characterization of the monoclonal antibodies. SEC column developed, and optimization of surface and pore characteristics is critical for the separation of monoclonal antibodies and other proteins by HPLC and UHPLC instrument. With the advancement of UHPLC, an easy method transfer between HPLC and UHPLC is becoming necessary. Ease of method transfer using a column with dual functionality for its use in both HPLC and UHPLC is helpful. Desalting using a conventional SEC HPLC column can be very useful in removing the unwanted salts and additives. A robust separation with excellent reproducibility needs a size exclusion chromatography column with optimized packing as well as the knowledge about the tips and tricks to maintain the column lifetime
\nYoshimi Hashimoto, Toshiaki Nishi, Kazuaki Muranaka, Kosuke Araki, Yasutami Mitoma, Shigeru Nakatani, Hasegawa, Sachiyuki, Oscar Yamasaki, Toru Satoh – Tosoh Corporation, Separation Centre, Japan for their contributions in a number of references and overall support. Tosoh Bioscience LLC and Tosoh Corporation, Tosoh Bioscience LLC, Tosoh Bioscience Gmbh
\nThe genus
The genus
Christenson [7] defined the genus
Genus | Subgenus | Section | Species |
---|---|---|---|
Classification of
Differences in opinion on the importance of morphological features, such as pollen numbers caused disagreement among taxonomists. Therefore, molecular phylogenetic analyses based on DNA information independent from morphology have been actively studied. Molecular phylogenetic analysis [8, 9, 10, 11] supports Christenson’s proposal that the closely related genus
Recently, researchers reported that distantly related genera
The registration system for new cultivars of Orchids was established by Sander (Sander’s Complete List of Orchid Hybrids [14]), and now the Royal Horticultural Society in the United Kingdom (RHS) is taking over the system. Thus, the history of hybridization of orchid cultivars (horticultural varieties) can be traced to their original species. Today, the database of Sander’s list makes it easy for us to search for the ratio of each original species constituting orchid hybrids.
Major cultivars on the current market of moth orchids are divided into two groups (standard or novelty) (Figure 1). Standard types include traditional cultivars with white, pink, semi-alba (white flower with a red lip), and striped big flowers. Novelty types include cultivars with new colorful flowers, such as red, orange, yellow, multiple flowers, flowers of dots (spotted) or mottle (harlequin), and flowers with fragrance. Phylogenetic analysis of recent most popular cultivars revealed their original species composition as ancestors of these hybrids [15]. In standard cultivars, original species of subgenus
Examples of cultivar types (standard, novelty).
The aseptic sowing method greatly affected the industrial production of
Protocorm-like bodies (PLBs) are generically used in the micropropagation of
PLB proliferation. a: PLB. b: Secondary PLBs formed on the original PLB.
The process of micropropagation in
Flower stalk culture is firstly performed in a vegetative propagation system of
PLB induction using leaf segments of plantlets obtained by flower stalk culture has been studied in detailed conditions, such as medium, plant growth regulator, plantlets condition, temperature, lighting intensity, and subculture interval, and practically used since early times by Tanaka et al. [33, 34]. Also, many PLB induction methods are being studied because the leaves are easy to obtain and use as explants throughout the year [35, 36]. Hyponex, VW, and 1/2 strength MS medium are often used in this culture method. Since PLB induction from leaves is adventitious, the use of plant growth regulators, such as α -naphthalene acetic acid (NAA) and 6-benzylaminopurine (BAP) is essential. Highly active Thidiazuron (TDZ) instead of BAP is often used. Recently, efficient induction by leaf thin-section culture [37] and PLB induction using original species of
Roots on plantlets are also easy to use without losing the mother strains and ideal tissue for PLB induction [40]. Park et al. [41] reported that highly efficient PLB induction from root tip on a modified MS medium supplemented with 2.3 mM TDZ. On the other hand, although it is necessary to sterilize, PLB induction is also possible from the aerial roots exposed to the air of potted mature plants [42].
PLB also can be directly induced from flower stalk tissue on the mother strain. Internode segments from flower stalks were cultured for PLB induction. PLBs were formed at the bottom of the section with 50–80% after transferring the segments to a culture medium. Thomale GD medium supplemented with 10% coconut milk, 5 mg/l NAA, and 20 mg/l BAP was effective for PLB formation [43]. PLBs were also induced on the VW medium as a basic medium. Green PLBs with high proliferative efficiency were induced from the shoot apex of flower stalk bud with one or two leaf primordia on ND medium (NDM) supplemented with 0.1 mg/l NAA and 1 mg/l BAP [44].
The proliferation efficiency of PLBs induced from the tissues remarkably increases by adding cutting treatment. The upper part (tip) is apt to differentiate the shoot and the middle and bottom (base) parts tend to form new secondary PLBs on dividing PLBs [33, 45]. Protocorms with the trimmed base were formed secondary PLBs efficiently [46]. The survival rate tends to decrease with the division of PLBs. However, the PLB proliferation rate could be increased without decreasing the survival rate by partially incising the top of PLBs after removing the tip part of the PLB (partial incision treatment) [47]. Enoki and Takahara [48] developed a highly efficient PLB proliferation system by combining this treatment with elongated PLBs showing skotomorphogenesis in the dark.
Browning and death during tissue culture are critical problems for plant species, such as Orchids, including
This phenomenon is reaction called wound responses, which are known in many plant species. Injury on plants causes plant defense system to production of antibacterial active substances, such as phenolic compounds or their own programmed cell death by hypersensitivity reactions due to production of reactive oxygen species, to prevent wounds from additional infection of fungi or insects [51]. Browning and death will occur in the tissue culture since these reactions may be excessive in
Recently, transcriptome analysis of
In the difficulty of micropropagation such as flower stalk [31], PLB [59], and callus [23] cultures of
Various transformation methods have been studied as tools for molecular breeding. To date, a number of high-quality cultivars have been produced by traditional crossbreeding since interspecific and intergeneric hybrids are easy to obtain in Orchids, compared to other plant groups. However, it takes a lot of time and labor in improvement by traditional breeding, because the vegetative growth periods and reproductive cycle of the
Genetic transformation methods are powerful tools for introducing useful genes of other plant species into target plant species. Transformation is advantageous in breeding because it can modify only specific traits of target plant species. Crossbreeding with the aim of improvement of only a particular trait is not suitable for
Many AT methods rather than PB have been studied in the examination of efficient transformation conditions in
Method | Explant | Marker genes | Reporter/Target genes | References |
---|---|---|---|---|
Reporter genes | ||||
AT | Callus | [61] | ||
AT | PLBs | [62, 63, 64] | ||
AT | PLBs | [65] | ||
AT | protocorm | [66, 67] | ||
AT | protocorm | [68] | ||
AT | protocorm | [69] | ||
PB | PLBs | [70] | ||
Target genes | ||||
AT | Callus | Wasabi defensin gene | [71] | |
AT | Callus | [72] | ||
AT | PLBs | [73, 74] | ||
AT | PLBs | GAFP-NPI genes | [75] | |
AT/PB | PLBs | [76, 77] | ||
PB | flower | — | [78, 79] | |
PB | PLBs | — | [80] |
Examples of the transformation of
Abbreviations: AT, Agrobacterium-mediated transformation bar bialaphos resistance BP/KNAT1, Arabidopsis class 1 KNOX; CP, CymMV coat protein; F3’5’H, flavonoid-3, 5-hydroxylase; GAFP, Gastrodia Antifungal Protein; GFP, green fluorescent protein; gus, β-glucuronidase; hpt, hygromycin phosphotransferase; LTP, lipid transfer protein; NPI, Neutrophils Peptide-I; nptII, neomycin phosphotransferase II; PaFT, Phal. amabilis Flowering locus T; PB, particle bombardment; PeUFGT3, Phal. equestris UDP glucose: flavonoid 3-O-glucosyltransferase; pflp, sweet pepper ferredoxin-like protein; PLB, protocorm-like body.
The key to successful transformation depends on the ability of the tissue to regenerate since
Selectable marker genes with target/reporter genes are introduced into target explants. In general, an antibiotic resistance gene such as
At the stage of examining optimal transformation conditions, reporter genes are used instead of the desired target gene to be introduced.
In recent years, molecular breeding of moth orchids using useful target genes derived from other species and gene functional analysis of moth orchid itself using genetic transformation technique have been performed in practice (Table 2). Traits, such as new flower color, plant-pathogen resistance, and cold tolerance, which are important in commercial cultivation, are poor in genetic resources within the genera
In many flower plants, including
Regarding the flower color traits, functional analysis of pigment synthesis-related genes of
Disease resistance breeding is one of the important tasks in the breeding of
The breeding of low-temperature stress tolerance is a serious issue in the moth orchids which are tropical plants. In general,
The utilization of biotechnology such as micropropagation by tissue culture and transformation methods has played a very important role in the commercial production and breeding of
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