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Burdick RK, Thomas N, Cheng A. Statistical Considerations in Demonstrating CMC Analytical Similarity for a Biosimilar Product. Stat Biopharm Res 2017. [DOI: 10.1080/19466315.2017.1280412] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Affiliation(s)
| | - Neal Thomas
- Statistical Research and Consulting Center, Groton, CT
| | - Aili Cheng
- Pharmaceutical Sciences and Manufacturing Statistics, Andover, MA
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Burdick R, Coffey T, Gutka H, Gratzl G, Conlon HD, Huang CT, Boyne M, Kuehne H. Statistical Approaches to Assess Biosimilarity from Analytical Data. AAPS JOURNAL 2016; 19:4-14. [PMID: 27709452 DOI: 10.1208/s12248-016-9968-0] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/11/2016] [Accepted: 07/22/2016] [Indexed: 11/30/2022]
Abstract
Protein therapeutics have unique critical quality attributes (CQAs) that define their purity, potency, and safety. The analytical methods used to assess CQAs must be able to distinguish clinically meaningful differences in comparator products, and the most important CQAs should be evaluated with the most statistical rigor. High-risk CQA measurements assess the most important attributes that directly impact the clinical mechanism of action or have known implications for safety, while the moderate- to low-risk characteristics may have a lower direct impact and thereby may have a broader range to establish similarity. Statistical equivalence testing is applied for high-risk CQA measurements to establish the degree of similarity (e.g., highly similar fingerprint, highly similar, or similar) of selected attributes. Notably, some high-risk CQAs (e.g., primary sequence or disulfide bonding) are qualitative (e.g., the same as the originator or not the same) and therefore not amenable to equivalence testing. For biosimilars, an important step is the acquisition of a sufficient number of unique originator drug product lots to measure the variability in the originator drug manufacturing process and provide sufficient statistical power for the analytical data comparisons. Together, these analytical evaluations, along with PK/PD and safety data (immunogenicity), provide the data necessary to determine if the totality of the evidence warrants a designation of biosimilarity and subsequent licensure for marketing in the USA. In this paper, a case study approach is used to provide examples of analytical similarity exercises and the appropriateness of statistical approaches for the example data.
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Affiliation(s)
- Richard Burdick
- Elion Labs, 1450 Infinite Drive, Louisville, Colorado, 80027, USA
| | - Todd Coffey
- Washington State University, PO Box 643113, Pullman, Washington, 99164, USA
| | - Hiten Gutka
- Oncobiologics Inc., 7 Clarke Drive, Cranbury, New Jersey, 08536, USA
| | - Gyöngyi Gratzl
- West-Ward Pharmaceuticals (A Hikma Company), 300 Northfield Rd., Bedford, Ohio, 44146, USA
| | - Hugh D Conlon
- Pfizer Inc., 1 Burtt Road, Andover, Massachusetts, 01810, USA
| | - Chi-Ting Huang
- CTH Analytical Consulting, 1 Broadway, Cambridge, Massachusetts, 02142, USA
| | - Michael Boyne
- BioTechLogic, 717 Indian Rd, Glenview, Illinois, 60025, USA
| | - Henriette Kuehne
- Coherus BioSciences, 4014 Camino Ranchero Ste A, Camarillo, California, 93012, USA.
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Zhang X, Luo Q, Apostol I, Luo S, Jerums M, Huang G, Jiang XG, Gastwirt J, Savjani N, Lewis J, Keener R, Wypych J. Assessment of stable isotope incorporation into recombinant proteins. Anal Biochem 2013; 433:137-49. [DOI: 10.1016/j.ab.2012.10.013] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2012] [Revised: 10/03/2012] [Accepted: 10/08/2012] [Indexed: 11/16/2022]
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Kusari S, Zühlke S, Spiteller M. Effect of artificial reconstitution of the interaction between the plant Camptotheca acuminata and the fungal endophyte Fusarium solani on camptothecin biosynthesis. JOURNAL OF NATURAL PRODUCTS 2011; 74:764-775. [PMID: 21348469 DOI: 10.1021/np1008398] [Citation(s) in RCA: 87] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/30/2023]
Abstract
Fungal endophytes inhabit healthy tissues of all terrestrial plant taxa studied and occasionally produce host-specific compounds. We recently isolated an endophytic fungus, Fusarium solani, from Camptotheca acuminata, capable of biosynthesizing camptothecin (CPT, 1), but this capability substantially decreased on repeated subculturing. The endophyte with an impaired 1 biosynthetic capability was artificially inoculated into the living host plants and then recovered after colonization. Although the host-endophyte interaction could be reconstituted, biosynthesis of 1 could not be restored. Using a homology-based approach and high-precision isotope-ratio mass spectrometry (HP-IRMS), a cross-species biosynthetic pathway is proposed where the endophyte utilizes indigenous G10H (geraniol 10-hydroxylase), SLS (secologanin synthase), and TDC (tryptophan decarboxylase) to biosynthesize precursors of 1. However, the endophyte requires host STR (strictosidine synthase) in order to condense the nitrogen-containing moiety (tryptamine, 2) with the carbon-containing moiety (secologanin, 3) to form strictosidine (4) and complete the biosynthesis of 1. Biosynthetic genes of 1 in the seventh subculture generation of the endophyte revealed random and unpredictable nonsynonymous mutations. These random base substitutions led to dysfunction at the amino acid level. The controls, Top1 gene and rDNA, remained intact over subculturing, revealing that instability of biosynthetic genes of 1 was not reflected in the primary metabolic processes and functioning of the housekeeping genes. The present results reveal the causes of decreased production of 1 on subculturing, which could not be reversed by host-endophyte reassociation.
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Affiliation(s)
- Souvik Kusari
- Institut für Umweltforschung (INFU) der Fakultät Chemie, Lehrstuhl für Umweltchemie und Analytische Chemie, Technische Universität Dortmund, Otto-Hahn-Strasse 6, D-44221 Dortmund, Germany
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Godin JP, Fay LB, Hopfgartner G. Liquid chromatography combined with mass spectrometry for 13C isotopic analysis in life science research. MASS SPECTROMETRY REVIEWS 2007; 26:751-74. [PMID: 17853432 DOI: 10.1002/mas.20149] [Citation(s) in RCA: 43] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/17/2023]
Abstract
Among the different disciplines covered by mass spectrometry, measurement of (13)C/(12)C isotopic ratio crosses a large section of disciplines from a tool revealing the origin of compounds to more recent approaches such as metabolomics and proteomics. Isotope ratio mass spectrometry (IRMS) and molecular mass spectrometry (MS) are the two most mature techniques for (13)C isotopic analysis of compounds, respectively, for high and low-isotopic precision. For the sample introduction, the coupling of gas chromatography (GC) to either IRMS or MS is state of the art technique for targeted isotopic analysis of volatile analytes. However, liquid chromatography (LC) also needs to be considered as a tool for the sample introduction into IRMS or MS for (13)C isotopic analyses of non-volatile analytes at natural abundance as well as for (13)C-labeled compounds. This review presents the past and the current processes used to perform (13)C isotopic analysis in combination with LC. It gives particular attention to the combination of LC with IRMS which started in the 1990's with the moving wire transport, then subsequently moved to the chemical reaction interface (CRI) and was made commercially available in 2004 with the wet chemical oxidation interface (LC-IRMS). The LC-IRMS method development is also discussed in this review, including the possible approaches for increasing selectivity and efficiency, for example, using a 100% aqueous mobile phase for the LC separation. In addition, applications for measuring (13)C isotopic enrichments using atmospheric pressure LC-MS instruments with a quadrupole, a time-of-flight, and an ion trap analyzer are also discussed as well as a LC-ICPMS using a prototype instrument with two quadrupoles.
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Affiliation(s)
- Jean-Philippe Godin
- Nestlé Research Center, Nestec Ltd, Vers chez les blanc, P.O. BOX 44, CH-1000 Lausanne 26, Switzerland.
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Godin JP, Hau J, Fay LB, Hopfgartner G. Isotope ratio monitoring of small molecules and macromolecules by liquid chromatography coupled to isotope ratio mass spectrometry. RAPID COMMUNICATIONS IN MASS SPECTROMETRY : RCM 2005; 19:2689-98. [PMID: 16124031 DOI: 10.1002/rcm.2117] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
In the field of isotope ratio mass spectrometry, the introduction of an interface allowing the connection of liquid chromatography (LC) and isotope ratio mass spectrometry (IRMS) has opened a range of new perspectives. The LC interface is based on a chemical oxidation, producing CO2 from organic molecules. While first results were obtained from the analysis of low molecular weight compounds, the application of compound-specific isotope analysis by irm-LC/MS to other molecules, in particular biomolecules, is presented here. The influence of the LC flow rate on the CO2 signal and on the observed delta13C values is demonstrated. The limits of quantification for angiotensin III and for leucine were 100 and 38 pmol, respectively, with a standard deviation of the delta13C values better than 0.4 per thousand. Also, accuracy and precision of delta13C values for elemental analyser-IRMS and flow injection analysis-IRMS (FIA-LC/MS) were compared. For compounds with molecular weights ranging from 131 to 66,390 Da, precision was better than 0.3 per thousand, and accuracy varied from 0.1 to 0.7 per thousand. In a second part of the work, a two-dimensional (2D)-LC method for the separation of 15 underivatised amino acids is demonstrated; the precision of delta13C values for several amino acids by irm-LC/MS was better than 0.3 per thousand at natural abundance. For labelled mixtures, the coefficient of variation was between 1% at 0.07 atom % excess (APE) for threonine and alanine, and around 10% at 0.03 APE for valine and phenylalanine. The application of irm-LC/MS to the determination of the isotopic enrichment of 13C-threonine in an extract of rat colon mucosa demonstrated a precision of 0.5 per thousand, or 0.001 atom %.
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Affiliation(s)
- Jean-Philippe Godin
- Nestec Ltd., Nestlé Research Center, Department of Bioanalytical Science, PO Box 44, CH-1000 Lausanne 26, Switzerland.
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