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A concise and comprehensive guide to current statistical concepts Editors: F. Brown A. Mire-Sluis Developments in Biologicals, Vol. 107 The Design and Analysis of Potency Assays for Biotechnology Products Editors: Brown, F. (Greenport, N.Y.); Mire-Sluis, A. (Carlsbad, Calif.) National Institute for Biological Standards and Control, London, October 2000 VIII + 144 p., 20 fig., 12 tab., soft cover, 2002 CHF 140.– / EUR 100.– / USD 121.75 ISBN 3–8055–7425–8 Prices subject to change EUR price for Germany, USD price for USA only Fields of Interest: Immunology, Pharmaceutics, Biotechnology, Data Processing/ Medical Statistics, Laboratory The Design and Analysis of Potency Assays for Biotechnology Products The complexity of the structure and function of many biotechnology-derived products necessitates a wide range of analytical procedures to adequately characterize the product. Physicochemical techniques provide little, if any, information regarding the potency of biologicals. Therefore, the development and analysis of biological assays that measure the ability of a material to elicit a function are essential to successful product development. Bioassays such as in vivo or cell-based assays often exhibit inherent variability due to the use of living materials. It is necessary to design and execute Contents General Assay Performance Characteristics – Statistical Measures Characterization and Implications of Bioassay Variation: Ostland, M. Strip-Plot Designs, Mixed Models, and Comparison between Linear and Non-Linear Models for Microtitre Plate Bioassays: Lansky, D. Validation of Biological Assays: Schofield, T. Potency Estimation by Parallel Line Bioassay Techniques Statistical Considerations in the Design and Analysis of Parallel Line Assays: Gaines Das, R.E. Selected Topics in Parallel Line Bioassay: Giltinan, D. Parallel Line Bioassay in Practice: Norwood, B.J. A Case Study: Development of a Bioassay for IL-1ra: Wolf, J. bioassays to reduce variability as much as possible whilst enabling statistically valid measures of the reproducibility of potency estimates. The articles in this volume aim to describe statistical approaches currently being used in the design and analysis of potency assays for biotechnology products, and to identify factors influencing the appropriate choice of these approaches. Issues that impact on assay design, implementation, validation and interpretation are discussed, both from the analyst’s and statistician’s perspective. Extensions to Parallel Line Bioassay Analysis Constrained Four Parameter Logistic Model: Altan, S.; Manola, A.; Davidian, M.; Raghavarao, D. An Aspect of Discrete Data Analysis: Fitting a Beta-Binomial Distribution to the Hospitals’ Data: Altham, P.M.E. Special Cases for Assay Design and Analysis Methods for the Analysis and Design of Limiting Dilution Assays: Matthews, J.N.S. Analysis of an in vivo Assay for Inactivated Polio Vaccine: Heath, A.B. Analysis to What Aims? Setting Specifications Setting Specifications for Potency Assays – Basic Principles: Mire-Sluis, A.R. Statistical Approaches to Specification Setting with Application to Bioassay: Dillard, B. International Specification Setting – EP Perspectives: Calam, D.H.

A concise and comprehensive guide to current statistical concepts<br />

Editors:<br />

F. Brown<br />

A. Mire-Sluis<br />

Developments in Biologicals,<br />

Vol. 107<br />

The Design and Analysis<br />

of Potency Assays for<br />

Biotechnology Products<br />

Editors:<br />

Brown, F. (Greenport, N.Y.);<br />

Mire-Sluis, A. (Carlsbad, Calif.)<br />

National Institute for Biological<br />

Standards and Control,<br />

London, October 2000<br />

VIII + 144 p., 20 fig., 12 tab.,<br />

soft cover, 2002<br />

CHF 140.– / EUR 100.– / USD 121.75<br />

ISBN 3–8055–7425–8<br />

Prices subject to change<br />

EUR price for Germany,<br />

USD price for USA only<br />

Fields of Interest:<br />

Immunology, Pharmaceutics,<br />

Biotechnology, Data Processing/<br />

Medical Statistics, Laboratory<br />

The Design and Analysis<br />

of Potency Assays for<br />

Biotechnology Products<br />

The complexity of the structure and<br />

function of many biotechnology-derived<br />

products necessitates a wide range of<br />

analytical procedures to adequately<br />

characterize the product. Physicochemical<br />

techniques provide little, if any, information<br />

regarding the potency of biologicals.<br />

Therefore, the development and analysis<br />

of biological assays that measure the<br />

ability of a material to elicit a function<br />

are essential to successful product development.<br />

Bioassays such as in vivo or<br />

cell-based assays often exhibit inherent<br />

variability due to the use of living materials.<br />

It is necessary to design and execute<br />

Contents<br />

General Assay Performance<br />

Characteristics – Statistical Measures<br />

Characterization and Implications of Bioassay<br />

Variation: Ostland, M.<br />

Strip-Plot Designs, Mixed Models, and<br />

Comparison between Linear and Non-Linear<br />

Models for Microtitre Plate Bioassays:<br />

Lansky, D.<br />

Validation of Biological Assays: Schofield, T.<br />

Potency Estimation by Parallel Line<br />

Bioassay Techniques<br />

Statistical Considerations in the Design<br />

and Analysis of Parallel Line Assays:<br />

Gaines Das, R.E.<br />

Selected Topics in Parallel Line Bioassay:<br />

Giltinan, D.<br />

Parallel Line Bioassay in Practice:<br />

Norwood, B.J.<br />

A Case Study: Development of a Bioassay<br />

for IL-1ra: Wolf, J.<br />

bioassays to reduce variability as much as<br />

possible whilst enabling statistically valid<br />

measures of the reproducibility of potency<br />

estimates.<br />

The articles in this volume aim to describe<br />

statistical approaches currently being<br />

used in the design and analysis of potency<br />

assays for biotechnology products, and<br />

to identify factors influencing the appropriate<br />

choice of these approaches. Issues<br />

that impact on assay design, implementation,<br />

validation and interpretation are<br />

discussed, both from the analyst’s and<br />

statistician’s perspective.<br />

Extensions to Parallel Line Bioassay<br />

Analysis<br />

Constrained Four Parameter Logistic Model:<br />

Altan, S.; Manola, A.; Davidian, M.;<br />

Raghavarao, D.<br />

An Aspect of Discrete Data Analysis: Fitting a<br />

Beta-Binomial Distribution to the Hospitals’<br />

Data: Altham, P.M.E.<br />

Special Cases for Assay Design<br />

and Analysis<br />

Methods for the Analysis and Design of<br />

Limiting Dilution Assays: Matthews, J.N.S.<br />

Analysis of an in vivo Assay for Inactivated<br />

Polio Vaccine: Heath, A.B.<br />

Analysis to What Aims? Setting<br />

Specifications<br />

Setting Specifications for Potency Assays –<br />

Basic Principles: Mire-Sluis, A.R.<br />

Statistical Approaches to Specification Setting<br />

with Application to Bioassay: Dillard, B.<br />

International Specification Setting –<br />

EP Perspectives: Calam, D.H.


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