Monte Carlo Method for Calculating the Probability of Monoclonality of Cell Lines

This study describes the generation of monoclonal producer clones using the ClonePix™ FL robotic system. CHO cells producing the enzyme arylsulfatase B (ASB) were used as an example. As a result, 20 leading clones producing the recombinant lysosomal enzyme ASB were selected. The probability of monoclonality calculated using the formula provided by the developers of the ClonePix™ FL system was 99.94%. However, the probability of monoclonality calculated by the Monte Carlo method was 97.79%. The Monte Carlo method provided a more accurate estimate of the probability of monoclonality, allowing us to make adjustments in the process of clone production and optimize cell seeding in a semi-solid medium by taking into account additional parameters. The probability of monoclonality of producer clones is a necessary parameter for drug registration.

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Journal
Applied Biochemistry and Microbiology
Published
2025-12-01
DOI
https://doi.org/10.1134/s0003683825700620
Primary Topic
Lysosomal Storage Disorders Research
Type
article
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article

Monte Carlo Method for Calculating the Probability of Monoclonality of Cell Lines

S. S. Timonova, I. A. Kiric, V. I. Pavelko, V. N. Bade et al.
Applied Biochemistry and Microbiology
Lysosomal Storage Disorders Research
article

Monte Carlo Method for Calculating the Probability of Monoclonality of Cell Lines

S. S. Timonova, I. A. Kiric, V. I. Pavelko, V. N. Bade, R. A. Khamitov, A. A. Piskunov
article en

Abstract

This study describes the generation of monoclonal producer clones using the ClonePix™ FL robotic system. CHO cells producing the enzyme arylsulfatase B (ASB) were used as an example. As a result, 20 leading clones producing the recombinant lysosomal enzyme ASB were selected. The probability of monoclonality calculated using the formula provided by the developers of the ClonePix™ FL system was 99.94%. However, the probability of monoclonality calculated by the Monte Carlo method was 97.79%. The Monte Carlo method provided a more accurate estimate of the probability of monoclonality, allowing us to make adjustments in the process of clone production and optimize cell seeding in a semi-solid medium by taking into account additional parameters. The probability of monoclonality of producer clones is a necessary parameter for drug registration.

Applied Biochemistry and MicrobiologyVol. 61(9)
Vladimir State University (RU)
Good health and well-being
Openalex Percentile: Top 30%
Lysosomal Storage Disorders Research
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