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CHOPPI: a web tool for the analysis of immunogenicity risk from host cell proteins in CHO-based protein production

机译:CHOPPI:用于分析基于CHO的蛋白质生产中宿主细胞蛋白质免疫原性风险的网络工具

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摘要

Despite high quality standards and continual process improvements in manufacturing, host cell protein (HCP) process impurities remain a substantial risk for biological products. Even at low levels, residual HCPs can induce a detrimental immune response compromising the safety and efficacy of a biologic. Consequently, advanced-stage clinical trials have been cancelled due to the identification of antibodies against HCPs. To enable earlier and rapid assessment of the risks in Chinese Hamster Ovary (CHO)-based protein production of residual CHO protein impurities (CHOPs), we have developed a web tool called CHOPPI, for CHO Protein Predicted Immunogenicity. CHOPPI integrates information regarding the possible presence of CHOPs (expression and secretion) with characterizations of their immunogenicity (T cell epitope count and density, and relative conservation with human counterparts). CHOPPI can generate a report for a specified CHO protein (e.g., identified from proteomics or immunoassays) or characterize an entire specified subset of the CHO genome (e.g., filtered based on confidence in transcription and similarity to human proteins). The ability to analyze potential CHOPs at a genomic scale provides a baseline to evaluate relative risk. We show here that CHOPPI can identify clear differences in immunogenicity risk among previously validated CHOPs, as well as identify additional ‘risky’ CHO proteins that may be expressed during production and induce a detrimental immune response upon delivery. We conclude that CHOPPI is a powerful tool that provides a valuable computational complement to existing experimental approaches for CHOP risk assessment and can focus experimental efforts in the most important directions.
机译:尽管高质量标准和制造过程中的不断改进,但是宿主细胞蛋白(HCP)过程中的杂质仍然对生物产品构成重大风险。即使在低水平下,残留的HCP也会诱导有害的免疫反应,从而损害生物制剂的安全性和有效性。因此,由于鉴定了针对HCP的抗体,已取消了晚期临床试验。为了能够更快,更快速地评估基于中国仓鼠卵巢(CHO)的残留CHO蛋白杂质(CHOP)的蛋白质生产中的风险,我们开发了一种称为CHOPPI的网络工具,用于CHO蛋白预测的免疫原性。 CHOPPI将有关CHOP可能存在(表达和分泌)的信息与其免疫原性(T细胞表位的数量和密度,以及与人类对应物的相对保守性)的特征相结合。 CHOPPI可以生成特定CHO蛋白的报告(例如,从蛋白质组学或免疫分析中鉴定)或表征CHO基因组的整个指定子集(例如,基于对转录的置信度和与人蛋白质的相似性进行过滤)。在基因组规模上分析潜在CHOP的能力提供了评估相对风险的基线。我们在这里显示,CHOPPI可以识别先前验证的CHOP之间免疫原性风险的明显差异,还可以识别在生产过程中可能表达并在分娩时诱导有害的免疫反应的其他“风险” CHO蛋白。我们得出的结论是,CHOPPI是一种功能强大的工具,可以为CHOP风险评估的现有实验方法提供有价值的计算补充,并且可以将实验工作集中在最重要的方向。

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