SELECTING CHROMATOGRAPHY PARAMETERS FOR MANUFACTURING THERAPEUTIC PROTEINS

    公开(公告)号:US20230148020A1

    公开(公告)日:2023-05-11

    申请号:US17920668

    申请日:2021-04-21

    Applicant: AMGEN INC.

    Abstract: In a method for facilitating selection of chromatography parameters for manufacturing a therapeutic protein, one or more process parameter values associated with a hypothetical chromatography process, and one or more molecular descriptors descriptive of the therapeutic protein, are received. The method also includes predicting a performance indicator for the hypothetical chromatography process at least by analyzing the one or more process parameters and the one or more molecular descriptors using a machine learning model. The machine learning model is a regression tree model, an extreme gradient boost model, or an elastic net model. The method also includes causing the predicted performance indicator, and/or an indication of whether the predicted performance indicator satisfies one or more acceptability criteria, to be presented to a user via a user interface.

    METHODS OF REDUCING OR ELIMINATING PROTEIN MODIFICATION AND DEGRADATION ARISING FROM EXPOSURE TO UV LIGHT
    4.
    发明申请
    METHODS OF REDUCING OR ELIMINATING PROTEIN MODIFICATION AND DEGRADATION ARISING FROM EXPOSURE TO UV LIGHT 审中-公开
    减少或消除从接触到紫外线的蛋白质修饰和降解的方法

    公开(公告)号:US20140329227A1

    公开(公告)日:2014-11-06

    申请号:US14353704

    申请日:2012-10-25

    Applicant: Amgen Inc.

    CPC classification number: G01N1/30 A61L2/10 B01D15/24 C07K1/16 C07K1/22

    Abstract: Methods of inactivation of a virus in a sample comprising a protein component are provided. Also provided are methods of reducing protein degradation or modification in to the presence of a reactive species, such as a reactive species generated as a result of UV exposure, are also provided. In another aspect, a method of reducing oxidation of methionine residues, tryptophan residues or both methionine and tryptophan residues in a protein subjected to UV light is provided. The disclosed methods can be performed at any scale and can be automated as desired.

    Abstract translation: 提供了包含蛋白质组分的样品中病毒失活的方法。 还提供了减少蛋白质降解或修饰反应物质(例如由于UV暴露产生的反应性物质)的存在的方法。 另一方面,提供了在经受紫外光的蛋白质中降低蛋氨酸残基,色氨酸残基或甲硫氨酸和色氨酸残基二氧化的方法。 所公开的方法可以以任何规模执行,并且可以根据需要自动化。

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