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    • 10. 发明申请
    • IN SILICO PREDICTION OF HIGH EXPRESSION GENE COMBINATIONS AND OTHER COMBINATIONS OF BIOLOGICAL COMPONENTS
    • 在硅胶中预测高表达基因组合和生物组分的其他组合
    • US20120115734A1
    • 2012-05-10
    • US12939586
    • 2010-11-04
    • Laura PotterMichael NuccioRex Dwyer
    • Laura PotterMichael NuccioRex Dwyer
    • C40B10/00C40B60/00
    • G16B20/00G16B25/00G16B35/00G16C20/60
    • Various systems and methods for selecting candidate biological components and/or combinations of biological components that affect a biological process are described. For example, a computing device may use a computer model to simulate the biological process and predict a phenotypic outcome. In this manner, the impact of candidate components and combinations may be determined using the computer model. The computing device may determine optimal characteristics such as expression levels of biological components that result in a desirable phenotypic outcome of the biological process as predicted by the computer model. The computing device may perform sensitivity analysis around the optimal characteristics. The sensitivity analysis may be used to determine whether the candidate combinations are robust across a range of the optimal characteristics. The computing device may select various candidate components and combinations based on the sensitivity analysis and the predicted phenotypic outcome.
    • 描述了用于选择候选生物组分和/或影响生物过程的生物组分的组合的各种系统和方法。 例如,计算设备可以使用计算机模型来模拟生物过程并预测表型结果。 以这种方式,可以使用计算机模型来确定候选组件和组合的影响。 计算设备可以确定最佳特征,例如生物成分的表达水平,其导致如计算机模型预测的生物过程的期望的表型结果。 计算设备可以围绕最佳特征执行灵敏度分析。 灵敏度分析可以用于确定候选组合在最佳特征的范围内是否稳定。 计算设备可以基于灵敏度分析和预测的表型结果来选择各种候选组分和组合。