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    • 7. 发明申请
    • Method for simulating a production process of a substance
    • 模拟物质生产过程的方法
    • US20070038419A1
    • 2007-02-15
    • US11501232
    • 2006-08-09
    • Yoshihiro UsudaShintaro IwataniKazuhiko Matsui
    • Yoshihiro UsudaShintaro IwataniKazuhiko Matsui
    • G06F17/10
    • G16B5/00
    • A method for simulating a substance production process using cells based on a set of differential equations that represent intracellular metabolites and gene expression comprising including a specific growth rate of cells, expressed as a differential equation, in the set of differential equations; assigning values for parameters in the set of differential equations, wherein at least one of said parameters is represented as a growth rate factor; incorporating in the set of differential equations a formation rate for formation of a cell component, wherein said formation rate is represented as a growth rate factor; incorporating in the set of differential equations an inflow rate of a metabolite taken from outside of the cells and/or an outflow rate of a metabolite excreted out of the cells, wherein said inflow/outflow rates are represented as a growth rate factor; solving the set of differential equations; and generating data representative of the substance-production process.
    • 一种基于代表细胞内代谢物和基因表达的微分方程组,使用细胞模拟物质生产过程的方法,其包括在微分方程组中包含表示为微分方程的细胞的比生长速率; 为所述微分方程组中的参数分配值,其中所述参数中的至少一个被表示为增长率因子; 在微分方程组中并入形成细胞成分的形成速率,其中所述形成速率表示为生长速率因子; 在微分方程组中引入从细胞外部获取的代谢物的流入速率和/或从细胞排出的代谢物的流出速率,其中所述流入/流出速率表示为生长速率因子; 求解微分方程组; 并产生代表物质生产过程的数据。
    • 9. 发明申请
    • Method for determining metabolic flux affecting substance production
    • 测定代谢通量影响物质生产的方法
    • US20060154289A1
    • 2006-07-13
    • US11337580
    • 2006-01-24
    • Stephen DienShintaro IwataniYoshihiro UsudaKazuhiko MatsuiTakuji UedaYuichiro Tsuji
    • Stephen DienShintaro IwataniYoshihiro UsudaKazuhiko MatsuiTakuji UedaYuichiro Tsuji
    • C12Q1/68C12Q1/18C12N1/21
    • C12N9/0006C12P13/08
    • A metabolic flux affecting substance production using cells is determined by 1) creating a stoichiometric matrix based on formulas of biochemical reactions from a substrate through a desired produced substance, 2) selecting the same number of independent metabolic fluxes from all metabolic fluxes as the degree of freedom of the stoichiometric matrix as free fluxes, 3) creating a sufficient number of random combinations of the free fluxes for a statistical analysis and calculating a metabolic flux distribution from each created combination based on the stoichiometric matrix, 4) obtaining a regression equation including a minimum number of free fluxes that shows a correlation with substance production from the calculated metabolic flux distributions by a multivariate statistical analysis, and 5) determining at least one metabolic flux affecting substance production based on a coefficient in the obtained regression equation.
    • 影响使用细胞的物质生产的代谢通量是通过以下方法确定的:1)根据基质通过所需生产物质的生物化学反应的公式产生化学计量矩阵,2)从所有代谢通量中选择相同数量的独立代谢通量, 作为自由通量的化学计量矩阵的自由度,3)产生足够数量的自由通量的随机组合用于统计分析,并且基于化学计量矩阵计算每个创建的组合的代谢通量分布,4)获得包括 通过多变量统计分析从计算的代谢通量分布中显示与物质生产相关的最小数量的自由通量,以及5)基于所获得的回归方程中的系数确定影响物质生产的至少一种代谢通量。