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Application of Multivariate Analysis to Optimize Function of Cultured Hepatocytes

机译:多元分析在优化肝细胞功能中的应用

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Universtanding the metabilic and regulatory pathways of thepatocytes is important for biotchnoloibicl applications involving liver cells includig the development of hepartocyts meatbolic flux analsysis (MFA) was applied to elucidate the changes in intracellular pathway fluxes of primary rat hepatocytes exposed to human plasma and to provide a comprehensive snapshot of the hepatic metabolic profile In the current study the combination of preconditioning and plasma suplementation produced distinct metabilic states.Combining te metabolic flux distribution obtained by MFA with methodologices such as fisher discriminant analysis (FDA) and partial least squares or projection to latent structures (PLS) provided instights into the underlying structure and acusal relationshipo within the data With the aid of these analyses patterns in the cellular response of the hepatocytes that contributed to the separation of the different hepatic states were indenfified.Of particular interest was the recognition of distal pathways that strongly correlated with a particular hepatioc function.The hepatic function investigated were intracellular triglyceride accumulation and urea production.This study illstates a framework for optimizing heptic function and a possibility of of identifying potential targets for improving hepatic functions.
机译:肝细胞的生物代谢和调控途径的统一对于肝细胞的生物技术应用非常重要,包括肝细胞的发育,肉质通量分析(MFA)的应用是为了阐明暴露于人血浆的原代大鼠肝细胞的细胞内通路通量的变化并提供全面的信息。肝代谢概况的快照在当前研究中,预处理和血浆补充的结合产生了明显的转移状态.MFA获得的te代谢通量分布与费舍尔判别分析(FDA)和偏最小二乘或投影到潜在结构的方法学相结合( PLS)为数据中的下层结构和骨盆关系提供了明晰的信息。借助这些分析,有助于区分不同肝状态的肝细胞的细胞反应模式被确定化。与特定肝功能密切相关的远端通路的位置。研究的肝功能是细胞内甘油三酸酯的积累和尿素的产生。本研究没有阐明优化肝功能的框架以及确定潜在的改善肝功能靶标的可能性。

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