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肠道及其他转运动力学中可饱和成分和线性成分的计算。

The computation of saturable and linear components of intestinal and other transport kinetics.

作者信息

Atkins G L, Gardner M L

出版信息

Biochim Biophys Acta. 1977 Jul 4;468(1):127-45. doi: 10.1016/0005-2736(77)90156-0.

Abstract
  1. Published data for absorption kinetics have been fitted by non-linear regression to (i) a single Michaelis-Menten function, (ii) a Michaelis-Menten function plus a linear term and (iii) a sum of two Michaelis-Menten functions. A series of criteria have been drawn up to establish the goodness of fit in each case. 2. In 17 out of 35 cases the Michaelis-Menten function was the "best fit". In nine cases the "best-fit" model also included a linear term, but never was the sum of two Michaelis-Menten functions accepted to be the "best-fit" model. 3. Linearity of a Lineweaver-Burk plot was of unreliable diagnostic value in assessing goodness of fit. 4. Since the fit of a Michaelis-Menten function was often poor, simulated data sets with error were used to study the influence of experimental design etc. on Michaelis-Menten parameter estimation. 5. Precision of estimation of Km is increased by increasing the number of data points, reducing their variance, increasing the data range and by straddling Km in the observations. For a given constant number of observations there is no advantage in using replicate observations at few concentrations or single values at relatively many concentrations, or in using single values rather than means. 6. The caution necessary in interpretation of kinetic models is emphasized.
摘要
  1. 已发表的吸收动力学数据通过非线性回归拟合为:(i) 单一的米氏函数;(ii) 米氏函数加线性项;(iii) 两个米氏函数之和。已制定了一系列标准来确定每种情况下的拟合优度。2. 在35个案例中的17个案例中,米氏函数是“最佳拟合”。在9个案例中,“最佳拟合”模型还包括一个线性项,但两个米氏函数之和从未被接受为“最佳拟合”模型。3. 在评估拟合优度时,Lineweaver - Burk图的线性具有不可靠的诊断价值。4. 由于米氏函数的拟合通常较差,因此使用带有误差的模拟数据集来研究实验设计等对米氏参数估计的影响。5. 通过增加数据点数量、降低其方差、扩大数据范围以及在观测中跨越Km,可以提高Km估计的精度。对于给定的固定观测数量,在少数浓度下使用重复观测值或在相对较多浓度下使用单个值,或者使用单个值而非均值,都没有优势。6. 强调了在解释动力学模型时需要谨慎。

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