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Evaluation of Kinetic constants of Biomolecular Interaction on Optical Surface Plasmon Resonance Sensor with Newton Iteration Method

机译:用牛顿迭代法评估光学表面等离子体共振传感器上生物分子相互作用的动力学常数

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In the immunology, there are two important types of biomolecular interaction: antigens-antibodies and receptors-ligands. Monitoring the response rate and affinity of biomolecular interaction can help analyze the protein function, drug discover, genomics and proteomics research. Moreover the association rate constant and dissociation rate constant of receptors-ligands are the important parameters for the study of signal transmission between cells. Recent advances in bioanalyzer instruments have greatly simplified the measurement of the kinetics of molecular interactions. Non-destructive and real-time monitoring the response to evaluate the parameters between antigens and antibodies can be performed by using optical surface plasmon resonance (SPR) biosensor technology. This technology provides a quantitative analysis that is carried out rapidly with label-free high-throughput detection using the binding curves of antigens-antibodies. Consequently, the kinetic parameters of interaction between antigens and antibodies can be obtained. This article presents a low cost integrated SPR-based bioanalyzer (HPSPR-6000) designed by ourselves. This bioanalyzer is mainly composed of a biosensor TSPR1K23, a touch-screen monitor, a microprocessor PIC24F128, a microflow cell with three channels, a clamp and a photoelectric conversion device. To obtain the kinetic parameters, sensorgrams may be modeled using one of several binding models provided with BIAevaluation software 3.0, SensiQ or Autolab. This allows calculation of the association rate constant (ka) and the dissociation rate constant (kd). The ratio of ka to kd can be used to estimate the equilibrium constant. Another kind is the analysis software OriginPro, which can process the obtained data by nonlinear fitting and then get some correlative parameters, but it can't be embedded into the bioanalyzer, so the bioanalyzer don't support the use of OriginPro. This paper proposes a novel method to evaluate the kinetic parameters of biomolecular interaction by using Newton Iteration Method and Least Squares Method. First, the pseudo first order kinetic model of biomolecular interaction was established. Then the data of molecular interaction of HBsAg and HBsAb was obtained by bioanalyzer. Finally, we used the optical SPR bioanalyzer software which was written by ourselves to make nonlinear fit about the association and dissociation curves. The correlation coefficient R-squared is 0.99229 and 0.99593, respectively. Furthermore, the kinetic parameters and affinity constants were evaluated using the obtained data from the fitting results.
机译:在免疫学中,有两种重要的生物分子相互作用类型:抗原-抗体和受体-配体。监测反应速度和生物分子相互作用的亲和力可以帮助分析蛋白质功能,药物发现,基因组学和蛋白质组学研究。此外,受体-配体的缔合速率常数和解离速率常数是研究细胞间信号传递的重要参数。生物分析仪的最新进展大大简化了分子相互作用动力学的测量。通过使用光学表面等离子体共振(SPR)生物传感器技术,可以进行非破坏性实时监测响应以评估抗原和抗体之间的参数。这项技术提供了定量分析,该分析可以使用抗原-抗体的结合曲线通过无标记的高通量检测快速进行。因此,可以获得抗原和抗体之间相互作用的动力学参数。本文介绍了由我们自己设计的低成本集成的基于SPR的生物分析仪(HPSPR-6000)。该生物分析仪主要由生物传感器TSPR1K23,触摸屏监视器,微处理器PIC24F128,具有三个通道的微流槽,夹具和光电转换装置组成。为了获得动力学参数,可以使用BIAevaluation软件3.0,SensiQ或Autolab提供的几种绑定模型之一对传感图建模。这允许计算缔合速率常数(ka)和解离速率常数(kd)。 ka与kd的比率可用于估算平衡常数。另一种是分析软件OriginPro,它可以通过非线性拟合处理获得的数据,然后获得一些相关参数,但是不能嵌入到生物分析仪中,因此该生物分析仪不支持使用OriginPro。本文提出了一种利用牛顿迭代法和最小二乘法评价生物分子相互作用动力学参数的新方法。首先,建立了生物分子相互作用的拟一级动力学模型。然后通过生物分析仪获得了HBsAg和HBsAb的分子相互作用数据。最后,我们使用了由我们自己编写的光学SPR生物分析仪软件来使缔合和解离曲线非线性拟合。相关系数R平方分别为0.99229和0.99593。此外,使用从拟合结果获得的数据评估动力学参数和亲和常数。

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