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Limit of the accuracy of parameter estimation for two molecules moving in close proximity

机译:两个分子近距离运动的参数估计精度的限制

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Biomolecular interactions are central to biological processes and typically take place at nanometer scale distances. They often involve molecular motion which is known to affect the accuracy of the parameter estimates. Therefore, in this paper, we consider a case of two closely spaced molecules with planar trajectory and present a general expression of the Fisher information matrix in terms of their trajectory from which the benchmark for the accuracy of the parameter estimates is obtained. Through simulations, we show its application in the case of two moving objects and another case where only one of the two objects is moving. It is shown that the deterioration of the limit of the accuracy is not only dependent on the proximity of their starting position but also on their speed and direction of movement. The effect of differing photon emission intensities on the limit of the accuracy of parameter estimation is also investigated.
机译:生物分子相互作用是生物过程的核心,通常发生在纳米尺度距离。它们通常涉及已知会影响参数估计精度的分子运动。因此,在本文中,我们考虑具有平面轨迹的两个紧密间隔的分子的情况,并根据其轨迹给出Fisher信息矩阵的一般表达式,从中可以得到参数估计精度的基准。通过仿真,我们展示了它在两个运动物体的情况下的应用,以及在两个物体中只有一个运动的情况下的应用。结果表明,精度极限的降低不仅取决于其起始位置的接近程度,还取决于其速度和运动方向。还研究了不同的光子发射强度对参数估计精度极限的影响。

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