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视网膜在健康、发育和疾病中的数学和计算模型。

Mathematical and computational models of the retina in health, development and disease.

机构信息

Mathematical Institute, University of Oxford, Andrew Wiles Building, Radcliffe Observatory Quarter, Woodstock Road, Oxford, OX2 6GG, UK; Department of Computer Science, University of Oxford, Wolfson Building, Parks Road, Oxford, OX1 3QD, UK.

Wolfson Centre for Mathematical Biology, Mathematical Institute, University of Oxford, Andrew Wiles Building, Radcliffe Observatory Quarter, Woodstock Road, Oxford, OX2 6GG, UK.

出版信息

Prog Retin Eye Res. 2016 Jul;53:48-69. doi: 10.1016/j.preteyeres.2016.04.001. Epub 2016 Apr 7.

Abstract

The retina confers upon us the gift of vision, enabling us to perceive the world in a manner unparalleled by any other tissue. Experimental and clinical studies have provided great insight into the physiology and biochemistry of the retina; however, there are questions which cannot be answered using these methods alone. Mathematical and computational techniques can provide complementary insight into this inherently complex and nonlinear system. They allow us to characterise and predict the behaviour of the retina, as well as to test hypotheses which are experimentally intractable. In this review, we survey some of the key theoretical models of the retina in the healthy, developmental and diseased states. The main insights derived from each of these modelling studies are highlighted, as are model predictions which have yet to be tested, and data which need to be gathered to inform future modelling work. Possible directions for future research are also discussed. Whilst the present modelling studies have achieved great success in unravelling the workings of the retina, they have yet to achieve their full potential. For this to happen, greater involvement with the modelling community is required, and stronger collaborations forged between experimentalists, clinicians and theoreticians. It is hoped that, in addition to bringing the fruits of current modelling studies to the attention of the ophthalmological community, this review will encourage many such future collaborations.

摘要

视网膜赋予了我们视觉的天赋,使我们能够以任何其他组织都无法比拟的方式感知世界。实验和临床研究为视网膜的生理学和生物化学提供了深刻的见解;然而,有些问题单凭这些方法无法解答。数学和计算技术可以为这个固有复杂和非线性系统提供互补的见解。它们使我们能够描述和预测视网膜的行为,以及测试在实验上难以解决的假设。在这篇综述中,我们调查了健康、发育和患病状态下视网膜的一些关键理论模型。强调了从这些建模研究中得出的主要见解,以及尚未经过测试的模型预测,以及需要收集的数据来为未来的建模工作提供信息。还讨论了可能的研究方向。虽然目前的建模研究在揭示视网膜的工作原理方面取得了巨大成功,但它们尚未发挥出全部潜力。要实现这一目标,需要更多地参与建模社区,并在实验、临床和理论工作者之间建立更强大的合作关系。希望除了将当前建模研究的成果引起眼科界的关注之外,这篇综述还将鼓励许多这样的未来合作。

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