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处于高剂量率或低剂量率电离辐射下的非增殖细胞中的DNA损伤。

DNA damage in non-proliferating cells subjected to ionizing irradiation at high or low dose rates.

作者信息

Sachs R K, Chen P, Hahnfeldt P, Lai D, Hlatky L R

机构信息

Department of Mathematics, UCB, Berkeley, CA 94720.

出版信息

J Math Biol. 1993;31(3):291-315. doi: 10.1007/BF00166147.

Abstract

Ionizing radiation damage to the genome of a non-cycling mammalian cell is analyzed using continuous time Markov chains. Immediate damage induced by the radiation is modeled as a batch Poisson arrival process of DNA double strand breaks (DSBs). Different kinds of radiation, for example gamma rays or alpha particles, have different batch probabilities. Enzymatic modulation of the immediate damage is modeled as a Markov process similar to the processes described by the master equation of stochastic chemical kinetics. An illustrative example is the restitution/complete exchange model, which postulates that radiation induced DSBs can subsequently either undergo enzymatically mediated repair (restitution) or can participate pairwise in chromosome exchanges, some of which make irremediable lesions such as dicentric chromosome aberrations. One may have rapid irradiation followed by enzymatic DSB processing or have prolonged irradiation with both DSB arrival and enzymatic DSB processing continuing throughout the irradiation period. A complete solution of the Markov chain is known for the case that the exchange rate constant is negligible so that no irremediable chromosome lesions are produced and DSBs are the only damage to the genome. Using PDEs for generating functions, a perturbation calculation is made assuming the exchange rate constant is small compared to the repair rate constant. Some non-perturbative results applicable to very prolonged irradiation are also obtained using matrix methods: Perron-Frobenius theory, variational methods and numerical approximations of eigenvalues. Applications to experimental results on expected values, variances and statistical distributions of DNA lesions are briefly outlined. Continuous time Markov chain models are the most systematic of those current radiation damage models which treat DSB-DSB interactions within the cell nucleus as homogeneous (e.g. ignore diffusion limitations). They contain most other homogeneous models as special cases, limiting cases or approximations. However, applying the continuous time Markov chain models to studying spatial dependence of DSB interactions, which is generally believed to be very important in some situations, presents difficulties.

摘要

使用连续时间马尔可夫链分析电离辐射对非循环哺乳动物细胞基因组的损伤。辐射引起的即时损伤被建模为DNA双链断裂(DSB)的批量泊松到达过程。不同类型的辐射,例如伽马射线或阿尔法粒子,具有不同的批量概率。即时损伤的酶促调节被建模为一个马尔可夫过程,类似于随机化学动力学主方程所描述的过程。一个示例是恢复/完全交换模型,该模型假定辐射诱导的DSB随后要么经历酶介导的修复(恢复),要么成对参与染色体交换,其中一些会产生不可修复的损伤,如双着丝粒染色体畸变。可能会有快速照射,随后进行酶促DSB处理,或者进行长时间照射,在整个照射期间DSB的到达和酶促DSB处理都持续进行。对于交换速率常数可忽略不计的情况,即不产生不可修复的染色体损伤且DSB是对基因组的唯一损伤,马尔可夫链的完整解是已知的。使用生成函数的偏微分方程,假设交换速率常数与修复速率常数相比很小,进行微扰计算。还使用矩阵方法(佩龙 - 弗罗贝尼乌斯理论、变分方法和特征值的数值近似)获得了一些适用于非常长时间照射的非微扰结果。简要概述了其在DNA损伤的期望值、方差和统计分布的实验结果中的应用。连续时间马尔可夫链模型是当前那些将细胞核内DSB - DSB相互作用视为均匀的辐射损伤模型中最系统的模型(例如忽略扩散限制)。它们包含大多数其他均匀模型作为特殊情况、极限情况或近似。然而,将连续时间马尔可夫链模型应用于研究DSB相互作用的空间依赖性存在困难,而在某些情况下,这种空间依赖性通常被认为非常重要。

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