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Modulation of network behaviour by changes in variance in interneuronal properties

机译:通过神经元间特性差异的变化来调节网络行为

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摘要

Interneurones are important regulators of neuronal networks. The conventional approach to interneurones is to focus on the mean values of various parameters. Here we tested the hypothesis that changes in the variance of interneuronal properties (e.g. in the degree of scattering of parameter values of individual cells around the population mean) may modify the behaviour of networks. Biophysically based multicompartmental models of principal cells and interneurones showed that changes in the variance in the electrophysiological and anatomical properties of interneurones significantly alter the input-output functions, rhythmicity and synchrony of principal cells, even if the mean values were unchanged. In most cases, increased heterogeneity in interneurones resulted in stronger inhibition of principal cell firing; however, there were parameter ranges where increased interneuronal variance decreased the inhibition of principal cells. Electrophysiological recordings showed that the variance in the resting membrane potential of CA1 stratum oriens interneurones persistently increased following experimental complex febrile seizures in developing rats, without a change in the mean resting membrane potential, indicating that lasting alterations in interneuronal heterogeneity can take place in real neuronal systems. These computational and experimental data demonstrate that modifications in interneuronal population variance influence the behaviour of neuronal networks, and suggest a physiological role for interneuronal diversity. Furthermore, the results indicate that interneuronal heterogeneity can change in neurological diseases, and raise the possibility that neuromodulators may act by regulating the variance of key parameters in interneuronal populations.
机译:中间神经元是神经网络的重要调节剂。中间神经元的常规方法是关注各种参数的平均值。在这里,我们测试了以下假设:神经元间特性的方差变化(例如,群体平均值周围单个细胞的参数值的分散程度)可能会改变网络的行为。基于生物物理学的主要细胞和中间神经元的多室模型表明,中间神经元的电生理和解剖学特性变化的变化显着改变了主要细胞的输入-输出功能,节律性和同步性,即使平均值不变。在大多数情况下,中间神经元异质性的增强导致对主细胞射击的抑制作用增强。然而,在某些参数范围内,神经元间差异的增加降低了对主细胞的抑制作用。电生理记录表明,在发育中的大鼠实验性高热惊厥后,CA1层间神经中枢静息膜电位的变化持续增加,而平均静息膜电位却没有变化,这表明在真正的神经元中神经元异质性可以发生持久变化。系统。这些计算和实验数据表明,神经元间种群方差的改变会影响神经元网络的行为,并暗示神经元间多样性的生理作用。此外,结果表明神经元间异质性可以改变神经系统疾病,并增加了神经调节剂可能通过调节神经元间群体中关键参数的变化而起作用。

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