Department of Engineering, Università Campus Bio-Medico di Roma, Rome, Italy.
Center for Life Nano- & Neuro-Science (CLN2S@Sapienza), Istituto Italiano di Tecnologia, Rome, Italy.
PLoS One. 2024 Mar 29;19(3):e0298105. doi: 10.1371/journal.pone.0298105. eCollection 2024.
The nematode Caenorhabditis elegans is a widely used model organism for neuroscience. Although its nervous system has been fully reconstructed, the physiological bases of single-neuron functioning are still poorly explored. Recently, many efforts have been dedicated to measuring signals from C. elegans neurons, revealing a rich repertoire of dynamics, including bistable responses, graded responses, and action potentials. Still, biophysical models able to reproduce such a broad range of electrical responses lack. Realistic electrophysiological descriptions started to be developed only recently, merging gene expression data with electrophysiological recordings, but with a large variety of cells yet to be modeled. In this work, we contribute to filling this gap by providing biophysically accurate models of six classes of C. elegans neurons, the AIY, RIM, and AVA interneurons, and the VA, VB, and VD motor neurons. We test our models by comparing computational and experimental time series and simulate knockout neurons, to identify the biophysical mechanisms at the basis of inter and motor neuron functioning. Our models represent a step forward toward the modeling of C. elegans neuronal networks and virtual experiments on the nematode nervous system.
秀丽隐杆线虫是神经科学中广泛使用的模式生物。尽管其神经系统已被完全重建,但单个神经元功能的生理基础仍未得到充分探索。最近,许多研究致力于测量秀丽隐杆线虫神经元的信号,揭示了丰富的动力学,包括双稳态响应、渐变响应和动作电位。然而,能够再现如此广泛范围的电响应的生物物理模型仍然缺乏。最近才开始将基因表达数据与电生理记录相结合,开发出更符合实际的电生理描述,但仍有大量的细胞有待建模。在这项工作中,我们通过提供秀丽隐杆线虫六种神经元类别的生物物理精确模型来填补这一空白,包括 AIY、RIM 和 AVA 中间神经元以及 VA、VB 和 VD 运动神经元。我们通过比较计算和实验时间序列并模拟敲除神经元来测试我们的模型,以确定中间神经元和运动神经元功能的基础生物物理机制。我们的模型代表了在秀丽隐杆线虫神经元网络建模和线虫神经系统虚拟实验方面向前迈出的一步。