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Reconstruction of Cell Surface Densities of Ion Pumps Exchangers and Channels from mRNA Expression Conductance Kinetics Whole-Cell Calcium and Current-Clamp Voltage Recordings with an Application to Human Uterine Smooth Muscle Cells

机译:从mRNA表达电导动力学全细胞钙和电流钳电压记录重建离子泵交换器和通道的细胞表面密度并将其应用于人子宫平滑肌细胞

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摘要

Uterine smooth muscle cells remain quiescent throughout most of gestation, only generating spontaneous action potentials immediately prior to, and during, labor. This study presents a method that combines transcriptomics with biophysical recordings to characterise the conductance repertoire of these cells, the ‘conductance repertoire’ being the total complement of ion channels and transporters expressed by an electrically active cell. Transcriptomic analysis provides a set of potential electrogenic entities, of which the conductance repertoire is a subset. Each entity within the conductance repertoire was modeled independently and its gating parameter values were fixed using the available biophysical data. The only remaining free parameters were the surface densities for each entity. We characterise the space of combinations of surface densities (density vectors) consistent with experimentally observed membrane potential and calcium waveforms. This yields insights on the functional redundancy of the system as well as its behavioral versatility. Our approach couples high-throughput transcriptomic data with physiological behaviors in health and disease, and provides a formal method to link genotype to phenotype in excitable systems. We accurately predict current densities and chart functional redundancy. For example, we find that to evoke the observed voltage waveform, the BK channel is functionally redundant whereas hERG is essential. Furthermore, our analysis suggests that activation of calcium-activated chloride conductances by intracellular calcium release is the key factor underlying spontaneous depolarisations.
机译:子宫平滑肌细胞在整个妊娠过程中始终保持静止,仅在临产前和临产期间产生自发动作电位。这项研究提出了一种将转录组学与生物物理记录相结合的方法,以表征这些细胞的电导库,“电导库”是由电活性细胞表达的离子通道和转运蛋白的总补充。转录组学分析提供了一组潜在的电学实体,电导库是其中的一个子集。电导库中的每个实体都独立建模,并使用可用的生物物理数据固定其门控参数值。剩下的唯一自由参数是每个实体的表面密度。我们表征与实验观察到的膜电位和钙波形一致的表面密度(密度矢量)组合的空间。这样就可以了解系统的功能冗余及其行为的多功能性。我们的方法将高通量的转录组数据与健康和疾病中的生理行为相结合,并提供了将基因型与表型联系起来的正式方法。我们准确预测电流密度并绘制功能冗余图。例如,我们发现要唤起观察到的电压波形,BK通道在功能上是多余的,而hERG是必不可少的。此外,我们的分析表明,通过细胞内钙释放激活钙激活的氯化物电导是自发去极化的关键因素。

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