Search bioRxiv⌕ Search

bioRxiv · 10.1101/236240

Computational Model for Simulating Drug-Induced Arrhythmia Sensitivity of Human iPSC-derived Cardiomyocytes

Abstract

A mathematical model describing the electrophysiology and ion handling of cardiomyocytes is a complement to experimental analysis predicting drug-induced proarrhythmic potential in humans as proposed by Comprehensive in vitro Proarrhythmia Assay (CiPA). While CiPA endorses the use of the OHara Rudy (ORd) model, which was developed to simulate electrophysiology of human adult ventricular cardiomyocytes (hAVCMs), to predict drug-induced proarrhythmias; the human induced pluripotent stem cell derived-cardiomyocytes (hiPSC-CMs) was proposed for experimental verifications. The hiPSC-CMs, especially cultured in 2D culture dishes, are inherently different from hAVCMs exhibiting different ion channel density and an immature sarcoplasmic reticulum function. To reconcile this mismatch, we have developed a mathematical electrophysiology model of an hiPSC-CM by incorporating differences in gene expressions of ion channels, pumps and receptors in hiPSC-CMs against those found in hAVCMs. This model can be used to model any hiPSC-CM cell line where expression data has been obtained and replaces the background currents for K+ and Na+ in the ORd model with the known ultra-rapid K+ channel and hyperpolarization activated K+/Na+ channel currents. With this new model, three batches each from two different hiPSC-CM cell lines are compared to experimental data of action potential duration. This mathematical model recapitulates a ventricular-like action potential morphology with a Phase 2 plateau lasting a few hundred milliseconds. However, the resting membrane potential is not as depolarized (-65 to -70 mV) as that of hAVCM (-80 mV). The elevated resting membrane potential matches experimental data previously and is thought to keep rapid sodium channels from triggering membrane depolarization instead being replaced by an overexpression of L-Type Ca2+ channel current. This model is a key step in identifying the variability between different hiPSC-CM lines and even batches of the same line, opening the door to realizing analysis of patient specific preparations in the future.

Explore related subjects

Keep this discovery

Explore connections, maps & timelines

BibTeXRIS

Gao, X., Yin, Y., Daily, N. J., Engel, T., Pang, L., Carlson, B. E., Wakatsuki, T.. 2017-12-18. Computational Model for Simulating Drug-Induced Arrhythmia Sensitivity of Human iPSC-derived Cardiomyocytes. https://doi.org/10.1101/236240

Cite the original work for its findings. Save a collection to share your selection of sources.

KEEP EXPLORING

Related preprints

An LRH-1 agonist reverses hepatic metabolic dysfunction in obesity

Liver receptor homolog-1 (LRH-1; NR5A2) is a nuclear receptor that controls metabolic gene programs important for liver health. Here, we address two challenges with dissecting ligand-driven LRH-1 metabolism in vivo. First, we generate ME610, a potent LRH-1 agonist with favorable pharmacokinetic properties. Second, we engineer Nr5a2humLBD mice, edited to recapitulate the ligand response of the human receptor. ME610 dose-dependently induces LRH-1 target genes and reduces triglycerides in livers of Nr5a2humLBD mice. In a mouse model of diet-induced obesity (DIO), ME610 dramatically improves insulin sensitivity and reduces liver fat. Multi-omics integration of transcriptomics, lipidomics, and metabolomics data demonstrates a coordinated reversal of DIO-induced hepatic metabolic stress via changes in lipid, amino acid, and energy metabolism, with peroxisomal lipid metabolism emerging as a central process correlated to efficacy. These studies uncover new pathways through which LRH-1 regulates metabolism and demonstrate the therapeutic potential of synthetic LRH-1 agonists in obesity-associated metabolic diseases.

physiology↗

SCN- induces prestin contraction through reduced intermonomer angles and a modified transporter like movement of each monomer.

Prestin is the membrane based molecular motor responsible for outer hair cell electromotility that expands and contracts in response to transmembrane voltage. How voltage brings these about is unknown but cryoEM structures in the presence of ligands has led to the extrapolation of structures with the transporter cycle and its expansion contraction coupling. We find prestin to adopt novel increasingly contracted states that are brought about by a reduced intermonomer angles in the obligate dimers and a transmembrane contraction of each monomer at its cytoplasmic half in the presence of SCN-. These changes are associated with a loss in the intermonomer beta sheet at its N terminus. There is a hyperpolarizing shift in Vh along with increased affinity for SCN-. SCN- binding at the internal binding site likely cause the structural changes since they are reversed by SCN- displacement by salicylate.

physiology↗

Leg blood flow and muscle oxygenation are reduced when exercising with loads >=40% 1RM compared to loads <=30% 1RM due to increases in contraction induced intramuscular pressure

The critical occluding tension (COT) is the load at which contraction-induced increases in intramuscular pressure (IMP) collapse intramuscular vasculature and impair oxygen delivery. For knee extension resistance exercise, the COT occurs at ~30-40% 1RM, yet few studies have measured IMP alongside convective oxygen delivery. This study examined the interaction between IMP, leg blood flow, and muscle oxygenation during resistance exercise. Twelve participants completed knee extension bouts across a range of loads while vastus lateralis IMP, femoral blood flow (Doppler), blood pressure, muscle oxygenation (NIRS), and electromyography (EMG) were recorded. Mean IMP increased alongside relative load (20% 1RM=19.1(9.4) mmHg; 30% 1RM=22.4(10.4) mmHg; 40% 1RM=27.0(8.7) mmHg; 50% 1RM=31.5(11.5) mmHg; 60% 1RM=41.14(13.8) mmHg; p<0.05). Leg blood flow scaled to rest was similar between 20% and 30% 1RM (p=0.13), 40%, 50%, and 60% 1RM (p>0.05), but different between the 20-30% 1RM and 40-60% 1RM groupings (p<0.05) (20% 1RM=2.6(1.4) times rest; 30% 1RM=1.8(0.5) fold of rest; 40% 1RM=1.4(0.6) fold of rest; 50% 1RM=1.1(0.4) fold of rest; 60% 1RM=1.1(0.5) fold of rest). Muscle oxygenation was lower at 40%, 50%, and 60% 1RM compared to 20% and 30% 1RM (p<0.05). Thus, at [&le;]30% 1RM exercising blood flow increased well above rest, indicating preserved microvascular perfusion, whereas at [&ge;]40% 1RM the rise in IMP was sufficient to impair perfusion and limit blood flow increases. Exercise at or above the COT restricts convective oxygen delivery due to contraction-induced increases in IMP.

physiology↗