PLK inhibitors identified by high content phenotypic screening promote maturation of human iPSC-derived cardiomyocytes
Ontology highlight
ABSTRACT:
ORGANISM(S): Homo sapiens
PROVIDER: GSE197835 | GEO | 2022/03/06
REPOSITORIES: GEO
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Project description:We performed RNA-Seq analysis of neoatal rat ventricular cardiomyocytes (NRVCs) and human pluripotent stem cells derived cardiomyocytes (hPSC-CMs) which were treated with Nimodipine (NM) to investigate the moleclular mechanism of inhibiting L-type calcium channel (LTCC) to promote cardiomyocyte proliferation.
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Project description:Cardiovascular disease is a leading cause of death worldwide. Human pluripotent stem cell-derived cardiomyocytes (hPSC-CMs) hold immense clinical potential and recent studies have enabled generation of virtually pure hPSC-CMs with high efficiency in chemically defined and xeno-free conditions. Despite these advances, hPSC-CMs exhibit an immature phenotype and are arrhythmogenic in vivo, necessitating development of methods to mature these cells. hPSC-CMs undergo significant metabolic alterations during differentiation and maturation. A detailed analysis of the metabolic changes accompanying maturation of hPSC-CMs may prove useful in identifying new strategies to expedite the maturation process and also provide biomarkers for testing or validating hPSC-CM maturation. In this study we identified global metabolic changes which take place during long-term culture and maturation of hPSC-CMs derived from three different hPSC lines. We have identified several metabolic pathways, including phospholipid metabolism and pantothenate and Coenzyme A metabolism, which showed significant enrichment upon maturation in addition to fatty acid oxidation and metabolism. We also identified an increase in glycerophosphocholine and reduction in phosphocholine as potential metabolic biomarkers of maturation. These biomarkers were also affected in a similar manner during murine heart development in vivo. These results support that hPSC-CM maturation is associated with extensive metabolic rewiring and understanding the role of these metabolic changes in maturation process has the potential to develop novel approaches to monitor and expedite hPSC-CM maturation.
2018-04-24 | MTBLS425 | MetaboLights
Project description:Human pluripotent stem cell-derived cardiomyocytes (hPSC-CMs) show immense promise for patient-specific disease modeling, cardiotoxicity screening, and regenerative therapy development. However, hPSC-CMs in culture have not recapitulated the structural or functional properties of adult CMs in vivo thus far. To gain global insight into hPSC-CM biology, we established a multi-omics method for analyzing the hPSC-CM metabolome and proteome from the same cell culture, creating multi-dimensional profiles of hPSC-CMs. Specifically, we developed a sequential extraction to capture metabolites and proteins from the same hPSC-CM monolayer cultures, and analyzed these extracts using high-resolution mass spectrometry (MS).
2021-08-22 | MSV000088010 | MassIVE
Project description:Rationale: Human pluripotent stem cells-derived cardiomyocytes (hPSC-CMs) exhibit the properties of fetal CMs, which limit their applications. Various methods have been used to promote maturation of hPSC-CMs; however, there is a lack of an unbiased and comprehensive method for accurate benchmarking of hPSC-CM maturation.
Objective: We aim to develop an unbiased proteomics method integrating high-throughput top-down targeted proteomics and bottom-up global proteomics for accurate and comprehensive assessment of hPSC-CM maturation.
Methods and Results: Utilizing hPSC-CMs from early- and late-stage two-dimensional monolayer culture and three-dimensional engineered cardiac tissue, we demonstrated high reproducibility and reliability of the top-down proteomics method, which enabled simultaneous quantification of contractile protein isoform expressions and their PTMs. This method allowed for the detection of known maturation-associated contractile protein alterations, and for the first time, identified contractile protein PTMs as promising new markers of maturation. By employing a global proteomics strategy, we identified candidate maturation markers important for sarcomere organization, cardiac excitability, and Ca2+ homeostasis; and validated these markers in the developing mouse cardiac ventricles.
Conclusions: We established an unbiased proteomics method that can provide accurate and specific benchmarking of hPSC-CM maturation, and identified new markers of maturation. Furthermore, this integrated proteomics strategy laid a strong foundation for uncovering molecular basis underlying cardiac development and disease using hPSC-CMs.
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Project description:Human pluripotent stem cell-derived cardiomyocytes (hPSC-CMs) show immense promise for patient-specific disease modeling, cardiotoxicity screening, and regenerative therapy development. However, hPSC-CMs in culture have not recapitulated the structural or functional properties of adult CMs in vivo thus far. To gain global insight into hPSC-CM biology, we established a multi-omics method for analyzing the hPSC-CM metabolome and proteome from the same cell culture, creating multi-dimensional profiles of hPSC-CMs. Specifically, we developed a sequential extraction to capture metabolites and proteins from the same hPSC-CM monolayer cultures, and analyzed these extracts using high-resolution mass spectrometry (MS).
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Project description:Pluripotent stem cell-derived cardiomyocytes (PSC-CMs) provide an unprecedented opportunity to study human heart development and disease. A major caveat however is that they remain functionally and structurally immature in culture, limiting their potential for disease modeling and regenerative approaches. Here we address the question of how different metabolic pathways can be modulated in order to induce efficient cardiac maturation of hPSC-CMs. We show that PPAR signaling acts in an isoform-specific manner to balance the glycolysis and fatty acid oxidation (FAO) pathways. PPARd activation or inhibition results in efficient respective up- or down-regulation of the gene regulatory networks underlying FAO in hPSC-CMs. PPARd induction further increases mitochondrial and peroxisome content, enhances mitochondrial cristae formation and augments FAO flux. Lastly PPARd activation results in enhanced myofibril organization and increased numbers of bi-nucleated hPSC-CMs. Transient lactate exposure, commonly used in hPSC-CM purification protocols, induces an independent program of cardiac maturation, but when combined with PPARd activation equally results in a metabolic switch to FAO. In summary, we identify multiple axes of metabolic modifications of hPSC-CMs including a role for PPARdelta signaling in inducing the metabolic switch to FAO in hPSC-CMs. Our findings provide new opportunities to generate and use metabolically mature hPSC-CMs including for disease modeling and regenerative therapy.
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Project description:Pluripotent stem cell-derived cardiomyocytes (PSC-CMs) provide an unprecedented opportunity to study human heart development and disease. A major caveat however is that they remain functionally and structurally immature in culture, limiting their potential for disease modeling and regenerative approaches. Here we address the question of how different metabolic pathways can be modulated in order to induce efficient cardiac maturation of hPSC-CMs. We show that PPAR signaling acts in an isoform-specific manner to balance the glycolysis and fatty acid oxidation (FAO) pathways. PPARd activation or inhibition results in efficient respective up- or down-regulation of the gene regulatory networks underlying FAO in hPSC-CMs. PPARd induction further increases mitochondrial and peroxisome content, enhances mitochondrial cristae formation and augments FAO flux. Lastly PPARd activation results in enhanced myofibril organization and increased numbers of bi-nucleated hPSC-CMs. Transient lactate exposure, commonly used in hPSC-CM purification protocols, induces an independent program of cardiac maturation, but when combined with PPARd activation equally results in a metabolic switch to FAO. In summary, we identify multiple axes of metabolic modifications of hPSC-CMs including a role for PPARdelta signaling in inducing the metabolic switch to FAO in hPSC-CMs. Our findings provide new opportunities to generate and use metabolically mature hPSC-CMs including for disease modeling and regenerative therapy.
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Project description:Gene expression in the human foetal heart for a comparison with cardiomyocytes derived from human pluripotent stem cells. Human foetal heart samples were collected from the individual chambers of the heart at various stages of development. This provided the opportunity to perform gene expression analysis and identify genes involved in the formation of the heart in each of the four chambers and at different stages of development. The dataset can be used to benchmark human pluripotent stem cell derived cardiomyocytes (hPSC-CMs) in terms of their maturation state by comparing it to the foetal heart samples. Two commercially available reference RNA sets are included in the analysis in order to characterize future sets of hPSC-CMs. Microarray experiments were performed on human foetal heart samples from first and second trimester hearts, separated in atria and ventricles.
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Project description:Human pluripotent stem cell-derived cardiomyocytes (CMs) are a promising tool for cardiac cell therapy. To optimize graft cells for cardiac reconstruction, we compared the engraftment efficiency of intramyocardially-injected undifferentiated-induced pluripotent stem cells (iPSCs), day4 mesodermal cells, and day8, day20, and day30 purified iPSC-CMs after initial differentiation by tracing the engraftment ratio (ER) using in vivo bioluminescence imaging. This analysis revealed the ER of day20 CMs was significantly higher compared to other cells. Transplantation of day20 CMs into the infarcted hearts of immunodeficient mice showed significant functional improvement. Moreover, the imaging signal and ratio of Ki67-positive CMs at 3 months post injection indicated engrafted CMs proliferated in the host heart. Although this graft growth reached a plateau at 3 months, histological analysis confirmed progressive maturation from 3 to 6 months. These results suggested that day20 CMs had very high engraftment, proliferation, and therapeutic potential in host mouse hearts. Differentiated cells, N=10 Undifferentiated pluripotent stem cells, N=1 Heart samples, N=6
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Project description:Drug-induced cardiotoxicity and hepatotoxicity are major causes of drug attrition. To decrease late-stage drug attrition, pharmaceutical and biotechnology industries need to establish biologically relevant models that use phenotypic screening to detect drug-induced toxicity in vitro. In this study, we sought to rapidly detect patterns of cardiotoxicity using high-content image analysis with deep learning and induced pluripotent stem cell-derived cardiomyocytes (iPSC-CMs). We screened a library of 1280 bioactive compounds and identified those with potential cardiotoxic liabilities in iPSC-CMs using a single-parameter score based on deep learning. Compounds demonstrating cardiotoxicity in iPSC-CMs included DNA intercalators, ion channel blockers, epidermal growth factor receptor, cyclin-dependent kinase, and multi-kinase inhibitors. We also screened a diverse library of molecules with unknown targets and identified chemical frameworks that show cardiotoxic signal in iPSC-CMs. By using this screening approach during target discovery and lead optimization, we can de-risk early-stage drug discovery. We show that the broad applicability of combining deep learning with iPSC technology is an effective way to interrogate cellular phenotypes and identify drugs that may protect against diseased phenotypes and deleterious mutations.
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