MRNA bisulfite sequencing of pluripotent stem cells and the derived cardiomyocytes
Ontology highlight
ABSTRACT:
ORGANISM(S): Homo sapiens
PROVIDER: GSE240569 | GEO | 2024/11/13
REPOSITORIES: GEO
Similar Datasets
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: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.
2015-07-22 | E-GEOD-71148 | biostudies-arrayexpress
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: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 | GNPS
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.
2015-07-22 | GSE71148 | GEO
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.
| MSV000082985 | MassIVE
Project description:Pathogenic mutations in alpha kinase 3 (ALPK3) cause cardiomyopathy and a range of musculoskeletal defects. How ALPK3 mutations result in disease remains unclear and little is known about this atypical kinase. Using a suite of engineered human pluripotent stem cells (hPSCs) we show that ALPK3 localizes to the sarcomere, specifically at the M-Band. Both sarcomeric organization and calcium kinetics were disrupted in ALPK3 deficient hPSC derived cardiomyocytes. Further, cardiac organoids derived from ALPK3 knockout hPSCs displayed reduced force generation. Phosphoproteomic profiling of wildtype and ALPK3 null hPSC derived cardiomyocytes revealed ALPK3-dependant phospho-peptides were enriched for proteins involved in sarcomere function and protein quality control. We demonstrate that ALPK3 binds to the selective autophagy receptor SQSTM1 (Sequestome 1) and is required for the sarcomeric localization of SQSTM1. We propose that ALPK3 is a myogenic kinase with an integral role in the intracellular signaling networks underlying sarcomere maintenance required for continued cardiac contractility.
2023-01-19 | PXD035734 | Pride
Project description:Although human pluripotent stem cells-derived cardiomyocytes (hPSC-CMs) have emerged as a novel platform for heart regeneration, disease modeling, and drug screening, their immaturity significantly hinders their application. A hallmark of postnatal cardiomyocyte maturation is the metabolic substrate switch from glucose to fatty acids. We hypothesized that fatty acid supplementation would enhance hPSC-CM maturation. Fatty acid treatment induces cardiomyocyte hypertrophy and significantly increases cardiomyocyte force production. The improvement in force generation is accompanied by enhanced calcium transient peak height and kinetics, and by increased action potential upstroke velocity. Fatty acids enhance mitochondrial respiratory reserve capacity. RNA sequencing showed fatty acid treatment upregulates genes involved in fatty acid β-oxidation and downregulates genes in lipid synthesis. Signal pathway analyses reveal that fatty acid treatment results in phosphorylation of multiple intracellular kinases. Thus, fatty acids increase human cardiomyocyte hypertrophy, force generation, calcium dynamics, action potential upstroke velocity, and oxidative capacity. This enhanced maturation should facilitate hPSC-CMs usage for cell therapy, disease modeling, and drug/toxicity screens.
2018-12-19 | GSE124057 | GEO
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.
2021-11-01 | GSE160987 | GEO
Project description:RNA chemical modifications have been found to play important biological functions. Among which, the 5-methylcytosine (m5C) modification has been reported to participate in viral replication through affecting RNA processing, such as export, decay, translation and so on. In this study, we performed bisulfite sequencing (BS-seq) on HBV 1.1-mer-transfected huh7 cells to identify the m5C sites in HBV mRNA and their function in virus replication was verified. To investigate the mechanism by which m5C methyltransferase NSUN2 suppresses HBV replication, altered global m5C levels in host genes in HBV 1.1-mer-transfected cells were examined by BS-seq. We found that the m5C modification of genes associated with antiviral immunity changed significantly after viral infection. Our study provide new molecular insights into the mechanism of HBV-mediated IFN inhibition
2023-11-07 | GSE246879 | GEO