Single-cell RNA sequencing of Drosophila embryonic heart
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ABSTRACT: Single-cell RNA sequencing was performed on embryonic Drosophila heart cells. Analysis of single-cell RNA sequence (scRNA-seq) data at timepoints prior to migration of cardiac progenitor cells through to heart tube closure (embryonic stages 13, 14-early, 14-late, 15 and 16) revealed several interesting findings. We found specification of cardiac cell types takes place early, before stage 13, with biggest changes in transcriptomic profiles detected once cells had settled at the midline for further cardioblast maturation. Throughout development, our data identified multiple cell types, covering cardioblasts and five types of pericardial cells including a neural cardiac cell type. The scRNA-seq data further revealed a combination of first and second heart fields during heart development in fly. Further, we uncovered new cell type-specific markers discerning the different cardiac cell types. And we identified signaling pathways key to heart cell maturation, which are conserved from fly to human.
Project description:Heart maturation and remodelling during the foetal and early postnatal period are critical for proper survival and growth of the foetus, yet our knowledge of the molecular processes involved are lacking for many cardiac cell types. To gain a deeper understanding of the transcriptional dynamics of the heart during the perinatal period, we performed single-cell RNA-seq on E14.5, E16.5, E18.5, P0, P4 and P7 mouse hearts to establish a catalogue of 49,769 cells. Gene regulatory network and pathway activity analyses underscored that heart maturation is strongly associated with regulation of cell growth and proliferation via pathways such as TGFβ. We additionally identified a common, cell type-independent signature for imprinted genes over time. Surprisingly, bioinformatics analyses and confirmation with RNAscope confirmed that while lncRNA H19 expression decreased over time in multiple cardiac cell types, it remained stably expressed in endocardial cells between E14.5 and P7. This suggests a differential requirement for H19 in the endocardium, and points towards an endocardium-specific maturation process when compared to other cardiac cell types. We envision this dataset to serve as a resource for better understanding perinatal heart maturation at the transcriptomic level, and to help bridge the gap between early developmental and adult heart stages for single-cell transcriptomics.
Project description:Single-cell mRNA sequencing (scRNA-seq) technologies are reshaping current cell-type classification system. In previous studies, we constructed the Mouse Cell Atlas (MCA) and Human Cell Landscape (HCL) to catalog all cell types by collecting scRNA-seq data. Howerver, the systematic study for organism-level dynamic changes of cellular states across fruit fly (Drosophila melanogaster) life span are still lacking. Here, we constructed the Drosophila cell Landscape covering different development periods using Microwell-seq protocol. The Drosophila cell landscape provides a valuable resource for studying cross-sepciess development, maturation and aging.
Project description:Cardiac maturation lays the foundation for postnatal heart development and disease, yet little is known about the contributions of the microenvironment to cardiomyocyte maturation. By integrating single-cell RNA-sequencing data of mouse hearts at multiple postnatal stages, we construct cellular interactomes and regulatory signaling networks. Here we report switching of fibroblast subtypes from a neonatal to adult state and this drives cardiomyocyte maturation. Molecular and functional maturation of neonatal mouse cardiomyocytes and human embryonic stem cell-derived cardiomyocytes are considerably enhanced upon coculture with corresponding adult cardiac fibroblasts. Further, single-cell analysis of in vivo and in vitro cardiomyocyte maturation trajectories identify highly conserved signaling pathways, pharmacological targeting of which substantially delays cardiomyocyte maturation in postnatal hearts, and markedly enhances cardiomyocyte proliferation and improves cardiac function in infarcted hearts. Together, we identify cardiac fibroblasts as a key constituent in the microenvironment promoting cardiomyocyte maturation, providing insights into how the manipulation of cardiomyocyte maturity may impact on disease development and regeneration.
Project description:To reveal the cardiac immune landscape of mouse heart in steady state, we performed single-cell RNA-sequencing (scRNA-seq) with heart tissue from wide type mice and immune subsets were analyzed to reveal cardiac immune features.
Project description:Human induced pluripotent stem cell (hiPSC)-derived cardiovascular cells are promising cell source for cell therapy to repair the heart. Cardiac microtissue consisted of cardiomyocytes and fibroblast cells exhibited much better physiological functions. How different cardiovascular cell types interact and evolve in 3D microenvironment is unknown. In this study, we performed single-cell transcriptome profiling of hiPSC-derived mini-cardiac organoid consisted of cardiomyocytes, endothelial cells and smooth muscle cells. Our analysis showed that cardiac fibroblasts emerged spontaneously in 3D microenvironment which in turn facilitated the maturation of cardiomyocytes. HiPSC-derived cardiomyocytes, endothelial cells and smooth muscle cells assembled into mini-cardiac organoid in collagen-matrigel after 2 weeks. Single-cell study uncovered significant cell fate shift and improvement in cardiomyocyte maturation status upon-multilineage co-culture. Ligand-receptor analysis identified DLK1-Notch signaling to be one of the most upregulated pathways in the fibroblast population. Modulate the activity of DLK1-Notch signaling affected the assembly of the mini-cardiac organoid and the expression of immune regulatory genes. Interestingly, transplantation of trilineage mini-cardiac organoid into a rat model of myocardial infarction leads to significant improvement of cardiac function. Collectively, our single-cell analysis of mini-cardiac organoid provided rich information about cell fate dynamics and multilineage cross-talks occurred in the 3D microenvironment, which bring new insight on the molecular mechanism that promotes cardiomyocyte maturation and heart repair.
Project description:Human pluripotent stem cells possess the ability to recapitulate key events of mammalian organogenesis in vitro, including heart development. Previously-described human heart organoid protocols elicit early embryonic-like cardiac phenotypes and morphologies. We hypothesized that human heart organoids can be made significantly more complex and physiologically relevant through the implementation of in utero gestational biochemical phenomena. Here, we designed and applied multiple developmental maturation strategies on our human heart organoids for a period of 10 days. Our data reveals the emergence of atrial and ventricular cardiomyocyte populations, valvular cells, epicardial cells, proepicardial-derived cells, endothelial cells, stromal cells, conductance cells, and cardiac progenitors, all of them cell types present in the primitive heart tube.
Project description:The mammalian heart undergoes maturation during postnatal life to meet the increased functional requirements of the adult. However, the key drivers of this process remain poorly defined. We developed as 96-well screening platform, using human pluripotent stem cell derived cardiac organoids, to determine the molecular requirements for in vitro cardiomyocyte maturation. Here, we describe gene expression changes resulting from culturing human cardiac organoids in standard cell culture conditions and under optimized maturation conditions. We assessed our maturation conditions by comparing transcriptional changes of human cardiac organoids to RNA isolated from human heart. Interesting, analysis of these data revealed that a switch to fatty acid oxidative metabolism is a key governor of cardiomyocyte maturation and mature cardiac organoids were refractory to mitogenic stimuli.
Project description:Here, our study showed that a heart-rich lncRNA, Cmarr, which is specifically upregulated during heart development, promoted the maturation transition of ESC-CMs. Cmarr interacted with miR-540-3p to increase the expression of Dtna (a key component of DGC), thus served as a new regulator of the DGC-YAP complex and cardiomyocyte maturation. Our study further identified that Cmarr could recover Dtna expression in the MI heart and attenuate the cardiac remodeling.
Project description:We used single-cell RNA-seq to reconstruct differentiation paths of cardiac progenitors in two sequential waves during early heart development. Further analysis identified six major cell types and multiple differentiation trajectories of cardiac progenitors derived from distinct heart fields. We also constructed TF regulatory networks controlling SHF CPC differentiation. Interlineage crosstalk through signaling pathways and chemotactic guidance played a potent role in SHF CPC deployment. The mechanisms regulating SHF CPC migration and differentiation was further confirmed by Nkx2-5 CPC enhancer knock out. Our work provides a cardiac lineage hierarchy and new insights of SHF CPC development.
Project description:The mammalian heart undergoes major transitions during postnatal life to acquire the physiological properties of an adult organ. Postnatal life imposes numerous adaptations including electrophysiological, structural and metabolic maturation of cardiomyocytes1, which occur coincident with loss of proliferative capacity and regenerative potential2,3. The discovery of key upstream drivers of cardiomyocyte maturation and cell cycle arrest remains one of the most important unanswered questions in cardiac biology. Discovery of these drivers would facilitate current attempts to promote cardiomyocyte maturation in vitro for drug discovery and to de-differentiate adult cardiomyocytes in vivo for regenerative medicine. A recent study has suggested that the shift from a low oxygen environment in utero towards a high oxygen environment after birth acts as a key trigger for cardiomyocyte cell cycle exit4. Moreover, it was recently demonstrated that proliferative adult cardiomyocytes reside in a hypoxic niche5 and that exposure of adult mice to gradual hypoxemia is sufficient to drive cell cycle re-entry and regeneration following infarction6. However, it is currently unclear whether postnatal changes in oxygen tension or the associated shifts in cardiomyocyte metabolism are sufficient to promote maturation and cell cycle arrest as human pluripotent stem cell (hPSC)-derived cardiomyocytes fail to mature when cultured at 21% oxygen7,8. There are considerable changes in metabolic substrate provision during early postnatal life. The mammalian heart relies on high concentrations of carbohydrates and the presence of insulin in utero but later switches to fatty acid dominated substrates present in milk and low insulin levels post-birth9. In order to adapt to these changes in substrates, cardiomyocytes upregulate the genes required for fatty acid oxidation after birth10. The importance of these metabolic adaptations for cardiomyocyte maturation has been difficult to study because genetic disruption of fatty acid oxidation components in vivo can have a broad range of negative health impacts11. Therefore, there is a need to develop alternative approaches for studying the impact of cardiomyocyte metabolism on the maturation process. hPSCs are now widely used for the generation of defined human somatic cell types, including cardiomyocytes. These cardiomyocytes have now been used extensively for developmental studies, drug screening, disease modeling, and heart repair. However, lack of maturity and inappropriate responses to pharmacological agents have been identified as limitations in 2D or embryoid body based differentiation strategies12. To improve maturity of hPSC-derived cardiomyocytes, long-term culture can be used13, although long-term cultures may not be amenable to high-throughput screening applications and adult-like maturity is still not achieved14. In an effort to better simulate heart muscle structure and function, cardiac tissue engineering to form 3D engineered heart tissue has been used15-19. However, despite these recent advances in human cardiac tissue engineering, cardiac tissues derived from hPSC still lack many features of fully mature adult heart tissue20. Moreover, engineered heart tissue fabrication, culture, mechanical loading and pacing protocols, and analysis methods using organ baths are costly, labor intensive, and the multiple handling steps induce variability. In order to facilitate higher-throughput experiments, platforms for engineered heart tissue production have been miniaturized, however, screening experiments using semi-automated force of contraction analyses have only been published in 24-well plate formats21. Therefore, we developed a novel 96-well device, the heart dynamometer (Heart-Dyno), for high-throughput functional screening of human cardiac organoids (hCOs) to facilitate screening on a larger scale. The Heart-Dyno is designed to facilitate automated formation of dense muscle bundles from minimal cells and reagents while also facilitating culture and automated force of contraction analysis without any tissue handling. Using the Heart-Dyno, we define serum-free 3D culture conditions that promote structural, electrophysiological, metabolic and proliferative maturation of hPSC-derived cardiac organoids. Furthermore, we uncover a metabolic mechanism governing cardiomyocyte cell cycle arrest through repression of a β-catenin and YAP1 dependent signalling.