Collagen mRNA Perturbations in Embryonic Chick Heart By Single Cell Sequencing
AIChE Annual Meeting
2021
2021 Annual Meeting
Annual Student Conference
Undergraduate Student Poster Session: Food, Pharmaceutical, and Biotechnology
Monday, November 8, 2021 - 10:00am to 12:30pm
Materials and Methods: Embryonic chick (Gallus gallus) hearts were extracted after 5 days of development. The chick hearts were assigned into 4 drug treatment groups: Dimethyl sulfoxide (DMSO), blebb, blebb with blebb washout(blebb+wo), and H2O2. DMSO and H2O2 serving as negative and positive control for DNA damage respectively. scRNA-seq data was analyzed using the program Seurat. All data was normalized and underwent Uniform Manifold Approximation and Projection (UMAP) to identify cell clusters. These clusters were identified using biomarkers found in literature and previous studies. Differential analysis was conducted with the default Wilcox test. Second Harmonic Generated (SHG) images visualized collagen and myosin fibers within a tissue.
Results and Discussion: Using Wilcox test differential analysis, significant changes in collagen expression were determined. All treatment groups showed significant perturbations of collagen. Compared against DMSO, Blebb+wo had a significant decrease (p<2.5e-6) in expression of 2 collagen proteins (Figure 1B-i). However, H2O2 treated groups had both upregulation and down regulation (p<.0002) of 2 collagen proteins (Figure 1B-ii). After clustering the scRNA-seq data with UMAP, we identified epithelial, epicardial, cardiomyocytes, macrophages, erythrocytes, and valve cells (Figure 1A). Most collagen expression was found exclusively in the valve and epicardial cells. Cardiomyocytes expressed high levels of myosin; this is further confirmed with SHG. SHG indicated a stronger forward signal, corresponding with larger amounts of myosin compared to collagen.
Conclusions: This study was successful in the identification of cell types and observing the perturbations of collagen. Further analysis should find biomarkers for DNA damage that can be seen using single cell sequencing.