Comparative Transcriptomic Analysis of the Hematopoietic System between Human and Mouse by Single Cell RNA Sequencing.
Shouguo GaoZhijie WuJeerthi KannanLiza MathewsXingmin FengSachiko KajigayaNeal S YoungPublished in: Cells (2021)
(1) Background: mouse models are fundamental to the study of hematopoiesis, but comparisons between mouse and human in single cells have been limited in depth. (2) Methods: we constructed a single-cell resolution transcriptomic atlas of hematopoietic stem and progenitor cells (HSPCs) of human and mouse, from a total of 32,805 single cells. We used Monocle to examine the trajectories of hematopoietic differentiation, and SCENIC to analyze gene networks underlying hematopoiesis. (3) Results: After alignment with Seurat 2, the cells of mouse and human could be separated by same cell type categories. Cells were grouped into 17 subpopulations; cluster-specific genes were species-conserved and shared functional themes. The clustering dendrogram indicated that cell types were highly conserved between human and mouse. A visualization of the Monocle results provided an intuitive representation of HSPC differentiation to three dominant branches (Erythroid/megakaryocytic, Myeloid, and Lymphoid), derived directly from the hematopoietic stem cell and the long-term hematopoietic stem cells in both human and mouse. Gene regulation was similarly conserved, reflected by comparable transcriptional factors and regulatory sequence motifs in subpopulations of cells. (4) Conclusions: our analysis has confirmed evolutionary conservation in the hematopoietic systems of mouse and human, extending to cell types, gene expression and regulatory elements.
Keyphrases
- single cell
- endothelial cells
- induced apoptosis
- stem cells
- gene expression
- rna seq
- pluripotent stem cells
- transcription factor
- induced pluripotent stem cells
- cell cycle arrest
- bone marrow
- cell therapy
- high throughput
- mouse model
- optical coherence tomography
- signaling pathway
- acute myeloid leukemia
- dna methylation
- mesenchymal stem cells
- dendritic cells
- genome wide
- genome wide identification