A single-cell transcriptional timelapse of mouse embryonic development, from gastrula to pup.
Chengxiang QiuBeth K MartinIan C WelshRiza M DazaTruc-Mai LeXingfan HuangEva K NicholsMegan L TaylorOlivia FultonDiana R Oâ DayAnne Roshella GomesSaskia IlcisinSanjay R SrivatsanXinxian DengChristine M DistecheWilliam Stafford NobleNobuhiko HamazakiCecilia B MoensDavid KimelmanJunyue CaoAlexander F SchierMalte SpielmannStephen A MurrayCole TrapnellJay ShendurePublished in: bioRxiv : the preprint server for biology (2023)
The house mouse, Mus musculus , is an exceptional model system, combining genetic tractability with close homology to human biology. Gestation in mouse development lasts just under three weeks, a period during which its genome orchestrates the astonishing transformation of a single cell zygote into a free-living pup composed of >500 million cells. Towards a global framework for exploring mammalian development, we applied single cell combinatorial indexing (sci-*) to profile the transcriptional states of 12.4 million nuclei from 83 precisely staged embryos spanning late gastrulation (embryonic day 8 or E8) to birth (postnatal day 0 or P0), with 2-hr temporal resolution during somitogenesis, 6-hr resolution through to birth, and 20-min resolution during the immediate postpartum period. From these data (E8 to P0), we annotate dozens of trajectories and hundreds of cell types and perform deeper analyses of the unfolding of the posterior embryo during somitogenesis as well as the ontogenesis of the kidney, mesenchyme, retina, and early neurons. Finally, we leverage the depth and temporal resolution of these whole embryo snapshots, together with other published data, to construct and curate a rooted tree of cell type relationships that spans mouse development from zygote to pup. Throughout this tree, we systematically nominate sets of transcription factors (TFs) and other genes as candidate drivers of the in vivo differentiation of hundreds of mammalian cell types. Remarkably, the most dramatic shifts in transcriptional state are observed in a restricted set of cell types in the hours immediately following birth, and presumably underlie the massive changes in physiology that must accompany the successful transition of a placental mammal to extrauterine life.
Keyphrases
- single cell
- rna seq
- transcription factor
- gestational age
- high throughput
- gene expression
- single molecule
- cell therapy
- preterm infants
- genome wide
- endothelial cells
- stem cells
- induced apoptosis
- spinal cord injury
- pregnant women
- big data
- pregnancy outcomes
- electronic health record
- cell proliferation
- signaling pathway
- deep learning
- dna methylation
- optical coherence tomography
- cell cycle arrest
- heat shock
- heat shock protein
- genome wide identification