Department of Genome Sciences, University of Washington, Seattle, WA, USA.
The Rockefeller University, New York, NY, USA.
Nat Genet. 2022 Mar;54(3):328-341. doi: 10.1038/s41588-022-01018-x. Epub 2022 Mar 14.
Mammalian embryogenesis is characterized by rapid cellular proliferation and diversification. Within a few weeks, a single-cell zygote gives rise to millions of cells expressing a panoply of molecular programs. Although intensively studied, a comprehensive delineation of the major cellular trajectories that comprise mammalian development in vivo remains elusive. Here, we set out to integrate several single-cell RNA-sequencing (scRNA-seq) datasets that collectively span mouse gastrulation and organogenesis, supplemented with new profiling of ~150,000 nuclei from approximately embryonic day 8.5 (E8.5) embryos staged in one-somite increments. Overall, we define cell states at each of 19 successive stages spanning E3.5 to E13.5 and heuristically connect them to their pseudoancestors and pseudodescendants. Although constructed through automated procedures, the resulting directed acyclic graph (TOME (trajectories of mammalian embryogenesis)) is largely consistent with our contemporary understanding of mammalian development. We leverage TOME to systematically nominate transcription factors (TFs) as candidate regulators of each cell type's specification, as well as 'cell-type homologs' across vertebrate evolution.
哺乳动物胚胎发生的特点是细胞的快速增殖和多样化。在短短几周内,一个单细胞受精卵就会产生数以百万计表达各种分子程序的细胞。尽管已经进行了深入研究,但对于构成体内哺乳动物发育的主要细胞轨迹的全面描述仍然难以捉摸。在这里,我们着手整合几个单细胞 RNA 测序 (scRNA-seq) 数据集,这些数据集共同涵盖了小鼠原肠胚形成和器官发生,同时补充了大约在胚胎第 8.5 天 (E8.5) 以一个体节增量进行分期的约 150,000 个核的新分析。总体而言,我们在 E3.5 到 E13.5 的 19 个连续阶段中的每个阶段定义细胞状态,并通过启发式方法将它们与其伪祖先和伪后代连接起来。尽管是通过自动化程序构建的,但生成的有向无环图 (TOME(哺乳动物胚胎发生轨迹)) 在很大程度上与我们当前对哺乳动物发育的理解一致。我们利用 TOME 系统地提名转录因子 (TF) 作为每个细胞类型特化的候选调节剂,以及脊椎动物进化过程中的“细胞类型同源物”。