Center for Quantitative Biology, Peking University, Beijing, 100871, China.
School of Life Sciences, Peking University, Beijing, 100871, China.
Dev Genes Evol. 2020 Jul;230(4):265-278. doi: 10.1007/s00427-020-00662-9. Epub 2020 Jun 19.
hlh-1 is a myogenic transcription factor required for body-wall muscle specification during embryogenesis in Caenorhabditis elegans. Despite its well-known role in muscle specification, comprehensive regulatory control upstream of hlh-1 remains poorly defined. Here, we first established a statistical reference for the spatiotemporal expression of hlh-1 at single-cell resolution up to the second last round of divisions for most of the cell lineages (from 4- to 350-cell stage) using 13 wild-type embryos. We next generated lineal expression of hlh-1 after RNA interference (RNAi) perturbation of 65 genes, which were selected based on their degree of conservation, mutant phenotypes, and known roles in development. We then compared the expression profiles between wild-type and RNAi embryos by clustering according to their lineal expression patterns using mean-shift and density-based clustering algorithms, which not only confirmed the roles of existing genes but also uncovered the potential functions of novel genes in muscle specification at multiple levels, including cellular, lineal, and embryonic levels. By combining the public data on protein-protein interactions, protein-DNA interactions, and genetic interactions with our RNAi data, we inferred regulatory pathways upstream of hlh-1 that function globally or locally. This work not only revealed diverse and multilevel regulatory mechanisms coordinating muscle differentiation during C. elegans embryogenesis but also laid a foundation for further characterizing the regulatory pathways controlling muscle specification at the cellular, lineal (local), or embryonic (global) level.
hlh-1 是一种肌生成转录因子,在秀丽隐杆线虫胚胎发生过程中,对于体壁肌肉的特化是必需的。尽管它在肌肉特化方面的作用众所周知,但 hlh-1 上游的全面调控控制仍未得到明确界定。在这里,我们首先使用 13 个野生型胚胎,在单细胞分辨率上建立了 hlh-1 时空表达的统计参考,直到大多数细胞谱系的倒数第二轮分裂(从 4 细胞期到 350 细胞期)。接下来,我们通过 RNA 干扰(RNAi)干扰 65 个基因的表达,生成了 hlh-1 的线性表达,这些基因是根据其保守程度、突变表型以及在发育中的已知作用选择的。然后,我们通过使用均值漂移和基于密度的聚类算法根据其线性表达模式对野生型和 RNAi 胚胎进行聚类,根据它们的线性表达模式进行比较,这不仅证实了现有基因的作用,而且还揭示了在多个层次(包括细胞、线性和胚胎水平)上肌肉特化的新基因的潜在功能。通过将蛋白质-蛋白质相互作用、蛋白质-DNA 相互作用和遗传相互作用的公共数据与我们的 RNAi 数据结合起来,我们推断了 hlh-1 上游的调控途径,这些途径在全局或局部起作用。这项工作不仅揭示了协调秀丽隐杆线虫胚胎发生过程中肌肉分化的多样化和多层次的调控机制,而且为进一步表征控制肌肉特化的调控途径奠定了基础,这些途径可以在细胞、线性(局部)或胚胎(全局)水平上进行调控。