title: Identification of genes driving lineage divergence from single-cell gene expression data in C. elegans.
abstract: The nematode Caenorhabditis elegans (C. elegans) is an ideal model organism to study the cell fate specification mechanisms during embryogenesis. It is generally believed that cell fate specification in C. elegans is mainly mediated by lineage-based mechanisms, where the specification paths are driven forward by a succession of asymmetric cell divisions. However, little is known about how each binary decision is made by gene regulatory programs. In this study, we endeavor to obtain a global understanding of cell lineage/fate divergence processes during the early embryogenesis of C. elegans. We reanalyzed the EPIC data set, which traced the expression level of reporter genes at single-cell resolution on a nearly continuous time scale up to the 350-cell stage in C. elegans embryos. We examined the expression patterns for a total of 131 genes from 287 embryos with high quality image recordings, among which 86 genes have replicate embryos. Our results reveal that during early embryogenesis, divergence between sister lineages could be largely explained by a few genes. We predicted genes driving lineage divergence and explored their expression patterns in sister lineages. Moreover, we found that divisions leading to fate divergence are associated with a large number of genes being differentially expressed between sister lineages. Interestingly, we found that the developmental paths of lineages could be differentiated by a small set of genes. Therefore, our results support the notion that the cell fate patterns in C. elegans are achieved through stepwise binary decisions punctuated by cell divisions. Our predicted genes driving lineage divergence provide good starting points for future detailed characterization of their roles in the embryogenesis in this important model organism.
authors: Department of Bioinformatics and Genomics, The University of North Carolina at Charlotte, 351 Bioinformatics Building, 9201 University City Blvd, Charlotte, NC 28223, USA. Electronic address: cxu3@uncc.edu.
authors: Chen
authors: C
authors: Xu
authors: Department of Bioinformatics and Genomics, The University of North Carolina at Charlotte, 351 Bioinformatics Building, 9201 University City Blvd, Charlotte, NC 28223, USA. Electronic address: zcsu@uncc.edu.
authors: Zhengchang
authors: Z
authors: Su
mesh_terms: D000818:Animals; D017173:Caenorhabditis elegans / Q000235:genetics*; D029742:Caenorhabditis elegans Proteins / Q000235:genetics; D002454:Cell Differentiation / Q000235:genetics; D002455:Cell Division; D019070:Cell Lineage / Q000235:genetics*; D047108:Embryonic Development / Q000235:genetics*; D015870:Gene Expression; D018507:Gene Expression Regulation, Developmental; D017930:Genes, Reporter / Q000235:genetics
chemical_list: D029742:Caenorhabditis elegans Proteins
keywords: C. elegans; Cell fate; Classification; Embryogenesis; Lineage divergence