Single Cell Transcriptome Defines Cell Type Repertoire of Adult Daphnia magna

生物 大型水蚤 转录组 遗传学 剧目 细胞 计算生物学 进化生物学 基因 基因表达 化学 物理 有机化学 毒性 声学
作者
Indira Krishnan,Lev Y. Yampolsky,Kseniya Petrova,Leonid Peshkin
出处
期刊:Genetics [Oxford University Press]
标识
DOI:10.1093/genetics/iyaf234
摘要

Abstract Detailed knowledge of transcriptional responses to environmental cues or developmental stimuli requires single cell resolution. We performed two single-cell RNAseq experiments of adult females and males of Daphnia magna, a freshwater plankton crustacean which is both a classic and emerging new model for eco-physiology, toxicology, and evolutionary genomics. We were able to identify >25 distinct cell types about half of which could be functionally annotated. First, we identified ovaries- and testis-related cell types by focusing on female- and male-specific clusters. Second, we compared markers between cell clusters and bulk RNAseq data on transcriptional profiles of early embryos, circulating hemocytes, midgut, heads (containing brain, eyes, muscles, and hepatic caeca), antennae II, and carapace. Finally, we compared transcriptional profiles of Daphnia cell clusters with orthologous markers of 200+ cell types annotated in Drosophila cell atlas. This allowed us to recognize striated myocytes, enterocytes, cuticular cells, as well as 9 different neuron types, including photoreceptors. Several well-defined clusters showed a significant enrichment in markers of both hemocytes and either fat body, or ovaries, or certain neuron types of Drosophila, but not with bulk RNAseq data from circulating hemocytes. This allowed us to hypothesize the existence of non-circulating, fat body-, ovary-, or neuron-associated populations of hemocytes in Daphnia. The circulating hemocytes express numerous cuticular proteins suggesting their role, in addition to macrophagy, in wound repair. Our data will be useful as a baseline resource for researchers using Daphnia to answer questions in ecophysiology, toxicology and biology of adaptation to changing environment.
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