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. 2020 Nov 2;10:18863. doi: 10.1038/s41598-020-75801-3

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© The Author(s) 2020

Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.

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Clustering of the embryonic cells. (a, c, d) Clustering 1031 embryonic cells using combined protein-coding genes and ncRNAs (a), using protein-coding genes alone (c), and using ncRNAs alone (d). (b) Clustering cells using combined protein-coding genes and ncRNAs, and labelling cells with embryo times. (e) Feature plots of newly identified ncRNA markers: T09E11.11 (early and middle embryonic intestinal cells), tts-1 (late embryonic posterior intestinal cells), Y7A9A.79 (late embryonic anterior intestinal cells), linc-22 (pharyngeal cells), C44H4.10 (hypodermal cells), T02G5.4 (early embryonic cells).