| Literature DB >> 35831863 |
Michael A Schon1,2, Stefan Lutzmayer3, Falko Hofmann3, Michael D Nodine4,5.
Abstract
Entities:
Year: 2022 PMID: 35831863 PMCID: PMC9281143 DOI: 10.1186/s13059-022-02725-8
Source DB: PubMed Journal: Genome Biol ISSN: 1474-7596 Impact factor: 17.906
Fig. 4Bookend performance on single mouse cells. A Reconstruction of Spike-In RNA Variants (SIRVs) from 96 paired-end 100 bp SMARTer libraries of single mESCs. Each vertical bar depicts the assemblies from one cell, ordered from highest (bottom) to lowest (top) estimated abundance. Colored boxes match a true isoform of the given input concentration; gray boxes are false assemblies. B SIRV assembly performance as a function of increasing sequencing depth. F-measure (right) is the harmonic mean of sensitivity and precision. C Boxplots showing percent validation of 5′ ends with SLIC-CAGE support within the given windows for 96 single mESC assemblies. D Boxplots as in (C) showing 3′ end validation by 3P-Seq peaks. E Percent of intergenic assemblies (no overlap with RefSeq) in single cells which have ≥1 matching Capture Long-Seq read from the mouse CLS atlas
Fig. 5End-guided meta-assembly accurately integrates single-cell data. A Performance of assemblers with input from increasing numbers of single mESC cells. Assemblies with a matching exon chain to a RefSeq transcript (left) or no match to a RefSeq transcript (right). B F-measure of assemblies, where recall is the proportion of all transcripts assembled by ≥1 strategy and precision is matches/total assemblies. C Comparison of Bookend meta-assembly to standard assembly and other meta-assemblers. Number of RefSeq-matching transcripts assembled (left) or the number of non-matches (right). D Precision/recall plot of the 12 assemblies from C; recall and precision calculated as in (B). E IGV browser image of the Commd8 gene. From top to bottom: RefSeq, Gencode, and Bookend mESC annotations, 5′ ends from mESC SLIC-CAGE, 3′ ends from mESC 3P-seq, Bookend-condensed partial assemblies from 96 single mESCs