CReSIL: accurate identification of extrachromosomal circular DNA from long-read sequences. Issue 6 (4th October 2022)

• Record Type: Journal Article
• Authors: Wanchai, Visanu; Jenjaroenpun, Piroon; Leangapichart, Thongpan; Arrey, Gerard; Burnham, Charles M; Tümmler, Maria C; Delgado-Calle, Jesus; Regenberg, Birgitte; Nookaew, Intawat
• Is Part Of: Briefings in bioinformatics. Volume 23:Issue 6(2022)
• Publication Date: 2022-10-04
• Subjects: CRESIL -- eccDNA -- long-read sequence -- bioinformatic tool; Genetics -- Data processing -- Periodicals; Molecular biology -- Data processing -- Periodicals; Genomes -- Data processing -- Periodicals; 572.80285
• DOI: 10.1093/bib/bbac422
• Languages: English
• ISSNs: 1467-5463

Abstract

Abstract: Extrachromosomal circular DNA (eccDNA) of chromosomal origin is found in many eukaryotic species and cell types, including cancer, where eccDNAs with oncogenes drive tumorigenesis. Most studies of eccDNA employ short-read sequencing for their identification. However, short-read sequencing cannot resolve the complexity of genomic repeats, which can lead to missing eccDNA products. Long-read sequencing technologies provide an alternative to constructing complete eccDNA maps. We present a software suite, C onstruction-based R olling-circle-amplification for e ccDNA S equence I dentification and L ocation (CReSIL), to identify and characterize eccDNA from long-read sequences. CReSIL's performance in identifying eccDNA, with a minimum F1 score of 0.98, is superior to the other bioinformatic tools based on simulated data. CReSIL provides many useful features for genomic annotation, which can be used to infer eccDNA function and Circos visualization for eccDNA architecture investigation. We demonstrated CReSIL's capability in several long-read sequencing datasets, including datasets enriched for eccDNA and whole genome datasets from cells containing large eccDNA products. In conclusion, the CReSIL suite software is a versatile tool for investigating complex and simple eccDNA in eukaryotic cells.