Ecc_finder: a robust and accurate tool for detecting extrachromosomal circular DNA from sequencing data
Ontology highlight
ABSTRACT:
PROVIDER: PRJEB46420 | ENA |
REPOSITORIES: ENA
Similar Datasets
Project description:Extrachromosomal circular DNA (eccDNA) has been observed in different species for decades, and more and more evidence shows that this specific type of DNA molecules may play an important role in rapid adaptation. Therefore, characterizing the full landscape of eccDNA has become critical, and there are several protocols for enriching eccDNAs and performing short-read or long-read sequencing. However, there is currently no available bioinformatic tool to identify eccDNAs from Nanopore reads. More importantly, the current tools based on Illumina short reads lack an efficient standardized pipeline notably to identify eccDNA originating from repeated loci and cannot be applied to very large genomes. Here, we introduce a comprehensive tool to solve both of these two issues. Applying ecc_finder to eccDNA-seq data (either mobilome-seq, Circle-Seq and CIDER-seq) from Arabidopsis, human, and wheat (with genome sizes ranging from 120Mb to 17 Gb), we document the improvement of computational time, sensitivity, and accuracy and demonstrate ecc_finder wide applicability and functionality.
| S-EPMC8672306 | biostudies-literature
Project description:Extrachromosomal circular DNA (eccDNA) is double-stranded circular DNA that is derived from but independent of chromosomal DNA. Owing to its nonchromosomal inheritance, eccDNA facilitates the amplification of oncogenes and expedites the process of genome evolution in tumor. However, the role of eccDNA in RB remains enigmatic. We combined Circle-Seq and RNA-Seq to identified crucial extrachromosomal circular oncogene amplicons. Herein, we revealed that extrachromosomal circular SUZ12 amplicon regulates H3K27me3 modification during the oncogenic progression of retinoblastoma. Conclusively, our study initially delineated an integrated picture of the eccDNA landscape in retinoblastoma and unveiled a novel SUZ12-containing eccDNA/H3K27me3 oncogenic mechanism where eccDNA dictates retinoblastoma progression through regulating transcription levels of linear DNA.
2023-07-02 | GSE235888 | GEO
Project description:Effects of nucleases on cell-free extrachromosomal circular DNA
| EGAS00001005873 | EGA
Project description:Extrachromosomal circular DNA is common in yeast.
| PRJEB6368 | ENA
Project description:Extrachromosomal circular DNAs (eccDNAs) are usually somatically mosaic and a source of intercellular heterogeneity in normal and tumor cells. Because short eccDNAs are poorly chromatinized, we hypothesized that they are sequenced by tagmentation in ATAC-seq experiments, without any enrichment of circular DNA, and thus identified thousands of eccDNAs. The eccDNAs identified in cell lines were validated by inverse PCR on DNA that survives exonuclease digestion of linear DNA, and by metaphase FISH. ATAC-seq in Gliomas and Glioblastomas identify hundreds of eccDNAs, including one containing the well-known EGFR gene amplicon from chr7. Over 18,000 eccDNAs, many carrying known cancer driver genes, are identified in a pan-cancer analysis of 360 ATAC-seq libraries from 23 tumor types. Because of somatic mosaicism, eccDNAs are identified by ATAC-seq even before amplification of the locus is recognized by genome-wide copy number variation measurements. Thus, standard ATAC-seq is a sensitive method to detect eccDNA present in a subset of tumor cells, ready to be amplified under appropriate selection, as during therapy.
2020-02-18 | GSE145409 | GEO
Project description:Oncogenes are commonly amplified on extrachromosomal DNA particles (ecDNA) in cancer, but our understanding of the structure of ecDNA and its impact on gene regulation is limited. We integrated ultrastructural imaging, long range-optical mapping, and computational analysis of whole genome sequencing to demonstrate unequivocally that ecDNA is circular. Pan-cancer analyses reveal that the oncogenes encoded on ecDNA are among the most highly expressed genes in the transcriptome of tumours, linking elevated copy with very high levels of transcription. Quantitative assessment of the chromatin state, including ATAC-seq to map the accessible genome and ATAC-see to examine spatial distribution of open chromatin, reveal that while ecDNA is chromatinized, it lacks higher order compaction typical of chromosomes. In fact, ecDNA contains the most accessible DNA in the tumour genome. Using chromosome conformation capture technologies and CRISPR interference, we reveal the differential organization of active chromatin in cancer that is dictated by the circular shape of ecDNA. Lastly, we develop comprehensive maps that provide new insight into how circular ecDNA structure determines oncogene function, bridging ecDNA biology with modern cancer genomics and epigenetics.
2019-12-31 | GSE131956 | GEO
Project description:Extrachromosomal circular DNA (eccDNA) is double-stranded circular DNA that is derived from but independent of chromosomal DNA. Owing to its nonchromosomal inheritance, eccDNA facilitates the amplification of oncogenes and expedites the process of genome evolution in tumor. However, the role of eccDNA in RB remains enigmatic. Herein, we identified a set of SUZ12-containing eccDNAs in RB. Through multiomics analyses, we demonstrated that SUZ12 contributes to elevated levels of H3K27me3 modification and subsequently inhibits the transcription of KLF4 during the oncogenic progression of retinoblastoma. Conclusively, our study unveiled a novel SUZ12-containing eccDNA/H3K27me3 oncogenic mechanism where eccDNA dictates retinoblastoma progression through regulating transcription levels of linear DNA.
2023-07-02 | GSE235887 | GEO
Project description:Extrachromosomal circular DNA (eccDNA) is double-stranded circular DNA that is derived from but independent of chromosomal DNA. Owing to its nonchromosomal inheritance, eccDNA facilitates the amplification of oncogenes and expedites the process of genome evolution in tumor. However, the role of eccDNA in RB remains enigmatic. Herein, we identified a set of SUZ12-containing eccDNAs in RB. Through multiomics analyses, we demonstrated that SUZ12 contributes to elevated levels of H3K27me3 modification and subsequently inhibits the transcription of KLF4 during the oncogenic progression of retinoblastoma. Conclusively, our study unveiled a novel SUZ12-containing eccDNA/H3K27me3 oncogenic mechanism where eccDNA dictates retinoblastoma progression through regulating transcription levels of linear DNA.
2023-08-05 | GSE239785 | GEO
Project description:Recently, it has been demonstrated that genomes of many species express single stranded RNAs with covalently closed ends, named circular RNAs. Their regulatory potential and functional relevance are just starting to be revealed. Here we present a novel computational tool, seekCRIT (seek for differentially expressed Circular RNAs In Transcriptome), that identifies circular RNAs and detects their differential expression between two conditions. Using seekCRIT we identified the circular RNAs that are expressed in the neural retina and determined that the majority of them (74%) are expressed in both, ischemic and normal conditions. We identified over 40 circular RNAs that were differentially expressed between both conditions and validated these experimentally using qRT-PCR. The high validation rate of 90% with a false discovery rate (FDR) of < 5% demonstrates the accuracy and reliability of seekCRIT.
2021-02-02 | GSE114896 | GEO
Project description:Circular extrachromosomal DNA (ecDNA) in patient tumor genomes is an important driver of oncogenic gene expression, evolution of drug resistance, and poor patient outcomes. Applying computational methods for detection and reconstruction of ecDNA across a retrospective cohort of 481 medulloblastoma (MB) tumors from 465 patients, we identify circular ecDNA in 82 patients (18%). Patients with ecDNA+ MB were more than twice as likely to relapse and three times as likely to die within 5 years of diagnosis. Individual tumors harbor multiple ecDNA lineages, each containing distinct amplified oncogenes. Multimodal sequencing, imaging, and CRISPR inhibition experiments in MB models reveal intratumoral heterogeneity of ecDNA copy number per cell and frequent putative "enhancer rewiring" events on ecDNA. This study reveals the frequency and diversity of ecDNA in a subset of highly aggressive MB tumors, and suggests copy number heterogeneity and enhancer rewiring as clinically relevant features of ecDNA in MB.
2023-09-14 | GSE240410 | GEO