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RNA-seq03:21

RNA-seq

RNA sequencing, or RNA-Seq, is a high-throughput sequencing technology used to study the transcriptome of a cell. Transcriptomics helps to interpret the functional elements of a genome and identify the molecular constituents of an organism. Additionally, it also helps in understanding the development of an organism and the occurrence of diseases. 
Before the discovery of RNA-seq, microarray-based methods and Sanger sequencing were used for transcriptome analysis. However, while microarray-based...

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Genome-wide Purification of Extrachromosomal Circular DNA from Eukaryotic Cells
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Circlehunter: a tool to identify extrachromosomal circular DNA from ATAC-Seq data.

Manqiu Yang1, Shufan Zhang1, Rong Jiang1

  • 1School of Biology and Basic Medical Sciences, Soochow University, 215123, Suzhou, China.

Oncogenesis
|May 22, 2023
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Extrachromosomal circular DNA (ecDNA) drives cancer evolution and heterogeneity. A new tool, CircleHunter, identifies ecDNA from ATAC-Seq data, revealing oncogene amplifications and therapeutic targets in lung cancer.

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Area of Science:

  • Genomics
  • Cancer Biology
  • Bioinformatics

Background:

  • Extrachromosomal circular DNA (ecDNA) significantly contributes to cancer cell evolution and heterogeneity due to its non-Mendelian inheritance.
  • Understanding ecDNA's role is crucial for developing targeted cancer therapies.

Purpose of the Study:

  • To develop and validate a computational tool, CircleHunter, for identifying ecDNA from ATAC-Seq data.
  • To investigate the prevalence and characteristics of ecDNA-harboring oncogenes in various cancer types.

Main Methods:

  • CircleHunter utilizes the enhanced chromatin accessibility of ecDNA to identify it from ATAC-Seq data.
  • The tool's performance was evaluated using simulated data, achieving an F1 score of 0.93.
  • Analysis of 94 public ATAC-Seq datasets identified 1312 ecDNAs, including 37 amplified oncogenes.

Main Results:

  • CircleHunter accurately identifies ecDNA with high sensitivity and specificity, even with short read lengths.
  • The study identified numerous oncogenes within ecDNAs across diverse cancer datasets.
  • In small cell lung cancer, ecDNA-driven MYC amplification influenced NEUROD1 expression, suggesting sensitivity to Aurora kinase inhibitors.

Conclusions:

  • CircleHunter provides a valuable pipeline for ecDNA detection and analysis in cancer research.
  • The findings highlight ecDNA's role in oncogene amplification and provide insights into potential therapeutic strategies targeting ecDNA-driven cancers.