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Updated: Jan 8, 2026

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Rare Event Detection Using Error-corrected DNA and RNA Sequencing
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变体调用对替换变异签名推理的影响
Zichen Jiang1,2,3, Jessica N Au1,2,3,4, Mariya Kazachkova1,3,5
1Department of Cellular and Molecular Medicine, University of California San Diego, La Jolla, CA, USA.
bioRxiv : the preprint server for biology
|December 22, 2025
概括
达成共识的变体调用对于精确的癌症突变特征分析至关重要. 这种方法可靠地识别真正的单基替代签名,避免来自单个突变调用者的文物.
科学领域:
- 基因组学就是基因组学.
- 癌症研究 癌症研究
- 生物信息学是一种生物信息学.
背景情况:
- 在癌症基因组学中,识别突变特征至关重要.
- 变量调用策略对签名提取的影响尚未评估.
研究的目的:
- 评估不同的突变调用者如何影响新一代单基替代 (SBS) 签名.
- 建立强大的方法来推断癌症中的突变特征.
主要方法:
- 分析了超过8900个完整的外体 (TCGA) 和1800个完整的基因组 (PCAWG).
- 由单个呼叫者生成的新SBS签名与共识呼叫的比较.
- 使用三个独立的签名提取工具进行评估.
主要成果:
- 个别呼叫者引入了假阳性SBS,创建了人工签名.
- 共识调用在不同的管道和参考基因组中产生了稳定的de novo签名.
- 一种最小的共识方法 (两个呼叫者的协议) 删除了文物,同时保留了生物信号.
结论:
- 达成共识的变异调用对于可靠的新SBS突变特征推断至关重要.
- 将真正的突变过程与技术工件区分开来至关重要.
- 为可靠的签名分析提供了实际指导方针.
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