RealSeq2: a software integrated with UMI identification, error correction, and methylation modifications storing
Ke WangiD, Mengmeng SongiD, Min LiiD, Tianyu CuiiD, Zhentian LiuiD, Enjie Yu, Huan FangiD, Xuan GaoiD, Xuefeng XiaiD, Jiayin WangiD, Yanfang GuaniD, Tao LiuiD, Xin YiiD
Abstract
High-throughput UMI technology sequencing is widely used in early tumor screening, detection, recurrence monitoring, etc. Detecting extremely low-frequency mutations is especially important for monitoring tumor recurrence, so high-precision data, as well as high-quality data, are required. We developed RealSeq2, a new integrated data-preprocessing software based on fastp and gencore, to achieve adapter removal, quality control, UMI identification, and generate consensus reads by clustering and error correction using multithreading in high-throughput next-generation sequencing background. RealSeq2 also supports methylation data of 5-methylcytosine bisulfite-free sequencing. RealSeq2 defined a new tag in SAM for storing methylation information, which is beneficial for co-identifying methylation sites and mutation sites for downstream analysis. RealSeq2 includes three submodules: ReadsProfiler, ReadsCleaner, and ReadsRecycler. In addition, the output format file (BAM or SAM) is universal for downstream analyses. RealSeq2 is the preferred upstream analysis software for the co-detection of ultra-low frequency mutations and bisulfite-free methylation data. The error profile provides data support for downstream analysis. Additionally, XM tags will become a standard protocol for recording methylation signals.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 1
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- smCounter2: an accurate low-frequency variant caller for targeted sequencing data with unique molecular identifiers
Chang Xu, Xiujing Gu, … Yexun Wang·BioinformaticsPeer-reviewed·Sep 5, 2018
- ME-plot: A QC package for bisulfite sequencing reads
Bong-Hyun Kim·bioRxiv·Jan 27, 2016
- LuxRep: a technical replicate-aware method for bisulfite sequencing data analysis
Maia Malonzo, Viivi Halla-aho, … Harri J Lähdesmäki·bioRxiv·Oct 19, 2018
- A Universal Duplex Sequencing Approach for Accurate Detection of Somatic Mutations
Shuvro Prokash Nandi, Yuhe Cheng, … Ludmil B. Alexandrov·bioRxiv·Sep 14, 2025
- Ultra-mild bisulfite outperforms existing methods for 5-methylcytosine detection with low input DNA
Qing Dai, Tanner Baldwin, … Chuan He·Nature CommunicationsPeer-reviewed·Nov 13, 2025
- Processing UMI Datasets at High Accuracy and Efficiency with the Sentieon ctDNA Analysis Pipeline
Jinnan Hu, Cai Jiang, … Weizhi Chen·bioRxiv·Jun 3, 2022