Scientific DataGenomicsPeer-reviewed journal article
Establishment of reference standards for multifaceted mosaic variant analysis
Yoo-Jin Jiny HaiD, Myung Joon OhiD, Junhan KimiD, Jisoo KimiD, Seungseok KangiD, John Dorrance MinnaiD, Hyun Seok KimiD, Sangwoo KimiD
Abstract
Detection of somatic mosaicism in non-proliferative cells is a new challenge in genome research, however, the accuracy of current detection strategies remains uncertain due to the lack of a ground truth. Herein, we sought to present a set of reference standards based on a total of 386,613 mosaic single-nucleotide variants (SNVs) and insertion-deletion mutations (INDELs) with variant allele frequencies (VAFs) ranging from 0.5% to 56%, as well as 35,113,417 non-variant and 19,936 germline variant sites as a negative control. The whole reference standard set mimics the cumulative aspect of mosaic variant acquisition in the early developmental stage owing to the progressive mixing of cell lines with established genotypes, ultimately unveiling 741 possible inter-sample relationships with respect to variant sharing and asymmetry in VAFs. We expect that our reference standards will be essential for optimizing the current use of mosaic variant detection strategies and for developing algorithms to enable future improvements.
- assay: whole-genome sequencing
- research focus: benchmarking
- research focus: variant calling
- research focus: variant effect prediction
- approach: simulation
- Citations
- 9
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