TABLE 1.
A selected list of tools for somatic mutation calling.
Tool | Reference | Sequencing type | Detectable mutation type | Optimized for non-cancer data | Built-in genotyper | Matched control required | Base-quality-aware in genotyper | Joint analysis of multiple samples |
---|---|---|---|---|---|---|---|---|
Strelka | Saunders et al. (2012) | bulk DNA | Shared | No | Yes | Yes | No | Yes, with matched control |
VarScan2 | Koboldt et al. (2012) | bulk DNA | Shared | No | Yes | Yes | No | Yes, with matched control |
JointSNVMix | Roth et al. (2012) | bulk DNA | Shared | No | Yes | Yes | Yes | Yes, with matched control |
MuTect | Cibulskis et al. (2013) | bulk DNA | Shared | No a | Yes | Yes a | Yes | Yes, with matched control |
MosaicHunter | Huang et al. (2014) Huang et al. (2017) | bulk DNA | Shared | Yes | Yes | No | Yes | Yes, with matched control or parents |
SomVarIUS | Smith et al. (2016) | bulk DNA | Shared | No | Yes | No | Yes | No |
EM-mosaic | Hsieh et al. (2020) | bulk DNA | Shared | Yes | Yes | No | No | No |
MosaicForecast | Dou et al. (2020) | bulk DNA | Shared | Yes | No | No | NA | No |
Shearwater | Gerstung et al. (2014) | bulk DNA, ultra-deep | Shared | No | Yes | Yes | No | No |
RareVar | Hao et al. (2017) | bulk DNA, ultra-deep | Shared | No | Yes | No | No | No |
RePlow | Kim et al. (2019) | bulk DNA, ultra-deep | Shared | Yes | Yes | No | Yes | No |
Monovar | Zafar et al. (2016) | single-cell DNA | Shared and private | No | Yes | Yes | No | Yes, with other single cells |
SCcaller | Dong et al. (2017) | single-cell DNA | Shared and private | Yes | Yes | Yes | Yes | No |
LiRA | Bohrson et al. (2019) | single-cell DNA | Shared and private | Yes | No | Yes | NA | No |
Conbase | Hard et al. (2019) | single-cell DNA | Shared | Yes | Yes | Yes | No | Yes, with other single cells |
SCAN-SNV | Luquette et al. (2019) | single-cell DNA | Shared and private | Yes | No | Yes | NA | No |
single-cell MosaicHunter | Huang et al. (2020) | single-cell DNA | Shared | Yes | Yes | No | Yes | Yes, with bulk or other single cells |
RNA-MuTect | Yizhak et al. (2019) | bulk RNA | Shared | Yes | Yes | Yes | Yes | Yes, with matched DNA |
SCmut | Vu et al. (2019) | single-cell RNA | Shared | No | No | Yes | NA | Yes, with matched DNA |
Later versions of MuTect, with dramatic improvement from the method described in the original paper, allow somatic mutation calling in non-cancer samples and without matched control.