Table 1.
Tool | Sample Type | Variant Type | Method | Ref |
---|---|---|---|---|
Manta | G, S | SV, indels | Graph-based breakend analysis | [57] |
TIDDIT | G, S | SV | Coverage-based genome scan | [58] |
Cnvkit | G, S | CNV | Coverage-based genome scan | [59] |
Freebayes | G, S | SNV, indels | Haplotype-based Bayes theorem | [60] |
Strelka2 | G, S | SNV, indels | Haplotype-based mixture modeling | [61] |
DeepVariant | G | SNV, indels | Pileup image CNN classification | [62] |
HaplotypeCaller | G | SNV, indels | Haplotype re-assembly, likelihood | [63] |
Mpileup | G | SNV, indels | Local re-alignment, likelihood | [55] |
Mutect2 | S | SNV, indels | GATK + read-to-haplotype alignment | [64] |
Ascat | S | CNV | Signal intensity and allele frequency | [65] |
Control-FREEC | S | CNV | LASSO-based genome segmentation | [66] |
MSIsensor-pro | S | MSI | Multinomial distribution | [67] |
Note. G: germline, S: Somatic; SV: Structural variant; SNV: small nucleotide variant, indel: small insertion/deletion; CNV: copy number variant, MSI: microsatellite instability.