#18 · Genomics
Reference choice and tissue-aware models reshape somatic variant detection across human…
The dominant thread is that variant detection improves when the reference or statistical model is matched to the sample. An individual-specific pangenome is compared with hg38 for somatic calling in a pediatric AML case, with fewer false-positive indels reported. vafSOMA uses tissue composition to assign cell layers to somatic mutations in plant bulk sequencing, and a multi-platform framework benchmarks long-read and MEI-targeted sequencing for somatic mobile element insertions in human tissues. Related reference and reporting work includes composited genomes for barley MOA-seq and mito-overview, which integrates mtDNA coverage, allele fractions and long-read co-occurrence. UMR-seq pairs unmethylated-region capture with genetic variant sequencing. These last three are adjacent rather than strictly somatic-calling studies.
Published papers
Multi-platform framework for mapping somatic retrotransposition in human tissues.
Integrative framework for mapping somatic mobile element insertions in human tissues, benchmarking long-read and MEI-targeted sequencing, phasing, and…
Preprints
Somatic variant detection using an individual-specific pangenome reference: a case study of a pediatric acute myeloid leukemia patient
Compares somatic variant calling on hg38 versus an individual-specific pangenome in a pediatric AML case, bulk and single-cell; fewer false-positive indels and…
A composited genome approach to analyse cistrome diversity in barley
Compares short-read draft genome strategies (SNP-replacement vs PHG composite) for MOA-seq TF footprint analysis across barley cultivars.
mito-overview: a mitochondrial report software
mito-overview is a software tool that integrates mtDNA coverage, allele fractions, annotations and long-read co-occurrence into mitochondrial genomic reports…
High-throughput sequencing of unmethylated DNA (UMR-seq) reveals extensive epigenetic variation in the hypomethylome of diverse plant species
UMR-seq captures unmethylated regions and sequences genetic variants in one assay, enabling low-cost population-scale epigenetic and genetic analysis across…
vafSOMA: Detecting cell-layer-fixed somatic mutations in plants
vafSOMA: a statistical model using tissue composition to detect cell-layer-fixed somatic mutations in plant bulk sequencing, assigning layers and estimating…
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