svaRetro and svaNUMT: modular packages for annotating retrotransposed transcripts and nuclear integration of mitochondrial DNA in genome sequencing data

GigaByte. 2022 Oct 5:2022:gigabyte70. doi: 10.46471/gigabyte.70. eCollection 2022.

Abstract

Nuclear integration of mitochondrial genomes and retrocopied transcript insertion are biologically important but often-overlooked aspects of structural variant (SV) annotation. While tools for their detection exist, these typically rely on reanalysis of primary data using specialised detectors rather than leveraging calls from general purpose structural variant callers. Such reanalysis potentially leads to additional computational expense and does not take advantage of advances in general purpose structural variant calling. Here, we present svaRetro and svaNUMT; R packages that provide functions for annotating novel genomic events, such as nonreference retrocopied transcripts and nuclear integration of mitochondrial DNA. The packages were developed to work within the Bioconductor framework. We evaluate the performance of these packages to detect events using simulations and public benchmarking datasets, and annotate processed transcripts in a public structural variant database. svaRetro and svaNUMT provide modular, SV-caller agnostic tools for downstream annotation of structural variant calls.

Grants and funding

ATP was supported by an Australian National Health and Medical Research Council (NHMRC) Senior Research Fellowship (grant number 1116955) and the Lorenzo and Pamela Galli Charitable Trust. ATP and DC were supported by an NHMRC Ideas grant (grant number 1188098). JB and ATP were supported by the Stafford Fox Medical Research Foundation. The research benefitted from support from the Victorian State Government Operational Infrastructure Support and Australian Government NHMRC Independent Research Institute Infrastructure Support.