SV-plaudit
SV-plaudit generates visualizations of structural variant (SV) predictions and enables cloud-based curation to support validation and refinement of SV calls.
Key Features:
- Image Generation: Produces detailed images visualizing coverage and alignment signals from multiple samples for each predicted SV, representing the relevant genomic intervals.
- Cloud Integration: Automatically uploads generated images to a cloud framework for centralized storage and access.
- Data Compatibility: Accepts BAM and CRAM alignment files from Illumina paired-end sequencing, long-read sequencing from PacBio and Oxford Nanopore Technologies, and 10X Genomics linked-read data for image generation.
- Output Reports: Exports curation results as tab-delimited files and as annotated Variant Call Format (VCF) files.
Scientific Applications:
- Structural variant validation: Supports manual curation to improve the precision of SV calls from computational callers.
- High-throughput curation: Enables rapid review of large SV sets to facilitate scalable analyses in cohort and consortium studies.
- Genomic variation and disease studies: Aids investigation of SV contributions to genetic diversity and disease mechanisms by providing curated SV evidence.
Methodology:
Generates images from sequence alignments (BAM/CRAM, PacBio, Oxford Nanopore, 10X Genomics), uploads images to a cloud backend, and produces tab-delimited and annotated VCF outputs reflecting curation results.
Topics
Details
- License:
- MIT
- Tool Type:
- command-line tool
- Programming Languages:
- Shell, Python
- Added:
- 1/20/2021
- Last Updated:
- 5/20/2021
Operations
Publications
Belyeu JR, Nicholas TJ, Pedersen BS, Sasani TA, Havrilla JM, Kravitz SN, Conway ME, Lohman BK, Quinlan AR, Layer RM. SV-plaudit: A cloud-based framework for manually curating thousands of structural variants. GigaScience. 2018;7(7). doi:10.1093/gigascience/giy064. PMID:29860504. PMCID:PMC6030999.
PMID: 29860504
PMCID: PMC6030999
Funding: - US National Human Genome Research Institute: K99HG009532, R01GM124355, R01HG006693
- US National Cancer Institute: U24CA209999
Links
Repository
https://github.com/jbelyeu/SV-plaudit