Jon Belyeu
@jonbelyeu.bsky.social
440 followers 570 following 12 posts
Bioinformatics scientist at PacBio, previously Illumina. I develop software tools in Rust and Python for genome analysis. https://orcid.org/0000-0001-5470-8299
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Reposted by Jon Belyeu
holtjma.bsky.social
I'm excited to share our pre-print about a new variant benchmarking tool we've been working on for the past few months!

Aardvark: Sifting through differences in a mound of variants
GitHub: github.com/PacificBiosc...

Some highlights in this thread:
1/N
jonbelyeu.bsky.social
In addition to making these handy-dandy images, SVTopo creates a serverless table browser to sort, filter, and view the results. The one for these 7 samples is live at pacificbiosciences.github.io/SVTopo/. Try it out!
SVTopo
pacificbiosciences.github.io
jonbelyeu.bsky.social
This example might look at first glance like a bad representation of a translocation, but the SVA annotation is a giveaway - reads from chr12 and chr19 aligned to a random SVA retrotransposon rather than a real connection between three chromosomes.
jonbelyeu.bsky.social
Alignment challenges mean that the visualization doesn’t always work, of course. 125 images from these 7 genomes had alignment artifacts that made them useless for variant interpretation. Many of these appear to be useful in another way, though – identification of false positives.
jonbelyeu.bsky.social
We looked at SVTopo images for 7 unrelated samples (HG002 and 6 from the platinum pedigrees cohort: 10.1101/2024.10.02.616333) and observed 142 unique complex SVs that we put in 11 categories (fig2).
jonbelyeu.bsky.social
This example is hard to understand from e.g. IGV/Ribbon (see Fig1) but pretty simple in SVTopo: 4 blocks deleted (B,D,F,H), 2 inverted (E,G), 1 re-ordered (C)
jonbelyeu.bsky.social
Although there are some excellent genome visualization tools out there, none of them are great at representing the complex structural variation that long reads uniquely identify. SVTopo is for this. Shows alignments in new genomic blocks and represents those blocks relative to the reference genome.
Reposted by Jon Belyeu
ctsa.bsky.social
Great to see that sawfish, our new HiFi SV caller, is accepted for publication in Bioinformatics! Sawfish emphasizes local haplotype modeling to improve SV representation and genotyping in both single and joint-sample analysis. Advance-access article now available: (1/n)

doi.org/10.1093/bioi...
Sawfish: Improving long-read structural variant discovery and genotyping with local haplotype modeling
AbstractMotivation. Structural variants (SVs) play an important role in evolutionary and functional genomics but are challenging to characterize. High-accu
doi.org
Reposted by Jon Belyeu
holtjma.bsky.social
“StarPhase: Comprehensive Phase-Aware Pharmacogenomic Diplotyper for Long-Read Sequencing Data” is now on biorxiv! In this work, we explore the use of long-read sequencing (#PacBio #HiFi) for #pharmacogenomics #PGx. 1/N

Pre-print: doi.org/10.1101/2024...
Repo: github.com/PacificBiosc...
GitHub - PacificBiosciences/pb-StarPhase: A phase-aware pharmacogenomic diplotyper for PacBio datasets
A phase-aware pharmacogenomic diplotyper for PacBio datasets - PacificBiosciences/pb-StarPhase
github.com
Reposted by Jon Belyeu
dportik.bsky.social
Another very insightful paper on #methylation and long-read sequencing by @gangfang.bsky.social, describing some important but frequently overlooked caveats.

Gang provides a fantastic summary in his post, but here's my take too😅:
jonbelyeu.bsky.social
#ASHG2024 was a blast. I had great discussions with friends and #pacbio collaborators, presented a poster on my new tool SVTopo, welcomed #PacBioVega to the world, and realized than I'm a bigger fan of One Republic than I knew before. Excited for next time!
Reposted by Jon Belyeu
jonbelyeu.bsky.social
Glad to see the interest! Associating individual alignments with VCF breakend coordinates can be challenging, which is why the recommended workflow uses sawfish (we added a sawfish read output to make it work) but svtopo can also run with just the HiFi bam for samples without sawfish calls