Ryan Wick

Ryan Wick

@rrwick.bsky.social

Bioinformatician at the Centre for Pathogen Genomics at the University of Melbourne

1.2K followers127 following95 posts

Ryan Wick reposted

🎉 Excited to share that our paper, “agtools: A Software Framework to Manipulate Assembly Graphs”, has been accepted in Bioinformatics Advances. (1/n) 🔗 GitHub: github.com/Vini2/agtools 📄 Paper: academic.oup.com/bioinformati... #bioinformatics #genomics #openscience

academic.oup.comagtools: A Software Framework to Manipulate Assembly GraphsAbstractMotivation. Assembly graphs are a fundamental data structure used by genome and metagenome assemblers to represent sequences and their overlap info

Ryan Wick reposted

Ryan Wick reposted

Ryan Wick reposted

Here's the ultra-short version: If you want the best possible long-read bacterial genome assemblies, Autocycler is the tool for you! It is computationally intensive (due to the need to generate many alternative input assemblies) but consistently more accurate than other methods. (2/3)

Ryan Wick reposted

Ryan Wick reposted

Preprint out for myloasm, our new nanopore / HiFi metagenome assembler! Nanopore's getting accurate, but 1. Can this lead to better metagenome assemblies? 2. How, algorithmically, to leverage them? with co-author Max Marin @mgmarin.bsky.social, supervised by Heng Li @lh3lh3.bsky.social 1 / N

bioRxiv Bioinfo@biorxiv-bioinfo.bsky.social

High-resolution metagenome assembly for modern long reads with myloasm https://www.biorxiv.org/content/10.1101/2025.09.05.674543v1

Minor new release of @nanoporetech.com's Dorado: github.com/nanoporetech... It supports using --bacteria when polishing an assembly with v5.2.0 data, which is nice! But if I understand correctly, it's the same bacterial polishing model from Sep 2024, not a new model.

github.comRelease v1.0.1 · nanoporetech/dorado[1.0.1] (4 June 2025) This release introduces support in the --bacteria mode of Dorado polish for data basecalled with v5.2 models and improves the speed of 5mCG_5hmCG calling with v5.0 and v5.2 mo...

New version of Dorado is out: github.com/nanoporetech... And for the first time in a year, this includes new DNA basecalling models! I'll try out these new models (v5.2.0) and compare them to the previous ones (v5.0.0) in a blog post in the near future.

github.comRelease v1.0.0 · nanoporetech/dorado[1.0.0] (21 May 2025) We are pleased to announce the release of Dorado v1.0, delivering new models and capabilities for Oxford Nanopore data analysis. This release introduces: New v5.2 basecalling...

Since it uses multiple input assemblies, Autocycler is more computationally demanding than other assembly approaches. But when accuracy matters, it's worth it! (6/6)

Benchmark TLDR: • Flye and Canu had the fewest sequence errors of the individual assemblers. • All single-tool assemblies were prone to structural issues (e.g. missing small plasmids). • Autocycler assemblies had lower error rates and better structural accuracy than other methods. (3/6)

While Autocycler can be fully automated, it also allows for manual intervention when accuracy is paramount. For example, Autocycler still sometimes misses small plasmids, but manually revising its clusters can fix this. (4/6)

It's a replacement for `conda env list` that shows more useful info: a description, last update date, and versions of key tools. You just add a simple `envinfo.txt` file to each environment to define what you care about.