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Posts by Robert Aboukhalil

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Training biologists in Unix command-line skills: From curriculum to interactive online tutorials As the generation of data in the life and health sciences expands rapidly, there is a growing need for professionals and students in these fields to master core bioinformatics skills, particularly tho...

From @robert.bio @helenechiapello.bsky.social @mthomaschollier.bsky.social & col. in @plos.org #Computational #Biology | Training biologists in #Unix command-line skills: From curriculum to interactive online tutorials|#Education #OpenEducationalResources | ๐Ÿ–ฅ๏ธ ๐Ÿงช
โฌ‡๏ธ
journals.plos.org/ploscompbiol...

2 weeks ago 15 8 1 0
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151 - Deacon part 1 In this Software Deep Dive episode, we talk with Dr. Bede Constantinides (University of Birmingham) about Deacon, a tool for removing host DNA reads from metagenomic datasets. We discuss why host read

Host read removal sounds simple. It's not. ๐Ÿงซ

Ep. 151 of #microbinfie: we talk with @bede.im about Deacon โ€” why alignment-based approaches fall short, the sensitivity/specificity tradeoff, and what it takes to remove host reads at scale. Part 1 of 2.

#metagenomics
on.soundcloud.com/gEm7QyaTauvd...

3 weeks ago 14 6 3 0
Jean Fan | Personal site Personal website of Prof. Jean Fan

Just finished teaching another semester of Genomic Data Visualization! ๐Ÿฅณ

This semester, I integrated AI-assisted vibe coding. Some students used AI to excel beyond the mechanics of coding. Others struggled in ways I did not expect.

I reflect on my blog: jean.fan/2026/03/15/v...

1 month ago 15 1 3 0

Wow, this is amazing @wytamma.bsky.social!

1 month ago 8 2 2 0
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I saw a Youtube video by @omgenomics.com profiling the work that @plasmidsaurus.bsky.social has been doing in streamlining sample preparation for their Plasmid sequencing and RNA-seq products.
Interesting to see @OpenTrons instruments *everywhere*, and how they turn operations "pipette triggers".

2 months ago 16 2 1 0
The "Why Not?" Era of Sequencing Has Begun
The "Why Not?" Era of Sequencing Has Begun YouTube video by OMGenomics

We just released a video from our visit to @plasmidsaurus.bsky.social, where we spoke with Mark Budde and team: www.youtube.com/watch?v=nS2o...

Highlights include:
โœ… 3D printed magnetic bead contraptions
โœ… When sequencing more is easier than sequencing less
โœ… Bread machine analogies

2 months ago 3 2 0 0
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Playing with sandbox.bio. This was remarkably cathartic.

2 months ago 14 3 1 0
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That tech oligarchs are noisy and incensed about the remote possibility of a wealth tax and utterly silent about the murder of a man who was only using the phone they invented to chronicle the thuggish government goon squads should tell you everything about these desiccated souls.

2 months ago 3445 828 122 44
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๐Ÿš€ Our new paper on Alignoth just published in Bioinformatics!

Alignoth generates self-contained interactive HTML read alignment plots from BAM files โ€“ Rust-based, portable, and ideal for headless workflows.

๐Ÿ“„ doi.org/10.1093/bioi...

#bioinformatics #genomics #rust @johanneskoester.bsky.social

3 months ago 21 10 1 0
Boolean Biotech

Blogpost: I took an oral probiotic for a month and did microbiome sequencing at @Plasmidsaurus.

blog.booleanbiotech.com/oral-microbi...

3 months ago 5 4 0 0
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Releasing alignism, a small tool that I have found useful for doing multiple sequence alignment in browser.

hgbrian.github.io/alignism/

- The hard work was done by the awesome biowasm team!
- Does tree building too
- V fast compared to e.g., muscle on EBI
- Not tested that much!

3 months ago 24 10 0 0
The Virtual Cell Will Be More Like Gwas Than Alphafold There has been significant discussion recently on the concept of the โ€œvirtual cell.โ€ I want to summarize the key concepts regarding what the field wants from a virtual cell and the challenges we face....

I've been thinking about the "virtual cell" concept and wanted to write up a few thoughts. Specifically on how I think the prior experience in GWAS informs the most likely way these models will be useful.

andrewcarroll.github.io/2025/12/23/t...

3 months ago 37 17 0 0

Indeeeeed ๐Ÿ˜ƒ

3 months ago 1 0 0 0
human - s3://openhgl - 42basepairs

You can also use 42basepairs to view public buckets and preview file contents e.g. 42basepairs.com/browse/s3/op... ๐Ÿ™‚

3 months ago 2 0 0 0
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One last bioinformatics puzzle before the holidays: Can you figure out the file formats of unlabeled sequence data? ๐ŸŽ…

sandbox.bio/puzzles/form...

3 months ago 4 0 1 0
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These are fun educational puzzles to improve debugging skills of students! thanks to @robert.bio for creating these
sandbox.bio/puzzles

4 months ago 7 4 0 1
Intro to Bedder โ€“ The Quinlan Lab

We are thrilled to announce the first official release (v0.1.8) of #๐—ฏ๐—ฒ๐—ฑ๐—ฑ๐—ฒ๐—ฟ, the successor to one of our flagship tool, #๐—ฏ๐—ฒ๐—ฑ๐˜๐—ผ๐—ผ๐—น๐˜€! Based on ideas we conceived of long ago (!), this was achieved thanks to the dedication of Brent Pedersen.

1/n

4 months ago 298 152 5 11
Command-line puzzles Test your command-line knowledge with these puzzles, ranging from fun and easy to throw-your-laptop-out-the-window.

I'm building out a new section on sandbox.bio with debugging puzzles that could be relevant: sandbox.bio/puzzles

4 months ago 5 0 1 1

I didnโ€™t realize yโ€™all got Rust tools compiled in a biowasm compatible way, thatโ€™s awesome!

4 months ago 3 0 1 0

Workshop landing page with demos here -> wasmodic.github.io

4 months ago 11 5 1 0
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Hmmm ๐Ÿง

4 months ago 2 0 1 0
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GitHub - COMBINE-lab/mim: A small, auxiliary index to massively improve parallel fastq parsing A small, auxiliary index to massively improve parallel fastq parsing - COMBINE-lab/mim

@wytamma.bsky.social : so, it took a little bit of extra time (not the flight back from the CZI meeting), but I decided to just f#&$ing do it, and the basic code to build and parse with the auxiliary fastq index is working (github.com/COMBINE-lab/...). 1/2

5 months ago 25 15 3 0
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Efficient sequence analysis with bqtools Interactive bqtools tutorial: learn to analyse sequence data efficiently with BINSEQ files using a command-line interface in your browser.

Excited to announce a new bqtools tutorial on sandbox.bio by @noamteyssier.bsky.social! Learn about the BINSEQ file format, and how it can replace FASTQ files for better data compression and faster parallel processing: sandbox.bio/tutorials/bq...

5 months ago 8 4 0 0
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Efficient sequence analysis with bqtools Interactive bqtools tutorial: learn to analyse sequence data efficiently with BINSEQ files using a command-line interface in your browser.

BINSEQ is a high-performance format for sequencing data and bqtools is a CLI tool that lets you create and manipulate these files in the style of samtools.

Excited to release a tutorial with @robert.bio showcasing how to use it to encode, decode, and grep sequences in the browser on sandbox.bio!

5 months ago 5 2 1 0
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Call for Applications: Pathogen Data CUREsโ€”Curriculum Development Workshop

Interested in learning materials to prepare undergraduate students for working with pathogens and pathogen data? Iโ€™m hosting a small curriculum development sprint/workshop. Industry/clinical and educators needed.

Please share. Apply by November 28, 2025
dnalc.cshl.edu/pdn-2026-wor...

5 months ago 10 13 1 1
15 Bioinformatics Project Ideas
15 Bioinformatics Project Ideas YouTube video by OMGenomics

Students often ask me how to get bioinformatics experience, and I say "projects, projects, projects!". And inevitably they say "okay but how do I find a project to do?". So I made this video with 15 project ideas:

www.youtube.com/watch?v=dfJK...

5 months ago 6 3 0 0
Illustration of Burrows-Wheeler Transform and many auxiliary structures from the input string how$now$brown$cow$#

Illustration of Burrows-Wheeler Transform and many auxiliary structures from the input string how$now$brown$cow$#

New tool "bwt-svg" for making illustrations of the BWT and the many auxiliary arrays and other structures related to it. Pyodide-based no-installation-necessary interface here: benlangmead.github.io/bwt-svg/. (H/t to @robert.bio for pointing me to pyodide!) Full repo: github.com/benlangmead/....

6 months ago 40 21 4 1

Ah, by sorting the matrix, I meant sorting the set of 9 strings defined by each row of the matrix, not sorting the 2 strings defined by each column of the matrix.

6 months ago 1 0 0 0

Oh wow, BWT in a Google Sheet, thatโ€™s awesome!

6 months ago 0 0 0 0

This is wonderful to play with, highly recommended for anyone who wants to understand the BWT

6 months ago 21 4 0 0