Robert Aboukhalil
@robert.bio
3.1K followers 200 following 55 posts
Co-founder at https://omgenomics.com. Creator of https://42basepairs.com, https://sandbox.bio, https://biowasm.com, https://levelupwasm.com. Bioinformatics, genomics. About me: https://robert.bio
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Reposted by Robert Aboukhalil
smllmp.bsky.social
"Pro tip": If you are in a restricted environment & need quick access to a linux terminal running locally in the browser for some #bioinformatics messing around - check the sandbox.bio terminal playground. Made a bitly link for for convenience: bit.ly/bioterminal
Screenshot of the sandbox.bio playground for running a linux environment in the browser
robert.bio
Interesting! Have you written about this somewhere?
robert.bio
I still need to get around to reading the binseq paper, but I imagine a sandbox.bio tutorial might help spread the word? @noamteyssier.bsky.social let me know if you’d be interested
sandbox.bio - Interactive bioinformatics tutorials
sandbox.bio
robert.bio
I’m in the `seqkit seq` camp, easier to remember :)
robert.bio
Here is my deep dive into the FASTQ file format, and why you should not write Bash one-liners to parse FASTQ files: youtu.be/vFZtPTS9USE
Bioinformatics Basics: The FASTQ format and its pitfalls
YouTube video by OMGenomics
youtu.be
Reposted by Robert Aboukhalil
bedec.bsky.social
Blogged about how zstd --long fills the gap between fast and slow-but-high-ratio genome compression methods log.bede.im/2025/09/12/z...
robert.bio
"The reference genome is essentially folded using the BWT, which allows the search for read alignments to take on a bow-tie shape in the index"

Hmmm... @benlangmead.bsky.social
Reposted by Robert Aboukhalil
agawande.bsky.social
9 CDC Directors going back to 1977 speak out. What RFK Jr has done to our nation’s public health system "should alarm every American."

It "is unlike anything we have ever seen at the agency, and unlike anything our country has ever experienced." www.nytimes.com/2025/09/01/o...
Opinion | We Ran the C.D.C.: Kennedy Is Endangering Every American’s Health
www.nytimes.com
Reposted by Robert Aboukhalil
bffo.bsky.social
From @jxtxfoundation.bsky.social | JXTX + CSHL 2025 Genome Informatics Scholarships | Up to $750 for domestic or $1,250 for international travel | Application deadline is September 15, 2025 | #OpenScience 🧬 🖥️ 🧪
⬇️
jxtxfoundation.org/news/2025-6-...
JXTX + CSHL 2025 Genome Informatics Scholarship
JXTX + CSHL 2025 Genome Informatics Scholarships
jxtxfoundation.org
robert.bio
There's now a race to apply AI to every imaginable field of biology. The problem is: unless you understand the biology really well, it's easy to think you've solved the problem when you haven't even come close.

youtu.be/o097zC7CM5I
AI in biology: distinguishing hype from reality
YouTube video by OMGenomics
youtu.be
Reposted by Robert Aboukhalil
hankgreen.bsky.social
I doubt that there is a single family in America that hasn’t benefitted directly from the NIH.
robert.bio
Oh interesting, good to know! I’d love to hear more about the kinds of issues he encountered if he’s ever inspired to write a post about it :)
Reposted by Robert Aboukhalil
niema.net
Shout-out to amazing @ucsandiego.bsky.social Bioinformatics new-grads Maddie Ritter and Kyra Fetter for writing this tutorial!
smllmp.bsky.social
Wow, sandbox.bio now provides a tutorial for viral phylogenetics that you can run right in your browser 🙌
sandbox.bio/tutorials/vi...
#microbinfie #bioinformatics #training
via @robert.bio
sandbox.bio - Interactive bioinformatics tutorials
sandbox.bio
robert.bio
Thanks so much Samuel!
robert.bio
Hey @robp.bsky.social! 64-bit WebAssembly was only released in Chrome/Firefox a few months ago, and Safari doesn't support it yet, so it might be a while before I can switch over :)
Reposted by Robert Aboukhalil
nilshomer.com
What's the equivalent in #bioinformatics?

xkcd.com/3113/
Fix This Sign
xkcd.com
robert.bio
📢 Excited to share these new features on sandbox.bio:
- Python playground to quickly test code
- Customize how much memory the command-line can use! Choose between 512MB, 1GB, 2GB (previously fixed at 1GB)
- Confetti animations when you finish tutorials 🙃 (obviously the most important improvement)
Reposted by Robert Aboukhalil
clauswilke.com
I also reject the notion that "most biomedical literature is unreliable/untrue." This is simply not the case. The vast majority of biomedical research is so reliable we don't even think about it. And yes, some studies and even subfields have issues, but let's acknowledge all the things that work. 🧵
richardsever.bsky.social
"Create a journal for replication work". 🙄

This comes up time again as if there aren't existing places to put replications. PLOSOne will taken them, plenty of other journals will, and bioRxiv has had an article type called "Confirmatory Results" since we launched in 2013!
malar0ne.bsky.social
JB plans for NIH: give grants for replication work. Create journal for replication work. Evaluate on metrics including efforts to facilitate replication, not just influence.

AH raises: funding this will take money from somewhere else. JB kind of shrugs this off but...FY2026 budget is a 40% cut.
robert.bio
Excited to announce our first interactive article on sandbox.bio, about genomic ranges: sandbox.bio/concepts/gen...

Move & resize the ranges to see how that affects bedtools operations like merge and intersect in real time!
Reposted by Robert Aboukhalil
benlangmead.bsky.social
Industry friends, now is the time for MUCH more speaking out on behalf of academic colleagues under duress. Here are core open source methods that many of your products doubtlessly depend on either directly or indirectly (see en.wikipedia.org/wiki/HMMER) being abruptly defunded. Make noise.