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Nathan Roach

@natproach.bsky.social
956 followers 1.2K following 226 posts

Bad opinion haver, leftist, scientist, bioinformatics PhD, Rust lang enthusiast, Python begrudging-acceptor, in that order.

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Nathan Roach @natproach.bsky.social · 09/10/2026
I regret to inform that a significant portion of industry is still using hg19. In industry it’s a bit inertia and a bit needing to get approval / justify changes to clinically approved methods. In academia I imagine it’s mostly inertia.
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Mark Peifer (He, him) @peiferlabunc.bsky.social · 29/09/2026
For the last 34 years I have been on the faculty of the UNC-Chapel Hill Department of Biology and have never regretted that decision. This year we are hiring TWO new Assistant Professors in the broad area of Molecular, Cell, Developmental Biology 1/n bio.unc.edu
Front page of the website
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Lucas van Dijk @lucasvandijk.nl · 23/07/2026
What a huge achievement! 450 human haplotypes. PacBio Kinnex transcriptomic data, Fiber-Seq (nucleosome occupancy), and so much more!
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Nathan Roach @natproach.bsky.social · 29/06/2026
(Not real, I should note)
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Nathan Roach @natproach.bsky.social · 29/06/2026
The entire thing is worth reading but “Three further commercial scanners exhaust their context windows on dist/vendor.min.js: 600 KB of the Bee Movie screenplay, then the second-stage loader. One reports that according to all known laws of aviation, the package poses no threat.” lmao
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Katie Mack @astrokatie.com · 23/06/2026
This is such a bummer.
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Nathan Roach @natproach.bsky.social · 23/06/2026
I believe it’s ‘@bioconda-bot please merge’, fwiw
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Christine Mayr @christinemayr.bsky.social · 08/06/2026
Finally out in @Cellcellpress! Proteins with long IDRs are prone to misfolding during protein synthesis. This is prevented by mRNA 3′UTRs that act as mRNA-based IDR chaperones. www.cell.com/cell/fulltex...
cell.com
mRNA 3′ UTRs chaperone intrinsically disordered regions to control protein activity
Highly conserved mRNA 3′ UTRs act as co-translational chaperones for intrinsically disordered regions (IDRs), preventing inter-domain misfolding and enabling biogenesis of fully active proteins.
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Kieron Gillen @kierongillen.bsky.social · 03/06/2026
Hugely sad. We've lost John Blanche. It's hard to know where to begin. He set fire to a generation's imagination, and those fires show no sign of stopping burning. His work very much illuminated the darkness.
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Katie Mack @astrokatie.com · 29/05/2026
It’s truly astonishing to see how comprehensively the US government is tearing down every part of the system that has made it up until now a world-leading power in science, research, and technological development. The entire world will suffer from this wanton destruction.
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Sholto David @sholtodavid.bsky.social · 22/05/2026
Earlier this week I posted an example of a fake western blot provided by ThermoFisher to demonstrate the validity of a p53 antibody. I considered it an amusing curiosity. In fact Thermo Fisher Scientific has systematically manipulated antibody validation data!
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anil oza @aniloza.bsky.social · 14/05/2026
wow — the preprint host, arxiv, is banning authors for a year if they submit papers with hallucinated citations 🤖
Twitter thread from Thomas Dietterich, reading "Attention 
@arxiv
 authors: Our Code of Conduct states that by signing your name as an author of a paper, each author takes full responsibility for all its contents, irrespective of how the contents were generated. 1/
3:03 PM · May 14, 2026
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Thomas G. Dietterich
@tdietterich
·
1h
If generative AI tools generate inappropriate language, plagiarized content, biased content, errors, mistakes, incorrect references, or misleading content, and that output is included in scientific works, it is the responsibility of the author(s). 2/
Thomas G. Dietterich
@tdietterich
·
1h
We have recently clarified our penalties for this. If a submission contains incontrovertible evidence that the authors did not check the results of LLM generation, this means we can't trust anything in the paper. 3/
Thomas G. Dietterich
@tdietterich
·
1h
The penalty is a 1-year ban from arXiv followed by the requirement that subsequent arXiv submissions must first be accepted at a reputable peer-reviewed venue. 4/
Thomas G. Dietterich
@tdietterich
·
1h
Examples of incontrovertible evidence: hallucinated references, meta-comments from the LLM ("here is a 200 word summary; would you like me to make any changes?"; "the data in this table is illustrative, fill it in with the real numbers from your experiments") end/"
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Doudna Lab @doudna-lab.bsky.social · 27/04/2026
We present VIPR, a phage-encoded RNA-guided system that recognizes DNA with a noncontiguous code unlike CRISPR. Tiny, programmable, possibly ancestral to CRISPR immunity; VIPR is built around a striking RNA-DNA-DNA triplex.
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William B. Fuckley @opinionhaver.bsky.social · 27/04/2026
Middlebrow media enjoyers rise up. We want art with complex stories and emotional nuance featuring characters with interiority and yes we also want them to solve a murder or be a spy or kill a vampire or something
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Tami Lieberman @contaminatedsci.bsky.social · 22/04/2026
Interested in a *staff computational scientist* position? We are looking for an experienced computational biologist (ideally with microbiology experience) to support published packages while also driving new research. Pay range $73k-$111k w excellent benefits. careers.peopleclick.com/careerscp/cl...
careers.peopleclick.com
Computational Biology Program Scientist
MIT - Computational Biology Program Scientist - Cambridge MA 02139
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FlyBase @flybase.bsky.social · 14/04/2026
FlyBase is seeking a new scientific curator at our Harvard University site. More information here: wiki.flybase.org/wiki/FlyBase...
Job Summary: The FlyBase project is an international collaboration of ~35 people distributed at several sites. This position is located at Harvard University, Cambridge, MA. All FlyBase staff work as a part of a team, in which curators and software engineers collaborate extensively. Each site has its own set of responsibilities. The Harvard FlyBase curators focus on curation/annotation of literature and high-throughput data pertaining to the Drosophila genome, transcriptome and proteome. FlyBase is constantly evolving, seeking both to improve and to expand its role within the Drosophila and wider scientific communities. The ideal applicant will be enthusiastic about participating in this process, bringing to the FlyBase group expertise and ideas concerning emerging directions in Drosophila biology and genomic/proteomic analysis. FlyBase is increasingly integrating artificial intelligence and machine learning tools into its curation workflows. The ideal candidate will be open-minded and enthusiastic about exploring AI-assisted approaches to biological data curation, including the use of large language models and AI coding assistants to accelerate and enhance curation tasks. 
Job-Specific Responsibilities: 
	•	Reading and abstracting of data from the current Drosophila literature, including its relationship to human disease, physical interactions, and gene expression 
	•	Evaluating and validating AI generated annotations and curation suggestions, ensuring accuracy and biological relevance before integration into the database 
	•	Using AI coding assistants (e.g. Claude Code, Codex, Gemini) to write scripts for data wrangling, format conversion, and routing curation tasks 
	•	Providing feedback on AI model outputs and refining prompts to help improve automated curation pipelines and annotation quality over time
	•	Annotation and analysis of the Drosophila melanogaster genome, including gene models, mapped mutations, and regulatory features
	•	Together with curators and developers at other sites, interact with broad research community by answering helpmail and giving presentations and tutorials at research conferences 
	•	Handling high-throughput datasets and associated metadata
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Kevin Bird @stairwaytokevin.bsky.social · 07/04/2026
I hope this isn’t the end of Brian’s career but if there’s something people can do, it’s use his material in your classes (thankfully carried on by @robbeewedow.bsky.social and company)
docs.lib.purdue.edu
Humane Genetics Curriculum | Libraries Publishing Division | Purdue University
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Katie Mack @astrokatie.com · 07/04/2026
Someone with the handle @velocity69.bsky.social is sharing a video with the caption: "The highest quality video of the moon was just released… so beautiful * Artemis II" It's gone viral, but it's not from Artemis II. If you've shared it, you might want to un-share.
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Jess Niblo @jessniblo.bsky.social · 18/03/2026
Ever wonder how IDRs and folded domains work together to control function? Using ubiquilins, multidomain proteins involved in protein degradation, we show in our new preprint that IDRs aren’t just linkers, but regulate ensemble and function. Read it here: doi.org/10.64898/202...
biorxiv.org
Intramolecular interactions between folded and disordered regions shape ubiquilin structure and function
Multidomain proteins consist of folded domains connected by intrinsically disordered regions. The flexibility afforded by the disordered regions coupled to the structure and surface chemistry of folded regions allows for unique structural and functional features in these proteins. Yet how intramolecular interactions between disordered regions and folded domains affect multidomain protein structure and function remain poorly understood. Here we use a range of biophysical and computational approaches to measure the intramolecular interactions between the folded domains and disordered regions of ubiquilins (UBQLNs) - essential components of protein quality control that shuttle poly-ubiquitinated client proteins to proteasomal degradation or autophagy. Starting with the yeast UBQLN homolog Dsk2, we find that interactions between two folded domains located at the opposite ends of UBQLN bring about a closed conformation. The prevalence of this closed conformation, however, is modulated by intramolecular interactions involving the disordered regions and folded STI1 domain at the center of the protein. Simulations and analysis of UBQLN homologs across multiple eukaryotic lineages reveals that these disordered:folded domain interactions exist in some UBQLN homologs but are absent in others, indicating possible fundamental differences in function among proteins with the same multidomain architecture. ### Competing Interest Statement The authors have declared no competing interest.
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Nathan Roach @natproach.bsky.social · 02/03/2026
Reviewed my first PR in which the default random seed was set to 67. youtu.be/90WD_ats6eE?...
youtu.be
Bob Dylan - The Times They Are A-Changin' (Official Audio)
YouTube video by BobDylanVEVO
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Micah @rincewind.run · 07/01/2026
if you do not want to watch the video, go to settings > content and media and uncheck the "autoplay videos and gifs" box right now
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Scott 𐚁 🦇 Cave 🦇 @hellabarnes.bsky.social · 24/12/2025
Werner Herzog says:
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Nathan Roach @natproach.bsky.social · 12/12/2025
From the people who brought you the angry man “Angron” and the leader of the Iron Hands being named Ferrus Mannus.
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Bioinformatics Advances @bioinfoadv.bsky.social · 09/12/2025
🧬Explore the latest from Bioinformatics Advances: “Ish: SIMD and GPU accelerated local and semi-global alignment as a CLI filtering tool.”   Read the full paper here: doi.org/10.1093/bioadv/vbaf292 Author: @ducktapeprogrammer.bsky.social
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Nathan Roach @natproach.bsky.social · 07/11/2025
Apparently there’s a never ending stream of folks who think the issue with phrenology was the accuracy of the calipers.
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Damien C-C @dccc-phd.bsky.social · 13/10/2025
Hire Nur!!
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ιм єνιℓ иσω :3 @vreni.bsky.social · 08/09/2025
sigh
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Hold Me Closer, Giant Dancers @giantdancers.bsky.social · 25/08/2025
I really hate the term "sideloading". I preferred the original term, which was "installing software on a computer that you own"
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Nathan Roach @natproach.bsky.social · 21/08/2025
God I wish that were me.
Screenshot from the article.

“Staying small also meant eschewing the production practices commonplace at many game-development studios.

“What is Jira?” Gibson said when I asked if they used the task-management application.

“Is it a software?” Pellen said,
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Nathan Roach @natproach.bsky.social · 07/08/2025
Been doing some traveling
The view from a sand dune in great sand dunes national park. A long sand stretch in the foreground, and a mountain and the sky in the background.A selfie with two people in front, and a stone palace behind, the cliff palace at Mesa verde National park.A sunrise over the desert of canyonlands national park. A mesa is in the middle of the rising sun.The view from the top of a rock in canyonlands national park. Rocks and mesas dotted with sparse foliage.
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c0nc0rdance @c0nc0rdance.bsky.social · 08/07/2025
The Meselson and Stahl experiment demonstrated in 1958 that DNA replicated semi-conservatively. Meaning, each of the two strands of DNA serves as a template for a new copy to made of the complementary strand. Foundational finding, elegant experimental design.
The Meselson-Stahl Experiment, diagrammed to show the three possible outcomes:  conservative, dispersive or semi-conservative.
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Nathan Roach @natproach.bsky.social · 08/07/2025
Gif from futurama. Slurms Mackenzie (a slug man) says ‘I’m so tired of events, so very tired’ while taking off his sunglasses, revealing yellow eyes covered in burst blood vessels.
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Nathan Roach @natproach.bsky.social · 07/07/2025
FWIW, I really appreciate that you have dedicated time to it. Your papers addressing it is important work, even if it shouldn’t have to be.
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Nathan Roach @natproach.bsky.social · 05/07/2025
Soy facing at the concentration camp sign in my officially licensed concentration camp merch
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Nathan Roach @natproach.bsky.social · 05/07/2025
Fascism looks a bit different in every country because it is a push towards return to an imagined past (and the past being imagined is different in different places), but the conspicuous consumption culture of the US and past of race segregation results in the most despicable people on earth.
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Michael Hobbes @michaelhobbes.bsky.social · 30/06/2025
This chart has been widely shared on here, it’s important to see the correction
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rev. howard arson @theophite.bsky.social · 24/06/2025
centrists constantly complain about the left being insufficiently partisan and then line up behind a Democrat who handed the state Senate to Republicans and then gerrymandered the state to their benefit
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Maladroithe @maladroithe.bsky.social · 19/06/2025
This is a vital message: one of the larger reasons BlueSky is refreshingly free of alt-right shitlords is because in the early days we made a gentleperson’s agreement to starve these fuckos out and it worked. No likes, no quotes, no engagement. They got bored and left. Please keep the Old Ways.
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Gregg Gonsalves @gregggonsalves.bsky.social · 18/06/2025
Thanks to @michaelhobbes.bsky.social and Peter Shamshiri for this public service. This book has been widely celebrated by “very serious people“. The problem is that it is scientifically illiterate, and a clear case of motivated reasoning.
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Nathan Roach @natproach.bsky.social · 12/06/2025
Factory worker meme saying “guess we’re doing consent now” where the visual of consent is taken from the cover of Noam Chomskys manufacturing consent
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Jaws Slayer 🎃 @jesawyer.bsky.social · 11/06/2025
I'm trying to comment on this without being hyperbolic. As a manager, insisting on deadlines that you and your ICs straight up don't believe are possible almost GUARANTEES that a) their work will be thrown out or completely redone and b) you will put them in danger of burning out.
This strict deadline became a recurring problem. The development team would make decisions believing that they had less than a year to release the game, which severely limited the stories they could tell and the world they could build. Then the title would inevitably be delayed a few months, at which point they’d be stuck with those old decisions with no chance to stop and reevaluate what was working.
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Seth Stadick @ducktapeprogrammer.bsky.social · 09/06/2025
ish is a grep-like CLI tool that uses optimal alignment instead of exact matching. It’s record-type aware, supporting line, FASTA, and FASTQ records. Built in Mojo as a proof of concept for bioinformatics. 🧵1/5
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Basketball Fan, of the Sixers and LeBron James lmao! @drewhamm5.bsky.social · 07/06/2025
Abolishing ICE is now the compromise position. These evil dickheads need to be sent to The Hague
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Mike Feigin 🥯 @mikefeigin.bsky.social · 04/06/2025
Are you looking for a faculty job? We are hiring in my department at Roswell Park NOW. Contact me for details as I await the formal ad. (Please RT.)
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James Medlock @jdcmedlock.bsky.social · 03/06/2025
They're literally doing the meme
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Kat Abughazaleh @katmabu.bsky.social · 02/06/2025
Unbelievably horrified by this attack in Boulder. We don’t know the full story of the attacker, but no matter what it is, let me be clear: Senseless, antisemitic attacks do not help Palestinians, Jews, or Israelis. Committing terror attacks against people standing for hostages is disgusting.
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Ben Langmead @benlangmead.bsky.social · 29/05/2025
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.
en.wikipedia.org
HMMER - Wikipedia
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Vikram Shivakumar @vikramshivakumar.bsky.social · 27/05/2025
Excited to share a new update to Mumemto, scaling MUM and conserved element finding to any size pangenome! Preprint out now w/ @benlangmead.bsky.social. Mumemto scales to the new HPRC v2 release and beyond, and can merge in future assemblies without any recomputation! 1/n
biorxiv.org
Partitioned Multi-MUM finding for scalable pangenomics
Pangenome collections are growing to hundreds of high-quality genomes. This necessitates scalable methods for constructing pangenome alignments that can incorporate newly-sequenced assemblies. We prev...
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Nathan Roach @natproach.bsky.social · 27/05/2025
I was just in Puerto Rico and really enjoyed these sheep conquistadors
A statue of a lamb, holding a flag and with its hoof while standing.A statue of a lamb, laying down, with a flag held by its hooves.
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Nathan Roach @natproach.bsky.social · 26/05/2025
Did a thing
Me in front of the finish line of the bolder Boulder, a local 10k
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