João Rodrigues
@jpglmrodrigues.bsky.social
210 followers 56 following 30 posts
Computational Biologist and Team Lead at Schrodinger. Proteins & Python. Opinions are my own. https://joaor.eu
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Reposted by João Rodrigues
bffo.bsky.social
From @jdrakephd.bsky.social & @bahanbug.bsky.social in @plos.org #Computational #Biology | How to write a scientific paper in fifteen steps | #Education #Science 🧪 🔓 #GoodReadingForAll CC/ @ppalagi.bsky.social
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journals.plos.org/ploscompbiol...
How to write a scientific paper in fifteen steps
journals.plos.org
Reposted by João Rodrigues
Reposted by João Rodrigues
busrasavas.bsky.social
🚨 Super excited for our new preprint on flexibility cues in AlphaFold!

Together with @ezgikaraca.bsky.social and @aysebercinb.bsky.social, we found that distograms of AF2.3 and AF3 mirror MD sampling by predicting the extent of a novel conformational change! 🤯

For more👇
biorxiv-bioinfo.bsky.social
Exploring the Potential of AlphaFold Distograms for Flexibility Assignment in Cryo-EM Maps https://www.biorxiv.org/content/10.1101/2025.07.25.666757v1
Reposted by João Rodrigues
ezgikaraca.bsky.social
We just bumped into something very preliminary… but very exciting:

AF2.3 and AF3.0 distograms may potentially reproduce MD-like behavior.

Until we do further tests, you can reach our early insights at www.biorxiv.org/content/10.1...
Reposted by João Rodrigues
amjjbonvin.bsky.social
A small reminder to all structural biologists around working on biomolecular complexes: please consider sharing your complexes as targets for CAPRI - AI has not solved all structure prediction problems and there are still challenges! See www.capri-docking.org/contribute/
CAPRI Docking
www.capri-docking.org
Reposted by João Rodrigues
cryoempapers.bsky.social
Exploring the Potential of AlphaFold Distograms for Flexibility Assignment in Cryo-EM Maps www.biorxiv.org/content/10.1101/2025.07.25.666757v1 #cryoem
Reposted by João Rodrigues
Reposted by João Rodrigues
biophysicsguy.bsky.social
Happy to share that our paper on Metric Ion Classification (MIC) is now published!

www.nature.com/articles/s41...
Reposted by João Rodrigues
aktaguy.bsky.social
Calling all structural biologists in the NYC metro area! The nysbdg.bsky.social is back for in-person events!

Register here 👉🏼 buff.ly/dGmJeau

I look forward to seeing you there! 😎

#structuralbiology #cyrstallography #cryoEM #NMR
#chromatography #proteinpurification #AKTAsystems
Reposted by João Rodrigues
machine.learning.bio
With contributions from fantastic colleagues @martinsteinegger.bsky.social , @mikeinouye.bsky.social, @jlistgarten.bsky.social , @ideasbyjin.bsky.social, @michael-heinzinger.bsky.social, and many more, the first CSHL volume on ML for Protein Science and Engineering is out: lnkd.in/dQdgGPpp
Reposted by João Rodrigues
ezgikaraca.bsky.social
Only a few days left to apply for our EMBO course with a great lineup of speakers and tutors! Please feel free to RT!

Course website: meetings.embo.org/event/25-bio...

Organizers: myself, @amjjbonvin.bsky.social @bioinfo.se @lindorfflarsen.bsky.social

Location: www.ibg.edu.tr
jpglmrodrigues.bsky.social
To put it simply, Europe funds education, the US funds research.
jpglmrodrigues.bsky.social
I get it. I was trying to make the point that Europe simply cannot make up for those cuts because it's a fundamentally different system.. in my opinion, making any type of comparisons is pointless.
jpglmrodrigues.bsky.social
And yet ~50% of postdocs in the US are foreigners :) I wouldn't compare different systems, built on societies with different sets of values. If Europe (et al) invests more as a result of US divestment, that's a net positive: more diversity of ideas, less concentration of IP, the list goes on..
jpglmrodrigues.bsky.social
The rendering style got me half expecting to see Goku and Vegeta pop up at any moment from behind a helix! Beautiful! Great job!!
Reposted by João Rodrigues
lindorfflarsen.bsky.social
This paper combines two sort-of-crazy (in the best sense) approaches in cryoEM sample preparation:
(1) Native, soft-landing electrospray ion beam deposition, followed by (2) deposition of amorphous ice, and reheating and freezing by laser flash melting. Has potential for time-resolved studies.
jpglmrodrigues.bsky.social
Depending on where you'll be, try and look for local cycling/wheelers clubs. They're usually nice, organize rides, etc. A quick search for Boston shows www.crw.org which actually seems really nice!
Charles River Wheelers - HomePhoto Gallery
www.crw.org
jpglmrodrigues.bsky.social
Ah! Tomayto, tomahto 😜
jpglmrodrigues.bsky.social
New preprint from my colleagues at Schrödinger on blending ML methods with physics-based refinement and scoring to improve small molecule docking performance - and generalization - on several tasks for early stages of drug discovery. Link👇

www.biorxiv.org/content/10.1...

#chemsky
Several bar plots showing the improved performance and ability to generalize to unseen targets of Diffdock-Glide vs standard Diffdock.
Reposted by João Rodrigues
amjjbonvin.bsky.social
The manuscript describing the new modular version of HADDOCK is finally available as a preprint! The result of a team work over several years, supported by @bioexcelcoe.bsky.social @bijvoet-centre.bsky.social @esciencecenter.bsky.social - www.biorxiv.org/content/10.1...
Reposted by João Rodrigues
jgreener64.bsky.social
This has been a long journey, but it's now out in final form. @kjamali.bsky.social

academic.oup.com/bioinformati...
Reposted by João Rodrigues
rolanddunbrack.bsky.social
Anybody know on TED (The Encyclopedia of Domains), what the domain-domain "Interaction score" is? I can't find it in the paper on or on the website. Example: kinase N and C terminal domains for EGFR have a score of 7.0:

ted.cathdb.info/uniprot/P00533
TED: The Encyclopedia of Domains
ted.cathdb.info