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Julian van Gerwen

@julianvangerwen.bsky.social
64 followers 48 following 7 posts

Computational biologist studying protein signalling | PhD candidate in Beltrao group at IMSB in ETH Zürich | julianvangerwen.github.io

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Reposted by Julian van Gerwen
Pedro Beltrao @pedrobeltrao.bsky.social · 23/07/2026
Review/perspective article by Diederik Laman Trip on some of his and our lab's thinking on how we can study human genetics across different levels. In particular around cell-type specific protein interactions, tissue organization and organ morphology. (paywall, shareable link rdcu.be/fvnpz)
rdcu.be
Human genetics across levels of biological organization
Nature Reviews Genetics - Genetic variation influences biological processes across scales; however, deciphering how effects propagate from molecules to whole organisms remains a key challenge in...
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Reposted by Julian van Gerwen
Pedro Beltrao @pedrobeltrao.bsky.social · 20/07/2026
New lab preprint - Deep learning models are most often difficult to interpret black box models. What if we engineer them with interpretation in mind? Dennis Gankin carefully studied so-called biologically inspired neural networks and found an interesting phenomenon www.biorxiv.org/content/10.6...
biorxiv.org
Leveraging multiplicity in biologically informed neural networks to uncover disease heterogeneity
Biologically inspired neural networks (BINNs) embed pathway, ontology, or protein-interaction structure directly into neural networks, promising interpretable disease prediction where hidden nodes map...
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Julian van Gerwen @julianvangerwen.bsky.social · 14/07/2026
Thrilled to contribute to this team science work benchmarking AlphaFold3 across diverse applications!
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Julian van Gerwen @julianvangerwen.bsky.social · 25/05/2026
Excited to share the second story from my PhD! Here we predict cellular processes regulated by individual human phosphosites Along the way we compiled 2k phosphoproteomics perturbations, and learnt about the features of a psite that influence its function Read more below
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Reposted by Julian van Gerwen
PMC Protein Modules Community @pmc-modularity.bsky.social · 08/02/2026
We will take a break for February and return on March 9 at 3pm CET. Tune in with Benjamin Maier (@bdmaier.bsky.social), Valeria Bica and Dr Aleksandra Panfilova Register to attend: tinyurl.com/PMCseminar2 Previous seminars: www.youtube.com/@PMCModularity
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Reposted by Julian van Gerwen
Jesus Alvarado-Valverde @jesusav.bsky.social · 14/01/2026
New preprint! Here, we highlight the role of motifs during the Toxoplasma host cell invasion, predict thousands of motifs in its effector proteins, and validate the binding of TRAF6 motifs. Our results are intended to catalyse further research on motifs and parasites. www.biorxiv.org/content/10.6...
biorxiv.org
Short linear motifs - Unexplored players driving Toxoplasma gondii infection
Pathogens infect hosts by interacting with host proteins and exploiting their functions to their advantage. Short linear motifs, small functional regions within intrinsically disordered protein regions, are common mediators of host-pathogen protein interactions. While motifs have been more extensively studied in viruses and bacteria, the extent to which eukaryotic unicellular parasites use motifs during infection remains unexplored. Toxoplasma gondii is a widespread intracellular Apicomplexan parasite capable of infecting all warm-blooded animals and invading any of their nucleated cells. Toxoplasma's secreted proteins are key in interacting with host proteins during infection, making them potential sources for motifs. To highlight the role of motifs in Toxoplasma gondii infection, we curated 20 known motif instances in Toxoplasma proteins from the scientific literature. To identify more motifs in Toxoplasma secreted proteins, we developed a computational pipeline that annotates putative motif matches with structural and functional features. Through this approach, we identified a set of 27,832 motif matches in 296 secreted proteins. We highlight strategies for further prioritisation of likely functional motif matches by focusing on integrin motifs, degrons and TRAF6-binding motifs. We subjected four predicted TRAF6-binding motifs to experimental validation, supporting the predicted motifs in the Toxoplasma proteins RON10 and GRA15. Our motif predictions provide a valuable resource for generating hypotheses and designing experiments to study infection mechanisms. The characterisation of motifs in Toxoplasma will be key to understanding the molecular principles underlying its broad host range and more comprehensive Apicomplexan infection strategies. ### Competing Interest Statement The authors have declared no competing interest. Deutsche Forschungsgemeinschaft, 449991970
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Reposted by Julian van Gerwen
PMC Protein Modules Community @pmc-modularity.bsky.social · 07/01/2026
We are back on Jan 19 at 3pm CET! Our first seminar for 2026 will feature Prof. Benjamin Turk (@benturklab.bsky.social) and Dr. Giorgia Massacci. Register to attend: tinyurl.com/PMCseminar2 Previous seminars: www.youtube.com/@PMCModularity
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Reposted by Julian van Gerwen
Pedro Beltrao @pedrobeltrao.bsky.social · 09/12/2025
We are hiring for a web developer position, ideally with some experience in bioinformatics. This position is aimed at helping us turn our research in human genetics into useful tools. A background in either bioinformatics or web development is required. jobs.ethz.ch/job/view/JOP...
jobs.ethz.ch
Full Stack Web Developer for Life Science Research
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Reposted by Julian van Gerwen
PMC Protein Modules Community @pmc-modularity.bsky.social · 21/10/2025
Catch our next seminar on November 10 at 3pm CET! You'll see presentations from Prof. Gideon Schreiber (@weizmanninstitute.bsky.social) and Alessandro Lussana (‪‬@alussana.bsky.social). Register to attend: tinyurl.com/PMCseminar2 Recordings of previous seminars: www.youtube.com/@PMCModularity
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Julian van Gerwen @julianvangerwen.bsky.social · 17/10/2025
Check out our approach for adding covalent bonds to AlphaFold3, which we apply to ubiquitin. Watch this space!
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Reposted by Julian van Gerwen
Pedro Beltrao @pedrobeltrao.bsky.social · 16/10/2025
You may have noticed that AlphaFold3 does not allow covalent bonds between/within polymer chains (protein, DNA, RNA) but allows it for ligands. We tried to go around this limitation by simply treating one of residues/nucleic acids as a ligand.
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Julian van Gerwen @julianvangerwen.bsky.social · 09/10/2025
Excited to share some of my PhD work on ubiquitin www.biorxiv.org/content/10.1...! Huge collaborative effort from many people Check out the whole story here
biorxiv.org
The functional landscape of the human ubiquitinome
Protein ubiquitination regulates cell biology through diverse avenues, from quality control-linked protein degradation to signaling functions such as modulating protein-protein interactions and enzyme...
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Reposted by Julian van Gerwen
PMC Protein Modules Community @pmc-modularity.bsky.social · 15/08/2025
We are back with an exciting seminar on September 8 at 3pm CEST! We’ll hear from Prof. Birthe Kragelund and Maximilian Vieler (@uu.se). Register to attend: tinyurl.com/PMCseminar2 Recordings of previous seminars: www.youtube.com/@PMCModularity
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Reposted by Julian van Gerwen
andisichert @andisichert.bsky.social · 14/08/2025
Check out our latest preprint where we show synergistic interactions between bacteria for the degradation of complex polysaccharides 🌊🦠🔺 @envsysmicro.at @akshitg.bsky.social #MicroSky www.biorxiv.org/content/10.1...
biorxiv.org
A division of labor controls the degradation of fucoidans in the ocean
Fucoidans, complex polysaccharides produced by brown algae and diatoms, contribute to long-term carbon sequestration due to their resistance to microbial degradation1,2. While individual microbes can ...
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Reposted by Julian van Gerwen
Pedro Beltrao @pedrobeltrao.bsky.social · 23/07/2025
New blog post: Why do we still publish in scientific journals ? What is holding us back from letting go of traditional publishing? No major insight here but I am curious what others think. www.evocellnet.com/2025/07/why-...
evocellnet.com
Why do we still publish in scientific journals ?
We publish in scientific journals to disclose our discoveries, such that others can build upon them. But we now have preprint servers and we...
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Reposted by Julian van Gerwen
Pedro Beltrao @pedrobeltrao.bsky.social · 22/07/2025
Unexpectedly, @jurgjn.bsky.social found that running Alphafold3 predictions for protein interactions can yield ipTM scores that are more predictive of true interactions when run in pools of proteins instead of pairwise predictions. Presumably, this reflects some sort of "competition effect".
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Reposted by Julian van Gerwen
PMC Protein Modules Community @pmc-modularity.bsky.social · 06/06/2025
TIME CHANGE - Because of a public holiday, we have moved the next seminar to Monday June 16 at 3pm CET. Tune in to hear from Dr. Lucía Chemes (@unsamoficial.bsky.social) and Julian van Gerwen (@julianvangerwen.bsky.social). Register to attend: tinyurl.com/PMCseminar2 (1/2)
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Reposted by Julian van Gerwen
Pedro Beltrao @pedrobeltrao.bsky.social · 02/06/2025
Increasing the time limits post PhD for ERC starting grant applications is a bad idea. It will mean fewer junior PIs getting an ERC at the start of the group. Those complaining about the previous time limits will not really benefit. The competition will be higher. erc.europa.eu/news-events/...
erc.europa.eu
Changes to the 2026 and 2027 Work Programmes
With the launch of the competitions for grants under ERC Work Programme 2026 in July of this year, several changes to the submission of applications and the evaluation of proposals will apply. The mai...
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Reposted by Julian van Gerwen
Evangelia Petsalaki @epetsalaki.bsky.social · 16/05/2025
We present SELPHI 2.0 a machine learning model integrating >40 sequence, omics and structural features to predict kinase-substrate interactions between 420 kinases and 240K phosphosites and improve interpretation of global phosphoproteomics data www.sciencedirect.com/science/arti...
sciencedirect.com
Data-driven extraction of human kinase-substrate relationships from omics datasets
Phosphorylation forms an important part of the signalling system that cells use for decision making and regulation of processes such as cell division …
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Julian van Gerwen @julianvangerwen.bsky.social · 16/05/2025
Excited to share some of our work on ubiquitin at this seminar!
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Reposted by Julian van Gerwen
Kosuke Ogata @ogatkk.bsky.social · 13/05/2025
We utilized protein kinases to probe substrate protein structures. The phosphate groups enabled selective extraction of labeled sites. Detecting Protein Higher-Order Structural Changes Using Kinase as a Phospho-Labeler www.biorxiv.org/content/10.1...
biorxiv.org
Detecting Protein Higher-Order Structural Changes Using Kinase as a Phospho-Labeler
We developed an approach to detect protein conformational changes on a proteome-wide scale by labeling proteins with phosphate groups through in vitro kinase reactions. This structural proteomics appr...
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Julian van Gerwen @julianvangerwen.bsky.social · 10/05/2025
It was a pleasure to attend this amazing meeting! Huge thanks to the organisers
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Reposted by Julian van Gerwen
PMC Protein Modules Community @pmc-modularity.bsky.social · 25/03/2025
Join us at 6pm CET April 14 for the next seminar in our series with Prof. Anne-Claude Gingras (@uoft.bsky.social) and Dr. Veronica Venafra. Register to attend: tinyurl.com/register-pmc-seminar (1/2)
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Reposted by Julian van Gerwen
Pedro Beltrao @pedrobeltrao.bsky.social · 16/03/2025
New blog post - State of the lab 12, yearly series on being a group leader in academia. This one reflects back on the transition from junior PI to a more established scientist www.evocellnet.com/2025/03/stat...
evocellnet.com
State of the lab 12 - Becoming an established scientist
This blog post is part of a (nearly) yearly series on running a research group in academia. This post summarizes year 12, the 3rd year afte...
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