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Michael Westberg

@westberglab.com

Assistant Professor at Aarhus University, Denmark | biophysical chemistry PhD | into chembio, synbio, protein design, photochem, microscopy | 2018-2022 at Stanford Bio-X | westberglab.com

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21.08.2023
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Latest posts by Michael Westberg @westberglab.com

Structure of riboflavine

Structure of riboflavine

Periodic reminder that the fluorescent compound in mammalian cell culture media, such as DMEM, is riboflavin (not phenol red)

14.10.2025 19:51 πŸ‘ 42 πŸ” 10 πŸ’¬ 2 πŸ“Œ 0
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I thought science hinged on prestige. Moving abroad made me reassess my priorities In Denmark, this Ph.D. student fell in love with an egalitarian society that values work-life balance

I’m biased πŸ‡©πŸ‡°, but this is quite nice to read:

I thought science hinged on prestige. Moving abroad made me reassess my priorities

www.science.org/content/arti...

12.09.2025 07:50 πŸ‘ 45 πŸ” 13 πŸ’¬ 2 πŸ“Œ 1
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Exclusive: Famed protein structure competition nears end as NIH grant money runs out Agency silent on funding renewal for contest that inspired creation of AIs that predicted how proteins would fold

Speak up to prevent a major loss for the field. CASP, which helped shaping structural biology including AlphaFold is on the verge of shutting down. NIH funding has lapsed, UC Davis support ends and the core team is being let go. Painfully shortsighted.

04.07.2025 12:06 πŸ‘ 64 πŸ” 46 πŸ’¬ 0 πŸ“Œ 3

Budget released today:
40% cut to NIH
50% cut to NSF
If enacted, this will destroy academic research in the United States. It will also have a major trickle down effect on the entire academic ecosystem

02.05.2025 16:39 πŸ‘ 579 πŸ” 244 πŸ’¬ 19 πŸ“Œ 28
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Zero-shot design of drug-binding proteins via neural selection-expansion Computational design of molecular recognition remains challenging despite advances in deep learning. The design of proteins that bind to small molecules has been particularly difficult because it requ...

Super excited to share a new preprint from our lab on design of small-molecule binding proteins using neural networks! The paper has a bit of everything. A new graph neural network, new design algorithms, and experimental validation. www.biorxiv.org/content/10.1...
🧡πŸ§ͺ

28.04.2025 15:22 πŸ‘ 55 πŸ” 23 πŸ’¬ 2 πŸ“Œ 0
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Small proteins can be more complex than they look!

We know proteins fluctuate between different conformations- but by how much? How does it vary from protein to protein? Can highly stable domains have low stability segments? @ajrferrari.bsky.social experimentally tested >5,000 domains to find out!

26.03.2025 16:21 πŸ‘ 86 πŸ” 36 πŸ’¬ 4 πŸ“Œ 0

Just got an email from the Fulbright Association. As of right now, funding has been cut off to 12,500 US citizens currently abroad and and more than 7,400 foreigner scholars and students in the United States

07.03.2025 22:46 πŸ‘ 6246 πŸ” 3227 πŸ’¬ 205 πŸ“Œ 609

Adding the relevant feeds
πŸ§ͺ πŸ”¬πŸ§¬πŸ§Ά
#chemsky
#chembio
#chemicalbiology

07.03.2025 17:18 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Westberg Lab Westberg Lab is a newly established lab at the Department of Chemistry and iNANO at Aarhus University, Denmark, led by Michael Westberg.

My group is working within chemical biology, protein design, and biophysics. It would be great to be added to the science feed:

07.03.2025 17:12 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

The ideal candidate has a solid foundation in experimental protein science. Additionally, experience with computational protein design or modeling is advantageous.

07.03.2025 16:39 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Our research group at Aarhus University integrates computational and experimental approaches within a multidisciplinary program aimed at creating, analyzing, and utilizing light- and ligand-controlled protein tools for studying biological processes.

07.03.2025 16:39 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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Postdoc in Protein Design of Photoactive Proteins - Vacancy at Aarhus University Vacancy at Chemistry, Dept. of, Aarhus University

We are looking for a postdoc with an interdisciplinary drive to join our team at Aarhus University. The project, funded by the Villum Foundation, focuses on leveraging recent advances in de novo protein design to develop novel photoactive proteins.

07.03.2025 16:39 πŸ‘ 9 πŸ” 0 πŸ’¬ 2 πŸ“Œ 0
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Elon Musk survives as fellow of Royal Society despite anger among scientists Questions remain over whether further action will be taken after resignations and calls for the Tesla CEO to be expelled

Are you serious @royalsociety.org?? He is trying to destroy science, spreading dangerous misinformation, inciting violence & your response is to do nothing?

So what’s your purpose then? What do you exist for? Other than being elite?

πŸ§ͺ #academicsky

www.theguardian.com/technology/2...

04.03.2025 07:53 πŸ‘ 360 πŸ” 110 πŸ’¬ 15 πŸ“Œ 15

Hey #chemsky and beyond, with all that is going on, I am curious what expensive, high margin molecules we could provide to the community for free. What things do you use all the time, cost way too much, and would make a difference? Alexa Fluor 488 NHS? Other dyes? Other molecule?

01.03.2025 13:57 πŸ‘ 68 πŸ” 30 πŸ’¬ 7 πŸ“Œ 1
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P1 Orientering | Tirsdag 11. feb. 2025 | DR LYD Er DR-dokumentaren om kryolit i GrΓΈnland egentlig retvisende? Er Elon Musks drΓΈm om at kΓΈbe OpenAI realistisk? Og gΓ₯r EU-regulering af AI for langt? Dagens vΓ¦rter: August Stenbroen og Pernille RudbΓ¦...

Instruktøren for kryolit-dokumentaren tager til genmæle i P1 Orientering - men svarene er langt fra overbevisende: www.dr.dk/lyd/p1/p1-or...

For mig at se er dokumentaren et eksempel pΓ₯ misinformation, som det oftest praksiseres i politik og pΓ₯ sociale medier.

🧡 (1/4)

11.02.2025 18:06 πŸ‘ 82 πŸ” 26 πŸ’¬ 3 πŸ“Œ 4
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Have protein-ligand co-folding methods moved beyond memorisation? Deep learning has driven major breakthroughs in protein structure prediction, however the next critical advance is accurately predicting how proteins interact with other molecules, especially small mo...

Excited to share our latest preprint evaluating AlphaFold3, Boltz-1, Chai-1 and Protenix for predicting protein-ligand interactions, featuring our newly introduced benchmark dataset 🌹Runs N’ Poses🌹!

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

πŸ§΅πŸ‘‡ (1/n)

08.02.2025 10:02 πŸ‘ 125 πŸ” 38 πŸ’¬ 4 πŸ“Œ 12
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a cartoon says hey everybody an old man 's talking while bart simpson looks on ALT: a cartoon says hey everybody an old man 's talking while bart simpson looks on

Special Bluetorial: The benefits of different life experiences

The scientific community has folks with a very wide range of life experiences. We have a lot to learn from one another.

07.02.2025 03:08 πŸ‘ 160 πŸ” 53 πŸ’¬ 4 πŸ“Œ 10
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New preprint from our group! We propose SHAPES, a set of metrics to quantify the distributional coverage of generative models of protein structures with embeddings at different structural hierarchies and quantify undersampling / extrapolation behaviors.

15.01.2025 18:48 πŸ‘ 28 πŸ” 7 πŸ’¬ 1 πŸ“Œ 1
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Preprints often make news. Many people don’t know what they are The public needs context about unreviewed manuscripts, survey suggests

Yes it's important people understand a preprint hasn't been peer-reviewed. BUT it's also important to understand that what "peer-reviewed" means varies considerably, in some cases signifying nothing... www.science.org/content/arti...

08.01.2025 15:40 πŸ‘ 145 πŸ” 43 πŸ’¬ 9 πŸ“Œ 6

A solid way to store FPs in my experience. But 30 years is impressive.

29.12.2024 10:05 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Achieving optical transparency in live animals with absorbing molecules Optical imaging plays a central role in biology and medicine but is hindered by light scattering in live tissue. We report the counterintuitive observation that strongly absorbing molecules can achiev...

Aside from the fact that I love Doritos, Cheetos, and all snacks unnaturally orange, I appreciate the physics and potential impact on optical imaging of this paper:
www.science.org/doi/10.1126/...

27.12.2024 14:28 πŸ‘ 7 πŸ” 2 πŸ’¬ 1 πŸ“Œ 0
A timeline titled "The Golden Age of Antibiotics" shows when each antibiotic drug class was first available for medical use, with example antibiotics labeled. Classes are color-coded by their source: actinomycetes, other bacteria, fungi, or synthetic. Milestones include the first antibiotics (arsphenamines in 1910), as well as the discovery of many actinomycetes-derived antibiotics, such as streptomycin, and sulfonamides, penicillins, and tetracyclines. Data: Hutchings, Truman, Wilkinson (2019). Created by Saloni Dattani for Our World in Data.

A timeline titled "The Golden Age of Antibiotics" shows when each antibiotic drug class was first available for medical use, with example antibiotics labeled. Classes are color-coded by their source: actinomycetes, other bacteria, fungi, or synthetic. Milestones include the first antibiotics (arsphenamines in 1910), as well as the discovery of many actinomycetes-derived antibiotics, such as streptomycin, and sulfonamides, penicillins, and tetracyclines. Data: Hutchings, Truman, Wilkinson (2019). Created by Saloni Dattani for Our World in Data.

Many people talk about the "Golden Age of Antibiotics", but I hadn't seen it visualized properly.

Just how many types of antibiotics were discovered during that time?

So, I visualized it myself!

23.12.2024 10:08 πŸ‘ 1105 πŸ” 381 πŸ’¬ 23 πŸ“Œ 23
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1/ In two back-to-back papers, we present our de novo TRACeR platform for targeting MHC-I and MHC-II antigens

TRACeR for MHC-I: go.nature.com/4gcLzn5
TRACeR for MHC-II: go.nature.com/4gj5OQk

17.12.2024 00:56 πŸ‘ 92 πŸ” 29 πŸ’¬ 2 πŸ“Œ 9
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PPI Prediction Challenge #2 For this protein-protein interaction prediction challenge, we present three target proteins: KRAS, RAF (the KRAS binding domain), and Mdm2. For each target protein, we are providing you a list of 8 po...

Back by popular demand, I present PPI Prediction Challenge #2.

My claim: I AM SKEPTICAL COMPUTATIONAL APPROACHES CAN PREDICT WHETHER TWO PROTEINS INTERACT.

Someone prove me wrong (take two).
docs.google.com/forms/d/e/1F...

1/n

10.12.2024 21:45 πŸ‘ 70 πŸ” 42 πŸ’¬ 5 πŸ“Œ 2

You may have seen a recent pre-print [1] from Jain et al. with strongly worded claims against the experimental results in our DiffDock paper [2]. We initially declined to respond as we saw that this preprint contained falsehoods, misleading comparisons, seemingly deliberate omissions, ...1/n

08.12.2024 21:37 πŸ‘ 30 πŸ” 11 πŸ’¬ 2 πŸ“Œ 7
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Super excited to preprint our work on developing a Biomolecular Emulator (BioEmu): Scalable emulation of protein equilibrium ensembles with generative deep learning from @msftresearch.bsky.social ch AI for Science.

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

06.12.2024 08:38 πŸ‘ 442 πŸ” 147 πŸ’¬ 21 πŸ“Œ 29
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Hey @biorxivpreprint.bsky.social, I think you need to add another icon here πŸ¦‹

22.11.2024 09:27 πŸ‘ 129 πŸ” 21 πŸ’¬ 1 πŸ“Œ 2
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NIH's Roadmap to the Future

PIONEERS

When I assumed the position as Director of NIGMS in 2003, Dr. Zerhouni's project for stimulating activities across NIH, The NIH Roadmap for Medical Research, was under active development. The Roadmap included a range of different funding opportunities.

1/n

www.science.org/content/arti...

22.11.2024 12:12 πŸ‘ 115 πŸ” 48 πŸ’¬ 1 πŸ“Œ 15
Protein engineering details, chromatography profiles and spectroscopic characterization

Protein engineering details, chromatography profiles and spectroscopic characterization

Photocycle details and structural data

Photocycle details and structural data

We engineered bacteriorhodopsin to be soluble. It binds retinal and can photocycle! X-ray structure reveals conserved binding pocket with 0.8 Γ… all atom RMSD to WT BR. All this became possible due to hard work by Andrey Nikolaev and the team πŸ™ #proteindesign biorxiv.org/cgi/content/...

22.11.2024 08:26 πŸ‘ 57 πŸ” 12 πŸ’¬ 7 πŸ“Œ 1
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Alphafold2 refinement improves designability of large de novo proteins Recent advances in computational protein design have enabled the creation of novel proteins for a variety of purposes. The capability for producing custom-shape high-quality backbones for very large p...

Crosspost from X: After showing that AF2 can be used to design very large proteins by performing #RSO, I am happy to share another fun project we did: the #af2cycler @sokrypton.org @hendrikdietz.bsky.social
www.biorxiv.org/content/10.1...

22.11.2024 12:47 πŸ‘ 42 πŸ” 15 πŸ’¬ 1 πŸ“Œ 3