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Bogdan Toader

@btoader.com
1.4K followers 2.3K following 14 posts

Applied mathematician developing computational imaging tools #CryoET #TeamTomo Postdoc in Scheres & Bharat labs @ MRC Laboratory of Molecular Biology, Cambridge btoader.com

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Reposted by Bogdan Toader
Tanmay Bharat @tbharat-lab.bsky.social · 15/07/2026
Structural basis of biofilm formation mediated by the Pseudomonas aeruginosa fibrillar adhesin CdrA led by @olivia--smith.bsky.social Collaboration with @alexbateman1.bsky.social , Andres Floto and @geiselbiofilm.bsky.social labs
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Tanmay Bharat @tbharat-lab.bsky.social · 08/06/2026
Disrupting phage liquid crystalline droplets restores antibiotic susceptibility in Pseudomonas aeruginosa biofilms out in @plosbiology.org by @abultarafder.bsky.social and team. Exciting collaboration with @geiselbiofilm.bsky.social @pearce-maths.bsky.social and others
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Allegretti Lab @matteoall.bsky.social · 27/05/2026
We're happy to announce our new preprint! 🐸 easymode: general pretrained networks for cellular cryo-ET. Segment ~20 cellular features – ribosomes, microtubules, mitochondria, nuclei & more – with zero model training. 🔗 doi.org/10.64898/202... 🧵👇
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Tanmay Bharat @tbharat-lab.bsky.social · 25/05/2026
Sub-cellular chemical mapping using correlated cryogenic electron and mass spectrometry imaging online @natmethods.nature.com, led by Hannah Ochner, collaboration with @catfranco.bsky.social and @kiranrpatil.bsky.social labs doi.org/10.1038/s415...
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Tanmay Bharat @tbharat-lab.bsky.social · 15/05/2026
Applications and prospects of cryo-electron tomography in drug discovery and understanding disease Review article by @camilaclemente.bsky.social in our lab www.sciencedirect.com/science/arti...
sciencedirect.com
Applications and prospects of cryo-electron tomography in drug discovery and understanding disease
Cryo-electron tomography (cryo-ET) is emerging as a transformative tool for structural biology. Unlike methods based on purified molecules, cryo-ET en…
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Tanmay Bharat @tbharat-lab.bsky.social · 07/05/2026
Oxygen gradients reshape cross-feeding through emergent spatial organization of gut commensal bacteria www.biorxiv.org/content/10.6... Use of isotope labels and cryo-CLEM-FIB-SIMS to study microbial communities by Hannah Ochner. Collaboration with @kiranrpatil.bsky.social @jmghigolab.bsky.social
biorxiv.org
Oxygen gradients reshape cross-feeding through emergent spatial organization of gut commensal bacteria
Microbial interactions unfold within environments structured by physical transport and chemical gradients. Yet most mechanistic studies rely on well-mixed systems that mask the reciprocal influences of environmental heterogeneity on metabolism and ecology. Here, we investigate how the physical environment modulates the interaction between the gut commensal Bacteroides thetaiotaomicron and Escherichia coli . In anoxic liquid culture, cell-resolved isotope imaging and genetic perturbations reveal exploitative cross-feeding, where E. coli consumes diffusible sugars released by B . thetaiotaomicron during starch degradation. When exposed to intestinal-like oxygen gradients in microfluidics, the interaction is restructured by spatial organization. The species self-organize into complementary niches: E. coli locally depletes sugars and oxygen, thereby expanding the anoxic niche required by B. thetaiotaomicron . A reactive transport model confirms that this organization arises from coupled feedback between physical transport and metabolic reaction rates. Together, our results reveal how physical structure and chemical gradients convert an exploitative cross-feeding interaction into a dynamic niche-construction process that generates emergent spatial organization and stabilizes coexistence. ### Competing Interest Statement The authors have declared no competing interest.
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Reposted by Bogdan Toader
Kai Yi @kaiyi94.bsky.social · 28/04/2026
Thrilled with the our results with @kjamali.bsky.social and @sjorsscheres.bsky.social from the recent binder competition! 🎉 2 of our 7 designs successfully bound to the target, with affinities ranking 2nd and 3rd overall. All of these designs targeted the disordered region of the protein.
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Kashish Singh @kashishsingh.bsky.social · 24/03/2026
Happy to share my first adventure in #TeamTomo in collaboration with the talented @inaharasimov.bsky.social. It was a fun experience experience with a lot of learning along the way.
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Joe Greener @jgreener64.bsky.social · 18/03/2026
Check out our pre-print, where we train a protein and small molecule force field from scratch with a graph neural network. We show comparable performance to existing, manually-tuned force fields on a range of tasks including binding free energy prediction. (1/4) arxiv.org/abs/2603.16770
arxiv.org
Training a force field for proteins and small molecules from scratch
Force fields for molecular dynamics are usually developed manually, limiting their transferability and making systematic exploration of functional forms challenging. We developed a graph neural networ...
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Sjors Scheres @sjorsscheres.bsky.social · 18/03/2026
We're excited to announce the beta-release of #RELION-5.1! 🥳 This release has important updates on our #amyloid processing pipeline, as described in this preprint: doi.org/10.64898/202... There are also some tweaks for #teamtomo. #OpenSoftwareAcceleratesScience
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EMBL Events @events.embl.org · 11/03/2026
Join #EMBOCryoEM to get a comprehensive foundation in advanced single-particle and cellular tomography techniques – we'll cover the entire workflow from sample preparation to data collection and image processing. s.embl.org/cry26-01-bl Apply by: 11 May 2026 @embo.org
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Sjors Scheres @sjorsscheres.bsky.social · 16/02/2026
Please spread the word: the Structural Studies Division @mrclmb.bsky.social is looking for a new tenure-track, independent group leader with an exciting plan in any area of Structural (Molecular & Cell) biology, in discovery biology and/or methods development. 🥳 mrc.tal.net/vx/mobile-0/...
mrc.tal.net
Research Group Leader Tenure Track - Structural Studies - LMB 2775 - Medical Research Council
Location: Cambridge. Vacancy: Research Group Leader Tenure Track - Structural Studies - LMB 2775. Closing Date: 16/03/2026, 23:55
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Tay (Antonio J. Osuna Mascaró) @biotay.bsky.social · 19/01/2026
Cow Tools! We have lived alongside cows for nearly 10,000 years. We breed them and exploit them It is now, only now, that we have discovered THEY CAN USE TOOLS Here I describe our study (paper) www.sciencedirect.com/science/arti... in @currentbiology.bsky.social with @auersperga.bsky.social
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Bogdan Toader @btoader.com · 10/01/2026
Excellent thread with links to tools whose development relied on the Chlamy dataset
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Molecular Cell @cp-molcell.bsky.social · 08/01/2026
The latest issue is now online www.cell.com/molecular-ce...
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Florent Waltz @florentwaltz.bsky.social · 19/12/2025
Final version is out! Our large-scale cryo-ET dataset 🔬 of Chlamydomonas reinhardtii 🦠 is now published in @cp-molcell.bsky.social Huge collaborative effort! So glad to see the community already using it to develop new resources & tools. Check it out here: shorturl.at/z4i4c #CryoEM #CryoET
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Sjors Scheres @sjorsscheres.bsky.social · 10/12/2025
Postdoc opportunity with Michel Goedert and myself to work on #cryoEM/#cryoET structures of #amyloids. Feel free to email me with any questions you might have. mrc.tal.net/vx/mobile-0/...
mrc.tal.net
Postdoctoral Scientist - Neurobiology - Dr Michel Goedert - LMB 2752 - Medical Research Council
Location: Cambridge. Vacancy: Postdoctoral Scientist - Neurobiology - Dr Michel Goedert - LMB 2752. Closing Date: 04/01/2026, 23:55
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Bogdan Toader @btoader.com · 09/12/2025
Join ML wizard Kiarash to develop BioML methods that work
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Tanmay Bharat @tbharat-lab.bsky.social · 07/11/2025
An Asgard archaeon with internal membrane compartments Brilliant study led by @fmacleod.bsky.social and Andriko von Kügelgen. Tight collaboration with @buzzbaum.bsky.social and lab. Congrats to all authors! www.biorxiv.org/content/10.1...
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University of Oxford @ox.ac.uk · 31/10/2025
Happy Halloween! 🎃 Here's a selection of some of our scariest gargoyles and grotesques 👀 #Halloween
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Bogdan Toader @btoader.com · 31/10/2025
Join our group to optimise Relion’s optimisation algorithms!
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David Pfau @davidpfau.com · 16/10/2025
Very excited to be able to talk about something I've been working on for a while now - we're working with Commonwealth Fusion Systems, IMO the leading fusion startup in the world, to take our work on AI and tokamaks and make it work at the frontier of fusion energy. deepmind.google/discover/blo...
deepmind.google
Google DeepMind is bringing AI to the next generation of fusion energy
We’re announcing our research partnership with Commonwealth Fusion Systems (CFS) to bring clean, safe, limitless fusion energy closer to reality with our advanced AI systems. This partnership...
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James Manton @jamesdmanton.bsky.social · 16/09/2025
The final version of our multispectral microscopy manuscript is now online at Nature Photonics: www.nature.com/articles/s41... The main additions are some further comparisons to yet more unmixing algorithms, in which we find that our algorithm is still the most accurate.
nature.com
Multispectral live-cell imaging with uncompromised spatiotemporal resolution - Nature Photonics
A tree-like arrangement of dichroic mirrors and multiple cameras coupled with an iterative spectral unmixing algorithm enables multispectral imaging of live cells in up to eight spectral channels with...
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Tanmay Bharat @tbharat-lab.bsky.social · 31/08/2025
Sub-cellular chemical mapping in bacteria using correlated cryogenic electron and mass spectrometry imaging Congrats Hannah Ochner and authors on this important paper! Strong collaboration with @kiranrpatil.bsky.social www.biorxiv.org/cgi/content/... @mrclmb.bsky.social @wellcometrust.bsky.social
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Max Seitzer @maxseitzer.bsky.social · 14/08/2025
Introducing DINOv3 🦕🦕🦕 A SotA-enabling vision foundation model, trained with pure self-supervised learning (SSL) at scale. High quality dense features, combining unprecedented semantic and geometric scene understanding. Three reasons why this matters👇
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Sjors Scheres @sjorsscheres.bsky.social · 12/08/2025
Sofia Lövestam's vault structure is now online in Structure @cellpress.bsky.social. 🥳 How beautifully explorative is #cryoEM! We never planned to do this. The vaults just came down with #amyloids from human brain tissue, and Sofia decided to have a closer look. www.cell.com/structure/fu...
cell.com
Cryo-EM structure of the vault from human brain reveals symmetry mismatch at its caps
Lövestam and Scheres present a cryo-EM structure of vault particles, found during tau filament extraction from progressive supranuclear palsy (PSP) brain tissue. They reveal a symmetry shift at the va...
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Tanmay Bharat @tbharat-lab.bsky.social · 29/07/2025
Targeted disruption of phage liquid crystalline droplets abolishes antibiotic tolerance of bacterial biofilms led by @abultarafder.bsky.social Great collaboration with @pearce-maths.bsky.social and @geiselbiofilm.bsky.social www.biorxiv.org/cgi/content/...
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Marcus Ghosh @marcusghosh.bsky.social · 25/07/2025
How can we best use AI in science? Myself and 9 other research fellows from @imperial-ix.bsky.social use AI methods in domains from plant biology (🌱) to neuroscience (🧠) and particle physics (🎇). Together we suggest 10 simple rules @plos.org 🧵 doi.org/10.1371/jour...
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Yuki M Asano @yukimasano.bsky.social · 21/07/2025
Today, we release Franca, a new vision Foundation Model that matches and often outperforms DINOv2. The data, the training code and the model weights are open-source. This is the result of a close and fun collaboration @valeoai.bsky.social (in France) and @funailab.bsky.social (in Franconia)🚀
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Sjors Scheres @sjorsscheres.bsky.social · 15/07/2025
Our entrance into protein design! Inverse folding steered by external sources of information, and for multiple conformations. By the amazing @kaiyi94.bsky.social and @kjamali.bsky.social! Download our code and try it yourself. 🥳
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Tanmay Bharat @tbharat-lab.bsky.social · 01/07/2025
Exciting study from @kiranrpatil.bsky.social and colleagues. Hannah Ochner from the group performed cryo FIB imaging. Congrats!
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Bogdan Toader @btoader.com · 01/07/2025
“Achieving individual tomograms of cells where any features are at 10 Å resolution or better is well-beyond both current capabilities and reasonable predictions of future improvements.” :(
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Sjors Scheres @sjorsscheres.bsky.social · 25/06/2025
We have a 3-year funded postdoc position to work on structures of #amyloid filaments. If you are an expert in protein biochemistry, structural biology or #cryoEM / #cryoET, this could be for you! Feel free to email me with any questions. Come join us! 🤩 www.nature.com/naturecareer...
nature.com
Postdoctoral Scientist - Structural Studies - Dr Sjors Scheres - LMB 2640 - Cambridgeshire job with MRC Laboratory of Molecular Biology (LMB) | 12840844
Postdoctoral Scientist Starting Salary: £41,344 Fixed term: 3 years MRC Laboratory of Molecular Biology, Cambridge, UK We are looking for a postdoc...
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Marcus Brubaker @marcusabrubaker.bsky.social · 24/06/2025
We also present a solution to the problem, showing how we can efficiently estimate 2nd order information and largely mitigate the poor conditioning, opening the door for efficient, SGD-based high resolution cryo-EM methods.
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Marcus Brubaker @marcusabrubaker.bsky.social · 24/06/2025
We show the numerical conditioning of cryo-EM reconstruction is increasingly poor at high resolution such that SGD has no real hope of resolving high resolution structures.
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Marcus Brubaker @marcusabrubaker.bsky.social · 24/06/2025
Ever wonder why SGD, which works so well for ab initio cryo-EM, never seems to get to high resolution on its own? Well, we have the answer: conditioning!
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Bogdan Toader @btoader.com · 24/06/2025
Work on SGD for high-resolution cryo-EM refinement from my previous postdoc finally published in @actacrystd.iucr.org with Roy Lederman and @marcusabrubaker.bsky.social 📜 Paper: journals.iucr.org/paper?S20597... 💻 Code: github.com/bogdantoader... 💾 Data: doi.org/10.5281/zeno...
github.com
GitHub - bogdantoader/simplecryoem: Basic cryo-EM reconstruction functionality in JAX.
Basic cryo-EM reconstruction functionality in JAX. - bogdantoader/simplecryoem
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Tanmay Bharat @tbharat-lab.bsky.social · 23/06/2025
Structure of the virulence-associated Neisseria meningitidis filamentous bacteriophage MDAphi Out in @pnas.org Congrats @janboehning.bsky.social @abultarafder.bsky.social Miles Graham @mathieucoureuil.bsky.social @mrclmb.bsky.social @hopitalnecker.bsky.social www.pnas.org/doi/10.1073/...
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Alister Burt @alisterburt.bsky.social · 30/05/2025
spent some time this evening updating the teamtomo.org site - if you're interested in cryo-EM + Python you might want to take a look around!
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Joe Greener @jgreener64.bsky.social · 08/04/2025
This has been a long journey, but it's now out in final form. @kjamali.bsky.social academic.oup.com/bioinformati...
academic.oup.com
Fast protein structure searching using structure graph embeddings
Abstract . Comparing and searching protein structures independent of primary sequence has proved useful for remote homology detection, function annotation,
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Itai Yanai @itaiyanai.bsky.social · 02/04/2025
🔥New Night Science paper!! Discovery happens when your initial plans fall apart but it requires you to have a particular mindset: it's not extraverted, orderly, neurotic or agreeable that's the most important – discovery requires an OPENNESS to new ideas and unexpected insights.
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Joe Greener @jgreener64.bsky.social · 31/03/2025
Our study of Mad2 conformational changes is out in final form. A fun collaborative project to work that uses NMR and MD. @connyyu.bsky.social onlinelibrary.wiley.com/doi/full/10....
onlinelibrary.wiley.com
Molecular mechanism of Mad2 conformational conversion promoted by the Mad2‐interaction motif of Cdc20
During mitosis, unattached kinetochores trigger the spindle assembly checkpoint by promoting the assembly of the mitotic checkpoint complex, a heterotetramer comprising Mad2, Cdc20, BubR1, and Bub3. ...
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Ben Engel @cellarchlab.com · 20/03/2025
We're on the cover of @science.org this week. Awesome work by @florentwaltz.bsky.social. #CryoET is reaching crazy resolutions inside cells, and this is just the beginning. Fantastic interpretation of the proton motive force by @verenaresch.bsky.social. Always a pleasure making #SciArt with you!🧪🧶🧬🌾
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Sjors Scheres @sjorsscheres.bsky.social · 13/03/2025
Chao has shown that disease-causing tau mutations V337M and R406W both lead to the formation of filaments with the #Alzheimer fold in human brain. Could one use these mutations to speed up models for tau filament formation in AD?
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Tanmay Bharat @tbharat-lab.bsky.social · 03/02/2025
Structural biology inside multicellular specimens using electron cryotomography by @idocaspy.bsky.social @zhexinwang.bsky.social out now in Quarterly Reviews of Biophysics doi.org/10.1017/S003...
doi.org
Structural biology inside multicellular specimens using electron cryotomography | Quarterly Reviews of Biophysics | Cambridge Core
Structural biology inside multicellular specimens using electron cryotomography - Volume 58
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Ben Recht @beenwrekt.bsky.social · 30/01/2025
Overfitting, as it is colloquially described in data science and machine learning, doesn’t exist. www.argmin.net/p/thou-shalt...
argmin.net
Thou Shalt Not Overfit
Venting my spleen about the persistent inanity about overfitting.
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Gabriel Peyré @gabrielpeyre.bsky.social · 22/01/2025
The Mathematics of Artificial Intelligence: In this introductory and highly subjective survey, aimed at a general mathematical audience, I showcase some key theoretical concepts underlying recent advancements in machine learning. arxiv.org/abs/2501.10465
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Bogdan Toader @btoader.com · 27/01/2025
The MRC LMB @mrclmb.bsky.social is hiring a ML+Bio tenure track group leader!
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Bogdan Toader @btoader.com · 23/01/2025
Optimal transport made multimodal and computationally tractable for atlas-scale single-cell data, exciting!
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Bridget Carragher @bcarra.bsky.social · 23/01/2025
Exciting update on the CryoET Data Portal! A new annotation set from Mart Last & team is now live. They’ve doubled available annotations with >1,800 tomograms of Chlamydomonas reinhardtii which now have almost fully dense labels, and all can be visualized in the browser using Neuroglancer.
cryoetdataportal.czscience.com
CryoET Data Portal
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