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Posts by Scott Rush

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I am excited to share our most recent work collaborating with @centriolelab.bsky.social and @stearnslab.bsky.social to look at the ciliary base of mammalian multiciliated cells w/ cryo-ET, XL/MS, and U-ExM www.biorxiv.org/content/10.6...

2 weeks ago 125 62 3 7

This is so, so well-articulated.

2 weeks ago 10720 3901 98 353
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AlphaFold as a prior: experimental structure determination conditioned on a pretrained neural network Nature Methods - ROCKET improves experimental structure elucidation by integrating implicit structural knowledge from OpenFold, a trainable reimplementation of AlphaFold2, with X-ray...

ROCKET 🚀 inference-time optimization of AlphaFold to fit structural data is published! rdcu.be/fa9YH
Since our preprint, we’ve pushed it to regimes where other methods break: low resolution, weak signal, real experimental edge cases. Here’s what we learned: 1/15

2 weeks ago 120 51 1 8
Video

Structure of SARS-CoV-2 spike in complex with its co-receptor the neuronal cell adhesion protein contactin1

www.biorxiv.org/content/10.6...

Check out our new preprint. Cool structure by Sabrina Krepel with Bert Janssen.
Thanks to @danielhurdiss.bsky.social @utrechtvirology.bsky.social #covid #pais

3 weeks ago 58 23 2 1
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Reverse vaccinology 3.0 Nature Reviews Microbiology, Published online: 11 March 2026; doi:10.1038/s41579-026-01286-yAndreano, McLellan and Rappuoli introduce ‘reverse vaccinology 3.0’, a transformative approach that could revolutionize the field of vaccinology and contribute to addressing global health challenges.

New online! Reverse vaccinology 3.0

1 month ago 4 2 0 0
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Postdoctoral Fellow Job Posting Title: Postdoctoral Fellow ---- Hiring Department: Molecular Biosciences ---- Position Open To: All Applicants ---- Weekly Scheduled Hours: 40 ---- FLSA Status: Exempt ---- Earliest Start ...

#PostdocRecruiting:
My group at the University of Texas at Austin is recruiting a Postdoc in virology and structural biology. Please see more details here:
utaustin.wd1.myworkdayjobs.com/UTstaff/job/...

Informal inquiries are encouraged, and see more lab info here: zunlongke-lab.org

1 month ago 14 12 0 0

A bit late to post, but check out this peer-reviewed version at PNAS 2025 here: www.pnas.org/doi/10.1073/...

1 month ago 13 5 1 1
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Cryo-EM structures of prefusion HSV-2 gB in complex with human antibodies.

Cryo-EM structures of prefusion HSV-2 gB in complex with human antibodies.

Our fourth installment on prefusion herpesvirus gB proteins is available as a preprint: doi.org/10.64898/202.... Working with Ivelin Georgiev's group, we isolated and characterized prefusion-specific HSV gB antibodies from humans!

1 month ago 30 11 1 0

Question for the #cryoEM crowd: have you played with ModelAngelo, CryoAtom and EMProt, and would you care to offer thoughts/notes on the comparison? I have ModelAngelo installed and I love it, but the other two claim improved performance - which should I try first?

1 month ago 13 9 3 0

Prefusion-specific glycoprotein B human antibodies protect against neonatal HSV-2 infection www.biorxiv.org/content/10.64898/2026.02...

1 month ago 2 2 0 0
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Antibody-mediated feedback modulates interclonal competition in the germinal center Antibodies generated by prior immune responses regulate B cell responses upon recall immunization. Barbulescu et al. examine whether antibodies produced by an ongoing immune response influence the out...

One more trick pulled off by antibody-mediated feedback

www.cell.com/immunity/ful...

1 month ago 28 12 1 1

The vault particle is enclosed by a C13-symmetric cap with a positively charged exterior pubmed.ncbi.nlm.nih.gov/41706843/ #cryoEM

2 months ago 8 6 0 2

The giant viruses surprised us at almost every turn of this project, but ultimately led us down a very rewarding path. Happy to share this work is now available online 🧪

2 months ago 48 23 0 0

The conch was blown at 5:00am. The 2026 Barkley Marathons begins in one hour. #BM100

2 months ago 633 90 19 69
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Mosquitoes like Aedes aegypti spread viruses that cause major global diseases. We decided to have a closer look at a family of mosquito carbohydrate-binding proteins involved in infecting these vector species. We found some unexpected things 😁

Preprint out now 🦟🦟🦟

www.biorxiv.org/content/10.6...

2 months ago 34 17 1 1
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New paper from my group in @science.org : "A small polymerase ribozyme that can synthesise itself and its complementary strand" www.science.org/doi/10.1126/...
Outstanding work by @edogia.bsky.social

2 months ago 152 39 1 5
Image of a herpesvirus structure

Image of a herpesvirus structure

I am excited to share our latest preprint - An evolutionarily divergent herpesvirus with a giant tail. Featuring symmetry breaking and genome annotation from structure using ModelAngelo. doi.org/10.64898/202...

2 months ago 75 24 1 1
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A broadly protective antibody targeting gammaherpesvirus gB pubmed.ncbi.nlm.nih.gov/41629701/ #cryoEM

2 months ago 5 4 0 0
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Check out our new preprint! We uncover the full molecular mechanism of rotavirus membrane penetration and cytosolic escape using cryo-ET, live-cell imaging, and single-molecule assays. (1/3)

🔗 biorxiv.org/content/10.6...

2 months ago 72 18 2 1

Structure-based design of soluble prefusion-stabilized herpes simplex virus type 2 glycoprotein B antigens www.biorxiv.org/content/10.64898/2026.01.26.701809v1 #cryoEM

2 months ago 7 5 0 1
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A genetically encoded device for transcriptome storage in mammalian cells Understanding how cells make decisions over time requires the ability to link past molecular states to future phenotypic outcomes. We present TimeVault, a genetically encoded system that records and s...

🧬🔬@science.org A genetically encoded device for #transcriptome storage in mammalian cells | Science www.science.org/doi/10.1126/... @broadinstitute.org

3 months ago 55 25 1 3

A neutralizing human antibody induces movement of the HCoV-229E receptor binding domain

www.nature.com/articles/s42...

@wrapplab.bsky.social

3 months ago 3 2 0 0
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I am pleased to share our new paper in Molecular Cell:

“Capsid restructuring activates semi-conservative dsRNA transcription in cystovirus ɸ6.”

We visualized, in structural detail, how a double-stranded RNA virus switches from a quiescent to a transcriptionally active state.

Link in the comments

3 months ago 30 13 2 1
Alice Ting Rosettacon keynote 2025
Alice Ting Rosettacon keynote 2025 YouTube video by Alice Ting

Video introduction to our new “Conformational Biasing” method for computational design of mutations that bias proteins towards desired conformational states

CB part starts at 14:55

Thanks to Peter Cavanagh and Andrew Xue – amazing graduate students who co-led this work

3 months ago 26 8 1 1
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Computational design of conformation-biasing mutations to alter protein functions Conformational biasing (CB) is a rapid and streamlined computational method that uses contrastive scoring by inverse folding models to predict protein variants biased toward desired conformational sta...

Can we design mutations that bias proteins towards desired conformational states?

Today in @science.org, we introduce Conformational Biasing (CB), a simple and scalable computational method that uses contrastive scoring by inverse folding models to identify conformation-biasing mutations.

3 months ago 119 38 1 3

Structure and immunogenicity of an engineered soluble prefusion-stabilized EBV gB antigen pubmed.ncbi.nlm.nih.gov/41484092/ #cryoEM

3 months ago 9 5 0 0

Structural basis for childhood antibody recognition of the human metapneumovirus fusion protein pubmed.ncbi.nlm.nih.gov/41455691/ #cryoEM

3 months ago 2 1 1 0

De novo design of protein nanoparticles with integrated functional motifs www.biorxiv.org/content/10.64898/2025.12...

3 months ago 2 1 0 0

It’s out! Using cryo-ET in Dicty cells, we take a fresh in situ look at vaults. Surprisingly, we uncover vaults associated with ER and NE membranes, and find that many vaults enclose ribosomes in defined orientations, opening new avenues to their cellular function! www.biorxiv.org/lookup/conte...

4 months ago 106 39 2 5
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Generation of antigen-specific paired-chain antibodies using large language models MAGE is a sequence-based protein language model designed to generate diverse human antibody sequences targeting various pathogens, including SARS-CoV-2, H5N1, and RSV-A. This AI-driven approach addresses traditional limitations by enabling efficient, target-agnostic antibody design with experimentally validated binding specificity.

Now online! Generation of antigen-specific paired-chain antibodies using large language models

5 months ago 8 4 0 0