Dr. Jules Marien's Avatar

Dr. Jules Marien

@marienj

Postdoc in biophysics/biochemistry working on the interaction between the phosphorylated Tau protein and microtubules. Molecular dynamist. Tamer of IDRs and IDPs since 2022 (They/Them) https://scholar.google.com/citations?user=4S1QUPgAAAAJ&hl=fr

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16.02.2025
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Latest posts by Dr. Jules Marien @marienj

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๐Ÿš€ New Preprint Alert!
Weโ€™re excited to share our latest work on a community-driven framework for determining conformational ensembles of intrinsically disordered proteins (IDPs) โ€” now available as a preprint on arXiv!

๐Ÿ“„ Read the full preprint here: [ arxiv.org/abs/2504.03590 ]

07.04.2025 09:08 ๐Ÿ‘ 3 ๐Ÿ” 1 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0
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Community perspective:

Toward a unified framework for determining conformational ensembles of disordered proteins ๐Ÿ

with framework for experimental data acquisition, computational ensemble generation & validation

Led by @hamidrgh.bsky.social, Silvio Tosatto & Alex Monzon

doi.org/10.1038/s415...

09.03.2026 18:58 ๐Ÿ‘ 16 ๐Ÿ” 5 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

Tubulin C-terminal tails are pH sensors that regulate microtubule function https://www.biorxiv.org/content/10.64898/2026.03.06.710195v1

09.03.2026 02:57 ๐Ÿ‘ 3 ๐Ÿ” 2 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

Interplay between Local Diffusion, Concentration, and Inter-Protein Alignment Promotes Cross-ฮฒ-Sheet Transitions at Condensate Interfaces https://www.biorxiv.org/content/10.64898/2026.03.05.709844v1

08.03.2026 03:50 ๐Ÿ‘ 2 ๐Ÿ” 2 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

Minimal Amino Acid Alphabet for Protein Design https://www.biorxiv.org/content/10.64898/2026.03.06.710107v1

07.03.2026 03:49 ๐Ÿ‘ 2 ๐Ÿ” 1 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
Original post on fediscience.org

I put together a #ChimeraX plugin to display circos-like contact maps between proteins/DNA. I'm using it all the time now (after doing this manually for years) so I hope someone else may find it useful!

https://cxtoolshed.rbvi.ucsf.edu/apps/chimeraxcircoscontacts [โ€ฆ]

06.03.2026 12:54 ๐Ÿ‘ 3 ๐Ÿ” 3 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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These brain cells clear proteins that contribute to Alzheimerโ€™s When specialized cells called tanycytes stop working, disease-causing tau proteins build up in the brain.

When specialized cells called tanycytes stop working, disease-causing tau proteins build up in the brain.

go.nature.com/4ldhrez

06.03.2026 11:45 ๐Ÿ‘ 62 ๐Ÿ” 23 ๐Ÿ’ฌ 2 ๐Ÿ“Œ 1

Confidence Without Verification: Screening pLDDT Unreliability in AlphaFold2 Fold-Switching Predictions https://www.biorxiv.org/content/10.64898/2026.02.19.706878v1

06.03.2026 04:05 ๐Ÿ‘ 3 ๐Ÿ” 2 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

A molecular grammar for programmable multiphase protein-RNA vesicles https://www.biorxiv.org/content/10.64898/2026.03.04.709570v1

06.03.2026 04:07 ๐Ÿ‘ 2 ๐Ÿ” 2 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

L'รฉvรจnement #ReCombinaisons est de retour ร  @pasteur.fr en 2026 avec un programme allรฉchant !
(On y retrouvera notamment @jeanneadebats.bsky.social et @audreypleynet.bsky.social !)

05.03.2026 13:44 ๐Ÿ‘ 5 ๐Ÿ” 2 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

Progressive Backmapping of Highly Coarse-Grained Protein Models https://www.biorxiv.org/content/10.64898/2026.03.02.709104v1

04.03.2026 21:48 ๐Ÿ‘ 2 ๐Ÿ” 2 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

I'm grateful to the Biophysical Society of Canada
โ€ช@biophyscanada.bsky.socialโ€ฌ for this recognition of our lab's research, and I'm very much looking forward to giving a lecture at this year's annual meeting in Winnipeg!

03.03.2026 01:57 ๐Ÿ‘ 15 ๐Ÿ” 2 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 1
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The Biophysical Society of Canada is pleased to announce that Dr. Sarah Rauscher @sarahrauscher.bsky.social is the recipient of the 2026 Early Career Investigator Award. Congratulations!!

01.03.2026 00:59 ๐Ÿ‘ 8 ๐Ÿ” 3 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 1

Wee thread ๐Ÿงตโฌ‡๏ธ on our new #glycotime with @siglecdude.bsky.social John Klassen and @glycocode.bsky.social ๐Ÿฅณ where we show Siglecs as molecular precision tools, able to recognise sialylated glycans with surgical precision in their natural environment, not bad for a lectin! ๐Ÿ˜Ž

doi.org/10.1038/s420...

02.03.2026 18:28 ๐Ÿ‘ 39 ๐Ÿ” 13 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 2

Large-scale simulations reveal evolutionary constraints on intrinsically disordered regions imposed by full-length protein architecture https://www.biorxiv.org/content/10.64898/2026.02.27.708199v1

01.03.2026 02:49 ๐Ÿ‘ 3 ๐Ÿ” 2 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

New (well, very old, but 100% updated) preprint:

Rational design of disordered proteins for systematic sequence-to-function investigation

Work done in collaboration with @shaharsu.bsky.social lab - check out the three (3) threads from the folks who did the work!

27.02.2026 17:41 ๐Ÿ‘ 7 ๐Ÿ” 2 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0

How do DNA sequence and histone composition modulate nucleosome plasticity? We investigated this by comparing the behaviour of 40 chemically different nucleosomes. Check our preprint below.

27.02.2026 09:19 ๐Ÿ‘ 12 ๐Ÿ” 4 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

Our recent work showing that tau phosphorylation alters cooperative binding and organelle transport in neurons is now posted at @elife.bsky.social. A big thanks to the reviewers and editors for their thoughtful assessment.

doi.org/10.7554/eLif...

26.02.2026 14:42 ๐Ÿ‘ 7 ๐Ÿ” 4 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

Conformational ensembles of flexible multidomain proteins: How close are we to accurate and reliable predictions? https://www.biorxiv.org/content/10.64898/2026.02.24.707687v1

26.02.2026 02:47 ๐Ÿ‘ 3 ๐Ÿ” 2 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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Check out our new review on Graph #NeuralNetworks in #MolecularDynamics!
We show how #AI is used for #ForceField development, free-energy, and analysis - including our attention-based GNN workflow - and how you can integrate your favorite AI into #compchem!
www.sciencedirect.com/science/arti...

25.02.2026 23:46 ๐Ÿ‘ 9 ๐Ÿ” 2 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

Now published in JCTC pubs.acs.org/doi/10.1021/... Works also for ENM!

25.02.2026 19:08 ๐Ÿ‘ 11 ๐Ÿ” 4 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
AI-driven approaches in structural biology Recent breakthroughs in artificial intelligence have transformed structural biology, enabling accurate protein structure prediction and de novo design at unprecedented scale. This EMBO Lecture Courseโ€ฆ

๐Ÿ“ฃ Excited to co-organize this @embo.org Lecture Course - #AI driven approaches in structural biology ๐Ÿ“… 26 April - 2 May 2026 in Bengalore (India). More info and registration below @pasteur.fr @cnrsbiologie.bsky.social meetings.embo.org/event/26-ai-...

25.02.2026 00:31 ๐Ÿ‘ 15 ๐Ÿ” 6 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

Our Story about ADAM10 modulation by PS lipids found its home in Advanced Science !
Many thanks to all co-authors for an amazing collaboration.

24.02.2026 19:14 ๐Ÿ‘ 7 ๐Ÿ” 3 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

Partition Coefficients Reveal Changes in Properties of Low-Contrast Biomolecular Condensates https://www.biorxiv.org/content/10.64898/2026.02.20.707107v1

23.02.2026 17:47 ๐Ÿ‘ 3 ๐Ÿ” 3 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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Des pโ€™tits trous partout : les perforines, poinรงonneuses de la cellule Dans le vivant, la membrane lipidique est la premiรจre garante de lโ€™intรฉgritรฉ des cellules, ce qui en fait รฉgalement une cible de choix pour les pathogรจnes. Elle peut notamment รชtre visรฉe par โ€ฆ

J'avais dit qu'en 2026, #TOTProts serait au repos, mais en fait non. Et donc aujourd'hui on va parler de perforines (la vรฉritรฉ, regardez-moi la beautรฉ de ces assemblages !)
#Vulgarisation #FunScience
topoftheprots.com/2026/02/23/d...

23.02.2026 10:08 ๐Ÿ‘ 4 ๐Ÿ” 3 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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A theoretical framework for random acceleration molecular dynamics simulations The dissociation of a ligand bound to a receptor is a rare event occurring on a timescale that is far longer than can be afforded by standard simulation methodo

We developed a simple theory and showed that Random Acceleration Molecular Dynamics (RAMD) is consistent with a Smoluchowski equation with an effective temperature and diffusion coefficient that depend quadratically on the magnitude of the random force.
pubs.aip.org/aip/jcp/arti...

10.02.2026 21:10 ๐Ÿ‘ 12 ๐Ÿ” 7 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 1

Excited to share our latest preprint: ๐—Ÿ๐—ฒ๐—ฎ๐—ฟ๐—ป๐—ถ๐—ป๐—ด ๐—›๐—ฎ๐—บ๐—ถ๐—น๐˜๐—ผ๐—ป๐—ถ๐—ฎ๐—ป ๐—™๐—น๐—ผ๐˜„ ๐— ๐—ฎ๐—ฝ๐˜€: ๐— ๐—ฒ๐—ฎ๐—ป ๐—™๐—น๐—ผ๐˜„ ๐—–๐—ผ๐—ป๐˜€๐—ถ๐˜€๐˜๐—ฒ๐—ป๐—ฐ๐˜† ๐—ณ๐—ผ๐—ฟ ๐—Ÿ๐—ฎ๐—ฟ๐—ด๐—ฒ-๐—ง๐—ถ๐—บ๐—ฒ๐˜€๐˜๐—ฒ๐—ฝ ๐— ๐—ผ๐—น๐—ฒ๐—ฐ๐˜‚๐—น๐—ฎ๐—ฟ ๐——๐˜†๐—ป๐—ฎ๐—บ๐—ถ๐—ฐ๐˜€ ๐ŸŽ‰

19.02.2026 15:18 ๐Ÿ‘ 9 ๐Ÿ” 3 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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Ever get tired of tiny timesteps bottlenecking your MD simulations?

We show how to train a model for large-timestep Hamiltonian dynamics directly on standard MLFF datasets. ๐—ก๐—ผ ๐—ฟ๐—ฒ๐—ณ๐—ฒ๐—ฟ๐—ฒ๐—ป๐—ฐ๐—ฒ ๐˜๐—ฟ๐—ฎ๐—ท๐—ฒ๐—ฐ๐˜๐—ผ๐—ฟ๐—ถ๐—ฒ๐˜€, ๐—ป๐—ผ ๐˜‚๐—ป๐—ฟ๐—ผ๐—น๐—น๐—ถ๐—ป๐—ด, ๐—ป๐—ผ ๐˜๐—ฒ๐—ฎ๐—ฐ๐—ต๐—ฒ๐—ฟ needed!

๐Ÿงต๐Ÿ‘‡

19.02.2026 15:05 ๐Ÿ‘ 18 ๐Ÿ” 8 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 2

Papers are like buses... You wait for ages, then two come along at once.

Huge congrats to @bornanovak.bsky.social and @jefflotthammer.bsky.social for pushing and driving every aspect of this work, preprinted ~1 year ago to the day (Friday before BPS), now published!

www.nature.com/articles/s41...

19.02.2026 03:30 ๐Ÿ‘ 86 ๐Ÿ” 35 ๐Ÿ’ฌ 6 ๐Ÿ“Œ 2
Top:  A representative modeling example from Chimpanzee CPEB3 HDV-like ribozyme (PDB ID: 7QR3), with models predicted by four better-performing methods (blue cartoons) overlaid on experimental structure (gray cartoons). Left to right: DRFold2, DeepFoldRNA, AlphaFold3, RhoFold. Bottom: Structural visualization of the example from coxsackievirus B3 cloverleaf RNA (PDBID: 8DP3), showing experimental structure (left), AlphaFold3โ€™s best prediction from 100 models (middle), and 5th model of DRfold2 (right), respectively. Structures are rainbow-colored from 5โ€ฒ (blue) to 3โ€ฒ (red) end.

Top: A representative modeling example from Chimpanzee CPEB3 HDV-like ribozyme (PDB ID: 7QR3), with models predicted by four better-performing methods (blue cartoons) overlaid on experimental structure (gray cartoons). Left to right: DRFold2, DeepFoldRNA, AlphaFold3, RhoFold. Bottom: Structural visualization of the example from coxsackievirus B3 cloverleaf RNA (PDBID: 8DP3), showing experimental structure (left), AlphaFold3โ€™s best prediction from 100 models (middle), and 5th model of DRfold2 (right), respectively. Structures are rainbow-colored from 5โ€ฒ (blue) to 3โ€ฒ (red) end.

Accurate RNA structure prediction remains a challenge, despite recent computational advances. This study presents DRFold2, a #DeepLearning framework that significantly enhances accuracy of de novo #RNAstructure prediction by increasing contact prediction precision @plosbiology.org ๐Ÿงช plos.io/4aoOQiX

18.02.2026 13:55 ๐Ÿ‘ 9 ๐Ÿ” 3 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0