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molecularocean.bsky.social
Molecular Ocean Lab
@molecularocean.bsky.social
molecular simulations lab in between ICM and IQAC at @CSIC.es | investigating the molecular dimension of life, one atom at the time | don't follow us, we are lost too | led by F Colizzi
Pinned
What seems like just another visit from a scientist to a primary school turns out to be an explosion of enthusiasm (and reward) when the time to put on the 3D glasses arrives!

Thank you!

images from: www.instagram.com/escoladoctor...
After decades of whispering, proteins have started talking to me!
October 13, 2025 at 11:36 PM
Reposted by Molecular Ocean Lab
🏅 El #CSIC anuncia los vídeos ganadores del concurso ‘Yo investigo. Yo soy CSIC’

📹 Los vídeos están protagonizados por personal investigador en formación que explica su trabajo en clave divulgativa 

👉 https://f.mtr.cool/cmzsvlcaqn
October 8, 2025 at 5:04 PM
Reposted by Molecular Ocean Lab
A review reporting on the discussions held at the recent @cecamevents.bsky.social workshop on enzymatic plastic degradation that we co-organized in Trieste is now available on #arxiv
The paper highlighting key insights, future challenges, and research priorities identified during our recent CECAM workshop in Trieste is now available online. Take a look to see what’s coming next in the field of enzymatic plastic degradation:

arxiv.org/abs/2507.14413

Many thanks, everyone!
Computations Meet Experiments to Advance the Enzymatic Depolymerization of Plastics One Atom at a Time
Plastics are essential to modern life, yet poor disposal practices contribute to low recycling rates and environmental accumulation-biological degradation and by-product reuse offer a path to mitigate...
arxiv.org
July 22, 2025 at 2:18 PM
The paper highlighting key insights, future challenges, and research priorities identified during our recent CECAM workshop in Trieste is now available online. Take a look to see what’s coming next in the field of enzymatic plastic degradation:

arxiv.org/abs/2507.14413

Many thanks, everyone!
Computations Meet Experiments to Advance the Enzymatic Depolymerization of Plastics One Atom at a Time
Plastics are essential to modern life, yet poor disposal practices contribute to low recycling rates and environmental accumulation-biological degradation and by-product reuse offer a path to mitigate...
arxiv.org
July 22, 2025 at 11:03 AM
Reposted by Molecular Ocean Lab
Thank you @briannaabbott.bsky.social for this wonderful piece, and highlighting what the MIT MAESTRO study means to our participants!
I love that my quote was about HOPE. I KNOW that this is a solvable problem. We need to work together to fix it!
www.wsj.com/health/chron...
Chronic Lyme Disease Was Once Dismissed. More Doctors Are Coming Around.
Newer trials are starting to track Lyme patients and investigate potential treatments
www.wsj.com
July 20, 2025 at 3:25 PM
Comparison of Molecular Recognition in Docking Versus Experimental CSD and PDB Data | Journal of Chemical Information and Modeling pubs.acs.org/doi/10.1021/...
pubs.acs.org
July 21, 2025 at 7:54 AM
Reposted by Molecular Ocean Lab
Great news from the @crg.eu on @monicabettencourt.bsky.social appointment as the new director. This is excellent for the CRG and for catalan #science, for Monica is an excellent choice and a leader to a bright scientific future! #womeninscience
Happy to be the next (and 1st female) @crg.eu director. The CRG always stood out to me, for its excellence in understanding life's principles, with implications for health and biodiversity, & its collaborative, open and innovative way of doing science. Thrilled to join its amazing community in 2026!
July 2, 2025 at 12:41 PM
Reposted by Molecular Ocean Lab
Excellent piece by @julieparsonnet.bsky.social on infectious diseases as root causes of a number of chronic human diseases; pausing research on bacterial and viral infections will limit efforts to cure neurodegeneration, autoimmune, metabolic disease as well as cancer

substack.com/inbox/post/1...
Infections cause everything
Another reason why RFK Jrs. MAHA plan is misguided
substack.com
May 30, 2025 at 4:29 PM
Reposted by Molecular Ocean Lab
🤯 Implications for OLE RNA as a natural integral membrane RNA from Ron Breaker's lab rnajournal.cshlp.org/content/earl...
May 23, 2025 at 8:21 PM
Reposted by Molecular Ocean Lab
Thanks to the organizers for the invitation: Francesco Colizzi (
@molecularocean.bsky.social ) Paula Blazquez-Sanchez and Giovanni Busi. It was fantastic!
May 12, 2025 at 4:12 PM
Bonobos, our closest living relatives, exhibit communication that shares more structural similarities with human language than previously recognized.

www.science.org/doi/10.1126/...
Extensive compositionality in the vocal system of bonobos
Compositionality, the capacity to combine meaningful elements into larger meaningful structures, is a hallmark of human language. Compositionality can be trivial (the combination’s meaning is the sum ...
www.science.org
April 9, 2025 at 4:41 PM
Reposted by Molecular Ocean Lab
Trois de nos plus grands scientifiques, Yasmine Belkaid (@pasteur.fr), Bana Jabri (@institutimagine.bsky.social) et Alain Puisieux (@institutcurie.bsky.social), prennent la parole pour appeler à des réponses courageuses des pouvoirs publics face aux attaques contre la recherche. ⬇️
April 8, 2025 at 4:07 PM
Reposted by Molecular Ocean Lab
This article does a great job describing the lives of young American scientists:

“You roll up your sleeves, try to make or discover something useful and then let the scientific community try to punch holes in your work to make sure that it’s sound”
www.nytimes.com/2025/04/03/o...

Really important piece to share widely. Too many Americans don’t know how severe a threat this Administration poses to our scientific infrastructure, global leadership, and health security
Opinion | The Uncertain Fate of the Young American Scientist (Gift Article)
Young researchers are choosing between staying in science and staying in the United States.
www.nytimes.com
April 4, 2025 at 6:00 PM
Reposted by Molecular Ocean Lab
This sound familiar: “However, it turns out that travel agencies charge far more than it would cost an academic to arrange their own travel and accommodation—sometimes staggeringly more”
April 5, 2025 at 6:13 PM
Only a few days left to secure your spot at the most groundbreaking conference in the world! 😎 (Okay, maybe not 𝘵𝘩𝘢𝘵 much, but it’s going to be fun). Don’t miss out—register now before the deadline hits!

Outstanding list of speakers, and talks, and posters:
www.cecam.org/workshop-det...
April 3, 2025 at 5:05 PM
It was great to contribute to the characterization of these new Cas9 molecular scissors from the deep ocean, alongside a dream team led by Silvia Acinas and Julian Ceron. @raticosdeciencia.bsky.social
www.icm.csic.es/en/news/gene...
Genetic scissors from the deep ocean: new tools to rewrite life | Institut de Ciències del Mar
A team from the Institut de Ciències del Mar (ICM-CSIC), in collaboration with the Bellvitge Biomedical Research Institute (IDIBELL), has applied for the patent of two new “gene editing scissors” with...
www.icm.csic.es
April 2, 2025 at 2:20 PM
Reposted by Molecular Ocean Lab
Today I remembered my first QM parameterization of a small molecule failed miserably (turn volume ON for a full experience)
March 26, 2025 at 9:18 PM
Reposted by Molecular Ocean Lab
Very excited to share our review on "The Chemistry and Biology of the Tetrodotoxin Natural Product Family", where we discuss their potential for the development of analgesics, structure-activity relationships on NaV channels, biosynthetic hypotheses and chemical syntheses: tinyurl.com/ye6nwnwu.
January 30, 2025 at 8:22 AM
Reposted by Molecular Ocean Lab
We are finalizing the program of the @cecamevents.bsky.social RNA modelling across scales www.cecam.org/workshop-det... at SISSA, Trieste, Italy, May 19-22. Please note that we still have a few slots for in person attendance. We will accept applications for the next few weeks, until fully booked!
March 27, 2025 at 5:15 PM
Reposted by Molecular Ocean Lab
Still a few days remaining to apply for the RNA modelling across scales @cecamevents.bsky.social workshop at SISSA. Deadline March 23, hurry up!!
Interested in #RNA modelling across multiple scales? Join us for the @cecamevents.bsky.social meeting at SISSA, Trieste, May 19-22! www.cecam.org/workshop-det... We still have slots for contributed talks. Deadline March 23. Co-organized with @magistratolab.bsky.social and @marcodevivo.bsky.social
CECAM - RNA modelling across scales
www.cecam.org
March 20, 2025 at 4:55 PM
Reposted by Molecular Ocean Lab
Protein dynamics was the first research to enchant me >10yrs ago, but I left in PhD bc I couldn't find big experimental data to evaluate models.

Today w @ginaelnesr.bsky.social, I'm thrilled to share the big dynamics data I've been dreaming of, and the mdl we trained w them: Dyna-1.
📝: rb.gy/de5axp
March 20, 2025 at 3:02 PM
Reposted by Molecular Ocean Lab
Norooz Mobarak! happy New Year!
a greeting card for eid-eh shoma mobarak wishing you a healthy and prosperous novruz
ALT: a greeting card for eid-eh shoma mobarak wishing you a healthy and prosperous novruz
media.tenor.com
March 19, 2025 at 9:53 PM
Reposted by Molecular Ocean Lab
Our latest paper "Enzyme Enhancement Through Computational Stability Design Targeting NMR-Determined Catalytic Hotspots" now out in JACS @jacs.acspublications.org. Collaboration with Jose M. Sanchez-Ruiz in Granada, among others. pubs.acs.org/doi/full/10....
Enzyme Enhancement Through Computational Stability Design Targeting NMR-Determined Catalytic Hotspots
Enzymes are the quintessential green catalysts, but realizing their full potential for biotechnology typically requires improvement of their biomolecular properties. Catalysis enhancement, however, is often accompanied by impaired stability. Here, we show how the interplay between activity and stability in enzyme optimization can be efficiently addressed by coupling two recently proposed methodologies for guiding directed evolution. We first identify catalytic hotspots from chemical shift perturbations induced by transition-state-analogue binding and then use computational/phylogenetic design (FuncLib) to predict stabilizing combinations of mutations at sets of such hotspots. We test this approach on a previously designed de novo Kemp eliminase, which is already highly optimized in terms of both activity and stability. Most tested variants displayed substantially increased denaturation temperatures and purification yields. Notably, our most efficient engineered variant shows a ∼3-fold enhancement in activity (kcat ∼ 1700 s–1, kcat/KM ∼ 4.3 × 105 M–1 s–1) from an already heavily optimized starting variant, resulting in the most proficient proton-abstraction Kemp eliminase designed to date, with a catalytic efficiency on a par with naturally occurring enzymes. Molecular simulations pinpoint the origin of this catalytic enhancement as being due to the progressive elimination of a catalytically inefficient substrate conformation that is present in the original design. Remarkably, interaction network analysis identifies a significant fraction of catalytic hotspots, thus providing a computational tool which we show to be useful even for natural-enzyme engineering. Overall, our work showcases the power of dynamically guided enzyme engineering as a design principle for obtaining novel biocatalysts with tailored physicochemical properties, toward even anthropogenic reactions.
pubs.acs.org
March 20, 2025 at 2:00 AM