Cristina Viéitez

@crisvieitez.bsky.social

Group Leader (RyC) at CSIC - IBFG in Salamanca, Spain @CSIC.es - Molecular & Systems Biology Lab. Cell Signalling - Chromatin - PTMs - Yeast ERC starting #PTMtalk

I made a presentation to other faculty about recent progress in general AI, to facilitate the discussion around the impact for research and teaching in biology. It could be that the slides are useful for others trying to do that same. Feel free to re-use. docs.google.com/presentation...

generalAI_for research_intro.pptx

Recent AI developments and what they mean for us Quick primer on general AI models* State-of-the-art in AI agent capabilities AI agents in biology (examples) Discussion - what does this mean for our r...

docs.google.com

How many substrates can a kinase have? Phage T7 kinases modifies almost the complete proteome of E.coli 😮👇🏼 Congratulations to all authors @savitski-lab.bsky.social & @typaslab.bsky.social

Savitski Lab@savitski-lab.bsky.social · last mo.

1/5 How much phosphorylation can a single kinase deposit? In our new study with @typaslab.bsky.social out in @nature.com, phage T7's kinase (T7K) modifies almost all the E. coli proteome + more densely than all ~500 kinases do our own proteomes 🤯 www.nature.com/articles/s41...

🚨 New preprint from the lab! 🚨 We show that multireplicon plasmids are true AMR "jack-of-all-trades": Widespread, highly mobile, broad host-range, and packed with resistance genes. Far from random, they form co-evolving associations driven & 𝘮𝘢𝘪𝘯𝘵𝘢𝘪𝘯𝘦𝘥 by IS elements. See Nacho's thread below!👇👇

Multireplicon plasmids emerge under predictable rules and drive the spread of antimicrobial resistance across bacterial hosts

Plasmids are DNA molecules that replicate independently of the bacterial chromosome and are typically associated with the spread of antimicrobial resistance (AMR) and virulence determinants, among other relevant traits. Fusion events between plasmids generate larger, complex backbones that carry two or more replication systems, known as multireplicon plasmids. Despite decades of study, we are still far from understanding how multireplicon plasmids arise, persist, and shape the evolution of AMR. Here, we analyzed 24,000 non-redundant plasmids across bacterial genera and found that more than 30% of them encoded multiple replicons. Compared to single-replicon plasmids, multireplicon plasmids were larger, were enriched in genes encoding antimicrobial, metal, and biocide resistance as well as virulence factors, and showed higher mobility and a broader host range. We also found that multireplicon assembly is not random. Some replicon pairs repeatedly merge into stable multireplicon plasmids, while other pairs rarely fuse even when they commonly coexist intracellularly. We also show that replicon pairs tend to be localized either in close proximity to one another or on opposite poles of the plasmid. We further highlight that multireplicon plasmids can be broadly classified into two groups: long-term coevolving replicon pairs and transient associations that lack a shared evolutionary history. Finally, we reveal the molecular mechanisms underlying multireplicon formation and highlight the role of insertion sequences in their formation and maintenance. Together, our work sheds light on the abundance, gene content, evolutionary patterns, and formation dynamics of multireplicon plasmids and pinpoints their relevance to bacterial evolution and human health. ### Competing Interest Statement The authors have declared no competing interest. Instituto de Salud Carlos III, https://ror.org/00ca2c886, PI23/01945, PFIS - FI22/00265, Miguel Servet - CP22/00164 European Research Council, https://ror.org/0472cxd90, HorizonGT, 101077809 Fundación Ramón Areces, "Ayudas Fundación Ramón Areces para la realización de Tesis Doctorales en Ciencias de la Vida y de la Materia 2025" Coordenação de Aperfeicoamento de Pessoal de Nível Superior, https://ror.org/00x0ma614, 88881.128025/2025-01

biorxiv.org

Ignacio (Nacho) de Quinto@nachodequinto.bsky.social · 5mo ago

What if multireplicon plasmids are not an oddity, but an evolutionary strategy? We found that they are common, more mobile, broader-host-range, and enriched in AMR. Even more interesting: their assembly doesn’t look random. 👀 Paper preprint: www.biorxiv.org/content/10.6... Thread below!🧵👇

Why AI-assisted research might have a lower impact that some estimate? I tried to look back at the rise of the internet and its impact on scientific research as a comparison point. I should stop spending time on this but condensing this info also helps me think www.evocellnet.com/2026/06/look...

Looking back at the rise of the internet to gauge the impact of AI-assisted scientific research

There is a lot of debate and some hyperbole around the impact of AI-assisted scientific research. When considering the future impact of gene...

evocellnet.com

I tried the same prompt for generating of a high impact fake Cell paper about kinase signaling on 4 different AI models. One refused to do it (yay Claude), the other 3 did without any issues being raised and funnily enough all 3 were about a kinase that forms condensates :)

It looks like Anthropic has included fake paper generation in their model alignment considerations and Claude tries to avoid doing it. Maybe we need to make more noise about this in general to get the others model developers onboard with this.

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In early-2025 I was reeling from a ‘scored fundable’ grant application that was not funded. I really believed in this grant and knew the ideas were good but the review panel just weren’t into the project and there nothing more I could do. That’s science, but it hurts. (1/8)

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Congratulations, Lisa Maier and Stephen Cusack! The two EMBL alumni have received the 2026 John Kendrew and Lennart Philipson awards for their outstanding contributions to host–microbiome research and structure-guided drug development, respectively. Learn more: www.embl.org/news/awards-...

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