Paula Ramiro-Martínez
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paularamiro.bsky.social
Paula Ramiro-Martínez
@paularamiro.bsky.social
Predoctoral researcher at evodynamics lab in Madrid.
Bacterial and plasmid evolution 🫧🧬💻
Muchas gracias Teresa!! 🫂
January 29, 2026 at 3:50 PM
Thank you Álvaro!!!
January 28, 2026 at 12:35 PM
Thank you so much!!!
January 28, 2026 at 6:58 AM
Huge thanks to all my brilliant co-authors 🙌

@nachodequinto.bsky.social, @laura-jaraba.bsky.social , Val F. Lanza, @crisherencias.bsky.social, Adrián González Casanova, @penamiller.bsky.social & @jerorb.bsky.social
January 27, 2026 at 12:13 PM
In summary, plasmids are not just gene delivery platforms.

They significantly boost the availability of mutations, enabling rapid evolution of traits like resistance, metabolism, and virulence, highlighting their role as evolutionary powerhouses of bacterial cells.

PCN is key to evolvability 🫧🤩
January 27, 2026 at 12:10 PM
What about natural plasmids?

We analyzed 1,598 plasmids (NCBI) 💻 to detect mutations arising during culture growth by comparing sequencing reads to consensus assemblies.

💥 Result: High-copy plasmids exhibited significantly higher mutation rates, just like theory (and experiments!) predicted!
January 27, 2026 at 12:10 PM
Experiments confirm it: plasmid mutation rate rises logarithmically with copy number! 🚀

At higher PCN, the boost in mutation supply outweighs the segregational drift 💥
January 27, 2026 at 12:08 PM
We conducted a mutation accumulation experiment to test our predictions using a plasmid with a tunable copy number 🫧

We evolved bacterial lines for 30 days under tight bottlenecks at three conditions:
🔹low (~1)
🔹medium (~10)
🔹high (~60 copies)
January 27, 2026 at 12:06 PM
We modelled plasmid inheritance using a Cannings model and validated it with computational simulations 🧫 Each plasmid copy is like an evolutionary unit, randomly split at division, then copied.

Prediction: Mutation rate increases with PCN, but with diminishing returns: a logarithmic rise.
January 27, 2026 at 12:05 PM
Plasmids face a paradox.

🔹 More copies = more mutational opportunities 📈
🔹 But random segregation = more drift, fewer fixations 📉

So, which force dominates as plasmid copy number (PCN) increases: more mutations or more losses?

Let’s find out 🧬
January 27, 2026 at 12:03 PM
Early Xmas present 🎅🏼
December 20, 2025 at 4:51 PM