Lukas Hafner
banner
lukashafner.bsky.social
Lukas Hafner
@lukashafner.bsky.social
Biologist lost somewhere between the scales | Biology x ML
Postdoc@Kishony Lab, Technion

previously
@BIU, Institut Pasteur
@Learning Planet Institute
@Shore Lab, University of Geneva

@LostInTranscrip on Twitter
Pinned
Good way to start here on bluesky: excited to share the latest contribution back from my PhD @biupasteur.bsky.social - and the end of a long standing chapter!

Many thanks to everyone involved!

We made a short video summarising our findings:
youtu.be/liJmZ51_Oxg
Reposted by Lukas Hafner
Two intensive sampling periods of oyster-associated vibrio and their phage, 4 years apart, and many surprises. Despite being washed by the Atlantic, wide tides, and vibrio (almost?) disappearing most of the year, we can find the exact same virulent phages 4 years later (down to 0 SNP)! preprint👇
October 14, 2025 at 4:08 PM
Reposted by Lukas Hafner
1/ Do you have a favorite protein you wish you could dissect residue by residue? 🔬
Excited to share our platform for mutational scanning at endogenous loci in yeast (no ectopic expression needed!)
doi.org/10.1101/2025...
Mutational scanning by multiplexed genome editing of the essential transcription termination factor Nrd1.
Proteins operate through a few critical residues, yet most proteins remain uncharacterized at the deep molecular resolution, particularly within essential genes, where functional dissection is obstructed by lethality. Here, we establish a platform for mutational scanning of essential genes at their endogenous locus, combining a repressible complementation system with multiplexed CRISPR-based genome editing in budding yeast. Our approach provides a generalizable framework for dissecting essential protein function in vivo, expanding the capacity to map critical residues underlying essential cellular processes. We applied this strategy to NRD1, encoding an essential RNA Polymerase II (RNAPII) termination factor and performed a systematic alanine scanning with near-saturation coverage. We discovered novel and unexpected lethal mutations in the CTD-interacting domain (CID), thus revealing an unanticipated importance for this domain. Overall, our results demonstrate the power of our mutation scanning platform to map critical residues underlying essential cellular processes. ### Competing Interest Statement The authors have declared no competing interest. European Molecular Biology Organization, https://ror.org/04wfr2810, ALTF 889-2022
doi.org
September 10, 2025 at 3:40 PM
Reposted by Lukas Hafner
Have you ever wondered what increasing environmental stress will do to microbial communities?

In our new preprint, @martinadalbello.bsky.social, Jeff Gore and I studied the impact of salinity on microbial community composition and function. 🧵 (1/5)
www.biorxiv.org/content/10.1...
Microbial communities demonstrate robustness in stressful environments due to predictable composition shifts
Environmental stress reduces species growth rates, but its impact on the function of microbial communities is less clear. Here, we experimentally demonstrate that increasing salinity stress shifts com...
www.biorxiv.org
August 25, 2025 at 2:33 PM
Reposted by Lukas Hafner
Innovation is like falling asleep. You can create the right conditions for it, but you can’t force it to occur.

There’s a beautiful irony that all of our technologies rely on a phenomenon that fundamentally can’t be controlled.
August 19, 2025 at 12:16 PM
Reposted by Lukas Hafner
A new version of gcplyr (1.12.0) has just been released and is available now from CRAN and github. This update fixes a handful of bugs along with some improvements to the documentation

mikeblazanin.github.io/gcplyr/
Wrangle and Analyze Growth Curve Data
Easy wrangling and model-free analysis of microbial growth curve data, as commonly output by plate readers. Tools for reshaping common plate reader outputs into tidy formats and merging them with desi...
mikeblazanin.github.io
July 29, 2025 at 5:00 PM
Reposted by Lukas Hafner
How likely are SNP-based phenotypic reversions during human infection/coloniziation?

Our latest paper on the rare CF pathogen B. dolosa -- a great collaboration with folks I've worked with since my PhD and led by Alex Poret -- adds to the evidence that reversions are likely in large populations.
De novo mutations mediate phenotypic switching in an opportunistic human lung pathogen - Nature Communications
Bacteria evolving within humans employ strategies to overcome trade-offs. Here, the authors report that the cystic fibrosis-associated pathogen Burkholderia dolosa alternates phenotypes in vivo by acc...
www.nature.com
July 23, 2025 at 4:35 PM
Reposted by Lukas Hafner
Finally online!
Our latest research is out @nature.com: We show that non-antibiotic drugs can disrupt colonization resistance, raising the risk of enteric infections.
rdcu.be/ewwrG
Non-antibiotics disrupt colonization resistance against enteropathogens
Nature - Non-antibiotic drugs from a wide range of therapeutic classes can alter the ability of gut commensals to resist invasion by enteropathogens, a previously underappreciated side effect of...
rdcu.be
July 16, 2025 at 9:20 PM
Reposted by Lukas Hafner
Published in Nature today! Here, we sought to systematically ask how natural community's metabolism changes with the environment. A simple consumer-resource model can predict N-cycle metabolism (nitrate use) and, more importantly, the mechanism behind its change.
www.nature.com/articles/s41...
Functional regimes define soil microbiome response to environmental change - Nature
Experimental perturbation of soil pH leads to a generalizable model of the soil microcosm comprising three functional regimes with distinct mechanisms linking environmental change to metabolite dynami...
www.nature.com
July 16, 2025 at 3:19 PM
Reposted by Lukas Hafner
Prophages block cell surface receptors to preserve their viral progeny www.nature.com/articles/s41...
Prophages block cell surface receptors to preserve their viral progeny - Nature
Zip promotes the accumulation of free phages in bacterial lysogen communities, safeguarding phage progeny.
www.nature.com
July 16, 2025 at 4:14 PM
Reposted by Lukas Hafner
My quote of the day

As a consequence, geneticists described evolution simply as a change in gene frequencies in populations, totally ignoring the fact that evolution consists of the two simultaneous but quite separate phenomena of adaptation and diversification.

Ernst Mayr
July 14, 2025 at 11:40 AM
When you still see microbial populations and communities everywhere after a week at the #GRCMicroPop

#JackWhitten #moma
July 12, 2025 at 4:30 PM
Reposted by Lukas Hafner
The science was cutting edge, and the company was unparalleled- thank you everyone for such a welcoming and thrilling #GRCMicroPop! Looking forward to cyberstalking all your google scholar profiles ❤️
July 11, 2025 at 5:30 PM
Reposted by Lukas Hafner
This week I am at the #GRC meeting for Microbial Population Biology. It is my favourite meeting. There is nothing like these small meetings for gathering a community together, and I learn a huge amount here every time. Here is to 40 more years of this incredible conference!
July 10, 2025 at 5:29 AM
Looking back to a fantastic microbial populations GRS&GRC - thanks to all the participants for providing so much food for thoughts!
July 11, 2025 at 7:27 PM
Reposted by Lukas Hafner
An Artificial Intelligence system has learned how to cheat while playing chess. A good reminder of a universal law of evolving complex systems: cheaters are an expected outcome of complexity. Wonder how this will unfold. www.technologyreview.com/2025/03/05/1...
March 6, 2025 at 11:39 AM
Reposted by Lukas Hafner
🧬 Listeria virulence: the key role of gene expression. @biupasteur.bsky.social team from the Institut Pasteur has recently shed new light on a new mechanism that determines virulence by regulating gene expression. ↘️ www.pasteur.fr/en/home/rese... #Listeria
Listeria virulence: the key role of gene expression
The bacterium Listeria monocytogenes can be pathogenic to humans and cause listeriosis, a potentially fatal infection. Until now, the variability in the pathogenicity of Listeria monocytogenes was not...
www.pasteur.fr
January 17, 2025 at 3:03 PM
Reposted by Lukas Hafner
45 days, 500 generations. Our first experimental evolution experiment using @atinygreencell.bsky.social chemistats. Crazy amount of spent media during the process.
December 7, 2024 at 4:29 PM
This paper has been written by AI:
github.com/Technion-Kis...

To see how it works. check out our paper in NEJM AI, describing our "data-to-paper" platform: ai.nejm.org/doi/full/10....
#GenAI #LLMs #LLM
December 4, 2024 at 8:24 AM
Great way to continue here on 🦋: our data-to-paper framework is out in NEJM AI!

Autonomously analyzes data & writes human-verifiable papers.
+Fun AI-human copiloting!

with the amazing Tal Ifargan & Roy Kishony (not on 🦋 yet)

ai.nejm.org/doi/full/10....

Try it out:
github.com/Technion-Kis...
Autonomous LLM-Driven Research — from Data to Human-Verifiable Research Papers
Artificial intelligence (AI) promises to accelerate scientific discovery, but it remains unclear whether AI systems can perform fully autonomous research, and whether they can do so while adhering ...
ai.nejm.org
December 3, 2024 at 6:59 PM
Reposted by Lukas Hafner
Excited to share our study led by @SakenovaNazgul! We used chemical genetics to identify and understand cross-resistance & collateral-sensitivity (CS) between antibiotics and reduced AMR development with CS drug pairs @embl.org with @camille_goemans @EPFL_en www.nature.com/articles/s41...
Systematic mapping of antibiotic cross-resistance and collateral sensitivity with chemical genetics - Nature Microbiology
Resistance to one antibiotic can make bacteria resistant or sensitive to another antibiotic, opening paths for combinatorial treatments. This study presents an approach to systematically discover and ...
www.nature.com
December 2, 2024 at 10:33 AM
How do the stressosome & stress responsiveness contribute to virulence heterogeneity in Listeria monocytogenes?

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

@biupasteur.bsky.social
November 25, 2024 at 12:49 PM
Reposted by Lukas Hafner
Good way to start here on bluesky: excited to share the latest contribution back from my PhD @biupasteur.bsky.social - and the end of a long standing chapter!

Many thanks to everyone involved!

We made a short video summarising our findings:
youtu.be/liJmZ51_Oxg
November 22, 2024 at 8:21 PM