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Niopek Lab

@niopeklab.bsky.social

Lab account for AG Niopek at the University of Heidelberg IPMB Protein Engineering | Allostery | CRISPR | Optogenetics | ML Account is managed by PhD Students https://Niopeklab.de/

166 Followers  |  22 Following  |  28 Posts  |  Joined: 26.11.2024
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Posts by Niopek Lab (@niopeklab.bsky.social)

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a man riding a scooter with the word awesome on the bottom right ALT: a man riding a scooter with the word awesome on the bottom right

β€ͺMany congratulations to first author @neuroscinikolai.bsky.social for his amazing work and to all other authors that were involved, including Anna Von Bachmann for her excellent bioinformatics skills!

13.06.2025 13:52 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Together, POGO-PANCE and RAMPhaGE offer a versatile framework for evolving molecular switches and decoding allosteric architectureβ€”by letting evolution sculpt the signal.

13.06.2025 13:38 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

Using RAMPhaGE, we diversified the AraC–LOV2 linker and applied POGO-PANCE evolution, uncovering a single-residue deletion/substitution that markedly improved switching likely by stabilizing a continuous Ξ±-helix at the sensor-effector junction, yielding near-digital on/off behavior.

13.06.2025 13:38 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

To go beyond point mutations, we also built RAMPhaGE: a retron-recombineering platform for targeted phage genome editing. RAMPhaGE enables targeted and cummulative substitutions, insertions, and deletionsβ€”supporting tunable library design and high-efficiency in vivo diversification.

13.06.2025 13:35 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

Long-read sequencing across POGO-PANCE cycles revealed mutational trajectories and co-evolving networks spanning both AraC and LOV; We observed allosteric communication emerging in real time, structured by alternating selection and mapped as mutational hotspots.

13.06.2025 13:35 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

To overcome this, we developed POGO-PANCEβ€”a system that evolves protein switches by mimicking nature. By alternating positive and negative selection aligned with the presence or absence of an inducer, we yielded Optogenetic AraC-AsLOV2 variants with >1000-fold dark/light expression changes.

13.06.2025 13:35 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

The principles underlying allostery remain elusive; engineering synthetic allostery is an even greater challenge. While tools like ProDomino can identify permissive allosteric insertion sites in proteins, achieving efficient switching output often still requires further optimization.

13.06.2025 13:32 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
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Phage-Assisted Evolution of Allosteric Protein Switches Allostery, the transmission of locally induced conformational changes to distant functional sites, is a key mechanism for protein regulation. Artificial allosteric effectors enable remote manipulation...

Inspired by how nature evolves trigger responsiveness through alternating pressures, we are excited to present POGO-PANCE and RAMPhaGE:

Phage-assisted evolution platforms for engineering allosteric protein switches under dynamic selection.

Preprint: doi.org/10.1101/2025...

13.06.2025 13:29 β€” πŸ‘ 14    πŸ” 3    πŸ’¬ 1    πŸ“Œ 2
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Phage-Assisted Evolution of Allosteric Protein Switches Allostery, the transmission of locally induced conformational changes to distant functional sites, is a key mechanism for protein regulation. Artificial allosteric effectors enable remote manipulation...

Check out the new pre-print from our lab on phage-assisted evolution of light-switchable, allosteric proteins. Congrats to first author @neuroscinikolai.bsky.social, co-corresponding author @jmathony.bsky.social and everyone from the @niopeklab.bsky.social involved!

www.biorxiv.org/content/10.1...

13.06.2025 10:13 β€” πŸ‘ 21    πŸ” 7    πŸ’¬ 0    πŸ“Œ 1

Congratulations to all authors, especially 1st author @pmuench.bsky.social as well as @neuroscinikolai.bsky.social and Matteo Fiumara for their important contributions!
Many thanks to @graeffjohannes.bsky.social for the productive and fun collaboration.

16.12.2024 12:55 β€” πŸ‘ 3    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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A modular toolbox for the optogenetic deactivation of transcription Abstract. Light-controlled transcriptional activation is a commonly used optogenetic strategy that allows researchers to regulate gene expression with high

Excited to announce our optogenetic transcriptional deactivation toolbox is now out in its final form at Nucleic Acids research: academic.oup.com/nar/advance-....

16.12.2024 12:54 β€” πŸ‘ 11    πŸ” 5    πŸ’¬ 1    πŸ“Œ 1
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Many congratulations to first author @bene837.bsky.social for his amazing work and to all other authors that were involved into the extensive experimental validation, especially @pegish.bsky.social and Sabine Aschenbrenner.

05.12.2024 10:01 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Especially the chemically regulated Cas12a variants showed potent editing and extremely strong response to the inducer. Importantly, all our reported protein switches were generated without any downstream optimization.

05.12.2024 10:00 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

Using ProDomino, we created potent optogenetic variants of the puromycin and chloramphenicol antibiotic resistances. Moreover, we engineered blue light-responsive Cas9-VPR transcriptional activators and light- or cortisol-dependent variants of MbCas12a.

05.12.2024 10:00 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

This approach, together with ESM-2-based embeddings and a masking strategy enabled us to train a model that showed high success rates in the subsequent wetlab validation.

05.12.2024 10:00 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

A main limitation is the absence of sufficiently large experimental datasets that could be used to train ML models. For our new model ProDomino (protein domain insertion optimizer), we leveraged intradomain insertions in natural proteins identified based on CATH/Interpro annotations.

05.12.2024 10:00 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

Allosteric protein switches are usually created by inserting a receptor domain into an effector protein. However, the identification of suitable insertion sites remained challenging and nearly impossible to predict.

05.12.2024 09:59 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
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Rational engineering of allosteric protein switches by in silico prediction of domain insertion sites Domain insertion engineering is a powerful approach to juxtapose otherwise separate biological functions, resulting in proteins with new-to-nature activities. A prominent example are switchable protei...

We are thrilled to share ProDomino a model for the prediction of domain insertion sites in proteins. Our approach enables the simple and rapid engineering of highly potent switchable proteins, as we exemplify by creating novel inducible variants of Cas9 and Cas12a.

www.biorxiv.org/content/10.1...

05.12.2024 09:59 β€” πŸ‘ 24    πŸ” 13    πŸ’¬ 1    πŸ“Œ 4

Deep congrats to co-first authors @lucabrenker.bsky.social , Sabine Aschenbrenner, and Felix Bubeck as well as all other authors.

26.11.2024 12:09 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

On the fly, we also created circularly permuted variants of human receptor domains that should be well-suited for allosteric protein control beyond the anti-CRISPR space.

(2/3)

26.11.2024 11:34 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
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A Versatile Anti-CRISPR Platform for Opto- and Chemogenetic Control of CRISPR-Cas9 and Cas12 across a Wide Range of Orthologs CRISPR-Cas technologies have revolutionized life sciences by enabling programmable genome editing across diverse organisms. Achieving dynamic and precise control over CRISPR-Cas activity with exogenou...

New pre-print from our group reporting engineered, broad-spectrum anti-CRISPR proteins based on AcrIIA5, a type II inhibitor, and AcrVA1, a type V inhibitor, for opto- and chemogenetic control of CRISPR-Cas9 and -Cas12a:
www.biorxiv.org/content/10.1...

(1/3)

26.11.2024 11:34 β€” πŸ‘ 10    πŸ” 5    πŸ’¬ 1    πŸ“Œ 2

Deep congrats to co-first authors Luca Brenker, Sabine Aschenbrenner, and Felix Bubeck as well as all other authors.

26.11.2024 11:33 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

On the fly, we also created circularly permuted variants of human receptor domains that should be well-suited for allosteric protein control beyond the anti-CRISPR space.

2/3

26.11.2024 11:33 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

Congrats to co-first authors Tobias Stadelmann, Daniel Heid and @mjendrusch.bsky.social as well as everyone involved.

(4/4)

26.11.2024 11:31 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Moreover, we find that AcrIIA5 can actually inhibit Cas9 DNA binding in E. coli to some extent, a property which can be enhanced by certain mutations within or close to its internal IDR.

(3/4)

26.11.2024 11:30 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

We here report comprehensive single mutation maps for two anti-CRISPR proteins, AcrIIA4 and AcrIIA5, and identify mutation tolerant regions of interest for Acr engineering.

(2/4)

26.11.2024 11:30 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
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A deep mutational scanning platform to characterize the fitness landscape of anti-CRISPR proteins Abstract. Deep mutational scanning is a powerful method for exploring the mutational fitness landscape of proteins. Its adaptation to anti-CRISPR proteins,

Now out in Nucleic Acids Research: A deep mutational scanning platform to characterize the fitness landscape of anti-CRISPR proteins: doi.org/10.1093/nar/...

(1/4)

26.11.2024 11:30 β€” πŸ‘ 9    πŸ” 6    πŸ’¬ 1    πŸ“Œ 0

Moreover, we find that AcrIIA5 can actually inhibit Cas9 DNA binding in E. coli to some extend, a property which can be enhanced by certain mutations within or close to its internal IDR.

26.11.2024 11:28 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Hello! Would you mind adding us? Thank you πŸ˜„

26.11.2024 09:58 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
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A deep mutational scanning platform to characterize the fitness landscape of anti-CRISPR proteins Abstract. Deep mutational scanning is a powerful method for exploring the mutational fitness landscape of proteins. Its adaptation to anti-CRISPR proteins,

Our paper on DMS of anti-CRISPR proteins is out in it's final form Nucleic Acids Research!
Many congrats to first authors Tobias and Michael! It was lots of fun to see the story develop.

academic.oup.com/nar/advance-...

22.11.2024 18:19 β€” πŸ‘ 10    πŸ” 5    πŸ’¬ 1    πŸ“Œ 0