Alessio Ling Jie Yang
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Research Subjects
Alessio Ling Jie Yang has a total of 35 co-authors. Here are the top co-authors by number of shared publications:
- Athanasios Typas
Molecular Systems Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany
5 shared publications - Jacob Bobonis
Division of Microbial Ecology, Centre for Microbiology and Environmental Systems Science, University of Vienna, Vienna, Austria
5 shared publications - Federico Corona
Molecular Systems Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany
3 shared publications - Alexandra Koumoutsi
Genome Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany
2 shared publications - Carlos Geert Pieter Voogdt
European Molecular Biology Laboratory (EMBL), Heidelberg, Germany
2 shared publications - Mikhail M. Savitski
Molecular Systems Biology Unit, European Molecular Biology Laboratory, Heidelberg, Germany
2 shared publications
Latest Publications
- Open Access
Single-site DNA methylation activates retron defence by enabling effector tetramerisation
Retrons are unique among bacterial defence systems in using DNA to sense phage infection. They achieve this by producing multicopy single-stranded DNA (msDNA) that monitors the activity of DNA-targeting phage proteins. Although we understand how extensive msDNA perturbations such as degradation activate retrons, activation by subtle chemical modifications remains enigmatic. Here, we used a structure-function approach to elucidate how single-site msDNA methylation activates Retron-Sen2. The cryo-EM structure of Retron-Sen2 features RcaT, the most prevalent retron effector, sequestered as an inactive dimer within a four-component assembly of previously undescribed architecture. Methylation by DNA adenine methyltransferase disrupts the RcaT-msDNA interaction and exposes a previously occluded interface that enables RcaT dimers to form tetramers, leading to retron disassembly. We show that RcaT dimer–dimer assembly is essential for its toxicity. To assess whether this is a conserved RcaT feature, we characterised additional homologues. RcaTs capable of tetramerisation or higher-order oligomerisation are toxic and form distinct phylogenetic clades from RcaTs that remain dimeric and are non-toxic. Together, our findings provide a paradigm for retron activation by single-site msDNA modifications and showcase how variation in an intrinsic protein property can diversify the toxicity of the same bacterial defence effector during evolution.
Open AccessSingle-site DNA methylation activates retron defence by enabling effector tetramerisation
Retrons are unique among bacterial defence systems in using DNA to sense phage infection. They achieve this by producing multicopy single-stranded DNA (msDNA) that monitors the activity of DNA-targeting phage proteins. Although we understand how extensive msDNA perturbations such as degradation activate retrons, activation by subtle chemical modifications remains enigmatic. Here, we used a structure-function approach to elucidate how single-site msDNA methylation activates Retron-Sen2. The cryo-EM structure of Retron-Sen2 features RcaT, the most prevalent retron effector, sequestered as an inactive dimer within a four-component assembly of previously undescribed architecture. Methylation by DNA adenine methyltransferase disrupts the RcaT-msDNA interaction and exposes a previously occluded interface that enables RcaT dimers to form tetramers, leading to retron disassembly. We show that RcaT dimer–dimer assembly is essential for its toxicity. To assess whether this is a conserved RcaT feature, we characterised additional homologues. RcaTs capable of tetramerisation or higher-order oligomerisation are toxic and form distinct phylogenetic clades from RcaTs that remain dimeric and are non-toxic. Together, our findings provide a paradigm for retron activation by single-site msDNA modifications and showcase how variation in an intrinsic protein property can diversify the toxicity of the same bacterial defence effector during evolution.
- Open Access
- 19 August 2026
- Published by Springer Nature in Nature
- Vol. 658 (8135) , 454-464
Pervasive phosphorylation by phage T7 kinase disarms bacterial defences
Bacteria and bacteriophages are in a constant arms race to develop defence and anti-defence systems, respectively. Currently known phage-encoded anti-defence systems are specific to the activity of the targeted bacterial defence system. Here we identify a mechanism by which the T7 bacteriophage broadly counteracts bacterial defences using protein phosphorylation. Its kinase (T7K), which has been reported to redirect the function of a few host proteins 1–5 , is actually a hyperpromiscuous dual-specificity kinase that phosphorylates nearly all host and phage proteins during infection. The scale of phosphorylation vastly exceeds known phosphosites in Escherichia coli , has no sequence motif specificity and results in a higher proteome-wide phosphorylation density than mammalian cells with around 500 kinases. Stoichiometry analysis of phosphorylation sites revealed strong bias in T7K activity towards nucleic-acid-binding substrates mediated by its C-terminal DNA-binding domain. This highly stoichiometric phosphorylation enables the deactivation of DNA-targeting or DNA-containing bacterial defence systems. We provide mechanistic insights into how T7K weakens DNA-containing Retron-Eco9 through specific phosphorylation events, with single phosphomimetic mutations in key sites of the toxin abolishing defence. Moreover, by screening a large collection of E. coli strains, we provide evidence of broad anti-defence abilities of T7K in nature, as counteracted strains contain diverse bacterial defence systems. T7K homologues are found almost exclusively in phages, with hyperpromiscuous kinase activity probably being enabled by a divergent DFG-like motif in the catalytic centre.
- 19 August 2026
- Published by Springer Nature in Nature
- Vol. 658 (8135) , 454-464
Open AccessPervasive phosphorylation by phage T7 kinase disarms bacterial defences
Bacteria and bacteriophages are in a constant arms race to develop defence and anti-defence systems, respectively. Currently known phage-encoded anti-defence systems are specific to the activity of the targeted bacterial defence system. Here we identify a mechanism by which the T7 bacteriophage broadly counteracts bacterial defences using protein phosphorylation. Its kinase (T7K), which has been reported to redirect the function of a few host proteins 1–5 , is actually a hyperpromiscuous dual-specificity kinase that phosphorylates nearly all host and phage proteins during infection. The scale of phosphorylation vastly exceeds known phosphosites in Escherichia coli , has no sequence motif specificity and results in a higher proteome-wide phosphorylation density than mammalian cells with around 500 kinases. Stoichiometry analysis of phosphorylation sites revealed strong bias in T7K activity towards nucleic-acid-binding substrates mediated by its C-terminal DNA-binding domain. This highly stoichiometric phosphorylation enables the deactivation of DNA-targeting or DNA-containing bacterial defence systems. We provide mechanistic insights into how T7K weakens DNA-containing Retron-Eco9 through specific phosphorylation events, with single phosphomimetic mutations in key sites of the toxin abolishing defence. Moreover, by screening a large collection of E. coli strains, we provide evidence of broad anti-defence abilities of T7K in nature, as counteracted strains contain diverse bacterial defence systems. T7K homologues are found almost exclusively in phages, with hyperpromiscuous kinase activity probably being enabled by a divergent DFG-like motif in the catalytic centre.
- Top Cited PapersOpen Access
- 17 June 2025
- Published by Springer Nature in Molecular Systems Biology
- Vol. 21 (9) , 1166-1189
AlphaDesign: a de novo protein design framework based on AlphaFold
De novo protein design is of fundamental interest to synthetic biology, with a plethora of computational methods of various degrees of generality developed in recent years. Here, we introduce AlphaDesign, a hallucination-based computational framework for de novo protein design developed with maximum generality and usability in mind, which combines AlphaFold with autoregressive diffusion models to enable rapid generation and computational validation of proteins with controllable interactions, conformations and oligomeric state without the requirement for class-dependent model re-training or fine-tuning. We apply our framework to design and systematically validate in vivo active inhibitors of a family of bacterial phage defense systems with toxic effectors called retrons, paving the way towards efficient, rational design of novel proteins as biologics.
- 17 June 2025
- Published by Springer Nature in Molecular Systems Biology
- Vol. 21 (9) , 1166-1189
Top Cited PapersOpen AccessAlphaDesign: a de novo protein design framework based on AlphaFold
De novo protein design is of fundamental interest to synthetic biology, with a plethora of computational methods of various degrees of generality developed in recent years. Here, we introduce AlphaDesign, a hallucination-based computational framework for de novo protein design developed with maximum generality and usability in mind, which combines AlphaFold with autoregressive diffusion models to enable rapid generation and computational validation of proteins with controllable interactions, conformations and oligomeric state without the requirement for class-dependent model re-training or fine-tuning. We apply our framework to design and systematically validate in vivo active inhibitors of a family of bacterial phage defense systems with toxic effectors called retrons, paving the way towards efficient, rational design of novel proteins as biologics.
- Open Access
Pervasive phosphorylation by phage T7 kinase disarms bacterial defenses
Bacteria and bacteriophages are in a constant arms race to develop bacterial defense and phage counter-defense systems. Currently known phage counter-defense systems are specific to (the activity of) the targeted bacterial defense system. Here, we uncover a mechanism by which the T7 bacteriophage broadly counteracts bacterial defenses using protein phosphorylation. We show that the T7 protein kinase (T7K), which was believed to specifically redirect the function of a few host proteins, is in fact a hyper-promiscuous, dual-specificity kinase enacting a massive wave of phosphorylation on virtually all host and phage proteins during infection. The scale of phosphorylation vastly exceeds the number of previously known phosphorylation events in E. coli, has no sequence motif specificity, and results in a higher proteome-wide phosphorylation density than that of mammalian cells which encode ~ 500 kinases. Stoichiometry analysis of phosphorylation sites revealed a strong bias of T7K activity towards nucleic acid-binding substrates, which we show is mediated by its C-terminal DNA-binding domain. This specificity for highly stoichiometric phosphorylation of nucleic acid-binding proteins enables the deactivation of DNA-targeting or -containing bacterial defense systems. We provide mechanistic insight into how T7K weakens two such defense systems, Retron-Eco9 and DarTG1, through specific phosphorylation events, with single phosphomimetic mutations in key sites of the toxins abolishing defense. Finally, by screening a large collection of E. coli strains, we provide evidence of broad counter-defense capacities for T7K in nature, as strains counteracted contain diverse bacterial defense systems.
Open AccessPervasive phosphorylation by phage T7 kinase disarms bacterial defenses
Bacteria and bacteriophages are in a constant arms race to develop bacterial defense and phage counter-defense systems. Currently known phage counter-defense systems are specific to (the activity of) the targeted bacterial defense system. Here, we uncover a mechanism by which the T7 bacteriophage broadly counteracts bacterial defenses using protein phosphorylation. We show that the T7 protein kinase (T7K), which was believed to specifically redirect the function of a few host proteins, is in fact a hyper-promiscuous, dual-specificity kinase enacting a massive wave of phosphorylation on virtually all host and phage proteins during infection. The scale of phosphorylation vastly exceeds the number of previously known phosphorylation events in E. coli, has no sequence motif specificity, and results in a higher proteome-wide phosphorylation density than that of mammalian cells which encode ~ 500 kinases. Stoichiometry analysis of phosphorylation sites revealed a strong bias of T7K activity towards nucleic acid-binding substrates, which we show is mediated by its C-terminal DNA-binding domain. This specificity for highly stoichiometric phosphorylation of nucleic acid-binding proteins enables the deactivation of DNA-targeting or -containing bacterial defense systems. We provide mechanistic insight into how T7K weakens two such defense systems, Retron-Eco9 and DarTG1, through specific phosphorylation events, with single phosphomimetic mutations in key sites of the toxins abolishing defense. Finally, by screening a large collection of E. coli strains, we provide evidence of broad counter-defense capacities for T7K in nature, as strains counteracted contain diverse bacterial defense systems.
- 9 May 2024
- Published by Springer Nature in Nature Protocols
- Vol. 19 (8) , 2231-2249
TAC–TIC, a high-throughput genetics method to identify triggers or blockers of bacterial toxin–antitoxin systems
Toxin–antitoxin systems (TAs) are abundant in bacterial chromosomes and can arrest growth under stress, but usually remain inactive. TAs have been increasingly implicated in halting the growth of infected bacteria from bacteriophages or foreign genetic elements1,2 to protect the population (abortive infection, Abi). The vast diversity and abundance of TAs and other Abi systems3 suggest they play an important immunity role, yet what allows them to sense attack remains largely enigmatic. Here, we describe a method called toxin activation–inhibition conjugation (TAC–TIC), which we used to identify gene products that trigger or block the toxicity of phage-defending tripartite retron-TAs4. TAC–TIC employs high-density arrayed mobilizable gene-overexpression libraries, which are transferred into cells carrying the full TA system or only its toxic component, on inducible vectors. The double-plasmid transconjugants are then pinned on inducer-containing agar plates and their colony fitness is quantified to identify gene products that trigger a TA to inhibit growth (TAC), or that block it from acting (TIC). TAC–TIC is optimized for the Singer ROTOR pinning robot, but can also be used with other robots or manual pinners, and allows screening tens of thousands of genes against any TA or Abi (with toxicity) within a week. Finally, we present a dual conjugation donor/cloning strain (Escherichia coli DATC), which accelerates the construction of TAC–TIC gene-donor libraries from phages, enabling the use of TAC–TIC for identifying TA triggers and antidefense mechanisms in phage genomes.
- 9 May 2024
- Published by Springer Nature in Nature Protocols
- Vol. 19 (8) , 2231-2249
TAC–TIC, a high-throughput genetics method to identify triggers or blockers of bacterial toxin–antitoxin systems
Toxin–antitoxin systems (TAs) are abundant in bacterial chromosomes and can arrest growth under stress, but usually remain inactive. TAs have been increasingly implicated in halting the growth of infected bacteria from bacteriophages or foreign genetic elements1,2 to protect the population (abortive infection, Abi). The vast diversity and abundance of TAs and other Abi systems3 suggest they play an important immunity role, yet what allows them to sense attack remains largely enigmatic. Here, we describe a method called toxin activation–inhibition conjugation (TAC–TIC), which we used to identify gene products that trigger or block the toxicity of phage-defending tripartite retron-TAs4. TAC–TIC employs high-density arrayed mobilizable gene-overexpression libraries, which are transferred into cells carrying the full TA system or only its toxic component, on inducible vectors. The double-plasmid transconjugants are then pinned on inducer-containing agar plates and their colony fitness is quantified to identify gene products that trigger a TA to inhibit growth (TAC), or that block it from acting (TIC). TAC–TIC is optimized for the Singer ROTOR pinning robot, but can also be used with other robots or manual pinners, and allows screening tens of thousands of genes against any TA or Abi (with toxicity) within a week. Finally, we present a dual conjugation donor/cloning strain (Escherichia coli DATC), which accelerates the construction of TAC–TIC gene-donor libraries from phages, enabling the use of TAC–TIC for identifying TA triggers and antidefense mechanisms in phage genomes.