Nature Chemistry
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Preprints posted in the last 30 days, ranked by how well they match Nature Chemistry's content profile, based on 42 papers previously published here. The average preprint has a 0.04% match score for this journal, so anything above that is already an above-average fit.
Watabe, M.; Kuramochi, T.; Fukushima, M.; Kinoshita, M.; Akiba, H.; Ban, K.; Hashimoto, M.; Uchida, N.; Kenta Arai, K. A.; Nakabayashi, T.; Buchner, J.; Muraoka, T.; Okumura, M.
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Dynamic biomolecular condensates play crucial roles in intracellular compartmentalization and physiological functions. While engineering tools for compartmentalization have expanded add-on functionalities, directly amplifying the inherent catalytic machinery within biological phase-separated droplets has remained elusive. Herein, we developed a phase-separated oxidative folding reaction chamber based on protein disulfide isomerase A6 (PDIA6) by chemically targeting its active site CxxC motif to enhance enzymatic activity within PDIA6 droplets. A para-substituted N-methylated pyridinylmethanethiol (pMePySH) enhanced the catalytic oxidative folding of bovine pancreatic trypsin inhibitor, proinsulin, and antibody up to 12-fold within in vitro PDIA6 droplets. Furthermore, pMePySH targeted PDIA6 foci within the endoplasmic reticulum, significantly promoting insulin secretion. These findings offer a powerful platform for the spatiotemporal manipulation of protein folding, with profound implications for the scalable manufacturing of therapeutic antibodies and other complex biopharmaceuticals.
Mutter, A. C.; Uvaydov, A.; Andersen, E. M. E.; Morsi, S.; Beck, S.; Khan, M.; Palfey, B. A.; Lubner, C.; Koder, R. L.
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The emergence of respiratory, photosynthetic, and assimilatory complexes in evolution required proteins capable of binding multiple catalytic and electron-transfer cofactors while exerting fine control over their spatial arrangement. Across natural systems these cofactors are preferentially positioned in loop regions. In contrast, most protein design strategies have focused on installing cofactor-binding sites within helical elements. Here we show that introducing only a pair of appropriately placed histidine ligands into the interhelical loop regions of a canonical single-chain four-helix bundle is sufficient to create new well-defined high affinity heterocofactor binding sites. This simple modification enables the self-assembly of complexes containing up to three distinct cofactors in a single designed domain with positional specificity. Using this strategy, we creat-ed constructs containing one or two hemes in combination with Zn(II) phthalocyanine monosulfonate, Zn-heme, and the light-harvesting Zn(II) tetraphenylporphyrin tetrasulfonate. Fluorescence measurements of constructs containing the latter show efficient energy transfer between photoactive donor cofactors. By demonstrating that loop-embedded ligands support robust, modular, and evolutionarily plausible cofactor recruitment, this work provides a mechanistic explanation for the widespread placement of redox and catalytic cofactors in loops in natural proteins: only limited packing complementarity is needed, meaning that just a few mutations can introduce a functional cofactor binding site, after which additional mutations can tune affinity, reactivity, and specificity. More importantly, it establishes a straightforward path toward constructing func-tional protein domains that mirror the complexity of biological energy-conversion architectures.
Zhang, Y.; Han, H. L.; Ortigosa-Pascual, L.; Miles, U. Z.; Snow, F.; Tu, D.; Meisl, G.; Nott, T. J.; Laman, H.; McShan, A. C.; Sahtoe, D. D.; Knowles, T. P. J.
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The non-amyloid {beta} component (NAC) domain of alpha synuclein (Syn) drives Syn aggregation in Parkinson disease, yet as an intrinsically disordered segment it lacks a stable epitope for conventional ligand discovery. Using deep learning-based protein design, we generated compact single-chain binders that take advantage of the propensity of the NAC domain to adopt an extended {beta}-strand conformation, which they engage and stabilise. From 21 expressed designs, 3 engaged the target both in vitro and within live cells. A single round of partial diffusion improved their affinity, maturing the strongest binder to a dissociation constant of 1.94 nM with no detectable cross-reactivity to tau, amylin or amyloid {beta}. Solution NMR spectroscopy confirmed Syn peptide association with all three binders and showed that peptide binding induces conformational changes consistent with the intended design architecture. Each binder engaged a distinct point on the aggregation pathway. Kinetic analysis combining seeded aggregation with the measured affinities for monomer, oligomer and fibril resolved the specific microscopic step that each binder inhibits. Notably, the most potent binder acted by selectively capturing on-pathway oligomers, the species most closely linked to toxicity, and suppressed fibril formation at substoichiometric ratios without engaging the bulk monomer. Together, these findings establish de novo-designed Syn binders that selectively target distinct aggregation intermediates to mechanistically reshape Syn assembly, providing a framework for the rational design of aggregation-modifying proteins.
Ghirlanda, G.;Fabry, R.;Rahman, M.;Banerjee, A.
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Biomolecular condensates formed through liquid-liquid phase separation (LLPS) compartmentalize biochemical reactions without enclosing membranes, enabling spatiotemporal control over diverse cellular processes. Engineering genetically encoded proteins that phase separate in response to defined chemical inputs remains a central challenge for synthetic biology. Here, we report a coiled-coil peptide polymer, M1, that undergoes cofactor-dependent condensation both in vitro and in Escherichia coli. M1 is an ABA triblock construct comprising two terminal helical domains connected by a flexible, intrinsically disordered linker. The terminal domains are derived from a heme-responsive coiled-coil motif that is destabilized in the apo state but assembles into a four-helix bundle upon metalloporphyrin coordination. We demonstrate that M1 forms condensates exclusively in its cofactor-bound state, both in vitro and in cells. In E. coli, these intracellular condensates accumulate at the cell poles in a concentration-dependent manner. Depletion of cellular heme biosynthetic capacity suppressed condensate formation, which was rescued by supplementation with the heme precursor {delta}-aminolevulinic acid ({delta}-ALA) and iron, consistent with metalloporphyrin coordination triggering assembly. The condensates retain peroxidase activity characteristic of heme-containing proteins and catalyze the oxidation of Amplex Red to resorufin both in vitro and in living cells. These results establish metalloporphyrin binding as a molecular switch for condensate biogenesis in a structured peptide polymer, directly coupling cofactor coordination, mesoscale assembly, and catalytic function within a single designed system. SYNOPSIS O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=71 SRC="FIGDIR/small/734084v1_ufig1.gif" ALT="Figure 1"> View larger version (16K): org.highwire.dtl.DTLVardef@9f7f08org.highwire.dtl.DTLVardef@14cf3dforg.highwire.dtl.DTLVardef@11ee553org.highwire.dtl.DTLVardef@161e109_HPS_FORMAT_FIGEXP M_FIG C_FIG
Abakah, B.; Shimogawa, M.; Miranda-Castrodad, P.; Rhoades, E.; Petersson, E. J.
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-Synuclein (S), a protein that plays a central role in Parkinsons disease and related synucleinopathies, is an intrinsically disordered protein (IDP) whose functional interactions and aggregation behavior can be strongly influenced by post-translational modifications (PTMs). Phosphorylation, acetylation, and other PTMs regulate Ss interactions with lipid membranes and binding partners, whereas their dysregulation is associated with aggregation and neuronal toxicity. Despite significant progress through chemical and semi-synthetic approaches, investigating the combinatorial effects of PTMs has remained challenging due to the lack of accessible, site-specific methods. Here, we present an integrated strategy combining genetic code expansion, enzymatic modification, and intein-mediated click chemistry to generate S variants bearing multiple defined PTMs and a C-terminal fluorescent label. The resulting constructs enable direct evaluation of how individual and combined PTMs influence S structure, lipid binding, and cellular internalization. Our approach expands the molecular toolkit for dissecting PTM crosstalk in S and other aggregation-prone IDPs, advancing mechanistic understanding and supporting the development of therapeutic strategies for neurodegenerative disease.
Oehlmann, N. N.; Schmidt, F. V.; Chen, J.; Prinz, S.; Zarzycki, J.; Claus, P.; Kahnt, J.; Erb, T. J.; Rebelein, J. G.
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The iron (Fe) nitrogenase drives bacterial methane (CH4) formation by converting carbon dioxide (CO2) to CH4 in a single enzymatic step. Enhancing the initial CH4 formation activity of Fe-nitrogenase and expanding the product spectrum to hydrocarbon chains could lead to a route for sustainable feedstock chemicals. Here, we performed the first directed evolution campaign on the Fe-nitrogenase aimed at optimizing the hydrocarbon production. We achieved an ~8-fold increase in CH4 formation by Fe-nitrogenase expressing Rhodobacter capsulatus cultures in three rounds of site-saturation mutagenesis. The best performing mutant (F362ManfD, Y85FanfD, T360SanfD) extends the in vivo product spectrum of the nitrogenase to ethane (C2H6) and exhibits 6-fold higher rates for CO production in vitro, whereas the formation of the undesirable byproduct formate was abolished. Electron microscopy-based structural analysis identified a methionine and water potentially stabilizing the transition state and fine-tuning the CO2 reduction mechanism and activity.
Liu, Y.; Ruehmann, B.; Melse, O.; Bayaraa, T.; Kampl, L.; Doering, M.; Sieber, V.
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Xanthan is a structurally complex exopolysaccharide produced by Xanthomonas campestris and one of the most extensively studied microbial biopolymers. As a sustainable alternative to petroleum-based polymers, its broader application requires precise control of polysaccharide decoration, yet the enzymatic basis of these modifications remains incompletely understood. Here, we characterise the activity and substrate scope of GumG, an AT-3 domain-containing membrane-bound acetyltransferase responsible for xanthan O-acetylation. Using mass spectrometry in combination with in vitro and in vivo assays, we show that GumG mediates non-specific acetylation of the outer mannose residue and displays pronounced substrate promiscuity. GumG also exhibits limited propionyltransferase activity, enabling the biosynthesis of hybrid acetylated-propionylated xanthan at an 8.27:1 ratio. Molecular docking and analysis of 31 xanthan variants identify a cytoplasmic substrate-binding pocket defined by Val67 and Phe71 that governs donor specificity, and an engineered GumG variant (F71L) shows enhanced propionyltransferase activity. In addition, a periplasmic His40-Trp143-Asp246-His297 motif is proposed to constitute the catalytic center. Together, these findings provide mechanistic insight into GumG multifunctionality and establish a framework for engineering xanthan derivatives with tailored physicochemical properties.
Sumang, F. A.; Stevens, M. T.; Britton, W. J.; Errington, J.; Dashti, Y.
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Thiopeptides are ribosomally synthesized and post-translationally modified peptides (RiPPs) that form complex bioactive scaffolds through extensive enzymatic tailoring. The polyglycosylated thiopeptides persiathiacins, exhibit potent activity against multidrug-resistant Mycobacterium tuberculosis (Mtb) and methicillin-resistant Staphylococcus aureus (MRSA). The persiathiacin biosynthetic gene cluster encodes six cytochrome P450 (CYP) enzymes, but the logic of their oxidative modifications was unknown. Here, we establish a protoplast-based genetic system for Actinokineospora and systematically assign functions to all P450s. We demonstrate that PerX hydroxylates the central thiazole, PerV installs the third indole-core crosslink required for macrocyclization, and PerT, not PerU, catalyses indole N-hydroxylation. Combined gene inactivation and metabolite profiling reveal a hierarchical enzymatic sequence leading to the mature scaffold prior to sugar installation. Notably, the intermediate accumulating in the {Omega}perX mutant exhibits enhanced anti-M. tuberculosis potency compared to persiathiacin A (IC50 = 0.07 vs 1.5 g mL1). These results define the enzymatic logic and temporal organization of persiathiacin biosynthesis, providing a conceptual framework for rational diversification of complex thiopeptide natural products.
Aljabbari, A.; Binion, H.; Dasaro, S.; Mitra, H.; Bethiana, T.; Harris, G.; Zhou, X.; Baghbanbashi, M.; Barrio-Zhang, A.; Perez Herrera, D.; Figueiredo, M.; Wilson, B.; Ardekani, A. M.; Ristroph, K.
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Lipid nanoparticles (LNPs) are conventionally produced through mixing of lipids dissolved in ethanol against a buffer containing RNA. An alternative strategy offering improved cold-chain stability involves formulating empty LNPs (eLNPs), removing ethanol, and post hoc loading (PHL) RNA into the aqueous eLNPs. The kinetics of this approach remain unknown. Here, we employ a flowthrough small-angle X-ray scattering (SAXS) setup based on a confined impinging jets (CIJ) mixer to probe PHL kinetics. We show that RNA PHL in a scalable CIJ mixer is efficient and reproducible, and that SAXS data confirms that this process concludes within ~12 ms under favorable conditions in rapid turbulent micromixing, suggesting a diffusion-limited aggregation mechanism. Favorable conditions were identified as an acidic pH 5.5 buffer combined with turbulent CIJ mixing. In contrast, PHL performed with a neutral pH 7.4 buffer using a CIJ mixer or under laminar flow with a pH 5.5 buffer resulted in inefficient PHL.
Roy, M.;Hoenders, D.;Civit, L.;Valero, J.;Walther, A.
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Naturally occurring biomolecular condensates orchestrate key cellular processes by creating spatially distinct reaction environments, yet engineering synthetic condensates that combine structural programmability with spatioselectively encoded function remains challenging. Here we report multiphase DNA-RNA artificial cells (ACs) that embed functional RNA condensates as organelle-like compartments within programmable DNA core-shell ACs. A single thermal assembly protocol yields three-phase ACs comprising a glassy RNA core organelle embedded in a liquid-like DNA compartment, surrounded by a crosslinked DNA shell. The RNA organelles contain aptamer function, enabling selective protein recruitment and small-molecule activation, while the DNA scaffold provides independent addressability, regulates RNA-condensate size and enhances resistance to serum-mediated degradation. We further show that RNA chemistry can be used to adjust environmental responsiveness: unmodified RNA organelles undergo rapid degradation in serum and release captured protein cargo, whereas 2'-fluoro-modified RNA organelles remain stable for at least 24 h. Finally, by coupling transcriptional modules localized in the DNA core to cell-free protein translation in the surrounding medium, we establish sender-receiver communication between AC populations and self-actuating signal processing within individual DNA-RNA ACs. These results establish hybrid nucleic-acid ACs as programmable, spatially organized systems that couple compartment architecture, RNA molecular recognition and biochemical communication. TOC Figure O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=125 SRC="FIGDIR/small/733869v1_ufig1.gif" ALT="Figure 1"> View larger version (43K): org.highwire.dtl.DTLVardef@6f2237org.highwire.dtl.DTLVardef@2f7950org.highwire.dtl.DTLVardef@c59d57org.highwire.dtl.DTLVardef@1dcd0b1_HPS_FORMAT_FIGEXP M_FIG C_FIG Multiphase DNA-RNA artificial cells integrate a protective DNA shell, a transcriptionally active DNA core, and a functional RNA organelle. Spatial compartmentalization enables signal generation, external protein expression, and selective recapture via RNA aptamers.
Smith, C.; Maggiolo, A. O.; Jonosko, C.; Charette, M. E.; Paul, N.; Toth, M.; Calero, G.; Carr, S. M.; Russi, S.; Vakulenko, S. B.; Deiters, A.; Cohen, A. E.
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We present CAGE-TRX, a broadly applicable time-resolved strategy for pump/release-quench-probe cryocrystallography and pump/release-probe room temperature serial crystallography. These workflows enable light-triggered control of enzyme activity via genetically encoded photocaged amino acids. By decoupling reaction initiation from substrate design, this approach allows synchronized catalysis in crystallo and the capture of transient intermediates. Using {beta}-lactamases as model systems, we demonstrate efficient decaging, restoration of activity, and structural visualization of reaction intermediates.
Elias, R. D.; Allen, S.; Demiralp, I. I.; O'Neill, R. T.; Shäfer, J.-H.; Siems, H.; Montabana, E. A.; Ermel, U. H.; Ash, C.; Abdurrob, F.; Yacoubian, D. A.; Lederberg, O. L.; Serwas, D.; Agard, D. A.; Cravatt, B. F.; Kelly, J. W.
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The lysosome is a major catabolic organelle responsible for the breakdown of both intra- and extracellular substrates1,2. Lysosomal membrane damage mediated by pathologic amyloid fibrils is an area of recent focus3-6. The dipeptide ester LLOMe is typically employed to model lysosomal membrane damage7-11; however its mechanism of membranolysis was previously incompletely understood. Here, in vitro and cell-based analyses, and cryo-electron microscopy and tomography studies reveal LLOMe-derived oligopeptides generated by the lysosomal protease Cathepsin C assemble into cross-{beta}-sheet amyloid fibrils within the lysosome. Additionally, we report lysosome membrane damage triggers the broadly nonspecific dipeptidyl ligase activity of Cathepsin C, facilitating the tagging of proximal proteins within the damaged lysosome lumen with a click chemistry handle: to our knowledge, the first reported localized proximity labeling approach exploiting a fully endogenous, non-engineered enzyme. While Cathepsin C ligase activity has been demonstrated in vitro12,13, our observations of dipeptidyl ligation onto proximal proteins in cells suggests an unexplored role of Cathepsin C in lysosomal biology and broadly exemplifies how other endogenous enzymes might be similarly exploited for proximity labeling. Altogether our results unveil two mechanisms by which dipeptide esters perturb lysosomal homeostasis and provide a roadmap for their utilization toward targeted studies of the lysosome.
Arai, S.; Inagaki, T.; Harada, J.; Azai, C.; Kondo, T.
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Chlorosomes are the largest known photosynthetic light-harvesting antennas, yet unlike protein-based antennas, they lack protein scaffolds that organize pigment molecules and instead contain self-assembled tubular and lamellar bacteriochlorophyll aggregates. How these antennas achieve directional and efficient energy transfer has remained unresolved. By applying ultrafast transient absorption spectroscopy to individual wild-type and mutant chlorosomes, we resolved six kinetic components obscured by ensemble averaging and assigned each to either lamellar or tubular aggregates. Lamellar aggregates expand light-harvesting capacity, whereas tubular aggregates serve as the primary energy donors to the baseplate. Such structural heterogeneity is therefore not merely suppressed but tuned to balance light-harvesting capacity with robust energy delivery. These findings reveal a division-of-labor strategy among pigment aggregates for efficient light harvesting without protein scaffolds.
Polanco, D.; Pele, K. G.; Mairo, A.; Martinez-Monge, M.; Moreno, N.; Cremades, N.
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While the physical aging of biomolecular condensates into macroscopic glasses is heavily linked to pathological disease states, the nanoscale topological rules governing this non-equilibrium relaxation remain elusive. Using heterotypic alpha-synuclein-Tau coacervates, we combine variable-stringency dissolution and FLIM-FRET to provide direct experimental mapping of the internal network reorganization over time. Rather than a passive, isotropic kinetic jamming event typical of classic glasses, we demonstrate that this physical aging is driven by continuous rheostatic network consolidation; a progressive, directed topological relaxation toward deeper free-energy minima powered by the cooperative spatial optimization of sticker motifs. We formalize these dynamics into a mesoscale series-resistance model derived from size-resolved kinetics, proving that thermodynamic quench depth dictates the initial network state while clustered sticker patterning introduces configurational frustration that kinetically stalls maturation to preserve liquidity. This multi-scale framework links sequence grammar to non-equilibrium transport laws, revealing how biomolecular assemblies navigate the boundary between physiological utility and pathological arrest.
Xu, G.; Wang, C.; Kang, M.; Chen, J.; Wei, J.; Zhao, Q.; Liu, M.; Li, C.
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Serotonin is a key neurotransmitter, and aptamer-based tools using the 44 nt Apt44 have been successfully developed for its in vitro and in vivo detection. Nevertheless, the structural basis of recognition by this aptamer remains unclear. Here we report high resolution NMR structures of Apt38, a 6-nt truncated variant in the third loop of Apt44, in free and serotonin-bound states. Both structures reveal a two layered antiparallel chair type G quadruplex core with three edgewise loops and a terminal duplex, forming a G quadruplex duplex hybrid structure. Serotonin binds at the G quadruplex duplex junction, stabilized by stacking, electrostatic attraction, hydrogen bonding, and hydrophobic contacts. Apt38 is preorganized for binding, whereas the longer third loop of Apt44 introduces conformational dynamics into the G quadruplex scaffold, which enables a pronounced binding triggered conformational switch in PBS buffer, explaining its sensing mechanism. Our work reveals the recognition and sensing mechanism of the serotonin aptamer and provides a framework for aptamer design in serotonin biosensing.
Sang, R.;Goldys, E.;Deng, F.
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Achieving precise control of CRISPR/Cas trans-cleavage depends on understanding how nucleic acid activators engage Cas effectors, yet the fundamental principles of split-trigger activation of Cas12a remain unclear. Here, we uncover the mechanistic determinants that enable fragmented nucleic acids to collectively initiate Cas12a activity. We show that split triggers bearing external extensions fully support the R-loop formation, whereas internal extensions which disrupt the spacer complementarity abolish Csa12a activation. We further demonstrate that covalent linkage of split-trigger fragments prevents R-loop propagation, revealing that Cas12as activation strictly requires two physically independent split fragments. Together, these findings establish a synergistic split-trigger activation mechanism in which cooperative hybridization of two individually fragments nucleates and extends the Cas12a R-loop with high efficiency. Conceptually, this mechanism enables a cascade architecture that transforms CRISPR diagnostics from a one-target one-Cas ribonucleoprotein (RNP) paradigm into a highly amplifying process in which a single target molecule activates numerous downstream Cas RNPs. Building on this principle, we show that the cleavage of a rationally designed linear DNA-RNA-DNA mediator by LbuCas13a generates optimally configured split triggers for Cas12a activation, thereby coupling RNA recognition to large-scale Cas12a activation without enzymatic preamplification. The resulting Split Trigger Activated Cas13-Cas12 Cascade System (STACS) achieves amplification-free detection down to 1 copy/{micro}L within 15 minutes and maintains robust performance in complex biological (serum, saliva) and environmental (mud) matrices. This work establishes a generalizable strategy for engineering programmable CRISPR cascades with high Cas RNP activation multiplicity for ultrasensitive molecular diagnostics. Graphic abstract.Mechanism and detection workflow of the Split Trigger Activated Cas13-12 Cascade System (STACS). O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=101 SRC="FIGDIR/small/734747v1_ufig1.gif" ALT="Figure 1"> View larger version (19K): org.highwire.dtl.DTLVardef@1407364org.highwire.dtl.DTLVardef@57d5f5org.highwire.dtl.DTLVardef@a00693org.highwire.dtl.DTLVardef@fab93_HPS_FORMAT_FIGEXP M_FIG C_FIG
Gallo, G.; Sieber, A.; Hellwig, M.; Fuerst, M. J. L. J.; Lassak, J. M.
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The ribosome's DNA-encoded production of defined polymer sequences is naturally limited to 22 amino acids. Although the translation machinery has the latent capacity to polymerize backbone-modified substrates, including {beta}-amino acids, this potential is constrained by the intrinsic -selectivity of native aminoacyl-tRNA synthetases. Here, we address this limitation by "reverse engineering" the Escherichia coli protein ligase EpmA. Naturally activating (R)-{beta}-lysine, EpmA evolved to discard its tRNA-binding domain in favor of protein recognition. By grafting the anticodon-binding domain of the canonical lysyl-tRNA synthetase, LysRS, onto EpmA, we created the chimeric enzyme chEpmA. To our knowledge, this represents the first successful reprogramming of a protein ligase into a functional aminoacyl-tRNA synthetase. We demonstrate that chEpmA serves as a versatile dual-specificity platform: it efficiently charges tRNAs with the non-canonical backbone (R)-{beta}-lysine, and a single substitution unlocks the scaffold for -substrates, thereby enabling a broad spectrum of post-translational modifications previously inaccessible to genetic code expansion. This repertoire ranges from acylated lysines such as N{varepsilon}-succinyl-(S)- lysine (Ksucc) and bulky modifications such as biocytin to advanced glycation end products (AGEs) including N{varepsilon}-carboxymethyl-(S)- lysine (CML). Our work establishes a structural blueprint for mobilizing non-canonical substrates, paving the way for the biosynthesis of protease-resistant peptidomimetics and next-generation therapeutics.
Saeed, H.;Lewis, M.;Fujiwara, T.;Huang, J.;Konno, M.;Mori, K.;Yoshizawa, S.;Inoue, K.;Pan, T.;Wang, Y.;Yang, A.;Huang, W.
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We developed an AI-guided design pipeline that generated and validated non-natural microbial rhodopsins with spectral properties not yet known in nature. The pipeline comprised a three-stage in silico design, a genetic algorithm (GA) for sequence generation, a stacked LASSO and XGBoost machine-learning (ML) regressor for spectral prediction and fitness ranking, and a Markov-based sequence plausibility filter to enforce proton pumping like characteristics. Four candidate rhodopsins (APR1, APR2, APR6, and APR7) targeting blue light absorption were designed and AlphaFold3 structural modelling predicted retinal binding pocket architecture consistent with outward proton-pumping function. Experimental characterisation confirmed that all four variants absorbed light at [~]410 nm and significantly promoted the growth of Cupriavidus necator under blue light illumination. This study demonstrates that AI-enabled design can engineer proteins with no natural precedent, generating light-harvesting rhodopsins with novel spectral properties while preserving biological function, marking a significant advance in programmable synthetic biology.
Chim, H. Y.; Idris, M. O.; Rieger, D.; Schlegel, P.; Goldbach, N. M.; Juanatey, M. A.; Mallik, B. B.; Buckley, S.; Basak, S.; Georgeon, S.; Lau, K.; Pojer, F.; Kaysser, L.; Tinnefeld, P.; Schoeder, C. T.; Correia, B. E.; Khmelinskaia, A.
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Protein oligomers are ubiquitous in biological systems and essential for function. However, the de novo design of oligomers that controllably assemble in response to exogenous stimuli remains challenging. Here, we present an AI-based generative approach that leverages an interface-seeded strategy for designing responsive homo-oligomers from isolated interaction modules. Experimentally validated designs are highly accurate and explore new-to-nature topologies. We show that designs effectively respond to their chemical triggers with conditional oligomerization or to phosphorylation-driven conformational changes with reversible oligomerization. We further functionalized our responsive assemblies to build ligand-dependent membrane binding systems and phosphorylation-controlled gene regulatory switches. Our framework enables the generalizable design of responsive protein complexes, opening novel possibilities for the engineering of biosynthetic systems with sophisticated regulatory mechanisms.
Schreiber, M.; Dehghan, M.; Kibet, S.; Tvilum, M.; Kegler, C.; Hoffmann, K.; Gruen, P.; Balluff, S.; Siems, K.; Bode, H. B.
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The incorporation of non-canonical amino acids (ncAAs) into proteins, developed in the past 20 years, has opened new avenues with respect to protein structure, protein modification, protein-protein interaction or enzyme catalysis beyond what is possible with the 20 proteinogenic AAs. Although >300 unusual building blocks including several ncAAs have been described in nonribosomal peptides (NRPs) naturally, we aimed to further expand the scope of the underlying nonribosomal peptide synthetases (NRPS) to incorporate ncAAs beyond the naturally available ones. We have therefore systematically screened for ncAA accepting NRPS systems, applied NRPS engineering to transfer the respective ncAA-accepting parts into other NRPSs and thereby created novel peptides that were further derivatized in post-enzymatic chemical synthesis reactions directly in bacterial culture extracts. O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=177 SRC="FIGDIR/small/738027v1_ufig1.gif" ALT="Figure 1"> View larger version (38K): org.highwire.dtl.DTLVardef@90552forg.highwire.dtl.DTLVardef@1c8a5e0org.highwire.dtl.DTLVardef@2549dorg.highwire.dtl.DTLVardef@1012911_HPS_FORMAT_FIGEXP M_FIG C_FIG