ACS Chemical Biology
● American Chemical Society (ACS)
Preprints posted in the last 30 days, ranked by how well they match ACS Chemical Biology's content profile, based on 167 papers previously published here. The average preprint has a 0.12% match score for this journal, so anything above that is already an above-average fit.
Emmanuel, B. G.; DelMistro, G.; Anderson, A. C.; Vandenende, C.; Clarke, A. J.; Sychantha, D.
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Peptidoglycan is an essential component of the bacterial cell wall, providing mechanical strength and maintaining cell shape. It consists of glycan chains crosslinked by short peptide stems, resulting in a chemically heterogeneous macromolecule that remains challenging to study in a well-defined form. Access to discrete peptidoglycan fragments has therefore been critical for advancing biochemical and structural studies of cell wall-active enzymes. However, current synthetic, semi-synthetic, and cell wall extraction approaches remain limited by the complexity of carbohydrate chemistry and the difficulty of isolating pure, well-defined material. Here, we report a facile enzymatic approach for generating defined, denuded peptidoglycan oligosaccharides from the cell walls of two Staphylococcus species. These oligosaccharides, which terminate in N-acetylglucosamine and range from two to five disaccharide units in length, serve as substrates for a diverse panel of peptidoglycan-active enzymes that cleave or chemically modify the glycan backbone. We further show that these denuded oligosaccharides can be used in lysozyme-catalyzed transglycosylation reactions to generate p-nitrophenyl derivatives, enabling continuous colorimetric monitoring of peptidoglycan-cleaving enzymes. This method provides a practical route to defined peptidoglycan glycans and establishes a platform for further structural diversification, including stem peptide reattachment, quantitative enzyme assays, and structural characterization of peptidoglycan-binding proteins.
Davis, C. M.; Shuster, S. O.
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Non-canonical amino acids (ncAAs) are valuable tools in chemical biology and biochemistry for labeling, probing, and tracking biomolecules. ncAAs that can be recombinantly incorporated using native E. coli machinery are particularly useful because they allow for global protein incorporation and avoid complex genetic code expansion. Here, we demonstrate successful incorporation of a methionine analog, L-cyanohomoalanine (Cha), by the methionyl-tRNA synthetase of E. coli into mutant superfolder GFP (sfGFP) expressed in methionine auxotroph bacterial cultures. We compare to methionine auxotroph bacterial cultures supplemented with L-methionine (Met) or L-azidohomoalanine (Aha). In control prototrophic E. coli, bacterial growth rates are inhibited with high concentrations of Aha but not Cha. However, less sfGFP is produced in auxotrophic cells supplemented with Cha compared to Aha and Met. Thus, while Cha is non-toxic to E. coli it is incorporated less efficiently into proteins than Aha or Met. Mass spectrometry confirmed that N-terminal Cha, Aha, and Met are cleaved, as expected for the sfGFP mutants. Other sites of Cha and Aha incorporation were confirmed by mass spectrometry, with labeling efficiency varying by position. Thermal melts of purified sfGFPs demonstrate that Cha and Aha labeling does not significantly perturb the protein stability. In the future, Cha may be useful for proteome labeling by wild-type methionyl-tRNA synthetase and could be implemented in metabolic pulse-labeling of newly synthesized proteins with other methionine analogs. Additionally, the nitrile moiety of Cha may be used to perform reactions orthogonal to azide/alkyne click chemistry or could serve as a vibrational reporter of the environment.
Svenningsen, T.; Merrild, A.; Petersen, A. B.; Dos Reis, A. N.; Pold, A. M.; Lange, H.; Torring, T.
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Triculamin is a potent antibiotic lasso peptide first isolated in 1967. Previous studies have demonstrated that its biosynthesis follows a non-canonical logic unlike any other lasso peptide. In this study, we investigate the role of the unusual follower peptide and demonstrate that it is essential for efficient biosynthesis. Using structural prediction and targeted mutations of key conserved residues, we hypothesize that the interactions between the follower peptide and the macrocyclase create an enzyme-substrate complex that ensures delivery of the core peptide to the enzyme active site. Moreover, we demonstrate that analogs of the lasso peptide can be produced by modifying the core peptide, highlighting the substrate promiscuity of the lasso macrocyclase and identifying lysine-3 in the lasso peptide ring as the site of acetylation. Lastly, we achieve successful heterologous expression in Burkholderia sp. FERM 3421, which proves to be a superior heterologous host.
Valera Martinez, M. J.; Mastrogiovanni, M.; Fernandez del Rio, L.; Boido, E.; Ramos, J. C.; Manta, E.; Dellacassa, E.; Radi, R.; Clarke, C. F.; Carrau, F.
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Coenzyme Q (ubiquinone, CoQ) is an essential component of the mitochondrial electron transport chain and a major lipid antioxidant in eukaryotic cells. Formation of its benzoquinone ring requires aromatic precursors whose metabolic origin remains incompletely defined. Here, we elucidate the biochemical link between tyrosine metabolism and the synthesis of the benzoquinone head group of coenzyme Q6 (Q6) in Saccharomyces cerevisiae through the 4-hydroxymandelate (4HMA) pathway. Using isotopic tracing with 13C6-tyrosine, 13C6-4-hydroxybenzoate, and 13C6-p-aminobenzoate (pABA), we demonstrate that tyrosine-derived 4-hydroxyphenylpyruvate is converted into 4-hydroxybenzaldehyde via benzoylformate decarboxylation, defining a functional 4HMA pathway in yeast. Chemical inhibition of benzoylformate decarboxylase with methylbenzoylphosphonate led to accumulation of pathway intermediates, which were identified by GCMS. Consistently, mutants lacking ARO10, DLD1, or DLD2 exhibited strongly decreased 4-hydroxybenzaldehyde formation. Despite disruption of the 4HMA pathway, the pABA route from chorismate compensated, demonstrating S. cerevisiae's metabolic flexibility to use pABA or 4 HB and maintain Q6 ring biosynthesis. Our results provide a mechanistic framework linking aromatic amino acid metabolism to respiratory quinone biosynthesis in eukaryotes and support the evolutionary conservation of the 4HMA-derived pathway as a source of 4-hydroxybenzoate for Q synthesis in higher organisms.
Lee, M. J.; Hunt, J. R.; Cho, S.; Chiarelli, T. J.; Perry, C. N.; Carlyon, J. A.; Hochstrasser, M.
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Scrub typhus is a potentially fatal infectious disease caused by the obligate intracellular bacterium Orientia tsutsugamushi. While antibiotic treatment is generally effective, it requires extended treatment, and drug resistance and treatment failures have emerged. O. tsutsugamushi encodes a deubiquitylating enzyme, OtDUB, which interferes with host ubiquitin-dependent pathways. OtDUB cleaves ubiquitin from various substrates, but whether this activity can be selectively targeted by small molecules is unknown. Here we have screened a chemically diverse small-molecule library using a fluorescence-based deubiquitylation assay to identify potential inhibitors of OtDUB. Two compounds, gentisic acid and amiloride hydrochloride, inhibited OtDUB activity at low dosage, with little effect on the related Wolbachia CidB or yeast Ulp1 enzymes. Computational docking predicted the compounds engage regions near the OtDUB catalytic pocket, suggesting a competitive mode of inhibition; this was supported by enzyme kinetic analyses. Neither compound caused detectable cytotoxicity in mammalian cells. Amiloride hydrochloride treatment reduced both total cellular deubiquitylating activity and the O. tsutsugamushi bacterial load in infected cells. While the identified compounds are not optimized inhibitors, they establish that bacterial pathogen-encoded deubiquitylating enzymes can be targeted by small molecules. Overall, our results provide a framework for using selective inhibitors as tools to study DUB function in genetically intractable intracellular bacteria and as potential treatments for scrub typhus.
Giri, P.; Yarra, V.; Mathis, M.; Hurley, C.; Jones, C.; Eteme, O. N.; Hostetler, Z.; Cooley, R. B.; Kohli, R.; Mehl, R.; Petersson, E. J.
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Precisely modifying proteins at multiple sites in their native, folded structures offers unique opportunities to answer molecular and cellular-level biological questions. Here, we present a genetic code expansion strategy for site-specific integration of a fluorophore-quencher pair comprising two non-canonical amino acids--acridonylalanine (Acd) and methyltetrazinyl phenylalanine (Tet) -- into a protein expressed in E. coli. The Acd and Tet pair requires no post-translational labeling, and quenching can be switched off by biorthogonal or photochemical reactions of Tet for convenient internal control experiments. Mechanistic studies based on Stern-Volmer quenching, fluorescence lifetime measurements, and "proline ruler" peptides established the distance dependence of quenching. As proof-of-concept, we applied this strategy to study: 1) calmodulin, a calcium-sensing protein, 2) RecA, a DNA damage sensor in bacteria, and 3) LexA, a transcriptional repressor whose activation by RecA governs acquired antibiotic resistance in bacteria. Using these proteins, we demonstrate that dual Acd/Tet labeling provides molecular-level insights into protein dynamics, enables high-throughput drug screening, and advances tools for studying protein structure-function relationships.
Yasukochi, R.; Suzuki, T.; Toraya, T.; Hino, K.; Mori, T.; Kashima, T.; Miyanaga, A.; Watanabe, H.; Fushinobu, S.
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Glycoside hydrolases (GHs) exhibit remarkable specificity dictated by the structural configuration of their target glycosidic linkages. While enzymes that process -1,4- and -1,6-linkages in starch or glycogen are well-characterized, those acting on less common bonds, such as -1,2-glucosidic linkages, remain largely underexplored. In this study, we report the discovery and structural elucidation of a novel -1,2-glucosidase from Arthrobacter humicola A8F5 (A8F5 glucosidase), representing a newly uncovered activity within the poorly characterized GH176 family. Biochemical characterizations revealed that A8F5 glucosidase exclusively cleaves -1,2-linkages via an anomer-inverting mechanism, with a distinct preference for short kojioligosaccharides. To circumvent crystallization obstacles caused by high loop flexibility and translational non-crystallographic symmetry, we engineered a loop-truncated variant. This strategy enabled the determination of high-resolution (up to 1.79 [A]) crystal structures of the enzyme in its ligand-free form and in complex with kojibiose, kojitriose, and selaginose. A8F5 glucosidase adopts a (/{beta})6-barrel fold characteristic of clan GH-G. Complementing the crystal structures with AlphaFold3 prediction demonstrated that two prominent active-site loops (loops 3 and 4) adopt a closed conformation that constricts the catalytic pocket, rendering the architecture suitable for short oligosaccharide recognition while restricting access to larger polymers. Furthermore, sequence similarity network analysis highlights vast, uncharacterized functional diversity within the GH176 family. These findings revealed that the GH176 enzyme recognizes and hydrolyses -1,2-glucosidic bonds through a structural framework distinct from that of the previously known clan GH-L GH65 kojibiose hydrolase, expanding the known functional landscape of this enzyme group toward rare -glucans.
Owen, G. R.; Evans, C. A.; Nair, A.; Ross, S. J.; Glenister, M.; Kis, Z.; Dickman, M. J.
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mRNA technology has emerged as a powerful new class of medicines. Importantly, this RNA-based approach holds promise for treatments beyond vaccines and infectious diseases, including treatments for cancer, metabolic disorders, cardiovascular conditions and autoimmune diseases. The 3'-polyadenylated (poly(A)) tail of mRNA is required for ribosome initiation, translation, and mRNA stability and is considered a critical quality attribute. In this study, novel direct mass spectrometry approaches were used for the analysis of both the DNA template and corresponding mRNA generated via in vitro transcription. Nucleotide resolution of the poly(A/T) sequence of the DNA template and mRNA poly(A) tail was achieved. The results show that the mRNA poly(A) tail length and heterogeneity is impacted by the heterogeneity of the DNA template, the DNA template design and RNA manufacturing conditions, including relative NTP concentrations. These results provide further important mechanistic insight into the poly(A) tail length and heterogeneity of mRNAs synthesised in vitro, including the identification of 3'-end additions of cytidine to mRNA poly(A) tails. The ability to rapidly assess DNA template quality, combined with monitoring mRNA poly(A) tail length and heterogeneity, is important as part of the characterisation of mRNA precision medicines and ensuring consistent quality of mRNA from manufacturing processes.
Inde, Z.; Keppler, S.; Gelles, J. D.; Fraser, C.; Presser, A.; Mohammed, J.; Jung, M.; Garvey, D. S.; Moldoveanu, T.; Chipuk, J. E.; Sarosiek, K. A.
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Small molecule inhibitors of cell death have wide-ranging potential applications, both as tool compounds in the laboratory and as clinical modulators of pathologic cell death. Previous screening efforts have identified candidate compounds targeting the pro-apoptotic, pore-forming BCL-2 family proteins BAX and BAK, but the complex interactions of these proteins at the mitochondrial outer membrane (with other proteins and the membrane itself) present challenges for compound screening. Although no inhibitors of BAX or BAK have advanced to clinical testing to date, candidate inhibitors have thus far been identified via screening of membrane-containing systems such as liposomes and isolated mitochondria. To address some of the challenges of chemical screening for apoptosis inhibitors, we conducted a small molecule screen utilizing BH3 profiling, a method that quantifies mitochondrial outer membrane permeabilization (MOMP) upon treatment with pro-apoptotic peptides derived from BCL-2 family proteins. Of over 40,000 compounds screened, we identified a series of compounds that prevent MOMP in response to pro-apoptotic peptides. The most potent of these, CDL36, binds to BAX and prevents MOMP at early timepoints. In longer term viability assays, the cytoprotective effect of CDL36 is most potent against death induced by doxorubicin, a widely used chemotherapeutic agent that causes dose-limiting cardiovascular toxicity. Our results elucidate the mechanism of action of new and existing cell death inhibitors, providing a foundation for further development of these inhibitors and potential insights into the mechanisms mediating doxorubicin toxicity in patients.
Effert, J.; Calderari, A.; Kremer, S.; Weissman, K. J.; Bode, H. B.
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Pyrrolizidine alkaloids (PA) are well-known and widespread natural products from plants, which have also been identified in several different bacteria. In the latter case, the core structure is constructed by a non-ribosomal peptide synthetase (NRPS), which then undergoes oxidative ring contraction catalyzed by a Baeyer-Villiger monooxygenase. By deploying various NRPS engineering strategies, we have successfully generated five novel peptides carrying the unusual PA moiety at their C-terminus. Nonetheless, efforts to obtain a larger library of PAs were unsuccessful. Combined computational modelling and docking experiments suggest that this failure stems from the strict specificity of the thioesterase (TE) domain at the end of the NRPS, which discriminates against peptides carrying more than two amino acids. Our work thus suggests protein design strategies by which this intrinsic limitation to NRPS engineering may be overcome in future.
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
Olenginski, L. T.; Batey, R. T.
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Cryptic binding sites generated by local conformational dynamics have become an important concept in protein-targeted ligand discovery, yet their energetic accessibility and relevance to RNA recognition remain less well understood. Here, we use the env8 cobalamin (Cbl) riboswitch as a model system to investigate the energetic consequences of cryptic-site formation through base displacement. Structural analysis revealed that binding of {beta}-axial substituted Cbl derivatives displaces a conserved adenosine (A20) from the RNA core, exposing a previously hidden binding site that is subsequently occupied by the {beta}-axial substituent. Using selective abasic substitution at this position, we quantified the energetic contributions associated with A20 in the native RNA core and with base displacement. Isothermal titration calorimetry and fluorescence measurements revealed that cryptic-site formation incurs a modest energetic penalty of ~1.4 kcal mol-1. Guided by this experimentally derived framework, computational conformational sampling recapitulated cryptic-site formation in the Cbl riboswitch and identified analogous cryptic sites in structurally unrelated RNAs from HIV-1 and HCV. These cryptic-site conformers were identified within low-energy conformational windows and exposed ligand-accessible surfaces through local base displacement. Finally, a ligand previously identified to target the env8 cryptic site bound both RNAs and yielded docking poses consistent with engagement of the newly exposed binding surfaces. Together, these results indicate that cryptic RNA binding sites can be both energetically accessible and chemically addressable, expanding the range of conformational states that may contribute to RNA ligandability.
Ayaz, G.; Zheng, H.; Amarasekara, H.; Clausse, V.; Tran, A. D.; Livak, F.; Kruhlak, M.; Appella, D.
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Cell penetrating thyclotides (CPTs) are synthetic molecules that promote highly efficient cellular uptake and endosomal escape of bioactive peptides. While peptides are valuable as medicinal agents, their translation to therapies is often limited by their inability to cross cell membranes. CPTs have a unique combination of chiral tetrahydrofurans and polar sidechains within a molecular scaffold that can be optimized to efficiently deliver peptide cargo into cells. The cellular uptake and endosomal escape of two peptides with anticancer biological activities but low bioavailabilities were remarkably improved after conjugation to a CPT. Using CPTs to overcome barriers to cellular uptake represents a new direction for the intracellular delivery of bioactive molecules, and will accelerate drug development for new medical therapies.
Wang, C.; Ma, C.-T.; Crotty, C.; Zeng, F.-Y.; Bobkov, A.; Covel, J. A.; Keane Rivera, E.; Sergienko, E.; Kosik, K. S.; Olson, S. H.; Jackson, M. R.; Rauch, J. N.
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The cellular uptake and propagation of tau are central features of tauopathies, including Alzheimers disease, and are mediated by the endocytic receptor low-density lipoprotein receptor-related protein 1 (LRP1). While prior studies have implicated LRP1 in tau binding and internalization, the biochemical features of this interaction and its suitability for therapeutic targeting remain incompletely defined. Here, we establish a quantitative and scalable framework to interrogate the tau-LRP1 interaction and identify small-molecule modulators. We engineered and purified the LRP1 ligand-binding domain 4 (BD4), a key region mediating tau interaction, and developed multiple orthogonal assays, including fluorescence polarization, split luciferase complementation, and time-resolved FRET, to measure LRP1-BD4 interactions with tau and a known peptide ligand. Across assay formats, we observe consistent binding affinities in the nanomolar range and demonstrate competitive displacement by tau, receptor-associated protein (RAP), and a peptide ligand, supporting overlapping binding interfaces. Leveraging these platforms, we performed small molecule high-throughput screening and identified a set of candidate inhibitors of the LRP1-BD4-tau interaction. Selected compounds reduced tau uptake in a cellular assay, phenocopying competitive inhibition by tau and a peptide ligand. Together, these studies define the LRP1-BD4-tau interaction as a biochemically tractable and druggable interface and establish an integrated discovery pipeline linking mechanistic characterization to functional cellular outcomes. This work provides a foundation for the development of therapeutic strategies targeting LRP1-mediated tau uptake.
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.
Yoo, C.-M.; Jo, J.-Y.; Choi, C.-R.; Park, Y. S.; Cha, Y. J.; Jung, S.; Kang, J.; Kim, J.; Kang, Y. P.; Yoo, T. H.; Kim, J.-S.; Rhee, H.-W.
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Proximity labeling has transformed spatial proteomics by enabling compartment-resolved mapping of protein environments in living cells, yet its extension to small-molecule metabolites has not been demonstrated, probably due to limitations in labeling chemistry and identification of labeled metabolites. Here, we introduce DESTNI, an engineered desthiobiotin (DTB) ligase derived from TurboID through directed evolution, and establish a platform for spatially resolved profiling of amine-containing metabolites. A directed evolution strategy based on a yeast display system yielded DESTNI with an efficient DTB-dependent reactivity, enabling robust and compartment-specific proximity labeling across diverse subcellular environments. To identify the DTB-modified amino metabolome, we developed an integrated analytical framework combining DTB-modified amino metabolite standards, in vitro DESTNI profiling, and in silico MS/MS prediction, enabling systematic annotation of DTB-modified amino metabolites. To extend this chemistry to metabolites, we combined synthetic DTB-conjugated metabolite reference standards, in vitro DESTNI-reactive metabolite discovery, and machine-learning prediction of DTB-derivatized metabolites and oligopeptides. Organelle-targeted DESTNI recovered reproducible compartment-enriched amino metabolite signatures, including mitochondrial matrix-enriched glycine, 5-aminolevulinic acid, ornithine and spermidine adducts, as well as nuclear-enriched {gamma}-aminobutyric acid and 5-aminovaleric acid adducts. Together, this work establishes DESTNI as a proximity labeling platform that bridges spatial proteomics and metabolomics and provides a general strategy for mapping subcellular biochemical environments in living cells.
Wang, C.; Barzova, P. E.; Robles, J.; Toriki, E. S.; Garcia, F. J.; McKenna, J. M.; Schirle, M.; Zhang, Z.
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The cysteine to serine mutation at residue 481 of Bruton's tyrosine kinase (BTK) is the most common mechanism of clinical resistance against ibrutinib for the treatment of mantle cell lymphoma and chronic lymphocytic leukemia. We report small molecule ligands containing chiral {beta}-lactone electrophiles to address this challenge. The asymmetric warhead enabled stereoselective covalent modification of wild-type and ibrutinib-resistant mutant BTK(C481S) through distinct sites of reactivity. Building on these findings, we developed kinase-directed {beta}-lactone probes and demonstrated that individual enantiomers preferentially engage distinct subsets of the kinome. These studies establish {beta}-lactones as stereochemically encodable covalent warheads whose stereochemistry can serve as a selectivity filter in covalent drug discovery.
Noguchi, T.; Maeno, Y.; Shin-ya, K.; Kuzuyama, T.
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Kaitocephalin (KCP) is a fungal neuroactive natural product bearing a peptide-like yet nonpeptidic amino acid-derived scaffold in which amino acid-like units are connected by C-C bonds rather than peptide bonds. The enzymatic construction of this unusual scaffold has remained unresolved. Here, we identify KpbH as a PLP-dependent enzyme that couples pyrroline-5-carboxylate, generated from L-ornithine, with L-aspartate to form (2S,5R)-5-((S)-2-amino-2-carboxyethyl)pyrrolidine-2-carboxylic acid (ACPCA), which corresponds to the nonpeptidic Ala-Pro substructure of KCP. D2O-labeling experiments showed enzyme-controlled, solvent-derived deuterium incorporation at C7 of ACPCA, supporting a decarboxylative Mannich-type mechanism. Feeding of a deuterium-enriched ACPCA-containing reaction mixture to the KCP-producing fungus Eupenicillium shearii resulted in deuterium incorporation into KCP, linking ACPCA to KCP biosynthesis. These results identify KpbH as the first native PLP-dependent enzyme that catalyzes an L-aspartate-dependent decarboxylative Mannich-type C-C bond-forming reaction and reveal a biosynthetic strategy for constructing a noncanonical amino acid-like C-C bond scaffold. GRAPHICAL ABSTRACT O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=106 SRC="FIGDIR/small/733665v1_ufig1.gif" ALT="Figure 1"> View larger version (29K): org.highwire.dtl.DTLVardef@a27fb7org.highwire.dtl.DTLVardef@6eea95org.highwire.dtl.DTLVardef@1eae086org.highwire.dtl.DTLVardef@13a92e9_HPS_FORMAT_FIGEXP M_FIG C_FIG
Bayat, P.; Perkins, S. J.; Clancy, S.; Patel, S. S.; Yin, R. F.; Bozovicar, K.; Singh, S.; Shrestha, S.; Moustafa, Z.; Zayani, R.; IWE, I.; Bayat, S.; Kelly, P.; Vigar, J. R. J.; White, V. Y.; Xie, M.; Simchi, M.; Palter, S.; Nguyen, J.; Zeisler, I. Y.; Wu, B.; Pardee, K.
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Discovering functional peptides across vast sequence space remains a formidable challenge, particularly when experimental training data is scarce. We present Minimal Data Maximal Insight (MDMI), a two-stage structure-guided computational pipeline that designs functional peptide variants using only a small, annotated dataset. Rather than relying on sequence information alone, MDMI integrates three-dimensional structural features derived from predicted peptide-protein complexes into a machine learning model that captures interface geometry and binding energetics. This structure-aware predictor, paired with a genetic algorithm for sequence exploration, reduced false positives from 70% to close to zero in an all-negative benchmark panel compared with a sequence-only model in computational benchmarking, and produced approximately four-fold more high-confidence in silico binders than state-of-the-art peptide/protein design baselines. Using the split-GFP system as a testbed, where fluorescence provides a direct functional readout of peptide-protein complementation, MDMI identified peptides with up to 38% sequence divergence from wild-type in Stage 1 while retaining measurable activity. In Stage 2, motif-guided recombination of successful Stage 1 variants produced highly divergent yet functional peptides bearing over 50% sequence difference from wild-type, revealing two distinct functional clusters in sequence space. As further validation, a top-performing candidate expressed as a full-length GFP fusion retained a GFP-like emission profile, supporting formation of a fluorescent GFP-like scaffold. These results demonstrate that structure-informed pipelines can uncover remote functional sequence space from minimal data, with broad implications for peptide and therapeutic analog discovery.
Martin, H. S.; amb-Echegaray, I. D.; Huang, P.; Shallow, L.; Balakhmet, A.; Pratakshya, P.; Stanley, S.; Francis, M. B.
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Mycobacterium tuberculosis (Mtb) infection kills more people worldwide than any other pathogen. While the Bacille Calmette-Guerin (BCG) vaccine for Mtb has been widely used for over a century, it provides insufficient protection to eradicate this disease. One of our labs has recently established that a protein antigen (H1) can be combined with a STING pathway agonist to achieve strong protection against Mtb in mice, with performance that exceeds that of the BCG vaccine. However, its reliance on a synthetic cyclic dinucleotide (CDN) with relatively poor cell uptake requires higher dosing levels, thus increasing costs. To increase the efficiency of this vaccine and provide a delivery strategy that could also be used in humans, the H1 Mtb antigen and CDN adjuvant were conjugated to genome-free MS2 viral capsids that included cationic mutations to increase cell uptake. Specifically, the H1 antigen was conjugated to the external surface of MS2 using a tyrosinase-mediated oxidative coupling reaction, and the native STING agonist cGAMP was coupled to internal cysteine residues through a reductively cleavable disulfide linker. The resulting MS2-H1 and MS2-cGAMP conjugates were then co-delivered for three doses of vaccination in mice before exposure to Mtb. The MS2-based vaccine platform was observed to have comparable efficacy to the original H1/CDN formulation, but its enhanced uptake properties enabled 57-fold less CDN and 3-fold less H1 antigen. Additionally, this vaccine elicited immune responses that have been previously demonstrated to correlate with protection. The ability of the capsid shells to protect the CDN cargo during transport allowed enzymatically produced, and thus readily accessible, cGAMP to be used instead of more costly CDNs that require many synthetic steps. This, combined with the reduced overall amount of CDN and H1 that was required, could lower the production costs of future vaccines substantially. Finally, the ability of the capsid-based carriers to bypass the membrane transporters for CDNs suggests that this enhanced vaccination platform is likely to exhibit improved human efficacy in future studies.