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Zhou L, Zhang Y, Zhuge R, Wu L, Chu Z, Ma A, Gao P, Wong YK, Zhang J, Peng X, Wang P, Wang J, Tang H. Chemoproteomics unveils Sofalcone targeting ribosomal proteins to inhibit protein synthesis in Staphylococcus aureus. MOLECULAR BIOMEDICINE 2025; 6:32. [PMID: 40408044 PMCID: PMC12102032 DOI: 10.1186/s43556-025-00269-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2024] [Revised: 04/10/2025] [Accepted: 04/22/2025] [Indexed: 05/26/2025] Open
Abstract
The escalating threat of antibiotic resistance, particularly in Staphylococcus aureus (including methicillin-resistant strains, MRSA), underscores the urgent need for novel therapeutics. Sofalcone (Sof), a chalcone derivative from Sophora subprostrata with established anti-inflammatory and anti-ulcer properties, exhibits promising yet underexplored antibacterial activity. Here, we demonstrate that Sof potently inhibits S. aureus and MRSA while showing minimal cytotoxicity in human cells. Notably, Sof synergized with amoxicillin, and significantly reduced the pathogenicity of S. aureus through inhibiting biofilm formation addressing key virulence factors. Through chemoproteomic profiling using a clickable Sof-derived probe, ribosomal proteins, specifically the 50S subunit protein rplB, were identified as primary targets. Sof covalently binds to rplB via cysteine residues, as validated by cellular thermal shift assays, microscale thermophoresis, and competition assays. Bio-orthogonal noncanonical amino acid tagging revealed that Sof disrupts bacterial protein synthesis by impairing ribosomal function, a mechanism distinct from conventional antibiotics. In a murine model of S. aureus-induced acute lung injury, Sof greatly reduced bacterial load in lungs, attenuated systemic inflammation, and mitigated histopathological damage. Its dual antibacterial and anti-inflammatory efficacy, coupled with activity against Gram-negative Escherichia coli, highlights broad-spectrum potential. This study unveils a covalent ribosomal-targeting strategy, positioning Sof as a multifaceted candidate against multidrug-resistant infections. Our findings bridge natural product pharmacology and mechanistic antimicrobial discovery, offering a template for combating the global antibiotic resistance crisis.
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Affiliation(s)
- Lirun Zhou
- State Key Laboratory for Quality Ensurance and Sustainable Use of Dao-Di Herbs, Artemisinin Research Center, and Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing, 100700, China
| | - Ying Zhang
- Department of Pulmonary and Critical Care Medicine, Shenzhen Institute of Respiratory Diseases, Guangdong Provincial Clinical Research Center for Geriatrics, Shenzhen Clinical Research Center for Geriatrics, Shenzhen People's Hospital, The First Affiliated Hospital, Southern University of Science and Technology, Shenzhen, 518020, Guangdong, China
| | - Ruishen Zhuge
- Peking University School and Hospital of Stomatology, National Center for Stomatology, National Clinical Research Center for Oral Diseases, National Engineering Research Center of Oral Biomaterials and Digital Medical Devices, Beijing, 100081, China
| | - Liqiong Wu
- Department of Pathology, Guangzhou First People's Hospital, Guangzhou, 510180, China
| | - Zheng Chu
- State Key Laboratory for Quality Ensurance and Sustainable Use of Dao-Di Herbs, Artemisinin Research Center, and Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing, 100700, China
| | - Ang Ma
- State Key Laboratory for Quality Ensurance and Sustainable Use of Dao-Di Herbs, Artemisinin Research Center, and Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing, 100700, China
| | - Peng Gao
- State Key Laboratory for Quality Ensurance and Sustainable Use of Dao-Di Herbs, Artemisinin Research Center, and Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing, 100700, China
| | - Yin Kwan Wong
- Department of Physiology, National University of Singapore, Singapore, 117543, Singapore
| | - Junzhe Zhang
- State Key Laboratory for Quality Ensurance and Sustainable Use of Dao-Di Herbs, Artemisinin Research Center, and Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing, 100700, China
| | - Xin Peng
- Ningbo Municipal Hospital of TCM Affiliated Hospital of Zhejiang Chinese Medical University, Ningbo, 315010, China.
| | - Peili Wang
- National Clinical Research Center for Chinese Medicine Cardiology, Xiyuan Hospital, China Academy of Chinese Medical Sciences, Beijing, 100091, China.
| | - Jigang Wang
- State Key Laboratory for Quality Ensurance and Sustainable Use of Dao-Di Herbs, Artemisinin Research Center, and Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing, 100700, China.
- Department of Pulmonary and Critical Care Medicine, Shenzhen Institute of Respiratory Diseases, Guangdong Provincial Clinical Research Center for Geriatrics, Shenzhen Clinical Research Center for Geriatrics, Shenzhen People's Hospital, The First Affiliated Hospital, Southern University of Science and Technology, Shenzhen, 518020, Guangdong, China.
- State Key Laboratory of Antiviral Drugs, School of Pharmacy, Henan University, Kaifeng, 475004, China.
| | - Huan Tang
- State Key Laboratory for Quality Ensurance and Sustainable Use of Dao-Di Herbs, Artemisinin Research Center, and Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing, 100700, China.
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2
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Wen Y, Li Z, Ye J, Wang X, Jiang M, Deng Z, Cao C, He X. Discovery and Characterization of Actinosynnelassin: An Anti- Pseudomonas fluorescens Lasso Peptide Derived from a Large Precursor Open Reading Frame. JOURNAL OF NATURAL PRODUCTS 2025. [PMID: 40387067 DOI: 10.1021/acs.jnatprod.5c00312] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/20/2025]
Abstract
Lasso peptides, a unique class of ribosomally synthesized and post-translationally modified peptide (RiPP), are challenging to synthesize chemically, making the discovery of new peptides and their biosynthetic pathways essential. This study reports the discovery and characterization of a novel lasso peptide, actinosynnelassin, from Actinosynnema pretiosum subsp. auranticum DSM 44131. By overexpressing an endogenous TetR/AcrR family regulator and employing OSMAC (One Strain Many Compounds)-guided fermentation screening, several endogenous secondary metabolite biosynthetic gene clusters (BGCs) were activated, resulting in the isolation of actinosynnelassin. The 3D structure of actinosynnelassin, confirmed by nuclear magnetic resonance (NMR) NOE-derived distance constraints, features a 9-aa macrolactam ring, a 6-aa loop, and a 2-aa tail, with the ring encircling the tail between three aromatic bulkier residues. The minimal inhibitory concentration (MIC) tests indicate that actinosynnelassin inhibits several Gram-positive bacteria and Pseudomonas fluorescens, making it the first reported lasso peptide to inhibit P. fluorescens. The predicted open reading frame (ORF) of the precursor peptide may be translated into a 331-aa fusion protein featuring an N-terminal AraC/XylS family transcriptional regulator, making it longer than typical lasso precursors. Thus, discovering this large precursor ORF enhances our understanding of lasso peptide BGCs with unusual architectures and enables the finding of other unique lasso peptides.
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Affiliation(s)
- Yu Wen
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences & Biotechnology, Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai 200240, People's Republic of China
| | - Zhiyu Li
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences & Biotechnology, Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai 200240, People's Republic of China
| | - Jiacai Ye
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences & Biotechnology, Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai 200240, People's Republic of China
| | - Xiaozheng Wang
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences & Biotechnology, Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai 200240, People's Republic of China
| | - Ming Jiang
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences & Biotechnology, Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai 200240, People's Republic of China
| | - Zixin Deng
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences & Biotechnology, Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai 200240, People's Republic of China
| | - Chunyang Cao
- State Key Laboratory of Chemical Biology, Shanghai Institute of Organic Chemistry, Chinese Academy of Sciences, Shanghai 200032, People's Republic of China
| | - Xinyi He
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences & Biotechnology, Shanghai Jiao Tong University, 800 Dongchuan Road, Shanghai 200240, People's Republic of China
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3
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da Silva FB, Perlinska AP, Płonka J, Flapan E, Sulkowska JI. Universe of Lasso Proteins: Exploring the limit of entanglement of protein predicted by AlphaFold. J Mol Biol 2025:169217. [PMID: 40398674 DOI: 10.1016/j.jmb.2025.169217] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2025] [Revised: 05/13/2025] [Accepted: 05/13/2025] [Indexed: 05/23/2025]
Abstract
Knots and lasso topology represent a class of natural motifs found in proteins that are characterized by a threaded structure. Proteins with a lasso motif represent a macroscopic version of the peptide lasso, which is known for its high stability and offers tremendous potential for the development of novel therapeutics. Here, based on AlphaFold, we have shown the limit of topological complexity of naturally occurring protein structures with cysteine bridges. Based on 176 million high confidence (pLDDT > 70) AlphaFold-predicted protein models and a detailed analysis of the conservation of the motif in a family, we found four new lasso motifs, including L4 and LS4LS3 topologies, and the first examples of knotted lasso proteins: L1K31 and L3#K31. We show that in the case of natural proteins, there are no lassos with 5 threadings, but there exist some with 6. Families possessing proteins with more than 6 threadings did not exceed the conservation threshold of 10%. Moreover, we propose a probable folding mechanism for the LS4LS3 lasso motif, enhancing our view on protein folding and stability. This work expands the topological space of lasso type motifs in proteins but also suggests that more complex structures could be unfavorable for proteins.
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Affiliation(s)
| | - Agata P Perlinska
- Centre of New Technologies, University of Warsaw, Banacha 2c, 02-097 Warsaw, Poland
| | - Jacek Płonka
- Centre of New Technologies, University of Warsaw, Banacha 2c, 02-097 Warsaw, Poland; Faculty of Chemistry, University of Warsaw, Pasteura 1, 02-093 Warsaw, Poland
| | | | - Joanna I Sulkowska
- Centre of New Technologies, University of Warsaw, Banacha 2c, 02-097 Warsaw, Poland.
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4
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Takezawa H, Tamura Y, Fujita M. Step-by-Step Self-Assembly of a Double-Walled Knotted Cage With Increasing Topological Complexity. Chemistry 2025; 31:e202500009. [PMID: 40153241 PMCID: PMC12080300 DOI: 10.1002/chem.202500009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2025] [Revised: 03/27/2025] [Accepted: 03/28/2025] [Indexed: 03/30/2025]
Abstract
The self-assembly process of a double-walled cage formed from a semiflexible tripodal ligand and a Pd(II) 90-degree block was tracked by NMR and x-ray analysis. At least two intermediate structures with distinct topologies were observed prior to the formation of the final double-walled cage. By optimizing the self-assembly conditions (e.g., time, solvent, and concentration), these topological intermediates were successfully isolated and analyzed by x-ray crystallography. They are considered crucial metastable structures that navigate the shortest pathway to the final structure, demonstrating the critical role of molecular topology in guiding and controlling the kinetics of metal-directed self-assembly.
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Affiliation(s)
- Hiroki Takezawa
- Department of Applied ChemistrySchool of EngineeringThe University of TokyoMitsui Link Lab Kashiwanoha 1FS CREATION6‐6‐2 KashiwanohaKashiwaChibaJapan
| | - Yukari Tamura
- Department of Applied ChemistrySchool of EngineeringThe University of TokyoMitsui Link Lab Kashiwanoha 1FS CREATION6‐6‐2 KashiwanohaKashiwaChibaJapan
| | - Makoto Fujita
- Tokyo CollegeUT Institutes for Advanced Study (UTAIS)The University of TokyoMitsui Link Lab Kashiwanoha 1FS CREATION6‐6‐2 KashiwanohaKashiwaChibaJapan
- Division of Advanced Molecular ScienceInstitute for Molecular Science (IMS)5‐1 Higashiyama, MyodaijiOkazakiAichiJapan
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5
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Nguyen JDM, da Hora GCA, Mifflin MC, Roberts AG, Swanson JMJ. In silico design of foldable lasso peptides. Biophys J 2025; 124:1532-1547. [PMID: 40181537 DOI: 10.1016/j.bpj.2025.03.036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2025] [Revised: 03/03/2025] [Accepted: 03/31/2025] [Indexed: 04/05/2025] Open
Abstract
Lasso peptides are a unique class of natural products with distinctively threaded structures, conferring exceptional stability against thermal and proteolytic degradation. Despite their promising biotechnological and pharmaceutical applications, reported attempts to prepare them by chemical synthesis result in forming the nonthreaded branched-cyclic isomer, rather than the desired lassoed structure. This is likely due to the entropic challenge of folding a short, threaded motif before chemically mediated cyclization. Accordingly, this study aims to better understand and enhance the relative stability of pre-lasso conformations-the essential precursor to lasso peptide formation-through sequence optimization, chemical modification, and disulfide incorporation. Using Rosetta fixed backbone design, optimal sequences for several class II lasso peptides are identified. Enhanced sampling with well-tempered metadynamics confirmed that designed sequences derived from the lasso structures of rubrivinodin and microcin J25 exhibit a notable improvement in pre-lasso stability relative to the competing nonthreaded conformations. Chemical modifications to the isopeptide bond-forming residues of microcin J25 further increase the probability of pre-lasso formation, highlighting the beneficial role of noncanonical amino acid residues. Counterintuitively, the introduction of a disulfide cross-link decreased pre-lasso stability. Although cross-linking inherently constrains the peptide structure, decreasing the entropic dominance of unfolded phase space, it hinders the requisite wrapping of the N-terminal end around the tail to adopt the pre-lasso conformation. However, combining chemical modifications with the disulfide cross-link results in further pre-lasso stabilization, indicating that the ring modifications counteract the constraints and provide a cooperative benefit with cross-linking. These findings lay the groundwork for further design efforts to enable synthetic access to the lasso peptide scaffold.
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Affiliation(s)
- John D M Nguyen
- Department of Chemistry, University of Utah, Salt Lake City, Utah
| | | | - Marcus C Mifflin
- Department of Chemistry, University of Utah, Salt Lake City, Utah
| | - Andrew G Roberts
- Department of Chemistry, University of Utah, Salt Lake City, Utah
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6
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Rice AJ, Sword TT, Chengan K, Mitchell DA, Mouncey NJ, Moore SJ, Bailey CB. Cell-free synthetic biology for natural product biosynthesis and discovery. Chem Soc Rev 2025; 54:4314-4352. [PMID: 40104998 PMCID: PMC11920963 DOI: 10.1039/d4cs01198h] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2024] [Indexed: 03/20/2025]
Abstract
Natural products have applications as biopharmaceuticals, agrochemicals, and other high-value chemicals. However, there are challenges in isolating natural products from their native producers (e.g. bacteria, fungi, plants). In many cases, synthetic chemistry or heterologous expression must be used to access these important molecules. The biosynthetic machinery to generate these compounds is found within biosynthetic gene clusters, primarily consisting of the enzymes that biosynthesise a range of natural product classes (including, but not limited to ribosomal and nonribosomal peptides, polyketides, and terpenoids). Cell-free synthetic biology has emerged in recent years as a bottom-up technology applied towards both prototyping pathways and producing molecules. Recently, it has been applied to natural products, both to characterise biosynthetic pathways and produce new metabolites. This review discusses the core biochemistry of cell-free synthetic biology applied to metabolite production and critiques its advantages and disadvantages compared to whole cell and/or chemical production routes. Specifically, we review the advances in cell-free biosynthesis of ribosomal peptides, analyse the rapid prototyping of natural product biosynthetic enzymes and pathways, highlight advances in novel antimicrobial discovery, and discuss the rising use of cell-free technologies in industrial biotechnology and synthetic biology.
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Affiliation(s)
- Andrew J Rice
- Department of Biochemistry, School of Medicine - Basic Sciences, Vanderbilt University Medical Research Building-IV, Nashville, Tennessee, 37232, USA
| | - Tien T Sword
- Department of Chemistry, University of Tennessee-Knoxville, Knoxville, TN, USA
| | | | - Douglas A Mitchell
- Department of Biochemistry, School of Medicine - Basic Sciences, Vanderbilt University Medical Research Building-IV, Nashville, Tennessee, 37232, USA
- Department of Chemistry, Vanderbilt University, Medical Research Building-IV, Nashville, Tennessee, 37232, USA
| | - Nigel J Mouncey
- DOE Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, California, 94720, USA
| | - Simon J Moore
- Department of Life Sciences, Imperial College London, London, SW7 2AZ, UK.
| | - Constance B Bailey
- School of Chemistry, University of Sydney, Camperdown, NSW, 2001, Australia.
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7
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Shi G, Hu Y, Bai X, Liao X. Isolation and Characterization of Earthworm Peptides with Neuroprotective Effects in Parkinson's Disease Models. Molecules 2025; 30:1952. [PMID: 40363759 PMCID: PMC12074337 DOI: 10.3390/molecules30091952] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2025] [Revised: 04/24/2025] [Accepted: 04/25/2025] [Indexed: 05/15/2025] Open
Abstract
The aim of this study was to identify peptides from Lumbricus terrestris with neuroprotective effects. Two peptides (GYSFTTTAER and AVFPSIVGR) isolated from earthworms improved cell viability of the SH-SY5Y human neuroblastoma cell line treated with 1-methyl-4-phenyl-1,2,3-tetrahydropyridinehydrochloride (MPP+), a commonly used model of Parkinson's disease (PD). Both peptides increased the mitochondrial membrane potential and upregulated the mRNAs of mitophagy regulators PINK1 and Parkin in the MPP+-damaged cells. The in vitro assay and molecular docking indicated that both peptides exhibited moderate PINK1 agonistic activity. Furthermore, GYSFTTTAER and AVFPSIVGR extended the lifespan, improved locomotor behavior, and raised the ATP and dopamine levels at all ages in PINK1B9 mutant flies, a PD model characterized by loss-of-function of PINK1. These findings suggest that earthworm-derived peptides possess anti-neurodegenerative properties and hold potential for the development of health products and therapeutic agents for PD.
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Affiliation(s)
- Guangyu Shi
- Chengdu Institute of Biology, Chinese Academy of Sciences, Chengdu 610041, China; (G.S.); (Y.H.); (X.B.)
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Yikao Hu
- Chengdu Institute of Biology, Chinese Academy of Sciences, Chengdu 610041, China; (G.S.); (Y.H.); (X.B.)
| | - Xiaolin Bai
- Chengdu Institute of Biology, Chinese Academy of Sciences, Chengdu 610041, China; (G.S.); (Y.H.); (X.B.)
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Xun Liao
- Chengdu Institute of Biology, Chinese Academy of Sciences, Chengdu 610041, China; (G.S.); (Y.H.); (X.B.)
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Shihoya W, Akasaka H, Jordan PA, Lechner A, Okada BK, Costa Machado da Cruz G, Sano FK, Tanaka T, Kawahara R, Chaudhari R, Masamune H, Burk MJ, Nureki O. Structure of a lasso peptide bound ET B receptor provides insights into the mechanism of GPCR inverse agonism. Nat Commun 2025; 16:3446. [PMID: 40263271 PMCID: PMC12015262 DOI: 10.1038/s41467-025-57960-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2024] [Accepted: 03/06/2025] [Indexed: 04/24/2025] Open
Abstract
Lasso peptides exhibit a unique lariat-like knotted structure imparting exceptional stability and thus show promise as therapeutic agents that target cell-surface receptors. One such receptor is the human endothelin type B receptor (ETB), which is implicated in challenging cancers with poor immunotherapy responsiveness. The Streptomyces-derived lasso peptide, RES-701-3, is a selective inhibitor for ETB and a compelling candidate for therapeutic development. However, meager production from a genetically recalcitrant host has limited further structure-activity relationship studies of this potent inhibitor. Here, we report cryo-electron microscopy structures of ETB receptor in both its apo form and complex with RES-701-3, facilitated by a calcineurin-fusion strategy. Hydrophobic interactions between RES-701-3 and the transmembrane region of the receptor, especially involving two tryptophan residues, play a crucial role in RES-701-3 binding. Furthermore, RES-701-3 prevents conformational changes associated with G-protein coupling, explaining its inverse agonist activity. A comparative analysis with other lasso peptides and their target proteins highlights the potential of lasso peptides as precise drug candidates for G-protein-coupled receptors. This structural insight into RES-701-3 binding to ETB receptor offers valuable information for the development of novel therapeutics targeting this receptor and provides a broader understanding of lasso peptide interactions with human cell-surface receptors.
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Affiliation(s)
- Wataru Shihoya
- Department of Biological Sciences, Graduate School of Science, The University of Tokyo, Bunkyo-Ku, Tokyo, Japan.
| | - Hiroaki Akasaka
- Department of Biological Sciences, Graduate School of Science, The University of Tokyo, Bunkyo-Ku, Tokyo, Japan
| | | | | | | | | | - Fumiya K Sano
- Department of Biological Sciences, Graduate School of Science, The University of Tokyo, Bunkyo-Ku, Tokyo, Japan
| | - Tatsuki Tanaka
- Department of Biological Sciences, Graduate School of Science, The University of Tokyo, Bunkyo-Ku, Tokyo, Japan
| | - Ryo Kawahara
- Department of Biological Sciences, Graduate School of Science, The University of Tokyo, Bunkyo-Ku, Tokyo, Japan
| | - Rajan Chaudhari
- Research Informatics, Eurofins Panlabs, Inc., Saint Charles, MO, USA
| | | | | | - Osamu Nureki
- Department of Biological Sciences, Graduate School of Science, The University of Tokyo, Bunkyo-Ku, Tokyo, Japan.
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Lu JL, Cui JJ, Hu ZY, Di JM, Li YY, Xiong J, Jiao YM, Gao K, Min J, Luo S, Dong SH. Characterization of an Iterative Halogenase Acting on Ribosomal Peptides Underlies the Combinatorial Biosynthesis Logic of Lasso Peptides. JOURNAL OF NATURAL PRODUCTS 2025; 88:650-661. [PMID: 39976742 DOI: 10.1021/acs.jnatprod.4c01199] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/29/2025]
Abstract
Halogenation is commonly utilized in medicinal chemistry for the improvement of drug leads. Flavin-dependent halogenases (FDHs) are ubiquitous across all domains of life, yet iterative FDHs are rare in the biosynthesis of ribosomally synthesized and post-translationally modified peptides (RiPPs). Herein, we characterize a novel iterative FDH, ChlH, which orchestrates nonsequential chlorination of two specific Trp within the core peptide of a lasso precursor containing three Trp. Biochemical and computational studies enable the characterization of ChlH, which employs unique protein-peptide interactions (PPIs) between its distinct N- and C-terminal motifs and a crucial recognition sequence (RS-II) downstream of RS-I in the leader peptide. Previous studies have demonstrated the indispensability of RS-I for lasso peptide biosynthesis, while RS-II was considered to be replaceable. Furthermore, we find that the core peptide substantially contributes to the PPI. Bioinformatic analysis reveals the prevalence of homologous FDHs in the biosynthetic gene clusters (BGCs) of various RiPP classes. Heterologous expression of the chl BGC yields non-, mono-, and dichlorinated lasso peptides, with chlorination, particularly dichlorination, enhancing their antibacterial activity. This study expands the FDH activity spectrum to include iterative catalysis on ribosomal peptides and underscores the significance of RS-II in tailoring enzymes for the combinatorial biosynthesis of lasso peptides.
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Affiliation(s)
- Jin-Long Lu
- State Key Laboratory of Applied Organic Chemistry, College of Chemistry and Chemical Engineering, Lanzhou University, Lanzhou 730000, People's Republic of China
| | - Jiao-Jiao Cui
- State Key Laboratory of Applied Organic Chemistry, College of Chemistry and Chemical Engineering, Lanzhou University, Lanzhou 730000, People's Republic of China
| | - Zhe-Yang Hu
- Neotrident (Suzhou) Co., Ltd., Suzhou, Jiangsu 215028, People's Republic of China
| | - Jin-Ming Di
- State Key Laboratory of Applied Organic Chemistry, College of Chemistry and Chemical Engineering, Lanzhou University, Lanzhou 730000, People's Republic of China
| | - Yuan-Yuan Li
- State Key Laboratory of Applied Organic Chemistry, College of Chemistry and Chemical Engineering, Lanzhou University, Lanzhou 730000, People's Republic of China
| | - Jiang Xiong
- State Key Laboratory of Applied Organic Chemistry, College of Chemistry and Chemical Engineering, Lanzhou University, Lanzhou 730000, People's Republic of China
| | - Yu-Meng Jiao
- State Key Laboratory of Applied Organic Chemistry, College of Chemistry and Chemical Engineering, Lanzhou University, Lanzhou 730000, People's Republic of China
| | - Kun Gao
- State Key Laboratory of Applied Organic Chemistry, College of Chemistry and Chemical Engineering, Lanzhou University, Lanzhou 730000, People's Republic of China
| | - Jian Min
- State Key Laboratory of Biocatalysis and Enzyme Engineering, Hubei Collaborative Innovation Center for Green Transformation of Bio-Resources, Hubei Key Laboratory of Industrial Biotechnology, School of Life Sciences, Hubei University, Wuhan 430062, People's Republic of China
| | - Shangwen Luo
- State Key Laboratory of Applied Organic Chemistry, College of Chemistry and Chemical Engineering, Lanzhou University, Lanzhou 730000, People's Republic of China
- Academy of Plateau Science and Sustainability, Qinghai Normal University, Xining 810016, People's Republic of China
| | - Shi-Hui Dong
- State Key Laboratory of Applied Organic Chemistry, College of Chemistry and Chemical Engineering, Lanzhou University, Lanzhou 730000, People's Republic of China
- Academy of Plateau Science and Sustainability, Qinghai Normal University, Xining 810016, People's Republic of China
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10
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Boudrioua A, Baëtz B, Desmadril S, Goulard C, Groo AC, Lombard C, Gueulle S, Marugan M, Malzert-Fréon A, Hartke A, Li Y, Giraud C. Lasso peptides sviceucin and siamycin I exhibit anti-virulence activity and restore vancomycin effectiveness in vancomycin-resistant pathogens. iScience 2025; 28:111922. [PMID: 40034853 PMCID: PMC11872507 DOI: 10.1016/j.isci.2025.111922] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2024] [Revised: 12/06/2024] [Accepted: 01/27/2025] [Indexed: 03/05/2025] Open
Abstract
Antibiotic resistance is a major threat to human health and new drugs are urgently needed. Ideally, these drugs should have several cellular targets in pathogens, decreasing the risk of resistance development. We show here that two natural ribosomally synthesized lasso peptides (LPs), sviceucin and siamycin I, (1) abolish bacterial virulence of pathogenic enterococci, (2) restore vancomycin clinical susceptibility of vancomycin-resistant (VR) enterococci in vitro and in a surrogate animal model, and (3) re-sensitize VR Staphylococcus aureus. Mode of action (MoA) analyses showed that they do so by inhibiting the histidine kinases (HKs) FsrC and VanS controlling these phenotypes. Strains resistant to the vancomycin/LP combination were difficult to obtain, and were still fully susceptible to the anti-virulence effect of the LPs, highlighting the advantage of multiple targets. Together with the highly sought-after MoA as HK inhibitors, such properties make these lasso peptides promising candidates for the development of next generation antibiotics.
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Affiliation(s)
| | - Benjamin Baëtz
- Université de Caen Normandie, CBSA UR4312, F-14000 Caen, France
| | | | - Christophe Goulard
- Unit Molecules of Communication and Adaptation of Microorganisms (MCAM), UMR 7245 CNRS-Muséum National d’Histoire Naturelle (MNHN), 75005 Paris, France
| | | | - Carine Lombard
- Unit Molecules of Communication and Adaptation of Microorganisms (MCAM), UMR 7245 CNRS-Muséum National d’Histoire Naturelle (MNHN), 75005 Paris, France
| | - Sabrina Gueulle
- Université de Caen Normandie, CBSA UR4312, F-14000 Caen, France
| | - Marie Marugan
- Unit Molecules of Communication and Adaptation of Microorganisms (MCAM), UMR 7245 CNRS-Muséum National d’Histoire Naturelle (MNHN), 75005 Paris, France
| | | | - Axel Hartke
- Université de Caen Normandie, CBSA UR4312, F-14000 Caen, France
| | - Yanyan Li
- Unit Molecules of Communication and Adaptation of Microorganisms (MCAM), UMR 7245 CNRS-Muséum National d’Histoire Naturelle (MNHN), 75005 Paris, France
| | - Caroline Giraud
- Université de Caen Normandie, CBSA UR4312, F-14000 Caen, France
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11
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Spicer RL, Evans NH. Pretzelanes, [1]rotaxanes and molecular figures-of-eight - crossing the bridge from fundamentals to functional applications. Org Biomol Chem 2025; 23:2756-2774. [PMID: 39981642 DOI: 10.1039/d5ob00031a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/22/2025]
Abstract
There are myriad [2]catenanes and [2]rotaxanes that consist of two interlocked molecular components. On occasion, supramolecular chemists prepare interlocked molecules where there are covalent linkages between the interlocked molecular components. In this review, progress on pretzelanes ([1]catenanes), [1]rotaxanes and molecular figures-of-eight is surveyed. Particular attention is paid to the application of such molecules, especially where the interlocked structure and/or the covalent linkage(s) play a key functional role.
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Affiliation(s)
- Rebecca L Spicer
- Department of Chemistry, Lancaster University, Lancaster, LA1 4YB, UK.
| | - Nicholas H Evans
- Department of Chemistry, Lancaster University, Lancaster, LA1 4YB, UK.
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12
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Roberts AG, Swanson JMJ. How nature ties peptide knots. Nat Chem Biol 2025; 21:318-319. [PMID: 39592751 DOI: 10.1038/s41589-024-01775-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2024]
Affiliation(s)
- Andrew G Roberts
- Department of Chemistry, University of Utah, Salt Lake City, UT, USA.
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13
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Al Mamun A, Alam K, Koly FA, Showline Chaity F, Ferdous J, Islam S. Genome mining for ribosomally synthesized and post-translationally modified peptides (RiPPs) in Streptomyces bacteria. JOURNAL OF ASIAN NATURAL PRODUCTS RESEARCH 2025; 27:354-367. [PMID: 39140768 DOI: 10.1080/10286020.2024.2390510] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/11/2023] [Revised: 08/01/2024] [Accepted: 08/02/2024] [Indexed: 08/15/2024]
Abstract
Ribosomally synthesized post-translationally modified peptides (RiPPs) are a novel category of bioactive natural products (NPs). Streptomyces bacteria are a potential source of many bioactive NPs. Limited opportunities are available to characterize all the bioactive NP gene clusters. In this study, 410 sequences of Streptomyces were analyzed for RiPPs through genome mining using the National Center for Biotechnology Information (NCBI), by combining BAGEL and anti-SMASH. A total of 4098 RiPPs were found; including both classified (lanthipeptide, RiPP-like, bacteriocin, LAPs, lassopeptide, thiopeptides) and nonclassified RiPPs. Soil was identified as a rich habitat for RiPPs. These data may offer alternative future remedies for various health issues.
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Affiliation(s)
- Abdullah Al Mamun
- Bangladesh Council of Scientific and Industrial Research (BCSIR), Dhaka, Bangladesh
| | - Khorshed Alam
- Bangladesh Standards and Testing Institution (BSTI), Dhaka, Bangladesh
| | - Farjana Akter Koly
- Bangladesh Council of Scientific and Industrial Research (BCSIR), Chattogram Laboratories, Chattogram, Bangladesh
| | - Farjana Showline Chaity
- Bangladesh Council of Scientific and Industrial Research (BCSIR), Chattogram Laboratories, Chattogram, Bangladesh
| | - Jannatul Ferdous
- Bangladesh Council of Scientific and Industrial Research (BCSIR), Chattogram Laboratories, Chattogram, Bangladesh
| | - Saiful Islam
- Bangladesh Council of Scientific and Industrial Research (BCSIR), Chattogram Laboratories, Chattogram, Bangladesh
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14
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Barrett SE, Yin S, Jordan P, Brunson JK, Gordon-Nunez J, Costa Machado da Cruz G, Rosario C, Okada BK, Anderson K, Pires TA, Wang R, Shukla D, Burk MJ, Mitchell DA. Substrate interactions guide cyclase engineering and lasso peptide diversification. Nat Chem Biol 2025; 21:412-419. [PMID: 39261643 DOI: 10.1038/s41589-024-01727-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2024] [Accepted: 08/12/2024] [Indexed: 09/13/2024]
Abstract
Lasso peptides are a diverse class of naturally occurring, highly stable molecules kinetically trapped in a distinctive [1]rotaxane conformation. How the ATP-dependent lasso cyclase constrains a relatively unstructured substrate peptide into a low entropy product has remained a mystery owing to poor enzyme stability and activity in vitro. In this study, we combined substrate tolerance data with structural predictions, bioinformatic analysis, molecular dynamics simulations and mutational scanning to construct a model for the three-dimensional orientation of the substrate peptide in the lasso cyclase active site. Predicted peptide cyclase molecular contacts were validated by rationally engineering multiple, phylogenetically diverse lasso cyclases to accept substrates rejected by the wild-type enzymes. Finally, we demonstrate the utility of lasso cyclase engineering by robustly producing previously inaccessible variants that tightly bind to integrin αvβ8, which is a primary activator of transforming growth factor β and, thus, an important anti-cancer target.
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Affiliation(s)
- Susanna E Barrett
- Department of Chemistry, University of Illinois Urbana-Champaign, Urbana, IL, USA
- Carl R. Woese Institute for Genomic Biology, University of Illinois Urbana-Champaign, Urbana, IL, USA
| | - Song Yin
- Department of Chemical and Biomolecular Engineering, University of Illinois Urbana-Champaign, Urbana, IL, USA
| | | | | | | | | | | | | | | | - Thomas A Pires
- Department of Chemistry, University of Illinois Urbana-Champaign, Urbana, IL, USA
- Carl R. Woese Institute for Genomic Biology, University of Illinois Urbana-Champaign, Urbana, IL, USA
| | - Ruoyang Wang
- Department of Chemistry, University of Illinois Urbana-Champaign, Urbana, IL, USA
- Carl R. Woese Institute for Genomic Biology, University of Illinois Urbana-Champaign, Urbana, IL, USA
| | - Diwakar Shukla
- Department of Chemistry, University of Illinois Urbana-Champaign, Urbana, IL, USA
- Department of Chemical and Biomolecular Engineering, University of Illinois Urbana-Champaign, Urbana, IL, USA
- Center for Biophysics and Quantitative Biology, University of Illinois Urbana-Champaign, Urbana, IL, USA
- Department of Bioengineering, University of Illinois Urbana-Champaign, Urbana, IL, USA
| | | | - Douglas A Mitchell
- Department of Chemistry, University of Illinois Urbana-Champaign, Urbana, IL, USA.
- Carl R. Woese Institute for Genomic Biology, University of Illinois Urbana-Champaign, Urbana, IL, USA.
- Department of Microbiology, University of Illinois Urbana-Champaign, Urbana, IL, USA.
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15
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Huang J, Cheng B, Cao C, Liu W. Genome mining and heterologous expression reveal streptacidin, a new lasso peptide from Streptacidiphilus jiangxiensis. Org Biomol Chem 2025; 23:1723-1730. [PMID: 39807060 DOI: 10.1039/d4ob01998a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2025]
Abstract
A lasso peptide biosynthetic gene cluster (BGC) was identified through genome mining in the species Streptacidiphilus jiangxiensis CGMCC 4.1857, which was isolated from acidic rhizosphere soil. The BGC was reconstructed in Escherichia coli, leading to the heterologous production of a lasso peptide named streptacidin. The solution structure of streptacidin was determined based on the distance constraints derived from the NOESY spectrum, establishing the first lasso peptide utilizing methionine as a steric lock for the unique spatial configuration and the remarkable stability against heat (up to 95 °C) and proteolytic degradation by carboxypeptidase Y and chymotrypsin. Under experimental conditions, streptacidin showed weak effectiveness against vancomycin sensitive Enterococcus faecalis ATCC 29212 and Pseudomonas aeruginosa ATCC 902. These findings further the understanding of this distinctive class of compounds.
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Affiliation(s)
- Jiwu Huang
- State Key Laboratory of Chemical Biology, Shanghai Institute of Organic Chemistry, Chinese Academy of Sciences, Shanghai 200032, China.
| | - Botao Cheng
- State Key Laboratory of Chemical Biology, Shanghai Institute of Organic Chemistry, Chinese Academy of Sciences, Shanghai 200032, China.
| | - Chunyang Cao
- State Key Laboratory of Chemical Biology, Shanghai Institute of Organic Chemistry, Chinese Academy of Sciences, Shanghai 200032, China.
| | - Wen Liu
- State Key Laboratory of Chemical Biology, Shanghai Institute of Organic Chemistry, Chinese Academy of Sciences, Shanghai 200032, China.
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16
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Molina D, Angamarca E, Marinescu GC, Popescu RG, Tenea GN. Integrating Metabolomics and Genomics to Uncover Antimicrobial Compounds in Lactiplantibacillus plantarum UTNGt2, a Cacao-Originating Probiotic from Ecuador. Antibiotics (Basel) 2025; 14:123. [PMID: 40001367 PMCID: PMC11851819 DOI: 10.3390/antibiotics14020123] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2024] [Revised: 01/19/2025] [Accepted: 01/21/2025] [Indexed: 02/27/2025] Open
Abstract
Background/Objectives: Lactic acid bacteria (LAB) produce several diverse metabolites during fermentation that play key roles in enhancing health and food quality. These metabolites include peptides, organic acids, exopolysaccharides, and antimicrobial compounds, which contribute to gut health, immune system modulation, and pathogen inhibition. This study analyzed the intracellular (Met-Int) and extracellular metabolites (Met-Ext-CFS; cell-free supernatant) of Lactiplantibacillus plantarum UTNGt2, a probiotic strain isolated from Theobroma grandiflorum. Methods: The assessment was performed using capillary LC-MS/MS metabolomics with a SWATH-based data-independent acquisition approach to identify molecules associated with antimicrobial activity. Results: The integration of metabolomic data with whole-genome annotation enabled the identification of several key metabolites, including amino acids, nucleotides, organic acids, oligopeptides, terpenes, and flavonoids, many of which were associated with the antimicrobial activity of UTNGt2. Pathway analysis reveals critical processes such as secondary metabolite biosynthesis, nucleotide and galactose metabolism, and cofactor biosynthesis. By integrating RiPP (ribosomally synthesized and post-translationally modified peptide) cluster gene predictions with LC-MS data, this study validates the production of specific RiPPs and uncovers novel bioactive compounds encoded within the UTNGt2 genome. The oligopeptide val-leu-pro-val-pro-gln found in both Met-Int (ESI+) and Met-Ext-CFS (ESI+) may contribute to the strain's antimicrobial strength. It could also enhance probiotic and fermentation-related functions. Conclusions: While genome-based predictions highlight the strain's biosynthetic potential, the actual metabolite profile is influenced by factors like transcriptional regulation, post-transcriptional and post-translational modifications, and environmental conditions. These findings emphasize the value of multi-omics approaches in providing a holistic understanding of metabolite production and its role in antimicrobial activity.
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Affiliation(s)
- Diana Molina
- Biofood and Nutraceutics Research and Development Group, Faculty of Engineering in Agricultural and Environmental Sciences, Universidad Técnica del Norte, Ibarra 100150, Ecuador; (D.M.); (E.A.)
| | - Evelyn Angamarca
- Biofood and Nutraceutics Research and Development Group, Faculty of Engineering in Agricultural and Environmental Sciences, Universidad Técnica del Norte, Ibarra 100150, Ecuador; (D.M.); (E.A.)
| | - George Cătălin Marinescu
- Asociația Independent Research, 58 Timișului, Sector 1, 012416 Bucharest, Romania; (G.C.M.); (R.G.P.)
- Blue Screen SRL, 58 Timișului, Sector 1, 012416 Bucharest, Romania
| | - Roua Gabriela Popescu
- Asociația Independent Research, 58 Timișului, Sector 1, 012416 Bucharest, Romania; (G.C.M.); (R.G.P.)
- Blue Screen SRL, 58 Timișului, Sector 1, 012416 Bucharest, Romania
| | - Gabriela N. Tenea
- Biofood and Nutraceutics Research and Development Group, Faculty of Engineering in Agricultural and Environmental Sciences, Universidad Técnica del Norte, Ibarra 100150, Ecuador; (D.M.); (E.A.)
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17
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Nguyen JDM, da Hora GCA, Mifflin MC, Roberts AG, Swanson JMJ. Tying the Knot: In Silico Design of Foldable Lasso Peptides. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.01.17.633674. [PMID: 39896618 PMCID: PMC11785075 DOI: 10.1101/2025.01.17.633674] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/04/2025]
Abstract
Lasso peptides are a unique class of natural products with distinctively threaded structures, conferring exceptional stability against thermal and proteolytic degradation. Despite their promising biotechnological and pharmaceutical applications, reported attempts to prepare them by chemical synthesis result in forming the nonthreaded branched-cyclic isomer, rather than the desired lassoed structure. This is likely due to the entropic challenge of folding a short, threaded motif prior to chemically mediated cyclization. Accordingly, this study aims to better understand and enhance the relative stability of pre-lasso conformations-the essential precursor to lasso peptide formation-through sequence optimization, chemical modification, and disulfide incorporation. Using Rosetta fixed backbone design, optimal sequences for several class II lasso peptides are identified. Enhanced sampling with well-tempered metadynamics confirmed that designed sequences derived from the lasso structures of rubrivinodin and microcin J25 exhibit a notable improvement in pre-lasso stability relative to the competing nonthreaded conformations. Chemical modifications to the isopeptide bond-forming residues of microcin J25 further increase the probability of pre-lasso formation, highlighting the beneficial role of non-canonical amino acid residues. Counterintuitively, the introduction of a disulfide cross-link decreased pre-lasso stability. Although cross-linking inherently constrains the peptide structure, decreasing the entropic dominance of unfolded phase space, it hinders the requisite wrapping of the N-terminal end around the tail to adopt the pre-lasso conformation. However, combining chemical modifications with the disulfide cross-link results in further pre-lasso stabilization, indicating that the ring modifications counteract the constraints and provide a cooperative benefit with cross-linking. These findings lay the groundwork for further design efforts to enable synthetic access to the lasso peptide scaffold. SIGNIFICANCE Lasso peptides are a unique class of ribosomally synthesized and post-translationally modified natural products with diverse biological activities and potential for therapeutic applications. Although direct synthesis would facilitate therapeutic design, it has not yet been possible to fold these short sequences to their threaded architecture without the help of biosynthetic enzyme stabilization. Our work explores strategies to enhance the stability of the pre-lasso structure, the essential precursor to de novo lasso peptide formation. We find that sequence design, incorporating non-canonical amino acid residues, and design-guided cross-linking can augment stability to increase the likelihood of lasso motif accessibility. This work presents several strategies for the continued design of foldable lasso peptides.
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18
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Shen H, Li Y, Pi Q, Tian J, Xu X, Huang Z, Huang J, Pian C, Mao S. Unveiling novel antimicrobial peptides from the ruminant gastrointestinal microbiomes: A deep learning-driven approach yields an anti-MRSA candidate. J Adv Res 2025:S2090-1232(25)00005-0. [PMID: 39756573 DOI: 10.1016/j.jare.2025.01.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2024] [Revised: 01/01/2025] [Accepted: 01/02/2025] [Indexed: 01/07/2025] Open
Abstract
INTRODUCTION Antimicrobial peptides (AMPs) present a promising avenue to combat the growing threat of antibiotic resistance. The ruminant gastrointestinal microbiome serves as a unique ecosystem that offers untapped potential for AMP discovery. OBJECTIVES The aims of this study are to develop an effective methodology for the identification of novel AMPs from ruminant gastrointestinal microbiomes, followed by evaluating their antimicrobial efficacy and elucidating the mechanisms underlying their activity. METHODS We developed a deep learning-based model to identify AMP candidates from a dataset comprising 120 metagenomes and 10,373 metagenome-assembled genomes derived from the ruminant gastrointestinal tract. Both in vivo and in vitro experiments were performed to examine and validate the antimicrobial activities of the AMP candidates that were selected through bioinformatic analysis and subsequently synthesized chemically. Additionally, molecular dynamics simulations were conducted to explore the action mechanism of the most potent AMP candidate. RESULTS The deep learning model identified 27,192 potential secretory AMP candidates. Following bioinformatic analysis, 39 candidates were synthesized and tested. Remarkably, all synthesized peptides demonstrated antimicrobial activity against Staphylococcus aureus, with 79.5% showing effectiveness against multiple pathogens. Notably, Peptide 4, which exhibited the highest antimicrobial activity against methicillin-resistant Staphylococcus aureus (MRSA), confirmed this effect in a mouse model with wound infection, exhibiting a low propensity for resistance development and minimal cytotoxicity and hemolysis towards mammalian cells. Molecular dynamics simulations provided insights into the mechanism of Peptide 4, primarily its ability to disrupt bacterial cell membranes, leading to cell death. CONCLUSION This study highlights the power of combining deep learning with microbiome research to uncover novel therapeutic candidates, paving the way for the development of next-generation antimicrobials like Peptide 4 to combat the growing threat of MRSA would infections. It also underscores the value of utilizing ruminant microbial resources.
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Affiliation(s)
- Hong Shen
- Bioinformatics Center, Academy for Advanced Interdisciplinary Studies, Nanjing Agricultural University, Nanjing 210095, Jiangsu, China
| | - Yanru Li
- College of Agriculture, Nanjing Agricultural University, Nanjing 210095, Jiangsu, China
| | - Qingjie Pi
- Ruminant Nutrition and Feed Engineering Technology Research Center, College of Animal Science and Technology, Nanjing Agricultural University, Nanjing 210095, Jiangsu, China; Laboratory of Gastrointestinal Microbiology, Jiangsu Key Laboratory of Gastrointestinal Nutrition and Animal Health, National Center for International Research on Animal Gut Nutrition, College of Animal Science and Technology, Nanjing Agricultural University, Nanjing 210095, Jiangsu, China
| | - Junru Tian
- Ruminant Nutrition and Feed Engineering Technology Research Center, College of Animal Science and Technology, Nanjing Agricultural University, Nanjing 210095, Jiangsu, China; Laboratory of Gastrointestinal Microbiology, Jiangsu Key Laboratory of Gastrointestinal Nutrition and Animal Health, National Center for International Research on Animal Gut Nutrition, College of Animal Science and Technology, Nanjing Agricultural University, Nanjing 210095, Jiangsu, China
| | - Xianghan Xu
- College of Veterinary Medicine, Nanjing Agricultural University, Nanjing 210095, Jiangsu, China
| | - Zan Huang
- Ruminant Nutrition and Feed Engineering Technology Research Center, College of Animal Science and Technology, Nanjing Agricultural University, Nanjing 210095, Jiangsu, China; Laboratory of Gastrointestinal Microbiology, Jiangsu Key Laboratory of Gastrointestinal Nutrition and Animal Health, National Center for International Research on Animal Gut Nutrition, College of Animal Science and Technology, Nanjing Agricultural University, Nanjing 210095, Jiangsu, China.
| | - Jinghu Huang
- College of Veterinary Medicine, Nanjing Agricultural University, Nanjing 210095, Jiangsu, China.
| | - Cong Pian
- School of Basic Medicine and Clinical Pharmacy, China Pharmaceutical University, Nanjing 211198, Jiangsu, China.
| | - Shengyong Mao
- Ruminant Nutrition and Feed Engineering Technology Research Center, College of Animal Science and Technology, Nanjing Agricultural University, Nanjing 210095, Jiangsu, China; Laboratory of Gastrointestinal Microbiology, Jiangsu Key Laboratory of Gastrointestinal Nutrition and Animal Health, National Center for International Research on Animal Gut Nutrition, College of Animal Science and Technology, Nanjing Agricultural University, Nanjing 210095, Jiangsu, China.
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19
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Kämpfer P, Glaeser SP, McInroy JA, Busse HJ, Clermont D, Criscuolo A. Description of Cohnella rhizoplanae sp. nov., isolated from the root surface of soybean (Glycine max). Antonie Van Leeuwenhoek 2024; 118:41. [PMID: 39718652 PMCID: PMC11668882 DOI: 10.1007/s10482-024-02051-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2024] [Accepted: 12/03/2024] [Indexed: 12/25/2024]
Abstract
A Gram-staining-positive, aerobic bacterium, designated strain JJ-181 T, was isolated from the root surface of soybean. Based on the 16S rRNA gene sequence similarities, strain JJ-181 T was grouped into the genus Cohnella, most closely related to Cohnella hashimotonis F6_2S_P_1T (98.85%) and C. ginsengisoli GR21-5 T (98.3%). The pairwise average nucleotide identity and digital DNA-DNA hybridisation values of the JJ-181 T genome assembly against publicly available Cohnella type strain genomes were below 84% and 28%, respectively. The fatty acid profile from whole cell hydrolysates, the cell wall diaminoacid, the quinone system, the polar lipid profile, and the polyamine pattern supported the allocation of strain JJ-181 T to the genus Cohnella. In addition, the results of physiological and biochemical tests also allowed phenotypic differentiation of strain JJ-181 T from its closely-related Cohnella species. Functional analysis revealed that strain JJ-181 T has different gene clusters related to swarming motility, chemotaxis ability, and endospore and biofilm formations. The gene content also suggests the ability of strain JJ-181 T to synthesise biotin and riboflavin, as well as indole-3-acetic acid, an important phytohormone for plant growth. Based on polyphasic analyses, strain JJ-181 T can be classified as a new species of the genus Cohnella, for which we propose the name Cohnella rhizoplanae sp. nov., with strain JJ-181 T (= LMG 31678 T = CIP 112018 T = CCM 9031 T = DSM 110650 T) as the type strain.
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Affiliation(s)
- Peter Kämpfer
- Institut für Angewandte Mikrobiologie, Justus-Liebig-Universität Giessen, Heinrich-Buff-Ring 26-32, 35392, Giessen, Germany.
| | - Stefanie P Glaeser
- Institut für Angewandte Mikrobiologie, Justus-Liebig-Universität Giessen, Heinrich-Buff-Ring 26-32, 35392, Giessen, Germany
| | - John A McInroy
- Division - Entomology and Plant Pathology Dept., Auburn University, Alabama, USA
| | - Hans-Jürgen Busse
- Division of Clinical Microbiology and Infection Biology, Institut Für Bakteriologie, Mykologie Und Hygiene, Veterinärmedizinische Universität, Vienna, Austria
| | - Dominique Clermont
- Institut Pasteur, Université de Paris, CIP - Collection of Institut Pasteur, 75015, Paris, France
| | - Alexis Criscuolo
- GIPhy - Genome Informatics and Phylogenetics, Biological Resource Center of Institut Pasteur, Institut Pasteur, Université de Paris, 75015, Paris, France
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20
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Al Musaimi O. Lasso peptides realm: Insights and applications. Peptides 2024; 182:171317. [PMID: 39489300 DOI: 10.1016/j.peptides.2024.171317] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/29/2024] [Revised: 10/05/2024] [Accepted: 10/29/2024] [Indexed: 11/05/2024]
Abstract
Lasso peptides exhibit a range of bioactivities, including antiviral effects, inhibition of the glucagon receptor, blockade of the endothelin type B receptor, inhibition of myosin light chain kinase, and modulation of the atrial natriuretic factor, as well as notable antimicrobial properties. Intriguingly, lasso peptides exhibit remarkable proteolytic and thermal stability, addressing one of the key challenges that traditional peptides often face. The challenge in producing those valuable peptides remains the main hurdle in the way of producing larger quantities or even modifying them with more potent analogues. Genome mining and heterologous expression approaches have greatly facilitated the production of lasso peptides, moving beyond mere isolation techniques. This advancement not only allows for larger quantities but also enables the creation of additional analogues with improved stability and potency. This review aims to explore the unique bioactivities and stability of lasso peptides, along with recent advancements in genome mining and heterologous expression that address production challenges and open pathways for engineering potent analogues.
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Affiliation(s)
- Othman Al Musaimi
- School of Pharmacy, Newcastle University, Newcastle upon Tyne UK NE1 7RU, UK; Department of Chemical Engineering, Imperial College London, London SW7 2AZ, UK.
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21
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Wong DA, Shaver ZM, Cabezas MD, Daniel-Ivad M, Warfel KF, Prasanna DV, Sobol SE, Fernandez R, Nicol R, DeLisa MP, Balskus EP, Karim AS, Jewett MC. Development of cell-free platforms for discovering, characterizing, and engineering post-translational modifications. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.03.25.586624. [PMID: 39651187 PMCID: PMC11623507 DOI: 10.1101/2024.03.25.586624] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/11/2024]
Abstract
Post-translational modifications (PTMs) are important for the stability and function of many therapeutic proteins and peptides. Current methods for studying and engineering PTM installing proteins often suffer from low-throughput experimental techniques. Here we describe a generalizable, in vitro workflow coupling cell-free protein synthesis (CFPS) with AlphaLISA for the rapid expression and testing of PTM installing proteins. We apply our workflow to two representative classes of peptide and protein therapeutics: ribosomally synthesized and post-translationally modified peptides (RiPPs) and conjugate vaccines. First, we demonstrate how our workflow can be used to characterize the binding activity of RiPP recognition elements, an important first step in RiPP biosynthesis, and be integrated into a biodiscovery pipeline for computationally predicted RiPP products. Then, we adapt our workflow to study and engineer oligosaccharyltransferases (OSTs) involved in conjugate vaccine production, enabling the identification of mutant OSTs and sites within a carrier protein that enable high efficiency production of conjugate vaccines. In total, we expect that our workflow will accelerate design-build-test cycles for engineering PTMs.
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22
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Li Y, Zhang J, Wei K, Zhou D, Wang Z, Zeng Z, Han Y, Cao W. Multi-Lasso Peptide-Based Synergistic Nanocomposite: A High-Stability, Broad-Spectrum Antimicrobial Agent with Potential for Combined Antibacterial Therapy. ACS NANO 2024; 18:31435-31450. [PMID: 39475538 DOI: 10.1021/acsnano.4c11443] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/13/2024]
Abstract
Lasso peptides, natural biological microcins composed of small molecules, have demonstrated efficient bactericidal activity. However, a single lasso peptide is characterized by a narrow and targeted bactericidal spectrum. In this study, a chitosan (CN) derivative-based polymer nanomaterial incorporating three lasso peptides (MccY, MccJ25, and Klebsidin) was designed and synthesized to broaden its antimicrobial spectrum. To enhance resistance to acid and alkali conditions, arginine was appended to the terminus of conjugates, resulting in Chitosan-Lasso-Peptides-Arg (CN-LPs-Arg), and the nanomaterial biocompatibility and bactericidal activity were characterized. Chemical stability test results demonstrate that CN-LPs-Arg effectively buffered the acid-base effect of the compound. Notably, CN-LPs-Arg extended the antimicrobial spectrum of Gram-negative and Gram-positive strains including Klebsiella, Salmonella, and Staphylococcus (MIC = 0.01-1.0 μM). CN-LPs-Arg exerts its destructive effects on bacteria via a series of mechanisms; it adheres to and then penetrates the membrane, causes rupture, and leads to bacterial death. Transcriptomic data revealed that CN-LPs-Arg produced a distinct inhibitory effect on ribosomal protein subunits synthesis pathways and membrane metabolic inhibition. Furthermore, CN-LPs-Arg was nontoxic to cells and exhibited excellent biocompatibility. CN-LPs-Arg reduced bacterial burden in organs and the levels of inflammatory factors IL-6, IL-8, and TNF-α in tissues of mice with acute bacterial infections. Furthermore, it promoted the recovery of Klebsiella-infected C57BL/6 mice, demonstrating a favorable therapeutic effect in vivo. The multilasso peptide-based synergistic nanocomposite of CN-LPs-Arg exhibited high stability as a broad-spectrum antimicrobial agent with potential for combined antibacterial therapy and utilization in the fields of food, biomedicine, and public health.
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Affiliation(s)
- Yu Li
- College of Veterinary Medicine, South China Agricultural University, Guangzhou 510642, Guangdong, China
| | - Jinyu Zhang
- College of Veterinary Medicine, South China Agricultural University, Guangzhou 510642, Guangdong, China
| | - Ke Wei
- College of Veterinary Medicine, South China Agricultural University, Guangzhou 510642, Guangdong, China
| | - Di Zhou
- College of Veterinary Medicine, South China Agricultural University, Guangzhou 510642, Guangdong, China
| | - Zepeng Wang
- College of Veterinary Medicine, South China Agricultural University, Guangzhou 510642, Guangdong, China
| | - Zhiwei Zeng
- College of Veterinary Medicine, South China Agricultural University, Guangzhou 510642, Guangdong, China
| | - Yu Han
- College of Veterinary Medicine, South China Agricultural University, Guangzhou 510642, Guangdong, China
| | - Weisheng Cao
- College of Veterinary Medicine, South China Agricultural University, Guangzhou 510642, Guangdong, China
- Key Laboratory of Zoonosis Prevention and Control of Guangdong Province, Guangzhou 510642, Guangdong, China
- Key Laboratory of Zoonosis of Ministry of Agriculture and Rural Affairs, Guangzhou 510642, Guangdong, China
- Key Laboratory of Veterinary Vaccine Innovation of the Ministry of Agriculture and Rural Affairs, Guangzhou 510642, Guangdong, China
- National and Regional Joint Engineering Laboratory for Medicament of Zoonosis Prevention and Control, Guangzhou 510642, Guangdong, China
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23
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Griffiths DB, Tiwari RP, Murphy DV, Scott C. Comparative genomics of the highly halophilic Haloferacaceae. Sci Rep 2024; 14:27025. [PMID: 39506039 PMCID: PMC11541754 DOI: 10.1038/s41598-024-78438-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2024] [Accepted: 10/30/2024] [Indexed: 11/08/2024] Open
Abstract
The Haloferacaceae are a family of extremely halophilic archaea with many species producing enzymes and products beneficial for industrial biotechnology. They are, however, relatively under-characterised with regards to genetics and gene products. This study aims to use existing sequence data to highlight genetic diversity, create pangenomes for three genera, and provide secondary metabolite and pathway analysis. This will establish current knowledge and identify key gaps in research. We show that the Haloferacaceae have significant genetic diversity between genera, with numerous gene gain and loss events in key genera. It also found that the model genus, Haloferax, has relatively low identified secondary metabolites compared to other genera within the family. Additionally, this study has identified potential biotechnology targets for heterologous expression in model organisms.
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Affiliation(s)
- Dana B Griffiths
- Bioplastics Innovation Hub, Food Futures Institute, Murdoch University, Perth, WA, 6150, Australia.
- School of Medical, Molecular and Forensic Sciences, Murdoch University, Perth, WA, 6150, Australia.
| | - Ravi P Tiwari
- Bioplastics Innovation Hub, Food Futures Institute, Murdoch University, Perth, WA, 6150, Australia
- School of Medical, Molecular and Forensic Sciences, Murdoch University, Perth, WA, 6150, Australia
| | - Daniel V Murphy
- Bioplastics Innovation Hub, Food Futures Institute, Murdoch University, Perth, WA, 6150, Australia
| | - Colin Scott
- Bioplastics Innovation Hub, Food Futures Institute, Murdoch University, Perth, WA, 6150, Australia
- CSIRO Environment, Canberra, ACT, 2601, Australia
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24
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Hubrich F, Kandy SK, Chepkirui C, Padhi C, Mordhorst S, Moosmann P, Zhu T, Gugger M, Chekan JR, Piel J. Ribosomal peptides with polycyclic isoprenoid moieties. Chem 2024; 10:3224-3242. [PMID: 39429465 PMCID: PMC11484575 DOI: 10.1016/j.chempr.2024.07.026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2024]
Abstract
Isoprenoid modifications of proteins and peptides serve fundamental biological functions and are of therapeutic interest. While C15 (farnesyl) and C20 (geranylgeranyl) moieties are prevalent among proteins, known ribosomal peptide prenylations involve shorter-chain units not exceeding farnesyl in size. To our knowledge, cyclized terpene moieties have not been reported from either biomolecule class. Here we used targeted genome mining and heterologous pathway reconstitution to identify ribosomally synthesized and post-translationally modified peptides (RiPPs) with elaborate, cyclized geranylgeranyl modifications. The installing maturases commonly feature fused prenyltransferase-terpene cyclase architectures. We characterized two bifunctional maturases with distinct prenyltransferase folds and identified the terminal product of a cyanobacterial proteusin as an exceptionally complex pseudosteroid-annelated polycyclic peptide. Bioassays suggest modest anti-cyanobacterial activity with the modification being crucial for activity. Genome data predict cyclic isoprenoid units for various RiPP families including proteusin, Nif11, and lasso peptides and thus broader natural and biotechnological compatibility of the maturase system.
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Affiliation(s)
- Florian Hubrich
- Institute of Microbiology, Eidgenössische Technische Hochschule (ETH) Zürich, Vladimir-Prelog Weg 4, 8093 Zürich, Switzerland
- Present address: Pharmaceutical Institute, Saarland University; Helmholtz Institute for Pharmaceutical Research Saarland (HIPS); Campus Saarbrücken C2.3, 66123 Saarbrücken, Germany
| | - Sanath K. Kandy
- Department of Chemistry and Biochemistry, University of North Carolina at Greensboro; Greensboro, NC 27402-6170, United States of America
| | - Clara Chepkirui
- Institute of Microbiology, Eidgenössische Technische Hochschule (ETH) Zürich, Vladimir-Prelog Weg 4, 8093 Zürich, Switzerland
| | - Chandrashekhar Padhi
- Institute of Microbiology, Eidgenössische Technische Hochschule (ETH) Zürich, Vladimir-Prelog Weg 4, 8093 Zürich, Switzerland
- Present address: Department of Chemistry and Howard Hughes Medical Institute, University of Illinois Urbana-Champaign, Urbana, Illinois 61801, United States of America
| | - Silja Mordhorst
- Institute of Microbiology, Eidgenössische Technische Hochschule (ETH) Zürich, Vladimir-Prelog Weg 4, 8093 Zürich, Switzerland
- Present address: Pharmaceutical Institute, University of Tübingen; Auf der Morgenstelle 8, 72076 Tübingen, Germany
| | - Philipp Moosmann
- Institute of Microbiology, Eidgenössische Technische Hochschule (ETH) Zürich, Vladimir-Prelog Weg 4, 8093 Zürich, Switzerland
| | - Tao Zhu
- Qingdao Institute of Bioenergy and Bioprocess Technology, Chinese Academy of Sciences; Shandong Energy Institute; Qingdao New Energy Shandong Laboratory, Qingdao 266101, China
| | - Muriel Gugger
- Institut Pasteur, Université Paris Cité, Collection of Cyanobacteria, F-75015 Paris, France
| | - Jonathan R. Chekan
- Department of Chemistry and Biochemistry, University of North Carolina at Greensboro; Greensboro, NC 27402-6170, United States of America
| | - Jörn Piel
- Institute of Microbiology, Eidgenössische Technische Hochschule (ETH) Zürich, Vladimir-Prelog Weg 4, 8093 Zürich, Switzerland
- Lead contact: Jörn Piel
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25
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Niu W, Guo J. Cellular Site-Specific Incorporation of Noncanonical Amino Acids in Synthetic Biology. Chem Rev 2024; 124:10577-10617. [PMID: 39207844 PMCID: PMC11470805 DOI: 10.1021/acs.chemrev.3c00938] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/04/2024]
Abstract
Over the past two decades, genetic code expansion (GCE)-enabled methods for incorporating noncanonical amino acids (ncAAs) into proteins have significantly advanced the field of synthetic biology while also reaping substantial benefits from it. On one hand, they provide synthetic biologists with a powerful toolkit to enhance and diversify biological designs beyond natural constraints. Conversely, synthetic biology has not only propelled the development of ncAA incorporation through sophisticated tools and innovative strategies but also broadened its potential applications across various fields. This Review delves into the methodological advancements and primary applications of site-specific cellular incorporation of ncAAs in synthetic biology. The topics encompass expanding the genetic code through noncanonical codon addition, creating semiautonomous and autonomous organisms, designing regulatory elements, and manipulating and extending peptide natural product biosynthetic pathways. The Review concludes by examining the ongoing challenges and future prospects of GCE-enabled ncAA incorporation in synthetic biology and highlighting opportunities for further advancements in this rapidly evolving field.
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Affiliation(s)
- Wei Niu
- Department of Chemical & Biomolecular Engineering, University of Nebraska-Lincoln, Lincoln, Nebraska, 68588, United States
- The Nebraska Center for Integrated Biomolecular Communication (NCIBC), University of Nebraska-Lincoln, Lincoln, Nebraska, 68588, United States
| | - Jiantao Guo
- Department of Chemistry, University of Nebraska-Lincoln, Lincoln, Nebraska, 68588, United States
- The Nebraska Center for Integrated Biomolecular Communication (NCIBC), University of Nebraska-Lincoln, Lincoln, Nebraska, 68588, United States
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26
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Tan HN, Liu WQ, Ho J, Chen YJ, Shieh FJ, Liao HT, Wang SP, Hegemann JD, Chang CY, Chu J. Structure Prediction and Protein Engineering Yield New Insights into Microcin J25 Precursor Recognition. ACS Chem Biol 2024; 19:1982-1990. [PMID: 39163642 PMCID: PMC11420955 DOI: 10.1021/acschembio.4c00251] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2024] [Revised: 07/25/2024] [Accepted: 08/12/2024] [Indexed: 08/22/2024]
Abstract
Microcin J25 (MccJ25), a lasso peptide antibiotic with a unique structure that resembles the lariat knot, has been a topic of intense interest since its discovery in 1992. The precursor (McjA) contains a leader and a core segment. McjB is a protease activated upon binding to the leader, and McjC converts the core segment into the mature MccJ25. Previous studies suggested that these biosynthetic steps likely proceed in a (nearly) concerted fashion; however, there is only limited information regarding the structural and molecular intricacies of MccJ25 biosynthesis. To close this knowledge gap, we used AlphaFold2 to predict the structure of the precursor (McjA) in complex with its biosynthetic enzymes (McjB and McjC) and queried the critical predicted features by protein engineering. Based on the predicted structure, we designed protein variants to show that McjB can still be functional and form a proficient biosynthetic complex with McjC when its recognition and protease domains were circularly permutated or split into separate proteins. Specific residues important for McjA recognition were also identified, which permitted us to pinpoint a compensatory mutation (McjBM108T) to restore McjA/McjB interaction that rescued an otherwise nearly nonproductive precursor variant (McjAT-2M). Studies of McjA, McjB, and McjC have long been mired by them being extremely difficult to handle experimentally, and our results suggest that the AF2 predicted ternary complex structure may serve as a reasonable starting point for understanding MccJ25 biosynthesis. The prediction-validation workflow presented herein combined artificial intelligence and laboratory experiments constructively to gain new insights.
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Affiliation(s)
- Hui-Ni Tan
- Department
of Chemistry, National Taiwan University, Taipei 10617, Taiwan
| | - Wei-Qi Liu
- Department
of Chemistry, National Taiwan University, Taipei 10617, Taiwan
| | - Josh Ho
- Department
of Chemistry, National Taiwan University, Taipei 10617, Taiwan
| | - Yi-Ju Chen
- Department
of Chemistry, National Taiwan University, Taipei 10617, Taiwan
| | - Fang-Jie Shieh
- Department
of Chemistry, National Taiwan University, Taipei 10617, Taiwan
| | - Hsiao-Tzu Liao
- Department
of Biological Science and Technology, National
Yang Ming Chiao Tung University, Hsinchu 300193, Taiwan
| | - Shu-Ping Wang
- Institute
of Biomedical Sciences, Academia Sinica, Taipei 115201, Taiwan
| | - Julian D. Hegemann
- Helmholtz
Institute for Pharmaceutical Research Saarland, Helmholtz Centre for
Infection Research, Saarland
University Campus, 66123 Saarbrücken, Germany
| | - Chin-Yuan Chang
- Department
of Biological Science and Technology, National
Yang Ming Chiao Tung University, Hsinchu 300193, Taiwan
| | - John Chu
- Department
of Chemistry, National Taiwan University, Taipei 10617, Taiwan
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27
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Reyna-Campos AO, Ruiz-Villafan B, Macías-Rubalcava ML, Langley E, Rodríguez-Sanoja R, Sánchez S. Heterologous expression of lasso peptides with apparent participation in the morphological development in Streptomyces. AMB Express 2024; 14:97. [PMID: 39225916 PMCID: PMC11371967 DOI: 10.1186/s13568-024-01761-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2024] [Accepted: 08/22/2024] [Indexed: 09/04/2024] Open
Abstract
Lasso peptides, ribosomally synthesized and post-translationally modified peptides, are primarily produced by bacteria and some archaea. Streptomyces lasso peptides have been known for their antimicrobial, anticancer, and antiviral properties. However, understanding their role in the morphology and production of secondary metabolites remains limited. We identified a previously unknown lasso peptide gene cluster in the genome of Streptomyces sp. L06. This gene cluster (LASS) produces two distinct lasso peptides, morphosin-1 and - 2. Notably, morphosin-2 is a member of a new subfamily of lasso peptides, with BGCs exhibiting a similar structure. When LASS was expressed in different Streptomyces hosts, it led to exciting phenotypic changes, including the absence of spores and damage in aerial mycelium development. In one of the hosts, LASS even triggered antibiotic formation. These findings open up a world of possibilities, suggesting the potential role of morphosins in shaping Streptomyces' morphological and biochemical development.
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Affiliation(s)
- Alma Ofelia Reyna-Campos
- Departamento de Biología Molecular y Biotecnología del Instituto de Investigaciones Biomédicas, Universidad Nacional Autónoma de México (UNAM), 04510, CdMx, Mexico
- Posgrado en Ciencias Biológicas, Unidad de Posgrado, UNAM. , CdMx, 04510, Mexico
| | - Beatriz Ruiz-Villafan
- Departamento de Biología Molecular y Biotecnología del Instituto de Investigaciones Biomédicas, Universidad Nacional Autónoma de México (UNAM), 04510, CdMx, Mexico
| | | | - Elizabeth Langley
- Departmento de Investigación Básica, Instituto Nacional de Cancerología, CdMx, 14080, Mexico
| | - Romina Rodríguez-Sanoja
- Departamento de Biología Molecular y Biotecnología del Instituto de Investigaciones Biomédicas, Universidad Nacional Autónoma de México (UNAM), 04510, CdMx, Mexico
| | - Sergio Sánchez
- Departamento de Biología Molecular y Biotecnología del Instituto de Investigaciones Biomédicas, Universidad Nacional Autónoma de México (UNAM), 04510, CdMx, Mexico.
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28
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Ghezzi D, Salvi L, Costantini PE, Firrincieli A, Iorio M, Lopo E, Sosio M, Elbanna AH, Khalil ZG, Capon RJ, De Waele J, Vergara F, Sauro F, Cappelletti M. Ancient and remote quartzite caves as a novel source of culturable microbes with biotechnological potential. Microbiol Res 2024; 286:127793. [PMID: 38901277 DOI: 10.1016/j.micres.2024.127793] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2024] [Revised: 05/23/2024] [Accepted: 05/29/2024] [Indexed: 06/22/2024]
Abstract
Quartzite caves located on table-top mountains (tepuis) in the Guyana Shield, are ancient, remote, and pristine subterranean environments where microbes have evolved peculiar metabolic strategies to thrive in silica-rich, slightly acidic and oligotrophic conditions. In this study, we explored the culturable fraction of the microbiota inhabiting the (ortho)quartzite cave systems in Venezuelan tepui (remote table-top mountains) and we investigated their metabolic and enzymatic activities in relation with silica solubilization and extracellular hydrolytic activities as well as the capacity to produce antimicrobial compounds. Eighty microbial strains were isolated with a range of different enzymatic capabilities. More than half of the isolated strains performed at least three enzymatic activities and four bacterial strains displayed antimicrobial activities. The antimicrobial producers Paraburkholderia bryophila CMB_CA002 and Sphingomonas sp. MEM_CA187, were further analyzed by conducting chemotaxonomy, phylogenomics, and phenomics. While the isolate MEM_CA187 represents a novel species of the genus Sphingomonas, for which the name Sphingomonas imawarii sp. nov. is proposed, P. bryophila CMB_CA002 is affiliated with a few strains of the same species that are antimicrobial producers. Chemical analyses demonstrated that CMB_CA002 produces ditropolonyl sulfide that has a broad range of activity and a possibly novel siderophore. Although the antimicrobial compounds produced by MEM_CA187 could not be identified through HPLC-MS analysis due to the absence of reference compounds, it represents the first soil-associated Sphingomonas strain with the capacity to produce antimicrobials. This work provides first insights into the metabolic potential present in quartzite cave systems pointing out that these environments are a novel and still understudied source of microbial strains with biotechnological potential.
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Affiliation(s)
- Daniele Ghezzi
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna 40126, Italy
| | - Luca Salvi
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna 40126, Italy
| | - Paolo E Costantini
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna 40126, Italy
| | - Andrea Firrincieli
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna 40126, Italy; Department for Innovation in Biological, Agro-Food and Forest systems, University of Tuscia, Viterbo 01100, Italy
| | | | - Ettore Lopo
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna 40126, Italy
| | | | - Ahmed H Elbanna
- Institute for Molecular Bioscience, The University of Queensland, Brisbane, QLD 4072, Australia; Department of Pharmacognosy, Cairo University, Cairo 11562, Egypt
| | - Zeinab G Khalil
- Institute for Molecular Bioscience, The University of Queensland, Brisbane, QLD 4072, Australia
| | - Robert J Capon
- Institute for Molecular Bioscience, The University of Queensland, Brisbane, QLD 4072, Australia
| | - Jo De Waele
- Department of Biological, Geological, and Environmental Sciences, University of Bologna, Bologna 40126, Italy; La Venta Geographic Explorations Association, Treviso 31100, Italy
| | - Freddy Vergara
- La Venta Geographic Explorations Association, Treviso 31100, Italy; Teraphosa Exploring Team, Puerto Ordaz, Venezuela
| | - Francesco Sauro
- La Venta Geographic Explorations Association, Treviso 31100, Italy
| | - Martina Cappelletti
- Department of Pharmacy and Biotechnology, University of Bologna, Bologna 40126, Italy; La Venta Geographic Explorations Association, Treviso 31100, Italy.
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29
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Li D, Phurbu D, Zhang X, Liu ZX, Wang R, Zheng YY, Zhou YG, Yu YJ, Xue L, Li AH. Virgibacillus tibetensis sp. nov., isolated from salt lake on the Tibetan plateau of China. Int J Syst Evol Microbiol 2024; 74:006525. [PMID: 39312295 PMCID: PMC11419321 DOI: 10.1099/ijsem.0.006525] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2024] [Accepted: 09/05/2024] [Indexed: 09/25/2024] Open
Abstract
One bacterial strain, designated as C22-A2T, was isolated from Lake LungmuCo in Tibet. Cells of strain C22-A2T were long rod-shaped, Gram-stain-negative, non-spore-forming, with positive catalase and oxidase activity. Optimal growth occurred at 20-25 °C, pH 8.0 and with 3.0-7.0% (w/v) NaCl. Phylogenetic analysis of 16S rRNA gene and whole genome sequences revealed that strain C22-A2T belonged to the genus Virgibacillus, showing the highest 16S rRNA gene similarity to Virgibacillus halodenitrificans DSM 10037T (97.6%). The average nucleotide identity values between strain C22-A2T and the type strains of related species in the genus Virgibacillus were less than 74.4% and the digital DNA-DNA hybridization values were less than 20.2%, both below the species delineation thresholds of 95 and 70% respectively. The genome analysis revealed that strain C22-A2T harboured genes responsible for osmotic and oxidative stress, enabling it to adapt to its surrounding environment. In terms of biochemical and physiological characteristics, strain C22-A2T shared similar characteristics with the genus Virgibacillus, including the predominant cellular fatty acid anteiso-C15 : 0, the major respiratory quinone MK-7, as well as the polar lipids phosphatidylglycerol and diphosphatidylglycerol. Based on the comprehensive analysis of phylogenetic, phylogenomic, morphological, physiological and biochemical characteristics, strain C22-A2T is proposed to represent a novel species of the genus Virgibacillus, named as Virgibacillus tibetensis sp. nov. (=CGMCC 1.19202T=KCTC 43426T).
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Affiliation(s)
- Dongyang Li
- China General Microbiological Culture Collection Center (CGMCC), Institute of Microbiology, Chinese Academy of Sciences, Beijing 100101, PR China
- School of Biotechnology and Food Science, Tianjin University of Commerce, Tianjin, PR China
| | - Dorji Phurbu
- Tibet Plateau Key Laboratory of Mycology, Tibet Plateau Institute of Biology, Lhasa, Tibet 850001, PR China
| | - Xuan Zhang
- China General Microbiological Culture Collection Center (CGMCC), Institute of Microbiology, Chinese Academy of Sciences, Beijing 100101, PR China
- School of Biotechnology and Food Science, Tianjin University of Commerce, Tianjin, PR China
| | - Zi-Xuan Liu
- School of Biotechnology and Food Science, Tianjin University of Commerce, Tianjin, PR China
| | - Rui Wang
- Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, Tianjin 300308, PR China
| | - Yan-Yan Zheng
- Tibet Plateau Key Laboratory of Mycology, Tibet Plateau Institute of Biology, Lhasa, Tibet 850001, PR China
| | - Yu-Guang Zhou
- School of Biotechnology and Food Science, Tianjin University of Commerce, Tianjin, PR China
| | - Ya-Jing Yu
- School of Biotechnology and Food Science, Tianjin University of Commerce, Tianjin, PR China
| | - Lu Xue
- China General Microbiological Culture Collection Center (CGMCC), Institute of Microbiology, Chinese Academy of Sciences, Beijing 100101, PR China
| | - Ai-Hua Li
- School of Biotechnology and Food Science, Tianjin University of Commerce, Tianjin, PR China
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30
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Park H, Jin H, Kim D, Lee J. Cell-Free Systems: Ideal Platforms for Accelerating the Discovery and Production of Peptide-Based Antibiotics. Int J Mol Sci 2024; 25:9109. [PMID: 39201795 PMCID: PMC11354240 DOI: 10.3390/ijms25169109] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2024] [Revised: 08/12/2024] [Accepted: 08/19/2024] [Indexed: 09/03/2024] Open
Abstract
Peptide-based antibiotics (PBAs), including antimicrobial peptides (AMPs) and their synthetic mimics, have received significant interest due to their diverse and unique bioactivities. The integration of high-throughput sequencing and bioinformatics tools has dramatically enhanced the discovery of enzymes, allowing researchers to identify specific genes and metabolic pathways responsible for producing novel PBAs more precisely. Cell-free systems (CFSs) that allow precise control over transcription and translation in vitro are being adapted, which accelerate the identification, characterization, selection, and production of novel PBAs. Furthermore, these platforms offer an ideal solution for overcoming the limitations of small-molecule antibiotics, which often lack efficacy against a broad spectrum of pathogens and contribute to the development of antibiotic resistance. In this review, we highlight recent examples of how CFSs streamline these processes while expanding our ability to access new antimicrobial agents that are effective against antibiotic-resistant infections.
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Affiliation(s)
- Hyeongwoo Park
- School of Interdisciplinary Bioscience and Bioengineering (I-Bio), Pohang University of Science and Technology, Pohang 37673, Republic of Korea;
| | - Haneul Jin
- Department of Chemical Engineering, Pohang University of Science and Technology, Pohang 37673, Republic of Korea; (H.J.); (D.K.)
| | - Dayeong Kim
- Department of Chemical Engineering, Pohang University of Science and Technology, Pohang 37673, Republic of Korea; (H.J.); (D.K.)
| | - Joongoo Lee
- School of Interdisciplinary Bioscience and Bioengineering (I-Bio), Pohang University of Science and Technology, Pohang 37673, Republic of Korea;
- Department of Chemical Engineering, Pohang University of Science and Technology, Pohang 37673, Republic of Korea; (H.J.); (D.K.)
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31
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Pfeiffer IPM, Schröder MP, Mordhorst S. Opportunities and challenges of RiPP-based therapeutics. Nat Prod Rep 2024; 41:990-1019. [PMID: 38411278 DOI: 10.1039/d3np00057e] [Citation(s) in RCA: 16] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/28/2024]
Abstract
Covering: up to 2024Ribosomally synthesised and post-translationally modified peptides (RiPPs) comprise a substantial group of peptide natural products exhibiting noteworthy bioactivities ranging from antiinfective to anticancer and analgesic effects. Furthermore, RiPP biosynthetic pathways represent promising production routes for complex peptide drugs, and the RiPP technology is well-suited for peptide engineering to produce derivatives with specific functions. Thus, RiPP natural products possess features that render them potentially ideal candidates for drug discovery and development. Nonetheless, only a small number of RiPP-derived compounds have successfully reached the market thus far. This review initially outlines the therapeutic opportunities that RiPP-based compounds can offer, whilst subsequently discussing the limitations that require resolution in order to fully exploit the potential of RiPPs towards the development of innovative drugs.
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Affiliation(s)
- Isabel P-M Pfeiffer
- University of Tübingen, Pharmaceutical Institute, Department of Pharmaceutical Biology, Auf der Morgenstelle 8, 72076 Tübingen, Germany.
| | - Maria-Paula Schröder
- University of Tübingen, Pharmaceutical Institute, Department of Pharmaceutical Biology, Auf der Morgenstelle 8, 72076 Tübingen, Germany.
| | - Silja Mordhorst
- University of Tübingen, Pharmaceutical Institute, Department of Pharmaceutical Biology, Auf der Morgenstelle 8, 72076 Tübingen, Germany.
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32
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Wang M, Wu M, Han M, Niu X, Fan A, Zhu S, Tong Y. Mining the Biosynthetic Landscape of Lactic Acid Bacteria Unearths a New Family of RiPPs Assembled by a Novel Type of ThiF-like Adenylyltransferases. ACS OMEGA 2024; 9:30891-30903. [PMID: 39035879 PMCID: PMC11256085 DOI: 10.1021/acsomega.4c03760] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/19/2024] [Revised: 06/22/2024] [Accepted: 06/25/2024] [Indexed: 07/23/2024]
Abstract
Ribosomally synthesized and post-translationally modified peptides (RiPPs) are chemically diverse natural products of ribosomal origin. These peptides, which frequently act as signals or antimicrobials, are biosynthesized by conserved enzymatic machinery, making genome mining a powerful strategy for unearthing previously uncharacterized members of their class. Herein, we investigate the untapped biosynthetic potential of Lactobacillales (i.e., lactic acid bacteria), an order of Gram-positive bacteria closely associated with human life, including pathogenic species and industrially relevant fermenters of dairy products. Through genome mining methods, we systematically explored the distribution and diversity of ThiF-like adenylyltransferase-utilizing RiPP systems in lactic acid bacteria and identified a number of unprecedented biosynthetic gene clusters. In one of these clusters, we found a previously undescribed group of macrocyclic imide biosynthetic pathways containing multiple transporters that may be involved in a potential quorum sensing (QS) system. Through in vitro assays, we determined that one such adenylyltransferase specifically catalyzes the intracyclization of its precursor peptide through macrocyclic imide formation. Incubating the enzyme with various primary amines revealed that it could effectively amidate the C-terminus of the precursor peptide. This new transformation adds to the growing list of Nature's peptide macrocyclization strategies and expands the impressive catalytic repertoire of the adenylyltransferase family. The diverse RiPP systems identified herein represent a vast, unexploited landscape for the discovery of a novel class of natural products and QS systems.
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Affiliation(s)
- Mengjiao Wang
- College
of Life Science and Technology, Beijing
University of Chemical Technology, Beijing 100029, People’s Republic of China
| | - Mengyue Wu
- State
Key Laboratory of Natural and Biomimetic Drugs, Peking University, Beijing 100191, People’s
Republic of China
| | - Meng Han
- MOE
Key Laboratory of Bioinformatics, School of Life Sciences, Tsinghua University, Beijing 100084, People’s Republic of China
| | - Xiaogang Niu
- Beijing
Nuclear Magnetic Resonance Center, College of Chemistry and Molecular
Engineering, Peking University, Beijing 100871, People’s Republic of China
| | - Aili Fan
- State
Key Laboratory of Natural and Biomimetic Drugs, Peking University, Beijing 100191, People’s
Republic of China
| | - Shaozhou Zhu
- National
Institutes for Food and Drug Control, Beijing 102629, People’s Republic of China
| | - Yigang Tong
- College
of Life Science and Technology, Beijing
University of Chemical Technology, Beijing 100029, People’s Republic of China
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33
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Zeng P, Wang H, Zhang P, Leung SSY. Unearthing naturally-occurring cyclic antibacterial peptides and their structural optimization strategies. Biotechnol Adv 2024; 73:108371. [PMID: 38704105 DOI: 10.1016/j.biotechadv.2024.108371] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2023] [Revised: 03/08/2024] [Accepted: 04/29/2024] [Indexed: 05/06/2024]
Abstract
Natural products with antibacterial activity are highly desired globally to combat against multidrug-resistant (MDR) bacteria. Antibacterial peptide (ABP), especially cyclic ABP (CABP), is one of the abundant classes. Most of them were isolated from microbes, demonstrating excellent bactericidal effects. With the improved proteolytic stability, CABPs are normally considered to have better druggability than linear peptides. However, most clinically-used CABP-based antibiotics, such as colistin, also face the challenges of drug resistance soon after they reached the market, urgently requiring the development of next-generation succedaneums. We present here a detail review on the novel naturally-occurring CABPs discovered in the past decade and some of them are under clinical trials, exhibiting anticipated application potential. According to their chemical structures, they were broadly classified into five groups, including (i) lactam/lactone-based CABPs, (ii) cyclic lipopeptides, (iii) glycopeptides, (iv) cyclic sulfur-rich peptides and (v) multiple-modified CABPs. Their chemical structures, antibacterial spectrums and proposed mechanisms are discussed. Moreover, engineered analogs of these novel CABPs are also summarized to preliminarily analyze their structure-activity relationship. This review aims to provide a global perspective on research and development of novel CABPs to highlight the effectiveness of derivatives design in identifying promising antibacterial agents. Further research efforts in this area are believed to play important roles in fighting against the multidrug-resistance crisis.
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Affiliation(s)
- Ping Zeng
- School of Pharmacy, Faculty of Medicine, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Honglan Wang
- School of Pharmacy, Faculty of Medicine, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Pengfei Zhang
- School of Pharmacy, Faculty of Medicine, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Sharon Shui Yee Leung
- School of Pharmacy, Faculty of Medicine, The Chinese University of Hong Kong, Shatin, Hong Kong.
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Kurita T, Higashi M, Gimenez-Dejoz J, Fujita S, Uji H, Sato H, Numata K. Synthesis of All-Peptide-Based Rotaxane from a Proline-Containing Cyclic Peptide. Biomacromolecules 2024; 25:3661-3670. [PMID: 38807574 DOI: 10.1021/acs.biomac.4c00257] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/30/2024]
Abstract
Rotaxane cross-linkers enhance the toughness of the resulting rotaxane cross-linked polymers through a stress dispersion effect, which is attributed to the mobility of the interlocked structure. To date, the compositional diversity of rotaxane cross-linkers has been limited, and the poor compatibility of these cross-linkers with peptides and proteins has made their use in such materials challenging. The synthesis of a rotaxane composed of peptides may result in a biodegradable cross-linker that is compatible with peptides and proteins, allowing the fortification of polypeptides and proteins and ultimately leading to the development of innovative materials that possess excellent mechanical properties and biodegradability. However, the chemical synthesis of all-peptide-based rotaxanes has remained elusive because of the absence of strong binding motifs in peptides, which prevents an axial peptide from penetrating a cyclic peptide. Here, we synthesized all-peptide-based rotaxanes using an active template method for proline-containing cyclic peptides. The results of molecular dynamics simulations suggested that cyclic peptides with an expansive inner cavity and carbonyl oxygens oriented toward the center are favorable for rotaxane synthesis. This rotaxane synthesis method is expected to accelerate the synthesis of peptides and proteins with mechanically interlocked structures, potentially leading to the development of peptide- and protein-based materials with unprecedented functionalities.
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Affiliation(s)
- Taichi Kurita
- Department of Material Chemistry, Graduate School of Engineering, Kyoto University, Katsura, Nishikyo-ku, Kyoto 615-8510, Japan
| | - Masahiro Higashi
- Department of Molecular Engineering, Graduate School of Engineering, Kyoto University, Katsura, Nishikyo-ku, Kyoto 615-8510, Japan
| | - Joan Gimenez-Dejoz
- Biomacromolecules Research Team, RIKEN Center for Sustainable Resource Science, 2-1 Hirosawa, Wako, Saitama 351-0198, Japan
- Life Sciences Department, Barcelona Supercomputing Center, Jordi Girona 31, 08034 Barcelona, Spain
| | - Seiya Fujita
- Department of Material Chemistry, Graduate School of Engineering, Kyoto University, Katsura, Nishikyo-ku, Kyoto 615-8510, Japan
| | - Hirotaka Uji
- Department of Material Chemistry, Graduate School of Engineering, Kyoto University, Katsura, Nishikyo-ku, Kyoto 615-8510, Japan
| | - Hirofumi Sato
- Department of Molecular Engineering, Graduate School of Engineering, Kyoto University, Katsura, Nishikyo-ku, Kyoto 615-8510, Japan
- Fukui Institute for Fundamental Chemistry, Kyoto University, Takano-Nishibiraki-cho 34-4, Sakyou-ku, Kyoto 606-8103, Japan
| | - Keiji Numata
- Department of Material Chemistry, Graduate School of Engineering, Kyoto University, Katsura, Nishikyo-ku, Kyoto 615-8510, Japan
- Biomacromolecules Research Team, RIKEN Center for Sustainable Resource Science, 2-1 Hirosawa, Wako, Saitama 351-0198, Japan
- Institute for Advanced Biosciences, Keio University, Nipponkoku 403-1, Daihouji, Tsuruoka, Yamagata 997-0017, Japan
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Zhao S, Feng R, Gu Y, Han L, Cong X, Liu Y, Liu S, Shen Q, Huo L, Yan F. Heterologous expression facilitates the discovery and characterization of marine microbial natural products. ENGINEERING MICROBIOLOGY 2024; 4:100137. [PMID: 39629329 PMCID: PMC11610975 DOI: 10.1016/j.engmic.2023.100137] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/08/2023] [Revised: 12/14/2023] [Accepted: 12/18/2023] [Indexed: 12/07/2024]
Abstract
Microbial natural products and their derivatives have been developed as a considerable part of clinical drugs and agricultural chemicals. Marine microbial natural products exhibit diverse chemical structures and bioactivities with substantial potential for the development of novel pharmaceuticals. However, discovering compounds with new skeletons from marine microbes remains challenging. In recent decades, multiple approaches have been developed to discover novel marine microbial natural products, among which heterologous expression has proven to be an effective method. Facilitated by large DNA cloning and comparative metabolomic technologies, a few novel bioactive natural products from marine microorganisms have been identified by the expression of their biosynthetic gene clusters (BGCs) in heterologous hosts. Heterologous expression is advantageous for characterizing gene functions and elucidating the biosynthetic mechanisms of natural products. This review provides an overview of recent progress in heterologous expression-guided discovery, biosynthetic mechanism elucidation, and yield optimization of natural products from marine microorganisms and discusses the future directions of the heterologous expression strategy in facilitating novel natural product exploitation.
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Affiliation(s)
- Shuang Zhao
- State Key Laboratory of Microbial Technology, Shandong University, Qingdao 266237, China
| | - Ruiying Feng
- State Key Laboratory of Microbial Technology, Shandong University, Qingdao 266237, China
| | - Yuan Gu
- State Key Laboratory of Microbial Technology, Shandong University, Qingdao 266237, China
| | - Liyuan Han
- State Key Laboratory of Microbial Technology, Shandong University, Qingdao 266237, China
| | - Xiaomei Cong
- State Key Laboratory of Microbial Technology, Shandong University, Qingdao 266237, China
| | - Yang Liu
- State Key Laboratory of Microbial Technology, Shandong University, Qingdao 266237, China
| | - Shuo Liu
- State Key Laboratory of Microbial Technology, Shandong University, Qingdao 266237, China
| | - Qiyao Shen
- Helmholtz-Institute for Pharmaceutical Research Saarland, Saarland University Campus, 66123, Saarbrücken, Germany
| | - Liujie Huo
- State Key Laboratory of Microbial Technology, Shandong University, Qingdao 266237, China
| | - Fu Yan
- State Key Laboratory of Microbial Technology, Shandong University, Qingdao 266237, China
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36
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Greer SF, Rabiey M, Studholme DJ, Grant M. The potential of bacteriocins and bacteriophages to control bacterial disease of crops with a focus on Xanthomonas spp. J R Soc N Z 2024; 55:302-326. [PMID: 39677383 PMCID: PMC11639067 DOI: 10.1080/03036758.2024.2345315] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2024] [Accepted: 04/02/2024] [Indexed: 12/17/2024]
Abstract
Crop production plays a crucial role in ensuring global food security and maintaining economic stability. The presence of bacterial phytopathogens, particularly Xanthomonas species (a key focus of this review), poses significant threats to crops, leading to substantial economic losses. Current control strategies, such as the use of chemicals and antibiotics, face challenges such as environmental impact and the development of antimicrobial resistance. This review discusses the potential of bacteriocins, bacterial-derived proteinaceous antimicrobials and bacteriophages, viruses that target bacteria as sustainable alternatives for effectively managing Xanthomonas diseases. We focus on the diversity of bacteriocins found within xanthomonads by identifying and predicting the structures of candidate bacteriocin genes from publicly available genome sequences using BAGEL4 and AlphaFold. Harnessing the power of bacteriocins and bacteriophages has great potential as an eco-friendly and sustainable approach for precision control of Xanthomonas diseases in agriculture. However, realising the full potential of these natural antimicrobials requires continued research, field trials and collaboration among scientists, regulators and farmers. This collective effort is crucial to establishing these alternatives as promising substitutes for traditional disease management methods.
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Affiliation(s)
- Shannon F. Greer
- School of Life Sciences, University of Warwick, Innovation Campus, Stratford-upon-Avon, UK
| | - Mojgan Rabiey
- School of Life Sciences, University of Warwick, Innovation Campus, Stratford-upon-Avon, UK
- School of Life Sciences, University of Warwick, Gibbet Hill Campus, Coventry, UK
| | | | - Murray Grant
- School of Life Sciences, University of Warwick, Innovation Campus, Stratford-upon-Avon, UK
- School of Life Sciences, University of Warwick, Gibbet Hill Campus, Coventry, UK
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He J, Bai M, Xiao X, Qiu S, Chen W, Li J, Yu Y, Tian W. Intramolecular Cation-π Interactions Organize Bowl-Shaped, Luminescent Molecular Containers. Angew Chem Int Ed Engl 2024; 63:e202402697. [PMID: 38433608 DOI: 10.1002/anie.202402697] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Revised: 02/28/2024] [Accepted: 02/28/2024] [Indexed: 03/05/2024]
Abstract
Molecules with nonplanar architectures are highly desirable due to their unique topological structures and functions. We report here the synthesis of two molecular containers (1 ⋅ 3Br- and 1 ⋅ 3Cl-), which utilize intramolecular cation-π interactions to enforce macrocylic arrangements and exhibit high binding affinity and luminescent properties. Remarkably, the geometry of the cation-π interaction can be flexibly tailored to achieve a precise ring arrangement, irrespective of the angle of the noncovalent bonds. Additionally, the C-H⋅⋅⋅Br- hydrogen bonds within the container are also conducive to stabilizing the bowl-shaped conformation. These bowl-shaped conformations were confirmed both in solution through NMR spectroscopy and in the solid state by X-ray studies. 1 ⋅ 3Br- shows high binding affinity and selectivity: F->Cl-, through C-H⋅⋅⋅X- (X=F, Cl) hydrogen bonds. Additionally, these containers exhibited blue fluorescence in solution and yellow room-temperature phosphorescence (RTP) in the solid state. Our findings illustrate the utility of cation-π interactions in designing functional molecules.
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Affiliation(s)
- Jia He
- Shaanxi Key Laboratory of Macromolecular Science and Technology, Xi'an Key Laboratory of Hybrid Luminescent Materials and Photonic Device, MOE Key Laboratory of Material Physics and Chemistry under Extraordinary Conditions, School of Chemistry and Chemical Engineering, Northwestern Polytechnical University., Xi'an, 710072, Shaanxi, P. R. China
| | - Minggui Bai
- Shaanxi Key Laboratory of Macromolecular Science and Technology, Xi'an Key Laboratory of Hybrid Luminescent Materials and Photonic Device, MOE Key Laboratory of Material Physics and Chemistry under Extraordinary Conditions, School of Chemistry and Chemical Engineering, Northwestern Polytechnical University., Xi'an, 710072, Shaanxi, P. R. China
| | - Xuedong Xiao
- Shaanxi Key Laboratory of Macromolecular Science and Technology, Xi'an Key Laboratory of Hybrid Luminescent Materials and Photonic Device, MOE Key Laboratory of Material Physics and Chemistry under Extraordinary Conditions, School of Chemistry and Chemical Engineering, Northwestern Polytechnical University., Xi'an, 710072, Shaanxi, P. R. China
| | - Shuai Qiu
- Shaanxi Key Laboratory of Macromolecular Science and Technology, Xi'an Key Laboratory of Hybrid Luminescent Materials and Photonic Device, MOE Key Laboratory of Material Physics and Chemistry under Extraordinary Conditions, School of Chemistry and Chemical Engineering, Northwestern Polytechnical University., Xi'an, 710072, Shaanxi, P. R. China
| | - Wenzhuo Chen
- Shaanxi Key Laboratory of Macromolecular Science and Technology, Xi'an Key Laboratory of Hybrid Luminescent Materials and Photonic Device, MOE Key Laboratory of Material Physics and Chemistry under Extraordinary Conditions, School of Chemistry and Chemical Engineering, Northwestern Polytechnical University., Xi'an, 710072, Shaanxi, P. R. China
| | - Jiaqi Li
- Shaanxi Key Laboratory of Macromolecular Science and Technology, Xi'an Key Laboratory of Hybrid Luminescent Materials and Photonic Device, MOE Key Laboratory of Material Physics and Chemistry under Extraordinary Conditions, School of Chemistry and Chemical Engineering, Northwestern Polytechnical University., Xi'an, 710072, Shaanxi, P. R. China
| | - Yang Yu
- Center for Supramolecular Chemistry & Catalysis and Department of Chemistry, College of Science, Shanghai University, 99 Shang-Da Road, Shanghai, 200444, China
| | - Wei Tian
- Shaanxi Key Laboratory of Macromolecular Science and Technology, Xi'an Key Laboratory of Hybrid Luminescent Materials and Photonic Device, MOE Key Laboratory of Material Physics and Chemistry under Extraordinary Conditions, School of Chemistry and Chemical Engineering, Northwestern Polytechnical University., Xi'an, 710072, Shaanxi, P. R. China
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38
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Eltokhy MA, Saad BT, Eltayeb WN, Alshahrani MY, Radwan SMR, Aboshanab KM, Ashour MSE. Metagenomic nanopore sequencing for exploring the nature of antimicrobial metabolites of Bacillus haynesii. AMB Express 2024; 14:52. [PMID: 38704474 PMCID: PMC11069495 DOI: 10.1186/s13568-024-01701-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2024] [Accepted: 04/08/2024] [Indexed: 05/06/2024] Open
Abstract
Multidrug-resistant (MDR) pathogens are a rising global health worry that imposes an urgent need for the discovery of novel antibiotics particularly those of natural origin. In this context, we aimed to use the metagenomic nanopore sequence analysis of soil microbiota coupled with the conventional phenotypic screening and genomic analysis for identifying the antimicrobial metabolites produced by promising soil isolate(s). In this study, whole metagenome analysis of the soil sample(s) was performed using MinION™ (Oxford Nanopore Technologies). Aligning and analysis of sequences for probable secondary metabolite gene clusters were extracted and analyzed using the antiSMASH version 2 and DeepBGC. Results of the metagenomic analysis showed the most abundant taxa were Bifidobacterium, Burkholderia, and Nocardiaceae (99.21%, followed by Sphingomonadaceae (82.03%) and B. haynesii (34%). Phenotypic screening of the respective soil samples has resulted in a promising Bacillus isolate that exhibited broad-spectrum antibacterial activities against various MDR pathogens. It was identified using microscopical, cultural, and molecular methods as Bacillus (B.) haynesii isolate MZ922052. The secondary metabolite gene analysis revealed the conservation of seven biosynthetic gene clusters of antibacterial metabolites namely, siderophore lichenicidin VK21-A1/A2 (95% identity), lichenysin (100%), fengycin (53%), terpenes (100%), bacteriocin (100%), Lasso peptide (95%) and bacillibactin (53%). In conclusion, metagenomic nanopore sequence analysis of soil samples coupled with conventional screening helped identify B. haynesii isolate MZ922052 harboring seven biosynthetic gene clusters of promising antimicrobial metabolites. This is the first report for identifying the bacteriocin, lichenysin, and fengycin biosynthetic gene clusters in B. haynesii MZ922052.
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Affiliation(s)
- Mohamed A Eltokhy
- Department of Microbiology, Faculty of Pharmacy, Misr International University (MIU), Cairo, 19648, Egypt
| | - Bishoy T Saad
- Department of Bioinformatics, HITS Solutions Co., Cairo, 11765, Egypt
| | - Wafaa N Eltayeb
- Department of Microbiology, Faculty of Pharmacy, Misr International University (MIU), Cairo, 19648, Egypt
| | - Mohammad Y Alshahrani
- Department of Clinical Laboratory Sciences, College of Applied Medical Sciences, King Khalid University, P.O. Box 61413, Abha, 9088, Saudi Arabia
| | - Sahar M R Radwan
- Department of Microbiology and Immunology, Faculty of Pharmacy, Al-Azhar University (Girls), Organization of African Unity St., Cairo, 11651, Egypt
| | - Khaled M Aboshanab
- Department of Microbiology and Immunology, Faculty of Pharmacy, Organization of African Unity St, Ain Shams University, Organization of African Unity St., Cairo, 11566, Egypt.
| | - Mohamed S E Ashour
- Department of Microbiology and Immunology, Faculty of Pharmacy, Al-Azhar University (Boys), Cairo, 11651, Egypt
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39
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da Hora GCA, Oh M, Nguyen JDM, Swanson JMJ. One Descriptor to Fold Them All: Harnessing Intuition and Machine Learning to Identify Transferable Lasso Peptide Reaction Coordinates. J Phys Chem B 2024; 128:4063-4075. [PMID: 38568862 PMCID: PMC11282586 DOI: 10.1021/acs.jpcb.3c08492] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/05/2024]
Abstract
Identifying optimal reaction coordinates for complex conformational changes and protein folding remains an outstanding challenge. This study combines collective variable (CV) discovery based on chemical intuition and machine learning with enhanced sampling to converge the folding free energy landscape of lasso peptides, a unique class of natural products with knot-like tertiary structures. This knotted scaffold imparts remarkable stability, making lasso peptides resistant to proteolytic degradation, thermal denaturation, and extreme pH conditions. Although their direct synthesis would enable therapeutic design, it has not yet been possible due to the improbable occurrence of spontaneous lasso folding. Thus, simulations characterizing the folding propensity are needed to identify strategies for increasing access to the lasso architecture by stabilizing the pre-lasso ensemble before isopeptide bond formation. Herein, harmonic linear discriminant analysis (HLDA) is combined with metadynamics-enhanced sampling to discover CVs capable of distinguishing the pre-lasso fold and converging the folding propensity. Intuitive CVs are compared to iterative rounds of HLDA to identify CVs that not only accomplish these goals for one lasso peptide but also seem to be transferable to others, establishing a protocol for the identification of folding reaction coordinates for lasso peptides.
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Affiliation(s)
- Gabriel C A da Hora
- Department of Chemistry, University of Utah, Salt Lake City, Utah 84112, United States
| | - Myongin Oh
- Department of Chemistry, University of Utah, Salt Lake City, Utah 84112, United States
| | - John D M Nguyen
- Department of Chemistry, University of Utah, Salt Lake City, Utah 84112, United States
| | - Jessica M J Swanson
- Department of Chemistry, University of Utah, Salt Lake City, Utah 84112, United States
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40
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Saady A, Malcolm GK, Fitzpatrick MP, Pairault N, Tizzard GJ, Mohammed S, Tavassoli A, Goldup SM. A Platform Approach to Cleavable Macrocycles for the Controlled Disassembly of Mechanically Caged Molecules. Angew Chem Int Ed Engl 2024; 63:e202400344. [PMID: 38276911 DOI: 10.1002/anie.202400344] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2024] [Revised: 01/22/2024] [Accepted: 01/22/2024] [Indexed: 01/27/2024]
Abstract
Inspired by interlocked oligonucleotides, peptides and knotted proteins, synthetic systems where a macrocycle cages a bioactive species that is "switched on" by breaking the mechanical bond have been reported. However, to date, each example uses a bespoke chemical design. Here we present a platform approach to mechanically caged structures wherein a single macrocycle precursor is diversified at a late stage to include a range of trigger units that control ring opening in response to enzymatic, chemical, or photochemical stimuli. We also demonstrate that our approach is applicable to other classes of macrocycles suitable for rotaxane and catenane formation.
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Affiliation(s)
- Abed Saady
- School of Chemistry, University of Birmingham, Edgbaston, Birmingham, B15 2TT, UK
| | - Georgia K Malcolm
- School of Chemistry, University of Birmingham, Edgbaston, Birmingham, B15 2TT, UK
| | - Matthew P Fitzpatrick
- School of Chemistry, University of Southampton, University Road, Southampton, SO17 1BJ, UK
| | - Noel Pairault
- School of Chemistry, University of Southampton, University Road, Southampton, SO17 1BJ, UK
| | - Graham J Tizzard
- School of Chemistry, University of Southampton, University Road, Southampton, SO17 1BJ, UK
| | - Soran Mohammed
- School of Chemistry, University of Southampton, University Road, Southampton, SO17 1BJ, UK
| | - Ali Tavassoli
- School of Chemistry, University of Southampton, University Road, Southampton, SO17 1BJ, UK
| | - Stephen M Goldup
- School of Chemistry, University of Birmingham, Edgbaston, Birmingham, B15 2TT, UK
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41
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Harris LA, Saad H, Shelton K, Zhu L, Guo X, Mitchell DA. Tryptophan-Centric Bioinformatics Identifies New Lasso Peptide Modifications. Biochemistry 2024; 63:865-879. [PMID: 38498885 PMCID: PMC11197979 DOI: 10.1021/acs.biochem.4c00035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/20/2024]
Abstract
Lasso peptides are a class of ribosomally synthesized and post-translationally modified peptides (RiPPs) defined by a macrolactam linkage between the N-terminus and the side chain of an internal aspartic acid or glutamic acid residue. Instead of adopting a branched-cyclic conformation, lasso peptides are "threaded", with the C-terminal tail passing through the macrocycle to present a kinetically trapped rotaxane conformation. The availability of enhanced bioinformatics methods has led to a significant increase in the number of secondary modifications found on lasso peptides. To uncover new ancillary modifications in a targeted manner, a bioinformatic strategy was developed to discover lasso peptides with modifications to tryptophan. This effort identified numerous putative lasso peptide biosynthetic gene clusters with core regions of the precursor peptides enriched in tryptophan. Parsing of these tryptophan (Trp)-rich biosynthetic gene clusters uncovered several putative ancillary modifying enzymes, including halogenases and dimethylallyltransferases expected to act upon Trp. Characterization of two gene products yielded a lasso peptide with two 5-Cl-Trp modifications (chlorolassin) and another bearing 5-dimethylallyl-Trp and 2,3-didehydro-Tyr modifications (wygwalassin). Bioinformatic analysis of the requisite halogenase and dimethylallyltransferase revealed numerous other putative Trp-modified lasso peptides that remain uncharacterized. We anticipate that the Trp-centric strategy reported herein may be useful in discovering ancillary modifications for other RiPP classes and, more generally, guide the functional prediction of enzymes that act on specific amino acids.
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Affiliation(s)
- Lonnie A. Harris
- Department of Chemistry, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA
| | - Hamada Saad
- Department of Chemistry, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA
| | - Kyle Shelton
- Department of Chemistry, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA
| | - Lingyang Zhu
- School of Chemical Sciences, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA
| | - Xiaorui Guo
- Department of Chemistry, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA
| | - Douglas A. Mitchell
- Department of Chemistry, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA
- Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA
- Department of Microbiology, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801, USA
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42
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Baquero F, Beis K, Craik DJ, Li Y, Link AJ, Rebuffat S, Salomón R, Severinov K, Zirah S, Hegemann JD. The pearl jubilee of microcin J25: thirty years of research on an exceptional lasso peptide. Nat Prod Rep 2024; 41:469-511. [PMID: 38164764 DOI: 10.1039/d3np00046j] [Citation(s) in RCA: 16] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2024]
Abstract
Covering: 1992 up to 2023Since their discovery, lasso peptides went from peculiarities to be recognized as a major family of ribosomally synthesized and post-translationally modified peptide (RiPP) natural products that were shown to be spread throughout the bacterial kingdom. Microcin J25 was first described in 1992, making it one of the earliest known lasso peptides. No other lasso peptide has since then been studied to such an extent as microcin J25, yet, previous review articles merely skimmed over all the research done on this exceptional lasso peptide. Therefore, to commemorate the 30th anniversary of its first report, we give a comprehensive overview of all literature related to microcin J25. This review article spans the early work towards the discovery of microcin J25, its biosynthetic gene cluster, and the elucidation of its three-dimensional, threaded lasso structure. Furthermore, the current knowledge about the biosynthesis of microcin J25 and lasso peptides in general is summarized and a detailed overview is given on the biological activities associated with microcin J25, including means of self-immunity, uptake into target bacteria, inhibition of the Gram-negative RNA polymerase, and the effects of microcin J25 on mitochondria. The in vitro and in vivo models used to study the potential utility of microcin J25 in a (veterinary) medicine context are discussed and the efforts that went into employing the microcin J25 scaffold in bioengineering contexts are summed up.
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Affiliation(s)
- Fernando Baquero
- Department of Microbiology, Ramón y Cajal University Hospital and Ramón y Cajal Institute for Health Research (IRYCIS), Madrid, Spain
- Network Center for Research in Epidemiology and Public Health (CIBER-ESP), Madrid, Spain
| | - Konstantinos Beis
- Department of Life Sciences, Imperial College London, London, SW7 2AZ, UK
- Rutherford Appleton Laboratory, Research Complex at Harwell, Didcot, Oxfordshire OX11 0FA, UK
| | - David J Craik
- Institute for Molecular Bioscience, Australian Research Council Centre of Excellence for Innovations in Peptide and Protein Science, The University of Queensland, 4072 Brisbane, Queensland, Australia
| | - Yanyan Li
- Laboratoire Molécules de Communication et Adaptation des Microorganismes (MCAM), UMR 7245, Muséum National d'Histoire Naturelle (MNHN), Centre National de la Recherche Scientifique (CNRS), Paris, France
| | - A James Link
- Departments of Chemical and Biological Engineering, Chemistry, and Molecular Biology, Princeton University, Princeton, NJ 08544, USA
| | - Sylvie Rebuffat
- Laboratoire Molécules de Communication et Adaptation des Microorganismes (MCAM), UMR 7245, Muséum National d'Histoire Naturelle (MNHN), Centre National de la Recherche Scientifique (CNRS), Paris, France
| | - Raúl Salomón
- Instituto de Química Biológica "Dr Bernabé Bloj", Facultad de Bioquímica, Química y Farmacia, Instituto Superior de Investigaciones Biológicas (INSIBIO), CONICET-UNT, San Miguel de Tucumán, Argentina
| | - Konstantin Severinov
- Waksman Institute for Microbiology, Rutgers, The State University of New Jersey, Piscataway, NJ, USA
| | - Séverine Zirah
- Laboratoire Molécules de Communication et Adaptation des Microorganismes (MCAM), UMR 7245, Muséum National d'Histoire Naturelle (MNHN), Centre National de la Recherche Scientifique (CNRS), Paris, France
| | - Julian D Hegemann
- Helmholtz Institute for Pharmaceutical Research Saarland (HIPS), Helmholtz Centre for Infection Research (HZI), Saarland University Campus, 66123 Saarbrücken, Germany.
- Department of Pharmacy, Campus E8 1, Saarland University, 66123 Saarbrücken, Germany
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Raphel S, Halami PM. Genome mining of Bacillus licheniformis MCC2514 for the identification of lasso peptide biosynthetic gene cluster and its characterization. Arch Microbiol 2024; 206:143. [PMID: 38443732 DOI: 10.1007/s00203-024-03877-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2023] [Revised: 01/08/2024] [Accepted: 01/28/2024] [Indexed: 03/07/2024]
Abstract
The probiotic strain Bacillus licheniformis MCC2514 has been shown to produce a strong antibacterial peptide and the whole genome sequence of this strain is also reported in our previous study. The present study is focused on the genome level investigation of this peptide antibiotic and its characterization. Genome mining of the culture revealed the presence of three putative bacteriocin clusters, viz. lichenicidin, sonorensin and lasso peptide. Hence, the mode of action of the peptide was investigated by reporter assay, scanning electron microscopy, and Fourier Transform Infrared spectroscopy. Additionally, the peptide treated groups of Kocuria rhizophila showed a reduction in the fold expression for transcription-related genes. The gene expression studies, quantitative β-galactosidase induction assay using the RNA stress reporter strain, yvgS along with the homology studies concluded that lasso peptide is responsible for the antibacterial activity of the peptide which acts as an inhibitor of RNA biosynthesis. Gene expression analysis showed a considerable increase in fold expression of lasso peptide genes at various fermentation hours. Also, the peptide was isolated, and its time-kill kinetics and minimum inhibitory concentration against the indicator pathogen K. rhizophila were examined. The peptide was also purified and the molecular weight was determined to be ~ 2 kDa. Our study suggests that this bacteriocin can function as an effective antibacterial agent in food products as well as in therapeutics as it contains lasso peptide, which inhibits the RNA biosynthesis.
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Affiliation(s)
- Steji Raphel
- Academy of Scientific and Innovative Research (AcSIR), Gaziabad, Uttar Pradesh, India
- Department of Microbiology and Fermentation Technology, CSIR-Central Food Technological Research Institute, Mysuru, 570020, India
| | - Prakash M Halami
- Academy of Scientific and Innovative Research (AcSIR), Gaziabad, Uttar Pradesh, India.
- Department of Microbiology and Fermentation Technology, CSIR-Central Food Technological Research Institute, Mysuru, 570020, India.
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Liu CL, Wang ZJ, Shi J, Yan ZY, Zhang GD, Jiao RH, Tan RX, Ge HM. P450-Modified Multicyclic Cyclophane-Containing Ribosomally Synthesized and Post-Translationally Modified Peptides. Angew Chem Int Ed Engl 2024; 63:e202314046. [PMID: 38072825 DOI: 10.1002/anie.202314046] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Indexed: 01/24/2024]
Abstract
Cyclic peptides with cyclophane linkers are an attractive compound type owing to the fine-tuned rigid three-dimensional structures and unusual biophysical features. Cytochrome P450 enzymes are capable of catalyzing not only the C-C and C-O oxidative coupling reactions found in vancomycin and other nonribosomal peptides (NRPs), but they also exhibit novel catalytic activities to generate cyclic ribosomally synthesized and post-translationally modified peptides (RiPPs) through cyclophane linkage. To discover more P450-modified multicyclic RiPPs, we set out to find cryptic and unknown P450-modified RiPP biosynthetic gene clusters (BGCs) through genome mining. Synergized bioinformatic analysis reveals that P450-modified RiPP BGCs are broadly distributed in bacteria and can be classified into 11 classes. Focusing on two classes of P450-modified RiPP BGCs where precursor peptides contain multiple conserved aromatic amino acid residues, we characterized 11 novel P450-modified multicyclic RiPPs with different cyclophane linkers through heterologous expression. Further mutation of the key ring-forming residues and combinatorial biosynthesis study revealed the order of bond formation and the specificity of P450s. This study reveals the functional diversity of P450 enzymes involved in the cyclophane-containing RiPPs and indicates that P450 enzymes are promising tools for rapidly obtaining structurally diverse cyclic peptide derivatives.
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Affiliation(s)
- Cheng Li Liu
- State Key Laboratory of Pharmaceutical Biotechnology, Department of Neurology, Nanjing Drum Tower Hospital, School of Life Sciences, Chemistry and Biomedicine Innovation Center (ChemBIC), Nanjing University, Nanjing, 210023, China
| | - Zi Jie Wang
- State Key Laboratory of Pharmaceutical Biotechnology, Department of Neurology, Nanjing Drum Tower Hospital, School of Life Sciences, Chemistry and Biomedicine Innovation Center (ChemBIC), Nanjing University, Nanjing, 210023, China
| | - Jing Shi
- State Key Laboratory of Pharmaceutical Biotechnology, Department of Neurology, Nanjing Drum Tower Hospital, School of Life Sciences, Chemistry and Biomedicine Innovation Center (ChemBIC), Nanjing University, Nanjing, 210023, China
| | - Zhang Yuan Yan
- State Key Laboratory of Pharmaceutical Biotechnology, Department of Neurology, Nanjing Drum Tower Hospital, School of Life Sciences, Chemistry and Biomedicine Innovation Center (ChemBIC), Nanjing University, Nanjing, 210023, China
| | - Guo Dong Zhang
- State Key Laboratory of Pharmaceutical Biotechnology, Department of Neurology, Nanjing Drum Tower Hospital, School of Life Sciences, Chemistry and Biomedicine Innovation Center (ChemBIC), Nanjing University, Nanjing, 210023, China
| | - Rui Hua Jiao
- State Key Laboratory of Pharmaceutical Biotechnology, Department of Neurology, Nanjing Drum Tower Hospital, School of Life Sciences, Chemistry and Biomedicine Innovation Center (ChemBIC), Nanjing University, Nanjing, 210023, China
| | - Ren Xiang Tan
- State Key Laboratory of Pharmaceutical Biotechnology, Department of Neurology, Nanjing Drum Tower Hospital, School of Life Sciences, Chemistry and Biomedicine Innovation Center (ChemBIC), Nanjing University, Nanjing, 210023, China
| | - Hui Ming Ge
- State Key Laboratory of Pharmaceutical Biotechnology, Department of Neurology, Nanjing Drum Tower Hospital, School of Life Sciences, Chemistry and Biomedicine Innovation Center (ChemBIC), Nanjing University, Nanjing, 210023, China
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45
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da Hora GCA, Oh M, Mifflin MC, Digal L, Roberts AG, Swanson JMJ. Lasso Peptides: Exploring the Folding Landscape of Nature's Smallest Interlocked Motifs. J Am Chem Soc 2024; 146:4444-4454. [PMID: 38166378 PMCID: PMC11282585 DOI: 10.1021/jacs.3c10126] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2024]
Abstract
Lasso peptides make up a class of natural products characterized by a threaded structure. Given their small size and stability, chemical synthesis would offer tremendous potential for the development of novel therapeutics. However, the accessibility of the pre-folded lasso architecture has limited this advance. To better understand the folding process de novo, simulations are used herein to characterize the folding propensity of microcin J25 (MccJ25), a lasso peptide known for its antimicrobial properties. New algorithms are developed to unambiguously distinguish threaded from nonthreaded precursors and determine handedness, a key feature in natural lasso peptides. We find that MccJ25 indeed forms right-handed pre-lassos, in contrast to past predictions but consistent with all natural lasso peptides. Additionally, the native pre-lasso structure is shown to be metastable prior to ring formation but to readily transition to entropically favored unfolded and nonthreaded structures, suggesting that de novo lasso folding is rare. However, by altering the ring forming residues and appending thiol and thioester functionalities, we are able to increase the stability of pre-lasso conformations. Furthermore, conditions leading to protonation of a histidine imidazole side chain further stabilize the modified pre-lasso ensemble. This work highlights the use of computational methods to characterize lasso folding and demonstrates that de novo access to lasso structures can be facilitated by optimizing sequence, unnatural modifications, and reaction conditions like pH.
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Affiliation(s)
- Gabriel C A da Hora
- Department of Chemistry, University of Utah, Salt Lake City, Utah 84112, United States
| | - Myongin Oh
- Department of Chemistry, University of Utah, Salt Lake City, Utah 84112, United States
| | - Marcus C Mifflin
- Department of Chemistry, University of Utah, Salt Lake City, Utah 84112, United States
| | - Lori Digal
- Department of Chemistry, University of Utah, Salt Lake City, Utah 84112, United States
| | - Andrew G Roberts
- Department of Chemistry, University of Utah, Salt Lake City, Utah 84112, United States
| | - Jessica M J Swanson
- Department of Chemistry, University of Utah, Salt Lake City, Utah 84112, United States
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He J, Ghosh P, Nitsche C. Biocompatible strategies for peptide macrocyclisation. Chem Sci 2024; 15:2300-2322. [PMID: 38362412 PMCID: PMC10866349 DOI: 10.1039/d3sc05738k] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2023] [Accepted: 01/04/2024] [Indexed: 02/17/2024] Open
Abstract
Peptides are increasingly important drug candidates, offering numerous advantages over conventional small molecules. However, they face significant challenges related to stability, cellular uptake and overall bioavailability. While individual modifications may not address all these challenges, macrocyclisation stands out as a single modification capable of enhancing affinity, selectivity, proteolytic stability and membrane permeability. The recent successes of in situ peptide modifications during screening in combination with genetically encoded peptide libraries have increased the demand for peptide macrocyclisation reactions that can occur under biocompatible conditions. In this perspective, we aim to distinguish biocompatible conditions from those well-known examples that are fully bioorthogonal. We introduce key strategies for biocompatible peptide macrocyclisation and contextualise them within contemporary screening methods, providing an overview of available transformations.
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Affiliation(s)
- Junming He
- Research School of Chemistry, Australian National University Canberra ACT Australia
| | - Pritha Ghosh
- Research School of Chemistry, Australian National University Canberra ACT Australia
| | - Christoph Nitsche
- Research School of Chemistry, Australian National University Canberra ACT Australia
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47
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Chen S, Zhang K, Zou J, Yu Z, Gai C, Chai X, Zhao Q, Zou Y. Further structural optimization and SAR study of sungsanpin derivatives as cell-invasion inhibitors. Bioorg Med Chem Lett 2024; 99:129627. [PMID: 38272189 DOI: 10.1016/j.bmcl.2024.129627] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Revised: 01/16/2024] [Accepted: 01/21/2024] [Indexed: 01/27/2024]
Abstract
Metastasis is one of the major causes of death in patients with cancer, and cell invasion plays a fundamental part in this process. Because of the absence of efficacious treatments, caring for these patients is challenging. Recently, we optimized the structure of the naturally occurring lasso peptide sungsanpin. We identified two peptides, octapeptide S3 and cyclic peptide S4, which inhibited invasion into A549 cells effectively. We undertook an alanine scan of S3 to explore the structure-activity relationship. The linear octapeptide S3-4 and cyclic peptide S4-1 exhibited improved inhibition of invasion into A549 cells. We modified S3-4 to obtain S3-4K, which displayed much higher inhibitory activity against invasion into A549 cells than S3-4. Of all peptides tested, S4-1 upregulated significantly mRNA of tissue inhibitor matrix metalloproteinase TIMP-1 and TIMP-2.
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Affiliation(s)
- Shuai Chen
- School of Pharmacy, Naval Medical University, Shanghai 200433, PR China
| | - Kai Zhang
- School of Pharmacy, Naval Medical University, Shanghai 200433, PR China
| | - Jihua Zou
- Fujian University of Traditional Chinese Medicine, Fuzhou, Fujian Province 350122, PR China
| | - Zhou Yu
- School of Pharmacy, Naval Medical University, Shanghai 200433, PR China
| | - Conghao Gai
- School of Pharmacy, Naval Medical University, Shanghai 200433, PR China
| | - Xiaoyun Chai
- School of Pharmacy, Naval Medical University, Shanghai 200433, PR China
| | - Qingjie Zhao
- School of Pharmacy, Naval Medical University, Shanghai 200433, PR China.
| | - Yan Zou
- School of Pharmacy, Naval Medical University, Shanghai 200433, PR China.
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48
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Cha Y, Kim W, Park Y, Kim M, Son Y, Park W. Antagonistic actions of Paucibacter aquatile B51 and its lasso peptide paucinodin toward cyanobacterial bloom-forming Microcystis aeruginosa PCC7806. JOURNAL OF PHYCOLOGY 2024; 60:152-169. [PMID: 38073162 DOI: 10.1111/jpy.13412] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Revised: 10/04/2023] [Accepted: 11/08/2023] [Indexed: 02/17/2024]
Abstract
Superior antagonistic activity against axenic Microcystis aeruginosa PCC7806 was observed with Paucibacter sp. B51 isolated from cyanobacterial bloom samples among 43 tested freshwater bacterial species. Complete genome sequencing, analyzing average nucleotide identity and digital DNA-DNA hybridization, designated the B51 strain as Paucibacter aquatile. Electron and fluorescence microscopic image analyses revealed the presence of the B51 strain in the vicinity of M. aeruginosa cells, which might provoke direct inhibition of the photosynthetic activity of the PCC7806 cells, leading to perturbation of cellular metabolisms and consequent cell death. Our speculation was supported by the findings that growth failure of the PCC7806 cells led to low pH conditions with fewer chlorophylls and down-regulation of photosystem genes (e.g., psbD and psaB) during their 48-h co-culture condition. Interestingly, the concentrated ethyl acetate extracts obtained from B51-grown supernatant exhibited a growth-inhibitory effect on PCC7806. The physical separation of both strains by a filter system led to no inhibitory activity of the B51 cells, suggesting that contact-mediated anti-cyanobacterial compounds might also be responsible for hampering the growth of the PCC7806 cells. Bioinformatic tools identified 12 gene clusters that possibly produce secondary metabolites, including a class II lasso peptide in the B51 genome. Further chemical analysis demonstrated anti-cyanobacterial activity from fractionated samples having a rubrivinodin-like lasso peptide, named paucinodin. Taken together, both contact-mediated inhibition of photosynthesis and the lasso peptide secretion of the B51 strain are responsible for the anti-cyanobacterial activity of P. aquatile B51.
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Affiliation(s)
- Yeji Cha
- Laboratory of Molecular Environmental Microbiology, Department of Environmental Science and Ecological Engineering, Korea University, Seoul, Republic of Korea
| | - Wonjae Kim
- Laboratory of Molecular Environmental Microbiology, Department of Environmental Science and Ecological Engineering, Korea University, Seoul, Republic of Korea
| | - Yerim Park
- Laboratory of Molecular Environmental Microbiology, Department of Environmental Science and Ecological Engineering, Korea University, Seoul, Republic of Korea
| | - Minkyung Kim
- Laboratory of Molecular Environmental Microbiology, Department of Environmental Science and Ecological Engineering, Korea University, Seoul, Republic of Korea
| | - Yongjun Son
- Laboratory of Molecular Environmental Microbiology, Department of Environmental Science and Ecological Engineering, Korea University, Seoul, Republic of Korea
| | - Woojun Park
- Laboratory of Molecular Environmental Microbiology, Department of Environmental Science and Ecological Engineering, Korea University, Seoul, Republic of Korea
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Digal L, Samson SC, Stevens MA, Ghorai A, Kim H, Mifflin MC, Carney KR, Williamson DL, Um S, Nagy G, Oh DC, Mendoza MC, Roberts AG. Nonthreaded Isomers of Sungsanpin and Ulleungdin Lasso Peptides Inhibit H1299 Cancer Cell Migration. ACS Chem Biol 2024; 19:81-88. [PMID: 38109560 PMCID: PMC11832225 DOI: 10.1021/acschembio.3c00525] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2023]
Abstract
Lasso peptides are a structurally distinct class of biologically active natural products defined by their short sequences with impressively interlocked tertiary structures. Their characteristic peptide [1]rotaxane motif confers marked proteolytic and thermal resiliency, and reports on their diverse biological functions have been credited to their exceptional sequence variability. Because of these unique properties, taken together with improved technologies for their biosynthetic production, lasso peptides are emerging as a designable scaffold for peptide-based therapeutic discovery and development. Although the defined structure of lasso peptides is recognized for its remarkable properties, the role of the motif in imparting bioactivity is less understood. For example, sungsanpin and ulleungdin are natural lasso peptides that similarly exhibit encouraging cell migration inhibitory activities in A549 lung carcinoma epithelial cells, despite sharing only one-third of the sequence homology. We hypothesized that the shape of the lasso motif is beneficial for the preorganization of the conserved residues, which might be partially retained in variants lacking the threaded structure. Herein, we describe solid-phase peptide synthesis strategies to prepare acyclic, head-to-side chain (branched), and head-to-tail (macrocyclic) cyclic variants based on the sungsanpin (Sun) and ulleungdin (Uln) sequences. Proliferation assays and time-lapse cell motility imaging studies were used to evaluate the cell inhibitory properties of natural Sun compared with the synthetic Sun and Uln isomers. These studies demonstrate that the lasso motif is not a required feature to slow cancer cell migration and more generally show that these nonthreaded isomers can retain similar activity to the natural lasso peptide despite the differences in their overall structures.
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Affiliation(s)
- Lori Digal
- Department of Chemistry, University of Utah, 315 South 1400 East, Salt Lake City, Utah 84112, United States
| | - Shiela C Samson
- Department of Oncological Sciences, University of Utah, Huntsman Cancer Institute, Salt Lake City, Utah 84112, United States
| | - Mark A Stevens
- Department of Chemistry, University of Utah, 315 South 1400 East, Salt Lake City, Utah 84112, United States
| | - Abhijit Ghorai
- Department of Chemistry, University of Utah, 315 South 1400 East, Salt Lake City, Utah 84112, United States
| | - Hyungyu Kim
- Natural Products Research Institute, College of Pharmacy, Seoul National University, 1 Gwanak-ro, Gwanak-gu, Seoul 08826, Republic of Korea
| | - Marcus C Mifflin
- Department of Chemistry, University of Utah, 315 South 1400 East, Salt Lake City, Utah 84112, United States
| | - Keith R Carney
- Department of Oncological Sciences, University of Utah, Huntsman Cancer Institute, Salt Lake City, Utah 84112, United States
| | - David L Williamson
- Department of Chemistry, University of Utah, 315 South 1400 East, Salt Lake City, Utah 84112, United States
| | - Soohyun Um
- College of Pharmacy, Yonsei Institute of Pharmaceutical Sciences, Yonsei University, 85 Songdogwahak-ro, Incheon 21983, Republic of Korea
| | - Gabe Nagy
- Department of Chemistry, University of Utah, 315 South 1400 East, Salt Lake City, Utah 84112, United States
| | - Dong-Chan Oh
- Natural Products Research Institute, College of Pharmacy, Seoul National University, 1 Gwanak-ro, Gwanak-gu, Seoul 08826, Republic of Korea
| | - Michelle C Mendoza
- Department of Oncological Sciences, University of Utah, Huntsman Cancer Institute, Salt Lake City, Utah 84112, United States
| | - Andrew G Roberts
- Department of Chemistry, University of Utah, 315 South 1400 East, Salt Lake City, Utah 84112, United States
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50
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Le VV, Ko SR, Oh HM, Ahn CY. Genomic Insights into Paucibacter aquatile DH15, a Cyanobactericidal Bacterium, and Comparative Genomics of the Genus Paucibacter. J Microbiol Biotechnol 2023; 33:1615-1624. [PMID: 37811910 PMCID: PMC10772561 DOI: 10.4014/jmb.2307.07008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Revised: 09/08/2023] [Accepted: 09/14/2023] [Indexed: 10/10/2023]
Abstract
Microcystis blooms threaten ecosystem function and cause substantial economic losses. Microorganism-based methods, mainly using cyanobactericidal bacteria, are considered one of the most ecologically sound methods to control Microcystis blooms. This study focused on gaining genomic insights into Paucibacter aquatile DH15 that exhibited excellent cyanobactericidal effects against Microcystis. Additionally, a pan-genome analysis of the genus Paucibacter was conducted to enhance our understanding of the ecophysiological significance of this genus. Based on phylogenomic analyses, strain DH15 was classified as a member of the species Paucibacter aquatile. The genome analysis supported that strain DH15 can effectively destroy Microcystis, possibly due to the specific genes involved in the flagellar synthesis, cell wall degradation, and the production of cyanobactericidal compounds. The pan-genome analysis revealed the diversity and adaptability of the genus Paucibacter, highlighting its potential to absorb external genetic elements. Paucibacter species were anticipated to play a vital role in the ecosystem by potentially providing essential nutrients, such as vitamins B7, B12, and heme, to auxotrophic microbial groups. Overall, our findings contribute to understanding the molecular mechanisms underlying the action of cyanobactericidal bacteria against Microcystis and shed light on the ecological significance of the genus Paucibacter.
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Affiliation(s)
- Ve Van Le
- Cell Factory Research Centre, Korea Research Institute of Bioscience & Biotechnology, Daejeon 34141, Republic of Korea
| | - So-Ra Ko
- Cell Factory Research Centre, Korea Research Institute of Bioscience & Biotechnology, Daejeon 34141, Republic of Korea
| | - Hee-Mock Oh
- Cell Factory Research Centre, Korea Research Institute of Bioscience & Biotechnology, Daejeon 34141, Republic of Korea
- Department of Environmental Biotechnology, KRIBB School of Biotechnology, University of Science and Technology, Daejeon 34113, Republic of Korea
| | - Chi-Yong Ahn
- Cell Factory Research Centre, Korea Research Institute of Bioscience & Biotechnology, Daejeon 34141, Republic of Korea
- Department of Environmental Biotechnology, KRIBB School of Biotechnology, University of Science and Technology, Daejeon 34113, Republic of Korea
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