1
|
Wang X, Xie X, Wo J, Huang T, Deng Z, Lin S. A Bifunctional Methyltransferase in Biosynthesis of Antitumor Antibiotic Streptonigrin. Chembiochem 2024; 25:e202400292. [PMID: 38970452 DOI: 10.1002/cbic.202400292] [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: 03/31/2024] [Revised: 06/17/2024] [Accepted: 06/21/2024] [Indexed: 07/08/2024]
Abstract
Streptonigrin (STN, 1) is a highly functionalized aminoquinone alkaloid antibiotic with broad and potent antitumor activity. STN structurally contains four methyl groups belonging to two types: C-methyl group and O-methyl groups. Here, we report the biochemical characterization of the O-methyltransferase StnQ2 that can catalyze both the methylation of a hydroxyl group and a carboxyl group in the biosynthesis of streptonigrin. This work not only provides a new insight into methyltransferases, but also advances the elucidation of the complete biosynthetic pathway of streptonigrin.
Collapse
Affiliation(s)
- Xiaozheng Wang
- State Key Laboratory of Microbial Metabolism, Joint International Laboratory of Metabolic & Developmental Sciences, School of Life Sciences & Biotechnology, Shanghai Jiao Tong University, 200240, Shanghai, China
| | - Xinyue Xie
- State Key Laboratory of Microbial Metabolism, Joint International Laboratory of Metabolic & Developmental Sciences, School of Life Sciences & Biotechnology, Shanghai Jiao Tong University, 200240, Shanghai, China
| | - Jing Wo
- State Key Laboratory of Microbial Metabolism, Joint International Laboratory of Metabolic & Developmental Sciences, School of Life Sciences & Biotechnology, Shanghai Jiao Tong University, 200240, Shanghai, China
- Institute of Engineering Biology and Health, Collaborative Innovation Center of Yangtze River Delta Region Green Pharmaceuticals, College of Pharmaceutical Sciences, Zhejiang University of Technology, 310014, Hangzhou, Zhejiang, China
| | - Tingting Huang
- State Key Laboratory of Microbial Metabolism, Joint International Laboratory of Metabolic & Developmental Sciences, School of Life Sciences & Biotechnology, Shanghai Jiao Tong University, 200240, Shanghai, China
- Haihe Laboratory of Synthetic Biology, 300308, Tianjin, China
| | - Zixin Deng
- State Key Laboratory of Microbial Metabolism, Joint International Laboratory of Metabolic & Developmental Sciences, School of Life Sciences & Biotechnology, Shanghai Jiao Tong University, 200240, Shanghai, China
- Haihe Laboratory of Synthetic Biology, 300308, Tianjin, China
| | - Shuangjun Lin
- State Key Laboratory of Microbial Metabolism, Joint International Laboratory of Metabolic & Developmental Sciences, School of Life Sciences & Biotechnology, Shanghai Jiao Tong University, 200240, Shanghai, China
- Haihe Laboratory of Synthetic Biology, 300308, Tianjin, China
- Frontiers Science Center for Transformative Molecules, Shanghai Jiao Tong University, 200240, Shanghai, China
| |
Collapse
|
2
|
Yeung W, Zhou Z, Mathew L, Gravel N, Taujale R, O’Boyle B, Salcedo M, Venkat A, Lanzilotta W, Li S, Kannan N. Tree visualizations of protein sequence embedding space enable improved functional clustering of diverse protein superfamilies. Brief Bioinform 2023; 24:bbac619. [PMID: 36642409 PMCID: PMC9851311 DOI: 10.1093/bib/bbac619] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Revised: 12/09/2022] [Accepted: 12/17/2022] [Indexed: 01/17/2023] Open
Abstract
Protein language models, trained on millions of biologically observed sequences, generate feature-rich numerical representations of protein sequences. These representations, called sequence embeddings, can infer structure-functional properties, despite protein language models being trained on primary sequence alone. While sequence embeddings have been applied toward tasks such as structure and function prediction, applications toward alignment-free sequence classification have been hindered by the lack of studies to derive, quantify and evaluate relationships between protein sequence embeddings. Here, we develop workflows and visualization methods for the classification of protein families using sequence embedding derived from protein language models. A benchmark of manifold visualization methods reveals that Neighbor Joining (NJ) embedding trees are highly effective in capturing global structure while achieving similar performance in capturing local structure compared with popular dimensionality reduction techniques such as t-SNE and UMAP. The statistical significance of hierarchical clusters on a tree is evaluated by resampling embeddings using a variational autoencoder (VAE). We demonstrate the application of our methods in the classification of two well-studied enzyme superfamilies, phosphatases and protein kinases. Our embedding-based classifications remain consistent with and extend upon previously published sequence alignment-based classifications. We also propose a new hierarchical classification for the S-Adenosyl-L-Methionine (SAM) enzyme superfamily which has been difficult to classify using traditional alignment-based approaches. Beyond applications in sequence classification, our results further suggest NJ trees are a promising general method for visualizing high-dimensional data sets.
Collapse
Affiliation(s)
- Wayland Yeung
- Institute of Bioinformatics, University of Georgia, 30602, Georgia, USA
| | - Zhongliang Zhou
- School of Computing, University of Georgia, 30602, Georgia, USA
| | - Liju Mathew
- Department of Microbiology, University of Georgia, 30602, Georgia, USA
| | - Nathan Gravel
- Institute of Bioinformatics, University of Georgia, 30602, Georgia, USA
| | - Rahil Taujale
- Institute of Bioinformatics, University of Georgia, 30602, Georgia, USA
| | - Brady O’Boyle
- Department of Biochemistry and Molecular Biology, University of Georgia, 30602, Georgia, USA
| | - Mariah Salcedo
- Department of Biochemistry and Molecular Biology, University of Georgia, 30602, Georgia, USA
| | - Aarya Venkat
- Department of Biochemistry and Molecular Biology, University of Georgia, 30602, Georgia, USA
| | - William Lanzilotta
- Department of Biochemistry and Molecular Biology, University of Georgia, 30602, Georgia, USA
| | - Sheng Li
- School of Data Science, University of Virginia, 22903, Virginia, USA
| | - Natarajan Kannan
- Institute of Bioinformatics, University of Georgia, 30602, Georgia, USA
- Department of Biochemistry and Molecular Biology, University of Georgia, 30602, Georgia, USA
| |
Collapse
|
3
|
Abdelraheem E, Thair B, Varela RF, Jockmann E, Popadić D, Hailes HC, Ward JM, Iribarren AM, Lewkowicz ES, Andexer JN, Hagedoorn P, Hanefeld U. Methyltransferases: Functions and Applications. Chembiochem 2022; 23:e202200212. [PMID: 35691829 PMCID: PMC9539859 DOI: 10.1002/cbic.202200212] [Citation(s) in RCA: 67] [Impact Index Per Article: 22.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2022] [Revised: 06/10/2022] [Indexed: 11/25/2022]
Abstract
In this review the current state-of-the-art of S-adenosylmethionine (SAM)-dependent methyltransferases and SAM are evaluated. Their structural classification and diversity is introduced and key mechanistic aspects presented which are then detailed further. Then, catalytic SAM as a target for drugs, and approaches to utilise SAM as a cofactor in synthesis are introduced with different supply and regeneration approaches evaluated. The use of SAM analogues are also described. Finally O-, N-, C- and S-MTs, their synthetic applications and potential for compound diversification is given.
Collapse
Affiliation(s)
- Eman Abdelraheem
- BiocatalysisDepartment of BiotechnologyDelft University of TechnologyVan der Maasweg 92629 HZDelft (TheNetherlands
| | - Benjamin Thair
- Department of ChemistryUniversity College London20 Gordon StreetLondonWC1H 0AJUK
| | - Romina Fernández Varela
- Laboratorio de Biotransformaciones y Química de Ácidos NucleicosUniversidad Nacional de QuilmesRoque S. Peña 352B1876BXDBernalArgentina
| | - Emely Jockmann
- Institute of Pharmaceutical SciencesUniversity of FreiburgAlbertstr. 2579104FreiburgGermany
| | - Désirée Popadić
- Institute of Pharmaceutical SciencesUniversity of FreiburgAlbertstr. 2579104FreiburgGermany
| | - Helen C. Hailes
- Department of ChemistryUniversity College London20 Gordon StreetLondonWC1H 0AJUK
| | - John M. Ward
- Department of Biochemical EngineeringBernard Katz BuildingUniversity College LondonLondonWC1E 6BTUK
| | - Adolfo M. Iribarren
- Laboratorio de Biotransformaciones y Química de Ácidos NucleicosUniversidad Nacional de QuilmesRoque S. Peña 352B1876BXDBernalArgentina
| | - Elizabeth S. Lewkowicz
- Laboratorio de Biotransformaciones y Química de Ácidos NucleicosUniversidad Nacional de QuilmesRoque S. Peña 352B1876BXDBernalArgentina
| | - Jennifer N. Andexer
- Institute of Pharmaceutical SciencesUniversity of FreiburgAlbertstr. 2579104FreiburgGermany
| | - Peter‐Leon Hagedoorn
- BiocatalysisDepartment of BiotechnologyDelft University of TechnologyVan der Maasweg 92629 HZDelft (TheNetherlands
| | - Ulf Hanefeld
- BiocatalysisDepartment of BiotechnologyDelft University of TechnologyVan der Maasweg 92629 HZDelft (TheNetherlands
| |
Collapse
|
4
|
Tan Y, Wang M, Chen Y. Reprogramming the Biosynthesis of Precursor Peptide to Create a Selenazole-Containing Nosiheptide Analogue. ACS Synth Biol 2022; 11:85-91. [PMID: 35006674 DOI: 10.1021/acssynbio.1c00578] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Nosiheptide (NOS), a potent bactericidal thiopeptide, belongs to a class of natural products produced by ribosomal synthesis and post-translational modifications, and its biosynthetic pathway has largely been elucidated. However, the central trithiazolylpyridine structure of NOS remains inaccessible to structural changes. Here we report the creation of a NOS analogue containing a unique selenazole ring by the construction of an artificial system in Streptomyces actuosus ATCC25421, where the genes responsible for the biosynthesis of selenoprotein from Escherichia coli and the biosynthetic gene cluster of NOS were rationally integrated to produce a selenazole-containing analogue of NOS. The thiazole at the fifth position in NOS was specifically replaced by a selenazole to afford the first selenazole-containing "unnatural" natural product. The present strategy is useful for structural manipulation of various RiPP natural products.
Collapse
Affiliation(s)
- Yingzi Tan
- State Key Laboratory of Natural Medicines and Laboratory of Chemical Biology, China Pharmaceutical University, 639 Longmian Avenue, Nanjing, Jiangsu 211198, P. R. China
| | - Miao Wang
- State Key Laboratory of Natural Medicines and Laboratory of Chemical Biology, China Pharmaceutical University, 639 Longmian Avenue, Nanjing, Jiangsu 211198, P. R. China
| | - Yijun Chen
- State Key Laboratory of Natural Medicines and Laboratory of Chemical Biology, China Pharmaceutical University, 639 Longmian Avenue, Nanjing, Jiangsu 211198, P. R. China
| |
Collapse
|
5
|
Peng J, Liao C, Bauer C, Seebeck FP. Fluorinated
S
‐Adenosylmethionine as a Reagent for Enzyme‐Catalyzed Fluoromethylation. Angew Chem Int Ed Engl 2021. [DOI: 10.1002/ange.202108802] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Affiliation(s)
- Jiaming Peng
- Department of Chemistry University of Basel Mattenstrasse 24a 4002 Basel Switzerland
| | - Cangsong Liao
- Department of Chemistry University of Basel Mattenstrasse 24a 4002 Basel Switzerland
| | - Carsten Bauer
- Department of Chemistry University of Basel Mattenstrasse 24a 4002 Basel Switzerland
| | - Florian P. Seebeck
- Department of Chemistry University of Basel Mattenstrasse 24a 4002 Basel Switzerland
| |
Collapse
|
6
|
Peng J, Liao C, Bauer C, Seebeck FP. Fluorinated S-Adenosylmethionine as a Reagent for Enzyme-Catalyzed Fluoromethylation. Angew Chem Int Ed Engl 2021; 60:27178-27183. [PMID: 34597444 DOI: 10.1002/anie.202108802] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2021] [Indexed: 01/15/2023]
Abstract
Strategic replacement of protons with fluorine atoms or functional groups with fluorine-containing fragments has proven a powerful strategy to optimize the activity of therapeutic compounds. For this reason, the synthetic chemistry of organofluorides has been the subject of intense development and innovation for many years. By comparison, the literature on fluorine biocatalysis still makes for a slim chapter. Herein we introduce S-adenosylmethionine (SAM) dependent methyltransferases as a new tool for the production of fluorinated compounds. We demonstrate the ability of halide methyltransferases to form fluorinated SAM (S-adenosyl-S-(fluoromethyl)-L-homocysteine) from S-adenosylhomocysteine and fluoromethyliodide. Fluorinated SAM (F-SAM) is too unstable for isolation, but is accepted as a substrate by C-, N- and O-specific methyltransferases for enzyme-catalyzed fluoromethylation of small molecules.
Collapse
Affiliation(s)
- Jiaming Peng
- Department of Chemistry, University of Basel, Mattenstrasse 24a, 4002, Basel, Switzerland
| | - Cangsong Liao
- Department of Chemistry, University of Basel, Mattenstrasse 24a, 4002, Basel, Switzerland
| | - Carsten Bauer
- Department of Chemistry, University of Basel, Mattenstrasse 24a, 4002, Basel, Switzerland
| | - Florian P Seebeck
- Department of Chemistry, University of Basel, Mattenstrasse 24a, 4002, Basel, Switzerland
| |
Collapse
|
7
|
Ji W, Ji X, Zhang Q, Mandalapu D, Deng Z, Ding W, Sun P, Zhang Q. Sulfonium‐Based Homolytic Substitution Observed for the Radical SAM Enzyme HemN. Angew Chem Int Ed Engl 2020. [DOI: 10.1002/ange.202000812] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Affiliation(s)
- Wenjuan Ji
- Department of Chemistry Fudan University Shanghai 200433 China
| | - Xinjian Ji
- Department of Chemistry Fudan University Shanghai 200433 China
| | - Qi Zhang
- Department of Chemistry Fudan University Shanghai 200433 China
| | | | - Zixin Deng
- State Key Laboratory of Microbial Metabolism School of Life Sciences & Biotechnology Shanghai Jiao Tong University Shanghai 200240 China
| | - Wei Ding
- State Key Laboratory of Microbial Metabolism School of Life Sciences & Biotechnology Shanghai Jiao Tong University Shanghai 200240 China
| | - Peng Sun
- School of Pharmacy Second Military Medical University Shanghai 200433 China
| | - Qi Zhang
- Department of Chemistry Fudan University Shanghai 200433 China
| |
Collapse
|
8
|
Ji W, Ji X, Zhang Q, Mandalapu D, Deng Z, Ding W, Sun P, Zhang Q. Sulfonium‐Based Homolytic Substitution Observed for the Radical SAM Enzyme HemN. Angew Chem Int Ed Engl 2020; 59:8880-8884. [DOI: 10.1002/anie.202000812] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2020] [Indexed: 11/09/2022]
Affiliation(s)
- Wenjuan Ji
- Department of Chemistry Fudan University Shanghai 200433 China
| | - Xinjian Ji
- Department of Chemistry Fudan University Shanghai 200433 China
| | - Qi Zhang
- Department of Chemistry Fudan University Shanghai 200433 China
| | | | - Zixin Deng
- State Key Laboratory of Microbial Metabolism School of Life Sciences & Biotechnology Shanghai Jiao Tong University Shanghai 200240 China
| | - Wei Ding
- State Key Laboratory of Microbial Metabolism School of Life Sciences & Biotechnology Shanghai Jiao Tong University Shanghai 200240 China
| | - Peng Sun
- School of Pharmacy Second Military Medical University Shanghai 200433 China
| | - Qi Zhang
- Department of Chemistry Fudan University Shanghai 200433 China
| |
Collapse
|
9
|
Revisiting the Mechanism of the Anaerobic Coproporphyrinogen III Oxidase HemN. Angew Chem Int Ed Engl 2019; 58:6235-6238. [DOI: 10.1002/anie.201814708] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2018] [Revised: 03/13/2019] [Indexed: 12/26/2022]
|
10
|
Ji X, Mo T, Liu W, Ding W, Deng Z, Zhang Q. Revisiting the Mechanism of the Anaerobic Coproporphyrinogen III Oxidase HemN. Angew Chem Int Ed Engl 2019. [DOI: 10.1002/ange.201814708] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Affiliation(s)
- Xinjian Ji
- Department of ChemistryFudan University Shanghai 200433 China
| | - Tianlu Mo
- Department of ChemistryFudan University Shanghai 200433 China
| | - Wan‐Qiu Liu
- Department of ChemistryFudan University Shanghai 200433 China
| | - Wei Ding
- State Key Laboratory of Microbial MetabolismSchool of Life Sciences & BiotechnologyShanghai Jiao Tong University Shanghai 200240 China
| | - Zixin Deng
- State Key Laboratory of Microbial MetabolismSchool of Life Sciences & BiotechnologyShanghai Jiao Tong University Shanghai 200240 China
| | - Qi Zhang
- Department of ChemistryFudan University Shanghai 200433 China
| |
Collapse
|
11
|
Ji X, Mandalapu D, Cheng J, Ding W, Zhang Q. Expanding the Chemistry of the Class C Radical SAM Methyltransferase NosN by Using an Allyl Analogue of SAM. Angew Chem Int Ed Engl 2018. [DOI: 10.1002/ange.201712224] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
- Xinjian Ji
- Department of ChemistryFudan University Shanghai 200433 China
| | | | - Jinduo Cheng
- Department of ChemistryFudan University Shanghai 200433 China
| | - Wei Ding
- Department of ChemistryFudan University Shanghai 200433 China
| | - Qi Zhang
- Department of ChemistryFudan University Shanghai 200433 China
| |
Collapse
|
12
|
Ji X, Mandalapu D, Cheng J, Ding W, Zhang Q. Expanding the Chemistry of the Class C Radical SAM Methyltransferase NosN by Using an Allyl Analogue of SAM. Angew Chem Int Ed Engl 2018; 57:6601-6604. [PMID: 29603551 DOI: 10.1002/anie.201712224] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2017] [Revised: 02/11/2018] [Indexed: 11/11/2022]
Abstract
The radical S-adenosylmethionine (SAM) superfamily enzymes cleave SAM reductively to generate a highly reactive 5'-deoxyadenosyl (dAdo) radical, which initiates remarkably diverse reactions. Unlike most radical SAM enzymes, the class C radical SAM methyltransferase NosN binds two SAMs in the active site, using one SAM to produce a dAdo radical and the second as a methyl donor. Here, we report a mechanistic investigation of NosN in which an allyl analogue of SAM (allyl-SAM) was used. We show that NosN cleaves allyl-SAM efficiently and the resulting dAdo radical can be captured by the olefin moieties of allyl-SAM or 5'-allylthioadenosine (ATA), the latter being a derivative of allyl-SAM. Remarkably, we found that NosN produced two distinct sets of products in the presence and absence of the methyl acceptor substrate, thus suggesting substrate-triggered production of ATA from allyl-SAM. We also show that NosN produces S-adenosylhomocysteine from 5'-thioadenosine and homoserine lactone. These results support the idea that 5'-methylthioadenosine is the direct methyl donor in NosN reactions, and demonstrate great potential to modulate radical SAM enzymes for novel catalytic activities.
Collapse
Affiliation(s)
- Xinjian Ji
- Department of Chemistry, Fudan University, Shanghai, 200433, China
| | | | - Jinduo Cheng
- Department of Chemistry, Fudan University, Shanghai, 200433, China
| | - Wei Ding
- Department of Chemistry, Fudan University, Shanghai, 200433, China
| | - Qi Zhang
- Department of Chemistry, Fudan University, Shanghai, 200433, China
| |
Collapse
|