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Kalkreuter E, Kautsar SA, Yang D, Bader CD, Teijaro CN, Fluegel LL, Davis CM, Simpson JR, Lauterbach L, Steele AD, Gui C, Meng S, Li G, Viehrig K, Ye F, Su P, Kiefer AF, Nichols A, Cepeda AJ, Yan W, Fan B, Jiang Y, Adhikari A, Zheng CJ, Schuster L, Cowan TM, Smanski MJ, Chevrette MG, de Carvalho LPS, Shen B. The Natural Products Discovery Center: Release of the First 8490 Sequenced Strains for Exploring Actinobacteria Biosynthetic Diversity. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2023.12.14.571759. [PMID: 38168313 PMCID: PMC10760148 DOI: 10.1101/2023.12.14.571759] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/05/2024]
Abstract
Actinobacteria, the bacterial phylum most renowned for natural product discovery, has been established as a valuable source for drug discovery and biotechnology but is underrepresented within accessible genome and strain collections. Herein, we introduce the Natural Products Discovery Center (NPDC), featuring 122,449 strains assembled over eight decades, the genomes of the first 8490 NPDC strains (7142 Actinobacteria), and the online NPDC Portal making both strains and genomes publicly available. A comparative survey of RefSeq and NPDC Actinobacteria highlights the taxonomic and biosynthetic diversity within the NPDC collection, including three new genera, hundreds of new species, and ~7000 new gene cluster families. Selected examples demonstrate how the NPDC Portal's strain metadata, genomes, and biosynthetic gene clusters can be leveraged using genome mining approaches. Our findings underscore the ongoing significance of Actinobacteria in natural product discovery, and the NPDC serves as an unparalleled resource for both Actinobacteria strains and genomes.
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Affiliation(s)
- Edward Kalkreuter
- Department of Chemistry, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
| | - Satria A. Kautsar
- Department of Chemistry, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
- Current address: DOE Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA 94720
| | - Dong Yang
- Department of Chemistry, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
- Natural Products Discovery Center, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
| | - Chantal D. Bader
- Department of Chemistry, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
| | - Christiana N. Teijaro
- Department of Chemistry, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
- Current address: Department of Discovery Chemistry, Bristol-Meyers Squibb, Princeton, NJ 08543
| | - Lucas L. Fluegel
- Department of Chemistry, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
- Skaggs Graduate School of Chemical and Biological Sciences, Scripps Research, Jupiter, FL 33458
| | - Christina M. Davis
- Department of Chemistry, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
- Skaggs Graduate School of Chemical and Biological Sciences, Scripps Research, Jupiter, FL 33458
| | - Johnathon R. Simpson
- Department of Chemistry, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
- Current address: Prepaire Labs, Pompano Beach, FL 33060
| | - Lukas Lauterbach
- Department of Chemistry, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
| | - Andrew D. Steele
- Department of Chemistry, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
| | - Chun Gui
- Department of Chemistry, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
| | - Song Meng
- Department of Chemistry, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
- Current address: State Key Laboratory of Drug Research & Natural Products Research Center, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai 201203, People’s Republic of China, Beijing, China 100049
| | - Gengnan Li
- Department of Chemistry, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
- Current address: Centivax Inc., South San Francisco, CA 94080
| | - Konrad Viehrig
- Department of Chemistry, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
- Current address: Interdisciplinary Centre of Marine and Environmental Research, University of Porto, Matosinhos, Portugal 4450-208
| | - Fei Ye
- Department of Chemistry, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
- Current address: Department of Biological Chemistry & Molecular Pharmacology, Harvard University, Boston, MA 02115
| | - Ping Su
- Department of Chemistry, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
- Current address: State Key Laboratory for Quality Assurance and Sustainable Use of Dao-di Herbs, National Resource Center for Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing, China 100700
| | - Alexander F. Kiefer
- Department of Chemistry, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
| | - Angela Nichols
- Department of Chemistry, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
- Skaggs Graduate School of Chemical and Biological Sciences, Scripps Research, Jupiter, FL 33458
| | - Alexis J. Cepeda
- Department of Chemistry, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
- Skaggs Graduate School of Chemical and Biological Sciences, Scripps Research, Jupiter, FL 33458
| | - Wei Yan
- Department of Chemistry, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
- Current address: College of Plant Protection, Nanjing Agricultural University, Nanjing, China 210095
| | - Boyi Fan
- Department of Chemistry, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
- Current address: School of Pharmacy, Nantong University, Nantong, China 226001
| | - Yanlong Jiang
- Department of Chemistry, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
- Current address: Department of Chemistry, Rice University, Houston, TX 77005
| | - Ajeeth Adhikari
- Department of Chemistry, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
- Skaggs Graduate School of Chemical and Biological Sciences, Scripps Research, Jupiter, FL 33458
- Current address: Evercrisp Biosciences, San Francisco, CA 94109
| | - Cheng-Jian Zheng
- Department of Chemistry, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
- Current address: Faculty of Pharmacy, Naval Medical University, Shanghai, China 200433
| | - Layla Schuster
- Department of Microbiology and Cell Science, University of Florida, Gainesville, FL 32603
| | - Tyler M. Cowan
- Department of Chemistry, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
| | - Michael J. Smanski
- Department of Biochemistry, Molecular Biology, and Biophysics, University of Minnesota, Saint Paul, MN 55108
- Biotechnology Institute, University of Minnesota, Saint Paul, MN 55108
| | - Marc G. Chevrette
- Department of Microbiology and Cell Science, University of Florida, Gainesville, FL 32603
- Genetics Institute, University of Florida, Gainesville, FL 32603
| | - Luiz P. S. de Carvalho
- Department of Chemistry, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
| | - Ben Shen
- Department of Chemistry, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
- Department of Molecular Medicine, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
- Natural Products Discovery Center, The Herbert Wertheim UF Scripps Institute for Biomedical Innovation & Technology, Jupiter, FL 33458
- Skaggs Graduate School of Chemical and Biological Sciences, Scripps Research, Jupiter, FL 33458
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Wang H, Sheng Y, Ou Y, Xu M, Tao M, Lin S, Deng Z, Bai L, Ding W, Kang Q. Streptomyces-based whole-cell biosensors for detecting diverse cell envelope-targeting antibiotics. Biosens Bioelectron 2024; 249:116004. [PMID: 38199083 DOI: 10.1016/j.bios.2024.116004] [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: 09/22/2023] [Revised: 12/25/2023] [Accepted: 01/04/2024] [Indexed: 01/12/2024]
Abstract
Cell envelope-targeting antibiotics are potent therapeutic agents against various bacterial infections. The emergence of multiple antibiotic-resistant strains underscores the significance of identifying potent antimicrobials specifically targeting the cell envelope. However, current drug screening approaches are tedious and lack sufficient specificity and sensitivity, warranting the development of more efficient methods. Genetic circuit-based whole-cell biosensors hold great promise for targeted drug discovery from natural products. Here, we performed comparative transcriptomic analysis of Streptomyces coelicolor M1146 exposed to diverse cell envelope-targeting antibiotics, aiming to identify regulatory elements involved in perceiving and responding to these compounds. Differential gene expression analysis revealed significant activation of VanS/R two-component system in response to the glycopeptide class of cell envelope-acting antibiotics. Therefore, we engineered a pair of VanS/R-based biosensors that exhibit functional complementarity and possess exceptional sensitivity and specificity for glycopeptides detection. Additionally, through promoter screening and characterization, we expanded the biosensor's detection range to include various cell envelope-acting antibiotics beyond glycopeptides. Our genetically engineered biosensor exhibits superior performance, including a dynamic range of up to 887-fold for detecting subtle antibiotic concentration changes in a rapid 2-h response time, enabling high-throughput screening of natural product libraries for antimicrobial agents targeting the bacterial cell envelope.
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Affiliation(s)
- Hengyu Wang
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, and School of Life Sciences & Biotechnology, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Yong Sheng
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, and School of Life Sciences & Biotechnology, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Yixin Ou
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, and School of Life Sciences & Biotechnology, Shanghai Jiao Tong University, Shanghai, 200240, China; Haihe Laboratory of Synthetic Biology, Tianjin, 300308, China
| | - Min Xu
- Tianjin Institute of Industrial Biotechnology, Chinese Academy of Sciences, West 7th Avenue No. 32, 300308, Tianjin, China
| | - Meifeng Tao
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, and School of Life Sciences & Biotechnology, Shanghai Jiao Tong University, Shanghai, 200240, China; Haihe Laboratory of Synthetic Biology, Tianjin, 300308, China
| | - Shuangjun Lin
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, and School of Life Sciences & Biotechnology, Shanghai Jiao Tong University, Shanghai, 200240, China; Haihe Laboratory of Synthetic Biology, Tianjin, 300308, China
| | - Zixin Deng
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, and School of Life Sciences & Biotechnology, Shanghai Jiao Tong University, Shanghai, 200240, China; Haihe Laboratory of Synthetic Biology, Tianjin, 300308, China
| | - Linquan Bai
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, and School of Life Sciences & Biotechnology, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Wei Ding
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, and School of Life Sciences & Biotechnology, Shanghai Jiao Tong University, Shanghai, 200240, China.
| | - Qianjin Kang
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, and School of Life Sciences & Biotechnology, Shanghai Jiao Tong University, Shanghai, 200240, China; Haihe Laboratory of Synthetic Biology, Tianjin, 300308, China.
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3
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Ayon NJ. High-Throughput Screening of Natural Product and Synthetic Molecule Libraries for Antibacterial Drug Discovery. Metabolites 2023; 13:625. [PMID: 37233666 PMCID: PMC10220967 DOI: 10.3390/metabo13050625] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Revised: 04/29/2023] [Accepted: 05/01/2023] [Indexed: 05/27/2023] Open
Abstract
Due to the continued emergence of resistance and a lack of new and promising antibiotics, bacterial infection has become a major public threat. High-throughput screening (HTS) allows rapid screening of a large collection of molecules for bioactivity testing and holds promise in antibacterial drug discovery. More than 50% of the antibiotics that are currently available on the market are derived from natural products. However, with the easily discoverable antibiotics being found, finding new antibiotics from natural sources has seen limited success. Finding new natural sources for antibacterial activity testing has also proven to be challenging. In addition to exploring new sources of natural products and synthetic biology, omics technology helped to study the biosynthetic machinery of existing natural sources enabling the construction of unnatural synthesizers of bioactive molecules and the identification of molecular targets of antibacterial agents. On the other hand, newer and smarter strategies have been continuously pursued to screen synthetic molecule libraries for new antibiotics and new druggable targets. Biomimetic conditions are explored to mimic the real infection model to better study the ligand-target interaction to enable the designing of more effective antibacterial drugs. This narrative review describes various traditional and contemporaneous approaches of high-throughput screening of natural products and synthetic molecule libraries for antibacterial drug discovery. It further discusses critical factors for HTS assay design, makes a general recommendation, and discusses possible alternatives to traditional HTS of natural products and synthetic molecule libraries for antibacterial drug discovery.
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Affiliation(s)
- Navid J Ayon
- Chemistry of Life Processes Institute, Northwestern University, Evanston, IL 60208, USA
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4
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Prioritization of Microorganisms Isolated from the Indian Ocean Sponge Scopalina hapalia Based on Metabolomic Diversity and Biological Activity for the Discovery of Natural Products. Microorganisms 2023; 11:microorganisms11030697. [PMID: 36985270 PMCID: PMC10057949 DOI: 10.3390/microorganisms11030697] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2023] [Revised: 02/27/2023] [Accepted: 03/01/2023] [Indexed: 03/11/2023] Open
Abstract
Despite considerable advances in medicine and technology, humanity still faces many deadly diseases such as cancer and malaria. In order to find appropriate treatments, the discovery of new bioactive substances is essential. Therefore, research is now turning to less frequently explored habitats with exceptional biodiversity such as the marine environment. Many studies have demonstrated the therapeutic potential of bioactive compounds from marine macro- and microorganisms. In this study, nine microbial strains isolated from an Indian Ocean sponge, Scopalina hapalia, were screened for their chemical potential. The isolates belong to different phyla, some of which are already known for their production of secondary metabolites, such as the actinobacteria. This article aims at describing the selection method used to identify the most promising microorganisms in the field of active metabolites production. The method is based on the combination of their biological and chemical screening, coupled with the use of bioinformatic tools. The dereplication of microbial extracts and the creation of a molecular network revealed the presence of known bioactive molecules such as staurosporin, erythromycin and chaetoglobosins. Molecular network exploration indicated the possible presence of novel compounds in clusters of interest. The biological activities targeted in the study were cytotoxicity against the HCT-116 and MDA-MB-231 cell lines and antiplasmodial activity against Plasmodium falciparum 3D7. Chaetomium globosum SH-123 and Salinispora arenicola SH-78 strains actually showed remarkable cytotoxic and antiplasmodial activities, while Micromonospora fluostatini SH-82 demonstrated promising antiplasmodial effects. The ranking of the microorganisms as a result of the different screening steps allowed the selection of a promising strain, Micromonospora fluostatini SH-82, as a premium candidate for the discovery of new drugs.
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Vega VF, Yang D, Jordán LO, Ye F, Conway L, Chen LY, Shumate J, Baillargeon P, Scampavia L, Parker C, Shen B, Spicer TP. Protocol for 3D screening of lung cancer spheroids using natural products. SLAS DISCOVERY : ADVANCING LIFE SCIENCES R & D 2023; 28:20-28. [PMID: 36681384 PMCID: PMC10291515 DOI: 10.1016/j.slasd.2023.01.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/30/2022] [Revised: 12/23/2022] [Accepted: 01/11/2023] [Indexed: 01/19/2023]
Abstract
Non-small cell lung cancer (NSCLC) is the most common type of lung cancer and accounts for ∼84% of all lung cancer cases. NSCLC remains one of the leading causes of cancer-associated death, with a 5-year survival rate less than 25%. This type of cancer begins with healthy cells that change and start growing out of control, leading to the formation of lesions or tumors. Understanding the dynamics of how the tumor microenvironment promotes cancer initiation and progression that leads to cancer metastasis is crucial to help identify new molecular therapies. 3D primary cell tumor models have received renewed recognition due to their ability to better mimic the complexity of in vivo tumors and as a potential bridge between traditional 2D culture and in vivo studies. Vast improvements in 3D cell culture technologies make them much more cost effective and efficient largely because of the use of a cell-repellent surfaces and a novel angle plate adaptor technology. To exploit this technology, we accessed the Natural Products Library (NPL) at UF Scripps, which consists of crude extracts, partially purified fractions, and pure natural products (NPs). NPs generally are not very well represented in most drug discovery libraries and thus provide new insights to discover leads that could potentially emerge as novel molecular therapies. Herein we describe how we combined these technologies for 3D screening in 1536 well format using a panel of ten NSCLC cells lines (5 wild type and 5 mutant) against ∼1280 selected members of the NPL. After further evaluation, the selected active hits were prioritized to be screened against all 10 NSCLC cell lines as concentration response curves to determine the efficacy and selectivity of the compounds between wild type and mutant 3D cell models. Here, we demonstrate the methods needed for automated 3D screening using microbial NPs, exemplified by crude extracts, partially purified fractions, and pure NPs, that may lead to future use targeting human cancer.
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Affiliation(s)
- Virneliz Fernández Vega
- Molecular Screening Center, Department of Molecular Medicine, UF Scripps Biomedical Research, Jupiter, FL, USA
| | - Dong Yang
- Department of Chemistry, UF Scripps Biomedical Research, Jupiter, FL, USA; Natural Products Discovery Center, UF Scripps Biomedical Research, Jupiter, FL, USA
| | - Luis Ortiz Jordán
- Molecular Screening Center, Department of Molecular Medicine, UF Scripps Biomedical Research, Jupiter, FL, USA
| | - Fei Ye
- Department of Chemistry, UF Scripps Biomedical Research, Jupiter, FL, USA
| | - Louis Conway
- Department of Chemistry, The Scripps Research Institute, La Jolla, CA, USA
| | - Li Yun Chen
- Department of Chemistry, UF Scripps Biomedical Research, Jupiter, FL, USA
| | - Justin Shumate
- Molecular Screening Center, Department of Molecular Medicine, UF Scripps Biomedical Research, Jupiter, FL, USA
| | - Pierre Baillargeon
- Molecular Screening Center, Department of Molecular Medicine, UF Scripps Biomedical Research, Jupiter, FL, USA
| | - Louis Scampavia
- Molecular Screening Center, Department of Molecular Medicine, UF Scripps Biomedical Research, Jupiter, FL, USA
| | - Christopher Parker
- Department of Chemistry, The Scripps Research Institute, La Jolla, CA, USA
| | - Ben Shen
- Department of Chemistry, UF Scripps Biomedical Research, Jupiter, FL, USA; Natural Products Discovery Center, UF Scripps Biomedical Research, Jupiter, FL, USA
| | - Timothy P Spicer
- Molecular Screening Center, Department of Molecular Medicine, UF Scripps Biomedical Research, Jupiter, FL, USA.
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Cook MA, Pallant D, Ejim L, Sutherland AD, Wang X, Johnson JW, McCusker S, Chen X, George M, Chou S, Koteva K, Wang W, Hobson C, Hackenberger D, Waglechner N, Ejim O, Campbell T, Medina R, MacNeil LT, Wright GD. Lessons from assembling a microbial natural product and pre-fractionated extract library in an academic laboratory. J Ind Microbiol Biotechnol 2023; 50:kuad042. [PMID: 38052426 PMCID: PMC10724011 DOI: 10.1093/jimb/kuad042] [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: 10/10/2023] [Accepted: 11/30/2023] [Indexed: 12/07/2023]
Abstract
Microbial natural products are specialized metabolites that are sources of many bioactive compounds including antibiotics, antifungals, antiparasitics, anticancer agents, and probes of biology. The assembly of libraries of producers of natural products has traditionally been the province of the pharmaceutical industry. This sector has gathered significant historical collections of bacteria and fungi to identify new drug leads with outstanding outcomes-upwards of 60% of drug scaffolds originate from such libraries. Despite this success, the repeated rediscovery of known compounds and the resultant diminishing chemical novelty contributed to a pivot from this source of bioactive compounds toward more tractable synthetic compounds in the drug industry. The advent of advanced mass spectrometry tools, along with rapid whole genome sequencing and in silico identification of biosynthetic gene clusters that encode the machinery necessary for the synthesis of specialized metabolites, offers the opportunity to revisit microbial natural product libraries with renewed vigor. Assembling a suitable library of microbes and extracts for screening requires the investment of resources and the development of methods that have customarily been the proprietary purview of large pharmaceutical companies. Here, we report a perspective on our efforts to assemble a library of natural product-producing microbes and the establishment of methods to extract and fractionate bioactive compounds using resources available to most academic labs. We validate the library and approach through a series of screens for antimicrobial and cytotoxic agents. This work serves as a blueprint for establishing libraries of microbial natural product producers and bioactive extract fractions suitable for screens of bioactive compounds. ONE-SENTENCE SUMMARY Natural products are key to discovery of novel antimicrobial agents: Here, we describe our experience and lessons learned in constructing a microbial natural product and pre-fractionated extract library.
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Affiliation(s)
- Michael A Cook
- Department of Biochemistry and Biomedical Sciences, M.G. DeGroote Institute for Infectious Disease Research, DeGroote School of Medicine, McMaster University, 1280 Main Street West, Hamilton, ON L8S 4K1, Canada
| | - Daniel Pallant
- Department of Biochemistry and Biomedical Sciences, M.G. DeGroote Institute for Infectious Disease Research, DeGroote School of Medicine, McMaster University, 1280 Main Street West, Hamilton, ON L8S 4K1, Canada
| | - Linda Ejim
- Department of Biochemistry and Biomedical Sciences, M.G. DeGroote Institute for Infectious Disease Research, DeGroote School of Medicine, McMaster University, 1280 Main Street West, Hamilton, ON L8S 4K1, Canada
| | - Arlene D Sutherland
- Department of Biochemistry and Biomedical Sciences, M.G. DeGroote Institute for Infectious Disease Research, DeGroote School of Medicine, McMaster University, 1280 Main Street West, Hamilton, ON L8S 4K1, Canada
| | - Xiaodong Wang
- Department of Biochemistry and Biomedical Sciences, M.G. DeGroote Institute for Infectious Disease Research, DeGroote School of Medicine, McMaster University, 1280 Main Street West, Hamilton, ON L8S 4K1, Canada
| | - Jarrod W Johnson
- Department of Biochemistry and Biomedical Sciences, M.G. DeGroote Institute for Infectious Disease Research, DeGroote School of Medicine, McMaster University, 1280 Main Street West, Hamilton, ON L8S 4K1, Canada
| | - Susan McCusker
- Department of Biochemistry and Biomedical Sciences, M.G. DeGroote Institute for Infectious Disease Research, DeGroote School of Medicine, McMaster University, 1280 Main Street West, Hamilton, ON L8S 4K1, Canada
| | - Xuefei Chen
- Department of Biochemistry and Biomedical Sciences, M.G. DeGroote Institute for Infectious Disease Research, DeGroote School of Medicine, McMaster University, 1280 Main Street West, Hamilton, ON L8S 4K1, Canada
| | - Maya George
- Department of Biochemistry and Biomedical Sciences, M.G. DeGroote Institute for Infectious Disease Research, DeGroote School of Medicine, McMaster University, 1280 Main Street West, Hamilton, ON L8S 4K1, Canada
| | - Sommer Chou
- Department of Biochemistry and Biomedical Sciences, M.G. DeGroote Institute for Infectious Disease Research, DeGroote School of Medicine, McMaster University, 1280 Main Street West, Hamilton, ON L8S 4K1, Canada
- Farncombe Family Digestive Health Research Institute, McMaster University, 1280 Main Street West, Hamilton, ON L8S 4L8, Canada
| | - Kalinka Koteva
- Department of Biochemistry and Biomedical Sciences, M.G. DeGroote Institute for Infectious Disease Research, DeGroote School of Medicine, McMaster University, 1280 Main Street West, Hamilton, ON L8S 4K1, Canada
| | - Wenliang Wang
- Department of Biochemistry and Biomedical Sciences, M.G. DeGroote Institute for Infectious Disease Research, DeGroote School of Medicine, McMaster University, 1280 Main Street West, Hamilton, ON L8S 4K1, Canada
| | - Christian Hobson
- Department of Biochemistry and Biomedical Sciences, M.G. DeGroote Institute for Infectious Disease Research, DeGroote School of Medicine, McMaster University, 1280 Main Street West, Hamilton, ON L8S 4K1, Canada
| | - Dirk Hackenberger
- Department of Biochemistry and Biomedical Sciences, M.G. DeGroote Institute for Infectious Disease Research, DeGroote School of Medicine, McMaster University, 1280 Main Street West, Hamilton, ON L8S 4K1, Canada
| | - Nicholas Waglechner
- Department of Biochemistry and Biomedical Sciences, M.G. DeGroote Institute for Infectious Disease Research, DeGroote School of Medicine, McMaster University, 1280 Main Street West, Hamilton, ON L8S 4K1, Canada
| | - Obi Ejim
- College of Medicine, Enugu State University of Science and Technology, Agbani, Enugu State, PMB 01660, Nigeria
| | - Tracey Campbell
- Department of Biochemistry and Biomedical Sciences, M.G. DeGroote Institute for Infectious Disease Research, DeGroote School of Medicine, McMaster University, 1280 Main Street West, Hamilton, ON L8S 4K1, Canada
| | - Ricardo Medina
- Department of Microbiology, Chemical Bioactive Center, Central University Marta Abreu de las Villas, Santa Clara 54830, Villa Clara, Cuba
| | - Lesley T MacNeil
- Department of Biochemistry and Biomedical Sciences, M.G. DeGroote Institute for Infectious Disease Research, DeGroote School of Medicine, McMaster University, 1280 Main Street West, Hamilton, ON L8S 4K1, Canada
- Farncombe Family Digestive Health Research Institute, McMaster University, 1280 Main Street West, Hamilton, ON L8S 4L8, Canada
| | - Gerard D Wright
- Department of Biochemistry and Biomedical Sciences, M.G. DeGroote Institute for Infectious Disease Research, DeGroote School of Medicine, McMaster University, 1280 Main Street West, Hamilton, ON L8S 4K1, Canada
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7
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Shi H, Jiang J, Zhang H, Jiang H, Su Z, Liu D, Jie L, He F. Antibacterial spirooxindole alkaloids from Penicillium brefeldianum inhibit dimorphism of pathogenic smut fungi. Front Microbiol 2022; 13:1046099. [DOI: 10.3389/fmicb.2022.1046099] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2022] [Accepted: 10/20/2022] [Indexed: 11/16/2022] Open
Abstract
Three new antibacterial spirooxindole alkaloids, spirobrefeldins A–C (1–3), together with four known analogs, spirotryprostatin M (4), spirotryprostatin G (5), 12β-hydroxyverruculogen TR-2 (6), and 12α-hydroxyverruculogen TR-2 (7), were isolated from terrestrial fungus Penicillium brefeldianum. All the new compounds were elucidated extensively by the interpretation of their NMR (1D and 2D) spectra and high-resolution mass data, and their absolute configurations were determined by computational chemistry and CD spectra. The absolute configurations of spiro carbon C-2 in spirotryprostatin G (5) and spirotryprostatin C in literature were reported as S, which were revised to R based on experimental and calculated CD spectra. All the compounds were evaluated for their antimicrobial activities toward Pseudomonas aeruginosa PAO1, Dickeya zeae EC1, Staphylococcus epidermidis, Escherichia coli, and Sporisorium scitamineum. Compound 7 displayed moderate inhibitory activity toward dimorphic switch of pathogenic smut fungi Sporisorium scitamineum at 25 μM. Compounds 3 and 6 showed weak antibacterial activities against phytopathogenic bacterial Dickeya zeae EC1 at 100 μM.
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Gui C, Kalkreuter E, Liu YC, Adhikari A, Teijaro CN, Yang D, Chang C, Shen B. Intramolecular C–C Bond Formation Links Anthraquinone and Enediyne Scaffolds in Tiancimycin Biosynthesis. J Am Chem Soc 2022; 144:20452-20462. [DOI: 10.1021/jacs.2c08957] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
| | | | | | - Ajeeth Adhikari
- Skaggs Graduate School of Chemical and Biological Sciences, Scripps Research, Jupiter, Florida 33458, United States
| | | | | | - Changsoo Chang
- Structural Biology Center, X-ray Science Division, Argonne National Laboratory, Lemont, Illinois 60439, United States
| | - Ben Shen
- Skaggs Graduate School of Chemical and Biological Sciences, Scripps Research, Jupiter, Florida 33458, United States
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9
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Kontomina E, Garefalaki V, Fylaktakidou KC, Evmorfidou D, Eleftheraki A, Avramidou M, Udoh K, Panopoulou M, Felföldi T, Márialigeti K, Fakis G, Boukouvala S. A taxonomically representative strain collection to explore xenobiotic and secondary metabolism in bacteria. PLoS One 2022; 17:e0271125. [PMID: 35834592 PMCID: PMC9282458 DOI: 10.1371/journal.pone.0271125] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Accepted: 06/23/2022] [Indexed: 11/20/2022] Open
Abstract
Bacteria employ secondary metabolism to combat competitors, and xenobiotic metabolism to survive their chemical environment. This project has aimed to introduce a bacterial collection enabling comprehensive comparative investigations of those functions. The collection comprises 120 strains (Proteobacteria, Actinobacteria and Firmicutes), and was compiled on the basis of the broad taxonomic range of isolates and their postulated biosynthetic and/or xenobiotic detoxification capabilities. The utility of the collection was demonstrated in two ways: first, by performing 5144 co-cultures, recording inhibition between isolates and employing bioinformatics to predict biosynthetic gene clusters in sequenced genomes of species; second, by screening for xenobiotic sensitivity of isolates against 2-benzoxazolinone and 2-aminophenol. The co-culture medium of Bacillus siamensis D9 and Lysinibacillus sphaericus DSM 28T was further analysed for possible antimicrobial compounds, using liquid chromatography-mass spectrometry (LC-MS), and guided by computational predictions and the literature. Finally, LC-MS analysis demonstrated N-acetylation of 3,4-dichloroaniline (a toxic pesticide residue of concern) by the actinobacterium Tsukamurella paurometabola DSM 20162T which is highly tolerant of the xenobiotic. Microbial collections enable "pipeline" comparative screening of strains: on the one hand, bacterial co-culture is a promising approach for antibiotic discovery; on the other hand, bioremediation is effective in combating pollution, but requires knowledge of microbial xenobiotic metabolism. The presented outcomes are anticipated to pave the way for studies that may identify bacterial strains and/or metabolites of merit in biotechnological applications.
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Affiliation(s)
- Evanthia Kontomina
- Department of Molecular Biology and Genetics, Democritus University of Thrace, Alexandroupolis, Greece
| | - Vasiliki Garefalaki
- Department of Molecular Biology and Genetics, Democritus University of Thrace, Alexandroupolis, Greece
| | | | - Dorothea Evmorfidou
- Department of Molecular Biology and Genetics, Democritus University of Thrace, Alexandroupolis, Greece
- Department of Chemistry, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Athina Eleftheraki
- Department of Molecular Biology and Genetics, Democritus University of Thrace, Alexandroupolis, Greece
| | - Marina Avramidou
- Department of Molecular Biology and Genetics, Democritus University of Thrace, Alexandroupolis, Greece
| | - Karen Udoh
- Department of Molecular Biology and Genetics, Democritus University of Thrace, Alexandroupolis, Greece
| | - Maria Panopoulou
- Department of Medicine, Democritus University of Thrace, Alexandroupolis, Greece
| | - Tamás Felföldi
- Department of Microbiology, ELTE Eötvös Loránd University, Budapest, Hungary
- Institute of Aquatic Ecology, Centre for Ecological Research, Budapest, Hungary
| | - Károly Márialigeti
- Department of Microbiology, ELTE Eötvös Loránd University, Budapest, Hungary
| | - Giannoulis Fakis
- Department of Molecular Biology and Genetics, Democritus University of Thrace, Alexandroupolis, Greece
| | - Sotiria Boukouvala
- Department of Molecular Biology and Genetics, Democritus University of Thrace, Alexandroupolis, Greece
- * E-mail:
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10
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Ye F, Haniff HS, Suresh BM, Yang D, Zhang P, Crynen G, Teijaro CN, Yan W, Abegg D, Adibekian A, Shen B, Disney MD. Rational Approach to Identify RNA Targets of Natural Products Enables Identification of Nocathiacin as an Inhibitor of an Oncogenic RNA. ACS Chem Biol 2022; 17:474-482. [PMID: 35044149 PMCID: PMC9594101 DOI: 10.1021/acschembio.1c00952] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
The discovery of biofunctional natural products (NPs) has relied on the phenotypic screening of extracts and subsequent laborious work to dereplicate active NPs and define cellular targets. Herein, NPs present as crude extracts, partially purified fractions, and pure compounds were screened directly against molecular target libraries of RNA structural motifs in a library-versus-library fashion. We identified 21 hits with affinity for RNA, including one pure NP, nocathiacin I (NOC-I). The resultant data set of NOC-I-RNA fold interactions was mapped to the human transcriptome to define potential bioactive interactions. Interestingly, one of NOC-I's most preferred RNA folds is present in the nuclease processing site in the oncogenic, noncoding microRNA-18a, which NOC-I binds with low micromolar affinity. This affinity for the RNA translates into the selective inhibition of its nuclease processing in vitro and in prostate cancer cells, in which NOC-I also triggers apoptosis. In principle, adaptation of this combination of experimental and predictive approaches to dereplicate NPs from the other hits (extracts and partially purified fractions) could fundamentally transform the current paradigm and accelerate the discovery of NPs that bind RNA and their simultaneous correlation to biological targets.
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Affiliation(s)
- Fei Ye
- Department of Chemistry, The Scripps Research Institute, Jupiter, Florida 33458, United States
| | - Hafeez S. Haniff
- Department of Chemistry, The Scripps Research Institute, Jupiter, Florida 33458, United States
| | - Blessy M. Suresh
- Department of Chemistry, The Scripps Research Institute, Jupiter, Florida 33458, United States
| | - Dong Yang
- Department of Chemistry, The Scripps Research Institute, Jupiter, Florida 33458, United States; Natural Products Discovery Center at Scripps Research, The Scripps Research Institute, Jupiter, Florida 33458, United States
| | - Peiyuan Zhang
- Department of Chemistry, The Scripps Research Institute, Jupiter, Florida 33458, United States
| | - Gogce Crynen
- Bioinformatics Core, The Scripps Research Institute, Jupiter, Florida 33458, United States
| | - Christiana N. Teijaro
- Department of Chemistry, The Scripps Research Institute, Jupiter, Florida 33458, United States
| | - Wei Yan
- Department of Chemistry, The Scripps Research Institute, Jupiter, Florida 33458, United States
| | - Daniel Abegg
- Department of Chemistry, The Scripps Research Institute, Jupiter, Florida 33458, United States
| | - Alexander Adibekian
- Department of Chemistry, The Scripps Research Institute, Jupiter, Florida 33458, United States
| | - Ben Shen
- Department of Chemistry, The Scripps Research Institute, Jupiter, Florida 33458, United States; Department of Molecular Medicine, The Scripps Research Institute, Jupiter, Florida 33458, United States; Natural Products Discovery Center at Scripps Research, The Scripps Research Institute, Jupiter, Florida 33458, United States
| | - Matthew D. Disney
- Department of Chemistry, The Scripps Research Institute, Jupiter, Florida 33458, United States
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11
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Rajwani R, Ohlemacher SI, Zhao G, Liu HB, Bewley CA. Genome-Guided Discovery of Natural Products through Multiplexed Low-Coverage Whole-Genome Sequencing of Soil Actinomycetes on Oxford Nanopore Flongle. mSystems 2021; 6:e0102021. [PMID: 34812649 PMCID: PMC8609971 DOI: 10.1128/msystems.01020-21] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Accepted: 10/31/2021] [Indexed: 12/02/2022] Open
Abstract
Genome mining is an important tool for discovery of new natural products; however, the number of publicly available genomes for natural product-rich microbes such as actinomycetes, relative to human pathogens with smaller genomes, is small. To obtain contiguous DNA assemblies and identify large (ca. 10 to greater than 100 kb) biosynthetic gene clusters (BGCs) with high GC (>70%) and high-repeat content, it is necessary to use long-read sequencing methods when sequencing actinomycete genomes. One of the hurdles to long-read sequencing is the higher cost. In the current study, we assessed Flongle, a recently launched platform by Oxford Nanopore Technologies, as a low-cost DNA sequencing option to obtain contiguous DNA assemblies and analyze BGCs. To make the workflow more cost-effective, we multiplexed up to four samples in a single Flongle sequencing experiment while expecting low-sequencing coverage per sample. We hypothesized that contiguous DNA assemblies might enable analysis of BGCs even at low sequencing depth. To assess the value of these assemblies, we collected high-resolution mass spectrometry data and conducted a multi-omics analysis to connect BGCs to secondary metabolites. In total, we assembled genomes for 20 distinct strains across seven sequencing experiments. In each experiment, 50% of the bases were in reads longer than 10 kb, which facilitated the assembly of reads into contigs with an average N50 value of 3.5 Mb. The programs antiSMASH and PRISM predicted 629 and 295 BGCs, respectively. We connected BGCs to metabolites for N,N-dimethyl cyclic-di-tryptophan, two novel lasso peptides, and three known actinomycete-associated siderophores, namely, mirubactin, heterobactin, and salinichelin. IMPORTANCE Short-read sequencing of GC-rich genomes such as those from actinomycetes results in a fragmented genome assembly and truncated biosynthetic gene clusters (often 10 to >100 kb long), which hinders our ability to understand the biosynthetic potential of a given strain and predict the molecules that can be produced. The current study demonstrates that contiguous DNA assemblies, suitable for analysis of BGCs, can be obtained through low-coverage, multiplexed sequencing on Flongle, which provides a new low-cost workflow ($30 to 40 per strain) for sequencing actinomycete strain libraries.
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Affiliation(s)
- Rahim Rajwani
- Laboratory of Bioorganic Chemistry, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland, USA
| | - Shannon I. Ohlemacher
- Laboratory of Bioorganic Chemistry, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland, USA
| | - Gengxiang Zhao
- Laboratory of Bioorganic Chemistry, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland, USA
| | - Hong-Bing Liu
- Laboratory of Bioorganic Chemistry, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland, USA
| | - Carole A. Bewley
- Laboratory of Bioorganic Chemistry, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland, USA
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12
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Wang Z, Liu X, Duan Y, Huang Y. Infection microenvironment-related antibacterial nanotherapeutic strategies. Biomaterials 2021; 280:121249. [PMID: 34801252 DOI: 10.1016/j.biomaterials.2021.121249] [Citation(s) in RCA: 86] [Impact Index Per Article: 28.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2021] [Revised: 11/04/2021] [Accepted: 11/08/2021] [Indexed: 12/14/2022]
Abstract
The emergence and spread of antibiotic resistance is one of the biggest challenges in public health. There is an urgent need to discover novel agents against the occurrence of multidrug-resistant bacteria, such as methicillin-resistant Staphylococcus aureus and vancomycin-resistant enterococci. The drug-resistant pathogens are able to grow and persist in infected sites, including biofilms, phagosomes, or phagolysosomes, which are more difficult to eradicate than planktonic ones and also foster the development of drug resistance. For years, various nano-antibacterial agents have been developed in the forms of antibiotic nanocarriers. Inorganic nanoparticles with intrinsic antibacterial activity and inert nanoparticles assisted by external stimuli, including heat, photon, magnetism, or sound, have also been discovered. Many of these strategies are designed to target the unique microenvironment of bacterial infections, which have shown potent antibacterial effects in vitro and in vivo. This review summarizes ongoing efforts on antibacterial nanotherapeutic strategies related to bacterial infection microenvironments, including targeted antibacterial therapy and responsive antibiotic delivery systems. Several grand challenges and future directions for the development and translation of effective nano-antibacterial agents are also discussed. The development of innovative nano-antibacterial agents could provide powerful weapons against drug-resistant bacteria in systemic or local bacterial infections in the foreseeable future.
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Affiliation(s)
- Zhe Wang
- Xiangya International Academy of Translational Medicine, Central South University, Changsha, Hunan, 410013, China
| | - Xingyun Liu
- Xiangya International Academy of Translational Medicine, Central South University, Changsha, Hunan, 410013, China
| | - Yanwen Duan
- Xiangya International Academy of Translational Medicine, Central South University, Changsha, Hunan, 410013, China; Hunan Engineering Research Center of Combinatorial Biosynthesis and Natural Product Drug Discover, Changsha, Hunan, 410011, China; National Engineering Research Center of Combinatorial Biosynthesis for Drug Discovery, Changsha, Hunan, 410011, China.
| | - Yong Huang
- Xiangya International Academy of Translational Medicine, Central South University, Changsha, Hunan, 410013, China; National Engineering Research Center of Combinatorial Biosynthesis for Drug Discovery, Changsha, Hunan, 410011, China.
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13
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Ortlieb N, Klenk E, Kulik A, Niedermeyer THJ. Development of an agar-plug cultivation system for bioactivity assays of actinomycete strain collections. PLoS One 2021; 16:e0258934. [PMID: 34739482 PMCID: PMC8570476 DOI: 10.1371/journal.pone.0258934] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2021] [Accepted: 10/08/2021] [Indexed: 01/08/2023] Open
Abstract
Natural products are an important source of lead compounds for the development of drug substances. Actinomycetes have been valuable especially for the discovery of antibiotics. Increasing occurrence of antibiotic resistance among bacterial pathogens has revived the interest in actinomycete natural product research. Actinobacteria produce a different set of natural products when cultivated on solid growth media compared with submersed culture. Bioactivity assays involving solid media (e.g. agar-plug assays) require manual manipulation of the strains and agar plugs. This is less convenient for the screening of larger strain collections of several hundred or thousand strains. Thus, the aim of this study was to develop a 96-well microplate-based system suitable for the screening of actinomycete strain collections in agar-plug assays. We developed a medium-throughput cultivation and agar-plug assay workflow that allows the convenient inoculation of solid agar plugs with actinomycete spore suspensions from a strain collection, and the transfer of the agar plugs to petri dishes to conduct agar-plug bioactivity assays. The development steps as well as the challenges that were overcome during the development (e.g. system sterility, handling of the agar plugs) are described. We present the results from one exemplary screening campaign targeted to identify compounds inhibiting Agr-based quorum sensing where the workflow was used successfully. We present a novel and convenient workflow to combine agar diffusion assays with microtiter-plate-based cultivation systems in which strains can grow on a solid surface. This workflow facilitates and speeds up the initial medium throughput screening of natural product-producing actinomycete strain collections against monitor strains in agar-plug assays.
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Affiliation(s)
- Nico Ortlieb
- Department of Microbiology/Biotechnology, Interfaculty Institute of Microbiology and Infection Medicine, Eberhard Karls University Tübingen, Tübingen, Germany
- German Centre for Infection Research (DZIF), Partner Site Tübingen, Tübingen, Germany
- Department of Pharmaceutical Biology/Pharmacognosy, Institute of Pharmacy, Martin-Luther-University Halle-Wittenberg, Halle (Saale), Halle, Germany
| | - Elke Klenk
- Department of Microbiology/Biotechnology, Interfaculty Institute of Microbiology and Infection Medicine, Eberhard Karls University Tübingen, Tübingen, Germany
| | - Andreas Kulik
- Department of Microbiology/Biotechnology, Interfaculty Institute of Microbiology and Infection Medicine, Eberhard Karls University Tübingen, Tübingen, Germany
- Department of Microbial Bioactive Compounds, Interfaculty Institute of Microbiology and Infection Medicine, Eberhard Karls University Tübingen, Tübingen, Germany
| | - Timo Horst Johannes Niedermeyer
- Department of Microbiology/Biotechnology, Interfaculty Institute of Microbiology and Infection Medicine, Eberhard Karls University Tübingen, Tübingen, Germany
- German Centre for Infection Research (DZIF), Partner Site Tübingen, Tübingen, Germany
- Department of Pharmaceutical Biology/Pharmacognosy, Institute of Pharmacy, Martin-Luther-University Halle-Wittenberg, Halle (Saale), Halle, Germany
- * E-mail:
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14
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Zdouc MM, Iorio M, Vind K, Simone M, Serina S, Brunati C, Monciardini P, Tocchetti A, Zarazúa GS, Crüsemann M, Maffioli SI, Sosio M, Donadio S. Effective approaches to discover new microbial metabolites in a large strain library. J Ind Microbiol Biotechnol 2021; 48:6144606. [PMID: 33599744 PMCID: PMC9113118 DOI: 10.1093/jimb/kuab017] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2020] [Accepted: 12/31/2020] [Indexed: 12/28/2022]
Abstract
Natural products have provided many molecules to treat and prevent illnesses in humans, animals and plants. While only a small fraction of the existing microbial diversity has been explored for bioactive metabolites, tens of thousands of molecules have been reported in the literature over the past 80 years. Thus, the main challenge in microbial metabolite screening is to avoid the re-discovery of known metabolites in a cost-effective manner. In this perspective, we report and discuss different approaches used in our laboratory over the past few years, ranging from bioactivity-based screening to looking for metabolic rarity in different datasets to deeply investigating a single Streptomyces strain. Our results show that it is possible to find novel chemistry through a limited screening effort, provided that appropriate selection criteria are in place.
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Affiliation(s)
- Mitja M Zdouc
- NAICONS Srl, 20139 Milan, Italy.,Swammerdam Institute for Life Sciences, University of Amsterdam, 1098 XH Amsterdam, The Netherlands
| | | | - Kristiina Vind
- NAICONS Srl, 20139 Milan, Italy.,Host-Microbe Interactomics Group, Wageningen University, 6708 WD Wageningen, The Netherlands
| | | | | | | | | | | | - Guadalupe S Zarazúa
- Institut für Pharmazeutische Biologie, Rheinische Friedrich-Wilhelms-Universität, 53115 Bonn, Germany
| | - Max Crüsemann
- Institut für Pharmazeutische Biologie, Rheinische Friedrich-Wilhelms-Universität, 53115 Bonn, Germany
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15
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Luo J, Yang D, Hindra, Adhikari A, Dong LB, Ye F, Yan X, Rader C, Shen B. Discovery of ammosesters by mining the Streptomyces uncialis DCA2648 genome revealing new insight into ammosamide biosynthesis. J Ind Microbiol Biotechnol 2021; 48:6185047. [PMID: 33982054 PMCID: PMC8210675 DOI: 10.1093/jimb/kuab027] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2020] [Accepted: 03/18/2021] [Indexed: 11/28/2022]
Abstract
The ammosamides (AMMs) are a family of pyrroloquinoline alkaloids that exhibits a wide variety of bioactivities. A biosynthetic gene cluster (BGC) that is highly homologous in both gene content and genetic organization to the amm BGC was identified by mining the Streptomyces uncialis DCA2648 genome, leading to the discovery of a sub-family of new AMM congeners, named ammosesters (AMEs). The AMEs feature a C-4a methyl ester, differing from the C-4a amide functional group characteristic to AMMs, and exhibit modest cytotoxicity against a broad spectrum of human cancer cell lines, expanding the structure-activity relationship for the pyrroloquinoline family of natural products. Comparative analysis of the ame and amm BGCs supports the use of a scaffold peptide as an emerging paradigm for the biosynthesis of the pyrroloquinoline family of natural products. AME and AMM biosynthesis diverges from a common intermediate by evolving the pathway-specific Ame24 O-methyltransferase and Amm20 amide synthetase, respectively. These findings will surely inspire future efforts to mimic Nature's combinatorial biosynthetic strategies for natural product structural diversity.
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Affiliation(s)
| | | | | | - Ajeeth Adhikari
- Department of Chemistry, The Scripps Research Institute, Jupiter, FL 33458, USA
- Department of Immunology and Microbiology, The Scripps Research Institute, Jupiter, FL 33458, USA
| | - Liao-Bin Dong
- Department of Chemistry, The Scripps Research Institute, Jupiter, FL 33458, USA
| | - Fei Ye
- Department of Chemistry, The Scripps Research Institute, Jupiter, FL 33458, USA
| | - Xiaohui Yan
- Department of Chemistry, The Scripps Research Institute, Jupiter, FL 33458, USA
| | - Christoph Rader
- Department of Immunology and Microbiology, The Scripps Research Institute, Jupiter, FL 33458, USA
| | - Ben Shen
- Correspondence should be addressed to: Ben Shen. Phone: +1-561-228-2456. Fax: +1-561-228-2472. E-mail:
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16
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Kuhl M, Rückert C, Gläser L, Beganovic S, Luzhetskyy A, Kalinowski J, Wittmann C. Microparticles enhance the formation of seven major classes of natural products in native and metabolically engineered actinobacteria through accelerated morphological development. Biotechnol Bioeng 2021; 118:3076-3093. [PMID: 33974270 DOI: 10.1002/bit.27818] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2021] [Revised: 04/17/2021] [Accepted: 04/30/2021] [Indexed: 11/09/2022]
Abstract
Actinobacteria provide a rich spectrum of bioactive natural products and therefore display an invaluable source towards commercially valuable pharmaceuticals and agrochemicals. Here, we studied the use of inorganic talc microparticles (hydrous magnesium silicate, 3MgO·4SiO2 ·H2 O, 10 µm) as a general supplement to enhance natural product formation in this important class of bacteria. Added to cultures of recombinant Streptomyces lividans, talc enhanced production of the macrocyclic peptide antibiotic bottromycin A2 and its methylated derivative Met-bottromycin A2 up to 109 mg L-1 , the highest titer reported so far. Hereby, the microparticles fundamentally affected metabolism. With 10 g L-1 talc, S. lividans grew to 40% smaller pellets and, using RNA sequencing, revealed accelerated morphogenesis and aging, indicated by early upregulation of developmental regulator genes such as ssgA, ssgB, wblA, sigN, and bldN. Furthermore, the microparticles re-balanced the expression of individual bottromycin cluster genes, resulting in a higher macrocyclization efficiency at the level of BotAH and correspondingly lower levels of non-cyclized shunt by-products, driving the production of mature bottromycin. Testing a variety of Streptomyces species, talc addition resulted in up to 13-fold higher titers for the RiPPs bottromycin and cinnamycin, the alkaloid undecylprodigiosin, the polyketide pamamycin, the tetracycline-type oxytetracycline, and the anthramycin-analogs usabamycins. Moreover, talc addition boosted production in other actinobacteria, outside of the genus of Streptomyces: vancomycin (Amycolatopsis japonicum DSM 44213), teicoplanin (Actinoplanes teichomyceticus ATCC 31121), and the angucyclinone-type antibiotic simocyclinone (Kitasatospora sp.). For teicoplanin, the microparticles were even crucial to activate production. Taken together, the use of talc was beneficial in 75% of all tested cases and optimized natural and heterologous hosts forming the substance of interest with clusters under native and synthetic control. Given its simplicity and broad benefits, microparticle-supplementation appears as an enabling technology in natural product research of these most important microbes.
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Affiliation(s)
- Martin Kuhl
- Institute of Systems Biotechnology, Saarland University, Saarbrücken, Germany
| | | | - Lars Gläser
- Institute of Systems Biotechnology, Saarland University, Saarbrücken, Germany
| | - Selma Beganovic
- Institute of Systems Biotechnology, Saarland University, Saarbrücken, Germany
| | - Andriy Luzhetskyy
- Department of Pharmaceutical Biotechnology, Saarland University, Saarbrücken, Germany
| | - Jörn Kalinowski
- Center for Biotechnology, Bielefeld University, Bielefeld, Germany
| | - Christoph Wittmann
- Institute of Systems Biotechnology, Saarland University, Saarbrücken, Germany
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17
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Panter F, Bader CD, Müller R. Synergizing the potential of bacterial genomics and metabolomics to find novel antibiotics. Chem Sci 2021; 12:5994-6010. [PMID: 33995996 PMCID: PMC8098685 DOI: 10.1039/d0sc06919a] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Accepted: 03/22/2021] [Indexed: 12/13/2022] Open
Abstract
Antibiotic development based on natural products has faced a long lasting decline since the 1970s, while both the speed and the extent of antimicrobial resistance (AMR) development have been severely underestimated. The discovery of antimicrobial natural products of bacterial and fungal origin featuring new chemistry and previously unknown mode of actions is increasingly challenged by rediscovery issues. Natural products that are abundantly produced by the corresponding wild type organisms often featuring strong UV signals have been extensively characterized, especially the ones produced by extensively screened microbial genera such as streptomycetes. Purely synthetic chemistry approaches aiming to replace the declining supply from natural products as starting materials to develop novel antibiotics largely failed to provide significant numbers of antibiotic drug leads. To cope with this fundamental issue, microbial natural products science is being transformed from a 'grind-and-find' study to an integrated approach based on bacterial genomics and metabolomics. Novel technologies in instrumental analytics are increasingly employed to lower detection limits and expand the space of detectable substance classes, while broadening the scope of accessible and potentially bioactive natural products. Furthermore, the almost exponential increase in publicly available bacterial genome data has shown that the biosynthetic potential of the investigated strains by far exceeds the amount of detected metabolites. This can be judged by the discrepancy between the number of biosynthetic gene clusters (BGC) encoded in the genome of each microbial strain and the number of secondary metabolites actually detected, even when considering the increased sensitivity provided by novel analytical instrumentation. In silico annotation tools for biosynthetic gene cluster classification and analysis allow fast prioritization in BGC-to-compound workflows, which is highly important to be able to process the enormous underlying data volumes. BGC prioritization is currently accompanied by novel molecular biology-based approaches to access the so-called orphan BGCs not yet correlated with a secondary metabolite. Integration of metabolomics, in silico genomics and molecular biology approaches into the mainstream of natural product research will critically influence future success and impact the natural product field in pharmaceutical, nutritional and agrochemical applications and especially in anti-infective research.
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Affiliation(s)
- Fabian Panter
- Department of Microbial Natural Products, Helmholtz-Institute for Pharmaceutical Research Saarland (HIPS), Helmholtz Centre for Infection Research (HZI), Department of Pharmacy, Saarland University Campus E8 1 66123 Saarbrücken Germany
- German Centre for Infection Research (DZIF) Partner Site Hannover-Braunschweig Germany
- Helmholtz International Lab for Anti-infectives Campus E8 1 66123 Saarbrücken Germany
| | - Chantal D Bader
- Department of Microbial Natural Products, Helmholtz-Institute for Pharmaceutical Research Saarland (HIPS), Helmholtz Centre for Infection Research (HZI), Department of Pharmacy, Saarland University Campus E8 1 66123 Saarbrücken Germany
- German Centre for Infection Research (DZIF) Partner Site Hannover-Braunschweig Germany
| | - Rolf Müller
- Department of Microbial Natural Products, Helmholtz-Institute for Pharmaceutical Research Saarland (HIPS), Helmholtz Centre for Infection Research (HZI), Department of Pharmacy, Saarland University Campus E8 1 66123 Saarbrücken Germany
- German Centre for Infection Research (DZIF) Partner Site Hannover-Braunschweig Germany
- Helmholtz International Lab for Anti-infectives Campus E8 1 66123 Saarbrücken Germany
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18
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Meng D, Mukhitov N, Neitzey D, Lucht M, Schaak DD, Voigt CA. Rapid and simultaneous screening of pathway designs and chassis organisms, applied to engineered living materials. Metab Eng 2021; 66:308-318. [PMID: 33460821 DOI: 10.1016/j.ymben.2021.01.006] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2020] [Revised: 12/14/2020] [Accepted: 01/10/2021] [Indexed: 01/22/2023]
Abstract
Achieving a high product titer through pathway optimization often requires screening many combinations of enzymes and genetic parts. Typically, a library is screened in a single chassis that is a model or production organism. Here, we present a technique where the library is first introduced into B. subtilis XPORT, which has the ability to transfer the DNA to many Gram-positive species using an inducible integrated conjugated element (ICE). This approach is demonstrated using a two-gene pathway that converts tyrosine to melanin, a pigment biopolymer that can serve as a protective coating. A library of 18 pathway variants is conjugated by XPORT into 18 species, including those isolated from soil and industrial contaminants. The resulting 324 strains are screened and the highest titer is 1.2 g/L in B. amyloliquefaciens BT16. The strains were evaluated as co-cultures in an industrial process to make mycelia-grown bulk materials, where the bacteria need to be productive in a stressful, spatially non-uniform and dynamic environment. B. subtilis BGSC 3A35 is found to perform well under these conditions and make melanin in the material, which can be seen visually. This approach enables the simultaneous screening of genetic designs and chassis during the build step of metabolic engineering.
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Affiliation(s)
- Dechuan Meng
- Synthetic Biology Center, Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA
| | - Nikita Mukhitov
- Synthetic Biology Center, Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA
| | - Dana Neitzey
- Ecovative Design LLC, 70 Cohoes Avenue, Green Island, NY, 12183, USA
| | - Matthew Lucht
- Ecovative Design LLC, 70 Cohoes Avenue, Green Island, NY, 12183, USA
| | - Damen D Schaak
- Ecovative Design LLC, 70 Cohoes Avenue, Green Island, NY, 12183, USA
| | - Christopher A Voigt
- Synthetic Biology Center, Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA.
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19
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Zheng CJ, Kalkreuter E, Fan BY, Liu YC, Dong LB, Shen B. PtmC Catalyzes the Final Step of Thioplatensimycin, Thioplatencin, and Thioplatensilin Biosynthesis and Expands the Scope of Arylamine N-Acetyltransferases. ACS Chem Biol 2021; 16:96-105. [PMID: 33314918 DOI: 10.1021/acschembio.0c00773] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
The members of the arylamine N-acetyltransferase (NAT) family of enzymes are important for their many roles in xenobiotic detoxification in bacteria and humans. However, very little is known about their roles outside of detoxification or their specificities for acyl donors larger than acetyl-CoA. Herein, we report the detailed study of PtmC, an unusual NAT homologue encoded in the biosynthetic gene cluster for thioplatensimycin, thioplatencin, and a newly reported scaffold, thioplatensilin, thioacid-containing diterpenoids and highly potent inhibitors of bacterial and mammalian fatty acid synthases. As the final enzyme of the pathway, PtmC is responsible for the selection of a thioacid arylamine over its cognate carboxylic acid and coupling to at least three large, 17-carbon ketolide-CoA substrates. Therefore, this study uses a combined approach of enzymology and molecular modeling to reveal how PtmC has evolved from the canonical NAT scaffold into a key part of a natural combinatorial biosynthetic pathway. Additionally, genome mining has revealed the presence of other related NATs located within natural product biosynthetic gene clusters. Thus, findings from this study are expected to expand our knowledge of how enzymes evolve for expanded substrate diversity and enable additional predictions about the activities of NATs involved in natural product biosynthesis and xenobiotic detoxification.
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20
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Muhammad A, Feng X, Rasool A, Sun W, Li C. Production of plant natural products through engineered Yarrowia lipolytica. Biotechnol Adv 2020; 43:107555. [DOI: 10.1016/j.biotechadv.2020.107555] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2020] [Revised: 04/13/2020] [Accepted: 05/12/2020] [Indexed: 12/18/2022]
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21
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Hou YM, Masuda I, Foster LJ. tRNA methylation: An unexpected link to bacterial resistance and persistence to antibiotics and beyond. WILEY INTERDISCIPLINARY REVIEWS-RNA 2020; 11:e1609. [PMID: 32533808 DOI: 10.1002/wrna.1609] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/31/2020] [Revised: 05/06/2020] [Accepted: 05/07/2020] [Indexed: 02/02/2023]
Abstract
A major threat to public health is the resistance and persistence of Gram-negative bacteria to multiple drugs during antibiotic treatment. The resistance is due to the ability of these bacteria to block antibiotics from permeating into and accumulating inside the cell, while the persistence is due to the ability of these bacteria to enter into a nonreplicating state that shuts down major metabolic pathways but remains active in drug efflux. Resistance and persistence are permitted by the unique cell envelope structure of Gram-negative bacteria, which consists of both an outer and an inner membrane (OM and IM, respectively) that lay above and below the cell wall. Unexpectedly, recent work reveals that m1 G37 methylation of tRNA, at the N1 of guanosine at position 37 on the 3'-side of the tRNA anticodon, controls biosynthesis of both membranes and determines the integrity of cell envelope structure, thus providing a novel link to the development of bacterial resistance and persistence to antibiotics. The impact of m1 G37-tRNA methylation on Gram-negative bacteria can reach further, by determining the ability of these bacteria to exit from the persistence state when the antibiotic treatment is removed. These conceptual advances raise the possibility that successful targeting of m1 G37-tRNA methylation can provide new approaches for treating acute and chronic infections caused by Gram-negative bacteria. This article is categorized under: Translation > Translation Regulation RNA Processing > RNA Editing and Modification RNA Structure and Dynamics > Influence of RNA Structure in Biological Systems.
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Affiliation(s)
- Ya-Ming Hou
- Department of Biochemistry and Molecular Biology, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Isao Masuda
- Department of Biochemistry and Molecular Biology, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Leonard J Foster
- Department of Biochemistry & Molecular Biology, and Michael Smith Laboratories, University of British Columbia, Vancouver, Canada
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22
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Kalkreuter E, Pan G, Cepeda AJ, Shen B. Targeting Bacterial Genomes for Natural Product Discovery. Trends Pharmacol Sci 2019; 41:13-26. [PMID: 31822352 DOI: 10.1016/j.tips.2019.11.002] [Citation(s) in RCA: 60] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2019] [Revised: 11/05/2019] [Accepted: 11/07/2019] [Indexed: 11/19/2022]
Abstract
Bacterial natural products (NPs) and their analogs constitute more than half of the new small molecule drugs developed over the past few decades. Despite this success, interest in natural products from major pharmaceutical companies has decreased even as genomics has uncovered the large number of biosynthetic gene clusters (BGCs) that encode for novel natural products. To date, there is still a lack of universal strategies and enabling technologies to discover natural products at scale and speed. This review highlights several of the opportunities provided by genome sequencing and bioinformatics, challenges associated with translating genomes into natural products, and examples of successful strain prioritization and BGC activation strategies that have been used in the genomic era for natural product discovery from cultivatable bacteria.
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Affiliation(s)
- Edward Kalkreuter
- Department of Chemistry, The Scripps Research Institute, Jupiter, FL 33458, USA
| | - Guohui Pan
- Department of Chemistry, The Scripps Research Institute, Jupiter, FL 33458, USA
| | - Alexis J Cepeda
- Department of Chemistry, The Scripps Research Institute, Jupiter, FL 33458, USA
| | - Ben Shen
- Department of Chemistry, The Scripps Research Institute, Jupiter, FL 33458, USA; Department of Molecular Medicine, The Scripps Research Institute, Jupiter, FL 33458, USA; Natural Products Library Initiative at The Scripps Research Institute, The Scripps Research Institute, Jupiter, FL 33458, USA.
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23
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Nair SK, Jez JM. Natural product biosynthesis: What's next? An introduction to the JBC Reviews Thematic Series. J Biol Chem 2019; 295:335-336. [PMID: 31806701 DOI: 10.1074/jbc.rev119.011586] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
The diversity of natural products not only fascinates us intellectually, but also provides an armamentarium against the microbes that threaten our health. The increased prevalence of pathogens that are resistant to one or more classes of available medicines continues to be a growing global threat. As drug-resistant pathogens erode the effectiveness of the current reserve of antibiotics and antifungals, methodological advances open additional avenues for discovery of new classes of drugs, as well as novel derivatives of existing (and proven) classes of compounds. In this Thematic Review Series, we aim to provide a snapshot of the current state of the art in natural product discovery. The reviews in this series encapsulate convergent approaches toward the identification of different classes of primary and specialized metabolites, including nonribosomal peptides, polyketides, and ribosomally synthesized and post-translationally modified peptides, from all kingdoms of life. Traction in unraveling new and diverse classes of molecules has come largely from the academic sector, which ensures availability of methods and data sets. Such knowledge is needed to thwart serious threats to human health and calls to mind the proverb praemonitus praemunitus (forewarned is forearmed).
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Affiliation(s)
- Satish K Nair
- Department of Biochemistry, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801; Center for Biophysics and Computational Biology, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801.
| | - Joseph M Jez
- Department of Biology, Washington University, St. Louis, Missouri 63130.
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