scholarly journals Discovery of the leinamycin family of natural products by mining actinobacterial genomes

2017 ◽  
Vol 114 (52) ◽  
pp. E11131-E11140 ◽  
Author(s):  
Guohui Pan ◽  
Zhengren Xu ◽  
Zhikai Guo ◽  
Hindra ◽  
Ming Ma ◽  
...  
Keyword(s):  
Natural Products ◽  
Natural Product ◽  
Structural Diversity ◽  
Building Blocks ◽  
Combinatorial Biosynthesis ◽  
Pathway Engineering ◽  
Natural Product Discovery ◽  
Knowledge Based ◽  
Metabolic Pathway Engineering ◽  
Strain Collection

Nature’s ability to generate diverse natural products from simple building blocks has inspired combinatorial biosynthesis. The knowledge-based approach to combinatorial biosynthesis has allowed the production of designer analogs by rational metabolic pathway engineering. While successful, structural alterations are limited, with designer analogs often produced in compromised titers. The discovery-based approach to combinatorial biosynthesis complements the knowledge-based approach by exploring the vast combinatorial biosynthesis repertoire found in Nature. Here we showcase the discovery-based approach to combinatorial biosynthesis by targeting the domain of unknown function and cysteine lyase domain (DUF–SH) didomain, specific for sulfur incorporation from the leinamycin (LNM) biosynthetic machinery, to discover the LNM family of natural products. By mining bacterial genomes from public databases and the actinomycetes strain collection at The Scripps Research Institute, we discovered 49 potential producers that could be grouped into 18 distinct clades based on phylogenetic analysis of the DUF–SH didomains. Further analysis of the representative genomes from each of the clades identified 28 lnm-type gene clusters. Structural diversities encoded by the LNM-type biosynthetic machineries were predicted based on bioinformatics and confirmed by in vitro characterization of selected adenylation proteins and isolation and structural elucidation of the guangnanmycins and weishanmycins. These findings demonstrate the power of the discovery-based approach to combinatorial biosynthesis for natural product discovery and structural diversity and highlight Nature’s rich biosynthetic repertoire. Comparative analysis of the LNM-type biosynthetic machineries provides outstanding opportunities to dissect Nature’s biosynthetic strategies and apply these findings to combinatorial biosynthesis for natural product discovery and structural diversity.

scholarly journals Coupling Mass Spectral and Genomic Information to Improve Bacterial Natural Product Discovery Workflows

Marine Drugs ◽  
2021 ◽  
Vol 19 (3) ◽  
pp. 142 ◽  
Author(s):  
Max Crüsemann
Keyword(s):  
Mass Spectrometry ◽  
Natural Products ◽  
Natural Product ◽  
Large Scale ◽  
Genome Mining ◽  
Structural Diversity ◽  
Gene Clusters ◽  
Genomic Information ◽  
Mass Spectral ◽  
Natural Product Discovery

Bacterial natural products possess potent bioactivities and high structural diversity and are typically encoded in biosynthetic gene clusters. Traditional natural product discovery approaches rely on UV- and bioassay-guided fractionation and are limited in terms of dereplication. Recent advances in mass spectrometry, sequencing and bioinformatics have led to large-scale accumulation of genomic and mass spectral data that is increasingly used for signature-based or correlation-based mass spectrometry genome mining approaches that enable rapid linking of metabolomic and genomic information to accelerate and rationalize natural product discovery. In this mini-review, these approaches are presented, and discovery examples provided. Finally, future opportunities and challenges for paired omics-based natural products discovery workflows are discussed.

scholarly journals Applying a Chemogeographic Strategy for Natural Product Discovery from the Marine Cyanobacterium Moorena bouillonii

Marine Drugs ◽  
2020 ◽  
Vol 18 (10) ◽  
pp. 515
Author(s):  
Christopher A. Leber ◽  
C. Benjamin Naman ◽  
Lena Keller ◽  
Jehad Almaliti ◽  
Eduardo J. E. Caro-Diaz ◽  
...  
Keyword(s):  
Natural Products ◽  
Natural Product ◽  
Feature Detection ◽  
Polyketide Synthase ◽  
Biologically Active ◽  
Combinatorial Biosynthesis ◽  
Marine Cyanobacterium ◽  
Natural Product Discovery ◽  
Fragmentation Patterns

The tropical marine cyanobacterium Moorena bouillonii occupies a large geographic range across the Indian and Western Tropical Pacific Oceans and is a prolific producer of structurally unique and biologically active natural products. An ensemble of computational approaches, including the creation of the ORCA (Objective Relational Comparative Analysis) pipeline for flexible MS1 feature detection and multivariate analyses, were used to analyze various M. bouillonii samples. The observed chemogeographic patterns suggested the production of regionally specific natural products by M. bouillonii. Analyzing the drivers of these chemogeographic patterns allowed for the identification, targeted isolation, and structure elucidation of a regionally specific natural product, doscadenamide A (1). Analyses of MS2 fragmentation patterns further revealed this natural product to be part of an extensive family of herein annotated, proposed natural structural analogs (doscadenamides B–J, 2–10); the ensemble of structures reflect a combinatorial biosynthesis using nonribosomal peptide synthetase (NRPS) and polyketide synthase (PKS) components. Compound 1 displayed synergistic in vitro cancer cell cytotoxicity when administered with lipopolysaccharide (LPS). These discoveries illustrate the utility in leveraging chemogeographic patterns for prioritizing natural product discovery efforts.

scholarly journals Accessing Nature’s diversity through metabolic engineering and synthetic biology

F1000Research ◽  
2016 ◽  
Vol 5 ◽  
pp. 397 ◽  
Author(s):  
Jason R. King ◽  
Steven Edgar ◽  
Kangjian Qiao ◽  
Gregory Stephanopoulos
Keyword(s):  
Natural Products ◽  
Metabolic Engineering ◽  
Synthetic Biology ◽  
Natural Product ◽  
Chemical Space ◽  
Single Step ◽  
Enzyme Engineering ◽  
Biologically Active ◽  
Combinatorial Biosynthesis ◽  
Pathway Engineering

In this perspective, we highlight recent examples and trends in metabolic engineering and synthetic biology that demonstrate the synthetic potential of enzyme and pathway engineering for natural product discovery. In doing so, we introduce natural paradigms of secondary metabolism whereby simple carbon substrates are combined into complex molecules through “scaffold diversification”, and subsequent “derivatization” of these scaffolds is used to synthesize distinct complex natural products. We provide examples in which modern pathway engineering efforts including combinatorial biosynthesis and biological retrosynthesis can be coupled to directed enzyme evolution and rational enzyme engineering to allow access to the “privileged” chemical space of natural products in industry-proven microbes. Finally, we forecast the potential to produce natural product-like discovery platforms in biological systems that are amenable to single-step discovery, validation, and synthesis for streamlined discovery and production of biologically active agents.

scholarly journals The Tripod for Bacterial Natural Product Discovery: Genome Mining, Silent Pathway Induction, and Mass Spectrometry-Based Molecular Networking

mSystems ◽  
2018 ◽  
Vol 3 (2) ◽  
Author(s):  
Daniela B. B. Trivella ◽  
Rafael de Felicio
Keyword(s):  
Mass Spectrometry ◽  
Natural Products ◽  
Natural Product ◽  
Biosynthetic Pathway ◽  
Genome Mining ◽  
Chemical Compounds ◽  
Gene Clusters ◽  
Tandem Mass ◽  
Molecular Networking ◽  
Natural Product Discovery

ABSTRACT Natural products are the richest source of chemical compounds for drug discovery. Particularly, bacterial secondary metabolites are in the spotlight due to advances in genome sequencing and mining, as well as for the potential of biosynthetic pathway manipulation to awake silent (cryptic) gene clusters under laboratory cultivation. Further progress in compound detection, such as the development of the tandem mass spectrometry (MS/MS) molecular networking approach, has contributed to the discovery of novel bacterial natural products. The latter can be applied directly to bacterial crude extracts for identifying and dereplicating known compounds, therefore assisting the prioritization of extracts containing novel natural products, for example. In our opinion, these three approaches—genome mining, silent pathway induction, and MS-based molecular networking—compose the tripod for modern bacterial natural product discovery and will be discussed in this perspective.

scholarly journals Catalytic Asymmetric Intramolecular Darzens Reaction of 2-Halomalonate Derivatives

2019 ◽  
Vol 14 (10) ◽  
pp. 1934578X1988440
Author(s):  
Kenichi Kobayashi ◽  
Kosaku Tanaka ◽  
Momoko Suzuki ◽  
Hiroshi Kogen
Keyword(s):  
Natural Products ◽  
Natural Product ◽  
Phase Transfer ◽  
Building Blocks ◽  
Natural Product Synthesis ◽  
Darzens Reaction ◽  
Phase Transfer Catalysts ◽  
Catalytic Asymmetric

A catalytic asymmetric intramolecular Darzens reaction of 2-halomalonate derivatives was developed for the enantioselective preparation of chiral building blocks for epoxide-containing natural products. Among the screened catalysts, some phase-transfer catalysts gave the desired epoxide in moderate enantioselectivity, albeit in low yield. The epoxide product would be useful as versatile chiral building blocks for natural product synthesis.

scholarly journals Leveraging a large microbial strain collection for natural product discovery

2019 ◽  
Vol 294 (45) ◽  
pp. 16567-16576 ◽  
Author(s):  
Andrew D. Steele ◽  
Christiana N. Teijaro ◽  
Dong Yang ◽  
Ben Shen
Keyword(s):  
Natural Product ◽  
Natural Product Discovery ◽  
Strain Collection ◽  
Microbial Strain

Applied evolution: phylogeny-based approaches in natural products research

2019 ◽  
Vol 36 (9) ◽  
pp. 1295-1312 ◽  
Author(s):  
Martina Adamek ◽  
Mohammad Alanjary ◽  
Nadine Ziemert
Keyword(s):  
Natural Products ◽  
Natural Product ◽  
Structure Elucidation ◽  
Phylogenetic Analyses ◽  
Natural Product Discovery

Here we highlight how phylogenetic analyses can be used to facilitate natural product discovery and structure elucidation.

scholarly journals The Combination of Tradition and Future: Data-Driven Natural-Product-Based Treatments for Parkinson’s Disease

2021 ◽  
Vol 2021 ◽  
pp. 1-8
Author(s):  
Zhijun Miao ◽  
Jinwei Bai ◽  
Li Shen ◽  
Rajeev K. Singla
Keyword(s):  
Parkinson’S Disease ◽  
Parkinson's Disease ◽  
Natural Products ◽  
Natural Product ◽  
Neurodegenerative Disorder ◽  
Data Driven ◽  
Natural Product Discovery ◽  
Challenges And Opportunities ◽  
Future Data ◽  
Personalized Diagnosis

Parkinson’s disease (PD) is a neurodegenerative disorder in elderly people. The personalized diagnosis and treatment remain challenges all over the world. In recent years, natural products are becoming potential therapies for many complex diseases due to their stability and low drug resistance. With the development of informatics technologies, data-driven natural product discovery and healthcare is becoming reality. For PD, however, the relevant research and tools for natural products are quite limited. Here in this review, we summarize current available databases, tools, and models for general natural product discovery and synthesis. These useful resources could be used and integrated for future PD-specific natural product investigations. At the same time, the challenges and opportunities for future natural-product-based PD care will also be discussed.

scholarly journals Multiplexed screening of thousands of natural products for protein-ligand binding in native mass spectrometry

2021 ◽  
Author(s):  
Giang Nguyen ◽  
Jack Bennett ◽  
Sherrie Liu ◽  
Sarah Hancock ◽  
Daniel Winter ◽  
...  
Keyword(s):  
Mass Spectrometry ◽  
Natural Products ◽  
Drug Discovery ◽  
Small Molecules ◽  
Natural Product ◽  
Drug Targets ◽  
Structural Diversity ◽  
Native Mass Spectrometry ◽  
Protein Targets ◽  
Rapid Measurement

The structural diversity of natural products offers unique opportunities for drug discovery, but challenges associated with their isolation and screening can hinder the identification of drug-like molecules from complex natural product extracts. Here we introduce a mass spectrometry-based approach that integrates untargeted metabolomics with multistage, high-resolution native mass spectrometry to rapidly identify natural products that bind to therapeutically relevant protein targets. By directly screening crude natural product extracts containing thousands of drug-like small molecules using a single, rapid measurement, novel natural product ligands of human drug targets could be identified without fractionation. This method should significantly increase the efficiency of target-based natural product drug discovery workflows.

scholarly journals Development of an agar-plug cultivation system for bioactivity assays of actinomycete strain collections

PLoS ONE ◽  
2021 ◽  
Vol 16 (11) ◽  
pp. e0258934
Author(s):  
Nico Ortlieb ◽  
Elke Klenk ◽  
Andreas Kulik ◽  
Timo Horst Johannes Niedermeyer
Keyword(s):  
Natural Products ◽  
Natural Product ◽  
Microtiter Plate ◽  
Growth Media ◽  
Natural Product Research ◽  
Solid Media ◽  
Agar Plug ◽  
Strain Collection ◽  
Actinomycete Strain ◽  
Initial Medium

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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