scholarly journals Exploring novel secondary metabolites from natural products using pre-processed mass spectral data

2019 ◽  
Vol 9 (1) ◽  
Author(s):  
Hyun Woo Kim ◽  
Seong Yeon Choi ◽  
Hyeon Seok Jang ◽  
Byeol Ryu ◽  
Sang Hyun Sung ◽  
...  
Keyword(s):  
Natural Products ◽  
Secondary Metabolites ◽  
Natural Product ◽  
Spectral Data ◽  
Structural Diversity ◽  
Natural Material ◽  
Natural Sources ◽  
Mass Spectral ◽  
Aerial Parts ◽  
Similar Chemical

AbstractMany natural product chemists are working to identify a wide variety of novel secondary metabolites from natural materials and are eager to avoid repeatedly discovering known compounds. Here, we developed liquid chromatography/mass spectrometry (LC/MS) data-processing protocols for assessing high-throughput spectral data from natural sources and scoring the novelty of unknown metabolites from natural products. This approach automatically produces representative MS spectra (RMSs) corresponding to single secondary metabolites in natural sources. In this study, we used the RMSs of Agrimonia pilosa roots and aerial parts as models to reveal the structural similarities of their secondary metabolites and identify novel compounds, as well as isolation of three types of nine new compounds including three pilosanidin- and four pilosanol-type molecules and two 3-hydroxy-3-methylglutaryl (HMG)-conjugated chromones. Furthermore, we devised a new scoring system, the Fresh Compound Index (FCI), which grades the novelty of single secondary metabolites from a natural material using an in-house database constructed from 466 representative medicinal plants from East Asian countries. We expect that the FCIs of RMSs in a sample will help natural product chemists to discover other compounds of interest with similar chemical scaffolds or novel compounds and will provide insights relevant to the structural diversity and novelty of secondary metabolites in natural products.

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 Meroterpenoids: A Comprehensive Update Insight on Structural Diversity and Biology

Biomolecules ◽  
2021 ◽  
Vol 11 (7) ◽  
pp. 957
Author(s):  
Mamona Nazir ◽  
Muhammad Saleem ◽  
Muhammad Imran Tousif ◽  
Muhammad Aijaz Anwar ◽  
Frank Surup ◽  
...  
Keyword(s):  
Amino Acids ◽  
Secondary Metabolites ◽  
Biological Effects ◽  
Structural Diversity ◽  
Chemical Diversity ◽  
Biosynthetic Pathways ◽  
Natural Sources ◽  
Hybrid Compounds ◽  
Anti Inflammatory

Meroterpenoids are secondary metabolites formed due to mixed biosynthetic pathways which are produced in part from a terpenoid co-substrate. These mixed biosynthetically hybrid compounds are widely produced by bacteria, algae, plants, and animals. Notably amazing chemical diversity is generated among meroterpenoids via a combination of terpenoid scaffolds with polyketides, alkaloids, phenols, and amino acids. This review deals with the isolation, chemical diversity, and biological effects of 452 new meroterpenoids reported from natural sources from January 2016 to December 2020. Most of the meroterpenoids possess antimicrobial, cytotoxic, antioxidant, anti-inflammatory, antiviral, enzyme inhibitory, and immunosupressive effects.

scholarly journals Chemical Elicitors Induce Rare Bioactive Secondary Metabolites in Deep-Sea Bacteria under Laboratory Conditions

Metabolites ◽  
2021 ◽  
Vol 11 (2) ◽  
pp. 107
Author(s):  
Rafael de Felício ◽  
Patricia Ballone ◽  
Cristina Freitas Bazzano ◽  
Luiz F. G. Alves ◽  
Renata Sigrist ◽  
...  
Keyword(s):  
Natural Products ◽  
Secondary Metabolites ◽  
Natural Product ◽  
Deep Sea ◽  
Chemical Space ◽  
Bacterial Genome ◽  
Vast Number ◽  
Bacterial Metabolites ◽  
Laboratory Conditions ◽  
Deep Sea Bacteria

Bacterial genome sequencing has revealed a vast number of novel biosynthetic gene clusters (BGC) with potential to produce bioactive natural products. However, the biosynthesis of secondary metabolites by bacteria is often silenced under laboratory conditions, limiting the controlled expression of natural products. Here we describe an integrated methodology for the construction and screening of an elicited and pre-fractionated library of marine bacteria. In this pilot study, chemical elicitors were evaluated to mimic the natural environment and to induce the expression of cryptic BGCs in deep-sea bacteria. By integrating high-resolution untargeted metabolomics with cheminformatics analyses, it was possible to visualize, mine, identify and map the chemical and biological space of the elicited bacterial metabolites. The results show that elicited bacterial metabolites correspond to ~45% of the compounds produced under laboratory conditions. In addition, the elicited chemical space is novel (~70% of the elicited compounds) or concentrated in the chemical space of drugs. Fractionation of the crude extracts further evidenced minor compounds (~90% of the collection) and the detection of biological activity. This pilot work pinpoints strategies for constructing and evaluating chemically diverse bacterial natural product libraries towards the identification of novel bacterial metabolites in natural product-based drug discovery pipelines.

scholarly journals Crocus sativus L. Extract and Its Constituents: Chemistry, Pharmacology and Therapeutic Potential

Molecules ◽  
2021 ◽  
Vol 26 (14) ◽  
pp. 4226
Author(s):  
Nikolaos Pitsikas ◽  
Konstantinos Dimas
Keyword(s):  
Natural Products ◽  
Secondary Metabolites ◽  
Organic Compounds ◽  
Therapeutic Potential ◽  
Crocus Sativus ◽  
Natural Sources ◽  
Crocus Sativus L

Natural products or organic compounds isolated from natural sources as primary or secondary metabolites have inspired numerous drugs [...]

scholarly journals MeFSAT: a curated natural product database specific to secondary metabolites of medicinal fungi

RSC Advances ◽  
2021 ◽  
Vol 11 (5) ◽  
pp. 2596-2607
Author(s):  
R. P. Vivek-Ananth ◽  
Ajaya Kumar Sahoo ◽  
Kavyaa Kumaravel ◽  
Karthikeyan Mohanraj ◽  
Areejit Samal
Keyword(s):  
Natural Products ◽  
Secondary Metabolites ◽  
Natural Product ◽  
Chemical Space ◽  
Therapeutic Uses ◽  
Medicinal Fungi ◽  
Fungal Natural Products

First dedicated manually curated resource on secondary metabolites and therapeutic uses of medicinal fungi. Cheminformatics based analysis of the chemical space of fungal natural products.

scholarly journals Modern Approaches in the Discovery and Development of Plant-Based Natural Products and Their Analogues as Potential Therapeutic Agents

Molecules ◽  
2022 ◽  
Vol 27 (2) ◽  
pp. 349
Author(s):  
Asim Najmi ◽  
Sadique A. Javed ◽  
Mohammed Al Bratty ◽  
Hassan A. Alhazmi
Keyword(s):  
Natural Products ◽  
Drug Discovery ◽  
Natural Product ◽  
Therapeutic Agents ◽  
Throughput Capacity ◽  
Scientific Interest ◽  
Comprehensive Overview ◽  
Natural Sources ◽  
Discovery Research ◽  
Drug Discovery Research

Natural products represents an important source of new lead compounds in drug discovery research. Several drugs currently used as therapeutic agents have been developed from natural sources; plant sources are specifically important. In the past few decades, pharmaceutical companies demonstrated insignificant attention towards natural product drug discovery, mainly due to its intrinsic complexity. Recently, technological advancements greatly helped to address the challenges and resulted in the revived scientific interest in drug discovery from natural sources. This review provides a comprehensive overview of various approaches used in the selection, authentication, extraction/isolation, biological screening, and analogue development through the application of modern drug-development principles of plant-based natural products. Main focus is given to the bioactivity-guided fractionation approach along with associated challenges and major advancements. A brief outline of historical development in natural product drug discovery and a snapshot of the prominent natural drugs developed in the last few decades are also presented. The researcher’s opinions indicated that an integrated interdisciplinary approach utilizing technological advances is necessary for the successful development of natural products. These involve the application of efficient selection method, well-designed extraction/isolation procedure, advanced structure elucidation techniques, and bioassays with a high-throughput capacity to establish druggability and patentability of phyto-compounds. A number of modern approaches including molecular modeling, virtual screening, natural product library, and database mining are being used for improving natural product drug discovery research. Renewed scientific interest and recent research trends in natural product drug discovery clearly indicated that natural products will play important role in the future development of new therapeutic drugs and it is also anticipated that efficient application of new approaches will further improve the drug discovery campaign.

scholarly journals Biological and Chemical Diversity of Marine Sponge-Derived Microorganisms over the Last Two Decades from 1998 to 2017

Molecules ◽  
2020 ◽  
Vol 25 (4) ◽  
pp. 853 ◽  
Author(s):  
Mei-Mei Cheng ◽  
Xu-Li Tang ◽  
Yan-Ting Sun ◽  
Dong-Yang Song ◽  
Yu-Jing Cheng ◽  
...  
Keyword(s):  
Natural Products ◽  
Secondary Metabolites ◽  
Natural Product ◽  
Marine Sponge ◽  
Marine Sponges ◽  
Chemical Diversity ◽  
Comprehensive Overview ◽  
Bioactive Secondary Metabolites ◽  
The Relationship ◽  
Product Chemistry

Marine sponges are well known as rich sources of biologically natural products. Growing evidence indicates that sponges harbor a wealth of microorganisms in their bodies, which are likely to be the true producers of bioactive secondary metabolites. In order to promote the study of natural product chemistry and explore the relationship between microorganisms and their sponge hosts, in this review, we give a comprehensive overview of the structures, sources, and activities of the 774 new marine natural products from sponge-derived microorganisms described over the last two decades from 1998 to 2017.

Bioprospecting microbial metagenome for natural products

Biologia ◽  
2013 ◽  
Vol 68 (6) ◽  
Author(s):  
Jana Nováková ◽  
Marián Farkašovský
Keyword(s):  
Natural Products ◽  
Drug Discovery ◽  
Secondary Metabolites ◽  
Functional Diversity ◽  
Genetic Information ◽  
Microbial World ◽  
Future Directions ◽  
Natural Sources ◽  
Bioactive Natural Products ◽  
Uncultured Bacteria

AbstractMining of natural sources for new secondary metabolites has a successful history, which is reflected by the fact that over 50% of all drugs, currently on the market, are derived from natural products. Bacteria are one of the most important sources of bioactive natural products destined for drug discovery. However, less than 1% of the microorganisms observed in different habitats have been cultivated and characterized. To explore the genomic and functional diversity of the vast majority of the microbial world, novel methods were introduced, which are based on analysis of a DNA isolated from environmental communities. Metagenomics represents a strategy offering access to the genetic information present in uncultured bacteria by screening of libraries constructed from DNA isolated from different habitats. Functional- and sequence-driven screens are the major approaches employed to mine metagenomic libraries. This review aims to highlight discoveries in this area and discusses the possible future directions of the field.

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 Investigation of Chemical Profiles of Different Parts of Morus alba Using a Combination of Molecular Networking Methods with Mass Spectral Data from Two Ionization Modes of LC/MS

Plants ◽  
2021 ◽  
Vol 10 (8) ◽  
pp. 1711
Author(s):  
Seong Yeon Choi ◽  
Jinyoung Park ◽  
Juyeol Kim ◽  
Jiho Lee ◽  
Heejung Yang
Keyword(s):  
Secondary Metabolites ◽  
Physicochemical Properties ◽  
Spectral Data ◽  
Morus Alba ◽  
Single Plant ◽  
Mass Spectral Data ◽  
Molecular Networking ◽  
Mass Spectral ◽  
Chemical Profiles ◽  
Different Parts

Plants produce numerous secondary metabolites with diverse physicochemical properties. Because different parts of a single plant produce various components, several spectroscopic methods are necessary to inspect their chemical profiles. Mass spectral data are recognized as one of the most useful tools for analyzing components with a wide range of polarities. However, interpreting mass spectral data generated from positive and negative ionization modes is a challenging task because of the diverse chemical profiles of secondary metabolites. Herein, we combine and analyze mass spectral data generated in two ionization modes to detect as many metabolites as possible using the molecular networking approach. We selected different parts of a single plant, Morus alba (Moraceae), which are used in the functional food and medicinal herb industries. The mass spectral data generated from two ionization modes were combined and analyzed using various molecular networking workflows. We confirmed that our approach could be applied to simultaneously analyze the different types of secondary metabolites with different physicochemical properties.

Sign in / Sign up

Export Citation Format

Share Document