Cargando…
Application of Networking Approaches to Assess the Chemical Diversity, Biogeography, and Pharmaceutical Potential of Verongiida Natural Products
This study provides a review of all isolated natural products (NPs) reported for sponges within the order Verongiida (1960 to May 2020) and includes a comprehensive compilation of their geographic and physico-chemical parameters. Physico-chemical parameters were used in this study to infer pharmacok...
Autores principales: | , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8539549/ https://www.ncbi.nlm.nih.gov/pubmed/34677481 http://dx.doi.org/10.3390/md19100582 |
_version_ | 1784588773874466816 |
---|---|
author | Lever, James Brkljača, Robert Rix, Colin Urban, Sylvia |
author_facet | Lever, James Brkljača, Robert Rix, Colin Urban, Sylvia |
author_sort | Lever, James |
collection | PubMed |
description | This study provides a review of all isolated natural products (NPs) reported for sponges within the order Verongiida (1960 to May 2020) and includes a comprehensive compilation of their geographic and physico-chemical parameters. Physico-chemical parameters were used in this study to infer pharmacokinetic properties as well as the potential pharmaceutical potential of NPs from this order of marine sponge. In addition, a network analysis for the NPs produced by the Verongiida sponges was applied to systematically explore the chemical space relationships between taxonomy, secondary metabolite and drug score variables, allowing for the identification of differences and correlations within a dataset. The use of scaffold networks as well as bipartite relationship networks provided a platform to explore chemical diversity as well as the use of chemical similarity networks to link pharmacokinetic properties with structural similarity. This study paves the way for future applications of network analysis procedures in the field of natural products for any order or family. |
format | Online Article Text |
id | pubmed-8539549 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-85395492021-10-24 Application of Networking Approaches to Assess the Chemical Diversity, Biogeography, and Pharmaceutical Potential of Verongiida Natural Products Lever, James Brkljača, Robert Rix, Colin Urban, Sylvia Mar Drugs Article This study provides a review of all isolated natural products (NPs) reported for sponges within the order Verongiida (1960 to May 2020) and includes a comprehensive compilation of their geographic and physico-chemical parameters. Physico-chemical parameters were used in this study to infer pharmacokinetic properties as well as the potential pharmaceutical potential of NPs from this order of marine sponge. In addition, a network analysis for the NPs produced by the Verongiida sponges was applied to systematically explore the chemical space relationships between taxonomy, secondary metabolite and drug score variables, allowing for the identification of differences and correlations within a dataset. The use of scaffold networks as well as bipartite relationship networks provided a platform to explore chemical diversity as well as the use of chemical similarity networks to link pharmacokinetic properties with structural similarity. This study paves the way for future applications of network analysis procedures in the field of natural products for any order or family. MDPI 2021-10-18 /pmc/articles/PMC8539549/ /pubmed/34677481 http://dx.doi.org/10.3390/md19100582 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Lever, James Brkljača, Robert Rix, Colin Urban, Sylvia Application of Networking Approaches to Assess the Chemical Diversity, Biogeography, and Pharmaceutical Potential of Verongiida Natural Products |
title | Application of Networking Approaches to Assess the Chemical Diversity, Biogeography, and Pharmaceutical Potential of Verongiida Natural Products |
title_full | Application of Networking Approaches to Assess the Chemical Diversity, Biogeography, and Pharmaceutical Potential of Verongiida Natural Products |
title_fullStr | Application of Networking Approaches to Assess the Chemical Diversity, Biogeography, and Pharmaceutical Potential of Verongiida Natural Products |
title_full_unstemmed | Application of Networking Approaches to Assess the Chemical Diversity, Biogeography, and Pharmaceutical Potential of Verongiida Natural Products |
title_short | Application of Networking Approaches to Assess the Chemical Diversity, Biogeography, and Pharmaceutical Potential of Verongiida Natural Products |
title_sort | application of networking approaches to assess the chemical diversity, biogeography, and pharmaceutical potential of verongiida natural products |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8539549/ https://www.ncbi.nlm.nih.gov/pubmed/34677481 http://dx.doi.org/10.3390/md19100582 |
work_keys_str_mv | AT leverjames applicationofnetworkingapproachestoassessthechemicaldiversitybiogeographyandpharmaceuticalpotentialofverongiidanaturalproducts AT brkljacarobert applicationofnetworkingapproachestoassessthechemicaldiversitybiogeographyandpharmaceuticalpotentialofverongiidanaturalproducts AT rixcolin applicationofnetworkingapproachestoassessthechemicaldiversitybiogeographyandpharmaceuticalpotentialofverongiidanaturalproducts AT urbansylvia applicationofnetworkingapproachestoassessthechemicaldiversitybiogeographyandpharmaceuticalpotentialofverongiidanaturalproducts |