Literature DB >> 28461474

Retrospective analysis of natural products provides insights for future discovery trends.

Cameron R Pye1, Matthew J Bertin2,3, R Scott Lokey1, William H Gerwick4,3, Roger G Linington5.   

Abstract

Understanding of the capacity of the natural world to produce secondary metabolites is important to a broad range of fields, including drug discovery, ecology, biosynthesis, and chemical biology, among others. Both the absolute number and the rate of discovery of natural products have increased significantly in recent years. However, there is a perception and concern that the fundamental novelty of these discoveries is decreasing relative to previously known natural products. This study presents a quantitative examination of the field from the perspective of both number of compounds and compound novelty using a dataset of all published microbial and marine-derived natural products. This analysis aimed to explore a number of key questions, such as how the rate of discovery of new natural products has changed over the past decades, how the average natural product structural novelty has changed as a function of time, whether exploring novel taxonomic space affords an advantage in terms of novel compound discovery, and whether it is possible to estimate how close we are to having described all of the chemical space covered by natural products. Our analyses demonstrate that most natural products being published today bear structural similarity to previously published compounds, and that the range of scaffolds readily accessible from nature is limited. However, the analysis also shows that the field continues to discover appreciable numbers of natural products with no structural precedent. Together, these results suggest that the development of innovative discovery methods will continue to yield compounds with unique structural and biological properties.

Keywords:  chemical diversity; chemoinformatics; drug discovery; natural products; structural similarity

Mesh:

Substances:

Year:  2017        PMID: 28461474      PMCID: PMC5465889          DOI: 10.1073/pnas.1614680114

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   11.205


  42 in total

1.  Historical variation of structural novelty in a natural product library.

Authors:  De-Xin Kong; Ming-Yue Guo; Zhi-Hong Xiao; Ling-Ling Chen; Hong-Yu Zhang
Journal:  Chem Biodivers       Date:  2011-11       Impact factor: 2.408

2.  Isolation and structural elucidation of new cyclotetrapeptides, trapoxins A and B, having detransformation activities as antitumor agents.

Authors:  H Itazaki; K Nagashima; K Sugita; H Yoshida; Y Kawamura; Y Yasuda; K Matsumoto; K Ishii; N Uotani; H Nakai
Journal:  J Antibiot (Tokyo)       Date:  1990-12       Impact factor: 2.649

3.  Integration of high-content screening and untargeted metabolomics for comprehensive functional annotation of natural product libraries.

Authors:  Kenji L Kurita; Emerson Glassey; Roger G Linington
Journal:  Proc Natl Acad Sci U S A       Date:  2015-09-14       Impact factor: 11.205

Review 4.  The evolving role of natural products in drug discovery.

Authors:  Frank E Koehn; Guy T Carter
Journal:  Nat Rev Drug Discov       Date:  2005-03       Impact factor: 84.694

5.  Novel chemical space exploration via natural products.

Authors:  Josefin Rosén; Johan Gottfries; Sorel Muresan; Anders Backlund; Tudor I Oprea
Journal:  J Med Chem       Date:  2009-04-09       Impact factor: 7.446

6.  Bathymodiolamides A and B, ceramide derivatives from a deep-sea hydrothermal vent invertebrate mussel, Bathymodiolus thermophilus.

Authors:  Eric H Andrianasolo; Liti Haramaty; Kerry L McPhail; Eileen White; Costantino Vetriani; Paul Falkowski; Richard Lutz
Journal:  J Nat Prod       Date:  2011-01-11       Impact factor: 4.050

7.  Apicidin: a novel antiprotozoal agent that inhibits parasite histone deacetylase.

Authors:  S J Darkin-Rattray; A M Gurnett; R W Myers; P M Dulski; T M Crumley; J J Allocco; C Cannova; P T Meinke; S L Colletti; M A Bednarek; S B Singh; M A Goetz; A W Dombrowski; J D Polishook; D M Schmatz
Journal:  Proc Natl Acad Sci U S A       Date:  1996-11-12       Impact factor: 11.205

Review 8.  Microbial genome mining for accelerated natural products discovery: is a renaissance in the making?

Authors:  Brian O Bachmann; Steven G Van Lanen; Richard H Baltz
Journal:  J Ind Microbiol Biotechnol       Date:  2013-12-17       Impact factor: 3.346

9.  Genomic and metabolomic insights into the natural product biosynthetic diversity of a feral-hog-associated Brevibacillus laterosporus strain.

Authors:  Christine M Theodore; Blake W Stamps; Jarrod B King; Lauren S L Price; Douglas R Powell; Bradley S Stevenson; Robert H Cichewicz
Journal:  PLoS One       Date:  2014-03-03       Impact factor: 3.240

10.  Discovery of cahuitamycins as biofilm inhibitors derived from a convergent biosynthetic pathway.

Authors:  Sung Ryeol Park; Ashootosh Tripathi; Jianfeng Wu; Pamela J Schultz; Isaiah Yim; Thomas J McQuade; Fengan Yu; Carl-Johan Arevang; Abraham Y Mensah; Giselle Tamayo-Castillo; Chuanwu Xi; David H Sherman
Journal:  Nat Commun       Date:  2016-02-16       Impact factor: 14.919

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  105 in total

1.  Synthesis of deoxyelephantopin analogues.

Authors:  Roman Lagoutte; Christelle Serba; Nicolas Winssinger
Journal:  J Antibiot (Tokyo)       Date:  2017-11-01       Impact factor: 2.649

2.  CyanoGate: A Modular Cloning Suite for Engineering Cyanobacteria Based on the Plant MoClo Syntax.

Authors:  Ravendran Vasudevan; Grant A R Gale; Alejandra A Schiavon; Anton Puzorjov; John Malin; Michael D Gillespie; Konstantinos Vavitsas; Valentin Zulkower; Baojun Wang; Christopher J Howe; David J Lea-Smith; Alistair J McCormick
Journal:  Plant Physiol       Date:  2019-02-28       Impact factor: 8.340

Review 3.  Advances in exploring the therapeutic potential of marine natural products.

Authors:  Xiao Liang; Danmeng Luo; Hendrik Luesch
Journal:  Pharmacol Res       Date:  2019-07-25       Impact factor: 7.658

Review 4.  Deep learning approaches for natural product discovery from plant endophytic microbiomes.

Authors:  Shiva Abdollahi Aghdam; Amanda May Vivian Brown
Journal:  Environ Microbiome       Date:  2021-03-18

5.  Statistical reanalysis of natural products reveals increasing chemical diversity.

Authors:  Michael A Skinnider; Nathan A Magarvey
Journal:  Proc Natl Acad Sci U S A       Date:  2017-07-14       Impact factor: 11.205

6.  Reply to Skinnider and Magarvey: Rates of novel natural product discovery remain high.

Authors:  Cameron R Pye; Matthew J Bertin; R Scott Lokey; William H Gerwick; Roger G Linington
Journal:  Proc Natl Acad Sci U S A       Date:  2017-07-14       Impact factor: 11.205

7.  The natural productome.

Authors:  Andrea M E Palazzolo; Claire L W Simons; Martin D Burke
Journal:  Proc Natl Acad Sci U S A       Date:  2017-05-22       Impact factor: 11.205

Review 8.  Discovery, properties, and biosynthesis of pseudouridimycin, an antibacterial nucleoside-analog inhibitor of bacterial RNA polymerase.

Authors:  Sonia I Maffioli; Margherita Sosio; Richard H Ebright; Stefano Donadio
Journal:  J Ind Microbiol Biotechnol       Date:  2018-11-21       Impact factor: 3.346

Review 9.  Current status and contemporary approaches to the discovery of antitumor agents from higher plants.

Authors:  Garima Agarwal; Peter J Blanco Carcache; Ermias Mekuria Addo; A Douglas Kinghorn
Journal:  Biotechnol Adv       Date:  2019-01-08       Impact factor: 14.227

10.  A Promiscuous Cytochrome P450 Hydroxylates Aliphatic and Aromatic C-H Bonds of Aromatic 2,5-Diketopiperazines.

Authors:  Guangde Jiang; Yi Zhang; Magan M Powell; Sarah M Hylton; Nicholas W Hiller; Rosemary Loria; Yousong Ding
Journal:  Chembiochem       Date:  2019-03-27       Impact factor: 3.164

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