Literature DB >> 32302465

A Fragment Library of Natural Products and its Comparative Chemoinformatic Characterization.

Ana L Chávez-Hernández1, Norberto Sánchez-Cruz1, José L Medina-Franco1.   

Abstract

We report a comprehensive fragment library with 205,903 fragments derived from the recently published Collection of Open Natural Products (COCONUT) data set with more than 400,000 non-redundant natural products. The natural products-based fragment library was compared with other two fragment libraries herein generated from ChEMBL (biologically relevant compounds) and Enamine-REAL (a large on-demand collection of synthetic compounds), both used as reference data sets with relevance in drug discovery. It was found that there is a large diversity of unique fragments derived from natural products and that the entire structures and fragments derived from natural products are more diverse and structurally complex than the two reference compound collections. During this work we introduced a novel visual representation of the chemical space based on the recently published concept of statistical-based database fingerprint. The compounds and fragments libraries from natural products generated and analyzed in this work are freely available.
© 2020 Wiley-VCH Verlag GmbH & Co. KGaA, Weinheim.

Entities:  

Keywords:  ChEMBL; drug discovery; fingerprint; fragment; natural product

Mesh:

Substances:

Year:  2020        PMID: 32302465     DOI: 10.1002/minf.202000050

Source DB:  PubMed          Journal:  Mol Inform        ISSN: 1868-1743            Impact factor:   3.353


  8 in total

1.  Latin American databases of natural products: biodiversity and drug discovery against SARS-CoV-2.

Authors:  Marvin J Núñez; Bárbara I Díaz-Eufracio; José L Medina-Franco; Dionisio A Olmedo
Journal:  RSC Adv       Date:  2021-05-04       Impact factor: 4.036

2.  Computational Analysis of Chemical Space of Natural Compounds Interacting with Sulfotransferases.

Authors:  Iglika Lessigiarska; Yunhui Peng; Ivanka Tsakovska; Petko Alov; Nathalie Lagarde; Dessislava Jereva; Bruno O Villoutreix; Arnaud B Nicot; Ilza Pajeva; Tania Pencheva; Maria A Miteva
Journal:  Molecules       Date:  2021-10-21       Impact factor: 4.411

Review 3.  Natural product drug discovery in the artificial intelligence era.

Authors:  F I Saldívar-González; V D Aldas-Bulos; J L Medina-Franco; F Plisson
Journal:  Chem Sci       Date:  2021-12-13       Impact factor: 9.825

Review 4.  Cheminformatics to Characterize Pharmacologically Active Natural Products.

Authors:  José L Medina-Franco; Fernanda I Saldívar-González
Journal:  Biomolecules       Date:  2020-11-17

5.  Fragment Library of Natural Products and Compound Databases for Drug Discovery.

Authors:  Ana L Chávez-Hernández; Norberto Sánchez-Cruz; José L Medina-Franco
Journal:  Biomolecules       Date:  2020-11-06

Review 6.  Lessons from Exploring Chemical Space and Chemical Diversity of Propolis Components.

Authors:  Trong D Tran; Steven M Ogbourne; Peter R Brooks; Norberto Sánchez-Cruz; José L Medina-Franco; Ronald J Quinn
Journal:  Int J Mol Sci       Date:  2020-07-15       Impact factor: 5.923

7.  Towards the De Novo Design of HIV-1 Protease Inhibitors Based on Natural Products.

Authors:  Ana L Chávez-Hernández; K Eurídice Juárez-Mercado; Fernanda I Saldívar-González; José L Medina-Franco
Journal:  Biomolecules       Date:  2021-12-01

8.  Identifying Human PTP1B Enzyme Inhibitors from Marine Natural Products: Perspectives for Developing of Novel Insulin-Mimetic Drugs.

Authors:  Marcello Casertano; Massimo Genovese; Lucia Piazza; Francesco Balestri; Antonella Del Corso; Alessio Vito; Paolo Paoli; Alice Santi; Concetta Imperatore; Marialuisa Menna
Journal:  Pharmaceuticals (Basel)       Date:  2022-03-08
  8 in total

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