A Fragment Library of Natural Products and its Comparative Chemoinformatic Characterization

被引:24
作者
Chavez-Hernandez, Ana L. [1 ]
Sanchez-Cruz, Norberto [1 ]
Medina-Franco, Jose L. [1 ]
机构
[1] Univ Nacl Autonoma Mexico, Dept Pharm, Sch Chem, Mexico City 04510, DF, Mexico
关键词
ChEMBL; drug discovery; fingerprint; fragment; natural product; DRUG;
D O I
10.1002/minf.202000050
中图分类号
R914 [药物化学];
学科分类号
100701 ;
摘要
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.
引用
收藏
页数:9
相关论文
共 20 条
[1]   A constant time algorithm for estimating the diversity of large chemical libraries [J].
Agrafiotis, DK .
JOURNAL OF CHEMICAL INFORMATION AND COMPUTER SCIENCES, 2001, 41 (01) :159-167
[2]   The properties of known drugs .1. Molecular frameworks [J].
Bemis, GW ;
Murcko, MA .
JOURNAL OF MEDICINAL CHEMISTRY, 1996, 39 (15) :2887-2893
[3]   Design, Synthesis, and Phenotypic Profiling of Pyrano-Furo-Pyridone Pseudo Natural Products [J].
Christoforow, Andreas ;
Wilke, Julian ;
Binici, Aylin ;
Pahl, Axel ;
Ostermann, Claude ;
Sievers, Sonja ;
Waldmann, Herbert .
ANGEWANDTE CHEMIE-INTERNATIONAL EDITION, 2019, 58 (41) :14715-14723
[4]   ChEMBL web services: streamlining access to drug discovery data and utilities [J].
Davies, Mark ;
Nowotka, Michal ;
Papadatos, George ;
Dedman, Nathan ;
Gaulton, Anna ;
Atkinson, Francis ;
Bellis, Louisa ;
Overington, John P. .
NUCLEIC ACIDS RESEARCH, 2015, 43 (W1) :W612-W620
[5]   Reoptimization of MDL keys for use in drug discovery [J].
Durant, JL ;
Leland, BA ;
Henry, DR ;
Nourse, JG .
JOURNAL OF CHEMICAL INFORMATION AND COMPUTER SCIENCES, 2002, 42 (06) :1273-1280
[6]   A Systematic Cheminformatics Analysis of Functional Groups Occurring in Natural Products [J].
Ertl, Peter ;
Schuhmann, Tim .
JOURNAL OF NATURAL PRODUCTS, 2019, 82 (05) :1258-1263
[7]   Property distributions: Differences between drugs, natural products, and molecules from combinatorial chemistry [J].
Feher, M ;
Schmidt, JM .
JOURNAL OF CHEMICAL INFORMATION AND COMPUTER SCIENCES, 2003, 43 (01) :218-227
[8]   Design Principles for Fragment Libraries: Maximizing the Value of Learnings from Pharma Fragment-Based Drug Discovery (FBDD) Programs for Use in Academia [J].
Keseru, Gyoergy M. ;
Erlanson, Daniel A. ;
Ferenczy, Gyoergy G. ;
Hann, Michael M. ;
Murray, Christopher W. ;
Pickett, Stephen D. .
JOURNAL OF MEDICINAL CHEMISTRY, 2016, 59 (18) :8189-8206
[9]   New aspects of natural products in drug discovery [J].
Lam, Kin S. .
TRENDS IN MICROBIOLOGY, 2007, 15 (06) :279-289
[10]   RECAP - Retrosynthetic combinatorial analysis procedure: A powerful new technique for identifying privileged molecular fragments with useful applications in combinatorial chemistry [J].
Lewell, XQ ;
Judd, DB ;
Watson, SP ;
Hann, MM .
JOURNAL OF CHEMICAL INFORMATION AND COMPUTER SCIENCES, 1998, 38 (03) :511-522