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Towards systematic exploration of chemical space: building the fragment library module in molecular property diagnostic suite.

Anamika Singh GaurLijo JohnNandan KumarM Ram VivekSelvaraman NagamaniHridoy Jyoti MahantaGarikapati N Sastry
Published in: Molecular diversity (2022)
A fragment-based drug discovery (FBDD) approach has traditionally been of utmost significance in drug design studies. It allows the exploration of large chemical space to find novel scaffolds and chemotypes which can be improved into selective inhibitors with good affinity. In the current work, several public domain chemical libraries (ChEMBL, DrugCentral, PDB ligands, COCONUT, and SAVI) comprising bioactive and virtual molecules were retrieved to develop a fragment library. A systematic fragmentation method that breaks a given molecule into rings, linkers, and substituents was used to cleave the molecules and the fragments were analyzed. Further, only the ring framework was taken into the consideration to develop a fragment library that consists of a total number of 107,614 unique fragments. This set represents a rich diverse structure framework that covers a wide variety of yet-to-be-explored fragments for a wide range of small molecule-based applications. This fragment library is an integral part of the molecular property diagnostic suite (MPDS) suite that can be used with other modeling and informatics methods for FBDD approaches. The fragment library module of MPDS can be accessed at http://mpds.neist.res.in:8085 .
Keyphrases
  • small molecule
  • drug discovery
  • healthcare
  • mental health
  • mass spectrometry
  • big data
  • electronic health record
  • artificial intelligence