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Compound Library Design, Diversity & Enrichment Training | Screening Sets & Coverage Views

NTHRYS >> Services >> Academic Services >> Training Programs >> Bioinformatics Training >> Cheminformatics, ADMET & Computational Toxicology >> Compound Library Design, Diversity & Enrichment Training | Screening Sets & Coverage Views

Compound Library Design, Diversity & Enrichment — Hands-on

Learn how to organise and review compound libraries from a cheminformatics perspective. You will explore diversity and chemical space concepts at a high level, use simple selection and enrichment ideas, and prepare concise views that support screening ready and focused library decisions without giving any synthesis or procurement guidance.

Compound Library Design, Diversity & Enrichment
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Session 1
Fee: Rs 8800
Library Concepts & Strategy Overview
  • Types of libraries and high level strategy
  • screening, focused and follow up sets broad vs targeted coverage ideas series and scaffold based views
  • Basic inputs for library design discussions
  • structures and key properties simple annotation fields assay and project context snapshots
  • High level objectives for library design work
  • coverage of ideas and chemotypes reasonable property profiles clear and concise summaries
Session 2
Fee: Rs 11800
Chemical Space & Diversity Views
  • Simple representations of library chemical space
  • property distributions conceptually scatterplots and map style views regions of interest and gaps
  • Diversity and similarity thinking at series level
  • fingerprint based similarity ideas clusters and neighbourhoods overview simple measures of spread and overlap
  • Scaffolds, subseries and coverage views (conceptual)
  • core and decoration based grouping representation of subseries coverage of chemotype families
Session 3
Fee: Rs 14800
Selection, Enrichment & Prioritisation
  • Concepts for selecting subsets from a library
  • balanced subsets vs minimal sets property and scaffold filters (idea) subsets for pilots and screens
  • Enrichment views for targets or themes (high level)
  • annotated subsets and tags simple hit rate style summaries heatmap and table style reports
  • Library triage and prioritisation narratives (non prescriptive)
  • ranking subsets with clear caveats highlighting strengths and gaps suggesting follow up review points
Session 4
Fee: Rs 18800
Mini Capstone: Library Design & Enrichment Brief
  • Prepare a small virtual compound library overview
  • Theory + Practical
  • Create diversity and chemical space views for the set
  • property and similarity plots simple scaffold and subset maps coverage and gap highlights
  • Deliverables: library design and enrichment summary pack
  • overview table of compounds 2–3 key plots or grids PDF/HTML narrative brief


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