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Questions on Shaping Screening Files

This page contains information and questions from the Shaping a Screening File session and the responses provided.


 

Information on Shaping Screening Files

Plate-based diversity subset

  • Ordering of a subset of compounds on a plate in order of physical properties
  • Rule of 40
  • All criteria are multiples of 40
  • 200+ compounds on a plate
  • Binned compounds on each plate
BCUTS - cell based description of chemical space
  • Plate-based properties vs individual compound basis
Order plates in each subset to have maximal coverage of chemical space
  • Aim for double coverage
  • Computational problem for calculating this! Many permutations!
  • Take top plates; best plates move to the top of the pile
  • 17 iterations gave optimal order

Introduce molecular redundancy

  • Relationship between molecular fingerprint to known active and chance of finding biological activity
  • Belief Theory - work out molecules ended to find one active
  • Defined ‘sure’ as 95% certainty of activity
  • Probability of getting an active

 

Did you return to missed sample plates and find out why they were missed?

  • No not done

  • It was a very large screening file

  • It is an interesting question, but not a question needed to be solved at the time

How many compounds do you need to screen?

  • Validated structure and knowing it is important

  • Knowing how much compound in a well is essential to calculate IC50 values

Have you done the PBDS in practice?

  • Yes, became a major part of Pfizer’s work and economic considerations