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Mapping the dark space of chemical reactions with extended nanomole synthesis and MALDI-TOF MS.

Shishi LinSergei DiklerWilliam D BlincoeRonald D FergusonRobert P SheridanZhengwei PengDonald V ConwayKerstin ZawatzkyHeather WangTim CernakIan W DaviesDaniel A DiRoccoHuaming ShengChristopher J WelchSpencer D Dreher
Published in: Science (New York, N.Y.) (2018)
Understanding the practical limitations of chemical reactions is critically important for efficiently planning the synthesis of compounds in pharmaceutical, agrochemical, and specialty chemical research and development. However, literature reports of the scope of new reactions are often cursory and biased toward successful results, severely limiting the ability to predict reaction outcomes for untested substrates. We herein illustrate strategies for carrying out large-scale surveys of chemical reactivity by using a material-sparing nanomole-scale automated synthesis platform with greatly expanded synthetic scope combined with ultrahigh-throughput matrix-assisted laser desorption/ionization-time-of-flight mass spectrometry (MALDI-TOF MS).
Keyphrases
  • mass spectrometry
  • high throughput
  • systematic review
  • high resolution
  • emergency department
  • deep learning
  • metabolic syndrome
  • skeletal muscle
  • high density
  • adverse drug
  • electronic health record