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Sigman and AbbVie advance B.H. amination by analyzing bulky ligands

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Citation: Ickes, A. R.; Liles, J. P.; Borlinghaus, N.; Henle, J.; Swiatowiec, R.; Kaushik, N. P.; Braje, W. M.; Harper, K. C.; Shekhar, S.; Sigman, M. S.   Leveraging Data Science to Elucidate Ligand Features for Pd-Catalyzed Enantioretentive  N -Arylations of cyclic a-Substituted Amines in Aqueous Media.  J. Am. Chem. Soc.  ASAP. https://pubs.acs.org/doi/10.1021/jacs.5c07224 Summary Figure:   Background: To my best approximation, Buchwald-Hartwig aminations (or N-Arylation with Ar-X like Ullmann couplings) make up about 6% of all reactions medicinal chemists run (see  The Medicinal Chemist’s Toolbox: An Analysis of Reactions Used in the Pursuit of Drug Candidates | Journal of Medicinal Chemistry ). That's an enormous percentage, given that the only more common classes are condensation, alkylation, and other Pd-catalyzed cross-coupling reactions are more common:   From Cooper, T. W. J.; Campbell, I. B.; Macdonald, S. J. F.,  Angew. Chem. Int. Ed....