Rapid Discrimination of Polymorphic Crystal Forms by Nonlinear Optical Stokes Ellipsometric Microscopy.
The use of nonlinear optical Stokes ellipsometric (NOSE) microscopy for rapid discrimination of two polymorphic forms of the small molecule d-mannitol is presented. Fast (8 MHz) polarization modulated beam-scanning microscopy and a recently developed iterative, nonlinear least-squares fitting algorithm were combined to allow discrimination of orthorhombic and monoclinic crystal structures of d-mannitol with data acquisition times of <7 s per field of view with a signal-to-noise ratio (SNR) of ∼300. Discrimination between polymorphic forms within the 99.99% confidence interval was achieved by standard statistical tests of the recovered probability density functions for the measured observables following two class linear discriminant analysis. These measurements target bottlenecks in small-volume, high-throughput solid form screening experiments for polymorph discovery in the development of emerging active pharmaceutical ingredients.
Department of Chemistry, Purdue University , West Lafayette, Indiana 47907, United States.
Paul D
PD
Schmitt
Department of Chemistry, Purdue University , West Lafayette, Indiana 47907, United States.
Emma L
EL
DeWalt
Department of Chemistry, Purdue University , West Lafayette, Indiana 47907, United States.
Ximeng Y
XY
Dow
Department of Chemistry, Purdue University , West Lafayette, Indiana 47907, United States.
Garth J
GJ
Simpson
D000465:Algorithms; D003460:Crystallization; D016018:Least-Squares Analysis; D008353:Mannitol / Q000032:analysis*; D008859:Microscopy, Polarization; D011108:Polymers / Q000737:chemistry*; D012984:Software
D011108:Polymers; D008353:Mannitol