AI Article Synopsis

  • Portable NIR spectrometers are gaining popularity in Process Analytical Technology for their flexibility, but performance may not match that of larger benchtop devices.
  • The study assessed the MicroNIR's ability to predict content uniformity in pharmaceutical powder blends with multiple active ingredients and excipients, using various spectral data acquisition methods.
  • Results showed accurate predictions for mixing processes with dynamic acquisition, albeit with lower performance than benchtop systems; issues with homogeneity arose for low dose components due to inadequate mixing techniques.

Article Abstract

(1) Background: Portable NIR spectrometers gain more and more ground in the field of Process Analytical Technology due to the easy on-site flexibility and interfacing versatility. These advantages that originate from the instrument miniaturization, also come with a downside with respect to performance compared to benchtop devices. The objective of this work was to evaluate the performance of MicroNIR in a pharmaceutical powder blend application, having three active ingredients and 5 excipients. (2) Methods: Spectral data was recorded in reflectance mode using static and dynamic acquisition, on calibration set samples developed using an experimental design. (3) Results: The developed method accurately predicted the content uniformity of these complex mixtures, moreover it was validated in the entire calibration range using ±10% acceptance limits. With respect to at-line prediction, the method presented lower performance compared to a previously studied benchtop spectrometer. Regarding the in-line monitoring of the blending process, it was shown that the spectral variability-induced by dynamic acquisition could be efficiently managed using spectral pre-processing. (4) Conclusions: The in-line process monitoring resulted in accurate concentration profiles, highlighting differences in the mixing behaviour of the investigated ingredients. For the low dose component homogeneity was not reached due to an inefficient dispersive mixing.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7924328PMC
http://dx.doi.org/10.3390/molecules26041129DOI Listing

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