Vibrational Spectroscopy for Pharmaceutical Analysis Part X Diffuse

Vibrational Spectroscopy for Pharmaceutical Analysis Part X. Diffuse Reflectance and Transmittance NIR Rodolfo J. Romañach, Ph. D. ENGINEERING RESEARCH CENTER FOR STRUCTURED ORGANIC PARTICULATE SYSTEMS RUTGERS UNIVERSITY PURDUE UNIVERSITY NEW JERSEY INSTITUTE OF TECHNOLOGY UNIVERSITY OF PUERTO RICO AT MAYAGÜEZ 10/11/2005

High scattering High Reflectance Shorter pathlength Smaller particle sizes Low Scattering Low Reflectance Larger pathlength Larger particle sizes Prepared by Martha Barajas Meneses, MS 2006. 2

Scattering § When a molecule is exposed to the oscillating electromagnetic field of a light wave, it is polarized at the frequency of the incident light. The oscillating electric charges in the molecule cause the radiation of light in other directions. Scattering (Alberty, Farrington, Daniels, Physical Chemistry, Fifth Edition). § The changes in direction are a result of reflection, refraction, and random diffraction at the surfaces of various particles. The combination of these effects is called light scattering. (M. C. Pasikatan, et. al. , J. Near Infrared Spectroscopy, 2001, 9, 153 – 164). 3

Scattering § Light propagates by scattering. §As light propagates, both scattering and absorption occur, and the intensity of the radiation is reduced. § The radiation that comes back to the entry surface is called diffuse reflectance. 4

Diffuse Reflectance (DRIFTS) - Reflectance is termed diffuse where the angle of reflected light is independent of the incident angle Spectra Affected by: § Particle size of sample. § Packing density of sample, and pressure on sample. § Refractive index of sample. § Crystalline form of sample. § Absorption coefficients of sample. § Characteristics of the sample’s surface. J. M. Chalmers and G. Dent, “Industrial Analysis with Vibrational Spectroscopy”, Royal Society of Chemistry, 1997, pages 153 -162. 5

Diffuse Reflectance Fiber Optic Probe Source Detector By Raúl E. Gómez Perez, MS, 2000 6

Near Infrared Spectrometer By Nelson N. Hernandez, MS, 2001 7

Powder and Solids Probe – Courtesy Bruker Optics Diffuse Reflection Probe Schematic IR Source IR Energy Sample Delivery Fiber Bundle Powder & Solids Probe with liquid attachment Collection Fiber Bundle Reflected IR Energy Detector Extra-long immersion depth: 12” 8

Transflection I 0 Source Detector Itrans Analyte mirror Fiber probe for solids with liquid attachment Courtesy Bruker Optics 9

Transflectance using gold plate reflector. M. Blanco, M. A. Romero, “Near infrared transflectance spectroscopy Determination of dexketoprofen in a hydrogel”, Journal of Pharmaceutical and Biomedical Analysis, 30 (2002) 467– 472. 10

Diffuse Reflectance Integrating Sphere Sample Source Detector By Raúl E. Gómez Pérez, MS, 2000 11

Lab scale and pilot plant equipment are used for process understanding during development, and are also available at manufacturing site to continue process understanding. CDI Lab Scale NIRS system, www. controldevelopment. com 12

30 cubic feet V-blender Courtesy of Mova Pharmaceuticals. 13

Ivelisse Suárez, B. S. Chemistry, Inter American University, San Germán, December 2004, Expected Graduation: May 2007. 14

Optic Fiber Probe Powdered Lactose Mort er Bulbs Focused Radiation spot Lab scale hopper and connecting tube. 15

Multiplicative Effect in Diffuse Reflectance § According to the Kubelka Munck theory light scattering is multiplicative. § This means that if the spectrum is first properly transformed to the KM scale, a difference in scatter between two “equal” samples can be compensated by multiplying the measurement at each wavelength of one of the samples by the same constant. A similar multiplicative effect has been seen in A = log (1/R) spectra. Naes, Isaksson, Fearn, and Davis, Multivariate Calibration and N Classification, page 106, NIR Publications, 2002. 16

Additive Scatter Component § The KM theory assumes that all or a constant part of the reflected light is detected. § However, it is likely that the diffuse reflectance accessory is constructed so that only a fraction (1/c) of the reflected light is detected for a particular sample. § I detected = 1/c x Ireflected § Adetected = - log (Rdetected) = - log (Idetected/I 0) = log c + log (I 0/Ireflected) = c’ + A If c’ = log (c) is sample dependent, this will cause an additive baseline difference between the samples, i. e. an additive effect in the absorbance values. Naes, Isaksson, Fearn, and Davis, Multivariate Calibration and Classification, page 106 - 107, NIR Publications, 2002. 17

Lactose Retained by No. 60 Mesh Sieve (>250 μm) SEM obtained in Dr. Miguel Castro’s lab, by Lewis Gomez and Alex Rodriguez Cassiani. 18

Lactose Retained by Sieve No. 120 (> 125 μM) SEM obtained in Dr. Miguel Castro’s lab (UPR-Mayaguez), by Lewis Gomez and Alex Rodriguez Cassiani. – www. uprm. edu/wquim 19

Ibuprofen Crystals Retained by No. 60 Mesh Sieve (>250 μm) SEM obtained in Dr. Miguel Castro’s lab (UPR-Mayaguez), by Lewis Gomez and Alex Rodriguez Cassiani. 20

Particle Size of Pharmaceutical Powders P. Frake, et. al. , “Near-infrared mass median particle size determination of lactose monohydrate, evaluating several chemometric approaches”, Analyst, 1998, 123, 2043– 2046. 21

M. J. Barajas, A. Rodriguez Cassiani, W. Vargas, C. Conde, J. Ropero, J. Figueroa, and R. J. Romañach, “A Near Infrared Spectroscopic Method for Real Time Monitoring of Pharmaceutical Powders during Voiding”, Applied Spectroscopy, 2007, 61(5), 490 – 496. 22

Transmittance Spectra § Advantage is that the radiation comes into contact with a greater portion of the sample. § Sometimes called diffuse transmittance. § Could be pathlength limited. 23

Diffuse Transmittance IR Beam Detector Position Prepared by: Tablet Sample María A. Santos R. J. Romañach and M. A. Santos, “Content Uniformity Testing with Near Infrared Spectroscopy”, American Pharmaceutical Review, 2003, 6(2), 62 – 67. 24

Determination of Drug Content in Tablets A Tablet is a Sample of a Blend 25

Diffuse Reflectance (DRIFTS) – Reflectance is termed diffuse where the angle of reflected light is independent of the incident angle Spectra Affected by: § Particle size of sample. § Packing density of sample, and pressure on sample. § Refractive index of sample. § Crystalline form of sample. § Absorption coefficients of sample. § Characteristics of the sample’s surface. J. M. Chalmers and G. Dent, “Industrial Analysis with Vibrational Spectroscopy”, Royal Society of Chemistry, 1997, pages 153 -162. 26

Spectroscopy of the Solid State § Spectroscopy - Interaction between radiation and matter. § NIR – offers possibility of study of interaction of solids with radiation since sample preparation is not required. 27

Recommended Reading Naes, Isaksson, Fearn, and Davis, Multivariate Calibration and Classification, Chapter 10 “Scatter Correction of Spectroscopic Data”, NIR Publications, 2002. 28