Journal of Pharmaceutical and Biomedical Analysis 57 (2012) 115–119
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Journal of Pharmaceutical and Biomedical Analysis
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Short communication
Dissolution testing of isoniazid, rifampicin, pyrazinamide and ethambutol tablets
using near-infrared spectroscopy (NIRS) and multivariate calibration
Ana Carolina de Oliveira Neves
a
, Gustavo Mesquita Soares
a
, Stéphanie Cavalcante de Morais
a
,
Fernanda Saadna Lopes da Costa
a
, Dayanne Lopes Porto
b
, Kássio Michell Gomes de Lima
a,∗
a
Institute of Chemistry, Grupo de Pesquisa em Quimiometria Aplicada UFRN, Natal 59072-970, Brazil
b
Center for Food and Drug Research, UFRN, Natal 59072-970, Brazil
a r t i c l e i n f o
Article history:
Received 2 March 2011
Received in revised form 16 August 2011
Accepted 17 August 2011
Available online 24 August 2011
Keywords:
NIR diffuse reflectance
Dissolution testing
Tuberculosis tablets
PLS
a b s t r a c t
This work utilized the near-infrared spectroscopy (NIRS) and multivariate calibration to measure the
percentage drug dissolution of four active pharmaceutical ingredients (APIs) (isoniazid, rifampicin, pyraz-
inamide and ethambutol) in finished pharmaceutical products produced in the Federal University of Rio
Grande do Norte (Brazil). The conventional analytical method employed in quality control tests of the dis-
solution by the pharmaceutical industry is high-performance liquid chromatography (HPLC). The NIRS
is a reliable method that offers important advantages for the large-scale production of tablets and for
non-destructive analysis. NIR spectra of 38 samples (in triplicate) were measured using a Bomen FT-NIR
160 MB in the range 1100–2500 nm. Each spectrum was the average of 50 scans obtained in the diffuse
reflectance mode. The dissolution test, which was initially carried out in 900 mL of 0.1 N hydrochloric acid
at 37 ± 0.5
◦
C, was used to determine the percentage a drug that dissolved from each tablet measured at
the same time interval (45 min) at pH 6.8. The measurement of the four API was performed by HPLC (Shi-
madzu, Japan) in the gradiente mode. The influence of various spectral pretreatments (Savitzky-Golay
smoothing, Multiplicative Scatter Correction (MSC), and Savitzky-Golay derivatives) and multivariate
analysis using the partial least squares (PLS) regression algorithm was calculated by the Unscrambler
9.8 (Camo) software. The correlation coefficient (R
2
) for the HPLC determination versus predicted val-
ues (NIRS) ranged from 0.88 to 0.98. The root-mean-square error of prediction (RMSEP) obtained from
PLS models were 9.99%, 8.63%, 8.57% and 9.97% for isoniazid, rifampicin, ethambutol and pyrazinamide,
respectively, indicating that the NIR method is an effective and non-destructive tool for measurement of
drug dissolution from tablets.
Crown Copyright © 2011 Published by Elsevier B.V. All rights reserved.
1. Introduction
Tuberculosis is a major global health problem because it is easily
spread, primarily through the air. Although the disease can strike
any organ of the body, the bacillus reproduces and grows quickly
in areas with high concentrations of oxygen, which explains the
more frequent attacks to the lungs. In 1944, the investigator Selman
Waksman discovered streptomycin, the first effective antibiotic
action against tuberculosis. Since then, several other drugs have
been quite successfully used in the treatment of the disease, includ-
ing isoniazid (1952), rifampicin (1965), pyrazinamide (synthesized
in 1936, but used only since 1970) and ethambutol (1960), which
are shown in Fig. 1 [1].
One methods used to evaluate drug delivery is the study of the
dissolution testing, because the dissolution of the active ingredient
∗
Corresponding author. Tel.: +55 84 3215 3828; fax: +55 83 3211 9224.
E-mail address: kassio@ufrnet.br (K.M.G. de Lima).
in solid dosage forms is considered a key variable in the pro-
cess of absorption in the gastrointestinal tract [2]. Dissolution is a
dynamic process, strongly dependent on both the medium compo-
sition and hydrodynamics. Because the environment of the luminal
gastrointestinal tract varies considerably, it is necessary to measure
different variables to arrive at a complete picture of the behavior
of the drug from its active versions.
The procedures for the dissolution test vary according to the
number of active ingredients in the formulations. The official meth-
ods United States Pharmacopeia (USP) for rifampicin, isoniazid and
rifampicin capsule, where the dissolution medium was 0.1 mol L
-1
HCl. Procedures for three-drug fixed dose combinations (FDC)
became official in USP 24 Supplement 2, whereas four drug (FDC)
became official in USP 26 (2003) [3].
Different studies, such as dissolution tests, make use of the
technique of high-performance liquid chromatography (HPLC) for
quantification of drugs, as regulated by the United States Phar-
macopeia (USP). Currently, the use of HPLC methods in studies of
dissolution has been increasing because the in vitro dissolution of
0731-7085/$ – see front matter. Crown Copyright © 2011 Published by Elsevier B.V. All rights reserved.
doi:10.1016/j.jpba.2011.08.029