Middle-East Journal of Scientific Research 7 (5): 726-732, 2011
ISSN 1990-9233
© IDOSI Publications, 2011
Corresponding Author: Abdul Rohman, Department of Pharmaceutical Chemistry, Gadjah Mada University,
Yogyakarta, 55281 Indonesia, Tel: +603-89430405, E-mail: abdulkimfar@gmail.com.
726
Analysis of Lard in Cream Cosmetics Formulations
Using FT-IR Spectroscopy and Chemometrics
Abdul Rohman and Yaakob B. Che Man
1,2 3
Department of Pharmaceutical Chemistry, Gadjah Mada University, Yogyakarta, 55281 Indonesia
1
Halal Research Group, Integrated Research and Testing Laboratory,
2
Gadjah Mada University, Yogyakarta, 55281 Indonesia
Halal Products Research Institute, Universiti Putra Malaysia,
3
43400 UPM, Serdang, Selangor, Malaysia
Abstract: Typically, cream preparation is composed from complex mixtures; therefore its analysis is rather
difficult. The presence of lard (LD) in any personal care products is prohibited to be used by the Followers of
Islam. In this study, Fourier transform infrared (FT-IR) spectroscopy combined with partial least square (PLS)
and discriminant analysis (DA) was developed for the quantification and classification of LD in cream
formulations. PLS and DA were performed at two frequency regions of 3,020 – 2,995 and 1,200 – 1,000 cmG.
1
The PLS calibration model obtained for the relationship between actual (x-axis) and FT-IR predicted (y-axis)
values of LD was y = 0.997x + 0.065, with coefficient of determination (R ) and root mean square error of
2
calibration (RMSEC) of 0.997 and 0.808% (v/v), respectively. In addition, DA can successfully classify creams
containing LD in its formulation using 9 principal components. FT-IR can be used as a potential analytical
technique to quantify and to classify LD in cream preparations with total analysis time at about 3 min/one
sample measurement.
Key words: Lard %FT-IR spectroscopy %Cream cosmetics %Partial least square %Discriminant analysis
INTRODUCTION reliable results is highly required. One of the developed
Today, the use of cream cosmetics products has spectroscopy.
increased tremendously [1]. Human exposure to In the analytical field, FT-IR spectroscopy
cosmetics formulations and their ingredients occurs provides a highly effective choice. It is fast and non-
primarily via the topical route such as cream and lotion [2]. destructive technique, sensitive and free or simple in
Several considerations are necessary regarding the sample preparation and can be considered as green
suitability and safety of cosmetics, because cosmetics analytical technique due to the little use of chemical
preparations are used nearly constantly and in direct reagents and solvents in its operational [6]. Due to its
contact with the skin [3]. simplicity in sample handle technique, an accessory
Lard (LD) obtained from the rendering process of horizontal attenuated total reflectance (HATR) is
of fatty porcine tissue is commonly used as used for analysis of fats and oils [7]. Previous
viscosity-increasing agents in several cosmetic research has shown the potential of FT-IR
products. Food and Drug Administration (FDA) has listed spectroscopy as a method for analysis of LD, mainly in
LD as one of the generally recognized safe substances [4]. food systems such as in cake and chocolate products
However, cosmetics products containing LD are [8,9] or LD in the mixture with other fats and oils [10].
prohibited to be used for the followers of some religions, Guillen and Cabo [11] as well as Che Man et al. [12] used
like Islam [5]. For the restriction for exposure to LD, the FT-IR spectroscopy to characterize lard and other edible
development of analytical method offering fast and fats and oils.
methods is Fourier transform infrared (FT-IR)