volume 408 issue 6 pages 1643-1656

Testing of complementarity of PDA and MS detectors using chromatographic fingerprinting of genuine and counterfeit samples containing sildenafil citrate

Deborah Custers 1, 2
Barbara Krakowska 3
Jacques O. De Beer 1
Patricia Courselle 1
Michal Daszykowski 3
Sandra Apers 2
Eric Deconinck 1
Publication typeJournal Article
Publication date2016-01-11
scimago Q2
wos Q1
SJR0.716
CiteScore7.9
Impact factor3.8
ISSN16182642, 16182650
Biochemistry
Analytical Chemistry
Abstract
Counterfeit medicines are a global threat to public health. High amounts enter the European market, which is why characterization of these products is a very important issue. In this study, a high-performance liquid chromatography–photodiode array (HPLC-PDA) and high-performance liquid chromatography–mass spectrometry (HPLC-MS) method were developed for the analysis of genuine Viagra®, generic products of Viagra®, and counterfeit samples in order to obtain different types of fingerprints. These data were included in the chemometric data analysis, aiming to test whether PDA and MS are complementary detection techniques. The MS data comprise both MS1 and MS2 fingerprints; the PDA data consist of fingerprints measured at three different wavelengths, i.e., 254, 270, and 290 nm, and all possible combinations of these wavelengths. First, it was verified if both groups of fingerprints can discriminate between genuine, generic, and counterfeit medicines separately; next, it was studied if the obtained results could be ameliorated by combining both fingerprint types. This data analysis showed that MS1 does not provide suitable classification models since several genuines and generics are classified as counterfeits and vice versa. However, when analyzing the MS1_MS2 data in combination with partial least squares-discriminant analysis (PLS-DA), a perfect discrimination was obtained. When only using data measured at 254 nm, good classification models can be obtained by k nearest neighbors (kNN) and soft independent modelling of class analogy (SIMCA), which might be interesting for the characterization of counterfeit drugs in developing countries. However, in general, the combination of PDA and MS data (254 nm_MS1) is preferred due to less classification errors between the genuines/generics and counterfeits compared to PDA and MS data separately.
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Custers D. et al. Testing of complementarity of PDA and MS detectors using chromatographic fingerprinting of genuine and counterfeit samples containing sildenafil citrate // Analytical and Bioanalytical Chemistry. 2016. Vol. 408. No. 6. pp. 1643-1656.
GOST all authors (up to 50) Copy
Custers D., Krakowska B., De Beer J. O., Courselle P., Daszykowski M., Apers S., Deconinck E. Testing of complementarity of PDA and MS detectors using chromatographic fingerprinting of genuine and counterfeit samples containing sildenafil citrate // Analytical and Bioanalytical Chemistry. 2016. Vol. 408. No. 6. pp. 1643-1656.
RIS |
Cite this
RIS Copy
TY - JOUR
DO - 10.1007/s00216-015-9275-0
UR - https://doi.org/10.1007/s00216-015-9275-0
TI - Testing of complementarity of PDA and MS detectors using chromatographic fingerprinting of genuine and counterfeit samples containing sildenafil citrate
T2 - Analytical and Bioanalytical Chemistry
AU - Custers, Deborah
AU - Krakowska, Barbara
AU - De Beer, Jacques O.
AU - Courselle, Patricia
AU - Daszykowski, Michal
AU - Apers, Sandra
AU - Deconinck, Eric
PY - 2016
DA - 2016/01/11
PB - Springer Nature
SP - 1643-1656
IS - 6
VL - 408
PMID - 26753972
SN - 1618-2642
SN - 1618-2650
ER -
BibTex |
Cite this
BibTex (up to 50 authors) Copy
@article{2016_Custers,
author = {Deborah Custers and Barbara Krakowska and Jacques O. De Beer and Patricia Courselle and Michal Daszykowski and Sandra Apers and Eric Deconinck},
title = {Testing of complementarity of PDA and MS detectors using chromatographic fingerprinting of genuine and counterfeit samples containing sildenafil citrate},
journal = {Analytical and Bioanalytical Chemistry},
year = {2016},
volume = {408},
publisher = {Springer Nature},
month = {jan},
url = {https://doi.org/10.1007/s00216-015-9275-0},
number = {6},
pages = {1643--1656},
doi = {10.1007/s00216-015-9275-0}
}
MLA
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MLA Copy
Custers, Deborah, et al. “Testing of complementarity of PDA and MS detectors using chromatographic fingerprinting of genuine and counterfeit samples containing sildenafil citrate.” Analytical and Bioanalytical Chemistry, vol. 408, no. 6, Jan. 2016, pp. 1643-1656. https://doi.org/10.1007/s00216-015-9275-0.