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

AbstractCounterfeit 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. Graphical abstractAnalytical and chemometric workflow used to distinguish genuine, generic and counterfeit medicines

[1]  P. Chiap,et al.  Development and validation of a ultra-high-performance liquid chromatography-UV method for the detection and quantification of erectile dysfunction drugs and some of their analogues found in counterfeit medicines. , 2011, Journal of chromatography. A.

[2]  H. Göker,et al.  Isolation and identification of a new sildenafil analogue adulterated in energy drink: propoxyphenyl sildenafil. , 2013, Journal of pharmaceutical and biomedical analysis.

[3]  Johanna Smeyers-Verbeke,et al.  Handbook of Chemometrics and Qualimetrics: Part A , 1997 .

[4]  Ravi P. Shah,et al.  Screening of Indian aphrodisiac ayurvedic/herbal healthcare products for adulteration with sildenafil, tadalafil and/or vardenafil using LC/PDA and extracted ion LC-MS/TOF. , 2010, Journal of pharmaceutical and biomedical analysis.

[5]  J. Carstensen,et al.  Aligning of single and multiple wavelength chromatographic profiles for chemometric data analysis using correlation optimised warping , 1998 .

[6]  Y. Heyden,et al.  Prediction of total green tea antioxidant capacity from chromatograms by multivariate modeling. , 2005, Journal of chromatography. A.

[7]  Nicolas V. Schwab,et al.  Fingerprinting of sildenafil citrate and tadalafil tablets in pharmaceutical formulations via X-ray fluorescence (XRF) spectrometry. , 2012, Journal of pharmaceutical and biomedical analysis.

[8]  Patricia Courselle,et al.  Physical profiling and IR spectroscopy: simple and effective methods to discriminate between genuine and counterfeit samples of Viagra® and Cialis®. , 2016, Drug testing and analysis.

[9]  J. O. Beer,et al.  A strategy for the identification of plants in illegal pharmaceutical preparations and food supplements using chromatographic fingerprints , 2013, Analytical and Bioanalytical Chemistry.

[10]  S. Yao,et al.  Simultaneous determination of sildenafil, vardenafil and tadalafil as forbidden components in natural dietary supplements for male sexual potency by high-performance liquid chromatography-electrospray ionization mass spectrometry. , 2005, Journal of chromatography. A.

[11]  M. Malet‐Martino,et al.  Identification of a novel sildenafil analogue in an adulterated herbal supplement. , 2012, Journal of pharmaceutical and biomedical analysis.

[12]  W. Romão,et al.  Profiling counterfeit Cialis, Viagra and analogs by UPLC-MS. , 2013, Forensic science international.

[13]  J. O. Beer,et al.  ATR-FTIR spectroscopy and chemometrics: An interesting tool to discriminate and characterize counterfeit medicines. , 2015, Journal of pharmaceutical and biomedical analysis.

[14]  G. Jackson,et al.  Assessing the problem of counterfeit medications in the United Kingdom , 2012, International journal of clinical practice.

[15]  Li Xu,et al.  Magnetic solid-phase extraction based on methylcellulose coated-Fe3O4-SiO2-phenyl for HPLC-DAD analysis of sildenafil and its metabolite in biological samples. , 2014, Talanta.

[16]  E. Deconinck,et al.  Headspace-gas chromatographic fingerprints to discriminate and classify counterfeit medicines. , 2014, Talanta.

[17]  C. Flurer,et al.  Analysis of undeclared synthetic phosphodiesterase-5 inhibitors in dietary supplements and herbal matrices by LC-ESI-MS and LC-UV. , 2004, Journal of pharmaceutical and biomedical analysis.

[18]  M Daszykowski,et al.  Target selection for alignment of chromatographic signals obtained using monochannel detectors. , 2007, Journal of chromatography. A.

[19]  T. Kojima,et al.  Determination of (R)-xanthoanthrafil, a phosphodiesterase-5 inhibitor, in a dietary supplement promoted for sexual enhancement. , 2008, Chemical and pharmaceutical bulletin.

[20]  S. Béni,et al.  Qualitative and quantitative analysis of PDE-5 inhibitors in counterfeit medicines and dietary supplements by HPLC-UV using sildenafil as a sole reference. , 2014, Journal of pharmaceutical and biomedical analysis.

[21]  John F Kauffman,et al.  Detection of undeclared erectile dysfunction drugs and analogues in dietary supplements by ion mobility spectrometry. , 2009, Journal of pharmaceutical and biomedical analysis.

[22]  H. Koh,et al.  Structural elucidation of a new sildenafil analogue using high-resolution Orbitrap mass spectrometry. , 2013, Rapid communications in mass spectrometry : RCM.

[23]  E. Chan,et al.  Structural identification of a new acetildenafil analogue from pre-mixed bulk powder intended as a dietary supplement , 2006, Food additives and contaminants.

[24]  Claus A. Andersson,et al.  Correlation optimized warping and dynamic time warping as preprocessing methods for chromatographic data , 2004 .

[25]  Ivana Stanimirova,et al.  Detection of discoloration in diesel fuel based on gas chromatographic fingerprints , 2014, Analytical and Bioanalytical Chemistry.

[26]  S. Pichini,et al.  High performance liquid chromatography-diode array and electrospray-mass spectrometry analysis of vardenafil, sildenafil, tadalafil, testosterone and local anesthetics in cosmetic creams sold on the Internet web sites. , 2009, Journal of pharmaceutical and biomedical analysis.

[27]  K. Waldron,et al.  A rapid, quantitative liquid chromatography-mass spectrometry screening method for 71 active and 11 natural erectile dysfunction ingredients present in potentially adulterated or counterfeit products. , 2014, Journal of chromatography. A.

[28]  K. Hersey,et al.  Evidence for contamination of herbal erectile dysfunction products with phosphodiesterase type 5 inhibitors. , 2005, The Journal of urology.

[29]  E. Deconinck,et al.  Chromatography in the detection and characterization of illegal pharmaceutical preparations. , 2013, Journal of chromatographic science.

[30]  M. Malet‐Martino,et al.  Analysis of herbal dietary supplements for sexual performance enhancement: first characterization of propoxyphenyl-thiohydroxyhomosildenafil and identification of sildenafil, thiosildenafil, phentolamine and tetrahydropalmatine as adulterants. , 2012, Journal of pharmaceutical and biomedical analysis.

[31]  B. Bloodworth,et al.  Isolation and identification of thiohomosildenafil and thiosildenafil in health supplements. , 2008, Journal of pharmaceutical and biomedical analysis.

[32]  E. Deconinck,et al.  Evaluation of the residual solvent content of counterfeit tablets and capsules. , 2013, Journal of pharmaceutical and biomedical analysis.

[33]  M Daszykowski,et al.  Automated alignment of one-dimensional chromatographic fingerprints. , 2010, Journal of chromatography. A.

[34]  M. Daszykowski,et al.  Impurity fingerprints for the identification of counterfeit medicines--a feasibility study. , 2011, Analytica chimica acta.

[35]  Y. Haishima,et al.  Determination of a new type of phosphodiesterase-5 inhibitor, thioquinapiperifil, in a dietary supplement promoted for sexual enhancement. , 2008, Chemical & pharmaceutical bulletin.

[36]  H. Koh,et al.  Identification of a new sildenafil analogue in a health supplement. , 2011, Journal of pharmaceutical and biomedical analysis.

[37]  H. Koh,et al.  Isolation and characterization of propoxyphenyl linked sildenafil and thiosildenafil analogues in health supplements. , 2012, Journal of pharmaceutical and biomedical analysis.

[38]  R. N. Rao,et al.  Separation and determination of synthetic impurities of sildenafil (Viagra) by reversed-phase high-performance liquid chromatography. , 2003, Analytical sciences : the international journal of the Japan Society for Analytical Chemistry.

[39]  H. Koh,et al.  Simultaneous determination of synthetic phosphodiesterase-5 inhibitors found in a dietary supplement and pre-mixed bulk powders for dietary supplements using high-performance liquid chromatography with diode array detection and liquid chromatography-electrospray ionization tandem mass spectrometry. , 2006, Journal of chromatography. A.

[40]  Desire L. Massart,et al.  Representative subset selection , 2002 .

[41]  Meejung Park,et al.  Quantitative Analysis of Sildenafil and Tadalafil in Various Fake Drugs Recently Distributed in Korea , 2012, Journal of forensic sciences.

[42]  E. Deconinck,et al.  Detection of whitening agents in illegal cosmetics using attenuated total reflectance-infrared spectroscopy. , 2014, Journal of pharmaceutical and biomedical analysis.

[43]  E. Deconinck,et al.  Chemometrics and chromatographic fingerprints to discriminate and classify counterfeit medicines containing PDE-5 inhibitors. , 2012, Talanta.