Identification of Counterfeit Tobacco using Attenuated Total Reflectance Fourier Transform Infrared, Raman, and Near-Infrared Spectroscopy
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Counterfeit and illicit tobacco may contain potentially toxic organic impurities that result in adverse health effects for the consumer. Carcinogenic substances have been found in elevated concentrations in counterfeit tobacco. The current study explored swift and cost-effective methods, such as Fourier-transform infrared, Raman, and near-infrared spectroscopy to identify counterfeit tobacco products. Moreover, it also assessed the spectral quality based on range, number of peaks, maximum peak intensity, and signal-to-noise ratio. In spectral analysis, infrared exhibited superior quality over Raman and near-infrared with a higher signal-to-noise ratio. Near-infrared, although with a limited wavelength range, showed good quality. Raman, however, displayed poor spectral quality due to noise interference. Identification success varied with chemo-metric methods, with infrared correctly identifying four out of five counterfeit tobacco products and near-infrared identifying three out of five. Raman failed in identification, while infrared showed success with some mismatches using principal component analysis. Near-infrared and Raman successfully identified counterfeit tobacco, with near-infrared providing the most distinct separation. Quantification results varied across spectroscopy techniques and chemo-metric methods.
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Ashworth WJ. Customs and Excise: Trade, Production, and Consumption In England, 1640-1845. Oxford University Press; 2003.
UK Border Agency . Tackling tobacco smuggling—building on our success. a renewed strategy for HM revenue & customs and the UK Border Agency. https://assets.publishing.service.gov.uk/media/5a7ee0f5ed915d74e33f2fc5/Tackling_tobacco_smuggling_-_building_on_our_success.pdf . Updated April, 2011. Accessed December 12, 2023.
Ekpu VU, Brown AKJ. The economic impact of smoking and of reducing smoking prevalence: review of evidence. Tobacco Use Ins. 2015;8:1–35. https://doi.org/10.4137/TUI.S15628
Spink J, Moyer DC, Park H, Heinonen JA. Defining the types of counterfeiters, counterfeiting, and offender organizations. Crime Sci. 2013;2:1-10. https://doi.org/10.1186/2193-7680-2-8
Hecht SS. Tobacco smoke carcinogens and lung cancer. J Nation Can Insti. 1999;91(14):1194–1210. https://doi.org/10.1093/jnci/91.14.1194
Cheah NP, Pennings JL, Vermeulen JP, van Schooten FJ, Opperhuizen A. In vitro effects of aldehydes present in tobacco smoke on gene expression in human lung alveolar epithelial cells. Toxicol Vitro. 2013;27(3):1072–1081. https://doi.org/10.1016/j.tiv.2013.02.003
World Health Organization. WHO report on the global tobacco epidemic, 2008: the MPOWER package. https://www.who.int/publications/i/item/9789241596282 . Updated January 6, 2008.
Pappas RS, Polzin GM, Watson CH, Ashley DL. Cadmium, lead, and thallium in smoke particulate from counterfeit cigarettes compared to authentic US brands. Food Chem Toxicol. 2007;45(2):202–209. https://doi.org/10.1016/j.fct.2006.08.001
Raub JA. Health effects of exposure to ambient carbon monoxide. Chemosph-Glob Change Sci. 1999;1(1-3):331–351. https://doi.org/10.1016/S1465-9972(99)00005-7
Rogers JM. Tobacco and pregnancy. Reprod Toxicol. 2009;28(2):152–160. https://doi.org/10.1016/j.reprotox.2009.03.012
Behera SN, Xian H, Balasubramanian R. Human health risk associated with exposure to toxic elements in mainstream and sidestream cigarette smoke. Sci Total Environ. 2014;472:947–956. https://doi.org/10.1016/j.scitotenv.2013.11.063
Chen MJ, Lin CH, Lai CH, Cheng LH, Yang YH, Huang LJ, Yeh SH, Hsu HT. Excess lifetime cancer risk assessment of volatile organic compounds emitted from a petrochemical industrial complex. Aero Air Qual Res. 2016;16(8):1954–1966.
van Amsterdam J, Sleijffers A, van Spiegel P, et al. Effect of ammonia in cigarette tobacco on nicotine absorption in human smokers. Food Chem Toxicol. 2011;49(12):3025–3030. https://doi.org/10.1016/j.fct.2011.09.037
Brima EI. Determination of metal levels in shamma (smokeless tobacco) with inductively coupled plasma mass spectrometry (ICP-MS) in Najran, Saudi Arabia. Asian Pac J Cancer Prev. 2016;17(10):4761–4767. https://doi.org/10.22034/APJCP.2016.17.10.4761
Assi S. Raw material identification using dual laser handheld Raman spectroscopy. Eur Pharm Rev. 2013;18(5):25–31.
Huang S, Zhang J, Wang L, Huang L. Effect of abiotic stress on the abundance of different vitamin B6 vitamers in tobacco plants. Plant Physiol Biochem. 2013;66:63–67. https://doi.org/10.1016/j.plaphy.2013.02.010
Lin X, Sun L, Li Y, et al. A random forest of combined features in the classification of cut tobacco based on gas chromatography fingerprinting. Talanta. 2010;82(4):1571–1575. https://doi.org/10.1016/j.talanta.2010.07.053
Salahuddin, Mazumder A, Yar MS, et al. Updates on synthesis and biological activities of 1, 3, 4-oxadiazole: a review. Synth Commun. 2017;47(20):1805–1847. https://doi.org/10.1080/00397911.2017.1360911
Wang H, Zhao M, Yang B, Jiang Y, Rao G. Identification of polyphenols in tobacco leaf and their antioxidant and antimicrobial activities. Food Chem. 2008;107(4):1399–1406. https://doi.org/10.1016/j.foodchem.2007.09.068
Wang H, Boraey MA, Williams L, Lechuga-Ballesteros D, Vehring R. Low-frequency shift dispersive Raman spectroscopy for the analysis of respirable dosage forms. Int J Pharm. 2014;469(1):197–205. https://doi.org/10.1016/j.ijpharm.2014.04.058
Wahl PR, Fruhmann G, Sacher S, Straka G, Sowinski S, Khinast JG. PAT for tableting: inline monitoring of API and excipients via NIR spectroscopy. Eur J Pharm Biopharm. 2014;87(2):271–278. https://doi.org/10.1016/j.ejpb.2014.03.021
Duan J, Huang Y, Li Z, et al. Determination of 27 chemical constituents in Chinese southwest tobacco by FT-NIR spectroscopy. Ind Crops Prod. 2012;40:21–26. https://doi.org/10.1016/j.indcrop.2012.02.040
Moffat AC, Osselton MD, Widdop B, Watts J. Clarke's Analysis of Drugs and Poisons. London: Pharmaceutical Press; 2011.
McCreery RL. Raman Spectroscopy for Chemical Analysis. John Wiley & Sons; 2005.
Dagnon S, Ivanov I, Bojilov D, Docheva M, Statkova S. Evaluation of the main polyphenolic compounds in aromatic plants of Asteraceae and Solanaceae families of Bulgarian origin. J Pharm Phytochem. 2013;1(6):76–84.
Sun Y, Li W, Wang J, Bi J, Su S. Determination of rutin in cigarette tobacco, filters, mainstream smoke and burned ash of different branded cigarettes by high performance liquid chromatography. Molecules. 2012;17(4):3751–3760. https://doi.org/10.3390/molecules17043751
Tan C, Qin X, Li M. Comparison of chemometric methods for brand classification of cigarettes by near-infrared spectroscopy. Vibration Spect. 2009;51(2):276–282. https://doi.org/10.1016/j.vibspec.2009.07.004
Ortiz RS, de Cássia Mariotti K, Fank B, Limberger RP, Anzanello MJ, Mayorga P. Counterfeit Cialis and Viagra fingerprinting by ATR-FTIR spectroscopy with chemometry: can the same pharmaceutical powder mixture be used to falsify two medicines? Forens Sci Inte. 2013;226(1-3):282–289. https://doi.org/10.1016/j.forsciint.2013.01.043
Bennett R. Applications of a modulated laser for FT Raman spectroscopy. Part 2. Signal-to-noise enhancement and removal of thermal backgrounds. Molecul Biomol Spectro. 1995;51(12):2001–2009. https://doi.org/10.1016/0584-8539(95)01491-7
Lee MS, Hwang YS, Lee J, Choung MG. The characterization of caffeine and nine individual catechins in the leaves of green tea (Camellia sinensis L.) by near-infrared reflectance spectroscopy. Food Chem. 2014;158:351–357. https://doi.org/10.1016/j.foodchem.2014.02.127
Shao Y, He Y, Wang Y. A new approach to discriminate varieties of tobacco using vis/near infrared spectra. Eur Food Res Technol. 2007;224:591–596. https://doi.org/10.1007/s00217-006-0342-9
Togkalidou T, Fujiwara M, Patel S, Braatz RD. Solute concentration prediction using chemometrics and ATR-FTIR spectroscopy. J Cryst Growth. 2001;231(4):534–543. https://doi.org/10.1016/S0022-0248(01)01518-4
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