TY - JOUR A1 - Becht, Alexander A1 - Schollmayer, Curd A1 - Monakhova, Yulia A1 - Holzgrabe, Ulrike T1 - Tracing the origin of paracetamol tablets by near-infrared, mid-infrared, and nuclear magnetic resonance spectroscopy using principal component analysis and linear discriminant analysis JF - Analytical and Bioanalytical Chemistry N2 - Most drugs are no longer produced in their own countries by the pharmaceutical companies, but by contract manufacturers or at manufacturing sites in countries that can produce more cheaply. This not only makes it difficult to trace them back but also leaves room for criminal organizations to fake them unnoticed. For these reasons, it is becoming increasingly difficult to determine the exact origin of drugs. The goal of this work was to investigate how exactly this is possible by using different spectroscopic methods like nuclear magnetic resonance and near- and mid-infrared spectroscopy in combination with multivariate data analysis. As an example, 56 out of 64 different paracetamol preparations, collected from 19 countries around the world, were chosen to investigate whether it is possible to determine the pharmaceutical company, manufacturing site, or country of origin. By means of suitable pre-processing of the spectra and the different information contained in each method, principal component analysis was able to evaluate manufacturing relationships between individual companies and to differentiate between production sites or formulations. Linear discriminant analysis showed different results depending on the spectral method and purpose. For all spectroscopic methods, it was found that the classification of the preparations to their manufacturer achieves better results than the classification to their pharmaceutical company. The best results were obtained with nuclear magnetic resonance and near-infrared data, with 94.6%/99.6% and 98.7/100% of the spectra of the preparations correctly assigned to their pharmaceutical company or manufacturer. KW - IR KW - Manufacturer KW - Linear discriminant analysis KW - Principal component analysis Y1 - 2021 U6 - http://dx.doi.org/10.1007/s00216-021-03249-z SN - 1618-2650 VL - 413 SP - 3107 EP - 3118 PB - Springer Nature ER - TY - BOOK A1 - Baüer, Herbert A1 - Gilch, Heinz Gerhard A1 - Rath, Walter A1 - Schümann, Uwe T1 - Moisture-curing polyurethane-based hot-melt compositions = Feuchthärtbare Heisschmelz-Zusammensetzungen auf Polyurethanbasis Y1 - 1990 N1 - EP0386879 18.10.1990 Veröffentlichungstag im Patentblatt ; Volltext recherchierbar über PB - Europäisches Patentamt CY - München ER - TY - JOUR A1 - Baumann, Marcus A1 - Tillmann, U. A1 - Aletsee, L. T1 - Distribution of Carbon Among Photosynthetic End Products in the Bloom-Forming Arctic Diatom Thalassiosira antarctica COMBER / Tillmann, U. ; Baumann, M.E.M. ; Aletsee, L. JF - Polar Biology. 10 (1989), H. 3 Y1 - 1989 SN - 0722-4060 SP - 231 EP - 238 ER - TY - JOUR A1 - Baumann, Marcus A1 - Thomas, D. A1 - Gleitz, M. T1 - Efficiency of carbon assimilation and photoacclimation in a small unicellular Chaetoceros species from the Weddel Sea (Antarctica): Influence of temperature and irridiance / Thomas, D. ; Baumann, M.E.M. ; Gleitz, M. JF - Journal of Experimental Marine Biology and Ecology. 157 (1992), H. 2 Y1 - 1992 SN - 0022-0981 SP - 195 EP - 209 ER - TY - JOUR A1 - Baumann, Marcus A1 - Semeneh, M. A1 - Dehairs, F. A1 - Elskens, M. T1 - Nitrogen uptake regime and phytoplankton community structure in the Southern Ocean / Semeneh, M. ; Dehairs, F. ; Elskens, M. ; Baumann, M.E.M. ; Kopczynska, E.E. ; Lancelot, C. ; Goeyens, L. JF - Journal of Marine Systems. 17 (1998), H. 1-4 Y1 - 1998 SN - 0924-7963 SP - 159 EP - 177 ER - TY - JOUR A1 - Baumann, Marcus A1 - Rousseau, V. A1 - Vaulot, D. A1 - Casotti, R. T1 - The life cycle of Phaeocystis (Prymnesiophycae): evidence and hypotheses / Rousseau, V. ; Vaulot, D. ; Casotti, R. ; Cariou, V. ; Lenz, J. ; Gunkel, J. ; Baumann, M. JF - Journal of Marine Systems. 5 (1994), H. 1 Y1 - 1994 SN - 0924-7963 SP - 23 EP - 39 ER - TY - JOUR A1 - Baumann, Marcus A1 - Peschel, G. T1 - Aktuelle Entwicklungen zur Luftreinhaltung in der Stadt Aachen JF - Wechselwirkung : Wissenschaft & vernetztes Denken Y1 - 1998 SN - 0172-1623 VL - 20 IS - 91 SP - 22 EP - 29 ER - TY - JOUR A1 - Baumann, Marcus A1 - Lara, R.J. A1 - Hubberten, D.N. A1 - Thomas, D.N. T1 - Dissolved organic matter studies in enclosed systems: Application of hydophobic fractionation for the assessment of organic nitrogen dynamics / Lara, R.J. ; Hubberten, U. ; Thomas, D.N. ; Baumann, M.E.M. ; Kattner, G. JF - Journal of Marine Systems. 13 (1997), H. 1-4 Y1 - 1997 SN - 0924-7963 SP - 155 EP - 161 ER - TY - JOUR A1 - Baumann, Marcus A1 - Lancelot, C. A1 - Brandini, F. A1 - Sakshaug, E. T1 - The taxonomic identity of the cosmopolitan prymnesiophyte Phaeocystis, a morphological and ecophysiological approach / Baumann, M.E.M. ; Lancelot, C. ; Brandini, F. ; Sakshaug, E. ; John M. JF - Journal of Marine Systems. 5 (1994), H. 1 Y1 - 1994 SN - 0924-7963 SP - 5 EP - 22 ER - TY - JOUR A1 - Baumann, Marcus A1 - Krämer, M. T1 - Marine Planktonalgen der Arktis II. Diatomeen / Baumann, M. ; Krämer, M. JF - Mikrokosmos. 75 (1986), H. 10 Y1 - 1986 SN - 0026-3680 SP - 306 EP - 310 ER -