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Liquid chromatography method development and optimization by statistical experimental design and chromatogram simulations

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Summary

A liquid chromatographic method has been optimized by the use of an experimental design and chromatogram simulations. The strategy applied started with a statistical experimental design in which so-calledbeta coefficients were extracted from the mathematical model. Optimization was then performed by simulating the chromatographic separation with computer software.

The effects of the variables (factors) are visualized in a way that is familiar to the analytical chemist. Simulation of chromatograms from combinations of factors within the experimental design is interactively available from a contour plot describing the minimum α(=k 2/k 1) of all posible combinations of peak paris.

Results from the optimization of an HPLC method, using the optimization strategy described above, are presented. Six peaks were separated from each other within 11 min. The factors investigated were the amount of acetonitrile in the mobile phase, the concentration of phosphate buffer, and the concentration of octanesulfonate in the mobile phase.

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References

  1. Coenegracht, P.M.J.; Nguyen van Tuyen; Metting, H.J.; Coenegracht-Lamers, P.J.M.J. Chromatogr. 1987,389, 351–367.

    Article  CAS  Google Scholar 

  2. Hu, Y.; Massart, D.L.J. Chromatogr. 1989,485, 311–323.

    Article  CAS  Google Scholar 

  3. Glajch, J.L.; Kirkland, J.J.J. Chromatogr. 1989,485, 51–63.

    Article  CAS  Google Scholar 

  4. Ong, T.H.; Wong, Y.S.; Woo, S.O.; Ng, S.Bull. Singapore Nat. Inst. Chem. 1994,22, 19–29.

    CAS  Google Scholar 

  5. Ong, C.P.; Chow, K.K.; Ng, C.L.; Ong, F.M.; Lee, H.K.; Li, S.F.Y.J. Chromatogr. A 1995,692, 207–212.

    Article  CAS  Google Scholar 

  6. Pichini, S.; Altieri, I.; Passa, A.R.; Rosa, M.; Zuccaro, P.; Pacifici, R.J. Chromatogr. A 1995,697, 383–388.

    Article  CAS  Google Scholar 

  7. Olsen, B.A.; Argentine, M.D.J. Liq. Chromatogr. Related Technol. 1996,19 (12), 1993–2007.

    CAS  Google Scholar 

  8. Dolan, J.W.; Snyder, L.R.; Djordjevic, N.M.; Hill, D.W.; Saunders, D.L.; Van Heukelem, L.; Waeghe, T.J.J. Chromatogr. A 1998,803, 1–31.

    Article  CAS  Google Scholar 

  9. Dolan, J.W.; Snyder, L.R.; Saunders, D.L.; Van Heukelem, L.J. Chromatogr. A 1998,803, 33–50.

    Article  CAS  Google Scholar 

  10. Dolan, J.W.; Snyder, L.R.; Djordjevic, N.M.; Hill, D.W.; Waeghe, T.J.J. Chromatogr. A 1999,857, 1–20.

    Article  CAS  Google Scholar 

  11. Dolan, J.W.; Snyder, L.R.; Djordjevic, N.M.; Hill, D.W.; Waeghe, T.J.J. Chromatogr. A 1999,857, 21–39.

    Article  CAS  Google Scholar 

  12. Dolan, J.W.; Snyder, L.R.; Wolcott, R.G.; Haber, P.; Baczek, T.; Kaliszan, R.; Sander, L.C.J. Chromatogr. A 1999,857, 41–68.

    Article  CAS  Google Scholar 

  13. Wolcott, R.G.; Dolan, J.W.; Snyder, L.R.J. Chromatogr. A 2000,869, 3–25.

    Article  CAS  Google Scholar 

  14. Snyder, L.R.; Dolan, J.W.J. Chromatogr. A 2000,892, 107–121.

    Article  CAS  Google Scholar 

  15. Zoest, A.R.; Hung, C.T.; Lam, F.C.; Taylor R.B.; Wanwimolruk, S.J. Liq. Chromatogr. 1992,15 (3), 395–410.

    CAS  Google Scholar 

  16. Lindberg, W.; Johansson, E.; Johansson, K.;J. Chromatogr. 1981,211, 201–212.

    Article  CAS  Google Scholar 

  17. De Beer, J.O.; Vandenbroucke, C.V.; Massart, D.L.,J. Pharm. Biomed. Anal. 1994,12 (11), 1379–1396

    Article  Google Scholar 

  18. Wester, P.; Gottfries, J.; Johansson, K.; Klintbäck, F.; Winblad, B.J. Chromatogr. 1987,415, 261–274.

    CAS  Google Scholar 

  19. Bylund, D.; Bergens, A.; Jacobsson, S.P.Chromatographia 1997,44 (1/2), 74–80.

    Article  CAS  Google Scholar 

  20. Otto, M.; Wegscheider, W.J. Chromatogr. 1983,258, 11–22.

    Article  CAS  Google Scholar 

  21. Weyland, J.W.; Bruins, C.H.P.; Doornbos, D.A.J. Chromatogr. Sci. 1984,22, 31–39.

    CAS  Google Scholar 

  22. Cotton, M.L.; Down, G.R.B.J. Chromatogr. 1983,259, 17–36.

    Article  CAS  Google Scholar 

  23. Coenegracht, P.M.J.; Smilde, A.K.; Metting, H.J.; Doornbos, D.A.J. Chromatogr. 1989,485, 195–217.

    Article  CAS  Google Scholar 

  24. Box, G.E.P.; Hunter, W.G.; Hunter, J.S. InStatistics for Exprimenters, Wiley Interscience, Canada,1978.

    Google Scholar 

  25. Andersson, A.-M.; Karlsson, A.; Josefson, M.; Gottfries, J.Chromatographia 1994,38, 715–722.

    Article  CAS  Google Scholar 

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Harang, V., Karlsson, A. & Josefson, M. Liquid chromatography method development and optimization by statistical experimental design and chromatogram simulations. Chromatographia 54, 703–709 (2001). https://doi.org/10.1007/BF02492487

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  • DOI: https://doi.org/10.1007/BF02492487

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