Fourier transform infrared (FT-IR) spectroscopy and improved principal component regression (PCR) for quantification of solid analytes in microalgae and bacteria

Applied Spectroscopy

Volumn 65, Issue 4, 2011, Pages 442-453

  Horton, Rebecca B ^a   Duranty, Edward ^a   McConico, Morgan ^a   Vogt, Frank ^a  

^a UNIVERSITY OF TENNESSEE   (United States)

Author keywords

Bacteria; Biological compounds; Chemometrics; Fourier transform infrared spectroscopy; FT IR spectral database; Microalgae; Quantification; Solid analytes

Indexed keywords

BIOLOGICAL COMPOUNDS; CHEMOMETRICS; FOURIER TRANSFORM INFRARED; FT-IR SPECTRAL DATABASE; MICRO-ALGAE; QUANTIFICATION;

ALGAE; AMMONIUM COMPOUNDS; BACTERIA; BACTERIOLOGY; BIOMATERIALS; CALIBRATION; CARBOHYDRATES; CARBOXYLIC ACIDS; CHEMICAL DETECTION; ESCHERICHIA COLI; FOURIER TRANSFORM INFRARED SPECTROSCOPY; GLUCOSE; GRAPHICAL USER INTERFACES; METADATA; POLLUTION DETECTION; POLYMERASE CHAIN REACTION; PRINCIPAL COMPONENT ANALYSIS; SILICA; SODIUM; SUGAR (SUCROSE);

AMINO ACIDS;

ALBUMINOID; AMINO ACID; CARBOXYLIC ACID; LIPID;

ALGORITHM; ARTICLE; BACTERIUM; CHEMISTRY; INFRARED SPECTROSCOPY; METHODOLOGY; MICROALGA; PRINCIPAL COMPONENT ANALYSIS; RAMAN SPECTROMETRY;

ALBUMINS; ALGORITHMS; AMINO ACIDS; BACTERIA; CARBOXYLIC ACIDS; LIPIDS; MICROALGAE; PRINCIPAL COMPONENT ANALYSIS; SPECTROSCOPY, FOURIER TRANSFORM INFRARED; SPECTRUM ANALYSIS, RAMAN;

EID: 79953701650     PISSN: 00037028     EISSN: None     Source Type: Journal    
DOI: 10.1366/10-06122     Document Type: Article

References (41)

1. C. Petibois, K. Gionnet, M. Goncalves, A. Perromat, M. Moennerb, and G. Deleris, Analyst (Cambridge, U.K.) 131, 640 (2006).
2. H. Martens and T. Næs, Multivariate Calibration (John Wiley & Sons, New York, 1991), 2nd ed.
3. D. Massart, B. Vandegonste, L. Buydens, S. DeJong, P. Lewi, and J. Smeyers, Handbook of Chemometrics and Qualimetrics (Elsevier, Amsterdam, 1997).
4. I. T. Jolliffe, Principal Component Analysis (Springer-Verlag, New York, 2002), 2nd ed.
5. E. Malinowski, Factor Analysis in Chemistry (John Wiley and Sons, New York, 2002), 3rd ed.
6. M. Gilbert, R. Luttrell, D. Stout, and F. Vogt, J. Chem. Ed. 85,135 (2008).
7. I. Salomaa and J. Kauppinen, Appl. Spectrosc. 52, 579 (1998).
8. S. Cody, M. Glynn, J. Farrar, K. Cairns, P. Griffin, J. Kobayashi, M. Fyfe, R. Hoffman, A. King, J. Lewis, B. Swaminathan, R. Bryant, and D. Vugia, Ann. Intern. Med. 130, 202 (1999).
9. M. Vaneechoutte and J. Van Eldere, J. Med. Microbiol. 46, 188 (1997).
10. P. Belgrader, W. Benett, D. Hadley, J. Richards, P. Stratton, R. Mariella, Jr., and F. Milanovich, Science (Washington, D.C) 284, 449 (1999).
11. H. Takahashi, B. Kimura, Y. Tanaka, J. Shinozaki, T. Suda, and T. Fujii, J. Microbiol. Methods 79, 124 (2009).
12. M. Gilbert, C. Frick, A. Wodowski, and F. Vogt, Appl. Spectrosc. 63, 6 (2009).
13. C. Hirschmugl, Z. Bayarri, M. Bunta, J. B. Holt, and M. Giordano, Infrared Phys. Technol. 49, 57 (2006).
14. F. Metting, Jr., J. Industrial Microbiol. 17, 477 (1996).
15. M. Giordano, J. Plant Physiol. 158, 577 (2001).
16. J. Murdock and D. Wetzel, Appl. Spectrosc. Rev. 44, 335 (2009).
17. A. Domenighini and M. Giordano, J. Phycol. 45, 522 (2009).
18. M. Kansiz, P. Heraud, B. Wood, F. Burden, J. Beardall, and D. MacNaughton, Phytochemistry 52, 407 (1999).
19. M. Giordano, S. Ratti, A. Domighini, and F. Vogt, Plant Ecol. Divers. 2, 155 (2009).
20. C. Posten and G. Schaub, J. Biotechnol. 142, 64 (2009).
21. V. Patil, K. Tran, and H. Giselrød, Int. J. Mol. Sci. 9, 1188 (2008).
22. M. Giordano, M. Kansiz, P. Heraud, J. Beardall, B. Wood, and D. McNaughton, J. Phycol. 37, 271 (2001).
23. A. Marcilla, A. Gómez-Siurana, C. Gomis, E. Chápuli, M. Cátala, and F. Valdês, Thermochim. Acta 484, 41 (2009).
24. G. Peyronel, A. Pignedoli, and W. Malavasi, Spectrochim. Acta, Part A 40, 63 (1984).
25. J. Berges and D. Franklin, J. Phycol. 37, 1138 (2001).
26. M. Kofler, The Definite Guide to MySQL5 (Apress, 2005), 3rd ed.
27. F. Vogt, K. Rebstock, and M. Tacke, Chemom. Intell. Lab. Syst. 50, 175 (2000).
28. A. Koch and J. Weber, Appl. Spectrosc. 52, 970 (1998).
29. F. S. Rojas and C. B. Ojeda, Anal. Chim. Acta 635, 22 (2009).
30. C. Ojeda and F. Rojas, Anal. Chim. Acta 518, 1 (2004).
31. W. Press, S. Teukolsky, W. Vetterling, and B. Flannery, Numerical Recipes in C-H- (Cambridge University Press, New York, 2002), 2nd ed.
32. F. Vogt, H. Steiner, K. Booksh, and B. Mizaikoff, Appl. Spectrosc. 58, 683 (2004).
33. D. Bu, S. Huffman, J. Seelenbinder, and C. Brown, Appl. Spectrosc. 59, 575 (2005).
34. C. Galloway, E. Ru, and P. Etchegoin, Appl. Spectrosc. 63, 1370 (2009).
35. L. Shao and P. R. Griffiths, Environ. Sci. Technol. 41, 7054 (2007).
36. B. Walczak and D. Massart, Trends Anal. Chem. 16, 451 (1997).
37. G. Strang and T. Nguyen, Wavelets and Filter Banks (WellesleyCambridge Press, Wellesley, MA, 1997).
38. D. Haaland and D. Melgaard, Appl. Spectrosc. 55, 1 (2001).
39. C. Lieber and A. Mahadevan-Jansen, Appl. Spectrosc. 57, 1363 (2003).
40. F. Vogt and B. Mizaikoff, J. Chemom. 17, 346 (2003).
41. F. Vogt, U. Klocke, K. Rebstock, G. Schmidtke, V. Wander, and M. Tacke, Appl. Spectrosc. 53, 1350 (1999)