Chemometric analysis of multiple species of Bacillus bacterial endospores using infrared spectroscopy: discrimination to the strain level.
Previous work using infrared spectroscopy has shown potential for rapid discrimination between bacteria in either their sporulated or vegetative states, as well as between bacteria and other common interferents. For species within one physiological state, however, distinction is far more challenging, and requires chemometrics. In the current study, we have narrowed the field of study by eliminating the confounding issues of vegetative cells as well as growth media and focused on using IR spectra to distinguish only between different species all in the sporulated state. Using principal component analysis (PCA) and a classification method based upon similarity measurements, we demonstrate a successful identification rate to the species level of 85% for Bacillus spores grown and sporulated in a glucose broth medium.
Forrester
Joel B
JB
Pacific Northwest National Laboratory, P.O. Box 999, Richland, WA 99352, United States. joel.forrester@pnl.gov
Valentine
Nancy B
NB
Su
Yin-Fong
YF
Johnson
Timothy J
TJ
D001407:Bacillus / Q000737:chemistry / Q000145:classification*; D015373:Bacterial Typing Techniques / Q000379:methods*; D025341:Principal Component Analysis; D013055:Spectrophotometry, Infrared / Q000379:methods*; D013171:Spores, Bacterial / Q000737:chemistry / Q000145:classification / Q000235:genetics