Differentiation and classification of user-specified bacterial groups by in situ thermal hydrolysis and methylation of whole bacterial cells with tert-butyl bromide chemical ionization ion trap mass spectrometry
M. Xu et al., Differentiation and classification of user-specified bacterial groups by in situ thermal hydrolysis and methylation of whole bacterial cells with tert-butyl bromide chemical ionization ion trap mass spectrometry, ANALYT CHIM, 418(2), 2000, pp. 119-128
Fatty acid methyl esters (FAMEs) from 20 bacterial samples, formed through
in situ thermal hydrolysis and methylation (THM) of lipids from whole bacte
rial cells using tetramethylammonium hydroxide, have been investigated by t
-butyl bromide chemical ionization (CI) ion trap mass spectrometry (MS). Th
e mass spectra, in the early portion of the total ion profile, contained as
major peaks the protonated saturated and unsaturated FAME molecular ions,
along with the fragment ions, [MH-32](+) and [MH-50](+), from the monoenoic
FAME isomers. The data set was tested with several multivariate statistica
l approaches. Gram-type classification was made based on the ratio of satur
ated fatty acids (mainly C15:0) to monoenoic fatty acids (mainly C18:1, C16
:1, and cyclopropyl fatty acids, C17:0 and C19:0). A multivariate rule buil
ding expert system (MuRES) was used to classify targeted bacteria comprisin
g five different genera. Cross validation of the data set showed no false c
lassifications of the targeted organisms. Misclassifications of untargeted
bacteria as target organisms were low (1.3%). The mass spectral analysis ti
me was less than 5 min per sample. (C) 2000 Elsevier Science B.V. All right
s reserved.