Microsoft Word - Acta_TA_10(3)_2011
نویسندگان
چکیده
Background. FTIR spectroscopy is becoming an important tool in the differentiation and identification of bacteria. In the present study, lactic acid bacteria of the genus Leuconostoc were differentiated and identified with the use of Fourier transform infrared spectroscopy (FTIR) and artificial neural networks (ANNs). The aim of the study was to expand the existing library of FTIR spectra of lactic acid and propionic acid bacteria, and to develop multilayer artificial neural networks as part of the same structure. Material and methods. The material for this study were 10 reference strains of the genus Leuconostoc, and 24 strains isolated from food products. The isolated pure cultures were identified with species specific pairs of primers by PCR technique, as a reference method. Bacterial strain samples were subjected to spectroscopic measurements by the transmission method at a wavelength of 4000 cm to 500 cm using a FTIR spectrophotometer. Digitized spectral data were submitted to neural networks training, until an error of less than 0.05 was obtained and than used for identification of isolates. Results. The utility of neural networks has been determined based on the identification of 10 reference strains and 24 bacterial strains of the genus Leuconostoc isolated from food products. The isolated strains have been identified by PCR-based method using speciesspecific primers. The use of artificial neural networks in FTIR spectral analyses as the most advanced chemometric method supported the correct identification of 83-92% bacteria of the genus Leuconostoc at the species level. Conclusions. The discussed method may be deployed in analytical laboratories for identifying lactic acid bacteria at the genus, species and subspecies level, for monitoring the purity of cultures in strain collections and for fast screening of selected bacterial groups. FTIR delivers a variety of advantages, including simple technology, low cost, high specificity and a wide range of industrial applications.
منابع مشابه
Microsoft Word - Acta_TA_10(4)_2011.docx
Background. Recently, many studies have been oriented towards improving methods and efficiency of antioxidants recovery from different fruit and their wastes. The aim of the study was to evaluate antioxidant potential of apple seeds and peel, which constitute the fruit industry wastes, and compare it to apple flesh. Antioxidant activity of apples at different maturity and storage stage were ana...
متن کاملMicrosoft Word - Acta_TA_10(4)_2011.docx
Background. Legume seeds, including beans, are a good source of mineral constituents. The level of these compounds depends among other factors, on the species, cultivar and the methods of processing applied. However, there are no studies in the literature which deal with the content of mineral constituents in physiologically immature bean seeds. Material and methods. The aim of this study was t...
متن کاملMicrosoft Word - Acta_TA_10(4)_2011.docx
Background. The aim of the study was to assess some selected minerals (Ca, Mg, Na, K, P, Fe, Zn, Cu, Mn) in different types of breadstuff. Moreover, the frequency of breadstuff consumption was determined in a selected group of students at one of Lublin universities. Material and methods. The material for the study was breadstuff available on the consumer market, produced from wheat and rye flou...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2011