Attenuated total reflectance fourier transform infrared spectroscopy and artificial neural networks applied to differentiate Escherichia coli papG +/ papG- strains

Journal of Spectroscopy

Volumn 1, Issue 1, 2013, Pages

  Lechowicz, Łukasz ^a   Adamus Białek, Wioletta ^a   Kaca, Wiesław ^a  

^a JAN KOCHANOWSKI UNIVERSITY   (Poland)

Author keywords

[No Author keywords available]

Indexed keywords

ATR FTIR; ATTENUATED TOTAL REFLECTANCE FOURIER TRANSFORM INFRARED SPECTROSCOPY; E. COLI; PATHOGENIC FACTORS; URINARY TRACT INFECTIONS;

FOURIER TRANSFORM INFRARED SPECTROSCOPY; NEURAL NETWORKS; REFLECTION;

ESCHERICHIA COLI;

ACCURACY; ARTICLE; ARTIFICIAL NEURAL NETWORK; ATTENUATED TOTAL REFLECTANCE FOURIER TRANSFORM INFRARED SPECTROSCOPY; ESCHERICHIA COLI; FIMBRIA; INFRARED SPECTROSCOPY; NETWORK LEARNING; NONHUMAN;

EID: 84876902252     PISSN: 23144920     EISSN: 23144939     Source Type: Journal    
DOI: 10.1155/2013/538686     Document Type: Article

References (8)

1. Abraham S. N., Jonsson A. B., Normark S., Fimbriae-mediated host-pathogen cross-talk. Current Opinion in Microbiology 1998 1 1 75 81 2-s2.0-0031987918 (Pubitemid 128428045)
2. Mulvey M. A., Adhesion and entry of uropathogenic Escherichia coli. Cellular Microbiology 2002 4 5 257 271 2-s2.0-0036258843 10.1046/j.1462-5822. 2002.00193.x (Pubitemid 34567594)
3. Lane M. C., Mobley H. L. T., Role of P-fimbrial-mediated adherence in pyelonephritis and persistence of uropathogenic Escherichia coli (UPEC) in the mammalian kidney. Kidney International 2007 72 1 19 25 2-s2.0-34347342791 10.1038/sj.ki.5002230 (Pubitemid 47014440)
4. Carbone M., Hasty D. L., Yi K. C., Rue J., Fera M. T., La Torre F., Giannone M., Losi E., Cytokine induction in murine bladder tissue by type 1 fimbriated Escherichia coli. Annals of the New York Academy of Sciences 2002 963 332 335 2-s2.0-0036296418 (Pubitemid 34721728)
5. Hultgren S. J., Uropathogenic Escherichia coli: interactions with bladder epithelium. Urology 2001 57 6 105 106 2-s2.0-0035383458
6. Yu C., Irudayaraj J., Spectroscopic characterization of microorganisms by Fourier transform infrared microspectroscopy. Biopolymers 2005 77 6 368 377 2-s2.0-17644413197 10.1002/bip.20247 (Pubitemid 40571491)
7. Adamus-Bialek W., Wojtasik A., Majchrzak M., Sosnowski M., Parniewski P., (CGG)4-based PCR as a novel tool for discrimination of uropathogenic Escherichia coli strains: comparison with enterobacterial repetitive intergenic consensus-PCR. Journal of Clinical Microbiology 2009 47 12 3937 3944 2-s2.0-71549129518 10.1128/JCM.01036-09
8. Davis R., Mauer L., Fourier tansform infrared (FT-IR) spectroscopy: a rapid tool for detection and analysis of foodborne pathogenic bacteria. Current Research, Technology and Education Topics in Applied. Microbiology and Microbial Biotechnology 2010 2 1582 1594