Discrimination of cyanobacterial strains isolated from saline soils in Nakhon Ratchasirna, Thailand using attenuated total reflectance FTIR spectroscopy

被引:10
作者
Bounphanmy, Somchanh [2 ,3 ]
Thammathaworn, Sompong [2 ]
Thanee, Nathawut [2 ]
Pirapathrungsuriya, Komson [2 ]
Beardall, John [1 ,4 ]
McNaughton, Don [1 ,5 ]
Heraud, Philip [1 ,4 ]
机构
[1] Monash Univ, Ctr Biospect, Clayton, Vic 3800, Australia
[2] Suranaree Univ Technol, Sch Biol, Nakhon Ratchasima 30000, Thailand
[3] Natl Univ Laos, Dept Biol, Viangchan, Laos
[4] Monash Univ, Sch Biol Sci, Clayton, Vic 3800, Australia
[5] Monash Univ, Sch Chem, Clayton, Vic 3800, Australia
关键词
ATR; FTIR; cyanobacteria; classification; IR; CLASSIFICATION; IDENTIFICATION; ABSORBENCY; CULTURES; SPECTRA; TOOL;
D O I
10.1002/jbio.201000017
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
A method was developed whereby high quality FTIR spectra could be rapidly acquired from soil-borne filamentous cyanobacteria using ATR FTIR spectroscopy. Spectra of all strains displayed bands typical of those previously reported for microalgae and water-borne cyanobacteria, with each strain having a unique spectral profile. Most variation between strains occurred in the C-O stretching and the amide regions. Soft Independent Modelling by Class Analogy (SIMCA) was used to classify the strains with an accuracy of better than 93%, with best classification results using the spectral region from 1800-950 cm(-1). Despite this spectral region undergoing substantial changes, particularly in amide and C-O stretching bands, as cultures progressed through the early-, mid- to late-exponential growth phases, classification accuracy was still good (similar to 80%) with data from all growth phases combined. These results indicate that ATR/FTIR spectroscopy combined with chemometric classification methods constitute a rapid, reproducible, [GRAPHICS] and potentially automated approach to classifying soilborne filamentous cyanobacteria.
引用
收藏
页码:534 / 541
页数:8
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