Quantification of Lactobacillus reuteri ProTectis in MRS Broth Using Attenuated Total Reflectance-Fourier Transform Infrared (ATR-FTIR) Spectroscopy and Chemometrics

被引:4
|
作者
Bautista, Norwell Brian C. [1 ,2 ]
Dumancas, Gerard G. [2 ]
Ubas, Johnziel G. [1 ]
Bandeling, Eleo Jean D. [1 ]
Seduco, Rhett Adrian C. [1 ]
Martizano, Jay O. [1 ]
Janagap, Steve P. [1 ]
机构
[1] Univ Philippines Visayas, Coll Arts & Sci, Dept Chem, Miagao 5023, Iloilo, Philippines
[2] Univ Scranton, Loyola Sci Ctr, Dept Chem, Scranton, PA 18510 USA
关键词
principal component analysis; partial least-squaresregression; Lactobacillus reuteri ProTectis; FTIR; bacterial quantification; viable platecount; SPOILAGE; MICROORGANISMS;
D O I
10.1021/acs.jafc.3c04766
中图分类号
S [农业科学];
学科分类号
09 ;
摘要
There is an increasing global demand for probiotics because of their numerous health benefits. However, a significant percentage of commercially available probiotic products have microbial quantities that are not in accordance with their product labels. In quantifying bacteria, the viable plate count is the standard method but is considered laborious and time-consuming. We demonstrate the use of an attenuated total reflectance-Fourier transform infrared (ATR-FTIR) spectroscopy coupled with chemometrics to quantify a pure culture of Lactobacillus reuteri (L. reuteri) ProTectis grown in deMan, Rogosa, and Sharpe broth. The chemometric partial least-squares model generated was able to accurately quantify viable plate count (VPC) (root-mean-square error of cross-validation (RMSECV) = 0.115 log CFU mL(-1), root-mean-square error of prediction (RMSEP) = 0.145 log CFU mL(-1), R-2 = 0.982). These results provide proof of concept for this quantification technique and can potentially be developed and applied for the quantification of L. reuteri ProTectis in food products.
引用
收藏
页码:19101 / 19110
页数:10
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