Application of Attenuated Total Reflectance-Fourier Transform Infrared (ATR-FTIR) spectroscopy coupled with chemometrics for detection and quantification of formalin in cow milk
机构:
Vienna Int Ctr, Food & Environm Protect Lab, Int Atom Energy Agcy, POB 100, A-1400 Vienna, AustriaUniv Delhi, Dept Zool, Soil Microbial Ecol & Environm Toxicol Lab, Delhi 110007, India
Kelly, Simon
[2
]
Cannavan, Andrew
论文数: 0引用数: 0
h-index: 0
机构:
Vienna Int Ctr, Seibersdorf Lab, Int Atom Energy Agcy, POB 100, A-1400 Vienna, AustriaUniv Delhi, Dept Zool, Soil Microbial Ecol & Environm Toxicol Lab, Delhi 110007, India
Milk is the best and cheapest source of nutrition and hence adulteration in milk is done to gain economic benefit. Formalin has been added illegitimately in order to increase the shelf life of milk. Fourier transform infrared (FTIR) spectroscopy coupled with multivariate chemometrics was evaluated as a quick quality monitoring method for the qualitative and quantitative analysis of formalin in cow milk. Spectra of pure and adulterated milk (0.5-5 % v/v) were acquired in the wavenumber range of 4000 - 400 cm(-1) using ATR-FTIR. Principal component analysis (PCA) showed well separated clusters allowing discrimination of pure samples from adulterated samples. Soft Independent Modelling of Class Analogy (SIMCA) approach was applied for the classification of WA samples which showed 100 % classification efficiency. Partial least squares (PLS) regression and Principle component regression (PCR) models were established to quantify the level of formalin in milk using normal, 1s t derivative and 2nd derivative spectra. PLSR model for normal spectra showed best prediction as compared to PCR with coefficient of determination (R-2) of 0.977 for calibration and 0.985 for validation. This method has a sensitivity of 0.5 % level of formalin adulteration.
机构:
Univ Modena & Reggio Emilia, Dept Life Sci, Via G Campi 103, I-41125 Modena, ItalyUniv Modena & Reggio Emilia, Dept Life Sci, Via G Campi 103, I-41125 Modena, Italy
Truzzi, Eleonora
Marchetti, Lucia
论文数: 0引用数: 0
h-index: 0
机构:
Univ Modena & Reggio Emilia, Dept Life Sci, Via G Campi 103, I-41125 Modena, Italy
Univ Modena & Reggio Emilia, Doctorate Sch Clin & Expt Med CEM, I-41125 Modena, ItalyUniv Modena & Reggio Emilia, Dept Life Sci, Via G Campi 103, I-41125 Modena, Italy
Marchetti, Lucia
Bertelli, Davide
论文数: 0引用数: 0
h-index: 0
机构:
Univ Modena & Reggio Emilia, Dept Life Sci, Via G Campi 103, I-41125 Modena, ItalyUniv Modena & Reggio Emilia, Dept Life Sci, Via G Campi 103, I-41125 Modena, Italy
Bertelli, Davide
Benvenuti, Stefania
论文数: 0引用数: 0
h-index: 0
机构:
Univ Modena & Reggio Emilia, Dept Life Sci, Via G Campi 103, I-41125 Modena, ItalyUniv Modena & Reggio Emilia, Dept Life Sci, Via G Campi 103, I-41125 Modena, Italy
机构:Central Institute of Post-harvest Engineering & Technology (CIPHET),Principal Scientist & Head (Agricultural Structures and Environmental Control Division)
Shyam Narayan Jha
Pranita Jaiswal
论文数: 0引用数: 0
h-index: 0
机构:Central Institute of Post-harvest Engineering & Technology (CIPHET),Principal Scientist & Head (Agricultural Structures and Environmental Control Division)
Pranita Jaiswal
Anjan Borah
论文数: 0引用数: 0
h-index: 0
机构:Central Institute of Post-harvest Engineering & Technology (CIPHET),Principal Scientist & Head (Agricultural Structures and Environmental Control Division)
Anjan Borah
Anuj Kumar Gautam
论文数: 0引用数: 0
h-index: 0
机构:Central Institute of Post-harvest Engineering & Technology (CIPHET),Principal Scientist & Head (Agricultural Structures and Environmental Control Division)
Anuj Kumar Gautam
Neha Srivastava
论文数: 0引用数: 0
h-index: 0
机构:Central Institute of Post-harvest Engineering & Technology (CIPHET),Principal Scientist & Head (Agricultural Structures and Environmental Control Division)
Neha Srivastava
Food and Bioprocess Technology,
2015,
8
: 926
-
933