Analysis of Lard in Sausage Using Fourier Transform Infrared Spectrophotometer Combined with Chemometrics

被引:8
|
作者
Guntarti, Any [1 ]
Ahda, Mustafa [1 ]
Kusbandari, Aprilia [1 ]
Prihandoko, Satriyo W. [1 ]
机构
[1] Univ Ahmad Dahlan, Fac Pharm, Jl Prof Dr Soepomo, Jakarta 55164, Indonesia
来源
JOURNAL OF PHARMACY AND BIOALLIED SCIENCES | 2019年 / 11卷
关键词
Beef fat; Fourier transform infrared spectrophotometer; lard; partial least squares; principal component analysis; SPECTROSCOPY;
D O I
10.4103/jpbs.JPBS_209_19
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
Sausage is one of foods which must be confirmed halal to consumers. Meat is commonly used in producing sausages, especially beef. However, due to high cost of meat producer usually mixes the ingredients with other cheaper meats, such as pork. This study aimed to analyze the differences in the spectral profile of lard and beef in the sausages using Fourier transform infrared (FTIR). Lard and beef tallow was extracted using Soxhlet apparatus at +/- 70 degrees C for 6 h with n-hexane. After extraction, lard and beef tallow was evaporated. Then obtained fats were stored in eppendorf and analyzed using FTIR spectrophotometer. The results were then combined with chemometrics such as Partial least squares (PLS) for the quantitative analysis and principal component analysis (PCA) for classification. PLS and PCA analysis was performed on 12001000 cm(-1). The results of the analyzed PLS provided the linear regression equation y = 0.921x + 4.623 with R-2 = 0.985 and root-mean-square error of calibration (RMSEC) = 2.094%. External validation root-mean-square error of prediction (RMSEP) was 4.77% and internal validation root-mean-square-error cross-validation (RMSECV) was 5.12%. The results of the PCA analysis showed the classification of different quadrants between 100% pork sausage and 100% beef sausage. Thus, it can be concluded that FTIR spectroscopy method combined with chemometrics can be applied to identify the presence of pork in the sausage.
引用
收藏
页码:S594 / S600
页数:7
相关论文
共 50 条
  • [31] Analysis of Resistant Starches in Rat Cecal Contents Using Fourier Transform Infrared Photoacoustic Spectroscopy
    Anderson, Timothy J.
    Ai, Yongfeng
    Jones, Roger W.
    Houk, Robert S.
    Jane, Jay-lin
    Zhao, Yinsheng
    Birt, Diane F.
    McClelland, John F.
    JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 2013, 61 (08) : 1818 - 1822
  • [32] Analysis of Cod-Liver Oil Adulteration Using Fourier Transform Infrared (FTIR) Spectroscopy
    Rohman, Abdul
    Man, Yaakob B. Che
    JOURNAL OF THE AMERICAN OIL CHEMISTS SOCIETY, 2009, 86 (12) : 1149 - 1153
  • [33] Attenuated Total Reflection-Fourier Transform Infrared Spectroscopy (ATR-FTIR) Combined with Chemometrics Methods for the Classification of Lingzhi Species
    Wang, Yuan-Yuan
    Li, Jie-Qing
    Liu, Hong-Gao
    Wang, Yuan-Zhong
    MOLECULES, 2019, 24 (12):
  • [34] STUDY AND CLASSIFICATION OF VEGETABLE OILS USING THE FOURIER TRANSFORM INFRARED SPECTROSCOPY
    Georgieva, K.
    Petkov, P.
    Denev, Y.
    OXIDATION COMMUNICATIONS, 2013, 36 (01): : 85 - 93
  • [35] Screening Method for the Detection of Other Allergenic Nuts in Cashew Nuts Using Chemometrics and a Portable Near-Infrared Spectrophotometer
    Whei Miaw, Carolina Sheng
    Campos Martins, Mario Lucio
    Sena, Marcelo Martins
    Carvalho de Souza, Scheilla Vitorino
    FOOD ANALYTICAL METHODS, 2022, 15 (04) : 1074 - 1084
  • [36] Fourier transform infrared spectroscopy for analysis of kidney stones
    Khan, Aysha Habib
    Imran, Sheharbano
    Talati, Jamsheer
    Jafri, Lena
    INVESTIGATIVE AND CLINICAL UROLOGY, 2018, 59 (01) : 32 - 37
  • [37] Rapid Discrimination of Halal and Non-halal Pharmaceutical Excipients by Fourier Transform Infrared Spectroscopy and Chemometrics
    Razak, Nurul F. A.
    Abd Karim, Roziah H.
    Jamal, Jamia A.
    Said, Mazlina M.
    JOURNAL OF PHARMACY AND BIOALLIED SCIENCES, 2020, 12 : 752 - 757
  • [38] Determination of acid end group in Polybutylene Terepthalate using Fourier Transform near-infrared (FT-NIR) spectroscopy and chemometrics
    Sulub, Yusuf
    Kumar, Prashant
    POLYMER TESTING, 2018, 69 : 245 - 249
  • [39] Fourier Transform Infrared Spectroscopy Combined with Multivariate Calibrations for the Authentication of Avocado Oil
    Rohman, Abdul
    Windarsih, Anjar
    Riyanto, Sugeng
    Sudjadi
    Ahmad, Shahrel Ahmad Shuhel
    Rosman, Arieff Salleh
    Yusoff, Farahwahida Mohd.
    INTERNATIONAL JOURNAL OF FOOD PROPERTIES, 2016, 19 (03) : 680 - 687
  • [40] A rapid and nondestructive approach for forensic identification of car bumper splinters using attenuated total reflectance Fourier transform infrared spectroscopy and chemometrics
    Wei, Chenjie
    Wang, Jifen
    JOURNAL OF FORENSIC SCIENCES, 2021, 66 (02): : 583 - 593