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
  • [41] Rapid screening of tuna samples for food safety issues related to histamine content using fourier-transform mid-infrared (FT-MIR) and chemometrics
    Sanchez-Parra, Monica
    Pierna, Juan Antonio Fernandez
    Baeten, Vincent
    Munoz-Redondo, Jose Manuel
    Ordonez-Diaz, Jose Luis
    Moreno-Rojas, Jose Manuel
    JOURNAL OF FOOD ENGINEERING, 2024, 379
  • [42] Gas Measurement Using Static Fourier Transform Infrared Spectrometers
    Koehler, Michael H.
    Schardt, Michael
    Rauscher, Markus S.
    Koch, Alexander W.
    SENSORS, 2017, 17 (11):
  • [43] Fourier Transform Infrared Spectroscopy and Photoacoustic Spectroscopy for Saliva Analysis
    Mikkonen, Jopi J. W.
    Raittila, Jussi
    Rieppo, Lassi
    Lappalainen, Reijo
    Kullaa, Arja M.
    Myllymaa, Sami
    APPLIED SPECTROSCOPY, 2016, 70 (09) : 1502 - 1510
  • [44] Quantitative analysis of polyethylene blends by Fourier transform infrared spectroscopy
    Cran, MJ
    Bigger, SW
    APPLIED SPECTROSCOPY, 2003, 57 (08) : 928 - 932
  • [45] A fast progressive spectrum denoising combined with partial least squares algorithm and its application in online Fourier transform infrared quantitative analysis
    Zhang, Genwei
    Peng, Silong
    Cao, Shuya
    Zhao, Jiang
    Xie, Qiong
    Han, Quanjie
    Wu, Yifan
    Huang, Qibin
    ANALYTICA CHIMICA ACTA, 2019, 1074 : 62 - 68
  • [46] Adulterants interference on Fourier Transform Infrared analysis of raw milk
    Ribeiro, D. C. S. Z.
    Tavares, W. L. F.
    Leite, M. O.
    Cerqueira, M. O. P.
    Lima, J. S.
    Ferreira, L. F.
    Feijo, F. A. C.
    Haddad, J. P.
    Fonseca, L. M.
    ARQUIVO BRASILEIRO DE MEDICINA VETERINARIA E ZOOTECNIA, 2018, 70 (05) : 1649 - 1654
  • [47] Diagnosis of malignant pleural mesothelioma from pleural fluid by Fourier transform-infrared spectroscopy coupled with chemometrics
    Abbas, Sherif
    Ozek, Nihal Simsek
    Emri, Salih
    Koksal, Deniz
    Severcan, Mete
    Severcan, Feride
    JOURNAL OF BIOMEDICAL OPTICS, 2018, 23 (10)
  • [48] Analysis of infrared radiation emitted by moxibustion devices made of different materials using Fourier transform infrared spectroscopy
    Zhang, Jiachen
    He, Jing
    Shuang, Shuang
    Shi, Yuqing
    Han, Li
    Hui, Xin
    Ouyang, Xiali
    Zhu, Jingyi
    Wang, Zhongyu
    Zhao, Baixiao
    He, Rui
    HELIYON, 2024, 10 (12)
  • [49] Comprehensive quality assessment for Rhizoma Coptidis based on quantitative and qualitative metabolic profiles using high performance liquid chromatography, Fourier transform near-infrared and Fourier transform mid-infrared combined with multivariate statistical analysis
    Qi, Luming
    Ma, Yuntong
    Zhong, Furong
    Shen, Chan
    JOURNAL OF PHARMACEUTICAL AND BIOMEDICAL ANALYSIS, 2018, 161 : 436 - 443
  • [50] Rapid and Nondestructive Forensic Identification of Tire Particles by Attenuated Total Reflectance - Fourier Transform Infrared Spectroscopy and Chemometrics
    He, Xinlong
    Wang, Jifen
    ANALYTICAL LETTERS, 2020, 53 (05) : 714 - 734