Triglyceride dependent differentiation of obesity in adipose tissues by FTIR spectroscopy coupled with chemometrics

被引:20
作者
Baloglu, Fatma Kucuk [1 ]
Baloglu, Onur [1 ]
Heise, Sebastian [2 ]
Brockmann, Gudrun [2 ]
Severcan, Feride [1 ]
机构
[1] Middle East Tech Univ, Dept Biol Sci, TR-06531 Ankara, Turkey
[2] Humboldt Univ, Dept Breeding Biol & Mol Genet, Berlin, Germany
关键词
Obesity; Adipose Tissue; Diagnosis; FTIR Spectroscopy; Principal Component Analysis; Hierarchical Cluster Analysis; TRANSFORM-INFRARED-SPECTROSCOPY; TOTAL-BODY FAT; INSULIN-RESISTANCE; RISK-FACTORS; MICROSPECTROSCOPY; METABOLISM; DIAGNOSIS; DISCRIMINATION; CLASSIFICATION; IDENTIFICATION;
D O I
10.1002/jbio.201600223
中图分类号
Q5 [生物化学];
学科分类号
070307 [化学生物学];
摘要
The excess deposition of triglycerides in adipose tissue is the main reason of obesity and causes excess release of fatty acids to the circulatory system resulting in obesity and insulin resistance. Body mass index and waist circumference are not precise measure of obesity and obesity related metabolic diseases. Therefore, in the current study, it was aimed to propose triglyceride bands located at 1770-1720 cm(-1) spectral region as a more sensitive obesity related biomarker using the diagnostic potential of Fourier Transform Infrared (FTIR) spectroscopy in subcutaneous (SCAT) and visceral (VAT) adipose tissues. The adipose tissue samples were obtained from 10 weeks old male control (DBA/2J) (n = 6) and four different obese BFMI mice lines (n = 6 per group). FTIR spectroscopy coupled with hierarchical cluster analysis (HCA) and principal component analysis (PCA) was applied to the spectra of triglyceride bands as a diagnostic tool in the discrimination of the samples. Successful discrimination of the obese, obesity related insulin resistant and control groups were achieved with high sensitivity and specificity. The results revealed the power of FTIR spectroscopy coupled with chemometric approaches in internal diagnosis of abdominal obesity based on the spectral differences in the triglyceride region that can be used as a spectral marker.
引用
收藏
页码:1345 / 1355
页数:11
相关论文
共 80 条
[1]
Triacylglycerol metabolism in adipose tissue [J].
Ahmadian, Mayam ;
Duncan, Robin E. ;
Jaworski, Kathy ;
Sarkadi-Nagy, Eszter ;
Sul, Hei Sook .
FUTURE LIPIDOLOGY, 2007, 2 (02) :229-237
[2]
Akabas S., 2012, TXB OBESITY BIOL PSY, P5
[3]
Bone Marrow Mesenchymal Stem Cells in Patients with Beta Thalassemia Major: Molecular Analysis with Attenuated Total Reflection-Fourier Transform Infrared Spectroscopy Study as a Novel Method [J].
Aksoy, Ceren ;
Guliyev, Ali ;
Kilic, Emine ;
Uckan, Duygu ;
Severcan, Feride .
STEM CELLS AND DEVELOPMENT, 2012, 21 (11) :2000-2011
[4]
Alderete T. L., 2005, INT J OBESITY, V39, P1
[5]
Andrus PGL, 1998, BIOSPECTROSCOPY, V4, P37, DOI 10.1002/(SICI)1520-6343(1998)4:1<37::AID-BSPY4>3.0.CO
[6]
2-P
[7]
[Anonymous], 2010, SYNTHESIS LECT DATA
[8]
Azizian C. W. Hormoz, 2003, AZIZIAN CWH, Patent No. CA2404891
[9]
Fourier transform near infrared spectroscopy: A newly developed, non-invasive method to measure body fat [J].
Azizian, H. ;
Kramer, J. K. G. ;
Heymsfield, S. B. ;
Winsborough, S. .
LIPIDS, 2008, 43 (01) :97-103
[10]
Baloglu FK, 2015, ANALYST, V140, P2205, DOI [10.1039/c4an02008a, 10.1039/C4AN02008A]