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通过傅里叶变换红外光谱结合化学计量学研究脂肪组织中甘油三酯依赖性肥胖分化

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

作者信息

Kucuk Baloglu Fatma, Baloglu Onur, Heise Sebastian, Brockmann Gudrun, Severcan Feride

机构信息

Department of Biological Sciences, Middle East Technical University, 06531, Ankara, Turkey.

Department of Breeding Biology and Molecular Genetics, Humboldt Universitatzu Berlin, Berlin, Germany.

出版信息

J Biophotonics. 2017 Oct;10(10):1345-1355. doi: 10.1002/jbio.201600223. Epub 2017 Jan 27.

Abstract

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 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.

摘要

脂肪组织中甘油三酯的过量沉积是肥胖的主要原因,并导致脂肪酸过度释放到循环系统中,从而导致肥胖和胰岛素抵抗。体重指数和腰围并不是肥胖及肥胖相关代谢疾病的精确衡量指标。因此,在本研究中,旨在利用傅里叶变换红外(FTIR)光谱对皮下(SCAT)和内脏(VAT)脂肪组织的诊断潜力,提出位于1770 - 1720 cm光谱区域的甘油三酯谱带作为一种更敏感的肥胖相关生物标志物。脂肪组织样本取自10周龄雄性对照(DBA/2J)小鼠(n = 6)和四种不同的肥胖BFMI小鼠品系(每组n = 6)。FTIR光谱结合层次聚类分析(HCA)和主成分分析(PCA)应用于甘油三酯谱带的光谱,作为区分样本的诊断工具。以高灵敏度和特异性成功区分了肥胖组、肥胖相关胰岛素抵抗组和对照组。结果揭示了FTIR光谱结合化学计量学方法基于甘油三酯区域的光谱差异在腹部肥胖内部诊断中的能力,该光谱差异可作为光谱标志物。

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