Application of metabolomics in prediction of lymph node metastasis in papillary thyroid carcinoma

被引:19
|
作者
Seo, Ji Won [1 ]
Han, Kyunghwa [1 ,2 ]
Lee, Jandee [3 ]
Kim, Eun-Kyung [1 ]
Moon, Hee Jung [1 ]
Yoon, Jung Hyun [1 ]
Park, Vivian Youngjean [1 ]
Baek, Hyeon-Man [4 ]
Kwak, Jin Young [1 ]
机构
[1] Yonsei Univ, Severance Hosp, Coll Med, Res Inst Radiol Sci,Dept Radiol, Seoul, South Korea
[2] Yonsei Univ, Coll Med, Ctr Clin Imaging Data Sci, Seoul, South Korea
[3] Yonsei Univ, Coll Med, Dept Surg, Seoul, South Korea
[4] Gachon Univ, Dept Biomed Engn, Incheon, South Korea
来源
PLOS ONE | 2018年 / 13卷 / 03期
基金
新加坡国家研究基金会;
关键词
FINE-NEEDLE-ASPIRATION; MAGNETIC-RESONANCE-SPECTROSCOPY; THYROGLOBULIN MEASUREMENT; BRAF MUTATION; CANCER; LACTATE; NODULES; SPECIMENS; DIAGNOSIS; SURVIVAL;
D O I
10.1371/journal.pone.0193883
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Purpose The aim of this study was to find useful metabolites to predict lymph node (LN) metastasis in patients with papillary thyroid cancer (PTC) through a metabolomics approach and investigate the potential role of metabolites as a novel prognostic marker. Materials and methods Fifty-two consecutive patients (median age: 41.5 years, range 15-74 years) were enrolled who underwent total thyroidectomy and central LN dissection with or without lateral LN dissection in Severance Hospital between October 2013 and July 2015. The study specimens were provided by the Severance Hospital Gene Bank, and consisted of PTC from each patient. The specimens were prepared for proton nuclear magnetic resonance (H-1-NMR) spectroscopy. Spectral data by H-1-NMR spectroscopy were acquired, processed, and analyzed. Patients were grouped in three ways, according to the presence of LN metastasis, central LN metastasis and lateral LN metastasis. Chi-square test and the student t-test were used to analyze categorical variables and continuous variables, respectively. The Mann-Whitney U test was used for univariate analysis of metabolites. Orthogonal projections to latent structure discriminant analysis (OPLS-DA) was used for multivariate analysis to discriminate metabolic differences between the two groups. Results Among 52 patients, 32 had central LN metastasis and 19 had lateral LN metastasis. No clinical or histopathological characteristic was significantly different for all comparisons. On univariate analysis, no metabolite showed significant difference for all comparisons. On multivariate analysis, OPLS-DA did not discriminate the presence and absence of LN metastasis. Lactate was found to be the most promising metabolite. Conclusions No metabolite could discriminate the presence of LN metastasis. However, lactate was found to be the most promising metabolite for discrimination. Further studies with larger sample sizes are needed to elucidate significant metabolites which can indicate the presence of LN metastasis in patients with PTC.
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页数:11
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