Toward the Reliable Diagnosis of Indeterminate Thyroid Lesions: A HRMAS NMR-Based Metabolomics Case of Study

被引:48
作者
Torregrossa, Liborio [1 ]
Shintu, Laetitia [2 ]
Chandran, Jima Nambiath [2 ]
Tintaru, Aura [3 ]
Ugolini, Clara [1 ]
Magalhaes, Alvicler [4 ,5 ]
Basolo, Fulvio [1 ]
Miccoli, Paolo [1 ]
Caldarelli, Stefano [2 ,6 ]
机构
[1] Univ Pisa, Dept Surg, I-56100 Pisa, Italy
[2] Aix Marseille Univ, Inst Sci Mol Marseille, CNRS, UMR 7313,iSm2, F-13397 Marseille 20, France
[3] Aix Marseille Univ, Inst Chim Radicalaire, CNRS, UMR 7273,Equipe SACS, F-13397 Marseille 20, France
[4] Univ Estadual Campinas, Dept Quim Inorgan, Inst Quim, BR-13083970 Campinas, SP, Brazil
[5] Univ Estadual Campinas, INCT Bioanalit, BR-13083970 Campinas, SP, Brazil
[6] CNRS, Inst Chim Subst Nat, UPR 2301, F-91198 Gif Sur Yvette, France
关键词
metabolomics; thyroid cancer; HRMAS NMR; indeterminate; NEEDLE-ASPIRATION BIOPSY; PROTON-MAGNETIC-RESONANCE; CYTOLOGICAL FINDINGS; MUTATION ANALYSIS; BLOOD-PLASMA; CANCER; CARCINOMA; NODULES; SPECTROSCOPY; MANAGEMENT;
D O I
10.1021/pr300105e
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Cytological analysis of thyroid nodules detected using ultrasound-guided fine-needle aspiration technique is an efficient method for the diagnosis of well-differenciated tumors such as papillary thyroid carcinoma. However, for between 10 to 30% of all the nodules, the cytological analysis based on fine-needle aspiration biopsies leads to an "indeterminated" identification. Consequently, a surgical excision is then necessary for a definite histological diagnosis of the lesions, resulting in 85% of the patient with indeterminated nodules undergoing unnecessary surgery since their tumor is finally diagnosed as benign. In this work, we discuss how HRMAS H-1 NMR-based metabolomics could be a complementary tool for the diagnosis of these elusive cases. We first showed that our approach was able to discriminate clearly any types of thyroid lesions from healthy tissues. Then we proceeded to demonstrate that the information produced by H-1 HRMAS NMR spectra differentiate tumors according to their malignancy grade, even when they belong to the "indeterminate" category. Analysis of the discriminating spectral area in this last case points out toward a possible increase of phenylalanine, taurine, and lactate and a decrease of choline and choline derivatives, myo- and scyllo-inositol in the malignant tumors compared to the benign ones.
引用
收藏
页码:3317 / 3325
页数:9
相关论文
共 45 条
[1]  
[Anonymous], 2004, WHO CLASSIFICATION T
[2]  
[Anonymous], CLIN CANC RES
[3]  
[Anonymous], CANCER
[4]  
[Anonymous], 2010, UNDERSTANDING NMR SP
[5]   Galectin-3-expression analyses in the surgical selection of follicular thyroid nodules with indeterminate fine-needle aspiration cytology: a prospective multicentre study [J].
Bartolazzi, Armando ;
Orlandi, Fabio ;
Saggiorato, Enrico ;
Volante, Marco ;
Arecco, Federico ;
Rossetto, Ruth ;
Palestini, Nicola ;
Ghigo, Ezio ;
Papotti, Mauro ;
Bussolati, Gianni ;
Martegani, Marco Paolo ;
Pantellini, Federico ;
Carpi, Angelo ;
Giovagnoli, Maria Rosario ;
Monti, Salvatore ;
Toscana, Vincenzo ;
Sciacchitano, Salvatore ;
Pennelli, Gian Maria ;
Mian, Caterina ;
Pelizzo, Maria Rosa ;
Rugge, Massimo ;
Troncone, Giancarlo ;
Palombini, Lucia ;
Chiappetta, Gennaro ;
Botti, Gerardo ;
Vecchione, Aldo ;
Bellocco, Rino .
LANCET ONCOLOGY, 2008, 9 (06) :543-549
[7]   Elevated tumor lactate concentrations predict for an increased risk of metastases in head-and-neck cancer [J].
Brizel, DM ;
Schroeder, T ;
Scher, RL ;
Walenta, S ;
Clough, RW ;
Dewhirst, MW ;
Mueller-Klieser, W .
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2001, 51 (02) :349-353
[8]   Quantitative and qualitative differences in protein expression between papillary thyroid carcinoma and normal thyroid tissue [J].
Brown, Lewis M. ;
Helmke, Steve M. ;
Hunsucker, Stephen W. ;
Netea-Maier, Romana T. ;
Chiang, Simon A. ;
Heinz, David E. ;
Shroyer, Kenneth R. ;
Duncan, Mark W. ;
Haugen, Bryan R. .
MOLECULAR CARCINOGENESIS, 2006, 45 (08) :613-626
[9]   Continuing controversies in the management of thyroid nodules [J].
Castro, MR ;
Gharib, H .
ANNALS OF INTERNAL MEDICINE, 2005, 142 (11) :926-931
[10]   Metabolic Profiling of Human Colorectal Cancer Using High-Resolution Magic Angle Spinning Nuclear Magnetic Resonance (HR-MAS NMR) Spectroscopy and Gas Chromatography Mass Spectrometry (GC/MS) [J].
Chan, Eric Chun Yong ;
Koh, Poh Koon ;
Mal, Mainak ;
Cheah, Peh Yean ;
Eu, Kong Weng ;
Backshall, Alexandra ;
Cavill, Rachel ;
Nicholson, Jeremy K. ;
Keun, Hector C. .
JOURNAL OF PROTEOME RESEARCH, 2009, 8 (01) :352-361