Non-invasive diagnosis of papillary thyroid microcarcinoma: a NMR-based metabolomics approach.
Papillary thyroid microcarcinoma (PTMC) is a subtype of papillary thyroid carcinoma (PTC). Because its diameter is less than 10 mm, diagnosing it accurately is difficult with traditional methods such as image examinations and FNA (Fine Needle Aspiration). Investigating the metabolic changes induced by PTMC may enhance the understanding of its pathogenesis and provide important information for a new diagnosis method and treatment plan. In this study, high resolution magic angle spin (HRMAS) spectroscopy and 1H-nuclear magnetic resonance (1H-NMR) spectroscopy were used to screen metabolic changes in thyroid tissues and plasma from PTMC patients respectively. The results revealed reduced levels of fatty acids and elevated levels of several amino acids (phenylalanine, tyrosine, lactate, serine, cystine, lysine, glutamine/glutamate, taurine, leucine, alanine, isoleucine and valine) in thyroid tissues, as well as reduced levels of amino acids such as valine, tyrosine, proline, lysine, leucine and elevated levels of glucose, mannose, pyruvate and 3-hydroxybutyrate in plasma, are involved in the metabolic alterations in PTMC. In addition, a receiver operating characteristic (ROC) curve model for PTMC prediction was able to classify cases with good sensitivity and specificity using 9 significant changed metabolites in plasma. This work illustrates that the NMR-based metabolomics approach is capable of providing more sensitive diagnostic results and more systematic therapeutic information for PTMC.
Department of General Surgery, Qilu Hospital of Shandong University, Jinan 250012, P.R. China.
Jinghui
J
Lu
Department of General Surgery, Qilu Hospital of Shandong University, Jinan 250012, P.R. China.
Sanyuan
S
Hu
Department of General Surgery, University of Pisa, Pisa 56126, Italy.
Paolo
P
Miccoli
Department of General Surgery, Qilu Hospital of Shandong University, Jinan 250012, P.R. China.
Qingdong
Q
Zeng
Department of General Surgery, Qilu Hospital of Shandong University, Jinan 250012, P.R. China.
Shaozhuang
S
Liu
Medical College of Shandong University, Jinan 250012, P.R. China.
Lin
L
Ran
Department of General Surgery, Qilu Hospital of Shandong University, Jinan 250012, P.R. China.
Chunxiao
C
Hu
D000328:Adult; D019540:Area Under Curve; D014408:Biomarkers, Tumor / Q000097:blood / Q000378:metabolism*; D002291:Carcinoma, Papillary / Q000097:blood / Q000378:metabolism* / Q000473:pathology; D016022:Case-Control Studies; D005260:Female; D006801:Humans; D008297:Male; D055432:Metabolomics / Q000379:methods*; D008875:Middle Aged; D011237:Predictive Value of Tests; D011379:Prognosis; D011446:Prospective Studies; D066244:Proton Magnetic Resonance Spectroscopy; D012372:ROC Curve; D015203:Reproducibility of Results; D013964:Thyroid Neoplasms / Q000097:blood / Q000378:metabolism* / Q000473:pathology; D047368:Tumor Burden
D014408:Biomarkers, Tumor
NMR; diagnosis; metabolomics; papillary thyroid microcarcinoma