Review Article

Application of Metabolomics in Thyroid Cancer Research

Table 1

A summary of metabolomic studies performed on thyroid cancer. This table contains only references to the studies for which the number of samples was representative and the results were statistically significant.

ReferenceSource materialThyroid sample typeAnalytical methodMain results

Deja et al., 2013 [116]Thyroid tissueThyroid carcinoma; follicular adenoma; nonneoplastic nodules (hyperplastic, colloid, and cystic nodules); healthy control1H NMRDiscrimination of thyroid lesions (TC, FA, and NN) from healthy control (HC) as well as between different thyroid lesions was reported
Potential biomarkers/discriminators:
(i) TC, FA, and NN > HC: lactate, alanine, methionine, glutamine, glycine, tyrosine, phenylalanine, hypoxantine, and taurine;
(ii) TC, FA, and NN < HC: acetone, myo- and scyllo-inositol, and lipids;
(iii) FA > NN: branched chain amino acids (BCAA);
(iv) FA > NN: citrate and N-acetylated compounds;
(v) FA > TC: myo- and scyllo-inositol;
(vi) FA < TC: lactate, methionine

Miccoli et al., 2012 [55];
Torregrossa et al., 2012 [117]
Thyroid tissueThyroid carcinoma (PTC, FVPTC, FTC); follicular adenoma; nonneoplastic nodules (goiter nodule); healthy controlHRMAS NMRDiscrimination of thyroid neoplasia (TC, FA, and NN) from healthy tissues (HC) and benign (FA, NN) from malignant (TC) neoplasia was reported
Potential biomarkers/discriminators:
(i) TC > FA, NN: phenylalanine, taurine, and lactate;
(ii) TC < FA, NN: lipids, choline, phosphocholine, and scyllo- and myo-inositol;
(iii) HC > TC (PTC): lipids;
(iv) HC < TC (PTC): lactate, alanine

Guo et al., 2014 [58]Thyroid tissue
serum
Thyroid carcinoma (PTC, FTC); benign thyroid tumour (thyroid adenoma and multinodular goiter); healthy control MALDI-FTICR-IMS
MALDI-FTICR-MS
Discrimination between malignant (TC) and being (BTT) tumors, as well as healthy control (HC) was reported
Potential biomarkers/discriminators (in tissue and sera):
(i) TC, BTT versus HC: PC (34:1);
(ii) TC versus BTT: PA (36:3), SM (34:1);
(iii) TC versus BTT versus HC: PC (34:1), PA (36:3), and SM (34:1)

Ishikawa et al., 2012 [67]Thyroid tissueThyroid carcinoma (PTC); healthy controlMALDI-IMSDiscrimination between papillary thyroid carcinoma (PTC) and normal tissue (HC)
Potential biomarkers/discriminators:
(i) PTC > HC: phosphatidylcholine PC (34:1), PC (34:2), and sphingomyelin SM (34:1)

Yao et al., 2011 [118]SerumThyroid carcinoma (PTC); nonneoplastic nodules (goiter nodule); healthy controlLC/MSDiscrimination between thyroid lesions (PTC, NN) and healthy control (HC)
Potential biomarkers/discriminators:
(i) PTC > NN, HC: 3-hydroxybutyric acid;
(ii) PTC > NN: 3-hydroxybutyric acid, FFA (free fatty acids), and acetylcarnitine

TC: thyroid carcinoma; PTC: papillary thyroid carcinoma; FVPTC: follicular variant of papillary thyroid carcinoma; FTC: follicular thyroid carcinoma; FA: follicular adenoma; HC: healthy control; NN: nonneoplastic nodules; BTT: benign thyroid tumor.