MicroRNA expression profile helps to distinguish benign nodules from papillary thyroid carcinomas starting from cells of fine-needle aspiration

被引:77
作者
Agretti, Patrizia [1 ]
Ferrarini, Eleonora [1 ]
Rago, Teresa [1 ]
Candelieri, Antonio [4 ]
De Marco, Giuseppina [1 ]
Dimida, Antonio [1 ]
Niccolai, Filippo [1 ]
Molinaro, Angelo [1 ]
Di Coscio, Giancarlo [2 ,3 ]
Pinchera, Aldo [1 ]
Vitti, Paolo [1 ]
Tonacchera, Massimo [1 ]
机构
[1] Univ Pisa, Res Ctr Excellence AmbiSEN, Dept Endocrinol, I-56124 Pisa, Italy
[2] Univ Pisa, Dept Oncol, Sect Cytopathol, I-56124 Pisa, Italy
[3] Univ Hosp Pisa, Pisa, Italy
[4] Univ Calabria, Dept Elect Informat & Systemist, Lab Decis Engn & Hlth Care Delivery, I-87036 Cosenza, Italy
关键词
BIOPSY; DIAGNOSIS; CYTOLOGY; CANCER; MANAGEMENT; SIGNATURE; TUMORS; STATE;
D O I
10.1530/EJE-12-0400
中图分类号
R5 [内科学];
学科分类号
100201 [内科学];
摘要
Objective: MicroRNAs (miRNAs) are small endogenous noncoding RNAs that pair with target messengers regulating gene expression. Changes in miRNA levels occur in thyroid cancer. Fine-needle aspiration (FNA) with cytological evaluation is the most reliable tool for malignancy prediction in thyroid nodules, but cytological diagnosis remains undetermined for 20% of nodules. Design: In this study, we evaluated the expression of seven miRNAs in benign nodules, papillary thyroid carcinomas (PTCs), and undetermined nodules at FNA. Methods: The prospective study included 141 samples obtained by FNA of thyroid nodules from 138 patients. miRNA expression was evaluated by quantitative RT-PCR and statistical analysis of data was performed. Genetic analysis of codon 600 of BRAF gene was also performed. Results: Using data mining techniques, we obtained a criterion to classify a nodule as benign or malignant on the basis of miRNA expression. The decision model based on the expression of miR-146b, miR-155, and miR-221 was valid for 86/88 nodules with determined cytology (97.73%), and adopting cross-validation techniques we obtained a reliability of 78.41%. The prediction was valid for 31/53 undetermined nodules with 16 false-positive and six false-negative predictions. The mutated form V600E of BRAF gene was demonstrated in 19/43 PTCs and in 1/53 undetermined nodules. Conclusions: The expression profiles of three miRNAs allowed us to distinguish benign from PTC starting from FNA. When the assay was applied to discriminate thyroid nodules with undetermined cytology, a low sensitivity and specificity despite the low number of false-negative predictions was obtained, limiting the practical interest of the method.
引用
收藏
页码:393 / 400
页数:8
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