A robust biomarker of differential correlations improves the diagnosis of cytologically indeterminate thyroid cancers

被引:24
作者
Gomez-Rueda, Hugo [1 ]
Palacios-Corona, Rebeca [2 ]
Gutierrez-Hermosillo, Hugo [3 ]
Trevino, Victor [1 ]
机构
[1] Tecnol Monterrey, Sch Med, Dept Res & Innovat, Bioinformat Res Grp, Av Morones Prieto 3000 Poniente, Monterrey 64710, Nuevo Leon, Mexico
[2] Inst Mexicano Seguro Social, Northeastern Biomed Res Ctr, Monterrey 64720, Nuevo Leon, Mexico
[3] Hosp Aranda de la Parra, Inst Mexicano Seguro Social, Dept Geriatr, UMAE CMN Bajio 1, Guanajuato 37000, Mexico
关键词
biomarker; diagnostic; indeterminate; thyroid; FINE-NEEDLE-ASPIRATION; GENE-EXPRESSION; NODULES; BENIGN; CLASSIFICATION; AFIRMA; DISCOVERY; SELECTION; PITFALLS; DECISION;
D O I
10.3892/ijmm.2016.2534
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
The fine-needle aspiration of thyroid nodules and subsequent cytological analysis is unable to determine the diagnosis in 15 to 30% of thyroid cancer cases; patients with indeterminate cytological results undergo diagnostic surgery which is potentially unnecessary. Current gene expression biomarkers based on well-determined cytology are complex and their accuracy is inconsistent across public datasets. In the present study, we identified a robust biomarker using the differences in gene expression values specifically from cytologically indeterminate thyroid tumors and a powerful multivariate search tool coupled with a nearest centroid classifier. The biomarker is based on differences in the expression of the following genes: CCND1, CLDN16, CPE, LRP1B, MAGI3, MAPK6, MATN2, MPPED2, PFKFB2, PTPRE, PYGL, SEMA3D, SERGEF, SLC4A4 and TIMP1. This 15-gene biomarker exhibited superior accuracy independently of the cytology in six datasets, including The Cancer Genome Atlas (TCGA) thyroid dataset. In addition, this biomarker exhibited differences in the correlation coefficients between benign and malignant samples that indicate its discriminatory power, and these 15 genes have been previously related to cancer in the literature. Thus, this 15-gene biomarker provides advantages in clinical practice for the effective diagnosis of thyroid cancer.
引用
收藏
页码:1355 / 1362
页数:8
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