Retrospective analysis of cancer-specific gene expression panel for thyroid fine needle aspiration specimens

J Cancer Res Clin Oncol. 2021 Oct;147(10):2983-2991. doi: 10.1007/s00432-021-03706-3. Epub 2021 Jun 24.

Abstract

Background: While molecular testing is a promising strategy for preoperative assessment of cytologically indeterminate thyroid nodules, thyroid fine needle aspiration biopsy (FNA) presents unique challenges for molecular assays, including contaminating peripheral blood mononuclear cells (PBMC) and variable numbers of evaluable epithelial thyroid cells. Moreover, the newly recognized entity, noninvasive follicular thyroid neoplasm with papillary-like nuclear features (NIFTP), has added an additional challenge to the currently available molecular diagnostic platforms. New diagnostic tools are still needed to correctly distinguish benign and malignant thyroid nodules preoperatively.

Methods: Twenty-two transcript splice variants from 12 genes we previously identified as discriminating benign from malignant thyroid nodules were characterized in 80 frozen thyroid tumors from 8 histological subtypes. Isoforms detectable in PBMC were excluded, and the 5 most discriminating isoforms were further validated by real-time quantitative PCR (qPCR) on intraoperative FNA samples from 59 malignant tumors, 55 benign nodules, and 23 NIFTP samples. The qPCR threshold cycle values for each transcript were normalized to the thyrocyte-specific thyroid peroxidase isoform 1 (TPO1) and z-transformed. Receiver operating characteristic (ROC) analyses of the composite transcript scores were used to evaluate classification of thyroid FNAs by the 5-gene isoform expression panel.

Results: A molecular signature was developed by combining expression levels of specific isoforms of CDH3, FNDC4, HMGA2, KLK7, and PLAG1. FNAs containing at least 12-36 thyrocytes were sufficient for this assay. The 5-gene composite score achieved an area under the ROC curve (AUC) of 0.86 for distinguishing malignant from benign nodules, with a specificity of 91%, sensitivity of 75%, negative predictive value of 91%, and positive predictive value of 74%.

Conclusion: Our newly developed 5-gene isoform expression panel distinguishes benign from malignant thyroid tumors and, may help distinguish benign from malignant thyroid nodules in the context of the new NIFTP subtype.

Keywords: Fine needle aspiration; Indeterminate cytology; Molecular test; Thyrocyte-specific gene expression; Thyroid cancer.

MeSH terms

  • Adolescent
  • Adult
  • Aged
  • Aged, 80 and over
  • Biomarkers, Tumor / genetics
  • Biomarkers, Tumor / metabolism*
  • Biopsy, Fine-Needle
  • Female
  • Follow-Up Studies
  • Humans
  • Leukocytes, Mononuclear / metabolism
  • Leukocytes, Mononuclear / pathology*
  • Male
  • Middle Aged
  • Molecular Diagnostic Techniques
  • Prognosis
  • Retrospective Studies
  • Thyroid Cancer, Papillary / genetics
  • Thyroid Cancer, Papillary / pathology*
  • Thyroid Cancer, Papillary / surgery
  • Thyroid Neoplasms / genetics
  • Thyroid Neoplasms / pathology*
  • Thyroid Neoplasms / surgery
  • Thyroid Nodule / genetics
  • Thyroid Nodule / pathology*
  • Thyroid Nodule / surgery
  • Young Adult

Substances

  • Biomarkers, Tumor