Condello Vincenzo, Doerfler William R, Nikitski Alyaksandr V, Spagnolo Daniel M, Fornal Ian J, Schmidt Gavin M, Wald Abigail I, Nikiforova Marina N, Nikiforov Yuri E
Eur Thyroid J. 2025 Jun 10;14(3). doi: 10.1530/ETJ-25-0022. Print 2025 Jun 1.
Mutations of RAS genes are detected in a spectrum of follicular-patterned thyroid tumors. Preoperative prediction of invasive cancers based on the presence of RAS mutation alone is challenging because non-invasive and invasive tumors tend to have similar sonographic and cytologic features. The aim of this study was to perform clinicopathologic and molecular analyses of RAS-mutant tumors, identify molecular and clinical markers associated with invasiveness, and determine their diagnostic and therapeutic potentials.
We collected clinicopathologic characteristics and performed RNA-seq on 48 surgically resected RAS-mutant thyroid tumors (23 non-invasive and 25 invasive). A classifier using expression data of selected invasiveness markers and clinical parameters was applied to an independent set of 54 RAS-mutant fine-needle aspiration (FNA) samples to predict invasion. Selected markers were investigated in vitro and in vivo.
On RNA-seq analysis, invasive RAS-mutant tumors showed different gene expression profiles compared to non-invasive tumors. Expression levels of six selected genes (CA12, CD44, LRP4, ECM1, FN1, and CRABP1) were associated with invasiveness on qRT-PCR. Expression levels of these genes plus nodule size predicted invasion in RAS-mutant FNA samples with 95% sensitivity and 89% specificity. siRNA silencing and chemical inhibition of CA12 reduced invasion of RAS-mutant human thyroid cells. Treatment of RAS-mutant xenografts with CA12 inhibitors arrested tumor growth.
Development of invasion in RAS-mutant tumors is associated with significant alteration in gene expression. Expression levels of six genes and nodule size may predict invasion in RAS-mutant thyroid nodules, whereas chemical inhibition of CA12 may have a potential therapeutic effect in RAS-mutant tumors.
在一系列滤泡型甲状腺肿瘤中可检测到RAS基因的突变。仅基于RAS突变的存在对侵袭性癌症进行术前预测具有挑战性,因为非侵袭性和侵袭性肿瘤往往具有相似的超声和细胞学特征。本研究的目的是对RAS突变肿瘤进行临床病理和分子分析,确定与侵袭性相关的分子和临床标志物,并评估其诊断和治疗潜力。
我们收集了48例手术切除的RAS突变甲状腺肿瘤(23例非侵袭性和25例侵袭性)的临床病理特征,并进行了RNA测序。将使用选定侵袭性标志物的表达数据和临床参数构建的分类器应用于另一组54例RAS突变细针穿刺(FNA)样本,以预测侵袭性。对选定的标志物进行体外和体内研究。
RNA测序分析显示,与非侵袭性肿瘤相比,侵袭性RAS突变肿瘤表现出不同的基因表达谱。通过qRT-PCR检测,六个选定基因(CA12、CD44、LRP4、ECM1、FN1和CRABP1)的表达水平与侵袭性相关。这些基因的表达水平加上结节大小对RAS突变FNA样本侵袭性的预测敏感性为95%,特异性为89%。CA12的siRNA沉默和化学抑制降低了RAS突变人甲状腺细胞的侵袭能力。用CA12抑制剂治疗RAS突变异种移植瘤可使肿瘤生长停滞。
RAS突变肿瘤的侵袭性发展与基因表达的显著改变有关。六个基因的表达水平和结节大小可预测RAS突变甲状腺结节的侵袭性,而CA12的化学抑制可能对RAS突变肿瘤具有潜在的治疗作用。