Vincenzo Condello, William R Doerfler, Alyaksandr V Nikitski, Daniel M Spagnolo, Ian J Fornal, Gavin M Schmidt, Abigail I Wald, Marina N Nikiforova, Yuri E Nikiforov
{"title":"与ras突变甲状腺肿瘤侵袭相关的基因表达改变及其潜在的诊断和治疗价值。","authors":"Vincenzo Condello, William R Doerfler, Alyaksandr V Nikitski, Daniel M Spagnolo, Ian J Fornal, Gavin M Schmidt, Abigail I Wald, Marina N Nikiforova, Yuri E Nikiforov","doi":"10.1530/ETJ-25-0022","DOIUrl":null,"url":null,"abstract":"<p><strong>Introduction: </strong>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.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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.</p><p><strong>Conclusions: </strong>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.</p>","PeriodicalId":12159,"journal":{"name":"European Thyroid Journal","volume":" ","pages":""},"PeriodicalIF":3.5000,"publicationDate":"2025-06-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12152851/pdf/","citationCount":"0","resultStr":"{\"title\":\"Alterations in gene expression associated with invasion of RAS-mutant thyroid tumors and their potential diagnostic and therapeutic utility.\",\"authors\":\"Vincenzo Condello, William R Doerfler, Alyaksandr V Nikitski, Daniel M Spagnolo, Ian J Fornal, Gavin M Schmidt, Abigail I Wald, Marina N Nikiforova, Yuri E Nikiforov\",\"doi\":\"10.1530/ETJ-25-0022\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Introduction: </strong>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.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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.</p><p><strong>Conclusions: </strong>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.</p>\",\"PeriodicalId\":12159,\"journal\":{\"name\":\"European Thyroid Journal\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":3.5000,\"publicationDate\":\"2025-06-10\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12152851/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"European Thyroid Journal\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1530/ETJ-25-0022\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/6/1 0:00:00\",\"PubModel\":\"Print\",\"JCR\":\"Q2\",\"JCRName\":\"ENDOCRINOLOGY & METABOLISM\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"European Thyroid Journal","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1530/ETJ-25-0022","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/6/1 0:00:00","PubModel":"Print","JCR":"Q2","JCRName":"ENDOCRINOLOGY & METABOLISM","Score":null,"Total":0}
Alterations in gene expression associated with invasion of RAS-mutant thyroid tumors and their potential diagnostic and therapeutic utility.
Introduction: 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.
Methods: 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.
Results: 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.
Conclusions: 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.
期刊介绍:
The ''European Thyroid Journal'' publishes papers reporting original research in basic, translational and clinical thyroidology. Original contributions cover all aspects of the field, from molecular and cellular biology to immunology and biochemistry, from physiology to pathology, and from pediatric to adult thyroid diseases with a special focus on thyroid cancer. Readers also benefit from reviews by noted experts, which highlight especially active areas of current research. The journal will further publish formal guidelines in the field, produced and endorsed by the European Thyroid Association.