Evidence map›Paper›PMID 40440326›Full record

ArticleEuropean thyroid journal2025

Alterations in gene expression associated with invasion of RAS-mutant thyroid tumors and their potential diagnostic and therapeutic utility.

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

Abstract read
In one paragraph

Article in European thyroid journal, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Vincenzo CondelloDepartment of Pathology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.ORCID https://orcid.org/0000-0003-4569-5398
William R DoerflerDivision of Endocrinology, Diabetes and Metabolism, Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.ORCID https://orcid.org/0000-0003-2439-6786
Alyaksandr V NikitskiDepartment of Pathology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.ORCID https://orcid.org/0000-0001-6486-667X
Daniel M SpagnoloDepartment of Pathology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.ORCID https://orcid.org/0000-0002-1660-6096
Ian J FornalDepartment of Pathology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.ORCID https://orcid.org/0009-0006-4930-6715
Gavin M SchmidtDepartment of Pathology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.ORCID https://orcid.org/0009-0009-6404-5762
Abigail I WaldDepartment of Pathology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.ORCID https://orcid.org/0000-0003-0621-5312
Marina N NikiforovaDepartment of Pathology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.ORCID https://orcid.org/0000-0001-9976-9378
Yuri E NikiforovDepartment of Pathology, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.ORCID https://orcid.org/0000-0002-2239-1095

Funding

T32 Research Training in Diabetes and EndocrinologyT32DK007052 · NIDDK · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI ROBERT M O'DOHERTY · 1986 to 2026
$6.3M
ALK Rearrangements in Aggressive Thyroid CancerR01CA181150 · NCI · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI NIKIFOROV, YURI E · 2014 to 2024
$3.3M
NCI NIH HHS R01 CA181150NIDDK NIH HHS T32 DK007052
6 · The paper itself

Abstract

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.

Indexed as

Thyroid NeoplasmsAdultAgedAnimalsBiomarkers, TumorBiopsy, Fine-NeedleCell Line, TumorFemaleFibronectinsGene Expression Regulation, NeoplasticHumansHyaluronan ReceptorsMaleMiceMiddle AgedMutationBiomarkers, TumorCD44 protein, humanFibronectinsFN1 protein, humanHyaluronan Receptorscarbonic anhydrase inhibitorsfollicular neoplasmsinvasiveness markersRAS

Identifiers

PMID40440326
PMCPMC12152851

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.