Evidence map›Paper›PMID 41358612›Full record

Observational studyEuropean thyroid journal2025

External validation of a microRNA thyroid classifier: a real-world prospective study.

Eduarda Gregorio Arnaut Lima, Kely Silveira Marcello, Acklei Viana, Daniel Knabben Ortellado, Gustavo Philippi de Los Santos, Jalmir Rogério Aust, Alvin Laemmel, André Wüst Zibetti, Maria Isabel Cunha Vieira Cordioli

Abstract readValidation StudyObservational Study
In one paragraph

Observational study in European thyroid journal, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Eduarda Gregorio Arnaut LimaDivision of Endocrinology, Department of Internal Medicine, Federal University of Santa Catarina, Florianópolis, Santa Catarina, Brazil.
Kely Silveira MarcelloDivision of Endocrinology, Department of Internal Medicine, Federal University of Santa Catarina, Florianópolis, Santa Catarina, Brazil.
Acklei VianaIntegrated Center for Head and Neck Surgery (NICAP), Florianópolis, Santa Catarina, Brazil.
Daniel Knabben OrtelladoIntegrated Center for Head and Neck Surgery (NICAP), Florianópolis, Santa Catarina, Brazil.
Gustavo Philippi de Los SantosIntegrated Center for Head and Neck Surgery (NICAP), Florianópolis, Santa Catarina, Brazil.
Jalmir Rogério AustIntegrated Center for Head and Neck Surgery (NICAP), Florianópolis, Santa Catarina, Brazil.
Alvin LaemmelOtorhinolaryngological Diagnostic Center (CDO), Florianópolis, Santa Catarina, Brazil.
André Wüst ZibettiDepartment of Informatics and Statistics, Federal University of Santa Catarina, Florianópolis, Santa Catarina, Brazil.
Maria Isabel Cunha Vieira CordioliDivision of Endocrinology, Department of Internal Medicine, Federal University of Santa Catarina, Florianópolis, Santa Catarina, Brazil.ORCID 0000-0001-5179-6916

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Thyroid nodules are common, affecting approximately 50% of individuals. These nodules are often discovered incidentally and exhibit benign characteristics. Following a suspicious ultrasound, a fine-needle aspiration biopsy (FNAB) is performed to assess the risk of malignancy. However, approximately 30% of cases are classified as indeterminate by cytology. In response, the development of molecular tests has refined malignancy risk assessment and reduced the need for diagnostic surgeries. Objective: To independently evaluate the real-world clinical utility and the diagnostic performance of a microRNA-based molecular test (mir-THYpe full) in improving diagnostic accuracy and avoiding unnecessary surgeries in indeterminate thyroid nodules. Methods: This is the first external, independent, prospective, real-world, observational, and non-interventional validation study of this molecular classifier. A total of 256 patients with nodules classified as Bethesda III/IV were analyzed. Results: The test was positive for malignancy in 90 patients, 79 (90%) of whom underwent surgery. Of the 158 test-negative nodules, 7 (4.4%) underwent thyroidectomy. The test demonstrated a sensitivity of 83.0%, a specificity of 83.5%, a positive predictive value of 62.8%, and a negative predictive value of 93.6%. Conclusions: The mir-THYpe full molecular test supported 95.5% of clinical decisions when negative and 89.8% when positive, reducing surgery rates by 79.5%. Therefore, the integration of this microRNA-based classifier into clinical practice represents a valuable tool in managing indeterminate thyroid nodules, reducing unnecessary thyroidectomies, and conserving valuable healthcare resources.

Indexed as

MicroRNAsThyroid NeoplasmsThyroid NoduleAdultAgedBiopsy, Fine-NeedleFemaleHumansMaleMiddle AgedProspective StudiesSensitivity and SpecificityThyroidectomyThyroid GlandMicroRNAsmicroRNAthyroid cancerthyroid molecular testthyroid nodule

Identifiers

PMID41358612
PMCPMC12720197

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Registered trials

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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.