Evidence map›Paper›PMID 41739856›Full record

ArticleThe Journal of clinical endocrinology and metabolism2026

Age-specific risk of malignancy in pediatric thyroid cytology: Reframing ROM based on pre-test probability.

Sule Canberk, Zubair W Baloch, Amber Isaza, Mya Bojarsky, Elena Vigliar, Anna Maria Carillo, Filippo Dello Iacovo, Claudio Bellevicine, Giancarlo Troncone, Mariana Simplício and 12 more

Abstract read
In one paragraph

Article in The Journal of clinical endocrinology and metabolism, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

22 authors.

Sule CanberkDepartment of Pathology, Faculty of Medicine, RISE-Health, University of Porto (FMUP), 4200-319 Porto, Portugal.ORCID 0000-0002-3736-1323
Zubair W BalochDepartment of Pathology and Laboratory Medicine, Children's Hospital of Philadelphia, University of Pennsylvania, Philadelphia, PA 19104, USA.
Amber IsazaDivision of Endocrinology and Diabetes, The Thyroid Center, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA.
Mya BojarskyDivision of Endocrinology and Diabetes, The Thyroid Center, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA.
Elena VigliarDepartment of Public Health, University of Naples Federico II, 80131 Naples, Italy.
Anna Maria CarilloDepartment of Public Health, University of Naples Federico II, 80131 Naples, Italy.
Filippo Dello IacovoDepartment of Public Health, University of Naples Federico II, 80131 Naples, Italy.
Claudio BellevicineDepartment of Public Health, University of Naples Federico II, 80131 Naples, Italy.
Giancarlo TronconeDepartment of Public Health, University of Naples Federico II, 80131 Naples, Italy.
Mariana SimplícioDepartment of Pathology, Faculty of Medicine, RISE-Health, University of Porto (FMUP), 4200-319 Porto, Portugal.
Helena BarrocaDepartment of Pathology, Unidade Local de Saúde de São João, 4200-319 Porto, Portugal.
Serra Zeynep AkkoyunluDepartment of Biostatistics, Istanbul Medical Faculty, Basic Medical Sciences, 34093 Istanbul, Türkiye.
Mehmet Güven GünverDepartment of Biostatistics, Istanbul Medical Faculty, Basic Medical Sciences, 34093 Istanbul, Türkiye.
Elisabete RodriguesDepartment of Endocrinology, ULS São João and Faculty of Medicine, University of Porto, 4200-319 Porto, Portugal.
João CapelaEndocrine and Neck Surgery Division, Department of Surgery, ULS São João and Faculty of Medicine, University of Porto, 4200-319 Porto, Portugal.
Vivian L WeissDepartment of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, TN 37232, USA.
Huiying WangDepartment of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, TN 37232, USA.
Ozlem AydinDepartment of Pathology, School of Medicine, Acibadem Mehmet Ali Aydinlar University, 34752 Istanbul, Turkey.
Eleni ThodouDepartment of Pathology, Faculty of Medicine, School of Health Sciences, University of Thessaly, Larissa 41500, Greece.
Hasan GücerDepartment of Pathology, School of Medicine, Recep Tayyip Erdoğan University, 53100 Rize, Turkiye.
Fernando SchmittDepartment of Pathology, Faculty of Medicine, RISE-Health, University of Porto (FMUP), 4200-319 Porto, Portugal.
Andrew J BauerDivision of Endocrinology and Diabetes, The Thyroid Center, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA.

Funding

The Children's Hospital of Philadelphia Frontier Program
6 · The paper itself

Abstract

objectivePediatric thyroid nodules are uncommon but have a higher malignancy rate than adult nodules. Existing Bethesda risk-of-malignancy (ROM) estimates are not age-stratified and are affected by verification bias. We aimed to generate age-specific ROM, likelihood ratios (LRs), and post-test malignancy probabilities for pediatric and young adult thyroid cytology.

methodsWe analysed 2728 thyroid fine-needle aspirations (FNAs) from patients aged 0-25 years across multiple tertiary centers (2000-2023). All cases were classified or reclassified using the 2023 Bethesda System and grouped into four age bands (0-8, 9-14, 15-18, and 19-25 years). We calculated lower-bound ROM (ROM overall; assuming nonoperated FNAs were benign) and surgery-only upper-bound ROM (ROM surgery; 991 of 2728 cases with histology). Age-specific pretest probabilities and Bethesda-category LRs were used to compute post-test malignancy probabilities with Bayes' theorem.

resultsAmong operated nodules, malignancy prevalence decreased with age (84.2% at 0-8 years to 64.6% at 19-25 years). Verification bias was substantial: malignancy prevalence was 24.6% (671/2728) under the lower-bound assumption but 67.7% (671/991) among surgical cases. Upper-bound ROM values were 2-10 times higher than lower-bound values across categories. Benign cytology showed low LRs (0.07-0.15), reducing post-test malignancy probability to 0-25%. Indeterminate categories showed age-related variation; for example, a follicular neoplasm diagnosis carried a ∼71% post-test risk in a 9-year-old versus ∼49% in a 24-year-old. AUS subtyping (nuclear vs other atypia) did not consistently separate ROM.

conclusionAge substantially modifies both pretest and post-test malignancy probabilities in pediatric thyroid cytology. An age-stratified LR framework helps quantify verification bias and provides individualized risk estimates to guide decisions about surgery, molecular testing, and follow-up.

Indexed as

Thyroid GlandThyroid NeoplasmsThyroid NoduleAdolescentAdultAge FactorsBiopsy, Fine-NeedleChildChild, PreschoolFemaleHumansInfantInfant, NewbornMalePrevalenceProbabilityBethesda system (TBSRTC)likelihood ratiospediatric thyroid nodulesrisk of malignancythyroid cytopathologythyroid fine-needle aspiration

Identifiers

PMID41739856
PMCPMC13368357

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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.