Evidence map›Paper›PMID 42690011›Full record

ArticleArchives of endocrinology and metabolism2026

Evolution of thyroid fine-needle aspiration biopsy performance over 15 years: implications for risk stratification in clinical practice.

Hakan Doğruel, Elif Nur Karaoğlu, Nusret Yılmaz, Mustafa Aydemir, Hasan Çalış, Cumhur Arıcı, Güzide Ayşe Ocak, İnanç Elif Gürer, Ramazan Sarı

Abstract read
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Article in Archives of endocrinology and metabolism, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

Who cites it

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4 · The record

Corrections and comments

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5 · Who and what money

Authors and funding

9 authors.

Hakan DoğruelDivision of Endocrinology and Metabolism, Department of Internal Medicine, Akdeniz University Faculty of Medicine, Antalya, Turkey.ORCID 0000-0002-6204-9796
Elif Nur KaraoğluDivision of Endocrinology and Metabolism, Department of Internal Medicine, Akdeniz University Faculty of Medicine, Antalya, Turkey.ORCID 0000-0003-2197-945X
Nusret YılmazDivision of Endocrinology and Metabolism, Department of Internal Medicine, Akdeniz University Faculty of Medicine, Antalya, Turkey.ORCID 0000-0002-7494-1562
Mustafa AydemirDivision of Endocrinology and Metabolism, Department of Internal Medicine, Akdeniz University Faculty of Medicine, Antalya, Turkey.ORCID 0000-0002-5145-0920
Hasan ÇalışDepartment of General Surgery, Akdeniz University Faculty of Medicine, Antalya, Turkey.ORCID 0000-0003-4182-798X
Cumhur ArıcıDepartment of General Surgery, Akdeniz University Faculty of Medicine, Antalya, Turkey.ORCID 0000-0003-1912-0240
Güzide Ayşe OcakDepartment of Pathology, Akdeniz University Faculty of Medicine, Antalya, Turkey.ORCID 0000-0001-5947-7434
İnanç Elif GürerDepartment of Pathology, Akdeniz University Faculty of Medicine, Antalya, Turkey.ORCID 0000-0003-4044-0652
Ramazan SarıDivision of Endocrinology and Metabolism, Department of Internal Medicine, Akdeniz University Faculty of Medicine, Antalya, Turkey.ORCID 0000-0002-6989-1492

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveWe aimed to evaluate temporal changes in the diagnostic performance of thyroid fine-needle aspiration biopsy (FNAB) over a 15-year period in a single-center, surgically confirmed cohort. SUBJECTS AND

methodsWe retrospectively analyzed thyroid FNABs performed between 2009 and 2023, dividing the data into two intervals (Group 1: 2009-2014; Group 2: 2015-2023). All specimens were interpreted by the same two experienced cytopathologists. Sensitivity, specificity, and Youden's J were calculated at four diagnostic thresholds (≥AUS/FLUS, ≥FN/SFN, ≥SM, and malignant only), and level-specific likelihood ratios (LRs) were compared between cohorts. Overall diagnostic discrimination was assessed with receiver operating characteristic (ROC) curves and compared by DeLong's test.

resultsThe study included 1,241 nodules; after excluding non-diagnostic cytology, 601 nodules in Group 1 and 553 in Group 2 were available for diagnostic performance analysis. At the ≥AUS/FLUS cutoff, sensitivity increased from 85.6% to 94.8%, while specificity declined from 58.4% to 33.0% (both p<0.01). Specificity at higher thresholds remained similar or increased in Group 2. The area under the ROC curve (AUC) was 0.799 for Group 1 and 0.831 for Group 2 (p = 0.24). Of the five Bethesda LRs, only that for AUS/FLUS changed significantly (1.24 vs. 0.37; p<0.01).

conclusionThe overall discriminative ability of the Bethesda System remained stable over 15 years. The decrease in the AUS/FLUS LR reflects a spectrum effect driven by more selective surgical referral patterns and should be interpreted as a change in cohort composition rather than diminished test performance.

Indexed as

Thyroid GlandThyroid NeoplasmsThyroid NoduleAdultAgedBiopsy, Fine-NeedleFemaleHumansMaleMiddle AgedRetrospective StudiesRisk AssessmentROC CurveSensitivity and SpecificityBethesda systemBiopsycytopathologydiagnostic accuracyfine-needlethyroid nodule

Identifiers

PMID42690011
PMCPMC13476013

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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.