SynthesisJAMA surgery2022
Diagnostic Accuracy of Fine-Needle Biopsy in the Detection of Thyroid Malignancy: A Systematic Review and Meta-analysis.
Synthesis in JAMA surgery, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 papers, 3 of them syntheses that pooled 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.
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.
Who cites it
31 citing papers in PubMed, 3 syntheses or guidelines pooled it, 37 citations in OpenAlex.
- Diagnostic Efficiency of Thyroglobulin in Lymph Node Fine-needle Aspiration Washout: A Systematic Review and Meta-analysis.The Journal of clinical endocrinology and metabolism · 2025Pooled it
- Machine Learning Approaches in High Myopia: Systematic Review and Meta-Analysis.Journal of medical Internet research · 2025Pooled it
- A Narrative Review of the 2023 Korean Thyroid Association Management Guideline for Patients with Thyroid Nodules.Endocrinology and metabolism (Seoul, Korea) · 2024Guideline
- Evaluation of a conversation aid for patients with thyroid nodules considering a biopsy: pilot multicenter randomized control trial.Endocrine · 2026Trial
- Evolution of thyroid fine-needle aspiration biopsy performance over 15 years: implications for risk stratification in clinical practice.Archives of endocrinology and metabolism · 2026Article
- Article
- An Evaluation of Immature Granulocytes as Predictors of Malignancy in Patients with Atypia of Undetermined Significance Thyroid Nodules.Hormone and metabolic research = Hormon- und Stoffwechselforschung = Hormones et metabolisme · 2026Article
- Correlation of Fine Needle Aspiration Cytology and Histopathology in Thyroid Nodules: A Six-Year Study at a Tertiary Public Laboratory in the Western Cape Province, South Africa.Diagnostic cytopathology · 2026Article
- Advantages of thyroid core needle biopsy: an emerging selective first-line biopsy modality.Ultrasonography (Seoul, Korea) · 2026Article
- Optimized dual-source dual-energy computed tomography nomogram model integrating background normalization improves solid thyroid nodules diagnosis.Gland surgery · 2026Article
- Beyond Size: Integrating Ultrasonographic Features and FNAB Cytology to Predict Thyroid Malignancy-A Retrospective, Single-Center Study.Journal of clinical medicine · 2026Article
- When cytology misses and ultrasound warns: the predictive role of BRAFV600E mutation in thyroid nodules.Frontiers in endocrinology · 2026Observational
- Comparison of Diagnostic Yield Between Fine Needle Aspiration Cytology and Core Needle Biopsy in the Diagnosis of Thyroid Nodule.Diagnostics (Basel, Switzerland) · 2025Article
- Review
- Thyroid cytology in pediatric patients: a single-center study from 2015 to 2023-is there a necessity for distinct treatment approaches for patients with and without autoimmune thyroiditis?Virchows Archiv : an international journal of pathology · 2025Article
- Optimizing Face Validity and Clinical Relevance of a Mathematical Population Cancer Epidemiology Model Using a Novel Advisory Group Approach.Medical decision making : an international journal of the Society for Medical Decision Making · 2025Article
- The diagnostic role of FNA based on clinicopathological features in thyroid malignancy.BMC endocrine disorders · 2025Article
- Comparative accuracy of fine-needle aspiration cytology between larger and smaller size thyroid nodules.CytoJournal · 2025Article
- Intelligent diagnosis of thyroid nodules with AI ultrasound assistance and cytology classification.Frontiers in endocrinology · 2025Article
- Modeling Thyroid Cancer Epidemiology in the United States Using Papillary Thyroid Carcinoma Microsimulation Model.Value in health : the journal of the International Society for Pharmacoeconomics and Outcomes Research · 2024Article
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Authors and funding
13 authors at 2 institutions in 1 country.
Funding
Abstract
Importance: Fine-needle biopsy (FNB) became a critical part of thyroid nodule evaluation in the 1970s. It is not clear how diagnostic accuracy of FNB has changed over time. Objective: To conduct a systematic review and meta-analysis estimating the accuracy of thyroid FNB for diagnosis of malignancy in adults with a newly diagnosed thyroid nodule and to characterize changes in accuracy over time. Data Sources: PubMed, SCOPUS, and Cochrane Central Register of Controlled Trials were searched from 1975 to 2020 using search terms related to FNB accuracy in the thyroid. Study Selection: English-language reports of cohort studies or randomized trials of adult patients undergoing thyroid FNB with sample size of 20 or greater and using a reference standard of surgical histopathology or clinical follow-up were included. Articles that examined only patients with known thyroid disease or focused on accuracy of novel adjuncts, such as molecular tests, were excluded. Two investigators screened each article and resolved conflicts by consensus. A total of 36 of 1023 studies met selection criteria. Data Extraction and Synthesis: The MOOSE guidelines were used for data abstraction and assessing data quality and validity. Two investigators abstracted data using a standard form. Studies were grouped into epochs by median data collection year (1975 to 1990, 1990 to 2000, 2000 to 2010, and 2010 to 2020). Data were pooled using a bivariate mixed-effects model. Main Outcomes and Measures: The primary outcome was accuracy of FNB for diagnosis of malignancy. Accuracy was hypothesized to increase in later time periods, a hypothesis formulated prior to data collection. Results: Of 16 597 included patients, 12 974 (79.2%) were female, and the mean (SD) age was 47.3 (12.9) years. The sensitivity of FNB was 85.6% (95% CI, 79.9-89.5), the specificity was 71.4% (95% CI, 61.1-79.8), the positive likelihood ratio was 3.0 (95% CI, 2.3-4.1), and the negative likelihood ratio was 0.2 (95% CI, 0.2-0.3). The area under the receiver operating characteristic curve was 86.1%. Epoch was not significantly associated with accuracy. None of the available covariates could explain observed heterogeneity. Conclusions and Relevance: Accuracy of thyroid FNB has not significantly changed over time. Important developments in technique, preparation, and interpretation may have occurred too heterogeneously to capture a consistent uptrend over time. FNB remains a reliable test for thyroid cancer diagnosis.
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Registered trials
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.