Evidence map›Paper›PMID 36223097›Full record

SynthesisJAMA surgery2022

Diagnostic Accuracy of Fine-Needle Biopsy in the Detection of Thyroid Malignancy: A Systematic Review and Meta-analysis.

Vivian Hsiao, Elian Massoud, Catherine Jensen, Yanchen Zhang, Bret M Hanlon, Mary Hitchcock, Natalia Arroyo, Alexander S Chiu, Sara Fernandes-Taylor, Oguzhan Alagoz and 3 more

Open access · greenAbstract readMeta-AnalysisSystematic Review
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
31citing papers in PubMed, 3 pooled it
4.3field-weighted citation impact, top 4% of its field
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

31 citing papers in PubMed, 3 syntheses or guidelines pooled it, 37 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
  3. Guideline
  4. Trial
  5. Article
  6. Article
  7. 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 · 2026
    Article
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  12. Observational
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  16. 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 · 2025
    Article
  17. Article
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  19. Article
  20. 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 · 2024
    Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

13 authors at 2 institutions in 1 country.

Vivian HsiaoUniversity of Wisconsin-Madison School of Medicine and Public Health, Madison.
Elian MassoudUniversity of Wisconsin-Madison School of Medicine and Public Health, Madison.
Catherine JensenUniversity of Wisconsin-Madison School of Medicine and Public Health, Madison.
Yanchen ZhangUniversity of Wisconsin-Madison School of Medicine and Public Health, Madison.
Bret M HanlonUniversity of Wisconsin-Madison School of Medicine and Public Health, Madison.
Mary HitchcockUniversity of Wisconsin-Madison School of Medicine and Public Health, Madison.
Natalia ArroyoUniversity of Wisconsin-Madison School of Medicine and Public Health, Madison.
Alexander S ChiuUniversity of Wisconsin-Madison School of Medicine and Public Health, Madison.
Sara Fernandes-TaylorUniversity of Wisconsin-Madison School of Medicine and Public Health, Madison.
Oguzhan AlagozDepartment of Industrial and Systems Engineering, University of Wisconsin-Madison, Madison.
Kaitlin SundlingUniversity of Wisconsin-Madison School of Medicine and Public Health, Madison.
Virginia LiVolsiDepartment of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia.
David O FrancisUniversity of Wisconsin-Madison School of Medicine and Public Health, Madison.
University of Wisconsin–Madison · USUniversity of Pennsylvania · US

Funding

Estimating and Mitigating Thyroid Cancer Overdiagnosis: A Mathematical Modeling ApproachR01CA251566 · NCI · UNIVERSITY OF WISCONSIN-MADISON · PI ALAGOZ, OGUZHAN, FRANCIS, DAVID O. · 2020 to 2024
$2.6M
NCI NIH HHS R01 CA251566
6 · The paper itself

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.

Indexed as

Thyroid NeoplasmsThyroid NoduleBiopsy, Fine-NeedleFemaleHumansMale

Identifiers

PMID36223097
PMCPMC9558056
OpenAlexW4304695387

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.