Cytological biomarkers and risk of malignancy in indeterminate thyroid nodules - A systematic review and meta-analysis

Abstract Purpose Thyroid nodules with indeterminate cytology are often referred to diagnostic surgery. This systematic review evaluated diagnostic markers in fine-needle aspiration cytology samples of indeterminate nodules to improve differentiation between benign and malignant nodules. Methods We searched Medline, Embase, and the Cochrane Library from 1995 to 2025. The literature was screened and data extracted from the included studies. The quality of studies was assessed with QUADAS-2. We performed split component meta-analysis of diagnostic accuracy using R-studios and the SCSmeta-function (split component synthesis). Results 41 relevant studies were identified, of which 23 eligible studies were included in the meta-analysis. Data on Galectin-3, HBME-1 and BRAF mutation from 1,564 patients were evaluated. Galectin-3 and HBME-1 demonstrated promising diagnostic accuracy, with diagnostic odds ratio (DOR) of 20.3 (95% CI:9.7–42.5) and 15.0 (95% CI:7.3–31.0), sensitivity 0.74 (95% CI:0.64–0.82) and 0.77 (95% CI:0.67–0.84), specificity 0.88 (95% CI:0.80–0.93) and 0.82 (95% CI:0.73–0.89), respectively. Combined positivity yielded the highest DOR of 45.8 (95% CI:17.7-118.6), sensitivity of 0.90 (95% CI:0.81-0.95) and specificity of 0.84 (95% CI:0.73-0.91). BRAF mutation had the lowest DOR 6.6 (95% CI:2.1–20.4) and sensitivity 0.17 (95% CI:0.09–0.29) but the highest specificity 0.97 (95% CI:0.93–0.99). Conclusion Our meta-analysis indicates that Galectin-3 and HBME-1, particularly when combined, may improve differentiation between benign and malignant nodules. BRAF mutation is highly specific but lacks sensitivity. These biomarkers show potential, but none warrant standalone clinical use, emphasizing the need for large-scale validation and potentially a multi-marker approach to improve diagnostic accuracy.

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Journal
Endocrine Oncology
Published
2026-08-20
DOI
https://doi.org/10.1530/eo-25-0097
Primary Topic
Thyroid Cancer Diagnosis and Treatment
Type
article
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article

Cytological biomarkers and risk of malignancy in indeterminate thyroid nodules - A systematic review and meta-analysis

Preben Homøe, Mathias Maagaard, Gitte Bjørn Hvilsom, Mathilde Hvidtfelt Kjeldsen et al.
Endocrine Oncology
Thyroid Cancer Diagnosis and Treatment
article

Cytological biomarkers and risk of malignancy in indeterminate thyroid nodules - A systematic review and meta-analysis

Preben Homøe, Mathias Maagaard, Gitte Bjørn Hvilsom, Mathilde Hvidtfelt Kjeldsen, Trille Moberg Fagerhaug
article en

Abstract

Abstract Purpose Thyroid nodules with indeterminate cytology are often referred to diagnostic surgery. This systematic review evaluated diagnostic markers in fine-needle aspiration cytology samples of indeterminate nodules to improve differentiation between benign and malignant nodules. Methods We searched Medline, Embase, and the Cochrane Library from 1995 to 2025. The literature was screened and data extracted from the included studies. The quality of studies was assessed with QUADAS-2. We performed split component meta-analysis of diagnostic accuracy using R-studios and the SCSmeta-function (split component synthesis). Results 41 relevant studies were identified, of which 23 eligible studies were included in the meta-analysis. Data on Galectin-3, HBME-1 and BRAF mutation from 1,564 patients were evaluated. Galectin-3 and HBME-1 demonstrated promising diagnostic accuracy, with diagnostic odds ratio (DOR) of 20.3 (95% CI:9.7–42.5) and 15.0 (95% CI:7.3–31.0), sensitivity 0.74 (95% CI:0.64–0.82) and 0.77 (95% CI:0.67–0.84), specificity 0.88 (95% CI:0.80–0.93) and 0.82 (95% CI:0.73–0.89), respectively. Combined positivity yielded the highest DOR of 45.8 (95% CI:17.7-118.6), sensitivity of 0.90 (95% CI:0.81-0.95) and specificity of 0.84 (95% CI:0.73-0.91). BRAF mutation had the lowest DOR 6.6 (95% CI:2.1–20.4) and sensitivity 0.17 (95% CI:0.09–0.29) but the highest specificity 0.97 (95% CI:0.93–0.99). Conclusion Our meta-analysis indicates that Galectin-3 and HBME-1, particularly when combined, may improve differentiation between benign and malignant nodules. BRAF mutation is highly specific but lacks sensitivity. These biomarkers show potential, but none warrant standalone clinical use, emphasizing the need for large-scale validation and potentially a multi-marker approach to improve diagnostic accuracy.

Endocrine Oncology
University of Copenhagen (DK), Zealand University Hospital (DK), IT University of Copenhagen (DK)
Good health and well-being
Openalex Percentile: Top 10%
Thyroid Cancer Diagnosis and Treatment
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