Evidence map›Paper›PMID 42180057›Full record

ArticleFrontiers in oncology2026

Integration of BRAF V600E mutation with contrast-enhanced ultrasound parameters provides complementary diagnostic value for malignant thyroid nodules.

Guihua Cui, Guanlin Wang, Chonghui Song, Ruimeng Tian, Kunwei Li, Zhihai Li, Ning Li

Abstract read
In one paragraph

Article in Frontiers in oncology, 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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Guihua CuiFaculty of Life Science and Technology & The Affiliated Anning First People's Hospital, Kunming University of Science and Technology, Kunming, Yunnan, China.
Guanlin WangFaculty of Life Science and Technology, Kunming University of Science and Technology, Kunming, Yunnan, China.
Chonghui SongFaculty of Life Science and Technology & The Affiliated Anning First People's Hospital, Kunming University of Science and Technology, Kunming, Yunnan, China.
Ruimeng TianDepartment of Ultrasound, The Affiliated Anning First People's Hospital of Kunming University of Science and Technology, Kunming, Yunnan, China.
Kunwei LiDepartment of Ultrasound, The Affiliated Anning First People's Hospital of Kunming University of Science and Technology, Kunming, Yunnan, China.
Zhihai LiDepartment of Ultrasound, The Affiliated Anning First People's Hospital of Kunming University of Science and Technology, Kunming, Yunnan, China.
Ning LiImaging Department, Yunnan Maternal and Child Health Hospital, Kunming, Yunnan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: To evaluate the diagnostic efficacy of a combined model integrating the BRAF V600E mutation and quantitative contrast-enhanced ultrasound (CEUS) parameters for differentiating benign from malignant thyroid nodules(TNs). Design: A retrospective diagnostic study. Setting and participants: A total of 66 patients with TNs confirmed by surgical resection or core needle biopsy at our hospital between January 2023 and August 2025 were enrolled. Primary and secondary outcome measures: The primary outcome was the diagnostic performance, measured by the area under the receiver operating characteristic (ROC) curve, of the combined model compared to either the BRAF V600E mutation or CEUS parameter time to peak (TTP) alone. Secondary measures included the detection rate of BRAF V600E and the independent predictive value of each variable via multivariate logistic regression. Results: Among 66 patients (37 malignant, 29 benign), the BRAF V600E mutation was significantly more frequent in the malignant group (64.9% vs. 3.4%; P < 0.001). In a regression model containing only CEUS parameters, TTP was an independent predictor of malignancy (OR = 1.075, P = 0.013). However, with BRAF V600E added, TTP lost significance (P > 0.05), while BRAF V600E remained a significant predictor (OR = 38.380, P = 0.001). ROC analysis showed the combined model of TTP and BRAF V600E achieved the highest area under the curve (AUC) of 0.855, which was higher than using TTP alone (AUC = 0.681) or BRAF V600E alone (AUC = 0.807) (P < 0.05 for both comparisons).Notably, exploratory analysis suggested that CEUS parameters may provide complementary value in BRAF V600E-negative nodules, a clinically important subgroup where molecular testing alone is less informative. Compared with TI-RADS, the combined model achieved a higher specificity (64.9% vs. 24.1%) while maintaining comparable sensitivity (96.6% vs. 94.6%), indicating fewer false-positives. Conclusion: The BRAF V600E mutation is a strong independent predictor of thyroid nodule malignancy. Adding the quantitative CEUS parameter TTP to BRAF V600E yielded modest but significant diagnostic improvement vs BRAF V600E alone. Although validation in larger cohorts is needed, the integration of BRAF V600E mutation status with quantitative CEUS parameters may contribute to improved preoperative risk stratification, particularly in BRAF V600E-negative cases.

Indexed as

BRAF V600E mutationcontrast-enhanced ultrasounddiagnostic efficacythyroid nodulestime-intensity curve

Identifiers

PMID42180057
PMCPMC13193813

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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.