Evidence map›Paper›PMID 41787459›Full record

ArticleBMC endocrine disorders2026

Utilities of next-generation sequencing in the surgical management of thyroid nodules in China.

Kaige Lin, Xuan Xin, Jinge Liu, Fuyun Shi, Luming Zheng, Qingqing He, Yunhan Ma

Abstract read
In one paragraph

Article in BMC endocrine disorders, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers 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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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Kaige Lin *Department of General Surgery, The 960th Hospital of the PLA Joint Logistics Support Force, Jinan, Shandong, 250000, China.
Xuan Xin *Department of Pathology, the 960th Hospital of the PLA Joint Logistics Support Force, Jinan, Shandong, 250000, China.
Jinge Liu *Department of Pathology, the 960th Hospital of the PLA Joint Logistics Support Force, Jinan, Shandong, 250000, China.
Fuyun ShiDepartment of Pathology, the 960th Hospital of the PLA Joint Logistics Support Force, Jinan, Shandong, 250000, China.
Luming ZhengDepartment of General Surgery, The 960th Hospital of the PLA Joint Logistics Support Force, Jinan, Shandong, 250000, China.
Qingqing HeDepartment of General Surgery, The 960th Hospital of the PLA Joint Logistics Support Force, Jinan, Shandong, 250000, China. heqingqing@yeah.net.
Yunhan MaDepartment of General Surgery, The 960th Hospital of the PLA Joint Logistics Support Force, Jinan, Shandong, 250000, China. invater@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study aimed to evaluate the diagnostic utility of next-generation sequencing (NGS) for identifying genetic alterations in fine-needle aspiration (FNA) samples from thyroid nodules, with a specific focus on its clinical implications for surgical management. In total, 631 patients underwent FNA cytology, yielding 683 cytological samples. Of these, 264 patients with indeterminate or suspicious cytological results underwent surgical intervention, and their samples were subjected to molecular analysis targeting single-nucleotide variants (SNVs) and insertion/deletion (InDel) mutations in a 20-gene panel associated with thyroid carcinoma. Genetic alterations were identified in 160 (57.55%) nodules, while 118 (42.45%) exhibited no detectable mutations. Co-occurrence of multiple genetic mutations was noted in 39 nodules (14.03%). When noninvasive follicular thyroid neoplasms with papillary-like nuclear features (NIFTP) and tumors with uncertain malignant potential were considered malignant, the NGS test demonstrated a sensitivity of 66.67% (95% CI: 49.69%–80.41%) and specificity of 72.34% (95% CI: 57.13%–83.91%) specifically for nodules with indeterminate cytology (Bethesda categories III and IV). The BRAF V600E mutation was the most frequently observed genetic alteration in papillary thyroid carcinoma (PTC). The classic subtype of papillary thyroid carcinoma (PTC) was the most prevalent, followed by the infiltrative follicular variant and the tall cell subtype. The tall cell subtype showed strong associations with key molecular alterations, including BRAF V600E, TERT promoter, and TP53 mutations. These findings highlight the potential of NGS-based molecular profiling to enhance diagnostic accuracy, inform risk stratification, and guide personalized surgical approaches in thyroid nodule management.

Indexed as

Biomarkers, TumorHigh-Throughput Nucleotide SequencingThyroid NeoplasmsThyroid NoduleAdultAgedBiopsy, Fine-NeedleChinaFemaleFollow-Up StudiesHumansMaleMiddle AgedMutationPrognosisThyroidectomyBiomarkers, TumorFine-needle aspiration cytology (FNA)Genetic alterationsMolecular diagnosticsNext-generation sequencing (NGS)Papillary thyroid carcinoma (PTC)Surgical managementThyroid nodules

Identifiers

PMID41787459
PMCPMC13072540

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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.