Evidence map›Paper›PMID 41664041›Full record

ArticleBMC endocrine disorders2026

Assessment of an innovative synthetic matrix for enhanced cell preservation: evaluating its clinical utility and impact on diagnostic precision in thyroid fine-needle aspiration cytology.

Diana-Raluca Streinu, Octavian Constantin Neagoe, Andreea Bena, Dana-Liana Stoian

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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.

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1 · What the graph read from it

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2 · The registry

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Diana-Raluca StreinuDepartment of Doctoral Studies, Victor Babes University of Medicine and Pharmacy, Timisoara, Romania.
Octavian Constantin NeagoeSecond Clinic of General Surgery and Surgical Oncology, Timisoara Municipal Emergency Clinical Hospital, Timisoara, Romania.
Andreea BenaCenter of Molecular Research in Nephrology and Vascular Disease, Faculty of Medicine, Victor Babes University of Medicine and Pharmacy, Timisoara, Romania. borlea.andreea@umft.ro.
Dana-Liana StoianCenter of Molecular Research in Nephrology and Vascular Disease, Faculty of Medicine, Victor Babes University of Medicine and Pharmacy, Timisoara, Romania.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThyroid nodules are common clinical findings that often require fine-needle aspiration cytology (FNAC) for evaluation. This study aimed to assess the clinical value of Cytomatrix, a commercially available synthetic 3D matrix designed to improve preservation of cytological samples, in enhancing the diagnostic accuracy of thyroid fine-needle aspiration cytology in a standard clinical setting.

methodsA prospective study was conducted at Dr. D Medical Center (Timișoara) between January 2023 and January 2025, involving 80 patients with high-risk thyroid nodules classified as EU-TIRADS 4 or higher (European Thyroid Imaging Reporting and Data System). Each patient underwent FNAC with samples collected using both the conventional smear technique and the Cytomatrix method. Both sample types were processed under standard laboratory conditions with minimal technician involvement. Smears were classified according to the 2023 Bethesda System, and Cytomatrix samples were evaluated using a corresponding Bethesda classification. The diagnostic outcomes of both approaches were compared with each other and against the final histopathological results.

resultsCytomatrix exhibited superior diagnostic performance, achieving a sensitivity of 78.2%, specificity of 96.4%, positive predictive value (PPV) of 90%, and overall accuracy of 91.2%. In comparison, the conventional smear method demonstrated a sensitivity of 69.5%, specificity of 94.7%, PPV of 84.2%, and accuracy of 87.5%. The two methods showed a concordance rate of 76.2%. Cytomatrix notably refined Bethesda classifications by both upgrading and downgrading smear-based diagnoses, aligning more closely with histopathology findings.

conclusionCytomatrix represents a promising addition to traditional FNAC in clinical settings characterized by minimal resource use and reduced technician intervention. Its improved diagnostic accuracy and streamlined processing may enhance thyroid nodule evaluation, contributing to better patient management outcomes. CLINICAL TRIAL NUMBER: Not applicable.

Indexed as

CytodiagnosisThyroid GlandThyroid NeoplasmsThyroid NoduleAdultAgedBiopsy, Fine-NeedleFemaleFollow-Up StudiesHumansMaleMiddle AgedProspective StudiesSensitivity and SpecificityCytologyCytomatrixFNACSmearsThyroid nodules

Identifiers

PMID41664041
PMCPMC13049992

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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.