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The role of histogram analysis of grayscale sonograms to differentiate thyroid nodules identified by F-18-FDG PET-CT

Authors
Park, Ko WoonShin, Jung HeeHahn, Soo YeonKim, Jae-HunLim, YaejiChoi, Joon Young
Issue Date
Nov-2020
Publisher
LIPPINCOTT WILLIAMS & WILKINS
Keywords
histogram; metastasis; PET; thyroid nodule; ultrasonography
Citation
MEDICINE, v.99, no.48, pp e23252
Journal Title
MEDICINE
Volume
99
Number
48
Start Page
e23252
URI
https://scholarworks.bwise.kr/cau/handle/2019.sw.cau/54026
DOI
10.1097/MD.0000000000023252
ISSN
0025-7974
1536-5964
Abstract
The role of histogram based on ultrasound (US) images for thyroid nodules found in fluorine-18 fluorodeoxyglucose (18F-FDG) Positron Emission Tomography/Computed Tomography (PET-CT) is unknown. We aimed to assess whether histogram analysis using gray scale US could differentiate thyroid nodules detected by PET-CT. In this study, 71 thyroid nodules >= 1 cm were identified in 71 patients by conducting 18F-FDG PET-CT, from January 2010 to June 2013. Subsequently, either grayscale US-guided fine needle aspirations or core needle biopsies were performed on each patient. Each grayscale US feature was categorized according to the Korean Thyroid Imaging Reporting and Data System (K-TIRADS). Histogram parameters (skewness, kurtosis, intensity, uniformity, and entropy) were extracted from the grayscale US images followed by statistical analysis using the Chi-Squared or Mann-Whitney U tests. The 71 nodules comprised 30 (42.3%) benign nodules, 30 (42.3%) primary thyroid malignancies, and 11 (15.4%) metastatic lesions. Tumor size, US findings, and histogram parameters were significantly different between the benign and malignant thyroid nodules (P = .011, P = .000, and P < .02, respectively). A comparison showed that parallel orientation and an absence of calcifications were found more frequently in metastatic thyroid nodules than in primary thyroid malignancies (P = .04, P < .000, respectively). However, histogram parameters and K-TIRADS were not significantly different between primary thyroid malignancies and metastatic lesions. There is a limit to replacing cytopathological confirmation with texture analysis for the differentiation of thyroid nodules detected by PET-CT. Therefore, cytopathological confirmation of nodules appearing malignant on US images cannot be avoided for an ultimate diagnosis of metastasis.
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대학원 (통계데이터사이언스학과)
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