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Bell C, White SL, Tylee T, Dighe M, Greca AL, Goldner W, Mayson S, Haugen BR, Pozdeyev N. Thyroid Nodule Sphericity Metrics Discriminate Benign and Malignant Follicular and Oncocytic Neoplasms. Thyroid 2025; 35:291-297. [PMID: 39992747 DOI: 10.1089/thy.2024.0670] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/26/2025]
Abstract
Background: We investigated if thyroid nodule taller-than-wide (TTW) feature and sphericity metrics are helpful in separating benign neoplastic thyroid nodules (follicular and oncocytic adenomas) from follicular thyroid carcinomas (FTC) and oncocytic thyroid carcinomas (OCA). Methods: This is a retrospective study of TTW sonographic feature as reported by radiologists and nodule sphericity metrics at two academic health systems. Surgical pathology reports for benign and malignant follicular and oncocytic neoplasms, non-neoplastic nodules (hyperplastic and adenomatoid), and classic papillary thyroid cancers (PTC) were extracted from enterprise data warehouses. We independently reviewed each ultrasound and recorded nodule dimensions to identify nodules that were TTW and determine if the proportion of TTW nodules is different in benign and malignant thyroid nodules of various histologies. We also evaluated the sphericity index and sphericity ratio, two quantitative measures of how close the 3D shape of the nodule is to a sphere. Results: In total, 1110 nodules were analyzed: 209 non-neoplastic nodules (hyperplastic and adenomatoid), 398 benign neoplasms (follicular and oncocytic adenomas), and 503 malignant neoplasms (FTC, OCA, PTC, and follicular variant-PTC [FV-PTC]) and noninvasive follicular thyroid neoplasm with papillary-like features (NIFTP). There was no statistical difference for the TTW feature when follicular and oncocytic adenomas were compared with FV-PTC, OCA, FTC, and NIFTP (χ2, p = 0.08, sensitivity of 28% [confidence interval 23-24%]), when follicular adenoma was compared with FTC (χ2, p = 0.64) or when oncocytic adenoma was compared with OCA (χ2, p = 0.08). Benign and malignant neoplasms were more likely than non-neoplastic nodules to be TTW (χ2, p = 0.02). In contrast, the sphericity index and sphericity ratio were significantly different in most comparisons of benign and malignant nodules (Wilcoxon, p < 0.03) except for oncocytic tumors. Conclusions: TTW shape has limited utility in distinguishing benign follicular and oncocytic neoplasms from malignancy. This sonographic feature was more common among all benign and malignant neoplasms when they were compared as a group to non-neoplastic nodules, which suggests this sonographic feature is an indicator of neoplastic growth (benign or malignant) but not cancer. Alternative methods, such as measures of sphericity, are needed to distinguish benign and malignant oncocytic and follicular neoplasms.
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Affiliation(s)
- Caitlin Bell
- Division of Endocrinology, Diabetes and Metabolism, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | - Samantha L White
- Department of Biomedical Informatics, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | - Tracy Tylee
- Division of Endocrinology, Diabetes & Metabolism, University of Washington, Seattle, Washington, USA
| | - Manjiri Dighe
- Department of Radiology, University of Washington, Seattle, Washington, USA
| | - Amanda La Greca
- Division of Endocrinology, Diabetes and Metabolism, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | - Whitney Goldner
- Division of Endocrinology, Diabetes and Metabolism, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | - Sarah Mayson
- Division of Endocrinology, Diabetes and Metabolism, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | - Bryan R Haugen
- Division of Endocrinology, Diabetes and Metabolism, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | - Nikita Pozdeyev
- Division of Endocrinology, Diabetes and Metabolism, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
- Department of Biomedical Informatics, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
- Colorado Center for Personalized Medicine, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
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Kitagawa W. Ultrasound diagnostic criteria for thyroid nodules around the world and artificial intelligence. J Med Ultrason (2001) 2023; 50:463-464. [PMID: 37798482 DOI: 10.1007/s10396-023-01363-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Accepted: 08/28/2023] [Indexed: 10/07/2023]
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Correlation between Sonographic Features and Central Neck Lymph Node Metastasis in Solitary Solid Papillary Thyroid Microcarcinoma with a Taller-Than-Wide Shape. Diagnostics (Basel) 2023; 13:diagnostics13050949. [PMID: 36900093 PMCID: PMC10001029 DOI: 10.3390/diagnostics13050949] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2023] [Revised: 02/19/2023] [Accepted: 02/28/2023] [Indexed: 03/06/2023] Open
Abstract
Purpose: This study aimed to investigate the correlation between sonographic features and central neck lymph node metastasis (CNLM) in solitary solid papillary thyroid microcarcinoma (PTMC) with a taller-than-wide shape. Methods: A total of 103 patients with solitary solid PTMC with a taller-than-wide shape on ultrasonography who underwent surgical histopathological examination were retrospectively selected. Based on the presence or absence of CNLM, patients with PTMC were divided into a CNLM (n = 45) or nonmetastatic (n = 58) group, respectively. Clinical findings and ultrasonographic features, including a suspicious thyroid capsule involvement sign (STCS, which is defined as PTMC abutment or a disrupted thyroid capsule), were compared between the two groups. Additionally, postoperative ultrasonography was performed to assess patients during the follow-up period. Results: Significant differences were observed in sex and the presence of STCS between the two groups (p < 0.05). The specificity and accuracy of the male sex for predicting CNLM were 86.21% (50/58 patients) and 64.08% (66/103 patients), respectively. The sensitivity, specificity, positive predictive value (PPV), and accuracy of STCS for predicting CNLM were 82.22% (37/45 patients), 70.69% (41/58 patients), 68.52% (37/54 patients), and 75.73% (78/103 patients), respectively. The specificity, PPV, and accuracy of the combination of sex and STCS for predicting CNLM were 96.55% (56/58 patients), 87.50% (14/16 patients), and 67.96% (70/103 patients), respectively. A total of 89 (86.4%) patients were followed up for a median of 4.6 years, with no patient having recurrence as detected on ultrasonography and pathological examination. Conclusions: STCS is a useful ultrasonographic feature for predicting CNLM in patients with solitary solid PTMC with a taller-than-wide shape, especially in male patients. Solitary solid PTMC with a taller-than-wide shape may have a good prognosis.
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Zheng Z, Su T, Wang Y, Weng Z, Chai J, Bu W, Xu J, Chen J. A novel ultrasound image diagnostic method for thyroid nodules. Sci Rep 2023; 13:1654. [PMID: 36717703 PMCID: PMC9886982 DOI: 10.1038/s41598-023-28932-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2022] [Accepted: 01/27/2023] [Indexed: 01/31/2023] Open
Abstract
The incidence of thyroid nodules is increasing year by year. Accurate determination of benign and malignant nodules is an important basis for formulating treatment plans. Ultrasonography is the most widely used methodology in the diagnosis of benign and malignant nodules, but diagnosis by doctors is highly subjective, and the rates of missed diagnosis and misdiagnosis are high. To improve the accuracy of clinical diagnosis, this paper proposes a new diagnostic model based on deep learning. The diagnostic model adopts the diagnostic strategy of localization-classification. First, the distribution laws of the nodule size and nodule aspect ratio are obtained through data statistics, a multiscale localization network structure is a priori designed, and the nodule aspect ratio is obtained from the positioning results. Then, uncropped ultrasound images and nodule area image are correspondingly input into a two-way classification network, and an improved attention mechanism is used to enhance the feature extraction performance. Finally, the deep features, the shallow features, and the nodule aspect ratio are fused, and a fully connected layer is used to complete the classification of benign and malignant nodules. The experimental dataset consists of 4021 ultrasound images, where each image has been labeled under the guidance of doctors, and the ratio of the training set, validation set, and test set sizes is close to 3:1:1. The experimental results show that the accuracy of the multiscale localization network reaches 93.74%, and that the accuracy, specificity, and sensitivity of the classification network reach 86.34%, 81.29%, and 90.48%, respectively. Compared with the champion model of the TNSCUI 2020 classification competition, the accuracy rate is 1.52 points higher. Therefore, the network model proposed in this paper can effectively diagnose benign and malignant thyroid nodules.
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Affiliation(s)
- Zhiqiang Zheng
- College of Electronic and Information Engineering, Inner Mongolia University, Hohhot, 010021, China
| | - Tianyi Su
- College of Electronic and Information Engineering, Inner Mongolia University, Hohhot, 010021, China
| | - Yuhe Wang
- College of Electronic and Information Engineering, Inner Mongolia University, Hohhot, 010021, China
| | - Zhi Weng
- College of Electronic and Information Engineering, Inner Mongolia University, Hohhot, 010021, China.
| | - Jun Chai
- Department of Imaging Medicine, Inner Mongolia People's Hospital, Hohhot, 010017, China.
| | - Wenjin Bu
- Department of Ultrasound Medicine, Inner Mongolia People's Hospital, Hohhot, 010017, China
| | - Jinjin Xu
- Department of Imaging Medicine, Inner Mongolia People's Hospital, Hohhot, 010017, China
| | - Jiarui Chen
- College of Electronic and Information Engineering, Inner Mongolia University, Hohhot, 010021, China
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Hong MJ, Lee YH, Kim JH, Na DG, You SH, Shin JE, Kim SK, Yang KS. Orientation of the ultrasound probe to identify the taller-than-wide sign of thyroid malignancy: a registry-based study with the Thyroid Imaging Network of Korea. Ultrasonography 2023; 42:111-120. [PMID: 36458371 PMCID: PMC9816703 DOI: 10.14366/usg.22082] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Accepted: 07/19/2022] [Indexed: 01/13/2023] Open
Abstract
PURPOSE Although the taller-than-wide (TTW) sign has been regarded as one of the most specific ultrasound (US) features of thyroid malignancy, uncertainty still exists regarding the US probe's orientation when evaluating it. This study investigated which US plane would be optimal to identify the TTW sign based on malignancy risk stratification using a registry-based imaging dataset. METHODS A previous study by 17 academic radiologists retrospectively analyzed the US images of 5,601 thyroid nodules (≥1 cm, 1,089 malignant and 4,512 benign) collected in the webbased registry of Thyroid Imaging Network of Korea through the collaboration of 26 centers. The present study assessed the diagnostic performance of the TTW sign itself and fine needle aspiration (FNA) indications via a comparison of four international guidelines, depending on the orientation of the US probe (criterion 1, transverse plane; criterion 2, either transverse or longitudinal plane). RESULTS Overall, the TTW sign was more frequent in malignant than in benign thyroid nodules (25.3% vs. 4.6%). However, the statistical differences between criteria 1 and 2 were negligible for sensitivity, specificity, and area under the curve (AUC) based on the size effect (all P<0.05, Cohen's d=0.19, 0.10, and 0.07, respectively). Moreover, the sensitivity, specificity, and AUC of the four FNA guidelines were similar between criteria 1 and 2 (all P>0.05, respectively). CONCLUSION A longitudinal US probe orientation provided little additional diagnostic value over the transverse orientation in detecting the TTW sign of thyroid nodules.
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Affiliation(s)
- Min Ji Hong
- Department of Radiology, Chung-Ang University Hospital, Chung-Ang University College of Medicine, Seoul, Korea
| | - Young Hen Lee
- Department of Radiology, Korea University Ansan Hospital, Korea University College of Medicine, Ansan, Korea,Correspondence to: Young Hen Lee, MD, Department of Radiology, Korea University Ansan Hospital, Korea University College of Medicine, 123 Jeokgeum-ro, Danwongu, Ansan 15355, Korea Tel. +82-31-412- 5228 Fax. +82-31-412-5224 E-mail:
| | - Ji-hoon Kim
- Department of Radiology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Dong Gyu Na
- Department of Radiology, GangNeung Asan Hospital, University of Ulsan College of Medicine, Gangneung, Korea
| | - Sung-Hye You
- Department of Radiology, Korea University Anam Hospital, Korea University College of Medicine, Seoul, Korea
| | - Ji Eun Shin
- Health Screening and Promotion Center, Asan Medical Center, Seoul, Korea
| | - Seul Kee Kim
- Department of Radiology, Chonnam National University Hwasun Hospital, Chonnam National University Medical School, Hwasun, Korea
| | - Kyung-Sook Yang
- Department of Biostatistics, Korea University College of Medicine, Seoul, Korea
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Validation of Four Thyroid Ultrasound Risk Stratification Systems in Patients with Hashimoto's Thyroiditis; Impact of Changes in the Threshold for Nodule's Shape Criterion. Cancers (Basel) 2021; 13:cancers13194900. [PMID: 34638380 PMCID: PMC8507673 DOI: 10.3390/cancers13194900] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2021] [Revised: 09/19/2021] [Accepted: 09/27/2021] [Indexed: 12/17/2022] Open
Abstract
Simple Summary Thyroid Imaging Reporting and Data Systems (TIRADS) optimize the selection of thyroid nodules for cytological examination. There is a question: is the effectiveness of these systems affected by morphological changes to thyroid parenchyma that are visible in the course of Hashimoto’s thyroiditis (HT)? This question is very important because of the increased risk of malignancy in thyroid nodules in patients with HT. We investigated widely accepted ultrasound malignancy risk features with a special consideration of the suspected nodule’s shape in patients with and without HT. We also validated EU-TIRADS, K-TIRADS, ACR-TIRADS, and ATA guidelines in both groups and evaluated the impact of changes in the threshold for nodule’s shape criterion on the diagnostic value of these TIRADS. The presence of Hashimoto’s thyroiditis did not exert any significant adverse implications for the efficiency of examined TIRADS. The impact of changes in the threshold for nodule’s shape criterion was the highest for EU-TIRADS. Abstract The aim of the study was to validate thyroid US malignancy features, especially the nodule’s shape, and selected Thyroid Imaging Reporting and Data Systems (EU-TIRADS; K-TIRADS; ACR-TIRADS, ATA guidelines) in patients with or without Hashimoto’s thyroiditis (HT and non-HT groups). The study included 1188 nodules (HT: 358, non-HT: 830) with known final diagnoses. We found that the strongest indications of nodule’s malignancy were microcalcifications (OR: 22.7) in HT group and irregular margins (OR:13.8) in non-HT group. Solid echostructure and macrocalcifications were ineffective in patients with HT. The highest accuracy of nodule’s shape criterion was noted on transverse section, with the cut-off value of anteroposterior to transverse dimension ratio (AP/T) close to 1.15 in both groups. When round nodules were regarded as suspicious in patients with HT (the cut-off value of AP/T set to ≥1), it led to a three-fold increase in sensitivity of this feature, with a disproportionally lower decrease in specificity and similar accuracy. Such a modification was effective also for cancers other than PTC. The diagnostic effectiveness of analyzed TIRADS in patients with HT and without HT was similar. Changes in the threshold for AP/T ratio influenced the number of nodules classified into the category of the highest risk, especially in the case of EU-TIRADS.
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Shimura H, Matsumoto Y, Murakami T, Fukunari N, Kitaoka M, Suzuki S. Diagnostic Strategies for Thyroid Nodules Based on Ultrasonographic Findings in Japan. Cancers (Basel) 2021; 13:4629. [PMID: 34572857 PMCID: PMC8464767 DOI: 10.3390/cancers13184629] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2021] [Revised: 09/10/2021] [Accepted: 09/10/2021] [Indexed: 11/24/2022] Open
Abstract
In recent years, the incidence of thyroid cancer has been increasing worldwide, which is believed to be mainly due to the widespread use of imaging examinations, such as ultrasonography. In this context, ultrasonography has become increasingly important because it can evaluate not only the presence or absence of nodules, but also the detailed characteristics of the nodule, making it possible to diagnose benign or malignant nodules before cytology is performed. In Japan, the third edition of the sonographic diagnostic criteria for thyroid nodules is currently widely used, and its content is similar to that of recent meta-analyses and guidelines from medical societies in other countries. In addition, since overdiagnosis of very-low-risk thyroid cancer has recently become an issue, criteria for the implementation of fine needle aspiration cytology (FNAC) have been published by various countries. The Japan Society of Breast and Thyroid Sonology provides guidelines for FNAC implementation for solid and cystic nodules. In the United States, the ATA, NCCA, and ACR have published guidelines, whereas in Europe, the ESMO and ETA have done the same. All of these guidelines used to classify risk are based on nodule size and sonographic findings. This article outlines the diagnostic criteria and management guidelines in Japan in comparison with those published in other countries. Case studies using actual images were also performed to examine the differences in the FNAC guidelines.
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Affiliation(s)
- Hiroki Shimura
- Department of Laboratory Medicine, School of Medicine, Fukushima Medical University, Fukushima 960-1295, Japan
| | - Yoshiko Matsumoto
- Department of Thyroid and Endocrinology, School of Medicine, Fukushima Medical University, Fukushima 960-1295, Japan; (Y.M.); (S.S.)
| | - Tsukasa Murakami
- Department of Endocrinology, Noguchi Thyroid Clinic and Hospital Foundation, Oita 874-0902, Japan;
| | - Nobuhiro Fukunari
- Thyroid Center, Showa University Northern Yokohama Hospital, Kanagawa 224-8503, Japan;
| | - Masafumi Kitaoka
- Department of Endocrinology and Metabolism Center, IMS Miyoshi General Hospital, Saitama 354-0041, Japan;
| | - Shinichi Suzuki
- Department of Thyroid and Endocrinology, School of Medicine, Fukushima Medical University, Fukushima 960-1295, Japan; (Y.M.); (S.S.)
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