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Xu CY, Yu J, Cui YY, Huang YJ, Fu C, Cui KF. A combination of risk stratification systems for thyroid nodules and cervical lymph nodes may improve the diagnosis and management of thyroid nodules. Front Oncol 2024; 14:1393414. [PMID: 38993646 PMCID: PMC11237952 DOI: 10.3389/fonc.2024.1393414] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/29/2024] [Accepted: 06/12/2024] [Indexed: 07/13/2024] Open
Abstract
Introduction To assess the performance of the European Thyroid Association Thyroid Imaging and Reporting Data System (EU-TIRADS) and the Korean Thyroid Imaging Reporting and Data System (K-TIRADS), which combine risk stratification systems for thyroid nodules (TN-RSS) and cervical lymph nodes (LN-RSS) in diagnosing malignant and metastatic thyroid cancer in a single referral center. Methods We retrospectively analyzed 2,055 consecutive patients who underwent thyroidectomy or fine-needle aspiration (FNA) from January 2021 to December 2022. TNs and LNs were categorized according to the ultrasonography (US) features of EU-TIRADS and K-TIRADS, respectively. The diagnostic performance and postponed malignancy rate (PMR) were compared with those of EU-TIRADS and K-TIRADS. PMR was defined as the number of patients with malignant nodules not recommended for biopsy among patients with cervical LN metastasis. Results According to the EU-TIRADS and K-TIRADS, for TN-RSS alone, there were no significant differences in sensitivity, specificity, accuracy, unnecessary FNA rate (UFR), missed malignancy rate (MMR), and PMR between the two TIRADSs (29.0% vs. 28.8%, 50.5% vs. 51.1%, 32.3% vs. 32.2%, 23.6% vs. 23.5%, 88.6% vs. 88.5%, and 54.2% vs. 54.5%, P > 0.05 for all). Combining the LN-RSS increased the diagnostic accuracy (42.7% vs. 32.3% in EU-TIRADS; 38.8% vs. 32.2% in K-TIRADS) and decreased the PMR (54.2% vs. 33.9% in EU-TIRADS; 54.5% vs. 39.3% in K-TIRADS). EU-TIRADS had higher sensitivity and accuracy and lower PMR than K-TIRADS (41.3% vs. 36.7%, 42.7% vs. 38.8%,33.9% vs. 39.3%, P < 0.05 for all). Conclusions A combination of TN-RSS and LN-RSS for the management of thyroid nodules may be associated with a reduction in PMR, with enhanced sensitivity and accuracy for thyroid cancers in EU-TIRADS and K-TIRADS. These results may offer a new direction for the detection of aggressive thyroid cancers.
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Affiliation(s)
| | | | | | | | - Chao Fu
- Department of Ultrasound, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Ke-Fei Cui
- Department of Ultrasound, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
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Chudobiński C, Świderski B, Antoniuk I, Kurek J. Enhancements in Radiological Detection of Metastatic Lymph Nodes Utilizing AI-Assisted Ultrasound Imaging Data and the Lymph Node Reporting and Data System Scale. Cancers (Basel) 2024; 16:1564. [PMID: 38672646 PMCID: PMC11048706 DOI: 10.3390/cancers16081564] [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: 03/19/2024] [Revised: 04/11/2024] [Accepted: 04/17/2024] [Indexed: 04/28/2024] Open
Abstract
The paper presents a novel approach for the automatic detection of neoplastic lesions in lymph nodes (LNs). It leverages the latest advances in machine learning (ML) with the LN Reporting and Data System (LN-RADS) scale. By integrating diverse datasets and network structures, the research investigates the effectiveness of ML algorithms in improving diagnostic accuracy and automation potential. Both Multinominal Logistic Regression (MLR)-integrated and fully connected neuron layers are included in the analysis. The methods were trained using three variants of combinations of histopathological data and LN-RADS scale labels to assess their utility. The findings demonstrate that the LN-RADS scale improves prediction accuracy. MLR integration is shown to achieve higher accuracy, while the fully connected neuron approach excels in AUC performance. All of the above suggests a possibility for significant improvement in the early detection and prognosis of cancer using AI techniques. The study underlines the importance of further exploration into combined datasets and network architectures, which could potentially lead to even greater improvements in the diagnostic process.
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Affiliation(s)
- Cezary Chudobiński
- Copernicus Regional Multi-Specialty Oncology and Trauma Centre, 93-513 Lódź, Poland;
| | - Bartosz Świderski
- Department of Artificial Intelligence, Institute of Information Technology, Warsaw University of Life Sciences, 02-776 Warsaw, Poland; (B.Ś.); (I.A.)
| | - Izabella Antoniuk
- Department of Artificial Intelligence, Institute of Information Technology, Warsaw University of Life Sciences, 02-776 Warsaw, Poland; (B.Ś.); (I.A.)
| | - Jarosław Kurek
- Department of Artificial Intelligence, Institute of Information Technology, Warsaw University of Life Sciences, 02-776 Warsaw, Poland; (B.Ś.); (I.A.)
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Sugai K, Sekine Y, Kawamura T, Yanagihara T, Saeki Y, Kitazawa S, Kobayashi N, Kikuchi S, Goto Y, Ichimura H, Sato Y. Sphericity of lymph nodes using 3D-CT predicts metastasis in lung cancer patients. Cancer Imaging 2023; 23:124. [PMID: 38105231 PMCID: PMC10726577 DOI: 10.1186/s40644-023-00635-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2023] [Accepted: 11/03/2023] [Indexed: 12/19/2023] Open
Abstract
BACKGROUND The presence of mediastinal lymph node metastasis is important because it is related to the treatment and prognosis of lung cancer. Although prevalently used, evaluation of lymph nodes is not always reliable. We introduced sphericity as a criterion for evaluating morphologic differences between metastatic and nonmetastatic nodes. METHODS We reviewed the cases of 66 patients with N2 disease and of 68 patients with N0-1 disease who underwent lobectomy with mediastinal dissection between January 2012 and December 2021. The sphericity of the dissected station lymph nodes, which represents how close the node is to being a true sphere, was evaluated along with the diameter and volume. Each parameter was obtained and evaluated for ability to predict metastasis. RESULTS Metastatic lymph nodes had a larger short-axis diameter (average: 8.2 mm vs. 5.4 mm, p < 0.001) and sphericity (average: 0.72 vs. 0.60, p < 0.001) than those of nonmetastatic lymph nodes. Short-axis diameter ≥ 6 mm and sphericity ≥ 0.60 identified metastasis with 76.2% sensitivity and 70.2% specificity (AUC = 0.78, p < 0.001) and 92.1% sensitivity and 53.9% specificity (AUC = 0.78, p < 0.001), respectively. For lymph nodes with a short-axis diameter ≥ 5 mm, sphericity ≥ 0.60 identified metastasis with 84.1% sensitivity and 89.3% specificity. CONCLUSION By using 3D-CT analysis to examine sphericity, we showed that metastatic lymph nodes became spherical. Our method for predicting lymph node metastasis based on sphericity of lymph nodes with a short-axis diameter ≥ 5 mm could do so with higher sensitivity than the conventional method, and with acceptable specificity.
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Affiliation(s)
- Kazuto Sugai
- Department of Thoracic Surgery, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, 305-8575, Ibaraki, Japan
| | - Yasuharu Sekine
- Department of Thoracic Surgery, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, 305-8575, Ibaraki, Japan
| | - Tomoyuki Kawamura
- Department of Thoracic Surgery, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, 305-8575, Ibaraki, Japan
| | - Takahiro Yanagihara
- Department of Thoracic Surgery, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, 305-8575, Ibaraki, Japan
| | - Yusuke Saeki
- Department of Thoracic Surgery, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, 305-8575, Ibaraki, Japan
| | - Shinsuke Kitazawa
- Department of Thoracic Surgery, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, 305-8575, Ibaraki, Japan
| | - Naohiro Kobayashi
- Department of Thoracic Surgery, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, 305-8575, Ibaraki, Japan
| | - Shinji Kikuchi
- Department of Thoracic Surgery, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, 305-8575, Ibaraki, Japan
- Ibaraki Prefectural Hospital, 6528, Koibuchi, Kasama, 309-1793, Ibaraki, Japan
| | - Yukinobu Goto
- Department of Thoracic Surgery, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, 305-8575, Ibaraki, Japan
| | - Hideo Ichimura
- Department of Thoracic Surgery, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, 305-8575, Ibaraki, Japan
| | - Yukio Sato
- Department of Thoracic Surgery, University of Tsukuba, 1-1-1 Tennodai, Tsukuba, 305-8575, Ibaraki, Japan.
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Esce A, Redemann JP, Olson GT, Hanson JA, Agarwal S, Yenwongfai L, Ferreira J, Boyd NH, Bocklage T, Martin DR. Lymph Node Metastases in Papillary Thyroid Carcinoma can be Predicted by a Convolutional Neural Network: a Multi-Institution Study. Ann Otol Rhinol Laryngol 2023; 132:1373-1379. [PMID: 36896865 DOI: 10.1177/00034894231158464] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/11/2023]
Abstract
OBJECTIVES The presence of nodal metastases in patients with papillary thyroid carcinoma (PTC) has both staging and treatment implications. However, lymph nodes are often not removed during thyroidectomy. Prior work has demonstrated the capability of artificial intelligence (AI) to predict the presence of nodal metastases in PTC based on the primary tumor histopathology alone. This study aimed to replicate these results with multi-institutional data. METHODS Cases of conventional PTC were identified from the records of 2 large academic institutions. Only patients with complete pathology data, including at least 3 sampled lymph nodes, were included in the study. Tumors were designated "positive" if they had at least 5 positive lymph node metastases. First, algorithms were trained separately on each institution's data and tested independently on the other institution's data. Then, the data sets were combined and new algorithms were developed and tested. The primary tumors were randomized into 2 groups, one to train the algorithm and another to test it. A low level of supervision was used to train the algorithm. Board-certified pathologists annotated the slides. HALO-AI convolutional neural network and image software was used to perform training and testing. Receiver operator characteristic curves and the Youden J statistic were used for primary analysis. RESULTS There were 420 cases used in analyses, 45% of which were negative. The best performing single institution algorithm had an area under the curve (AUC) of 0.64 with a sensitivity and specificity of 65% and 61% respectively, when tested on the other institution's data. The best performing combined institution algorithm had an AUC of 0.84 with a sensitivity and specificity of 68% and 91% respectively. CONCLUSION A convolutional neural network can produce an accurate and robust algorithm that is capable of predicting nodal metastases from primary PTC histopathology alone even in the setting of multi-institutional data.
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Affiliation(s)
- Antoinette Esce
- Department of Surgery, Division of Otolaryngology Head and Neck Surgery, University of New Mexico Health Sciences Center, Albuquerque, NM, USA
| | - Jordan P Redemann
- Department of Pathology, University of New Mexico Health Sciences Center, Albuquerque, NM, USA
| | - Garth T Olson
- Department of Surgery, Division of Otolaryngology Head and Neck Surgery, University of New Mexico Health Sciences Center, Albuquerque, NM, USA
| | - Joshua A Hanson
- Department of Pathology, University of New Mexico Health Sciences Center, Albuquerque, NM, USA
| | - Shweta Agarwal
- Department of Pathology, University of New Mexico Health Sciences Center, Albuquerque, NM, USA
| | - Leonard Yenwongfai
- Department of Pathology, University of Kentucky College of Medicine, Lexington, KY, USA
| | - Juanita Ferreira
- Department of Pathology, University of Kentucky College of Medicine, Lexington, KY, USA
| | - Nathan H Boyd
- Department of Surgery, Division of Otolaryngology Head and Neck Surgery, University of New Mexico Health Sciences Center, Albuquerque, NM, USA
| | - Thèrése Bocklage
- Department of Pathology, University of Kentucky College of Medicine, Lexington, KY, USA
| | - David R Martin
- Department of Pathology, University of New Mexico Health Sciences Center, Albuquerque, NM, USA
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Wei Y, Sun P, Chang C, Tong Y. Ultrasound-based Nomogram for Predicting the Pathological Nodal Negativity of Unilateral Clinical N1a Papillary Thyroid Carcinoma in Adolescents and Young Adults. Acad Radiol 2023; 30:2000-2009. [PMID: 36609031 DOI: 10.1016/j.acra.2022.11.025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2022] [Revised: 11/06/2022] [Accepted: 11/18/2022] [Indexed: 01/06/2023]
Abstract
RATIONALE AND OBJECTIVES To develop and validate a nomogram incorporating clinical and ultrasound (US) characteristics for predicting the pathological nodal negativity of unilateral clinically N1a (cN1a) papillary thyroid carcinoma (PTC) among adolescents and young adults. MATERIALS AND METHODS From December 2016 to August 2021, 278 patients aged ≤ 30 years from two medical centers were enrolled and randomly assigned to the training and validation cohorts at a ratio of 2:1. After performing univariate and multivariate analyses, a nomogram combining all independent predictive factors was constructed and applied to the validation cohort. The performance of the nomogram was evaluated using receiver operating characteristic curves, calibration curves, and decision curve analysis . RESULTS Multivariate logistic regression analysis showed that unilateral cN1a PTC in young patients with Hashimoto's thyroiditis, T1 stage, no intra-tumoral microcalcification, and tumors located in the upper third of the thyroid gland was more likely to be free of central lymph node metastases. The nomogram revealed good calibration and discrimination in both cohorts, with areas under the receiver operating characteristic curve of 0.764 (95% confidence interval [CI]: 0.684-0.843) and 0.728 (95% CI: 0.602-0.853) in the training and validation cohorts, respectively. The clinical application of the nomogram was further confirmed using decision curve analysis. CONCLUSION This US-based nomogram may assist the assessment of central cervical lymph nodes in young patients with unilateral cN1a PTC, enabling improved risk stratification and optimal treatment management in clinical practice.
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Affiliation(s)
- Yi Wei
- Department of Ultrasound, Fudan University Shanghai Cancer Center, Department of Oncology, Shanghai Medical College, Fudan University, 270 Dong'an Road, Shanghai 200032, China
| | - Peixuan Sun
- Diagnostic Imaging Center, Shanghai Children's Medical Center, School of Medicine, Shanghai Jiao Tong University, Shanghai, China
| | - Cai Chang
- Department of Ultrasound, Fudan University Shanghai Cancer Center, Department of Oncology, Shanghai Medical College, Fudan University, 270 Dong'an Road, Shanghai 200032, China
| | - Yuyang Tong
- Department of Ultrasound, Fudan University Shanghai Cancer Center, Department of Oncology, Shanghai Medical College, Fudan University, 270 Dong'an Road, Shanghai 200032, China.
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Wang R, Tang Z, Wu Z, Xiao Y, Li J, Zhu J, Zhang X, Ming J. Construction and validation of nomograms to reduce completion thyroidectomy by predicting lymph node metastasis in low-risk papillary thyroid carcinoma. EUROPEAN JOURNAL OF SURGICAL ONCOLOGY 2023; 49:1395-1404. [PMID: 37061404 DOI: 10.1016/j.ejso.2023.03.236] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Revised: 03/27/2023] [Accepted: 03/31/2023] [Indexed: 04/17/2023]
Abstract
CONTEXT More than 5 central lymph nodes metastases (CLNM) or lateral lymph node metastasis (LLNM) indicates a higher risk of recurrence in low-risk papillary thyroid carcinoma (PTC) and may lead to completion thyroidectomy (CTx) in patients initially undergoing lobectomy. OBJECTIVE To screen potentially high-risk patients from low-risk patients by using preoperative and intraoperative clinicopathological features to predict lymph node status. METHODS A retrospective analysis of 8301 PTC patients in Wuhan Union Hospital database (2009-2021) was performed according to the 2015 American Thyroid Association (ATA) and 2021 National Comprehensive Cancer Network (NCCN) guidelines, respectively. Logistic regression and best subsets regression were used to identify risk factors. Nomograms were established and externally validated using the Differentiated Thyroid Cancer in China cohort. RESULTS More than 5 CLNM or LLNM was detected in 1648 (19.9%) patients. Two predictive models containing age, gender, maximum tumor size, free thyroxine (FT4) and palpable node (all p < 0.05) were established. The nomogram based on NCCN criteria showed better discriminative power and consistency with a specificity of 0.706 and a sensitivity of 0.725, and external validation indicated that 76% of potentially high-risk patients could achieve preoperative conversion of surgical strategy. CONCLUSIONS Models based on large cohorts with good predictive performance were constructed and validated. Preoperative low-risk (T1-2N0M0) patients with age younger than 40 years, male gender, large tumor size, low FT4 and palpable nodes may be at high risk of LLNM or more than 5 CLNM, and they should receive more aggressive initial therapy to reduce CTx.
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Affiliation(s)
- Rong Wang
- Department of Breast and Thyroid Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Zimei Tang
- Department of Breast and Thyroid Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Zhenghao Wu
- Department of Breast and Thyroid Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Yunxiao Xiao
- Department of Breast and Thyroid Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Jiexiao Li
- Department of Breast and Thyroid Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Junling Zhu
- Department of Breast and Thyroid Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
| | - Ximeng Zhang
- Department of Breast and Thyroid Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.
| | - Jie Ming
- Department of Breast and Thyroid Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China.
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7
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Chen Y, Chen Y, Zhan W, Zhou W. Reliable neck sonography of nodal thyroglobulin to diagnose recurrent/persistent disease from papillary thyroid carcinoma. JOURNAL OF CLINICAL ULTRASOUND : JCU 2023; 51:901-907. [PMID: 37026595 DOI: 10.1002/jcu.23456] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Revised: 02/23/2023] [Accepted: 03/17/2023] [Indexed: 06/02/2023]
Abstract
OBJECTIVE This study evaluates the correlation between the sonographic features and the nodal fine-needle aspiration thyroglobulin (FNA-Tg) in papillary thyroid carcinoma (PTC) patients with the recurrent/persistent lymph node for the purpose of the reasonable selection of lymph nodes. METHODS This study prospectively contained PTC patients with the suspicious cervical lymph nodes in one medical center from April 2018 to January 2019. Each suspected lymph node was aspirated with a 22-gauge needle and the value of FNA-Tg was measured as well. RESULTS There were 136 lymph nodes related to the disease involved. The FNA-Tg levels of 89 (65.44%) metastatic lymph nodes were significantly higher than those of the benign. The median value of the former was 631.550 ng/mL while the latter was 0.056 ng/mL (p = 0.000). The cut-off value of the metastatic lymph nodes diagnosed by FNA-Tg was 2.71 ng/mL, and 6.5 by FNA-Tg/sTg. The suspicious ultrasonographic features including cystic, hyperechoic content, and lack of hilum were closely related to the high level of FNA-Tg value (p < 0.05). However, the round shape (Solbiati index <2) and calcification were not significantly correlated with the positive FNA-Tg (p > 0.05). CONCLUSION FNA-Tg is an effective supplement to fine-needle aspiration (FNA) cytology in the nodal metastasis diagnosis. The FNA-Tg level was much higher in the metastatic lymph nodes. The reliable sonographic features of lymph nodes suggested the positive FNA-Tg were cystic content, hyperechoic content and lack hilum. Solbiati index <2 and calcification did not show an exact correlation with the result of FNA-Tg.
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Affiliation(s)
- Yilai Chen
- Department of Ultrasound, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China
| | - Yudong Chen
- Department of Ultrasound, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China
| | - Weiwei Zhan
- Department of Ultrasound, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China
| | - Wei Zhou
- Department of Ultrasound, Ruijin Hospital, Shanghai Jiaotong University School of Medicine, Shanghai, China
- Department of Ultrasound, Ruijin Hospital/Lu Wan Branch, School of Medicine, Shanghai Jiaotong University, Shanghai, China
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Park JO, Kim JH, Joo YH, Kim SY, Kim GJ, Kim HB, Lee DH, Hong HJ, Park YM, Chung EJ, Ji YB, Oh KH, Lee HS, Lee DK, Park KN, Ban MJ, Kim BH, Kim DH, Cho JK, Ahn DB, Kim MS, Seok JG, Jang JY, Choi HG, Kim HJ, Park SJ, Jung EK, Kim YS, Hong YT, Lee YC, Won HR, Shin SC, Baek SK, Kwon SY. Guideline for the Surgical Management of Locally Invasive Differentiated Thyroid Cancer From the Korean Society of Head and Neck Surgery. Clin Exp Otorhinolaryngol 2023; 16:1-19. [PMID: 36634669 PMCID: PMC9985989 DOI: 10.21053/ceo.2022.01732] [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: 12/14/2022] [Revised: 12/14/2022] [Accepted: 01/11/2023] [Indexed: 01/12/2023] Open
Abstract
The aim of this study was to develop evidence-based recommendations for determining the surgical extent in patients with locally invasive differentiated thyroid cancer (DTC). Locally invasive DTC with gross extrathyroidal extension invading surrounding anatomical structures may lead to several functional deficits and poor oncological outcomes. At present, the optimal extent of surgery in locally invasive DTC remains a matter of debate, and there are no adequate guidelines. On October 8, 2021, four experts searched the PubMed, Embase, and Cochrane Library databases; the identified papers were reviewed by 39 experts in thyroid and head and neck surgery. The Grading of Recommendations Assessment, Development and Evaluation (GRADE) approach was used to assess the quality of evidence, and to develop and report recommendations. The strength of a recommendation reflects the confidence of a guideline panel that the desirable effects of an intervention outweigh any undesirable effects, across all patients for whom the recommendation is applicable. After completing the draft guidelines, Delphi questionnaires were completed by members of the Korean Society of Head and Neck Surgery. Twenty-seven evidence-based recommendations were made for several factors, including the preoperative workup; surgical extent of thyroidectomy; surgery for cancer invading the strap muscles, recurrent laryngeal nerve, laryngeal framework, trachea, or esophagus; and surgery for patients with central and lateral cervical lymph node involvement. Evidence-based guidelines were devised to help clinicians make safer and more efficient clinical decisions for the optimal surgical treatment of patients with locally invasive DTC.
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Affiliation(s)
- Jun-Ook Park
- Department of Otolaryngology-Head and Neck Surgery, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Joo Hyun Kim
- Department of Otolaryngology-Head and Neck Surgery, Yonsei University College of Medicine, Seoul, Korea
| | - Young Hoon Joo
- Department of Otolaryngology-Head and Neck Surgery, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Sang-Yeon Kim
- Department of Otolaryngology-Head and Neck Surgery, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Geun-Jeon Kim
- Department of Otolaryngology-Head and Neck Surgery, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Hyun Bum Kim
- Department of Otolaryngology-Head and Neck Surgery, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Dong-Hyun Lee
- Department of Otolaryngology-Head and Neck Surgery, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Hyun Jun Hong
- Department of Otolaryngology-Head and Neck Surgery, Yonsei University College of Medicine, Seoul, Korea
| | - Young Min Park
- Department of Otolaryngology-Head and Neck Surgery, Yonsei University College of Medicine, Seoul, Korea
| | - Eun-Jae Chung
- Department of Otolaryngology-Head and Neck Surgery, Seoul National University College of Medicine, Seoul, Korea
| | - Yong Bae Ji
- Department of Otolaryngology-Head and Neck Surgery, Hanyang University College of Medicine, Seoul, Korea
| | - Kyoung Ho Oh
- Department of Otolaryngology-Head and Neck Surgery, Korea University College of Medicine, Seoul, Korea
| | - Hyoung Shin Lee
- Department of Otolaryngology-Head and Neck Surgery, Kosin University College of Medicine, Busan, Korea
| | - Dong Kun Lee
- Department of Otolaryngology-Head and Neck Surgery, Dong-A University College of Medicine, Busan, Korea
| | - Ki Nam Park
- Department of Otolaryngology-Head and Neck Surgery, Soonchunhyang University College of Medicine, Asan, Korea
| | - Myung Jin Ban
- Department of Otolaryngology-Head and Neck Surgery, Soonchunhyang University College of Medicine, Asan, Korea
| | - Bo Hae Kim
- Department of Otolaryngology-Head and Neck Surgery, Dongguk University College of Medicine, Goyang, Korea
| | - Do Hun Kim
- Department of Otolaryngology-Head and Neck Surgery, College of Medicine, Inje University, Busan, Korea
| | - Jae-Keun Cho
- Department of Otolaryngology-Head and Neck Surgery, College of Medicine, Inje University, Busan, Korea
| | - Dong Bin Ahn
- Department of Otolaryngology-Head and Neck Surgery, School of Medicine, Kyungpook National University, Daegu, Korea
| | - Min-Su Kim
- Department of Otolaryngology-Head and Neck Surgery, CHA University School of Medicine, Seongnam, Korea
| | - Jun Girl Seok
- Department of Otolaryngology-Head and Neck Surgery, National Cancer Center, Goyang, Korea
| | - Jeon Yeob Jang
- Department of Otolaryngology-Head and Neck Surgery, Ajou University School of Medicine, Suwon, Korea
| | - Hyo Geun Choi
- Department of Otolaryngology-Head and Neck Surgery, Hallym University College of Medicine, Chuncheon, Korea
| | - Hee Jin Kim
- Department of Otolaryngology-Head and Neck Surgery, Hallym University College of Medicine, Chuncheon, Korea
| | - Sung Joon Park
- Department of Otolaryngology-Head and Neck Surgery, Chung-Ang University College of Medicine, Seoul, Korea
| | - Eun Kyung Jung
- Department of Otolaryngology-Head and Neck Surgery, Chonnam National University Medical School, Kwangju, Korea
| | - Yeon Soo Kim
- Department of Otolaryngology-Head and Neck Surgery, Konyang University College of Medicine, Daejeon, Korea
| | - Yong Tae Hong
- Department of Otolaryngology-Head and Neck Surgery, Jeonbuk National University Medical School, Jeonju, Korea
| | - Young Chan Lee
- Department of Otolaryngology-Head and Neck Surgery, College of Medicine, Kyung Hee University, Seoul, Korea
| | - Ho-Ryun Won
- Department of Otolaryngology-Head and Neck Surgery, Chungnam National University College of Medicine, Daejeon, Korea
| | - Sung-Chan Shin
- Department of Otolaryngology-Head and Neck Surgery, Pusan National University School of Medicine, Yangsan, Korea
| | - Seung-Kuk Baek
- Department of Otolaryngology-Head and Neck Surgery, Korea University College of Medicine, Seoul, Korea
| | - Soon Young Kwon
- Department of Otolaryngology-Head and Neck Surgery, Korea University College of Medicine, Seoul, Korea
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Lee MK, Na DG, Joo L, Lee JY, Ha EJ, Kim JH, Jung SL, Baek JH. Standardized Imaging and Reporting for Thyroid Ultrasound: Korean Society of Thyroid Radiology Consensus Statement and Recommendation. Korean J Radiol 2023; 24:22-30. [PMID: 36606617 PMCID: PMC9830140 DOI: 10.3348/kjr.2022.0894] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Accepted: 11/18/2022] [Indexed: 01/03/2023] Open
Abstract
Ultrasonography (US) is a primary imaging modality for diagnosing nodular thyroid disease and has an essential role in identifying the most appropriate management strategy for patients with nodular thyroid disease. Standardized imaging techniques and reporting formats for thyroid US are necessary. For this purpose, the Korean Society of Thyroid Radiology (KSThR) organized a task force in June 2021 and developed recommendations for standardized imaging technique and reporting format, based on the 2021 KSThR consensus statement and recommendations for US-based diagnosis and management of thyroid nodules. The goal was to achieve an expert consensus applicable to clinical practice.
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Affiliation(s)
- Min Kyoung Lee
- Department of Radiology, Yeoido St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Dong Gyu Na
- Department of Radiology, Gangneung Asan Hospital, Ulsan University College of Medicine, Gangneung, Korea.
| | - Leehi Joo
- Department of Radiology, Korea University Guro Hospital, Seoul, Korea
| | - Ji Ye Lee
- Department of Radiology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Eun Ju Ha
- Department of Radiology, Ajou University Hospital, Ajou University School of Medicine, Suwon, Korea
| | - Ji-Hoon Kim
- Department of Radiology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - So Lyung Jung
- Department of Radiology, Yeoido St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Jung Hwan Baek
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
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Li W, Hong T, Fang J, Liu W, Liu Y, He C, Li X, Xu C, Wang B, Chen Y, Sun C, Li W, Kang W, Yin C. Incorporation of a machine learning pathological diagnosis algorithm into the thyroid ultrasound imaging data improves the diagnosis risk of malignant thyroid nodules. Front Oncol 2022; 12:968784. [PMID: 36568189 PMCID: PMC9774948 DOI: 10.3389/fonc.2022.968784] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2022] [Accepted: 10/21/2022] [Indexed: 12/14/2022] Open
Abstract
Objective This study aimed at establishing a new model to predict malignant thyroid nodules using machine learning algorithms. Methods A retrospective study was performed on 274 patients with thyroid nodules who underwent fine-needle aspiration (FNA) cytology or surgery from October 2018 to 2020 in Xianyang Central Hospital. The least absolute shrinkage and selection operator (lasso) regression analysis and logistic analysis were applied to screen and identified variables. Six machine learning algorithms, including Decision Tree (DT), Extreme Gradient Boosting (XGBoost), Gradient Boosting Machine (GBM), Naive Bayes Classifier (NBC), Random Forest (RF), and Logistic Regression (LR), were employed and compared in constructing the predictive model, coupled with preoperative clinical characteristics and ultrasound features. Internal validation was performed by using 10-fold cross-validation. The performance of the model was measured by the area under the receiver operating characteristic curve (AUC), accuracy, precision, recall, F1 score, Shapley additive explanations (SHAP) plot, feature importance, and correlation of features. The best cutoff value for risk stratification was identified by probability density function (PDF) and clinical utility curve (CUC). Results The malignant rate of thyroid nodules in the study cohort was 53.2%. The predictive models are constructed by age, margin, shape, echogenic foci, echogenicity, and lymph nodes. The XGBoost model was significantly superior to any one of the machine learning models, with an AUC value of 0.829. According to the PDF and CUC, we recommended that 51% probability be used as a threshold for determining the risk stratification of malignant nodules, where about 85.6% of patients with malignant nodules could be detected. Meanwhile, approximately 89.8% of unnecessary biopsy procedures would be saved. Finally, an online web risk calculator has been built to estimate the personal likelihood of malignant thyroid nodules based on the best-performing ML-ed model of XGBoost. Conclusions Combining clinical characteristics and features of ultrasound images, ML algorithms can achieve reliable prediction of malignant thyroid nodules. The online web risk calculator based on the XGBoost model can easily identify in real-time the probability of malignant thyroid nodules, which can assist clinicians to formulate individualized management strategies for patients.
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Affiliation(s)
- Wanying Li
- Center for Management and Follow-up of Chronic Diseases, Xianyang Central Hospital, Xianyang, China
| | - Tao Hong
- Pediatric Surgery Ward, Fuwai Hospital Chinese Academy of Medical Sciences, Shenzhen, China
| | - Jianqiang Fang
- Ultrasound Interventional Department, Xianyang Central Hospital, Xianyang, China,Clinical Medical Research Center, Xianyang Central Hospital, Xianyang, China
| | - Wencai Liu
- Department of Orthopaedic Surgery, The First Affiliated Hospital of Nanchang University, Nanchang, China
| | - Yuwen Liu
- Department of Chronic Disease and Endemic Disease Control Branch, Xiamen Municipal Center for Disease Control and Prevention, Xiamen, China
| | - Cunyu He
- Clinical Medical Research Center, Xianyang Central Hospital, Xianyang, China
| | - Xinxin Li
- Clinical Medical Research Center, Xianyang Central Hospital, Xianyang, China
| | - Chan Xu
- Clinical Medical Research Center, Xianyang Central Hospital, Xianyang, China
| | - Bing Wang
- Clinical Medical Research Center, Xianyang Central Hospital, Xianyang, China
| | - Yuanyuan Chen
- School of Statistics, RENMIN University of China, Beijing, China
| | - Chenyu Sun
- AMITA Health Saint Joseph Hospital Chicago, Chicago, IL, United States
| | - Wenle Li
- State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics and Center for Molecular Imaging and Translational Medicine, School of Public Health, Xiamen University, Xiamen, China,*Correspondence: Chengliang Yin, ; Wei Kang, ; Wenle Li,
| | - Wei Kang
- Department of Mathematics, Physics and Interdisciplinary Studies, Guangzhou Laboratory, Guangzhou, Guangdong, China,*Correspondence: Chengliang Yin, ; Wei Kang, ; Wenle Li,
| | - Chengliang Yin
- Faculty of Medicine, Macau University of Science and Technology, Macao, Macao SAR, China,*Correspondence: Chengliang Yin, ; Wei Kang, ; Wenle Li,
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11
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Chung SR, Baek JH, Rho YH, Choi YJ, Sung TY, Song DE, Kim TY, Lee JH. Sonographic Diagnosis of Cervical Lymph Node Metastasis in Patients with Thyroid Cancer and Comparison of European and Korean Guidelines for Stratifying the Risk of Malignant Lymph Node. Korean J Radiol 2022; 23:1102-1111. [PMID: 36126955 PMCID: PMC9614289 DOI: 10.3348/kjr.2022.0358] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2021] [Revised: 08/11/2022] [Accepted: 08/18/2022] [Indexed: 12/24/2022] Open
Abstract
OBJECTIVE To evaluate the ultrasonography (US) features for diagnosing metastasis in cervical lymph nodes (LNs) in patients with thyroid cancer and compare the US classification of risk of LN metastasis between European and Korean guidelines. MATERIALS AND METHODS From January 2014 to December 2018, US-guided fine-needle aspiration was performed on 836 LNs from 714 patients for the preoperative nodal staging of thyroid cancer. The US features of LNs were retrospectively reviewed for the following features: size, presence of hilum, margin, orientation, cystic change, punctate echogenic foci (PEF), large echogenic foci, eccentric cortical thickening, abnormal vascularity, and cortical hyperechogenicity. A multiple logistic regression analysis was performed to identify the independent US features for the diagnosis of metastatic LNs. The diagnostic performance of independent US features was subsequently evaluated. LNs were categorized according to the Korean Thyroid Imaging Reporting and Data System (K-TIRADS) and European Thyroid Association (ETA) guidelines, and the correlation between the two sets of classifications was assessed. RESULTS Absence of the hilum, presence of cystic changes, PEF, abnormal vascularity, and cortical hyperechogenicity were independent US features of metastatic LNs. Cystic changes, PEF, abnormal vascularity, and cortical hyperechogenicity showed high specificity (86.8%-99.6%). The absence of the hilum had the highest sensitivity yet low specificity (66.4%). When LNs were classified according to the ETA guidelines and K-TIRADS, they yielded similar categorizations of malignancy risks and were strongly correlated (Spearman coefficient, 0.9766 [95% confidence interval, 0.973-0.979]). According to the ETA guidelines, 9.8% (82/836) of LNs were classified as "not specified." CONCLUSION Absence of hilum, cystic changes, PEF, abnormal vascularity, and cortical hyperechogenicity were independent US features suggestive of metastatic LNs in thyroid cancer. Both K-TIRADS and the ETA guidelines provided similar risk stratification for metastatic LNs with a high correlation; however, the ETA guidelines failed to classify 9.8% of LNs into a specific risk stratum. These results may provide a basis for revising LN classification in future guidelines.
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Affiliation(s)
- Sae Rom Chung
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
| | - Jung Hwan Baek
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
| | - Yun Hwa Rho
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
| | - Young Jun Choi
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
| | - Tae-Yon Sung
- Department of Surgery, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
| | - Dong Eun Song
- Department of Pathology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
| | - Tae Yong Kim
- Department of Internal Medicine, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
| | - Jeong Hyun Lee
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul, Korea
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do Prado Padovani R, Chablani SV, Tuttle RM. Radioactive iodine therapy: multiple faces of the same polyhedron. ARCHIVES OF ENDOCRINOLOGY AND METABOLISM 2022; 66:393-406. [PMID: 35551676 PMCID: PMC9832850 DOI: 10.20945/2359-3997000000461] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/14/2021] [Accepted: 12/22/2021] [Indexed: 11/23/2022]
Abstract
The incidence of differentiated thyroid carcinoma (DTC) has increased in recent decades with early stage, low risk papillary thyroid cancer (PTC) being detected and diagnosed. As a result, the psychological, financial, and clinical ramifications of overdiagnosis and excessively aggressive therapy are being increasingly recognized with many authorities calling for a re-evaluation of the traditional "one size fits all" management approaches. To address these critical issues, most thyroid cancer guidelines endorse a more risk adapted management strategy where the intensity of therapy and follow up is matched to the anticipated risk of recurrence and death from DTC for each patient. This "less is more" strategy provides for a minimalistic management approach for properly selected patients with low-risk DTC. This has re-kindled the long-standing debate regarding the routine use of radioactive iodine therapy (RIT) in DTC. Although recent guidelines have moved toward a more selective use of RIT, particular in patients with low-intermediate risk DTC, the proper selection of patients, the expected benefit, and the potential risks continue to be a source of ongoing controversy and debate. In this manuscript, we will review the wide range of clinical, imaging, medical team, and patient factors that must be considered when evaluating individual patients for RIT. Through a review of the current literature evaluating the potential benefits and risks of RIT, we will present a risk adapted approach to proper patient selection for RIT which emphasizes peri-operative risk stratification as the primary tool that clinicians should use to guide initial RIT management recommendations.
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Lee JY, Yoo RE, Rhim JH, Lee KH, Choi KS, Hwang I, Kang KM, Kim JH. Validation of Ultrasound Risk Stratification Systems for Cervical Lymph Node Metastasis in Patients with Thyroid Cancer. Cancers (Basel) 2022; 14:cancers14092106. [PMID: 35565235 PMCID: PMC9105025 DOI: 10.3390/cancers14092106] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Revised: 04/20/2022] [Accepted: 04/21/2022] [Indexed: 12/04/2022] Open
Abstract
Simple Summary Ultrasound (US) malignancy risk stratification systems (RSS) for cervical lymph nodes (LNs) have not been fully established in patients with thyroid cancer. In this study, we assessed the malignancy risks of each US feature and risk category from the Korean Society of Thyroid Radiology (KSThR) and the European Thyroid Association (ETA). Both systems effectively classified malignancy risks; however, 15.1% of LNs were unclassifiable in ETA RSS. Suspicious US features of hyperechogenicity, cystic change, echogenic foci, and abnormal vascularity were independently associated with metastasis. When the primary tumor characteristics were assessed, tumor multiplicity was associated with metastasis in the indeterminate LN group. We refined this system and proposed an RSS based on the KSThR system for cervical LNs in patients with thyroid cancer. Abstract A malignancy risk stratification system (RSS) for cervical lymph nodes (LNs) has not been fully established. This study aimed to validate the current RSS for the diagnosis of cervical LN metastasis in thyroid cancer. In total, 346 LNs from 282 consecutive patients between December 2006 and June 2015 were included. We determined the malignancy risk of each ultrasound (US) feature and performed univariable and multivariable logistic regression analyses. Each risk category from the Korean Society of Thyroid Radiology (KSThR) and the European Thyroid Association (ETA) was applied to calculate malignancy risks. The effects of size, number of suspicious features, and primary tumor characteristics were analyzed to refine the current RSS. Suspicious features including echogenic foci, cystic change, hyperechogenicity, and abnormal vascularity were independently predictive of malignancy (p ≤ 0.045). The malignancy risks of probably benign, indeterminate, and suspicious categories were 2.2–2.5%, 26.8–29.0%, and 85.8–87.4%, respectively, according to the KSThR and ETA criteria. According to the ETA criteria, 15.1% of LNs were unclassifiable. In indeterminate LNs, multiplicity of the primary tumor was significantly associated with malignancy (odds ratio, 6.53; p = 0.004). We refined the KSThR system and proposed a US RSS for LNs in patients with thyroid cancer.
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Affiliation(s)
- Ji Ye Lee
- Department of Radiology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul 03080, Korea; (J.Y.L.); (R.-E.Y.); (K.H.L.); (K.S.C.); (I.H.); (K.M.K.)
| | - Roh-Eul Yoo
- Department of Radiology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul 03080, Korea; (J.Y.L.); (R.-E.Y.); (K.H.L.); (K.S.C.); (I.H.); (K.M.K.)
| | - Jung Hyo Rhim
- Department of Radiology, Seoul Metropolitan Government Seoul National University Boramae Medical Center, Seoul 156707, Korea;
| | - Kyung Hoon Lee
- Department of Radiology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul 03080, Korea; (J.Y.L.); (R.-E.Y.); (K.H.L.); (K.S.C.); (I.H.); (K.M.K.)
| | - Kyu Sung Choi
- Department of Radiology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul 03080, Korea; (J.Y.L.); (R.-E.Y.); (K.H.L.); (K.S.C.); (I.H.); (K.M.K.)
| | - Inpyeong Hwang
- Department of Radiology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul 03080, Korea; (J.Y.L.); (R.-E.Y.); (K.H.L.); (K.S.C.); (I.H.); (K.M.K.)
| | - Koung Mi Kang
- Department of Radiology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul 03080, Korea; (J.Y.L.); (R.-E.Y.); (K.H.L.); (K.S.C.); (I.H.); (K.M.K.)
| | - Ji-hoon Kim
- Department of Radiology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul 03080, Korea; (J.Y.L.); (R.-E.Y.); (K.H.L.); (K.S.C.); (I.H.); (K.M.K.)
- Correspondence: ; Tel.: +82-2-2072-3280
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14
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Li Q, Liu Y, Zhang G, Long H, Jiang Y, Su X. Diagnostic strategy of fine needle aspiration cytology of cystic cervical lymph node metastasis from papillary thyroid carcinoma. Diagn Cytopathol 2022; 50:350-356. [PMID: 35412028 DOI: 10.1002/dc.24963] [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: 01/24/2022] [Revised: 03/30/2022] [Accepted: 04/04/2022] [Indexed: 02/05/2023]
Abstract
BACKGROUND Cystic cervical lymph node metastasis from papillary thyroid carcinoma (CLMPTC) initially presents as cervical cystic lesions, which are often underdiagnosed as other cystic cervical lesions. There is no comprehensive diagnostic strategy of fine needle aspiration (FNA) cytology for CLMPTC. METHODS The clinical and FNA cytomorphology data of 87 patients with CLMPTC were analyzed. Thyroglobulin (TG) immunostaining was performed in 40 cases; BRAF V600E mutation was evaluated in 42 cases; the thyroglobulin (Tg) levels of aspiration fluids were assessed in 46 cases. Correspondingly, the data of 42 cases with solid cervical lymph node metastasis from papillary thyroid carcinoma (SLMPTC) and 32 cases with other cystic cervical lesions were collected as controls. RESULTS Compared with SLMPTC, CLMPTC has less classical PTC cytomorphology characteristics-for example, nuclear crowding/overlapping, nuclear irregular contours, etc. (p < .05). Additionally, micropapillary architecture and histiocyte-like tumor cells were more often observed in CLMPTC than in SLMPTC (p < .01). The positive rate of TG immunocytochemistry in CLMPTC was 100% (40/40). The positive rate of BRAF V600E mutation in CLMPTC was 81.0% (34/42), which was higher than that in SLMPTC (64.3%; 27/42) (p = .087). The Tg levels in aspiration fluids were significantly higher in CLMPTC (all>500 μg/L) than in other cervical cystic lesions (range: 2.9 μg/L to 40.1 μg/L) (p < .01). CONCLUSION To reduce underdiagnoses of CLMPTC, a reasonable diagnostic strategy, as summarized in this study is needed: according to the number of tumor cells, choosing immunocytochemistry (TG) and/or thyroglobulin in fine needle aspirates testing as auxiliary diagnostic measures.
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Affiliation(s)
- Qin Li
- Department of Pathology, West China Hospital, Chengdu, China
| | - Ying Liu
- Department of Laboratory Medicine, West China Hospital, Chengdu, China
| | - Guofu Zhang
- Department of Laboratory Medicine, West China Hospital, Chengdu, China
| | - Hu Long
- Department of Orthodontics, State Key Laboratory of Oral Diseases, West China Hospital of Stomatology, Chengdu, China
| | - Yong Jiang
- Department of Pathology, West China Hospital, Chengdu, China
| | - Xueying Su
- Department of Pathology, West China Hospital, Chengdu, China
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15
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Song Y, Xu G, Wang T, Zhu Y, Zhang Y, Zhang B. Surgeon‐performed fine‐needle aspiration for lymph nodes behind the big cervical vessels in papillary thyroid cancer. Laryngoscope Investig Otolaryngol 2022; 7:646-651. [PMID: 35434341 PMCID: PMC9008158 DOI: 10.1002/lio2.766] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2021] [Revised: 02/15/2022] [Accepted: 02/16/2022] [Indexed: 11/21/2022] Open
Abstract
Objective This study aimed to describe the technique of surgeon‐performed ultrasound (US)‐guided fine‐needle aspiration (FNA) of cervical retrovascular lymph nodes in papillary thyroid cancer (PTC) patients and analyze its efficacy. Methods This study included consecutive patients with retrovascular suspicious lymph nodes who had FNA performed by surgeons. The technique and efficacy of four different puncture routes were assessed. Results A total of 102 lymph node FNAs were performed on 100 patients. None yield insufficient aspiration, while 2% of FNA cytology result in an indeterminate diagnosis. No severe complication was observed. Cytologic testing plus thyroglobulin washout indicated sensitivity, specificity, positive predictive value, and negative predictive value in diagnosing nodal metastasis were 99%, 93%, 97%, and 97%, respectively. There was no significant difference in the test accuracy of FNA through different routes. Conclusions In PTC patients, suspicious lymph nodes behind the big cervical vessels should not be considered a contraindication to FNA. They can be diagnosed safely and accurately using appropriate puncture routes. Level of evidence: 4.
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Affiliation(s)
- Yuntao Song
- Department of Head and Neck Surgery, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing) Peking University Cancer Hospital and Institute Beijing China
| | - Guohui Xu
- Department of Head and Neck Surgery, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing) Peking University Cancer Hospital and Institute Beijing China
| | - Tianxiao Wang
- Department of Head and Neck Surgery, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing) Peking University Cancer Hospital and Institute Beijing China
| | - Yanli Zhu
- Department of Pathology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing) Peking University Cancer Hospital and Institute Beijing China
| | - Yabing Zhang
- Department of Head and Neck Surgery, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing) Peking University Cancer Hospital and Institute Beijing China
| | - Bin Zhang
- Department of Head and Neck Surgery, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing) Peking University Cancer Hospital and Institute Beijing China
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16
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Level IIb neck dissection guided by fine-needle aspiration for N1b papillary thyroid carcinoma. Surg Oncol 2022; 40:101705. [DOI: 10.1016/j.suronc.2021.101705] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2021] [Revised: 12/14/2021] [Accepted: 12/28/2021] [Indexed: 11/22/2022]
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Wang B, Zhang MK, Zhou MP, Liu Y, Li N, Liu G, Wang ZL. Logistic Regression Analysis of Conventional Ultrasound, and Contrast-Enhanced Ultrasound Characteristics: Is It Helpful in Differentiating Benign and Malignant Superficial Lymph Nodes? JOURNAL OF ULTRASOUND IN MEDICINE : OFFICIAL JOURNAL OF THE AMERICAN INSTITUTE OF ULTRASOUND IN MEDICINE 2022; 41:343-353. [PMID: 33792978 DOI: 10.1002/jum.15711] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/19/2020] [Revised: 03/07/2021] [Accepted: 03/17/2021] [Indexed: 06/12/2023]
Abstract
OBJECTIVES This study aimed to screen the significant sonographic features for differentiation of benign and malignant superficial lymph nodes (LNs) by logistic regression analysis and fit a model to diagnose LNs. METHODS A total of 204 pathological LNs were analyzed retrospectively. All the LNs underwent conventional ultrasound (US) and contrast-enhanced ultrasound (CEUS) examinations. A total of 16 suspicious sonographic features were used to assess LNs. All variables that were statistically related to the diagnosis of LNs were included in the logistic regression analysis in order to ascertain the significant features of diagnosing LNs, and to establish a logistic regression analysis model. RESULTS The significant features in the logistic regression analysis model of diagnosing malignant LNs were absence of echogenic hilus, age, and absence of hilum after enhancement. According to the results of logistic regression analysis, the formula to predict whether LNs were malignant was established. The area under the receiver operating curve (ROC) was 0.908 and the accuracy, sensitivity, and specificity were 85.0%, 92.9%, and 85.3%, respectively. CONCLUSION The logistic regression model for the significant sonographic features of conventional US and CEUS is an effective and accurate diagnostic tool for differentiating malignant and benign LNs.
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Affiliation(s)
- Bo Wang
- Department of Ultrasound, First Medical Center, Chinese People's Liberation Army General Hospital, Beijing, China
| | - Meng Ke Zhang
- Department of Ultrasound, First Medical Center, Chinese People's Liberation Army General Hospital, Beijing, China
| | - Mao Ping Zhou
- Department of Ultrasound, Affiliated Hospital of Qingdao University, Qingdao City, China
| | - Yuan Liu
- Department of Ultrasound, Fifth Medical Center, Chinese People's Liberation Army General Hospital, Beijing, China
| | - Nan Li
- Department of Ultrasound, First Medical Center, Chinese People's Liberation Army General Hospital, Beijing, China
| | - Gang Liu
- Department of Radiology, First Medical Center, Chinese People's Liberation Army General Hospital, Beijing, China
| | - Zhi Li Wang
- Department of Ultrasound, First Medical Center, Chinese People's Liberation Army General Hospital, Beijing, China
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Yang JR, Song Y, Chang SJ, Shi LL. Prediction of central compartment nodal metastases in papillary thyroid cancer using TI-RADS score, blood flow, and multifocality. Acta Radiol 2021; 63:1374-1380. [PMID: 34842479 DOI: 10.1177/02841851211041811] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND The relationship between the American College of Radiology (ACR) Thyroid Imaging Reporting and Data System (TI-RADS) and the risk of lymph node metastases in papillary thyroid cancer (PTC) could improve the detection rate of lymph node metastases in thyroid cancer and provide a scientific basis for clinical diagnosis. PURPOSE To evaluate the risk of lymph node metastases of PTC associated with the score from ACR TI-RADS adjusted for other correlative factors. MATERIAL AND METHODS A total of 560 patients with pathologically confirmed PTC were included in the study and classified into a metastases group and a non-metastases group. Clinical and pathological manifestations of the patients were collected. RESULTS The median TI-RADS score was 13 (p25-p75 = 11-14) among the patients with lymph node metastases, higher than those without metastases 9 (8-10) (P < 0.001). Multiple logistic regression indicated that TI-RADS score (odds ratio [OR] = 2.204), male sex (OR = 2.376), multifocality (OR = 4.170), and rich blood flow (OR = 3.656) were risk factors for lymph node metastases in patients with thyroid carcinoma. Some related factors such as TI-RADS score, age(<45years old), male, multifocality and rich blood flow were related to lymph node metastases in the central area of the neck which could provide therapeutic strategy for further treatment. CONCLUSION it is not just the TI-RADS score but also multifocality, blood flow, and sex that influence the prediction of the risk of PTC central lymph node metastases.
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Affiliation(s)
- Jin-Ru Yang
- Department of Ultrasonics, The First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, PR China
| | - Yan Song
- Department of Ultrasonics, The First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, PR China
| | - Shu-Juan Chang
- Department of Ultrasonics, The First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, PR China
| | - Li-Li Shi
- Department of Ultrasonics, The First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, PR China
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Li Y, Su X, Yao F, Wu T, Peng J, Yang A. Comparison of the value of ultrasound and enhanced magnetic resonance imaging in judging cervical lymph node metastasis in patients with oral cancer. Bull Cancer 2021; 108:1085-1090. [PMID: 34782121 DOI: 10.1016/j.bulcan.2021.09.010] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2020] [Revised: 05/17/2021] [Accepted: 09/02/2021] [Indexed: 11/28/2022]
Abstract
BACKGROUND Oral cancer is the twelfth largest malignant tumor in the world. Oral cancer is prone to lymph node metastasis in the early stages of the disease, and lymph node metastasis will directly affect the treatment and survival rate. Therefore, whether the lymph node metastasis can be accurately evaluated is of great significance to the treatment and prognosis of patients. OBJECTIVE The diagnostic efficacy of three methods of preoperative ultrasound, enhanced magnetic resonance (enhanced MR), and ultrasound combined with enhanced MR on cervical lymph node metastasis of oral cancer were compared. MATERIALS AND METHODS A retrospective analysis of 399 cases of oral cancer completed by head and neck surgery at Cancer Center of Sun Yat-sen University, China. In all cases, the maxillofacial and neck enhanced MR and cervical lymph node ultrasound examinations were performed before surgery, and imaging diagnosis was made for cervical lymph node metastasis and compared with pathology. All judgment results were statistically processed using the chi-square test. RESULTS Compared with the above three methods, the diagnostic efficiency of ultrasound alone is better, and the diagnostic efficiency of enhanced MR combined ultrasound is not significantly better than that of ultrasound alone. There are differences in the diagnostic efficacy of the three inspection methods in different clinical sub-periods, all of which are better for the diagnosis of stage I. For patients with stage I, II, and III, there were no differences between the three examination methods. However, for stage IV patients,the diagnostic efficiency of ultrasound alone is better. For patients with stage N0, there was no difference in diagnostic efficacy between the three methods. For the assessment of lymph nodes in the I-III region, there are differences between the three methods of examination: the diagnostic efficiency of ultrasound alone is better, and enhanced MR combined ultrasound is not significantly better than ultrasound alone. For the evaluation of lymph nodes in the IV-VII region, there was no difference in diagnostic efficacy between the three methods. CONCLUSION According to the clinical characteristics and prognosis of patients with oral cancer, although enhanced MR can better evaluate the tumor, ultrasound may be considered as the preferred imaging method for cervical lymph node metastasis. SIGNIFICANCE Accurate assessment and proper and timely treatment of lymph node metastasis can help improve the survival rate of patients.
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Affiliation(s)
- Yixuan Li
- Sun Yat-sen University Cancer Center, Department of Head and Neck Surgery, 51, Dongfeng Dong Road, Guangzhou, 510060, China; State key laboratory of Oncology in South China, Guangzhou, China; Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
| | - Xuan Su
- Sun Yat-sen University Cancer Center, Department of Head and Neck Surgery, 51, Dongfeng Dong Road, Guangzhou, 510060, China; State key laboratory of Oncology in South China, Guangzhou, China; Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
| | - Fan Yao
- Sun Yat-sen University Cancer Center, Department of Head and Neck Surgery, 51, Dongfeng Dong Road, Guangzhou, 510060, China; State key laboratory of Oncology in South China, Guangzhou, China; Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
| | - Tong Wu
- Sun Yat-sen University Cancer Center, Department of Head and Neck Surgery, 51, Dongfeng Dong Road, Guangzhou, 510060, China; State key laboratory of Oncology in South China, Guangzhou, China; Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
| | - Jin Peng
- Sun Yat-sen University Cancer Center, Department of Head and Neck Surgery, 51, Dongfeng Dong Road, Guangzhou, 510060, China; State key laboratory of Oncology in South China, Guangzhou, China; Collaborative Innovation Center for Cancer Medicine, Guangzhou, China
| | - Ankui Yang
- Sun Yat-sen University Cancer Center, Department of Head and Neck Surgery, 51, Dongfeng Dong Road, Guangzhou, 510060, China; State key laboratory of Oncology in South China, Guangzhou, China; Collaborative Innovation Center for Cancer Medicine, Guangzhou, China.
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20
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Ha EJ, Chung SR, Na DG, Ahn HS, Chung J, Lee JY, Park JS, Yoo RE, Baek JH, Baek SM, Cho SW, Choi YJ, Hahn SY, Jung SL, Kim JH, Kim SK, Kim SJ, Lee CY, Lee HK, Lee JH, Lee YH, Lim HK, Shin JH, Sim JS, Sung JY, Yoon JH, Choi M. 2021 Korean Thyroid Imaging Reporting and Data System and Imaging-Based Management of Thyroid Nodules: Korean Society of Thyroid Radiology Consensus Statement and Recommendations. Korean J Radiol 2021; 22:2094-2123. [PMID: 34719893 PMCID: PMC8628155 DOI: 10.3348/kjr.2021.0713] [Citation(s) in RCA: 115] [Impact Index Per Article: 38.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2021] [Accepted: 09/10/2021] [Indexed: 11/15/2022] Open
Abstract
Incidental thyroid nodules are commonly detected on ultrasonography (US). This has contributed to the rapidly rising incidence of low-risk papillary thyroid carcinoma over the last 20 years. The appropriate diagnosis and management of these patients is based on the risk factors related to the patients as well as the thyroid nodules. The Korean Society of Thyroid Radiology (KSThR) published consensus recommendations for US-based management of thyroid nodules in 2011 and revised them in 2016. These guidelines have been used as the standard guidelines in Korea. However, recent advances in the diagnosis and management of thyroid nodules have necessitated the revision of the original recommendations. The task force of the KSThR has revised the Korean Thyroid Imaging Reporting and Data System and recommendations for US lexicon, biopsy criteria, US criteria of extrathyroidal extension, optimal thyroid computed tomography protocol, and US follow-up of thyroid nodules before and after biopsy. The biopsy criteria were revised to reduce unnecessary biopsies for benign nodules while maintaining an appropriate sensitivity for the detection of malignant tumors in small (1-2 cm) thyroid nodules. The goal of these recommendations is to provide the optimal scientific evidence and expert opinion consensus regarding US-based diagnosis and management of thyroid nodules.
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Affiliation(s)
- Eun Ju Ha
- Department of Radiology, Ajou University School of Medicine, Suwon, Korea
| | - Sae Rom Chung
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Dong Gyu Na
- Department of Radiology, GangNeung Asan Hospital, University of Ulsan College of Medicine, Gangneung, Korea.
| | - Hye Shin Ahn
- Department of Radiology, Chung-Ang University Hospital, Chung-Ang University College of Medicine, Seoul, Korea
| | - Jin Chung
- Department of Radiology, Ewha Womans University School of Medicine, Seoul, Korea
| | - Ji Ye Lee
- Department of Radiology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Jeong Seon Park
- Department of Radiology, Hanyang University College of Medicine, Hanyang University Hospital, Seoul, Korea
| | - Roh-Eul Yoo
- Department of Radiology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Jung Hwan Baek
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Sun Mi Baek
- Department of Radiology, Haeundae Sharing and Happiness Hospital, Busan, Korea
| | - Seong Whi Cho
- Department of Radiology, Kangwon National University Hospital, Chuncheon, Korea
| | - Yoon Jung Choi
- Department of Radiology, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Soo Yeon Hahn
- Department of Radiology and Center for Imaging Science, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - So Lyung Jung
- Department of Radiology, Yeouido St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Ji-Hoon Kim
- Department of Radiology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Seul Kee Kim
- Department of Radiology, Chonnam National University Hwasun Hospital, Chonnam National University Medical School, Hwasun, Korea
| | - Soo Jin Kim
- Department of Radiology, New Korea Hospital, Gimpo, Korea
| | - Chang Yoon Lee
- Department of Radiology, Research Institute and Hospital, National Cancer Center, Goyang, Korea
| | - Ho Kyu Lee
- Department of Radiology, Jeju National University, Jeju, Korea
| | - Jeong Hyun Lee
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Young Hen Lee
- Department of Radiology, Ansan Hospital, Korea University College of Medicine, Ansan, Korea
| | - Hyun Kyung Lim
- Department of Radiology, Soonchunhyang University Seoul Hospital, Seoul, Korea
| | - Jung Hee Shin
- Department of Radiology and Center for Imaging Science, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Jung Suk Sim
- Department of Radiology, Withsim Clinic, Seongnam, Korea
| | - Jin Young Sung
- Department of Radiology and Thyroid Center, Daerim St. Mary's Hospital, Seoul, Korea
| | - Jung Hyun Yoon
- Department of Radiology, Research Institute of Radiological Science, Yonsei University College of Medicine, Seoul, Korea
| | - Miyoung Choi
- Division for Healthcare Technology Assessment Research, National Evidence-based Healthcare Collaborating Agency, Seoul, Korea
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21
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Ben-Skowronek I, Sieniawska J, Pach E, Wrobel W, Skowronek A, Tomczyk Z, Mlodawska A, Makuch M, Malka M, Cielecki C, Nachulewicz P. Thyroid Cancer Risk Factors in Children with Thyroid Nodules: A One-Center Study. J Clin Med 2021; 10:jcm10194455. [PMID: 34640473 PMCID: PMC8509812 DOI: 10.3390/jcm10194455] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2021] [Revised: 09/20/2021] [Accepted: 09/27/2021] [Indexed: 12/16/2022] Open
Abstract
Thyroid nodules are common in the adult population (13%), but in childhood, they are relatively rarely diagnosed (0.2–5%). The risk factors and diagnostic and therapeutic algorithms are well-known and effectively used in adults, but no clear procedures supported by scientific research are available in the pediatric population. Our aim in this study was to identify predictive factors for thyroid cancer in a pediatric population. We retrospectively analyzed 112 children (80 girls and 32 boys, aged 0.6–18 years, with an average group age of 13.4 ± 4.5 years) with thyroid nodules who presented or were referred between 2010 and 2021. A total of 37 children qualified for partial or total thyroidectomy. After histopathological nodule examination, the most common cases were benign lesions in 23 patients (57.5%) and malignant lesions in 14 children (32.5%). Solitary benign thyroid nodules were found in 16 children (40%). Malignancy risk was higher in children with increased nodule diameter (greater than 7 mm; p = 0.018) or hypoechogenic lesions in ultrasound (p = 0.010), with no correlation between increased blood flow in the vessels and tumor diagnosis. The relative risk of developing thyroid cancer for class III was found to be higher in comparison to adults and 11.1 times higher than for classes I and II combined.
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Affiliation(s)
- Iwona Ben-Skowronek
- Department of Pediatric Endocrinology and Diabetology with the Endocrinology and Metabolic Laboratory, Medical University of Lublin, 20-093 Lublin, Poland; (J.S.); (E.P.); (W.W.); (A.S.); (Z.T.); (A.M.); (M.M.); (M.M.)
- Correspondence: ; Tel.: +48-817185440
| | - Joanna Sieniawska
- Department of Pediatric Endocrinology and Diabetology with the Endocrinology and Metabolic Laboratory, Medical University of Lublin, 20-093 Lublin, Poland; (J.S.); (E.P.); (W.W.); (A.S.); (Z.T.); (A.M.); (M.M.); (M.M.)
| | - Emilia Pach
- Department of Pediatric Endocrinology and Diabetology with the Endocrinology and Metabolic Laboratory, Medical University of Lublin, 20-093 Lublin, Poland; (J.S.); (E.P.); (W.W.); (A.S.); (Z.T.); (A.M.); (M.M.); (M.M.)
| | - Wiktoria Wrobel
- Department of Pediatric Endocrinology and Diabetology with the Endocrinology and Metabolic Laboratory, Medical University of Lublin, 20-093 Lublin, Poland; (J.S.); (E.P.); (W.W.); (A.S.); (Z.T.); (A.M.); (M.M.); (M.M.)
| | - Anna Skowronek
- Department of Pediatric Endocrinology and Diabetology with the Endocrinology and Metabolic Laboratory, Medical University of Lublin, 20-093 Lublin, Poland; (J.S.); (E.P.); (W.W.); (A.S.); (Z.T.); (A.M.); (M.M.); (M.M.)
| | - Zaklina Tomczyk
- Department of Pediatric Endocrinology and Diabetology with the Endocrinology and Metabolic Laboratory, Medical University of Lublin, 20-093 Lublin, Poland; (J.S.); (E.P.); (W.W.); (A.S.); (Z.T.); (A.M.); (M.M.); (M.M.)
| | - Anna Mlodawska
- Department of Pediatric Endocrinology and Diabetology with the Endocrinology and Metabolic Laboratory, Medical University of Lublin, 20-093 Lublin, Poland; (J.S.); (E.P.); (W.W.); (A.S.); (Z.T.); (A.M.); (M.M.); (M.M.)
| | - Magdalena Makuch
- Department of Pediatric Endocrinology and Diabetology with the Endocrinology and Metabolic Laboratory, Medical University of Lublin, 20-093 Lublin, Poland; (J.S.); (E.P.); (W.W.); (A.S.); (Z.T.); (A.M.); (M.M.); (M.M.)
| | - Magdalena Malka
- Department of Pediatric Endocrinology and Diabetology with the Endocrinology and Metabolic Laboratory, Medical University of Lublin, 20-093 Lublin, Poland; (J.S.); (E.P.); (W.W.); (A.S.); (Z.T.); (A.M.); (M.M.); (M.M.)
| | - Czeslaw Cielecki
- Department of Paediatric Surgery and Traumatology, Medical University of Lublin, 20-093 Lublin, Poland; (C.C.); (P.N.)
| | - Pawel Nachulewicz
- Department of Paediatric Surgery and Traumatology, Medical University of Lublin, 20-093 Lublin, Poland; (C.C.); (P.N.)
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22
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Song Y, Xu G, Wang T, Zhang Y, Zhang B. Indications of Superselective Neck Dissection in Patients With Lateral Node Metastasis of Papillary Thyroid Carcinoma. Otolaryngol Head Neck Surg 2021; 166:832-839. [PMID: 34488520 DOI: 10.1177/01945998211038318] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
OBJECTIVE The extent of neck dissection in papillary thyroid carcinoma (PTC) patients with lateral neck metastasis is controversial. This work aims to screen the patients suitable for superselective neck dissections including only levels III-IV. STUDY DESIGN Prospective observational cohort study. SETTING The study was conducted in a high-volume tertiary care setting. METHODS A total of 134 consecutive previously untreated PTC patients with lateral neck metastases and subjected to 154 therapeutic lateral neck dissections (including levels II, III, IV, and VB) between June 2018 and March 2021 were enrolled. Fine-needle aspiration was performed preoperatively at each suspicious neck level. Clinical predictors were analyzed for occult lymph node metastases at levels II and VB. RESULTS As a result, 44.8% and 5.8% of neck specimens exhibited metastatic lymph nodes at levels II and VB. In addition, univariate and multivariate analyses showed that the primary tumor in the ipsilateral thyroid upper lobe (P = .016, odds ratio = 3.528) and clinically multiple metastatic lymph nodes in level III-IV (P = .005, odds ratio = 6.414) were independent predictive factors for occult level II metastases. All 3 (1.9%) occult metastases at level VB were found in necks with preoperative multiple lymph node metastases. CONCLUSIONS A superselective lateral neck dissection including levels III to IV may be considered in patients with PTC when the preoperative evaluation identifies a single lymph node metastasis located at levels III to IV and the primary tumor is not in the upper lobe of the ipsilateral thyroid.
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Affiliation(s)
- Yuntao Song
- Department of Head and Neck Surgery, Peking University Cancer Hospital and Institute, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Beijing, China
| | - Guohui Xu
- Department of Head and Neck Surgery, Peking University Cancer Hospital and Institute, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Beijing, China
| | - Tianxiao Wang
- Department of Head and Neck Surgery, Peking University Cancer Hospital and Institute, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Beijing, China
| | - Yabing Zhang
- Department of Head and Neck Surgery, Peking University Cancer Hospital and Institute, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Beijing, China
| | - Bin Zhang
- Department of Head and Neck Surgery, Peking University Cancer Hospital and Institute, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Beijing, China
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23
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Jia X, Wang Y, Liu Y, Wang X, Yao X, Tao R, Liu H, Yang A, Gao R. Thyroglobulin Measurement Through Fine-Needle Aspiration for Optimizing Neck Node Dissection in Papillary Thyroid Cancer. Ann Surg Oncol 2021; 29:88-96. [PMID: 34386915 PMCID: PMC8677638 DOI: 10.1245/s10434-021-10549-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2020] [Accepted: 07/14/2021] [Indexed: 01/10/2023]
Abstract
BACKGROUND Thyroglobulin measurement in fine-needle aspiration (FNA-Tg) is an additional diagnostic tool of lymph node metastasis (LNM) in papillary thyroid carcinoma (PTC). However, its performance as a preoperative indicator of lateral neck LNM in PTC is unclear. We evaluated the use of FNA cytology and FNA-Tg to detect neck LNM presurgery using a simple methodology, and established a cut-off value for diagnosing LNM in PTC. METHODS We performed a retrospective cohort study based on hospital records, including 299 FNA-Tg measurements from 228 patients with PTC. The cut-off value for FNA-Tg was obtained through a receiver operating characteristic (ROC) curve analysis. The relationships between various parameters and FNA-Tg were analyzed using Spearman's correlation. RESULTS Of 299 lymph nodes (LNs) from 228 patients following surgery, 151 were malignant and 148 were benign. The median FNA-Tg levels were 414.40 ng/mL and 6.36 ng/mL in the metastatic and benign LNs, respectively. An FNA-Tg cut-off value of 28.3 ng/mL had the best diagnostic performance (93.38% sensitivity, 70.27% specificity, area under the ROC curve [AUC] 0.868) in the whole cohort. The diagnostic value performed better in the lateral neck group (level II-V, n = 163) than in the central neck group (level VI, n = 136); in the lateral neck group, the sensitivity and specificity of the FNA-Tg cut-off (16.8 ng/mL) were 96.25% and 96.36%, respectively. CONCLUSIONS FNA-Tg is a useful technique for the diagnosis of LNM before surgery, especially in lateral neck dissection. CLINICAL TRIAL REGISTRATION NUMBER ChiCTR1900028547.
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Affiliation(s)
- Xi Jia
- Department of Nuclear Medicine, The First Affiliated Hospital of Xian Jiaotong University, Xi'an, Shaanxi, China
| | - Yuanbo Wang
- Department of Nuclear Medicine, The First Affiliated Hospital of Xian Jiaotong University, Xi'an, Shaanxi, China
| | - Yan Liu
- Department of Nuclear Medicine, The First Affiliated Hospital of Xian Jiaotong University, Xi'an, Shaanxi, China
| | - Xiang Wang
- Department of Ultrasound, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
| | - Xiaobao Yao
- Department of Otorhinolaryngology - Head and Neck Surgery, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
| | - Runyi Tao
- Department of Thoracic Surgery, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
| | - Hui Liu
- Biobank, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shaanxi, China
| | - Aimin Yang
- Department of Nuclear Medicine, The First Affiliated Hospital of Xian Jiaotong University, Xi'an, Shaanxi, China
| | - Rui Gao
- Department of Nuclear Medicine, The First Affiliated Hospital of Xian Jiaotong University, Xi'an, Shaanxi, China.
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24
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Calle S, Choi J, Ahmed S, Bell D, Learned KO. Imaging of the Thyroid: Practical Approach. Neuroimaging Clin N Am 2021; 31:265-284. [PMID: 34243863 DOI: 10.1016/j.nic.2021.04.008] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Imaging evaluation of the thyroid gland spans a plethora of modalities, including ultrasound imaging, cross-sectional studies, and nuclear medicine techniques. The overlapping of clinical and imaging findings of benign and malignant thyroid disease can make interpretation a complex undertaking. We aim to review and simplify the vast current literature and provide a practical approach to the imaging of thyroid disease for application in daily practice. Our approach highlights the keys to differentiating and diagnosing common benign and malignant disease affecting the thyroid gland.
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Affiliation(s)
- Susana Calle
- Department of Neuroradiology, Division of Diagnostic Imaging, The University of Texas MD Anderson Cancer Center, 1400 Pressler Street Unit 1482, Houston, TX 77030, USA.
| | - Jeanie Choi
- Neuroradiology Section, Department of Diagnostic and Interventional Imaging, The University of Texas Health Science Center at Houston, 6431 Fannin Street, Houston, TX 77030, USA
| | - Salmaan Ahmed
- Department of Neuroradiology, Division of Diagnostic Imaging, The University of Texas MD Anderson Cancer Center, 1400 Pressler Street Unit 1482, Houston, TX 77030, USA
| | - Diana Bell
- Head and Neck Section, Departments of Pathology and Head and Neck Surgery, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Boulevard, Houston, TX 77030, USA
| | - Kim O Learned
- Department of Neuroradiology, Division of Diagnostic Imaging, The University of Texas MD Anderson Cancer Center, 1400 Pressler Street Unit 1482, Houston, TX 77030, USA
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25
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Chasen NN, Wang JR, Gan Q, Ahmed S. Imaging of Cervical Lymph Nodes in Thyroid Cancer: Ultrasound and Computed Tomography. Neuroimaging Clin N Am 2021; 31:313-326. [PMID: 34243866 DOI: 10.1016/j.nic.2021.04.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
Sonographic evaluation of cervical lymph nodes in patients with thyroid malignancy is important both for preoperative staging and for post-treatment surveillance, and contrast-enhanced computed tomography plays a complementary role. Knowledge of anatomy and surgical approaches, combined with an understanding of the various imaging features that distinguish malignant from benign lymph nodes, allows for accurate staging, thereby enabling complete surgical initial resection.
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Affiliation(s)
- Noah Nathan Chasen
- Department of Neuroradiology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Boulevard, Unit 1482, Houston, TX 77030-4009, USA
| | - Jennifer Rui Wang
- Department of Head and Neck Surgery, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Boulevard, Unit 1445, Houston, TX 77030-4009, USA
| | - Qiong Gan
- Department of Anatomical Pathology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Boulevard, Unit 0085, Houston, TX 77030-4009, USA
| | - Salmaan Ahmed
- Department of Neuroradiology, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Boulevard, Unit 1482, Houston, TX 77030-4009, USA.
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26
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Colakoglu B, Alis D, Seymen H. Diagnostic Accuracy of Ultrasound for the Evaluation of Lateral Compartment Lymph Nodes in Papillary Thyroid Carcinoma. Curr Med Imaging 2021; 16:459-465. [PMID: 32410547 DOI: 10.2174/1573405615666190619093618] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2019] [Revised: 03/21/2019] [Accepted: 04/01/2019] [Indexed: 11/22/2022]
Abstract
AIMS To evaluate the diagnostic accuracy of ultrasound (US) assessing the lateral compartment lymph node metastasis in patients with primary papillary thyroid carcinoma (PTC), and to demonstrate the incidence and patterns of the lateral lymph node metastasis. METHODS We retrospectively reviewed 198 patients with primary PTC who underwent thyroidectomy in addition to modified lateral neck dissections (MLND) involving level II to level V due to clinically positive lateral neck disease. A skilled and experienced single operator performed all US examinations. Surgical pathology results were accepted as the reference method and sensitivity, specificity, and diagnostic accuracy of US in detecting metastatic lymph nodes established using level-by-level analysis. RESULTS In the study cohort, 10.1% of the patients had lateral compartment lymph node metastases without any central compartment involvement. For the lateral compartment, 48.5% had level II, 74.7% had level III, 64.6% had level IV, and 29.3% of the patients had level V metastasis. None of the patients had isolated level V metastasis. The sensitivity, specificity, and diagnostic accuracy of US in identifying lateral lymph compartment metastasis ranged from 87% to 91.4%, 92% to 98.6% 92.4% to 96%, respectively. However, the sensitivity (74.7%) and diagnostic accuracy (76.2%) of US significantly decreased for the central compartment while specificity (90%) remained similar. CONCLUSION US performed by a skilled operator has an excellent diagnostic accuracy for the evaluation of lateral cervical lymph nodes in primary PTC; thus, might enable precise tailoring of the management strategies. Moreover, the high incidence of level V involvement favors MLND over selective approaches.
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Affiliation(s)
- Bulent Colakoglu
- Department of Radiology, Vehbi Koc Foundation American Hospital, Istanbul, Turkey
| | - Deniz Alis
- Department of Radiology, Istanbul Mehmet Akif Ersoy Thoracic and Cardiovascular Surgery Training and Research Hospital, Halkali, Istanbul, Turkey
| | - Hulya Seymen
- Department of Nuclear Imaging, Koc University, School of medicine, Istanbul, Turkey
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27
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Song Y, Xu G, Wang T, Zhang B. Lateral neck multilevel fine-needle aspiration cytology and thyroglobulin estimation in papillary thyroid carcinoma. Laryngoscope Investig Otolaryngol 2021; 6:570-575. [PMID: 34195379 PMCID: PMC8223459 DOI: 10.1002/lio2.570] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2021] [Revised: 03/10/2021] [Accepted: 04/20/2021] [Indexed: 01/23/2023] Open
Abstract
OBJECTIVE To assess the accuracy of preoperative ultrasound-guided multilevel fine-needle aspiration (FNA) cytology and thyroglobulin (Tg) estimation in mapping metastatic levels in the lateral neck, in patients with papillary thyroid carcinoma (PTC). METHODS Patients with PTC clinically metastasizing to the lateral neck who were initially treated at the Peking University Cancer Hospital from June 2018 to September 2020 were included. FNA was performed preoperatively in each suspicious neck level; cytological examination (FNA-C) and Tg measurement of the needle-washout fluid (FNA-Tg) were combined to determine metastasis. FNA-Tg cutoff value was calculated, and the accuracy of FNA at different levels were evaluated. RESULTS In total, 111 patients underwent 124 lymph node dissections. The best cutoff value of FNA-Tg for the diagnosis of metastatic level was 1.0 ng/mL. Multilevel FNA showed sensitivity, specificity, positive predictive value, and negative predictive value in predicting single-level metastasis of 100%, 61.0%, 43.9%, and 100%, respectively. In 64 (51.6%) cases, the involved levels diagnosed by FNA were consistent with that diagnosed by postoperative pathology. CONCLUSION FNA-Tg improves the diagnostic performance of FNA-C in lateral neck lymph node metastases. However, limited accuracy was obtained for preoperative multilevel FNA in predicting the extent of metastasis in the lateral compartment.
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Affiliation(s)
- Yuntao Song
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Head and Neck SurgeryPeking University Cancer Hospital and InstituteBeijingChina
| | - Guohui Xu
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Head and Neck SurgeryPeking University Cancer Hospital and InstituteBeijingChina
| | - Tianxiao Wang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Head and Neck SurgeryPeking University Cancer Hospital and InstituteBeijingChina
| | - Bin Zhang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing), Department of Head and Neck SurgeryPeking University Cancer Hospital and InstituteBeijingChina
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Esce AR, Redemann JP, Sanchez AC, Olson GT, Hanson JA, Agarwal S, Boyd NH, Martin DR. Predicting nodal metastases in papillary thyroid carcinoma using artificial intelligence. Am J Surg 2021; 222:952-958. [PMID: 34030870 DOI: 10.1016/j.amjsurg.2021.05.002] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2021] [Revised: 04/28/2021] [Accepted: 05/05/2021] [Indexed: 10/21/2022]
Abstract
BACKGROUND The presence of nodal metastases is important in the treatment of papillary thyroid carcinoma (PTC). We present our experience using a convolutional neural network (CNN) to predict the presence of nodal metastases in a series of PTC patients using visual histopathology from the primary tumor alone. METHODS 174 cases of PTC were evaluated for the presence or absence of lymph metastases. The artificial intelligence (AI) algorithm was trained and tested on its ability to discern between the two groups. RESULTS The best performing AI algorithm demonstrated a sensitivity and specificity of 94% and 100%, respectively, when identifying nodal metastases. CONCLUSION A CNN can be used to accurately predict the likelihood of nodal metastases in PTC using visual data from the primary tumor alone.
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Affiliation(s)
- Antoinette R Esce
- Department of Surgery, Division of Otolaryngology Head and Neck Surgery, MSC10 5610, University of New Mexico, Albuquerque, NM, 87131, USA.
| | - Jordan P Redemann
- Department of Pathology, MSC08 4640, University of New Mexico, Albuquerque, NM, 87131, USA
| | - Andrew C Sanchez
- Department of Pathology, MSC08 4640, University of New Mexico, Albuquerque, NM, 87131, USA
| | - Garth T Olson
- Department of Surgery, Division of Otolaryngology Head and Neck Surgery, MSC10 5610, University of New Mexico, Albuquerque, NM, 87131, USA
| | - Joshua A Hanson
- Department of Pathology, MSC08 4640, University of New Mexico, Albuquerque, NM, 87131, USA
| | - Shweta Agarwal
- Department of Pathology, MSC08 4640, University of New Mexico, Albuquerque, NM, 87131, USA
| | - Nathan H Boyd
- Department of Surgery, Division of Otolaryngology Head and Neck Surgery, MSC10 5610, University of New Mexico, Albuquerque, NM, 87131, USA
| | - David R Martin
- Department of Pathology, MSC08 4640, University of New Mexico, Albuquerque, NM, 87131, USA
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Frates MC, Parziale MP, Alexander EK, Barletta JA, Benson CB. Role of Sonographic Characteristics of Thyroid Bed Lesions Identified Following Thyroidectomy in the Diagnosis or Exclusion of Recurrent Cancer. Radiology 2021; 299:374-380. [PMID: 33650902 DOI: 10.1148/radiol.2021201596] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Background US of the thyroid bed in patients with thyroid cancer often depicts small lesions, but it is unclear whether US characteristics of lesions can help predict cancer recurrence. Purpose To determine whether size or US features of lesions in the thyroid bed after thyroidectomy in conjunction with clinical features can help predict thyroid cancer recurrence. Materials and Methods With use of a US reporting database, all patients imaged between July 2006 and June 2016 with an indication of post-thyroidectomy follow-up were retrospectively identified. Recorded data included patient demographic characteristics; date of thyroidectomy; thyroid cancer type; presence, size, and US characteristics of thyroid bed lesions; and results of fine-needle aspiration (FNA). Images were reviewed for lesions that underwent FNA. The Fisher exact test was used for analysis. Results A total of 1885 patients (mean age ± standard deviation, 48 years ± 15; 1493 female patients) underwent 5732 US examinations. Most patients (1541 of 1885 [82%]) had papillary cancer. Overall, 3163 thyroid bed lesions were reported in 5732 US examinations (40.4%). More than half of these lesions (1860 of 3163 [58.8%]) had a maximum measurement of 6 mm or greater. FNA was performed in 144 of the 3163 lesions (4.6%), of which 61 (42.4%) were malignant, 33 (22.9%) were benign, and 50 (34.7%) were nondiagnostic. Five nondiagnostic lesions eventually proved malignant. Only the presence of punctate echogenicities in the lesion (28 of 61 malignant lesions [45.9%]; three of 33 benign lesions [9%]; 12 of 50 nondiagnostic lesions [24%]; P < .001) or the history of positive lymph nodes at thyroidectomy (44 of 61 malignant lesions [72.1%]; 10 of 33 benign lesions [30%]; 19 of 50 nondiagnostic lesions [38%]; P < .001) were associated with malignancy. Of 3019 thyroid bed lesions that did not undergo FNA, three were malignant and 2248 showed no growth at follow-up US ranging from 6 months to 10 years and are presumed benign. Of the 1303 lesions smaller than 6 mm, only two (0.2%) were malignant. Conclusion Small lesions are commonly found in the thyroid bed after thyroidectomy, and most are likely to be benign. Lesions smaller than 6 mm with no punctate echogenicities had a minimal risk for malignancy. © RSNA, 2021 See also the editorial by Grant and Malhi in this issue.
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Affiliation(s)
- Mary C Frates
- From the Department of Radiology (M.C.F., C.B.B.), Department of Medicine, Division of Endocrinology, Diabetes and Hypertension (E.K.A.), and Department of Pathology (J.A.B.), Brigham and Women's Hospital, Harvard Medical School, 75 Francis St, Boston, MA 02067; and University of Vermont Medical School, Burlington, Vt (M.P.P.)
| | - Melanie P Parziale
- From the Department of Radiology (M.C.F., C.B.B.), Department of Medicine, Division of Endocrinology, Diabetes and Hypertension (E.K.A.), and Department of Pathology (J.A.B.), Brigham and Women's Hospital, Harvard Medical School, 75 Francis St, Boston, MA 02067; and University of Vermont Medical School, Burlington, Vt (M.P.P.)
| | - Erik K Alexander
- From the Department of Radiology (M.C.F., C.B.B.), Department of Medicine, Division of Endocrinology, Diabetes and Hypertension (E.K.A.), and Department of Pathology (J.A.B.), Brigham and Women's Hospital, Harvard Medical School, 75 Francis St, Boston, MA 02067; and University of Vermont Medical School, Burlington, Vt (M.P.P.)
| | - Justine A Barletta
- From the Department of Radiology (M.C.F., C.B.B.), Department of Medicine, Division of Endocrinology, Diabetes and Hypertension (E.K.A.), and Department of Pathology (J.A.B.), Brigham and Women's Hospital, Harvard Medical School, 75 Francis St, Boston, MA 02067; and University of Vermont Medical School, Burlington, Vt (M.P.P.)
| | - Carol B Benson
- From the Department of Radiology (M.C.F., C.B.B.), Department of Medicine, Division of Endocrinology, Diabetes and Hypertension (E.K.A.), and Department of Pathology (J.A.B.), Brigham and Women's Hospital, Harvard Medical School, 75 Francis St, Boston, MA 02067; and University of Vermont Medical School, Burlington, Vt (M.P.P.)
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Han DY, Sohn YM, Seo M, Yun SJ, Park WS, Jeon SH, Cho YH. Shear-wave elastography in thyroid ultrasound: Can be a predictor of extrathyroidal extension and cervical lymph node metastasis in papillary thyroid carcinoma? Medicine (Baltimore) 2020; 99:e23654. [PMID: 33350745 PMCID: PMC7769340 DOI: 10.1097/md.0000000000023654] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/05/2020] [Revised: 08/19/2020] [Accepted: 11/12/2020] [Indexed: 11/25/2022] Open
Abstract
ABSTRACT This study aimed to investigate whether extrathyroidal extension (ETE) and cervical lymph node metastasis (LNM) can be predicted using elasticity parameters of shear-wave elastography (SWE) combined with B-mode ultrasound (US) of papillary thyroid carcinomas (PTCs).We retrospectively reviewed 111 patients who underwent preoperative SWE evaluation among PTC patients from July 1, 2016 to June 20, 2018. Patients were divided into 2 groups based on the presence or absence of ETE based on pathology reports. Univariate and multivariate analyses of clinical and radiologic features including B-mode US features, US patterns, and SWE parameters were performed. These analyses were repeated in LNM positive and negative groups. The diagnostic performance of SWE parameters were also evaluated.Of the 111 patients, 33 had ETE, 78 did not have ETE, 44 had LNM, and 67 did not have LNM. A taller-than-wide shape and T3 stage on US were associated with ETE. Female sex, total thyroidectomy, and T3 stage on US were associated with LNM. When B-mode US and SWE were combined, there was no improvement in diagnostic performance.Combination of SWE and B-mode US findings is not useful for predicting ETE and LNM status in PTC patients.
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Affiliation(s)
- Dong Yoon Han
- Department of Radiology, Kyung Hee University Hospital, College of Medicine, Kyung Hee University, Seoul
| | - Yu-Mee Sohn
- Department of Radiology, Kyung Hee University Hospital, College of Medicine, Kyung Hee University, Seoul
| | - Mirinae Seo
- Department of Radiology, Kyung Hee University Hospital, College of Medicine, Kyung Hee University, Seoul
| | - Seong Jong Yun
- Department of Radiology, G SAM Hospital, 591 Gunpo-ro, Gunpo-si, Gyeonggi-do
| | - Won Seo Park
- Department of Surgery, Kyung Hee University Hospital, College of Medicine, Kyung Hee University
| | - Seok Ho Jeon
- Department of Anesthesiology and Pain Medicine, Seoul Sacred Heart General Hospital, 259 Wangsan-ro, Dongdaemun-gu, Seoul, South Korea
| | - Yong Hyun Cho
- Department of Anesthesiology and Pain Medicine, Seoul Sacred Heart General Hospital, 259 Wangsan-ro, Dongdaemun-gu, Seoul, South Korea
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Azadi JR, Hoang JK. Increasing Confidence in Detecting Metastatic Thyroid Cancer With Neck Ultrasonography. JAMA Otolaryngol Head Neck Surg 2020; 147:2774496. [PMID: 33355636 DOI: 10.1001/jamaoto.2020.4604] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/24/2024]
Affiliation(s)
- Javad R Azadi
- Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Jenny K Hoang
- Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, Maryland
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Alzahrani AS, Moria Y, Mukhtar N, Aljamei H, Mazi S, Albalawi L, Aljomaiah A. Course and Predictive Factors of Incomplete Response to Therapy in Low- and Intermediate-Risk Thyroid Cancer. J Endocr Soc 2020; 5:bvaa178. [PMID: 33367194 PMCID: PMC7745668 DOI: 10.1210/jendso/bvaa178] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
Context Controversy surrounds the extent and intensity of the management of American Thyroid Association (ATA) intermediate- and low-risk patients with differentiated thyroid cancer (DTC). Understanding the natural history and factors that predict outcome is important for properly tailoring the management of these patients. Objective This work aims to study the natural course and predictive factors of incomplete response to therapy in low- and intermediate-risk DTC. Patients and Methods We studied a cohort of 506 consecutive patients [418 women (82.6%) and 88 men (17.4%)] with low and intermediate risk with a median age of 35 years (interquartile range [IQR], 27-46 years). We analyzed the natural course and the predictive factors of biochemically or structurally incomplete response. Results Of 506 patients studied, 297 (58.7%) patients were in the low-risk group and 209 (41.3%) were in the intermediate-risk group. Over a median follow-up of 102 months (IQR, 66-130 months), 458 (90.5%) patients achieved an excellent response, 17 (3.4%) had a biochemically incomplete status, and 31 (6.1%) had a structurally incomplete status. In univariable and multivariable analyses, age (≥ 33 years) (P < .0001, odds ratio 1.06 [1.04-1.08]) and lateral lymph node metastasis (LNM; P < .0001, odds ratio 3.2 [1.7-5.9]) were strong predictive factors for biochemically and structurally incomplete response to therapy. Sex, tumor size, multifocality, extrathyroidal extension, and lymphovascular invasion did not predict incomplete response to therapy. Conclusions Patients with low- and intermediate-risk DTC have favorable outcomes. Age and lateral LNM are strong predictors of an incomplete response to therapy. This suggests that older patients and those with LNM should be managed and followed up more actively than younger patients and those without LNM.
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Affiliation(s)
- Ali S Alzahrani
- Department of Medicine, King Faisal Specialist Hospital & Research Centre, Riyadh, Saudi Arabia
| | - Yosra Moria
- Department of Medicine, King Faisal Specialist Hospital & Research Centre, Riyadh, Saudi Arabia
| | - Noha Mukhtar
- Department of Medicine, King Faisal Specialist Hospital & Research Centre, Riyadh, Saudi Arabia
| | - Hadeel Aljamei
- Department of Medicine, King Faisal Specialist Hospital & Research Centre, Riyadh, Saudi Arabia
| | - Sedra Mazi
- Department of Medicine, King Faisal Specialist Hospital & Research Centre, Riyadh, Saudi Arabia
| | - Lina Albalawi
- Department of Medicine, King Faisal Specialist Hospital & Research Centre, Riyadh, Saudi Arabia
| | - Abeer Aljomaiah
- Department of Medicine, King Faisal Specialist Hospital & Research Centre, Riyadh, Saudi Arabia
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Yoo RE, Kim JH, Bae JM, Hwang I, Kang KM, Yun TJ, Choi SH, Sohn CH, Rhim JH, Park SW. Ultrasonographic Indeterminate Lymph Nodes in Preoperative Thyroid Cancer Patients: Malignancy Risk and Ultrasonographic Findings Predictive of Malignancy. Korean J Radiol 2020; 21:598-604. [PMID: 32323505 PMCID: PMC7183832 DOI: 10.3348/kjr.2019.0755] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2019] [Accepted: 01/05/2020] [Indexed: 02/07/2023] Open
Abstract
Objective Proper management of lymph nodes (LNs) with ultrasonographic (US) indeterminate features in thyroid cancer patients remains elusive. We aimed to evaluate the malignancy risk and US findings predictive of malignancy for US indeterminate LNs in preoperative thyroid cancer patients through node-by-node correlation. Materials and Methods A total of 348 LNs in 284 thyroid cancer patients, who underwent fine-needle aspiration or core-needle biopsy between December 2006 and June 2015, were included. We determined the malignancy risks for US probably benign, indeterminate, and suspicious categories. For US indeterminate LNs, which had neither echogenic hilum nor hilar vascularity in the absence of any suspicious finding, US findings were compared between benign and metastatic LNs using Mann-Whitney U test and Fisher's exact test. Results US imaging diagnoses were probably benign in 20.7% (n = 72) cases, indeterminate in 23.6% (n = 82), and suspicious in 55.7% (n = 194). Malignancy risk of US indeterminate LNs (19.5% [16/82]) differed from those of the US probably benign (2.8% [2/72]) (p = 0.002) and US suspicious LNs (78.4% [152/194]) (p < 0.001). Among US indeterminate LNs, there were no significant differences in short, long, and long-to-short diameter (L/S) ratios between benign and metastatic LNs (3.9 vs. 3.8 mm, p = 0.619; 7.3 vs. 7.3 mm, p = 0.590; 1.9 vs. 1.9, p = 0.652). Conclusion US indeterminate LNs were frequently encountered during preoperative evaluation and had intermediate malignancy risk. Given the lack of discriminative power of size criteria and L/S ratio, clinical factors such as surgical strategy and node size should be considered for proper triage of US indeterminate LNs in thyroid cancer.
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Affiliation(s)
- Roh Eul Yoo
- Department of Radiology, Seoul National University Hospital, Seoul, Korea.,Department of Radiology, Seoul National University College of Medicine, Seoul, Korea
| | - Ji Hoon Kim
- Department of Radiology, Seoul National University Hospital, Seoul, Korea.,Department of Radiology, Seoul National University College of Medicine, Seoul, Korea.
| | - Jeong Mo Bae
- Department of Pathology, Seoul National University Hospital, Seoul, Korea
| | - Inpyeong Hwang
- Department of Radiology, Seoul National University Hospital, Seoul, Korea.,Department of Radiology, Seoul National University College of Medicine, Seoul, Korea
| | - Koung Mi Kang
- Department of Radiology, Seoul National University Hospital, Seoul, Korea.,Department of Radiology, Seoul National University College of Medicine, Seoul, Korea
| | - Tae Jin Yun
- Department of Radiology, Seoul National University Hospital, Seoul, Korea.,Department of Radiology, Seoul National University College of Medicine, Seoul, Korea
| | - Seung Hong Choi
- Department of Radiology, Seoul National University Hospital, Seoul, Korea.,Department of Radiology, Seoul National University College of Medicine, Seoul, Korea
| | - Chul Ho Sohn
- Department of Radiology, Seoul National University Hospital, Seoul, Korea.,Department of Radiology, Seoul National University College of Medicine, Seoul, Korea
| | - Jung Hyo Rhim
- Department of Radiology, Seoul Metropolitan Government Seoul National University Boramae Medical Center, Seoul, Korea
| | - Sun Won Park
- Department of Radiology, Seoul National University College of Medicine, Seoul, Korea.,Department of Radiology, Seoul Metropolitan Government Seoul National University Boramae Medical Center, Seoul, Korea
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Lee S, Lee JY, Yoon RG, Kim JH, Hong HS. The Value of Microvascular Imaging for Triaging Indeterminate Cervical Lymph Nodes in Patients with Papillary Thyroid Carcinoma. Cancers (Basel) 2020; 12:cancers12102839. [PMID: 33019664 PMCID: PMC7601686 DOI: 10.3390/cancers12102839] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Revised: 09/27/2020] [Accepted: 09/30/2020] [Indexed: 12/11/2022] Open
Abstract
Simple Summary Papillary thyroid carcinomas (PTC) are indolent tumors associated with excellent long-term survival, albeit frequently accompanied by cervical lymph node (LN) metastasis. The imaging criteria using conventional ultrasound (US) techniques showed high diagnostic performance for the suspicious and probably benign LN categories, but showed low diagnostic performance for the indeterminate category. In this retrospective study, we aimed to assess the added value of Superb Microvascular Imaging (SMI) for detecting metastatic PTC in the indeterminate LN category. We confirmed that SMI could effectively stratify indeterminate LNs by visualizing additional vascular signals. The reclassified categories of SMI provided a high diagnostic performance to distinguish metastasis from benign LNs. Therefore, adding SMI to conventional US scans can be useful when evaluating indeterminate LNs in patients with PTC. Abstract Assessment of lymph node (LN) status in patients with papillary thyroid carcinoma (PTC) is often troublesome because of cervical LNs with indeterminate US (ultrasound) features. We aimed to explore whether Superb Microvascular Imaging (SMI) could be helpful for distinguishing metastasis from indeterminate LNs when combined with power Doppler US (PDUS). From 353 consecutive patients with PTC, LNs characterized as indeterminate by PDUS were evaluated by SMI to distinguish them from metastasis. Indeterminate LNs were reclassified according to the SMI, the malignancy risk of each category was assessed, and the diagnostic performance of suspicious findings on SMI was calculated. The incidence of US-indeterminate LNs was 26.9%. Eighty PDUS-indeterminate LNs (39 proven as benign, 41 proven as malignant) were reclassified into probably benign (n = 26), indeterminate (n = 20), and suspicious (n = 34) categories according to SMI, with malignancy risks of 19.2%, 20.0%, and 94.1%, respectively. After combining SMI with PDUS, 80.8% (21/26) of probably benign LNs and 94.1% (32/34) of suspicious LNs could be correctly diagnosed as benign and metastatic, respectively. The diagnostic sensitivity, specificity, and accuracy of categorizing LNs as suspicious based on SMI were 78.1%, 94.9%, and 86.3%, respectively. In conclusion, the combination of SMI with PDUS was helpful for the accurate stratification of indeterminate LNs based on US in patients with PTC.
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Affiliation(s)
- Seongyong Lee
- Department of Radiology, Eulji Medical Center, Eulji University College of Medicine, Seoul 01830, Korea; (S.L.); (R.G.Y.)
| | - Ji Ye Lee
- Department of Radiology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul 03080, Korea;
- Correspondence: ; Tel.: 82-2-2072-3696
| | - Ra Gyoung Yoon
- Department of Radiology, Eulji Medical Center, Eulji University College of Medicine, Seoul 01830, Korea; (S.L.); (R.G.Y.)
| | - Ji-hoon Kim
- Department of Radiology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul 03080, Korea;
| | - Hyun Sook Hong
- Department of Radiology, Soonchunhyang University Bucheon Hospital, Soonchunhyang University College of Medicine, Bucheon 14584, Korea;
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Added Value of Computed Tomography to Ultrasonography for Assessing LN Metastasis in Preoperative Patients with Thyroid Cancer: Node-By-Node Correlation. Cancers (Basel) 2020; 12:cancers12051190. [PMID: 32397148 PMCID: PMC7281101 DOI: 10.3390/cancers12051190] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2020] [Revised: 04/22/2020] [Accepted: 05/05/2020] [Indexed: 12/13/2022] Open
Abstract
Diagnostic accuracy of US in the evaluation of lymph node (LN) metastasis for thyroid cancer patients is limited. We investigated the value of CT added to US for characterizing LNs in preoperative thyroid cancer patients by node-by-node correlation. A total of 225 primary thyroid cancer patients who underwent LN biopsy were included. Based on node-by-node correlation, 274 LNs were classified into probably benign, indeterminate, and suspicious categories on US, CT, and combined US/CT. Malignancy risks were calculated for each category and were compared between US/CT concordant and discordant cases. On US, CT, and combined US/CT, malignancy risks were 1.7%, 8.7%, and 0% in the probably benign category, 22.4%, 5.9%, and 8.0% in the indeterminate category, and 77.2%, 82.0%, and 75.6% in the suspicious category, respectively. Malignancy risk of the concordant suspicious category was higher than that of the discordant suspicious category (84.7% vs. 43.2%, p < 0.001). The addition of CT helped correctly detect additional metastasis in 16.4% of the US indeterminate LNs and in 1.7% of the US probably benign LNs. CT may complement US for LN characterization in thyroid cancer patients by suggesting the diagnostic confidence level for the suspicious category and helping correctly detect metastasis in US indeterminate LNs.
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Homogeneity Parameter in Contrast-Enhanced Ultrasound Imaging Improves the Classification of Abnormal Cervical Lymph Node after Thyroidectomy in Patients with Papillary Thyroid Carcinoma. BIOMED RESEARCH INTERNATIONAL 2019; 2019:9296010. [PMID: 31886269 PMCID: PMC6899314 DOI: 10.1155/2019/9296010] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/22/2019] [Revised: 09/09/2019] [Accepted: 10/04/2019] [Indexed: 02/06/2023]
Abstract
Objective To explore the conventional and contrast-enhanced ultrasound (CEUS) features of cervical lymph node metastasis (CLNM) in papillary thyroid carcinoma (PTC) patients postoperatively and analyze its pathological basis. Materials and Methods Conventional and CEUS were performed in 86 abnormal cervical lymph nodes (ACLNs) from 56 PTC patients who had received thyroidectomy. Then, fine-needle aspiration (FNA) was taken to confirm pathological results, a multivariate analysis was performed to correlate the sonographic features of the CLNM, and then an equation for CLNM was established. Results Fifty-four lymph nodes were confirmed to be metastasis of PTC by FNA. Intensity at peak time, homogeneity, and color flow patterns, cystic change, or microcalcification and echogenicity were significantly associated with CLNM. Multivariate analysis showed three strongest features (homogeneity, intensity of peak, and cystic change or calcification) to be significantly associated with the evidence of CLNM. Then, the equation was established with the following significant predictive factors: P = 1/1 + exp∑[−3.213 + 2.77 ∗ cystic or calcification + 0.13 ∗ CDFI patterns + 3.65 ∗ homogeneity + 2.43 ∗ intensity at peak time]. Conclusion Depiction of a heterogeneous hyperenhancement of cervical lymph nodes within CEUS studies and cystic change or microcalcification in conventional ultrasound were identified as predictive for metastatic lymph node invasion, and the equation was more accurate for predicting CLNM compared to single B-mode ultrasound and CEUS feature.
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Hemmati HR, Shahnazari B, Foroutan M. The Effect of Fine needle aspiration on Detecting Malignancy in Thyroid Nodule. Biomol Concepts 2019; 10:99-105. [PMID: 31199754 DOI: 10.1515/bmc-2019-0012] [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: 01/20/2019] [Accepted: 03/03/2019] [Indexed: 11/15/2022] Open
Abstract
Introduction The prevalence of thyroid nodules is 4-7% in adults. Although less than 5% of nodules in adults are malignant, most nodules are non-neoplastic or benign. Fine needle aspiration (FNA) is a diagnostic technique for evaluation of non-toxic nodules, which has been widely accepted. Its primary objective is the patient triage in order to identify those who need surgery and aid in the decision of the appropriate surgical procedures. Materials and Methods This retrospective study was conducted on 116 patients who underwent thyroidectomy in Semnan's Kowsar Hospital during 2011-2018 in Iran. The data were recorded before and after the surgery in the checklist. The data were compared and the sensitivity, specificity and diagnostic accuracy of FNA were calculated. Data were analyzed by SPSS software (version 18.0) and analyzed by Chi-Square test and Independent Samples test. Results The sensitivity of FNA was 96.9%; its specificity was 81.7%; its positive predictive value (PPV) was 73.8%; its negative predictive value (NPV) was 98%; and its diagnostic accuracy was 86.9%. For the nodules smaller than 4 cm, FNA was calculated with higher sensitivity, specificity, PPV, NPV, and diagnostic accuracy compared to nodules larger than 4 cm. Conclusion FNA is a reliable screening method for preoperative assessment that can accurately detect malignant cases from benign cases, especially if the size of the nodule is smaller than 4 cm.
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Affiliation(s)
- Hamid Reza Hemmati
- Department of Surgery, School of Medicine, Semnan University of Medical Sciences, Semnan, Iran
| | | | - Majid Foroutan
- Internal Medicine Department, School of Medicine, Semnan University of Medical Sciences, Semnan, Iran
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Kuo JH, McManus C, Graves CE, Madani A, Khokhar MT, Huang B, Lee JA. In brief. Curr Probl Surg 2019. [DOI: 10.1067/j.cpsurg.2018.12.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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Abstract
The presence of a thyroid nodule may be recognized by the patient or the clinician on palpation of the neck or it may be an incidental finding during an imaging study for some other indication. The method of detection is less important, however, than distinguishing benign lesions from more aggressive neoplasms. This article outlines the diagnostic algorithm for the evaluation of thyroid nodules including biochemical testing, imaging, and, when appropriate, fine-needle aspiration. In addition, the authors review the natural history of benign nodules, follow-up strategies, and indications for repeat aspiration.
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Affiliation(s)
- Carolyn Maxwell
- Division of Endocrinology and Metabolism, Stony Brook University School of Medicine, 26 Research Way, East Setauket, NY 11733, USA
| | - Jennifer A Sipos
- Division of Endocrinology and Metabolism, The Ohio State University Wexner Medical Center, 1581 Dodd Drive, 5th Floor McCampbell Hall, South, Columbus, OH 43210, USA.
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40
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Zhao H, Li H. Meta-analysis of ultrasound for cervical lymph nodes in papillary thyroid cancer: Diagnosis of central and lateral compartment nodal metastases. Eur J Radiol 2019; 112:14-21. [PMID: 30777203 DOI: 10.1016/j.ejrad.2019.01.006] [Citation(s) in RCA: 122] [Impact Index Per Article: 24.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2018] [Revised: 12/17/2018] [Accepted: 01/05/2019] [Indexed: 12/18/2022]
Abstract
PURPOSE To evaluate the performance of preoperative ultrasound in the diagnosis of cervical lymph nodes metastases (CLNM) of papillary thyroid cancer (PTC) and its value in assisting cervical lymph node dissection (CLND). METHODS PubMed, EMBASE and Cochrane Library databases were searched to identify relevant studies up to Sep. 2017. Overall sensitivity, specificity, and diagnostic odds ratio (DOR) were used to assess the diagnostic efficacy of ultrasound in detecting central and lateral CLNM of PTC. RESULTS Nineteen studies comprising 4014 patients were included in the meta-analysis. The pooled sensitivity, specificity, DOR and area under curve (AUC) of ultrasound in detecting central CLNM were 0.33 (95% confidence interval (95% CI): 0.31-0.35), 0.93 (95% CI: 0.92-0.94), 5.63 (95% CI: 3.50-9.04), and 0.69, respectively; and lateral CLNM were 0.70 (95% CI: 0.68-0.72), 0.84 (95% CI: 0.82-0.85), 18.7 (95% CI: 10.3-33.9) and 0.88, respectively. We found that the rate of central CLNM of PTC was 48.0%, and 36.2% of the dissected lymph nodes were metastatic, meanwhile, the rate of lateral CLNM of PTC was 59.2%, and 46.6% of the dissected lymph nodes were metastatic in the meta-analysis. CONCLUSIONS Preoperative ultrasound demonstrates poor sensitivity in the diagnosis of central CLNM, and good diagnostic efficacy for lateral CLNM of PTC. Prophylactic central CLND is recommended to PTC patients due to the high incidence of central CLNM and low diagnostic efficacy of ultrasound.
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Affiliation(s)
- Hengqiang Zhao
- Department of Breast and Thyroid Surgery, Renmin Hospital of Wuhan University, Wuhan, 430060, China.
| | - Hehe Li
- Department of Pancreatic Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022, China
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Kuo JH, McManus C, Graves CE, Madani A, Khokhar MT, Huang B, Lee JA. Updates in the management of thyroid nodules. Curr Probl Surg 2018; 56:103-127. [PMID: 30798796 DOI: 10.1067/j.cpsurg.2018.12.003] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2018] [Accepted: 12/18/2018] [Indexed: 12/17/2022]
Affiliation(s)
- Jennifer H Kuo
- Division of Endocrine Surgery, Columbia University, New York, NY.
| | | | - Claire E Graves
- Division of Endocrine Surgery, Columbia University, New York, NY
| | - Amin Madani
- Division of Endocrine Surgery, Columbia University, New York, NY
| | - Mamoona T Khokhar
- Division of Endocrine Surgery, Banner University Medical Center, Phoenix, AZ
| | - Bernice Huang
- Division of Endocrine Surgery, Columbia University, New York, NY
| | - James A Lee
- Division of Endocrine Surgery, Columbia University, New York, NY
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Han RL, Wang J, Zhang FJ, Zhao N, Gao BL. Ultrasound Risk Assessment Combined with Molecular Markers of Galectin-3, c-MET, HBME-1 and CK19 for Diagnosis of Malignant and Benign Thyroid Nodules. Pathol Oncol Res 2018; 25:1075-1081. [PMID: 30361909 DOI: 10.1007/s12253-018-0485-6] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/02/2018] [Accepted: 10/09/2018] [Indexed: 01/21/2023]
Abstract
To investigate the effect of ultrasound combined with expression of Galectin-3, c-Met, HBME-1 and CK19 in differentiating malignant from benign thyroid nodules. Forty-six patients with thyroid nodules were studied with ultrasound and immunohistochemical staining of excised thyroid nodules. The data were classified and compared. The immunohistochemical staining revealed 8 benign and 41 malignant thyroid lesions. In ultrasound risk assessment, the malignancy risk was low in four nodules, medium in five and high in 37 with lymphatic metastasis in 26. A significant (P < 0.05) association existed in the expression of Galectin-3 with nodule boundary and lymphatic metastasis, in HBME-1 with nodule micro-calcification and in c-Met with nodule micro-calcification and lymphatic metastasis. CK19 expression was not significantly (P > 0.05) associated with any of ultrasound features of nodule. Galectin-3, c-Met, HBME-1 and CK19 were significantly (P < 0.05) different in malignant and benign thyroid lesions, with a significant (P < 0.01) tendency in all the molecular markers in predicting the malignant from benign lesions. The ultrasound characteristics could significantly (P < 0.001) predict malignant nodules with a significant (P < 0.05) prediction tendency. The scores of Galectin-3, c-Met and CK19 significantly (P < 0.05) increased with increase of ultrasound malignancy risk degree. In malignant and benign lesions differentiated by ultrasound, no significant (P > 0.05) difference existed in HBME-1 expression, however, with ultrasound malignancy risk increase, the score of HBME-1 expression increased significantly (P = 0.03). Galectin-3, c-Met, HBME-1 and CK19 have significantly greater expressions in thyroid malignant than benign lesions and their expression increases with increase of ultrasound malignancy risk. The combination of both ultrasound and molecular markers can be used to differentiate malignant and benign thyroid lesions.
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Affiliation(s)
- Ruo-Ling Han
- Department of Ultrasound, The Fourth Hospital of Hebei Medical University and Hebei Provincial Tumor Hospital, 12 Jiankang Road, Shijiazhuang, Hebei Province, 050011, People's Republic of China.
| | - Jin Wang
- Department of Ultrasound, The Fourth Hospital of Hebei Medical University and Hebei Provincial Tumor Hospital, 12 Jiankang Road, Shijiazhuang, Hebei Province, 050011, People's Republic of China
| | - Feng-Juan Zhang
- Department of Ultrasound, The Fourth Hospital of Hebei Medical University and Hebei Provincial Tumor Hospital, 12 Jiankang Road, Shijiazhuang, Hebei Province, 050011, People's Republic of China
| | - Na Zhao
- Department of Ultrasound, The Fourth Hospital of Hebei Medical University and Hebei Provincial Tumor Hospital, 12 Jiankang Road, Shijiazhuang, Hebei Province, 050011, People's Republic of China
| | - Bu-Lang Gao
- Department of Interventional Therapy, Henan Provincial People's Hospital, Zhengzhou, China
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Lee JH, Baek JH, Kim JH, Shim WH, Chung SR, Choi YJ, Lee JH. Deep Learning-Based Computer-Aided Diagnosis System for Localization and Diagnosis of Metastatic Lymph Nodes on Ultrasound: A Pilot Study. Thyroid 2018; 28:1332-1338. [PMID: 30132411 DOI: 10.1089/thy.2018.0082] [Citation(s) in RCA: 41] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
BACKGROUND The presence of metastatic lymph nodes is a prognostic indicator for patients with thyroid carcinomas and is an important determinant of clinical decision making. However, evaluating neck lymph nodes requires experience and is labor- and time-intensive. Therefore, the development of a computer-aided diagnosis (CAD) system to identify and differentiate metastatic lymph nodes may be useful. METHODS From January 2008 to December 2016, we retrieved clinical records for 804 consecutive patients with 812 lymph nodes. The status of all lymph nodes was confirmed by fine-needle aspiration. The datasets were split into training (263 benign and 286 metastatic lymph nodes), validation (30 benign and 33 metastatic lymph nodes), and test (100 benign and 100 metastatic lymph nodes). Using the VGG-Class Activation Map model, we developed a CAD system to localize and differentiate the metastatic lymph nodes. We then evaluated the diagnostic performance of this CAD system in our test set. RESULTS In the test set, the accuracy, sensitivity, and specificity of our model for predicting lymph node malignancy were 83.0%, 79.5%, and 87.5%, respectively. The CAD system clearly detected the locations of the lymph nodes, which not only provided identifying data, but also demonstrated the basis of decisions. CONCLUSION We developed a deep learning-based CAD system for the localization and differentiation of metastatic lymph nodes from thyroid cancer on ultrasound. This CAD system is highly sensitive and may be used as a screening tool; however, as it is relatively less specific, the screening results should be validated by experienced physicians.
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Affiliation(s)
- Jeong Hoon Lee
- 1 Division of Biomedical Informatics, Seoul National University Biomedical Informatics, Seoul National University College of Medicine , Seoul, Korea
| | - Jung Hwan Baek
- 2 Department of Radiology and the Research Institute of Radiology University of Ulsan College of Medicine , Seoul, Korea
| | - Ju Han Kim
- 1 Division of Biomedical Informatics, Seoul National University Biomedical Informatics, Seoul National University College of Medicine , Seoul, Korea
| | - Woo Hyun Shim
- 2 Department of Radiology and the Research Institute of Radiology University of Ulsan College of Medicine , Seoul, Korea
- 3 ASAN Institute for Life Sciences, University of Ulsan College of Medicine , Seoul, Korea
| | - Sae Rom Chung
- 2 Department of Radiology and the Research Institute of Radiology University of Ulsan College of Medicine , Seoul, Korea
| | - Young Jun Choi
- 2 Department of Radiology and the Research Institute of Radiology University of Ulsan College of Medicine , Seoul, Korea
| | - Jeong Hyun Lee
- 2 Department of Radiology and the Research Institute of Radiology University of Ulsan College of Medicine , Seoul, Korea
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Saadi R, LaRusso S, Vijay K, Goldenberg D. Elastography as a potential modality for screening cervical lymph nodes in patients with papillary thyroid cancer: A review of literature. EAR, NOSE & THROAT JOURNAL 2018; 97:31-39. [PMID: 29493721 DOI: 10.1177/0145561318097001-224] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Papillary thyroid cancer often presents with cervical lymph node involvement and has a high incidence of recurrence, which requires routine follow-up with ultrasound imaging. Elastography is a novel ultrasound technique that has been demonstrated to be effective clinically in detecting tissue pathology in areas such as the liver and breast. Preliminary data suggest that it may be effective in screening tissues in the neck for malignancy, specifically cervical lymph nodes. However, diagnostic criteria and elastographic techniques vary significantly among the studies we have reviewed, which all tend to focus on populations of patients with many different types of primary malignancies. Further research is required on the feasibility of creating standardized and reproducible clinical criteria in a specific patient population. To study the clinical utility of elastography in cervical lymph nodes, patients with diagnosed papillary thyroid carcinoma may serve as an ideal population because of their need for ultrasound surveillance and the propensity of papillary thyroid cancer to metastasize to and recur in cervical lymph nodes. We will review the limitations, techniques, and reported clinical utility of elastography on cervical lymph nodes and its potential as a screening modality for papillary thyroid cancer.
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Affiliation(s)
- Robert Saadi
- Division of Otolaryngology-Head and Neck Surgery, The Pennsylvania State University, College of Medicine, 500 University Dr., H091, Hershey, PA 17033-0850, USA
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Minkara A, Dhanda-Patil R, Patil Y. Syncope caused by a pleomorphic adenoma: Case report and literature review. EAR, NOSE & THROAT JOURNAL 2018; 97:E23-E26. [PMID: 29493727 DOI: 10.1177/0145561318097001-206] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023] Open
Abstract
Pleomorphic adenomas are considered the most common salivary gland tumors, although they rarely occur in the parapharyngeal space. To the best of our knowledge, this is the first case report of a parapharyngeal parotid pleomorphic adenoma causing syncope. A 57-year-old man was admitted for left-sided blurred vision, left-sided weakness, dysarthria, lightheadedness, and syncope. Upon his admission, an electrocardiogram showed sinus bradycardia, and computed tomography of the neck with contrast showed a large parapharyngeal mass involving the prestyloid compartment, leading to compression of blood flow through the internal carotid artery. The mass was biopsied via intraoral fine-needle aspiration, which revealed cytology consistent with pleomorphic adenoma. The mass was resected via a transcervical approach, and a total parotidectomy was performed. The patient's hypotensive and bradycardic episodes disappeared after surgery. Surgical pathology showed a benign pleomorphic adenoma with a hemorrhagic and necrotic center and without capsular invasion or malignant transformation.
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Affiliation(s)
- Anas Minkara
- Department of Otolaryngology Head and Neck Surgery, University of Cincinnati College of Medicine, PO Box 670528, 231 Albert Sabin Way, Cincinnati, OH 45267-0528, USA
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46
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Kahramangil B, Kose E, Donmez M, Aydin H, El-Dabh D, Krishnamurthy V, Jin J, Shin JJM, Siperstein A, Berber E. Efficacy of surgeon-performed, ultrasound-guided lymph node fine needle aspiration in patients with thyroid pathologic conditions. Surgery 2018; 164:657-664. [PMID: 30072253 DOI: 10.1016/j.surg.2018.05.036] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2018] [Revised: 05/01/2018] [Accepted: 05/03/2018] [Indexed: 01/08/2023]
Abstract
BACKGROUND Although the concept of surgeon-performed fine needle aspiration of thyroid nodules is established, experience with surgeon-performed lymph node fine needle aspiration is scant. We aimed to study the efficacy of surgeon-performed lymph node fine needle aspiration in patients with thyroid pathologic conditions. METHODS This is an institutional review board-approved study of patients with thyroid pathologic conditions who underwent surgeon-performed lymph node fine needle aspiration between 2002 and 2017. Efficacy and utility were analyzed. RESULTS A total of 201 patients with benign nodular goiter (n = 30) and thyroid cancer (n = 200) underwent 230 lymph node fine needle aspirations (89 during preoperative workup, 141 at postoperative follow-up). Insufficient aspiration rate was 6% and indeterminate cytologic results 3%. In 91% of patients with suspicious lymph nodes, definite diagnosis could be obtained by fine needle aspiration; 51% (n = 118) of fine needle aspirations indicated metastasis from thyroid cancer and 40% (n = 91) benign findings. Sensitivity and specificity of lymph node fine needle aspiration in diagnosing nodal metastasis were 92% and 89%, respectively. Cytologic testing and thyroglobulin washout indicated 95% concordance. On logistic regression, spherical shape, microcalcifications, cystic appearance, and loss of hilum on ultrasound independently predicted lymph node metastasis. CONCLUSION Our data indicate that an adequate surgeon-performed lymph node fine needle aspiration is highly accurate in diagnosing nodal status in thyroid pathologic conditions. We recommend adoption of this technique, when feasible, to develop an efficient, comprehensive thyroid practice.
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Affiliation(s)
- Bora Kahramangil
- Department of Endocrine Surgery, Cleveland Clinic, Cleveland, OH
| | - Emin Kose
- Department of Endocrine Surgery, Cleveland Clinic, Cleveland, OH
| | - Mustafa Donmez
- Department of Endocrine Surgery, Cleveland Clinic, Cleveland, OH
| | - Husnu Aydin
- Department of Endocrine Surgery, Cleveland Clinic, Cleveland, OH
| | - Daniel El-Dabh
- Department of Endocrine Surgery, Cleveland Clinic, Cleveland, OH
| | | | - Judy Jin
- Department of Endocrine Surgery, Cleveland Clinic, Cleveland, OH
| | | | - Allan Siperstein
- Department of Endocrine Surgery, Cleveland Clinic, Cleveland, OH
| | - Eren Berber
- Department of Endocrine Surgery, Cleveland Clinic, Cleveland, OH.
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Ben Z, Gao S, Wu W, Chen S, Fu S, Zhang J, Chen Y. Clinical value of the VTIQ technology in the differential diagnosis of superficially enlarged lymph nodes. Acta Radiol 2018; 59:836-844. [PMID: 28927297 DOI: 10.1177/0284185117732601] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
Background Lymph node enlargement is a common clinical finding in clinical practice with different treatment strategies. Purpose To investigate the application of Virtual Touch Image Quantification (VTIQ) to diagnose benign and malignant superficial enlarged lymph nodes. Material and Methods Between December 2015 and August 2016, 116 superficial enlarged lymph nodes were examined by VTIQ. Maximum (Vmax), minimum (Vmin), and average (Vmean) shear wave velocities (SWV) were obtained from the lymph nodes and from normal muscular tissues (Vn) located at the same level and within 5 mm from the target lymph node. The pathological results were used as the gold standard to evaluate VTIQ. Results All 116 patients underwent fine-needle aspiration biopsy for pathological examination. Forty patients had malignant lymph nodes and 76 patients had benign lymph nodes. Lymph node characteristics on B-mode ultrasound showed no differences between malignant and benign lymph nodes, but there were differences in VTIQ parameters (all P < 0.001). Compared with pathological diagnosis as the gold standard, the area under the ROC curves of Vmax, Vmin, and Vmean were 0.815, 0.746, and 0.795. The Vmax cutoff value to diagnose benign from malignant lymph nodes was 3.045 m/s. The sensitivity, specificity, and positive and negative predictive values were 70%, 78.9%, 63.6%, and 83.3%. Conclusion VTIQ has a clinical application in the differential diagnosis of superficial enlarged lymph nodes.
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Affiliation(s)
- Zhifei Ben
- Department of Ultrasound, Ningbo No. 2 Hospital, Ningbo, Zhejiang, PR China
| | - Shanshan Gao
- Department of Ultrasound, Ningbo No. 2 Hospital, Ningbo, Zhejiang, PR China
| | - Wenjing Wu
- Department of Ultrasound, Ningbo No. 2 Hospital, Ningbo, Zhejiang, PR China
| | - Saijun Chen
- Department of Ultrasound, Ningbo No. 2 Hospital, Ningbo, Zhejiang, PR China
| | - Shuping Fu
- Department of Ultrasound, Ningbo No. 2 Hospital, Ningbo, Zhejiang, PR China
| | - Jianli Zhang
- Department of Ultrasound, Ningbo No. 2 Hospital, Ningbo, Zhejiang, PR China
| | - Yunwen Chen
- Department of Ultrasound, Ningbo No. 2 Hospital, Ningbo, Zhejiang, PR China
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Jiang H, Wu C, Chiang F, Chiou H, Chen I, Hsiao P. Reliable sonographic features for nodal thyroglobulin to diagnose recurrent lymph node metastasis from papillary thyroid carcinoma. Clin Otolaryngol 2018; 43:1065-1072. [DOI: 10.1111/coa.13103] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/18/2018] [Indexed: 11/29/2022]
Affiliation(s)
- H.‐J. Jiang
- Division of Endocrinology and Metabolism Department of Internal Medicine Kaohsiung Medical University Hospital Kaohsiung Taiwan
- Department of Internal Medicine Kaohsiung Municipal Ta‐Tung Hospital Kaohsiung Taiwan
| | - C.‐W. Wu
- Department of Otolaryngology‐Head and Neck Surgery Kaohsiung Medical University Kaohsiung Taiwan
- School of Medicine College of Medicine Kaohsiung Medical University Kaohsiung Taiwan
| | - F.‐Y. Chiang
- Department of Otolaryngology‐Head and Neck Surgery Kaohsiung Medical University Kaohsiung Taiwan
- School of Medicine College of Medicine Kaohsiung Medical University Kaohsiung Taiwan
| | - H.‐Y.C. Chiou
- Division of Endocrinology and Metabolism Department of Internal Medicine Kaohsiung Medical University Hospital Kaohsiung Taiwan
| | - I.‐J. Chen
- Department of Nuclear Medicine Kaohsiung Medical University Hospital Kaohsiung Taiwan
| | - P.‐J. Hsiao
- Division of Endocrinology and Metabolism Department of Internal Medicine Kaohsiung Medical University Hospital Kaohsiung Taiwan
- School of Medicine College of Medicine Kaohsiung Medical University Kaohsiung Taiwan
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Kobayashi K, Fujimoto T, Ota H, Hirokawa M, Yabuta T, Masuoka H, Fukushima M, Higashiyama T, Kihara M, Ito Y, Miya A, Miyauchi A. Calcifications in Thyroid Tumors on Ultrasonography: Calcification Types and Relationship with Histopathological Type. Ultrasound Int Open 2018; 4:E45-E51. [PMID: 30250940 PMCID: PMC6148317 DOI: 10.1055/a-0591-6070] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2017] [Revised: 02/19/2018] [Accepted: 03/05/2018] [Indexed: 12/29/2022] Open
Abstract
PURPOSE The purpose of the study is to clarify the prevalence of calcifications within thyroid tumors on ultrasonography as well as the relationship between the calcification and histopathological types. MATERIALS AND METHODS Calcifications were classified into 6 (or 8) types according to their shape, size, and region. The prevalence of calcifications and types were investigated in new outpatients and patients who underwent thyroid surgery. RESULTS Among 2,902 nodules in 2,678 new outpatients, 747 nodules (26%) had calcifications. The types showed a wide distribution. Among 941 patients with papillary carcinoma (PC), 725 patients (77%) had calcifications, and the types showed a wide distribution. 18 patients with the diffuse sclerosing variant of PC only showed punctate microcalcifications in the parenchyma (100%), 32 patients with the cyst-forming type of PC mostly fragmentary and massive types (100%), and 161 metastatic lymph nodes from PC mostly punctate microcalcifications and fragmentary types (48%). Among 337 patients with follicular carcinoma, 79 patients (23%) had calcifications, and the types were mostly fragmentary, massive, and egg-shell types. Among 41 patients with undifferentiated carcinoma, 33 patients (80%) presented with calcifications, which were mostly the massive and egg-shell types. Among 137 patients with medullary carcinoma, 99 patients (72%) had calcification, and the types showed a wide distribution. None of 173 patients with primary thyroid lymphoma had calcifications (0%). CONCLUSION Calcifications on ultrasonography can be one of the characteristic findings and a full understanding of the prevalence of calcifications and types will markedly contribute to the ultrasonic diagnosis of thyroid tumors.
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Affiliation(s)
| | | | - Hisashi Ota
- Department of Clinical Laboratory, Kuma Byoin, Kobe, Japan
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50
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Seo JW, Han K, Lee J, Kim EK, Moon HJ, Yoon JH, Park VY, Baek HM, Kwak JY. Application of metabolomics in prediction of lymph node metastasis in papillary thyroid carcinoma. PLoS One 2018; 13:e0193883. [PMID: 29509799 PMCID: PMC5839571 DOI: 10.1371/journal.pone.0193883] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2017] [Accepted: 02/20/2018] [Indexed: 12/26/2022] Open
Abstract
PURPOSE The aim of this study was to find useful metabolites to predict lymph node (LN) metastasis in patients with papillary thyroid cancer (PTC) through a metabolomics approach and investigate the potential role of metabolites as a novel prognostic marker. MATERIALS AND METHODS Fifty-two consecutive patients (median age: 41.5 years, range 15-74 years) were enrolled who underwent total thyroidectomy and central LN dissection with or without lateral LN dissection in Severance Hospital between October 2013 and July 2015. The study specimens were provided by the Severance Hospital Gene Bank, and consisted of PTC from each patient. The specimens were prepared for proton nuclear magnetic resonance (1H-NMR) spectroscopy. Spectral data by 1H-NMR spectroscopy were acquired, processed, and analyzed. Patients were grouped in three ways, according to the presence of LN metastasis, central LN metastasis and lateral LN metastasis. Chi-square test and the student t-test were used to analyze categorical variables and continuous variables, respectively. The Mann-Whitney U test was used for univariate analysis of metabolites. Orthogonal projections to latent structure discriminant analysis (OPLS-DA) was used for multivariate analysis to discriminate metabolic differences between the two groups. RESULTS Among 52 patients, 32 had central LN metastasis and 19 had lateral LN metastasis. No clinical or histopathological characteristic was significantly different for all comparisons. On univariate analysis, no metabolite showed significant difference for all comparisons. On multivariate analysis, OPLS-DA did not discriminate the presence and absence of LN metastasis. Lactate was found to be the most promising metabolite. CONCLUSIONS No metabolite could discriminate the presence of LN metastasis. However, lactate was found to be the most promising metabolite for discrimination. Further studies with larger sample sizes are needed to elucidate significant metabolites which can indicate the presence of LN metastasis in patients with PTC.
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Affiliation(s)
- Ji Won Seo
- Department of Radiology, Severance Hospital, Research Institute of Radiological Science Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Kyunghwa Han
- Department of Radiology, Severance Hospital, Research Institute of Radiological Science and Center for Clinical Imaging Data Science, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Jandee Lee
- Department of Surgery, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Eun-Kyung Kim
- Department of Radiology, Severance Hospital, Research Institute of Radiological Science Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Hee Jung Moon
- Department of Radiology, Severance Hospital, Research Institute of Radiological Science Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Jung Hyun Yoon
- Department of Radiology, Severance Hospital, Research Institute of Radiological Science Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Vivian Youngjean Park
- Department of Radiology, Severance Hospital, Research Institute of Radiological Science Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Hyeon-Man Baek
- Gachon University, Department of Biomedical Engineering, Incheon, Republic of Korea
| | - Jin Young Kwak
- Department of Radiology, Severance Hospital, Research Institute of Radiological Science Yonsei University College of Medicine, Seoul, Republic of Korea
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