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Shen Y, Liu M, He J, Wu S, Chen M, Wan Y, Gao L, Cai X, Ding J, Fu X. Comparison of Different Risk-Stratification Systems for the Diagnosis of Benign and Malignant Thyroid Nodules. Front Oncol 2019; 9:378. [PMID: 31139568 PMCID: PMC6527759 DOI: 10.3389/fonc.2019.00378] [Citation(s) in RCA: 47] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2018] [Accepted: 04/23/2019] [Indexed: 01/02/2023] Open
Abstract
Introduction: To compare the efficacy of four different ultrasound-based risk-stratification systems in assessing the malignancy risk of thyroid nodules in the Chinese population. Methods: We retrospectively reviewed the digital ultrasound images of 1,568 patients (1,612 thyroid nodules) who underwent surgery in our hospital between January 2012 and December 2017. All thyroid nodules were pathologically identified as malignant or benign. We evaluated the following ultrasound characteristics: size, location, composition, echogenicity, shape, margins, calcification or echogenic foci, and extrathyroidal extension. Each nodule was categorized using four risk-stratification systems: the American Thyroid Association (ATA) classification, the Thyroid Imaging, Reporting, and Data System (TIRADS) of the American College of Radiology (ACR-TIRADS), the European Thyroid Association TIRADS (EU-TIRADS), and the TIRADS developed by Kwak et al. (Kwak-TIRADS). The diagnostic performance of each risk-stratification system relative to the pathological results was analyzed. We used receiver operating characteristic curves to identify cutoff values that yielded optimal sensitivity (SEN), specificity (SPE), positive predictive value (PPV), negative predictive value (NPV), and accuracy (ACC). Results: Of the 1,612 nodules, 839 (52.0%) were benign, and 773 (48.0%) were malignant. The AUCs of the ACR-TIRADS, EU-TIRADS, Kwak-TIRADS, and ATA classification were 0.879, 0.872, 0.896, and 0.869, respectively. The Kwak-TIRADS had the best SEN, NPV, ACC, and AUC, while the ACR-TIRADS had the best SPE and PPV. Conclusion: All four risk-stratification systems had good diagnostic performances (AUCs > 86%). Considering its high SEN, NPV, ACC, and AUC, we believe that the Kwak-TIRADS may be the more effective risk-stratification system in the Chinese population.
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Affiliation(s)
- Yan Shen
- Department of Medical Ultrasound, Gong Li Hospital, Shanghai, China
| | - Miao Liu
- Department of Medical Ultrasound, Gong Li Hospital, Shanghai, China
| | - Jie He
- Department of Medical Ultrasound, Gong Li Hospital, Shanghai, China
| | - Shu Wu
- Department of Medical Ultrasound, Gong Li Hospital, Shanghai, China
| | - Ming Chen
- Department of Medical Ultrasound, Gong Li Hospital, Shanghai, China
| | - Yonglin Wan
- Department of Medical Ultrasound, Gong Li Hospital, Shanghai, China
| | - Linjun Gao
- Department of Medical Ultrasound, Gong Li Hospital, Shanghai, China
| | - Xiaoyan Cai
- Department of Surgery, Gong Li Hospital, Shanghai, China
| | - Jun Ding
- Department of Pathology, Gong Li Hospital, Shanghai, China
| | - Xiaohong Fu
- Department of Medical Ultrasound, Gong Li Hospital, Shanghai, China
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Dobruch-Sobczak KS, Krauze A, Migda B, Mlosek K, Słapa RZ, Bakuła-Zalewska E, Adamczewski Z, Lewiński A, Jakubowski W, Dedecjus M. Integration of Sonoelastography Into the TIRADS Lexicon Could Influence the Classification. Front Endocrinol (Lausanne) 2019; 10:127. [PMID: 30915032 PMCID: PMC6421271 DOI: 10.3389/fendo.2019.00127] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/02/2018] [Accepted: 02/11/2019] [Indexed: 01/25/2023] Open
Abstract
Aim: Numerous TIRADS (Thyroid Image Reporting and Data System) classifications have been developed, and various ultrasound (US) parameters are employed in different countries. The aim of our study was to introduce risk classification and management in a native population based on the Guidelines of Polish National Societies Diagnostics and Treatment of Thyroid Carcinoma but with the addition of sonoelastography. Materials and Methods: We examined prospectively 208 patients with 305 thyroid lesions employing B-mode ultrasound and sonoelastography (SE). Nodule composition, echogenicity, margins, shape, presence or absence of calcifications, thyroid capsule, nodule size were assessed using B-mode ultrasound. Moreover, sonoelastography results were presented using the Asteria scale. Results: In univariate analysis, the following US features were significantly associated with malignancy: >50% solid /solid component, marked hypoechogenicity, ill-defined margins, micro and macrocalcification, taller-than wide shape, no/partial halo pattern, infiltration of the capsule and an Asteria score of 4. Multivariate logistic regression analysis of B-mode features revealed that ill-defined margins (OR 10.77), markedly hypoechogenicity (OR 5.12), microcalcifications (OR 4.85), thyroid capsule infiltrations (OR 3.2), macrocalcifications (OR 3.01), and hard lesion in SE (OR 6.85) were associated with a higher Odds Ratio (OR) for malignancy. Multivariate logistic regression analysis revealed that combining two features increases the OR and the best combination was irregular margins and Asteria scale 4 (OR 20.21). Adding a third feature did not increase the OR. Conclusions: Sonoelastography increases the value risk of predicted malignancy, with consequent different approach to further clinical investigation and management. A solitary feature (Asteria 4) in a solid tumor can result in its categorization as TIRADS 4, but coexistence with high risk features allows it to be upgraded to TIRADS 5. The irregular margin was the strongest single feature which allowed for the assignment of a solid tumor into TIRADS 5 category. The highest accuracy was found by combining the features of age, margin, echogenicity (markedly hypoechoic), capsule infiltration, microcalcifications and sonoelastography (Asteria 3,4) of the tumors.
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Affiliation(s)
- Katarzyna Sylwia Dobruch-Sobczak
- Radiology Department II, The Maria Sklodowska-Curie Memorial Cancer Center and Institute of Oncology, Warsaw, Poland
- Ultrasound Department, Institute of Fundamental Technological Research, Polish Academy of Science, Warsaw, Poland
| | - Agnieszka Krauze
- Department of Imaging Diagnostics, Medical University of Warsaw, Warsaw, Poland
| | - Bartosz Migda
- Department of Imaging Diagnostics, Medical University of Warsaw, Warsaw, Poland
| | - Krzysztof Mlosek
- Department of Imaging Diagnostics, Medical University of Warsaw, Warsaw, Poland
| | - Rafał Zenon Słapa
- Department of Imaging Diagnostics, Medical University of Warsaw, Warsaw, Poland
| | - Elwira Bakuła-Zalewska
- Department of Pathology, The Maria Sklodowska-Curie Memorial Cancer Center and Institute of Oncology, Warsaw, Poland
| | - Zbigniew Adamczewski
- Department of Endocrinology and Metabolic Diseases, Medical University of Lodz, Łódź, Poland
- Department of Endocrinology and Metabolic Diseases, Research Institute, Polish Mother's Memorial Hospital, Łódź, Poland
| | - Andrzej Lewiński
- Department of Endocrinology and Metabolic Diseases, Medical University of Lodz, Łódź, Poland
- Department of Endocrinology and Metabolic Diseases, Research Institute, Polish Mother's Memorial Hospital, Łódź, Poland
| | - Wiesław Jakubowski
- Department of Imaging Diagnostics, Medical University of Warsaw, Warsaw, Poland
| | - Marek Dedecjus
- Department of Oncological Endocrinology and Nuclear Medicine, The Maria Sklodowska-Curie Memorial Cancer Center and Institute of Oncology, Warsaw, Poland
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Zhao RN, Zhang B, Jiang YX, Yang X, Lai XJ, Zhu SL, Zhang XY. Ultrasonographic Multimodality Diagnostic Model of Thyroid Nodules. ULTRASONIC IMAGING 2019; 41:63-77. [PMID: 30477400 DOI: 10.1177/0161734618815070] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
The aim of this study was to identify independent risk factors for thyroid cancer, establish an ultrasonographic multimodality diagnostic model for thyroid nodules, and explore the diagnostic value of the model. From November 2011 to February 2015, 307 patients with a total of 367 thyroid nodules underwent conventional ultrasound, contrast-enhanced ultrasound (CEUS), and ultrasound elastography examinations before surgery. A binary logistic regression analysis was performed to identify independent risk factors for thyroid cancer and to establish a multimodality diagnostic model for thyroid nodules. The diagnostic performance of conventional ultrasound, CEUS, ultrasound elastography, and the multimodality diagnostic model was assessed and compared. The following seven independent risk factors were included in the logistic regression models: age, irregular shape, hypoechoic pattern, marked hypoechoic pattern, irregular blood flow distribution, heterogeneous enhancement, and an elastic score of 3/4. The multimodality diagnostic model had a diagnostic accuracy of 86.9%, with a sensitivity of 93.5% and a specificity of 77.3%. The multimodality diagnostic model improved the diagnostic accuracy compared with that of conventional ultrasound, CEUS, and ultrasound elastography. Independent risk factors for thyroid cancer included age, irregular shape, hypoechoic pattern, marked hypoechoic pattern, irregular blood flow distribution, heterogeneous enhancement, and an elastic score of 3/4. The multimodality diagnostic model was demonstrated to be effective in the diagnosis of thyroid nodules.
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Affiliation(s)
- Rui-Na Zhao
- Department of Ultrasound, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Bo Zhang
- Department of Ultrasound, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yu-Xin Jiang
- Department of Ultrasound, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Xiao Yang
- Department of Ultrasound, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Xing-Jian Lai
- Department of Ultrasound, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Shen-Ling Zhu
- Department of Ultrasound, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Xiao-Yan Zhang
- Department of Ultrasound, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
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Liu Q, Cheng J, Li J, Gao X, Li H. The diagnostic accuracy of contrast-enhanced ultrasound for the differentiation of benign and malignant thyroid nodules: A PRISMA compliant meta-analysis. Medicine (Baltimore) 2018; 97:e13325. [PMID: 30544392 PMCID: PMC6310493 DOI: 10.1097/md.0000000000013325] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND Contrast-enhanced ultrasound (CEUS) is a non-invasive method that has been used in the diagnosis of several diseases. Recently, CEUS has been used in the differentiation of benign and malignant thyroid nodules. However, the performance of CEUS in thyroid nodules has not been studied clearly. METHODS The databases of Pubmed, Embase, Cochrane library and the unpublished studies were systematically searched for candidate inclusions, with the use of CEUS in differentiating the benign and malignant thyroid nodules. The quality of included studies was assessed using Quality Assessment of Diagnostic Accuracy Studies (QUADAS) questionnaire. The pooled estimates of sensitivity, specificity, diagnostic odds ratio (DOR), positive and negative likelihood ratio (NLR) were calculated using STATA software version 14.0. RESULTS Totally 33 diagnostic studies were included for further analysis. The quality of included studies was relatively high using QUADAS method. The pooled estimates of sensitivity and specificity were 0.88 (95% CI 0.85, 0.91) and 0.88 (95% CI 0.83, 0.91), respectively. In addition, the DOR, the positive and NLRs were pooled positive LR and the negative LR were 54 (95% CI 33, 89), 7.1% (5.2%, 9.8%), and 0.13% (0.10%, 0.18%). No significant publication bias was observed. CONCLUSIONS Our meta-analysis further indicated that CEUS is a useful tool in differentiating benign and malignant thyroid nodules, with high sensitivity and specificity.
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Affiliation(s)
| | | | | | | | - Hongbo Li
- Department of General Surgery, People's Hospital of Rizhao, Rizhao, China
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He Y, Wang XY, Hu Q, Chen XX, Ling B, Wei HM. Value of Contrast-Enhanced Ultrasound and Acoustic Radiation Force Impulse Imaging for the Differential Diagnosis of Benign and Malignant Thyroid Nodules. Front Pharmacol 2018; 9:1363. [PMID: 30542283 PMCID: PMC6277905 DOI: 10.3389/fphar.2018.01363] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2018] [Accepted: 11/05/2018] [Indexed: 11/13/2022] Open
Abstract
Objectives: To assess the value of contrast-enhanced ultrasound (CEUS) and acoustic radiation force impulse (ARFI) imaging for the differential diagnosis of benign and malignant thyroid nodules. Methods: CEUS was performed in eighty-eight thyroid nodules. The patterns of CEUS were analyzed, and ARFI was then performed. The shear wave velocities (SWVs) of the nodules and the surrounding normal thyroid tissue were obtained. The areas under the curve (AUCs) and cut-off value were obtained by a receiver operating characteristic (ROC) curve analysis. The sensitivity, specificity, positive predictive value (PPV), negative predictive value (NPV) and diagnostic rate of each modality were assessed and compared using pathological diagnosis. Results: Among 88 nodules, 29 nodules were malignant and 59 were benign. The sensitivity, specificity, PPV, NPV, and diagnostic rate of CEUS were 79.3, 91.5, 82.1, 90, and 87.5%, respectively. Using a cut-off value of 2.565 m/s for SWV, the sensitivity, specificity, PPV, NPV and diagnostic rate for malignancy were 75.9, 94.9, 88.0, 88.9, and 88.6%, respectively. The AUC was 0.878. The sensitivity, specificity, PPV, NPV and diagnostic rate of CEUS in combination with ARFI were 93.1, 89.8, 81.8, 96.3, and 90.9%, respectively. Conclusion: Both CEUS and ARFI are valuable for the differential diagnosis of benign and malignant thyroid nodules. Combining these two methods can improve the diagnostic rate.
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Affiliation(s)
- Yan He
- Department of Ultrasound, The People's Hospital of Guangxi Zhuang Autonomous Region, Nanning, China
| | - Xiao Yan Wang
- Department of Ultrasound, The People's Hospital of Guangxi Zhuang Autonomous Region, Nanning, China
| | - Qiao Hu
- Department of Ultrasound, The People's Hospital of Guangxi Zhuang Autonomous Region, Nanning, China
| | - Xue Xue Chen
- Department of Ultrasound, The People's Hospital of Guangxi Zhuang Autonomous Region, Nanning, China
| | - Bing Ling
- Department of Ultrasound, The People's Hospital of Guangxi Zhuang Autonomous Region, Nanning, China
| | - Hai Ming Wei
- Department of Pathology, The People's Hospital of Guangxi Zhuang Autonomous Region, Nanning, China
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Percutaneous Laser Ablation of Unifocal Papillary Thyroid Microcarcinoma: Utility of Conventional Ultrasound and Contrast-Enhanced Ultrasound in Assessing Local Therapeutic Response. World J Surg 2018; 42:2476-2484. [PMID: 29488064 DOI: 10.1007/s00268-018-4500-6] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
PURPOSE To investigate the use of conventional ultrasound and contrast-enhanced ultrasound (CEUS) in assessing local therapeutic response of percutaneous laser ablation (PLA) for papillary thyroid microcarcinoma (PTMC). METHODS Sixty-four patients with 64 PTMCs who were referred to our hospital from November 2013 to July 2016 were treated with PLA. The extent of ablation was assessed by CEUS at 10-20 min and 7 days after PLA. The size and volume of the ablation zone were evaluated on conventional ultrasound at 1 h, 1, 3, 6 and 12 months, and every half-year thereafter, and recurrences were also recorded. Ultrasound-guided fine needle aspiration biopsy (FNAB) of the ablated area was performed at 1, 6 and 12 months after PLA. RESULTS Two incomplete ablations were detected by CEUS, and a second ablation was performed. The mean largest diameter and volume of the ablated area on CEUS at 10-20 min and 7 days after PLA were significantly larger than those of pre-treatment on conventional ultrasound (p < 0.05, for both). At the last follow-up, the mean largest diameter was reduced from 4.6 ± 1.5 to 0.6 ± 1.3 mm (p < 0.0.5), and the average volume was 41.0 ± 40.4 mm3, which decreased to 1.8 ± 6.7 mm3 (p < 0.0.5). A cervical metastatic lymph node was detected on ultrasound and confirmed by ultrasound-guided FNAB at 30 months after PLA. CONCLUSIONS CEUS could play a crucial role in assessing the completeness of PLA for treating PTMC, and conventional ultrasound can not only guide the FNAB process but also is important in the follow-up of PTMC after PLA.
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Abstract
The present study was aimed to compare the application values between 2-dimensional color Doppler ultrasonography (2DUS) and contrast-enhanced ultrasonography (CEUS) in the differential diagnosis of thyroid malignant nodules.A total of 124 patients suspectedly diagnosed with malignant thyroid nodules under conventional gray-scale ultrasonography were recruited in this study. All enrolled patients were examined by both 2DUS and CEUS.A total of 153 nodules (94.44%) and 45 cases (90.00%) with malignant nodules were detected by the CEUS. No significant differences were noted in nodule detection rates between 2DUS and CEUS (χ = 1.170, P = .279; χ = 0.796, P = .372). The aspect ratio, microcalcification, internal echo, borderline, Vmax, resistance index, and total scores of malignant nodules were higher than those of benign nodules (all P < .05) when diagnosed by 2DUS. The peripheral/internal enhancement time, peak intensity, local enhancement, ring enhancement, and total scores of malignant nodules were significantly higher compared with those of benign nodules (all P < .05) by CEUS. Total score of malignant nodules diagnosed by 2DUS was approximately 3.5 and 2.3 points for CEUS. The diagnostic accuracy of 2DUS as observed by area under the curve was 0.821 with the cut-off value of 3.9, the sensitivity was 82.5%, and the specificity was 85.6%. The diagnostic accuracy of CEUS was 0.862 with the cut-off value of 2.8, the sensitivity was 86.7%, and the specificity was 91.3%.Both 2DUS and CEUS are worthy of application values in the differential diagnosis from benign to malignant thyroid nodules.
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Zhan J, Ding H. Application of contrast-enhanced ultrasound for evaluation of thyroid nodules. Ultrasonography 2018; 37:288-297. [PMID: 30213158 PMCID: PMC6177690 DOI: 10.14366/usg.18019] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2018] [Accepted: 07/03/2018] [Indexed: 12/14/2022] Open
Abstract
Contrast-enhanced ultrasound (CEUS) is widely used to evaluate tumor microcirculation, which is useful in the differential diagnosis between benignity and malignancy. In the last 10 years, the applicability of CEUS to thyroid nodules has greatly improved due to technological refinements and the development of second-generation contrast agents. In this review, we summarize the applications of CEUS for thyroid nodules, focusing on the imaging findings of malignant and benign nodules in the existing literature and the use of those findings to predict malignancies, with an additional brief description of the utilization of CEUS for other thyroid-related diseases.
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Affiliation(s)
- Jia Zhan
- Department of Ultrasound, Zhongshan Hospital, Fudan University, Shanghai, China.,Department of Ultrasound, Huadong Hospital, Fudan University, Shanghai, China
| | - Hong Ding
- Department of Ultrasound, Zhongshan Hospital, Fudan University, Shanghai, China
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Advantages of Routine Ultrasound Combined With Contrast-Enhanced Ultrasound in Diagnosing Papillary Thyroid Carcinoma. Ultrasound Q 2018; 33:213-218. [PMID: 28832401 DOI: 10.1097/ruq.0000000000000309] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
This study aimed to evaluate the advantages of routine ultrasound (US), contrast-enhanced US (CEUS), and the combination of these 2 methods in diagnosing papillary thyroid carcinoma (PTC). We subjected 89 patients with calcified thyroid nodules to conventional US and CEUS and then retrospectively analyzed the US and CEUS features of 89 patients with single, solid PTC. On this basis, we then evaluated the ability of US, CEUS, and their combination to diagnose PTC. In the 89 patients with thyroid nodules, US findings differed significantly from CEUS findings (P < 0.05). In the US group, the diagnostic sensitivity, specificity, and accuracy were 87.5%, 78.8%, and 88.0%, respectively; in the CEUS group, these values were 92.9% (P < 0.05), 87.9% (P < 0.05), and 92.9% (P < 0.05), respectively; and when the methods were combined, the diagnostic sensitivity, specificity, and accuracy were 96.7%, 92.7%, and 94.9%, respectively. A typical PTC nodule can be definitively diagnosed using US and CEUS; more specifically, the features of slow progression, late enhancement, and low enhancement were highly associated with a diagnosis of PTC. When these features were combined, they exhibited higher diagnostic performance than any individual method.
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Wang Y, Nie F, Liu T, Yang D, Li Q, Li J, Song A. Revised Value of Contrast-Enhanced Ultrasound for Solid Hypo-Echoic Thyroid Nodules Graded with the Thyroid Imaging Reporting and Data System. ULTRASOUND IN MEDICINE & BIOLOGY 2018; 44:930-940. [PMID: 29472113 DOI: 10.1016/j.ultrasmedbio.2017.12.018] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/03/2017] [Revised: 10/26/2017] [Accepted: 12/21/2017] [Indexed: 06/08/2023]
Abstract
The use of ultrasound in differentiation of benign and malignant solid hypo-echoic thyroid nodules is a dilemma in clinical practice. The aim of this study was to investigate the revised value of contrast-enhanced ultrasound (CEUS) for differentiating solid hypo-echoic thyroid nodules using the Thyroid Imaging Reporting and Data System (TI-RADS).The study included 135 patients with 135 nodules confirmed by fine-needle aspiration and/or surgery. Every nodule underwent both conventional US and CEUS. Binary logistic regression analysis for conventional US features revealed that irregular shape, microcalcification and height greater than width were significant malignant predictive features. Binary logistic analysis for CEUS features indicated that hetero-enhancement, slow wash-in, an ill-defined enhancement border and fast wash-out were significantly associated with malignancy. The areas under the curve of the TI-RADS, CEUS and the combination were 0.806, 0.934 and 0.950, respectively. CEUS is a potentially useful tool in the differentiation of solid hypo-echoic thyroid nodules.
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Affiliation(s)
- YanFang Wang
- Department of Ultrasound, Lanzhou University Second Hospital, Lanzhou, Gansu, China
| | - Fang Nie
- Department of Ultrasound, Lanzhou University Second Hospital, Lanzhou, Gansu, China.
| | - Ting Liu
- Department of Ultrasound, Lanzhou University Second Hospital, Lanzhou, Gansu, China
| | - Dan Yang
- Department of Ultrasound, Lanzhou University Second Hospital, Lanzhou, Gansu, China
| | - Qi Li
- Department of Ultrasound, Lanzhou University Second Hospital, Lanzhou, Gansu, China
| | - Jing Li
- Department of Ultrasound, Lanzhou University Second Hospital, Lanzhou, Gansu, China
| | - AiLing Song
- Department of General Surgery, Lanzhou University Second Hospital, Lanzhou, Gansu, China
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Hong S, Park S, Lee D, Cha A, Kim D, Choi J. Contrast-enhanced ultrasonography for evaluation of blood perfusion in normal canine eyes. Vet Ophthalmol 2018. [DOI: 10.1111/vop.12562] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Affiliation(s)
- Sunghwa Hong
- College of Veterinary Medicine and BK21 Plus project team; Chonnam National University; Gwangju South Korea
| | - Seungjo Park
- College of Veterinary Medicine and BK21 Plus project team; Chonnam National University; Gwangju South Korea
| | - Dahae Lee
- College of Veterinary Medicine and BK21 Plus project team; Chonnam National University; Gwangju South Korea
| | - Ahyoung Cha
- College of Veterinary Medicine and BK21 Plus project team; Chonnam National University; Gwangju South Korea
| | - Dongeun Kim
- College of Veterinary Medicine and BK21 Plus project team; Chonnam National University; Gwangju South Korea
| | - Jihye Choi
- College of Veterinary Medicine and BK21 Plus project team; Chonnam National University; Gwangju South Korea
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Zhou X, Zhou P, Hu Z, Tian SM, Zhao Y, Liu W, Jin Q. Diagnostic Efficiency of Quantitative Contrast-Enhanced Ultrasound Indicators for Discriminating Benign From Malignant Solid Thyroid Nodules. JOURNAL OF ULTRASOUND IN MEDICINE : OFFICIAL JOURNAL OF THE AMERICAN INSTITUTE OF ULTRASOUND IN MEDICINE 2018; 37:425-437. [PMID: 28880412 DOI: 10.1002/jum.14347] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/05/2017] [Revised: 05/08/2017] [Accepted: 05/11/2017] [Indexed: 06/07/2023]
Abstract
OBJECTIVES We aimed to determine the most efficient quantitative parameters to establish a contrast-enhanced ultrasound (US) assessment system for distinguishing between benign and malignant thyroid nodules. METHODS A total of 167 patients with thyroid solitary nodules had the diagnosis confirmed by surgery or fine-needle aspiration. Quantitative contrast-enhanced US indicators (time to peak, time from peak to one-half, ascend slope, descend slope, peak intensity, and area under the curve [AUC]) were gathered in nodule and perinodule areas. Univariate and multivariate logistic regression analyses were performed. Receiver operating characteristic curves were generated. Sensitivities, specificities, and positive and negative predictive values were calculated to identify the best cutoff value. RESULTS The univariate logistic regression model showed that the peak intensity, ascend slope, descend slope, and AUC were significant indicators for discriminating benign from malignant nodules under contrast-enhanced US (P < .0001). For thyroid nodules, low peak intensity, ascend slope, and AUC and high descend slope values were significant indicators of malignancy. However, in perinodule areas, high peak intensity, ascend slope, and AUC and low descend slope values were significantly associated with malignancies. The cutoff values for the nodule peak intensity, ascend slope, descend slope, and AUC were 20.75, 0.91, -0.2, and 1818.23, respectively. The cutoff values for the ratios of the nodule versus perinodule peak intensity, ascend slope, descend slope, and AUC were 0.90, 0.95, 0.96, and 0.96. The nodule-to-perinodule peak intensity ratio showed the best diagnostic efficiency, with 80.41% sensitivity and 80.00% specificity. CONCLUSIONS Quantitative contrast-enhanced US indicators help discriminate benign from malignant thyroid nodules. The nodule-to-perinodule peak intensity ratio showed the best diagnostic efficiency.
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Affiliation(s)
- Xiaohui Zhou
- Department of Ultrasound, Third Xiangya Hospital, Central South University, Changsha, China
| | - Ping Zhou
- Department of Ultrasound, Third Xiangya Hospital, Central South University, Changsha, China
| | - Zheyu Hu
- Department of Clinical Research and Teaching, First Hospital of Changsha City, Changsha, China
| | - Shuang Ming Tian
- Department of Ultrasound, Third Xiangya Hospital, Central South University, Changsha, China
| | - Yongfeng Zhao
- Department of Ultrasound, Third Xiangya Hospital, Central South University, Changsha, China
| | - Wengang Liu
- Department of Ultrasound, Third Xiangya Hospital, Central South University, Changsha, China
| | - Qiuzi Jin
- Department of Ultrasound, Third Xiangya Hospital, Central South University, Changsha, China
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Zhang Y, Zhang MB, Luo YK, Li J, Wang ZL, Tang J. The Value of Peripheral Enhancement Pattern for Diagnosing Thyroid Cancer Using Contrast-Enhanced Ultrasound. Int J Endocrinol 2018; 2018:1625958. [PMID: 30627155 PMCID: PMC6304846 DOI: 10.1155/2018/1625958] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/02/2018] [Accepted: 10/03/2018] [Indexed: 12/26/2022] Open
Abstract
BACKGROUND Contrast-enhanced ultrasound (CEUS) scanning can detect differences between thyroid tumors and surrounding tissues. However, enhancement patterns within nodules are insufficient for the diagnosis of thyroid carcinomas. The peripheral enhancement patterns of nodules may provide useful diagnostic information. The objective of this study was to investigate the diagnostic accuracy of the peripheral enhancement patterns during CEUS scanning of thyroid nodules. MATERIAL AND METHODS 120 nodules with peripheral rings during CEUS and definite pathology confirmed by surgery were included in this study. The internal and peripheral CEUS enhancement patterns of these nodules were assessed, and the diagnostic value of CEUS was compared with the conventional ultrasound. The relationship of types of peripheral rings and sizes of nodules was analyzed, respectively. RESULTS There were 78 benign and 42 malignant nodules. Peripheral irregular ring performs well in detecting malignancy. It improves the diagnostic performance of CEUS by combining with internal enhancement patterns (diagnostic sensitivity of 97.6%, specificity of 98.7%, and accuracy of 98.3%) and adds value to conventional ultrasound (95.2%, 70.5%, and 79.2%). The sizes of the nodules with regular high-enhanced rings (2.34 ± 1.33 cm) were larger than the other three types of peripheral rings (P < 0.05). CONCLUSIONS Features of peripheral ring on CEUS are important for the diagnosis of thyroid cancer; they can further contribute to the accuracy combining with the internal enhancement pattern, which could avoid the unnecessary biopsy.
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Affiliation(s)
- Yan Zhang
- Department of Ultrasound, Chinese People's Liberation Army General Hospital, China
| | - Ming-bo Zhang
- Department of Ultrasound, Chinese People's Liberation Army General Hospital, China
| | - Yu-kun Luo
- Department of Ultrasound, Chinese People's Liberation Army General Hospital, China
| | - Jie Li
- Department of Pathology, Chinese People's Liberation Army General Hospital, China
| | - Zhi-li Wang
- Department of Ultrasound, Chinese People's Liberation Army General Hospital, China
| | - Jie Tang
- Department of Ultrasound, Chinese People's Liberation Army General Hospital, China
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64
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Jingjing LMD, Liping LMD, Yanjing ZMD, Yufang Z, Yanhong HMD, Tingting LMD, Xiaochun ,HMD. Analysis of Characteristics Microvessel Density of Thyroid Malignant and Benign Nodules on Contrast-Enhanced Ultrasonography. ADVANCED ULTRASOUND IN DIAGNOSIS AND THERAPY 2018. [DOI: 10.37015/audt.2018.180819] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
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65
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Aslan A, Sancak S, Aslan M, Ayaz E, Inan I, Ozkanli SS, Alimoğlu O, Yıkılmaz A. DIAGNOSTIC VALUE OF DUPLEX DOPPLER ULTRASOUND PARAMETERS IN PAPILLARY THYROID CARCINOMA. ACTA ENDOCRINOLOGICA-BUCHAREST 2018; 14:43-48. [PMID: 31149235 DOI: 10.4183/aeb.2018.43] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
Context Papillary thyroid carcinoma (PTC) is the most common type of thyroid cancer due to its high fibrotic content; it can affect the blood flow resistance. Objective To introduce duplex Doppler ultrasonography (DDUS) parameters of papillary thyroid carcinoma (PTC) and their correlation with size. Design The study was designed as a prospective study. Subjects and Methods Thyroid nodules of the patients who were already scheduled for thyroid surgery either for malignant thyroid nodules or multinodular goiter were evaluated for DDUS parameters. Size, systolic to diastolic flow velocity (S/D) ratio, pulsatility index (PI), and resistive index (RI) of each nodule were recorded. Nodules were diagnosed as PTC or benign nodules based on histopathology. DDUS parameters were compared between PTCs versus benign nodules and micro PTCs (≤ 10 mm) versus large PTCs (> 10 mm). A correlation analysis was performed between the size and DDUS parameters. Results 140 thyroid nodules (30 PTCs, 110 benign nodules) were obtained. The mean S/D ratio, PI, and RI values were significantly higher in PTC than in benign nodules (p values were 0.0001, 0.0003, and 0.0001 respectively). The optimal cut-off values of S/D (0.732), PI (0.732), and RI (0.738) had accuracy rates of 71%, 69%, and 69%, respectively. There was no statistically significant difference between micro PTC and large PTC with regards to DDUS parameters. The size and DDUS parameters of PTC showed no significant correlation. Conclusions PTC has a high resistive flow pattern regardless of its size; however the clinical utility of DDUS to differentiate a PTC from benign nodule is limited.
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Affiliation(s)
- A Aslan
- Medical School of Istanbul Medeniyet University, Göztepe Training and Research Hospital, Dept. of Radiology, Istanbul, Turkey
| | - S Sancak
- Fatih Sultan Mehmet Training and Research Hospital, Dept. of Endocrinology, Istanbul, Turkey
| | - M Aslan
- Medical School of Istanbul Medeniyet University, Göztepe Training and Research Hospital, Dept. of Radiology, Istanbul, Turkey
| | - E Ayaz
- Medical School of Istanbul Medeniyet University, Göztepe Training and Research Hospital, Dept. of Radiology, Istanbul, Turkey
| | - I Inan
- Medical School of Istanbul Medeniyet University, Göztepe Training and Research Hospital, Dept. of Radiology, Istanbul, Turkey
| | - S S Ozkanli
- Medical School of Istanbul Medeniyet University, Göztepe Training and Research Hospital, Dept. of Pathology, Istanbul, Turkey
| | - O Alimoğlu
- Medical School of Istanbul Medeniyet University, Göztepe Training and Research Hospital, Dept. of General Surgery, Istanbul, Turkey
| | - A Yıkılmaz
- Medical School of Istanbul Medeniyet University, Göztepe Training and Research Hospital, Dept. of Radiology, Istanbul, Turkey
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66
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Lu R, Meng Y, Zhang Y, Zhao W, Wang X, Jin M, Guo R. Superb microvascular imaging (SMI) compared with conventional ultrasound for evaluating thyroid nodules. BMC Med Imaging 2017; 17:65. [PMID: 29281991 PMCID: PMC5745911 DOI: 10.1186/s12880-017-0241-5] [Citation(s) in RCA: 61] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2017] [Accepted: 12/15/2017] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Superb microvascular imaging (SMI) for depiction of microvascular flow in thyroid nodules was compared with color/power Doppler imaging (CDI/PDI) and contrast-enhanced ultrasonography (CEUS). In addition, the diagnostic performance of conventional ultrasound combined with SMI for differentiating benign and malignant thyroid nodules was evaluated. METHODS Preoperative conventional ultrasound consisting of gray-scale ultrasonography and CDI/PDI, followed by SMI and CEUS, was used to record 52 thyroid nodules. Two radiologists analyzed the gray-scale ultrasound signs and nodules' microvascular flow patterns to differentiate between benign (n = 13) and malignant nodules (n = 39). RESULTS SMI was significantly more effective in the detection of microvascular flow signals than CDI/PDI. In malignant nodules, SMI depicted the presence of incomplete surrounding periphery microvasculature and of disordered heterogeneous internal microvasculature. Benign nodules showed complete surrounding periphery microvasculature (ring sign) and homogeneity internal branching. The accuracies of conventional ultrasound combined with CDI/ PDI, SMI, or CEUS for predicting malignancy were 67.31, 86.54, and 92.31%, respectively. The accuracy of SMI differed significantly from CDI/PDI (P = 0.012), but not from CEUS (P = 0.339). CONCLUSIONS Microvascular flow and vessel branching in the peripheral and internal microvasculature of thyroid nodules is depicted with greater detail and clarity with SMI compared with conventional ultrasound. SMI offers a safe and low-cost alternative to CEUS for differentiating between benign and malignant thyroid nodules.
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Affiliation(s)
- Ruigang Lu
- Department of Ultrasonography, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, 100020 China
| | - Yuxin Meng
- Department of Endocrinology, Beijing No. 6 Hospital, Beijing, 100007 China
| | - Yan Zhang
- Department of Ultrasonography, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, 100020 China
| | - Wei Zhao
- Department of Ultrasonography, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, 100020 China
| | - Xun Wang
- Department of Otorhinolaryngology Head and Neck Surgery, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, 100020 China
| | - Mulan Jin
- Department of Pathology, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, 100020 China
| | - Ruijun Guo
- Department of Ultrasonography, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, 100020 China
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67
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Hong YR, Luo ZY, Mo GQ, Wang P, Ye Q, Huang PT. Role of Contrast-Enhanced Ultrasound in the Pre-operative Diagnosis of Cervical Lymph Node Metastasis in Patients with Papillary Thyroid Carcinoma. ULTRASOUND IN MEDICINE & BIOLOGY 2017; 43:2567-2575. [PMID: 28807450 DOI: 10.1016/j.ultrasmedbio.2017.07.010] [Citation(s) in RCA: 39] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/13/2017] [Revised: 07/04/2017] [Accepted: 07/11/2017] [Indexed: 06/07/2023]
Abstract
The objective of this study was to prospectively evaluate the diagnostic accuracy of contrast-enhanced ultrasonography (CEUS) in differentiating between benign and metastatic cervical lymph nodes in patients with papillary thyroid cancer (PTC). Three hundred nineteen cervical lymph nodes (162 metastatic from PTC and 157 benign) were evaluated using conventional ultrasonography (US) and CEUS before biopsy or surgery. Metastatic lymph nodes more often manifested centripetal or asynchronous perfusion, hyper-enhancement, heterogeneous enhancement, perfusion defects and ring-enhancing margins than benign lymph nodes at pre-operative CEUS (all p values < 0.001). The area under the receiver operating characteristic curve (AUC) for the combination of conventional US and CEUS (0.983, 95% confidence interval [CI]: 0.971-0.994) was higher than that of conventional US alone (0.929, 95% CI: 0.899-0.958) and CEUS (0.911, 95% CI: 0.876-0.947). In conclusion, CEUS is a promising tool in conjunction with conventional US for the pre-operative prediction of metastatic cervical lymph nodes in patients with PTC.
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Affiliation(s)
- Yu-Rong Hong
- Department of Ultrasound, Second Affiliated Hospital, Zhejiang University College of Medicine, Hangzhou City, Zhejiang Province, China
| | - Zhi-Yan Luo
- Department of Ultrasound, Second Affiliated Hospital, Zhejiang University College of Medicine, Hangzhou City, Zhejiang Province, China
| | - Guo-Qiang Mo
- Department of Ultrasound, Second Affiliated Hospital, Zhejiang University College of Medicine, Hangzhou City, Zhejiang Province, China
| | - Ping Wang
- Department of Surgery, Second Affiliated Hospital, Zhejiang University College of Medicine, Hangzhou City, Zhejiang Province, China
| | - Qin Ye
- Department of Pathology, Second Affiliated Hospital, Zhejiang University College of Medicine, Hangzhou City, Zhejiang Province, China
| | - Pin-Tong Huang
- Department of Ultrasound, Second Affiliated Hospital, Zhejiang University College of Medicine, Hangzhou City, Zhejiang Province, China.
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Ma HJ, Yang JC, Leng ZP, Chang Y, Kang H, Teng LH. Preoperative prediction of papillary thyroid microcarcinoma via multiparameter ultrasound. Acta Radiol 2017; 58:1303-1311. [PMID: 28194993 DOI: 10.1177/0284185117692167] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background Accurate diagnosis of papillary thyroid microcarcinoma (PTMC) is important for further management. Ultrasound (US) is the most frequently used imaging modality for PTMC. Purpose To evaluate the diagnostic value of conventional US, contrast-enhanced ultrasound (CEUS) and real-time elastography (RTE) for patients with PTMC. Material and Methods In total, 135 patients with subcentimeter thyroid nodules who underwent conventional US, CEUS, and RTE before surgery were enrolled. A multivariate logistic regression analysis was performed to assess the independent predictors of PTMC. The diagnostic performances of conventional US, CEUS, and RTE were evaluated with a receiver operating characteristic (ROC) curve analysis. Results A taller-than-wide shape was identified as the strongest predictor of PTMC (odds ratio [OR], 25.21), followed by heterogeneous enhancement (OR, 24.03), marked hypoechogenicity (OR, 21.71), poorly defined margin (OR, 5.51), strain ratio (OR, 2.59), and age (OR, 0.92; all P values < 0.05). Heterogeneous enhancement on CEUS showed the highest positive predictive value (PPV; 88.0%) and an accuracy of 83.7%. A logistic regression model was created to predict PTMC using conventional US, CEUS, and RTE. The area under the ROC curve was 0.97, with a sensitivity of 88.6% and a specificity of 94.6%. Conclusion Conventional US combined with CEUS and RTE can improve the diagnostic accuracy of PTMC.
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Affiliation(s)
- Hui Juan Ma
- Department of Ultrasound, Xuanwu Hospital, Capital Medical University, Beijing, PR China
| | - Jing Chun Yang
- Department of Ultrasound, Xuanwu Hospital, Capital Medical University, Beijing, PR China
| | - Zhen Peng Leng
- Department of Ultrasound, Xuanwu Hospital, Capital Medical University, Beijing, PR China
| | - Ying Chang
- Department of Ultrasound, Xuanwu Hospital, Capital Medical University, Beijing, PR China
| | - Hua Kang
- Department of Surgery, Xuanwu Hospital, Capital Medical University, Beijing, PR China
| | - Liang Hong Teng
- Department of Pathology, Xuanwu Hospital, Capital Medical University, Beijing, PR China
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Wang Y, Lei KR, He YP, Li XL, Ren WW, Zhao CK, Bo XW, Wang D, Sun CY, Xu HX. Malignancy risk stratification of thyroid nodules: comparisons of four ultrasound Thyroid Imaging Reporting and Data Systems in surgically resected nodules. Sci Rep 2017; 7:11560. [PMID: 28912438 PMCID: PMC5599531 DOI: 10.1038/s41598-017-11863-0] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2017] [Accepted: 08/30/2017] [Indexed: 01/23/2023] Open
Abstract
To compare the efficiency of four different ultrasound (US) Thyroid Imaging Reporting and Data Systems (TI-RADS) in malignancy risk stratification in surgically resected thyroid nodules (TNs). The study included 547 benign TNs and 464 malignant TNs. US images of the TNs were retrospectively reviewed and categorized according to the TI-RADSs published by Horvath E et al. (TI-RADS H), Park et al. (TI-RADS P), Kwak et al. (TI-RADS K) and Russ et al. (TI-RADS R). The diagnostic performances for the four TI-RADSs were then compared. At multivariate analysis, among the suspicious US features, marked hypoechogenicity was the most significant independent predictor for malignancy (OR: 15.344, 95% CI: 5.313-44.313) (P < 0.05). Higher sensitivity was seen in TI-RADS H, TI-RADS K, TI-RADS R comparing with TI-RADS P (P < 0.05 for all), whereas the specificity, accuracy and area under the ROC curve (Az) of TI-RADS P were the highest (all P < 0.05). Higher specificity, accuracy and Az were seen in TI-RADS K compared with TI-RADS R (P = 0.003). With its higher sensitivity, TI-RADS K, a simple predictive model, is practical and convenient for the management of TNs in clinical practice. The study indicates that there is a good concordance between TI-RADS categories and histopathology.
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Affiliation(s)
- Ying Wang
- Department of Medical Ultrasound, Shanghai Tenth People's Hospital, Ultrasound Research and Education Institute, Tongji University School of Medicine, Shanghai, 200072, China
- Department of Medical Ultrasound, Yangpu Hospital, Tongji University School of Medicine, Shanghai, 200090, China
- Thyroid Institute, Tongji University School of Medicine, Shanghai, 200072, China
- Shanghai Center for Thyroid Diseases, Shanghai, 200072, China
| | - Kai-Rong Lei
- Department of Medical Ultrasound, Yangpu Hospital, Tongji University School of Medicine, Shanghai, 200090, China
| | - Ya-Ping He
- Department of Medical Ultrasound, Shanghai Tenth People's Hospital, Ultrasound Research and Education Institute, Tongji University School of Medicine, Shanghai, 200072, China
- Shanghai Center for Thyroid Diseases, Shanghai, 200072, China
| | - Xiao-Long Li
- Department of Medical Ultrasound, Shanghai Tenth People's Hospital, Ultrasound Research and Education Institute, Tongji University School of Medicine, Shanghai, 200072, China
- Thyroid Institute, Tongji University School of Medicine, Shanghai, 200072, China
- Shanghai Center for Thyroid Diseases, Shanghai, 200072, China
| | - Wei-Wei Ren
- Department of Medical Ultrasound, Shanghai Tenth People's Hospital, Ultrasound Research and Education Institute, Tongji University School of Medicine, Shanghai, 200072, China
- Thyroid Institute, Tongji University School of Medicine, Shanghai, 200072, China
- Shanghai Center for Thyroid Diseases, Shanghai, 200072, China
| | - Chong-Ke Zhao
- Department of Medical Ultrasound, Shanghai Tenth People's Hospital, Ultrasound Research and Education Institute, Tongji University School of Medicine, Shanghai, 200072, China
- Thyroid Institute, Tongji University School of Medicine, Shanghai, 200072, China
- Shanghai Center for Thyroid Diseases, Shanghai, 200072, China
| | - Xiao-Wan Bo
- Department of Medical Ultrasound, Shanghai Tenth People's Hospital, Ultrasound Research and Education Institute, Tongji University School of Medicine, Shanghai, 200072, China
- Thyroid Institute, Tongji University School of Medicine, Shanghai, 200072, China
- Shanghai Center for Thyroid Diseases, Shanghai, 200072, China
| | - Dan Wang
- Department of Medical Ultrasound, Shanghai Tenth People's Hospital, Ultrasound Research and Education Institute, Tongji University School of Medicine, Shanghai, 200072, China
- Thyroid Institute, Tongji University School of Medicine, Shanghai, 200072, China
- Shanghai Center for Thyroid Diseases, Shanghai, 200072, China
| | - Cheng-Yu Sun
- Department of Medical Ultrasound, Shanghai Tenth People's Hospital, Ultrasound Research and Education Institute, Tongji University School of Medicine, Shanghai, 200072, China
- Department of Medical Ultrasound, Yangpu Hospital, Tongji University School of Medicine, Shanghai, 200090, China
- Thyroid Institute, Tongji University School of Medicine, Shanghai, 200072, China
- Shanghai Center for Thyroid Diseases, Shanghai, 200072, China
| | - Hui-Xiong Xu
- Department of Medical Ultrasound, Shanghai Tenth People's Hospital, Ultrasound Research and Education Institute, Tongji University School of Medicine, Shanghai, 200072, China.
- Thyroid Institute, Tongji University School of Medicine, Shanghai, 200072, China.
- Shanghai Center for Thyroid Diseases, Shanghai, 200072, China.
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70
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Zhang Y, Luo YK, Zhang MB, Li J, Li CT, Tang J, Li JL. Values of ultrasound features and MMP-9 of papillary thyroid carcinoma in predicting cervical lymph node metastases. Sci Rep 2017; 7:6670. [PMID: 28751724 PMCID: PMC5532272 DOI: 10.1038/s41598-017-07118-7] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2017] [Accepted: 06/21/2017] [Indexed: 01/03/2023] Open
Abstract
Preoperative assessment of the cervical lymph node status is important in therapeutic schedule and further evaluations of prognosis for papillary thyroid carcinoma (PTC) patients. Our aim was to investigate the diagnostic values of conventional ultrasound (US), contrast-enhanced ultrasound (CEUS) features and the expression of MMP-9 of PTC in predicting the cervical lymph node metastases (LNM). In total, 156 patients with PTC confirmed by surgical pathology were included. Seventy-one patients had cervical LNM, while 85 patients had no LNM. The patients had cervical LNM (39.51 ± 13.29 years) were younger than those had no LNM (44.15 ± 10.94 years) (P = 0.02). Multivariate logistic regression results showed that tumor size ≥0.95 cm (OR = 13.47), ill-defined margin (OR = 4.31), internal heterogeneous low-enhancement (OR = 5.19) and ECE (OR = 25.25) were predictive for the presence of cervical LNM. The detection rate of ECE for the PTC with LNM by CEUS (81.48%, 44/54) was higher than by US (46.30%, 25/54). There was significant difference in MMP-9 intensity between PTC with and without cervical LNM (P = 0.000), and intense reactions (+++) were mainly found in the PTCs with LNM (80.95%, 17/21). In conclusion, the combination of conventional US, CEUS features and MMP-9 expression may serve as an effective tool for predicting the cervical LNM of PTC.
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Affiliation(s)
- Yan Zhang
- Departments of Ultrasound, Chinese People's Liberation Army General Hospital, Beijing, China.
| | - Yu-Kun Luo
- Departments of Ultrasound, Chinese People's Liberation Army General Hospital, Beijing, China.
| | - Ming-Bo Zhang
- Departments of Ultrasound, Chinese People's Liberation Army General Hospital, Beijing, China
| | - Jie Li
- Departments of Pathology, Chinese People's Liberation Army General Hospital, Beijing, China
| | - Chang-Tian Li
- Departments of Ultrasound, Chinese People's Liberation Army General Hospital, Beijing, China
| | - Jie Tang
- Departments of Ultrasound, Chinese People's Liberation Army General Hospital, Beijing, China
| | - Jun-Lai Li
- Departments of Ultrasound, Chinese People's Liberation Army General Hospital, Beijing, China
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Liu Y, Liu H, Qian CL, Lin MS, Li FH. Utility of quantitative contrast-enhanced ultrasound for the prediction of extracapsular extension in papillary thyroid carcinoma. Sci Rep 2017; 7:1472. [PMID: 28469180 PMCID: PMC5431210 DOI: 10.1038/s41598-017-01650-2] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2017] [Accepted: 03/31/2017] [Indexed: 12/04/2022] Open
Abstract
The aim of this study was to find an accurate method for the detection of extracapsular extension (ECE) in papillary thyroid carcinoma (PTC). A total of 102 patients with 109 PTC nodules were retrospectively enrolled. Contrast-enhanced ultrasound (CEUS) characteristics were evaluated. The diagnostic efficacy of quantitative CEUS and tumor size was analyzed. The qualitative CEUS features did not differ significantly between the ECE and non-ECE groups (P > 0.05). All of the quantitative CEUS parameters with the exception of peak intensity and tumor size were found to differ significantly between the ECE and non-ECE groups (P < 0.05). Multivariate stepwise logistic regression analysis demonstrated that time from peak to one half (TPH), tumor size and wash-in slope (WIS) were the significantly different parameters between the ECE and non-ECE groups (P = 0.000, P = 0.005 and P = 0.030, respectively).The sensitivity and specificity in the diagnosis of ECE were: TPH, 75.4% (43/57) and 78.9% (41/52), respectively; WIS, 87.7% (50/57) and 42.3% (22/52), respectively; and tumor size, 71.9% (41/57) and 65.4% (34/52), respectively. Quantitative CEUS analysis and tumor size are essential for the prediction of ECE in PTC; in particular TPH has good diagnostic value in detecting ECE. Our study provides important insights into the prediction of ECE in PTC.
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Affiliation(s)
- Yi Liu
- Departments of Ultrasound, South Campus, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, 2000 Jiangyue Road, Shanghai, 201112, China
| | - Hua Liu
- Departments of General Surgery, South Campus, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, 2000 Jiangyue Road, Shanghai, 201112, China
| | - Chang-Lin Qian
- Departments of General Surgery, South Campus, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, 2000 Jiangyue Road, Shanghai, 201112, China
| | - Mei-Sui Lin
- Departments of Pathology, South Campus, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, 2000 Jiangyue Road, Shanghai, 201112, China
| | - Feng-Hua Li
- Departments of Ultrasound, South Campus, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, 2000 Jiangyue Road, Shanghai, 201112, China.
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Zhao CK, Xu HX, Lu F, Sun LP, He YP, Guo LH, Li XL, Bo XW, Yue WW. Factors associated with initial incomplete ablation for benign thyroid nodules after radiofrequency ablation: First results of CEUS evaluation. Clin Hemorheol Microcirc 2017; 65:393-405. [PMID: 27983547 DOI: 10.3233/ch-16208] [Citation(s) in RCA: 46] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Affiliation(s)
- Chong-Ke Zhao
- Department of Medical Ultrasound, Shanghai Tenth People’s Hospital, Ultrasound Research and Education Institute, Tongji University School of Medicine, Shanghai, China
- Thyroid Institute, Tongji University School of Medicine, Shanghai, China
- Shanghai Research Center for Thyroid Diseases, Shanghai, China
| | - Hui-Xiong Xu
- Department of Medical Ultrasound, Shanghai Tenth People’s Hospital, Ultrasound Research and Education Institute, Tongji University School of Medicine, Shanghai, China
- Thyroid Institute, Tongji University School of Medicine, Shanghai, China
- Shanghai Research Center for Thyroid Diseases, Shanghai, China
| | - Feng Lu
- Department of Medical Ultrasound, Shanghai Tenth People’s Hospital, Ultrasound Research and Education Institute, Tongji University School of Medicine, Shanghai, China
- Thyroid Institute, Tongji University School of Medicine, Shanghai, China
- Shanghai Research Center for Thyroid Diseases, Shanghai, China
| | - Li-Ping Sun
- Department of Medical Ultrasound, Shanghai Tenth People’s Hospital, Ultrasound Research and Education Institute, Tongji University School of Medicine, Shanghai, China
- Thyroid Institute, Tongji University School of Medicine, Shanghai, China
- Shanghai Research Center for Thyroid Diseases, Shanghai, China
| | - Ya-Ping He
- Department of Medical Ultrasound, Shanghai Tenth People’s Hospital, Ultrasound Research and Education Institute, Tongji University School of Medicine, Shanghai, China
- Thyroid Institute, Tongji University School of Medicine, Shanghai, China
- Shanghai Research Center for Thyroid Diseases, Shanghai, China
| | - Le-Hang Guo
- Department of Medical Ultrasound, Shanghai Tenth People’s Hospital, Ultrasound Research and Education Institute, Tongji University School of Medicine, Shanghai, China
- Thyroid Institute, Tongji University School of Medicine, Shanghai, China
- Shanghai Research Center for Thyroid Diseases, Shanghai, China
| | - Xiao-Long Li
- Department of Medical Ultrasound, Shanghai Tenth People’s Hospital, Ultrasound Research and Education Institute, Tongji University School of Medicine, Shanghai, China
- Thyroid Institute, Tongji University School of Medicine, Shanghai, China
- Shanghai Research Center for Thyroid Diseases, Shanghai, China
| | - Xiao-Wan Bo
- Department of Medical Ultrasound, Shanghai Tenth People’s Hospital, Ultrasound Research and Education Institute, Tongji University School of Medicine, Shanghai, China
- Thyroid Institute, Tongji University School of Medicine, Shanghai, China
- Shanghai Research Center for Thyroid Diseases, Shanghai, China
| | - Wen-Wen Yue
- Department of Medical Ultrasound, Shanghai Tenth People’s Hospital, Ultrasound Research and Education Institute, Tongji University School of Medicine, Shanghai, China
- Thyroid Institute, Tongji University School of Medicine, Shanghai, China
- Shanghai Research Center for Thyroid Diseases, Shanghai, China
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Wiesinger I, Kroiss E, Zausig N, Hornung M, Zeman F, Stroszczynski C, Jung EM. Analysis of arterial dynamic micro-vascularization with contrast-enhanced ultrasound (CEUS) in thyroid lesions using external perfusion software: First results. Clin Hemorheol Microcirc 2017; 64:747-755. [PMID: 27792004 DOI: 10.3233/ch-168044] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
AIM To determine different perfusion characteristics of histo-pathologically proven adenomas and carcinomas of the thyroid gland with CEUS and perfusion software. MATERIAL AND METHODS Retrospective perfusion analysis of 25 patients with carcinomas and 41 cases of adenomas of the thyroid gland (30 males, 36 females; aged 18 - 85 years, mean 56 years). All cases were histologically analyzed. Perfusion analysis was independently performed using external perfusion software (VueBox®). TTP, mTT, Peak and Rise time were calculated. RESULTS Lesions' sizes ranged from 0.2 to 10.2 cm in carcinomas (mean 2.18 cm), and from 0.6 to 5.0 cm in adenomas (mean 2.25 cm). In 20 out of 25 carcinomas that were evaluated with CEUS, a complete wash-out in the late venous phase was found. Adenomas showed wash-out at the border.Perfusion analysis in VueBox® revealed some parameters which tend to show differences between adenomas and carcinomas, however did not reach the level of significance.Median Peak in carcinomas was highest at the margins (2945 rU), and lowest in the surroundings (1110 rU). Mean Transit Time (mTT) values showed no differences between center, margin and surrounding.In adenomas healthy tissue showed higher mTT values compared to the center (24.6 vs. 20.7 sec). Median Peak was highest in the surrounding tissue and lowest in the margins (1999 vs. 1129 rU). No statistical differences could be found in the comparisons. CONCLUSION CEUS with perfusion analysis offers new possibilities for the dynamic evaluation of micro-vascularization in thyroid adenomas and carcinomas. Using VueBox® the perfusion analysis of the arterial phase provides new parameters that help determine a lesion's malignancy or benignity. However a final assessment regarding malignancy and benignity of thyroid lesions using only CEUS and perfusion analysis of the arterial phase is not yet possible.
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Affiliation(s)
- I Wiesinger
- Department of Radiology, University Medical Center Regensburg, Regensburg, Germany
| | - E Kroiss
- Department of Radiology, University Medical Center Regensburg, Regensburg, Germany
| | - N Zausig
- Department of Radiology, University Medical Center Regensburg, Regensburg, Germany
| | - M Hornung
- Department of Surgery, University Medical Center Regensburg, Regensburg, Germany
| | - F Zeman
- Center of Clinical Studies, University Medical Center Regensburg, Regensburg, Germany
| | - C Stroszczynski
- Department of Radiology, University Medical Center Regensburg, Regensburg, Germany
| | - E M Jung
- Department of Radiology, University Medical Center Regensburg, Regensburg, Germany
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Jin L, Xu C, Xie X, Li F, Lv X, Du L. An Algorithm of Image Heterogeneity with Contrast-Enhanced Ultrasound in Differential Diagnosis of Solid Thyroid Nodules. ULTRASOUND IN MEDICINE & BIOLOGY 2017; 43:104-110. [PMID: 28029495 DOI: 10.1016/j.ultrasmedbio.2016.05.011] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/07/2015] [Revised: 04/12/2016] [Accepted: 05/16/2016] [Indexed: 06/06/2023]
Abstract
Enhancement heterogeneity on contrast-enhanced ultrasonography (CEUS) is used to differentiate between benign and malignant thyroid nodules. In this study, we used an algorithm to quantify enhancement heterogeneity of solid thyroid nodules on CEUS. The heterogeneity value (HV) is calculated as standard deviation/mean intensity × 100 (using Adobe Photoshop). The heterogeneity ratio (HR) is calculated as the ratio of the HV of the nodule to that of the surrounding parenchyma. Three phases-ascending, peak and descending phases-were studied. HV values at ascending (HVa) and peak (HVp) phases were significantly higher in malignant nodules than in benign nodules (95.57 ± 43.87 vs. 73.06 ± 44.04, p = 0.009, and 32.53 ± 10.73 vs. 26.44 ± 8.25, p = 0.002, respectively). HRa, HRp and HRd were significantly higher in malignant nodules than in benign nodules (1.93 ± 1.03 vs. 1.00 ± 0.47, p = 0.000, 1.43 ± 0.51 vs. 1.09 ± 0.28, p = 0.000, and 1.33 ± 0.40 vs. 1.08 ± 0.33, p = 0.001, respectively). HRa achieved optimal diagnostic performance on receiver operating characteristic curve analysis. The algorithm used for assessment of image heterogeneity on CEUS examination may be a useful adjunct to conventional ultrasound for differential diagnosis of solid thyroid nodules.
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Affiliation(s)
- Lifang Jin
- Department of Ultrasound, Shanghai General Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Changsong Xu
- Department of Ultrasound, Shanghai General Hospital, Shanghai Jiao Tong University, Shanghai, China; Department of Ultrasound, Huai'an First People's Hospital, Nanjing Medical University, Jiangsu, China
| | - Xueqian Xie
- Department of Radiology, Shanghai General Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Fan Li
- Department of Ultrasound, Shanghai General Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Xiuhong Lv
- Department of Pathology, Shanghai General Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Lianfang Du
- Department of Ultrasound, Shanghai General Hospital, Shanghai Jiao Tong University, Shanghai, China.
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75
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Machado P, Segal S, Lyshchik A, Forsberg F. A Novel Microvascular Flow Technique: Initial Results in Thyroids. Ultrasound Q 2016; 32:67-74. [PMID: 25900162 DOI: 10.1097/ruq.0000000000000156] [Citation(s) in RCA: 115] [Impact Index Per Article: 14.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
To evaluate the flow imaging capabilities of a new prototype ultrasound (US) image processing technique (superb micro-vascular imaging [SMI]; Toshiba Medical Systems, Tokyo, Japan) for depiction of microvascular flow in normal thyroid tissue and thyroid nodules compared with standard color and power Doppler US imaging.Ten healthy volunteers and 22 patients, with a total of 25 thyroid nodules, scheduled for US-guided fine needle aspiration were enrolled in this prospective study. Subjects underwent US examination consisting of grayscale, color and power Doppler imaging (CDI and PDI) followed by color and monochrome SMI and pulsed Doppler. SMI is a novel, microvascular flow imaging mode implemented on the Aplio 500 US system (Toshiba). SMI uses advanced clutter suppression to extract flow signals from large to small vessels and depicts this information at high frame rates as a color overlay image or as a monochrome map of flow. Two radiologists independently scored still images and digital clips for overall flow detection, vessel branching details and noise on a visual-analog scale of 1 (worst) to 10 (best).For the volunteers SMI visualized microvasculature with significantly lower velocity than CDI and PDI (P < 0.012). In all thyroid nodules, SMI demonstrated microvascular flow with significantly higher image scores and provided better depiction of the vessel branching details compared with CDI and PDI (P < 0.0001). Clutter noise was significantly higher in monochrome SMI mode than in the other modes, including color SMI (P < 0.001).The novel SMI mode consistently improved the depiction of thyroid microvascular flow compared with standard CDI and PDI.
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Affiliation(s)
- Priscilla Machado
- Department of Radiology, Thomas Jefferson University, Philadelphia, PA
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76
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Zhang Y, Luo YK, Zhang MB, Li J, Li J, Tang J. Diagnostic Accuracy of Contrast-Enhanced Ultrasound Enhancement Patterns for Thyroid Nodules. Med Sci Monit 2016; 22:4755-4764. [PMID: 27916971 PMCID: PMC5154710 DOI: 10.12659/msm.899834] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023] Open
Abstract
Background The aim of this study was to investigate the accuracy of contrast-enhanced ultrasound (CEUS) enhancement patterns in the assessment of thyroid nodules. Material/Methods A total of 158 patients with suspected thyroid cancer underwent conventional ultrasound (US) and CEUS examinations. The contrast enhancement patterns of the lesions, including the peripheries of the lesions, were assessed by CEUS scans. The relationship between the size of the lesions and the degree of enhancement was also studied. US- and/or CEUS-guided biopsy was used to obtain specimens for histopathological diagnosis. Results The final data included 148 patients with 157 lesions. Seventy-five patients had 82 malignant lesions and 73 patients had 75 benign lesions. Peripheral ring enhancement was seen in 40 lesions. The differences of enhancement patterns and peripheral rings between benign and malignant nodules were significant (p=0.000, 0.000). The diagnostic sensitivity, specificity, and accuracy for malignant were 88%, 65.33%, and 88.32%, respectively, for CEUS, whereas they were 98.33%, 42.67%, and 71.97%, respectively, for TC by conventional US. The misdiagnosis rate by conventional US was 57.33% and 34.67% by CEUS (p=0.005). With regard to the size of lesions, a significant difference was found between low-enhancement, iso-enhancement, high-enhancement, iso-enhancement with no-enhancement area and no-enhancement (p=0.000). Conclusions In patients with suspicious US characteristics, CEUS had high specificity and contributed to establishing the diagnosis. Therefore, CEUS could avoid unnecessary biopsy.
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Affiliation(s)
- Yan Zhang
- Department of Ultrasound, Chinese People's Liberation Army General Hospital, Beijing, China (mainland)
| | - Yu-Kun Luo
- Department of Ultrasound, Chinese People's Liberation Army General Hospital, Beijing, China (mainland)
| | - Ming-Bo Zhang
- Department of Ultrasound, Chinese People's Liberation Army General Hospital, Beijing, China (mainland)
| | - Jie Li
- Department of Pathology, Chinese People's Liberation Army General Hospital, Beijing, China (mainland)
| | - Junlai Li
- Department of Ultrasound, Chinese People's Liberation Army General Hospital, Beijing, China (mainland)
| | - Jie Tang
- Department of Ultrasound, Chinese People's Liberation Army General Hospital, Beijing, China (mainland)
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77
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Zhang YZ, Xu T, Gong HY, Li CY, Ye XH, Lin HJ, Shen MP, Duan Y, Yang T, Wu XH. Application of high-resolution ultrasound, real-time elastography, and contrast-enhanced ultrasound in differentiating solid thyroid nodules. Medicine (Baltimore) 2016; 95:e5329. [PMID: 27828854 PMCID: PMC5106060 DOI: 10.1097/md.0000000000005329] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/10/2023] Open
Abstract
High-resolution ultrasound (HRUS) is a sensitive tool for identifying thyroid nodules. Real-time elastography (RTE) and contrast-enhanced ultrasound (CEUS) are newly developed methods which could measure tissue elasticity and perfusion features. The aim of the present study was to evaluate and compare the diagnostic efficiency of HRUS, RTE, CEUS and their combined use in the differentiation of benign and malignant solid thyroid nodules.In total, 111 consecutive patients with 145 thyroid nodules who were scheduled for surgery were included in the study. All of them underwent HRUS, RTE, and CEUS examination. The independent ultrasound (US) predictors for malignancy were determined and quantified using logistic regression analysis, based on which a risk-scoring model was established for each method. The diagnostic efficiency of each method was assessed by receiver operating characteristic (ROC) curve analysis.HRUS showed the best diagnostic efficiency among the 3 US methods, with 74.6% sensitivity and 87.8% specificity. CEUS had higher sensitivity (85.7%), whereas RTE alone did not show much advantage. Combined use of RTE and HRUS increased the sensitivity (92.1%). The HRUS-RTE-CEUS combination could increase both the sensitivity and specificity (87.3%, 91.5%), with the best AUC (0.935) among all the methods.The overall diagnostic value of HRUS in predicting malignancy is the best among the 3 US methods. Combined use of RTE and CEUS and HRUS could improve the diagnostic efficiency for solid thyroid nodules.
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Affiliation(s)
- Yu-Zhi Zhang
- Department of Endocrinology
- Department of Ultrasound, Affiliated Hospital of Integration Chinese and Western Medicine, Nanjing University of Chinese Medicine, Nanjing, China
| | | | | | | | | | | | - Mei-Ping Shen
- Department of General Surgery, the First Affiliated Hospital with Nanjing Medical University
| | | | | | - Xiao-Hong Wu
- Department of Endocrinology
- Correspondence: Xiao-Hong Wu, Department of Endocrinology, the First Affiliated Hospital with Nanjing Medical University, Guangzhou Road, Nanjing, China (e-mail: )
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78
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Chen M, Zhang KQ, Xu YF, Zhang SM, Cao Y, Sun WQ. Shear wave elastography and contrast-enhanced ultrasonography in the diagnosis of thyroid malignant nodules. Mol Clin Oncol 2016; 5:724-730. [PMID: 28101352 PMCID: PMC5228169 DOI: 10.3892/mco.2016.1053] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2016] [Accepted: 09/15/2016] [Indexed: 12/14/2022] Open
Abstract
The aim of the present study was to evaluate the value of shear wave elastography (SWE) and contrast-enhanced ultrasonography (CEUS) in the diagnosis of thyroid malignant nodules. A total of 253 patients with 319 thyroid nodules were subjected to two-dimensional ultrasound (2DUS) and CEUS examinations prior to thyroidectomy between March, 2014 and December, 2015. Young's modulus value for each nodule on 2DUS and CEUS images were recorded. The sensitivity, specificity and accuracy of 2DUS, SWE and CEUS in the diagnosis of thyroid malignant nodules were assessed. The results demonstrated that, of the 319 nodules that were pathologically confirmed, 183 were malignant and 136 were benign. The area under the receiver operating characteristic curve as a result of SWE diagnosis was 0.77. When the threshold of the Young's modulus value was ≥27.65 kPa in the diagnosis of malignant thyroid nodules, SWE exhibited a sensitivity of 84.55% (115/136), a specificity of 84.15% (154/183) and an accuracy of 84.32% (269/319). US contrast imaging of malignant thyroid nodules revealed a major tendency for early hypoenhancement and hypoenhancement. CEUS exhibited a sensitivity of 87.5% (119/136), a specificity of 86.33% (158/183) and an accuracy of 86.83% (277/319) in the diagnosis of malignant thyroid nodules. Compared with 2DUS, SWE, CEUS and their combined use exhibited statistically significant differences in the diagnosis of thyroid malignant nodules in terms of sensitivity, specificity and accuracy (χ2=9.220,15.310 and 40.296, respectively; P=0.000); SWE or CEUS did not differ significantly in the diagnosis of thyroid malignant nodules in terms of sensitivity, specificity or accuracy (χ2=0.737;P=0.542); Compared with the use of SWE or CEUS alone, their combination exhibited statistically significant differences in the diagnosis of malignant thyroid nodules in terms of sensitivity, specificity and accuracy (χ2=12.264 and 6.939, respectively; P=0.000,0.005). In conclusion, the high accuracy of the combined use of SWE and CEUS in the diagnosis of malignant thyroid nodules is of great clinical value.
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Affiliation(s)
- Mei Chen
- Department of Ultrasonography, Ningbo First Hospital, School of Medicine, Zhejiang University, Ningbo, Zhejiang 315000, P.R. China
| | - Ke-Qin Zhang
- Department of Endocrinology, The Affiliated Hospital of Tongji University, Shanghai 200065, P.R. China
| | - You-Feng Xu
- Department of Ultrasonography, Ningbo First Hospital, School of Medicine, Zhejiang University, Ningbo, Zhejiang 315000, P.R. China
| | - Sheng-Min Zhang
- Department of Ultrasonography, Ningbo First Hospital, School of Medicine, Zhejiang University, Ningbo, Zhejiang 315000, P.R. China
| | - Yong Cao
- Department of Ultrasonography, Ningbo First Hospital, School of Medicine, Zhejiang University, Ningbo, Zhejiang 315000, P.R. China
| | - Wei-Qun Sun
- Department of Ultrasonography, Ningbo First Hospital, School of Medicine, Zhejiang University, Ningbo, Zhejiang 315000, P.R. China
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79
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Wu Q, Li Y, Wang Y. Diagnostic value of “absent” pattern in contrast-enhanced ultrasound for the differentiation of thyroid nodules. Clin Hemorheol Microcirc 2016; 63:325-334. [DOI: 10.3233/ch-152020] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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80
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Liu Y, Wu H, Zhou Q, Gou J, Xu J, Liu Y, Chen Q. Diagnostic Value of Conventional Ultrasonography Combined with Contrast-Enhanced Ultrasonography in Thyroid Imaging Reporting and Data System (TI-RADS) 3 and 4 Thyroid Micronodules. Med Sci Monit 2016; 22:3086-94. [PMID: 27580248 PMCID: PMC5015597 DOI: 10.12659/msm.897011] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023] Open
Abstract
BACKGROUND The present study was conducted to investigate the diagnostic performance of conventional ultrasonography (US) combined with contrast-enhanced ultrasonography (CEUS) in thyroid micronodules with thyroid imaging reporting and data system (TI-RADS) category 3 and 4. MATERIAL AND METHODS The features of conventional US and CEUS ion 102 case of thyroid micronodule samples, which were diagnosed based on pathological and clinical examination, were retrospectively analyzed. Logistic regression analysis was used to analyze the diagnostic accuracy in malignant thyroid micronodules. Receiver operator characteristic (ROC) curve was used to assess the performance of those 2 technologies. RESULTS A significant difference in age was found between the benign and malignant groups. The benign and malignant groups showed significant differences in shape, margin, aspect ratio (A/T) ≥1, microcalcification, suspicious lymph gland, enhancement time, enhancement pattern, enhancement intensity, nodule sizes, enhancement margins, and rim-like enhancement. Logistic regression analysis of conventional US showed that A/T ≥1, irregular shape, microcalcification, and suspicious lymph glands are risk factors for thyroid micronodules, while logistic regression analysis of CEUS showed that slow enhancement time and absence of rim-like enhancement are risk factors for thyroid micronodules. Logistic regression analysis of conventional US combined with CEUS demonstrated that A/T ≥1, microcalcification, suspicious lymph gland, slow enhancement time, and absence with rim-like enhancement are risk factors. The ROC curve for conventional US, CEUS, and conventional US combined with CEUS were 90.0%, 90.7%, 99.0%, respectively. CONCLUSIONS Our results show that conventional US combined with CEUS had superior diagnostic performance for TI-RADS 3 and 4 thyroid micronodules compared with conventional US and CEUS alone.
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Affiliation(s)
- Yingxian Liu
- Department of Ultrasound Diagnosis, China Meitan General Hospital, Beijing, China (mainland)
| | - Hao Wu
- Department of Ultrasound Diagnosis, Sichuan Provincial People's Hospital, Chengdu, Sichuan, China (mainland)
| | - Qing Zhou
- Department of Ultrasound Diagnosis, Sichuan Provincial People's Hospital, Chengdu, Sichuan, China (mainland)
| | - Jiamei Gou
- Department of Ultrasound Diagnosis, The Sixth People's Hospital of Chengdu, Chengdu, Sichuan, China (mainland)
| | - Jinmei Xu
- Department of Ultrasound Diagnosis, China Meitan General Hospital, Beijing, China (mainland)
| | - Yan Liu
- Department of Ultrasound Diagnosis, China Meitan General Hospital, Beijing, China (mainland)
| | - Qin Chen
- Department of Ultrasound Diagnosis, Sichuan Provincial People's Hospital, Chengdu, Sichuan, China (mainland)
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81
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Wu Q, Wang Y, Li Y, Hu B, He ZY. Diagnostic value of contrast-enhanced ultrasound in solid thyroid nodules with and without enhancement. Endocrine 2016; 53:480-8. [PMID: 26732040 DOI: 10.1007/s12020-015-0850-0] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/06/2015] [Accepted: 12/17/2015] [Indexed: 01/20/2023]
Abstract
We aimed to investigate different enhancement patterns of solid thyroid nodules on contrast-enhanced ultrasound (CEUS) and then to evaluate the corresponding diagnostic performance in the differentiation of benign and malignant nodules with and without enhancement. 229 solid thyroid nodules in 196 patients who had undergone both conventional ultrasound and CEUS examinations were classified into enhancement and non-enhancement groups. Besides, different enhancement patterns in the enhancement group were characterised with five indicators including arrival time, mode of entrance, echo intensity, homogeneity, and washout time. Then aforementioned indicators were compared between benign and malignant nodules of different sizes (<10 mm and >10 mm), and diagnostic performance of significant enhancement indicators was calculated. As for the enhancement group, there were statistically significant differences of <10 mm subgroup among three CEUS indicators including arrival time, mode of entrance, and washout time between malignant and benign thyroid nodules (p < 0.05), while all CEUS indicators showed statistically significant differences in the total group and ≥10 mm subgroup (p < 0.05). All the five CEUS indicators displayed better diagnostic performance with specificity (92.86, 92.14, 95.71, 90.71, and 90.71 %, respectively) and diagnostic accuracy (80.79, 79.48, 74.67, 75.11, and 81.66 %, respectively), while the sensitivity and negative predictive value of non-enhancement were 95.51 and 95.83 %, respectively, with an accuracy of 77.29 %. CEUS is a very promising diagnostic technique that could improve the diagnostic accuracy of identifying benign thyroid lesions to spare a large number of patients an unnecessary invasive procedure.
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Affiliation(s)
- Qiong Wu
- Department of Ultrasound in Medicine, Shanghai Institute of Ultrasound in Medicine, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, 600 Yishan Road, Shanghai, 200233, China
| | - Yan Wang
- Department of Ultrasound in Medicine, Shanghai Institute of Ultrasound in Medicine, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, 600 Yishan Road, Shanghai, 200233, China.
| | - Yi Li
- Department of Ultrasound in Medicine, Shanghai Institute of Ultrasound in Medicine, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, 600 Yishan Road, Shanghai, 200233, China
| | - Bing Hu
- Department of Ultrasound in Medicine, Shanghai Institute of Ultrasound in Medicine, Shanghai Jiao Tong University Affiliated Sixth People's Hospital, 600 Yishan Road, Shanghai, 200233, China
| | - Zhi-Yan He
- Department of Radiology, Shanghai Jiao Tong University Affiliated First People's Hospital, Shanghai, China
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82
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Sui X, Liu HJ, Jia HL, Fang QM. Contrast-enhanced ultrasound and real-time elastography in the differential diagnosis of malignant and benign thyroid nodules. Exp Ther Med 2016; 12:783-791. [PMID: 27446276 DOI: 10.3892/etm.2016.3344] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2015] [Accepted: 01/26/2016] [Indexed: 12/17/2022] Open
Abstract
The diagnostic value of contrast-enhanced ultrasound (CEUS) or real-time elastography (RTE) alone, as well as a combination of CEUS and RTE, in distinguishing benign from malignant thyroid nodules was investigated. Between August 2012 and June 2014, a total of 97 consecutive patients (50 male and 47 female patients; mean age, 48.6±12.4; age range, 27-70 years) with thyroid nodules referred for surgical treatment were examined by CEUS and RTE. The final diagnosis was obtained based on histological findings. Image analysis of the CEUS and RTE scans was performed. Considering the postoperative pathological results as the golden standard, a receiver operating characteristic (ROC) curve was constructed. Subsequently, the sensitivity, specificity, positive predictive value (PPV), negative predictive value (NPV) and accuracy of CEUS alone, RTE alone and CEUS + RTE combination were calculated. Pathological examination showed 66 papillary carcinomas and 43 benign lesions, including 21 adenomas and 22 nodular goiters. The sensitivity, specificity, PPV, NPV and accuracy of CEUS were 81.82, 90.70, 93.10, 90.70 and 85.32%, respectively. In the case of RTE, the sensitivity, specificity, PPV, NPV and accuracy were 80.30, 88.37, 91.38, 88.37 and 83.49%, respectively. Furthermore, the combination of CEUS + RTE had a sensitivity of 95.45%, specificity of 95.35%, PPV of 96.92%, NPV of 95.35% and accuracy of 95.41%. Therefore, the CEUS + RTE combination showed a significantly higher sensitivity and specificity compared with CEUS or RTE alone (all P<0.05). Based on ROC analysis, the area under the curve (AUC) for CEUS, RTE and CEUS + RTE combination was 0.883, 0.863 and 0.959, respectively. The AUC of RTE alone was significantly lower compared with that of the CEUS + RTE combination. In conclusion, our results demonstrate that CEUS + RTE combination significantly increases the diagnostic performance for differential diagnosis of malignant and benign thyroid nodules compared with CEUS or RTE alone.
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Affiliation(s)
- Xin Sui
- Department of Ultrasound, The Third Hospital of Hebei Medical University, Shijiazhuang, Hebei 050051, P.R. China
| | - Huai-Jun Liu
- Department of Radiology, The Second Hospital of Hebei Medical University, Shijiazhuang, Hebei 050050, P.R. China
| | - Hong-Li Jia
- Department of Radiology, The First Hospital of Hebei Medical University, Shijiazhuang, Hebei 050051, P.R. China
| | - Qin-Mao Fang
- Department of Ultrasound, The Third Hospital of Hebei Medical University, Shijiazhuang, Hebei 050051, P.R. China
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83
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Zhao RN, Zhang B, Yang X, Jiang YX, Lai XJ, Zhang XY. Logistic Regression Analysis of Contrast-Enhanced Ultrasound and Conventional Ultrasound Characteristics of Sub-centimeter Thyroid Nodules. ULTRASOUND IN MEDICINE & BIOLOGY 2015; 41:3102-3108. [PMID: 26423183 DOI: 10.1016/j.ultrasmedbio.2015.04.026] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/16/2014] [Revised: 04/25/2015] [Accepted: 04/28/2015] [Indexed: 06/05/2023]
Abstract
The purpose of the study described here was to determine specific characteristics of thyroid microcarcinoma (TMC) and explore the value of contrast-enhanced ultrasound (CEUS) combined with conventional ultrasound (US) in the diagnosis of TMC. Characteristics of 63 patients with TMC and 39 with benign sub-centimeter thyroid nodules were retrospectively analyzed. Multivariate logistic regression analysis was performed to determine independent risk factors. Four variables were included in the logistic regression models: age, shape, blood flow distribution and enhancement pattern. The area under the receiver operating characteristic curve was 0.919. With 0.113 selected as the cutoff value, sensitivity, specificity, positive predictive value, negative predictive value and accuracy were 90.5%, 82.1%, 89.1%, 84.2% and 87.3%, respectively. Independent risk factors for TMC determined with the combination of CEUS and conventional US were age, shape, blood flow distribution and enhancement pattern. Age was negatively correlated with malignancy, whereas shape, blood flow distribution and enhancement pattern were positively correlated. The logistic regression model involving CEUS and conventional US was found to be effective in the diagnosis of sub-centimeter thyroid nodules.
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Affiliation(s)
- Rui-Na Zhao
- Department of Ultrasound, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Bo Zhang
- Department of Ultrasound, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Xiao Yang
- Department of Ultrasound, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Yu-Xin Jiang
- Department of Ultrasound, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
| | - Xing-Jian Lai
- Department of Ultrasound, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Xiao-Yan Zhang
- Department of Ultrasound, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
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84
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Schleder S, Janke M, Agha A, Schacherer D, Hornung M, Schlitt H, Stroszczynski C, Schreyer A, Jung E. Preoperative differentiation of thyroid adenomas and thyroid carcinomas using high resolution contrast-enhanced ultrasound (CEUS). Clin Hemorheol Microcirc 2015; 61:13-22. [DOI: 10.3233/ch-141848] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Affiliation(s)
- S. Schleder
- Department of Radiology, University Hospital Regensburg, Germany
| | - M. Janke
- Department of Radiology, University Hospital Regensburg, Germany
| | - A. Agha
- Department of Surgery, University Hospital Regensburg, Germany
| | - D. Schacherer
- Department of Internal Medicine I, University Hospital Regensburg, Germany
| | - M. Hornung
- Department of Surgery, University Hospital Regensburg, Germany
| | - H.J. Schlitt
- Department of Surgery, University Hospital Regensburg, Germany
| | - C. Stroszczynski
- Department of Radiology, University Hospital Regensburg, Germany
| | - A.G. Schreyer
- Department of Radiology, University Hospital Regensburg, Germany
| | - E.M. Jung
- Department of Radiology, University Hospital Regensburg, Germany
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Ma X, Zhang B, Ling W, Liu R, Jia H, Zhu F, Wang M, Liu H, Huang J, Liu L. Contrast-enhanced sonography for the identification of benign and malignant thyroid nodules: Systematic review and meta-analysis. JOURNAL OF CLINICAL ULTRASOUND 2015; 44:199-209. [PMID: 26402325 DOI: 10.1002/jcu.22311] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/26/2015] [Revised: 08/05/2015] [Accepted: 08/19/2015] [Indexed: 02/06/2023]
Abstract
PURPOSE The use of contrast-enhanced sonography (CEUS) has yielded promising results in the differentiation of thyroid nodules. We conducted this meta-analysis to assess its performance in identifying and distinguishing between benign and malignant thyroid nodules. METHODS PubMed, Medline, Embase, and the Cochrane Library were searched for studies published through the end of December 2013. Sensitivity, specificity, positive and negative likelihood ratios, diagnostic odds ratio, and area under the curve were calculated. RESULTS A total of 13 studies were included in this meta-analysis. For the diagnosis of malignant thyroid nodules worldwide, the overall mean rates of sensitivity and specificity of CEUS were 90% (95% confidence interval [CI], 88-93%) and 86% (95% CI, 83-89%), respectively. The summary diagnostic odds ratio was 52.83 (95% CI, 21.71-128.55), and the area under the curve for the summary receiver operating characteristic curve was 0.94 (95% CI, 0.90-0.98). CONCLUSIONS This meta-analysis indicates that CEUS may be a valuable supplemental method, with high rates of sensitivity and specificity, to use for identifying and distinguishing between benign and malignant thyroid nodules.
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Affiliation(s)
- Xuelei Ma
- Department of Medical Oncology, Cancer Center, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, 610041, People's Republic of China
| | - Binglan Zhang
- Department of Medical Oncology, Cancer Center, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, 610041, People's Republic of China
| | - Wenwu Ling
- Department of Sonography, West China Hospital, Sichuan University, Chengdu, 610041, People's Republic of China
| | - Rongjun Liu
- Sichuan University, Chengdu, 610041, People's Republic of China
| | - Hongyuan Jia
- Department of Medical Oncology, Cancer Center, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, 610041, People's Republic of China
| | - Fuping Zhu
- Department of Hepatobiliary Surgery, Ninth People's Hospital of Chongqing, Chongqing, 400700, People's Republic of China
| | - Mengyao Wang
- Sichuan University, Chengdu, 610041, People's Republic of China
| | - Haoqiu Liu
- Sichuan University, Chengdu, 610041, People's Republic of China
| | - Jingwen Huang
- Sichuan University, Chengdu, 610041, People's Republic of China
| | - Lei Liu
- Department of Medical Oncology, Cancer Center, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, 610041, People's Republic of China
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Li F, Zhang J, Wang Y, Liu L. Clinical value of elasticity imaging and contrast-enhanced ultrasound in the diagnosis of papillary thyroid microcarcinoma. Oncol Lett 2015; 10:1371-1377. [PMID: 26622676 DOI: 10.3892/ol.2015.3387] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2014] [Accepted: 04/20/2015] [Indexed: 01/07/2023] Open
Abstract
The present study aimed to evaluate the value of elasticity imaging and contrast-enhanced ultrasonography (CEUS) in the differential diagnosis of papillary thyroid microcarcinoma (TMC). In total, 73 patients exhibiting a total of 80 small thyroid nodules, which were difficult to diagnose using conventional ultrasonography, underwent elasticity imaging and CEUS. The diagnostic findings were subsequently clarified by intraoperative and pathological examination, and the accuracy of the 2 diagnostic methods was compared. The correct diagnostic rate of CEUS was 85% (68/80 nodules), of which 6 cases of TMC were misdiagnosed as benign lesions and 6 benign nodules were misdiagnosed as TMC. By contrast, the accuracy rate of the elasticity imaging, based on the 5-point diagnostic method, was 92.5% (74/80 nodules), of which 3 cases of TMC were misdiagnosed as benign nodules and 3 benign nodules were misdiagnosed as TMC. Furthermore, elasticity imaging in the diagnosis of TMC was determined to have sensitivity, specificity and accuracy rates of 94.0, 90.0 and 92.5%, respectively, whereas the corresponding rates for CEUS were 88.0, 80.0 and 85.0%, respectively. Thus, ultrasonographic elasticity imaging exhibited significant advantages in the diagnosis of TMC compared with CEUS (P<0.05). The use of CEUS demonstrates no evident advantage in the diagnosis of TMC; however, an elasticity score of ≥3 is of high clinical value as a diagnostic criterion for TMC.
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Affiliation(s)
- Fengsheng Li
- Department of Ultrasound, Shaanxi Provincial Cancer Hospital Affiliated to Medical School, Xi'an Jiaotong University, Xi'an, Shaanxi 710061, P.R. China
| | - Jianlei Zhang
- Department of Ultrasonography, Yan'an People's Hospital, Yan'an, Shaanxi 716000, P.R. China
| | - Yunmei Wang
- Department of Ultrasound, Shaanxi Provincial Cancer Hospital Affiliated to Medical School, Xi'an Jiaotong University, Xi'an, Shaanxi 710061, P.R. China
| | - Liwen Liu
- Department of Ultrasonography, Xijing Hospital, Fourth Military Medical University, Xi'an, Shaanxi 710054, P.R. China
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Wei X, Li Y, Zhang S, Gao M. Meta-analysis of thyroid imaging reporting and data system in the ultrasonographic diagnosis of 10,437 thyroid nodules. Head Neck 2015; 38:309-15. [PMID: 25244250 DOI: 10.1002/hed.23878] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/18/2014] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND The meta-analysis was performed to review the diagnostic accuracy of ultrasound reporting and data system in the diagnosis of thyroid nodules. METHODS We identified the diagnostic accuracy of ultrasound reporting and data system in 5 databases. Meta-analyses were used in selected studies to obtain pooled sensitivity, specificity, and summary receiver operating characteristic (ROC) curves. Fixed or random-effects models were performed to analyze our data. RESULTS Twelve eligible studies were identified, including 10,437 thyroid nodules. A pooled sensitivity of 0.79 (95% confidence interval [CI] = 0.77-0.81) and a pooled specificity of 0.71 (95% CI = 0.70-0.72) of ultrasound reporting system in differentiated diagnosis of thyroid nodules were shown in meta-analyses. Subgroup analyses showed that the most important factor of heterogeneity in studies was the final diagnostic references (histological and cytological standards or only histological results). CONCLUSION The thyroid imaging reporting and data system has a good sensitivity and specificity in diagnosis of patients with thyroid nodules.
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Affiliation(s)
- Xi Wei
- Department of Diagnostic and Therapeutic Ultrasonography, Tianjin Medical University Cancer Institute and Hospital, Key Laboratory of Cancer Prevention and Therapy, Tianjin, China
| | - Ying Li
- The Third Department of Breast Cancer, Tianjin Medical University Cancer Institute and Hospital, Key Laboratory of Cancer Prevention and Therapy, Tianjin, China
| | - Sheng Zhang
- Department of Diagnostic and Therapeutic Ultrasonography, Tianjin Medical University Cancer Institute and Hospital, Key Laboratory of Cancer Prevention and Therapy, Tianjin, China
| | - Ming Gao
- Department of Thyroid and Cervical Tumor, Tianjin Medical University Cancer Institute and Hospital, Key Laboratory of Cancer Prevention and Therapy, Tianjin, China
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Hurtado-López LM, Fernández-Ramírez F, Martínez-Peñafiel E, Ruiz JDC, González NEH. Molecular Analysis by Gene Expression of Mitochondrial ATPase Subunits in Papillary Thyroid Cancer: Is ATP5E Transcript a Possible Early Tumor Marker? Med Sci Monit 2015; 21:1745-51. [PMID: 26079849 PMCID: PMC4482184 DOI: 10.12659/msm.893597] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2015] [Accepted: 03/02/2015] [Indexed: 01/21/2023] Open
Abstract
BACKGROUND Cancer development involves an "injury" to the respiratory machinery (Warburg effect) due to decreased or impaired mitochondrial function. This circumstance results in a down regulation of some of the ATPase subunits of the malignant tissue. The objective of this work was to assess and compare the relative expression of mRNA of mitochondrial ATPase subunits between samples of thyroid cancer and benign nodules. MATERIAL AND METHODS Samples from 31 patients who had an operation for PTC at the General Hospital of Mexico were snap-frozen and stored at -70°C. Thirty-five patients who had an operation for benign tumors were also included in the study. mRNA expression levels of alpha, beta, gamma, and epsilon subunits of F1 and "c12" of subunit Fo were determined by real-time RT-PCR (by duplicate), in order to determine if abnormal expression of these genes could partially explain the Warburg effect in papillary thyroid cancer (PTC). RESULTS ATP5E transcript alteration (down-expression) was highly associated to PTC diagnosis OR=11.76 (95% confidence interval, 1.245-237.98; p=0.04). CONCLUSIONS Relative down-expression of ATP5E transcript was highly associated with PTC diagnosis. This transcript alteration may be used as a tumoral marker in papillary thyroid cancer.
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Affiliation(s)
- Luis Mauricio Hurtado-López
- Thyroid Clinic, Hospital General de Mexico, Instituto Politecnico Nacional, Mexico, Mexico
- Molecular Oncology, Escuela Superior de Medicina, Instituto Politecnico Nacional, Mexico, Mexico
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Yuan Z, Quan J, Yunxiao Z, Jian C, Zhu HE. Association between real-time contrast-enhanced ultrasound characteristics and thyroid carcinoma size. Mol Clin Oncol 2015; 3:743-746. [PMID: 26171173 DOI: 10.3892/mco.2015.570] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2014] [Accepted: 03/24/2015] [Indexed: 01/17/2023] Open
Abstract
The aim of the present study was to discuss the various appearances of thyroid carcinomas on real-time contrast-enhanced ultrasound (CEUS) in association with tumor size. The appearances of 68 thyroid carcinomas confirmed by pathology were retrospectively analyzed. The lesions were divided into 3 groups by maximum diameter <10, 10-20 and >20 mm, respectively. For each lesion, absolute enhancement beginning time, relative enhancement beginning time, homogeneity, with or without perfusion defect, enhancement order, enhancement intensity and enhancement margin type were evaluated by CEUS. The majority of thyroid carcinomas were enhanced later than the surrounding thyroid gland. The predominant enhancement pattern of all the 68 thyroid carcinomas in the 3 groups was mainly heterogeneous and concentric enhancement, and the lesions mostly showed less clear or poorly defined enhancement margins. There was no significant difference among the 3 groups (P>0.05). Thyroid carcinoma with diameters <10 and 10-20 mm exhibited low enhancement, while thyroid carcinomas with diameters >20 mm showed high enhancement. With the increase of the lesion's maximum diameter, the probability of perfusion defect increased by 28.57, 54.29 and 75.00%, respectively, and there was a significant difference among the 3 groups (P<0.05). CEUS characteristics are associated with tumor size to a certain extent, and can provide valuable information for clinical diagnosis.
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Affiliation(s)
- Zhang Yuan
- Department of Ultrasound, Shanghai Pudong New Area People's Hospital, Pudong New Area, Shanghai 200001, P.R. China
| | - Jiang Quan
- Department of Ultrasound, Shanghai Pudong New Area People's Hospital, Pudong New Area, Shanghai 200001, P.R. China
| | - Zhang Yunxiao
- Department of Ultrasound, Shanghai Pudong New Area People's Hospital, Pudong New Area, Shanghai 200001, P.R. China
| | - Chen Jian
- Department of Ultrasound, Shanghai Pudong New Area People's Hospital, Pudong New Area, Shanghai 200001, P.R. China
| | - H E Zhu
- Department of Ultrasound, Shanghai Pudong New Area People's Hospital, Pudong New Area, Shanghai 200001, P.R. China
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Thyroid nodule ultrasound: technical advances and future horizons. Insights Imaging 2015; 6:173-88. [PMID: 25736837 PMCID: PMC4376820 DOI: 10.1007/s13244-015-0398-9] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2014] [Revised: 01/28/2015] [Accepted: 02/04/2015] [Indexed: 01/19/2023] Open
Abstract
UNLABELLED Thyroid nodules are extremely common and the vast majority are non-malignant; therefore the accurate discrimination of a benign lesion from malignancy is challenging. Ultrasound (US) characterisation has become the key component of many thyroid nodule guidelines and is primarily based on the detection of key features by high-resolution US. The thyroid imager should be familiar with the strengths and limitations of this modality and understand the technical factors that create and alter the imaging characteristics. Specific advances in high-resolution US are discussed with reference to individual features of thyroid cancer and benign disease. Potential roles for three-dimensional thyroid ultrasound and computer-aided diagnosis are also considered. The second section provides an overview of current evidence regarding thyroid ultrasound elastography (USE). USE is a novel imaging technique that quantifies tissue elasticity (stiffness) non-invasively and has potential utility because cancers cause tissue stiffening. In recent years, there has been much research into the value of thyroid USE for distinguishing benign and malignant nodules. Preliminary findings from multiple pilot studies and meta-analyses are promising and suggest that USE can augment the anatomical detail provided by high-resolution US. However, a definite role remains controversial and is discussed. TEACHING POINTS • High-resolution US characterises thyroid nodules by demonstration of specific anatomical features • Technical advances heavily influence the key US features of thyroid nodules • Most papillary carcinomas appear stiffer than benign thyroid nodules on US elastography (USE) • Thyroid USE is controversial because of variation in the reported accuracies for malignancy • Combined grey-scale US/USE may lower the FNAC rate in benign nodules.
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91
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Jiang J, Shang X, Wang H, Xu YB, Gao Y, Zhou Q. Diagnostic value of contrast-enhanced ultrasound in thyroid nodules with calcification. Kaohsiung J Med Sci 2015; 31:138-44. [PMID: 25744236 DOI: 10.1016/j.kjms.2014.12.001] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2014] [Revised: 09/24/2014] [Accepted: 07/04/2014] [Indexed: 10/24/2022] Open
Abstract
The aim of this study was to investigate the diagnostic values of conventional ultrasound and contrast-enhanced ultrasound (CEUS) in benign and malignant thyroid nodules with calcification. Conventional ultrasound and CEUS were performed in 122 patients with thyroid nodules with calcification. The thyroid nodules were characterized as benign or malignant by pathological diagnosis. The sensitivity, specificity, positive predictive value, negative predictive value, and diagnostic accordance rate of the two imaging methods were determined. The area under the receiver operating characteristics curve (AUC) was used to assess the diagnostic values of the two imaging methods. In 122 cases of thyroid nodules with calcification, 73 benign nodules and 49 malignant nodules were verified by pathological diagnosis. The sensitivity, specificity, positive predictive value, negative predictive value, and diagnostic accordance rate of conventional ultrasound were 50%, 77%, 59%, 69%, and 66%, respectively, and those of CEUS were 90%, 92%, 88%, 93%, and 91%, respectively. There were significant differences between the two imaging methods. AUCs of conventional ultrasound and CEUS were 0.628 ± 0.052 and 0.908 ± 0.031, suggesting low and high diagnostic values, respectively. CEUS has high diagnostic values, being significantly greater than those of conventional ultrasound, in differential diagnosis of benign and malignant thyroid nodules with calcification.
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Affiliation(s)
- Jue Jiang
- Department of Medical Ultrasound, The 2nd Affiliated Hospital, Xi'an JiaoTong University School of Medicine, Xi'an, Shanxi Province, China
| | - Xu Shang
- Department of Medical Ultrasound, The 2nd Affiliated Hospital, Xi'an JiaoTong University School of Medicine, Xi'an, Shanxi Province, China
| | - Hua Wang
- Department of Medical Ultrasound, The 2nd Affiliated Hospital, Xi'an JiaoTong University School of Medicine, Xi'an, Shanxi Province, China
| | - Yong-Bo Xu
- Department of Medical Ultrasound, The 2nd Affiliated Hospital, Xi'an JiaoTong University School of Medicine, Xi'an, Shanxi Province, China
| | - Ya Gao
- Department of Medical Ultrasound, The 2nd Affiliated Hospital, Xi'an JiaoTong University School of Medicine, Xi'an, Shanxi Province, China.
| | - Qi Zhou
- Department of Medical Ultrasound, The 2nd Affiliated Hospital, Xi'an JiaoTong University School of Medicine, Xi'an, Shanxi Province, China.
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92
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Hong YR, Yan CX, Mo GQ, Luo ZY, Zhang Y, Wang Y, Huang PT. Conventional US, elastography, and contrast enhanced US features of papillary thyroid microcarcinoma predict central compartment lymph node metastases. Sci Rep 2015; 5:7748. [PMID: 25582862 PMCID: PMC4291568 DOI: 10.1038/srep07748] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2014] [Accepted: 12/08/2014] [Indexed: 12/13/2022] Open
Abstract
Lymph node metastases at the time of diagnosis have a major impact on both therapeutic strategy and tumor recurrence for patients with papillary thyroid microcarcinoma (PTMC). Our objective was to evaluate the usefulness of PTMC characteristics on ultrasonography for predicting central compartment lymph node metastases (CCLNM) of PTMC. One hundred twenty seven patients who underwent surgery for PTMC were enrolled in this study. The relationship between the CCLNM and the characteristics on conventional US, elastographic, and contrast enhanced ultrasound (CEUS) were investigated. Univariate analysis indicated that PTMCs with CCLNM were more often nodule irregular shape, microcalcifications, hyperenhancing or isoenhancing parametric maps, and peak index ≥1 at preoperative US and CEUS than those without CCLNM (P< 0.01, 0.05, 0.01 and 0.05 respectively). Multivariate analysis showed that microcalcification (OR:2.378, 95% CI: 1.096–5.158) and hyperenhancement or isoenhancement (OR:2.8, 95% CI: 1.287–6.094) were predictive for the presence of CCLNM. Elastography score was not significantly different between the groups. Our study indicated that preoperative thyroid nodule characteristics on conventional US and CEUS may serve as a useful tool to predict central compartment lymph node metastases in PTMC.
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Affiliation(s)
- Yu-Rong Hong
- Department of Ultrasound, Second Affiliated Hospital Zhejiang University College of Medicine
| | - Cao-Xin Yan
- Department of Ultrasound, Second Affiliated Hospital Zhejiang University College of Medicine
| | - Guo-Qaing Mo
- Department of Ultrasound, Second Affiliated Hospital Zhejiang University College of Medicine
| | - Zhi-Yan Luo
- Department of Ultrasound, Second Affiliated Hospital Zhejiang University College of Medicine
| | - Ying Zhang
- Department of Ultrasound, Second Affiliated Hospital Zhejiang University College of Medicine
| | - Yong Wang
- Department of Surgery, Second Affiliated Hospital Zhejiang University College of Medicine
| | - Pin-Tong Huang
- Department of Ultrasound, Second Affiliated Hospital Zhejiang University College of Medicine
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Abstract
Imaging plays an important role in early detection and staging of medullary thyroid carcinoma (MTC) as well as in follow-up to localize early recurrence. MTC is a rare, calcitonin-secreting thyroid malignancy often diagnosed by ultrasound and calcitonin screening as part of the routine workup for any thyroid nodule. If calcitonin is elevated, imaging studies are needed for preoperative staging, which dictates surgical management. This can be done by ultrasound of the neck and abdomen. Computed tomography (CT) or magnetic resonance imaging (MRI) studies for more distant disease are done preoperatively if calcitonin levels are higher than 500 pg/ml. Neither FDG-PET/CT nor F-DOPA-PET/CT are used routinely for preoperative staging but may contribute in doubtful individual cases. Postoperative elevated calcitonin is related to persistence or recurrence of MTC. Imaging studies to localize tumor tissue during postoperative follow-up include ultrasound, CT, MRI as well as PET studies. They should be used wisely, however, since treatment consequences are often limited, and even patients with persistent disease may survive long enough to accumulate significant radiation doses. Imaging studies are also useful for diagnosis of associated components of the hereditary MTC such as pheochromocytoma and primary hyperparathyroidism (pHPT).
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94
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Giusti M, Campomenosi C, Gay S, Massa B, Silvestri E, Monti E, Turtulici G. The use of semi-quantitative ultrasound elastosonography in combination with conventional ultrasonography and contrast-enhanced ultrasonography in the assessment of malignancy risk of thyroid nodules with indeterminate cytology. Thyroid Res 2014; 7:9. [PMID: 25506397 PMCID: PMC4264546 DOI: 10.1186/s13044-014-0009-8] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/02/2014] [Accepted: 11/19/2014] [Indexed: 11/17/2022] Open
Abstract
Background The pre-surgical selection of thyroid nodules with indeterminate cytology (Thy 3 according to British Thyroid Association) after fine-needle aspiration biopsy (FNAB) is currently required in order to reduce unnecessary total thyroidectomy. The objective of our study was to use a surgical series of Thy 3 nodules to evaluate the predictive role of ultrasound elastosonography (USE) and contrast-enhanced ultrasonography (CEUS) in pre-surgical diagnoses of malignancy. Subjects and methods We enrolled 63 patients with Thy 3 nodules in which cytological–histological correlation was available. The ELX 2/1 strain index was obtained by means of semi-quantitative USE, which was performed before surgery in addition to conventional ultrasonography (US) and contrast-enhanced US (CEUS) on the Thy 3 nodules. The ELX 2/1 strain index, a five-item US score and both peak (P) index and time to peak (TTP) index from CEUS were correlated with the histological results. After surgical diagnosis, the data were analysed by using a receiver-operating characteristic (ROC) curve. Results Histology was benign in 50 and malignant in 13 Thy 3 nodules. No difference in maximal diameter was noted between benign (22.8 ± 1.6 mm) and malignant (18.9 ± 2.9 mm) nodules. Significant correlations were found between histology and cumulative US findings (p=0.005), ELX 2/1 index (p=0.002), P index (p=0.01) and TTP index (p=0.02). On analysing data from US, USE and CEUS, significant ROC areas under the curve were observed (p<0.0001). A cut-off value was set for US (>2), ELX 2/1 (>0.95), P index (<0.99) and TTP index (>0.98) scores. The diagnostic power of the cumulative pre-surgical analysis of Thy 3 nodules with US, USE and CEUS, considering the experimental cut-off points obtained from the ROC curves was: sensitivity 64%, specificity 92%, PPV 75% and accuracy 84%. Conclusion The ELX 2/1 index in conjunction with the US score can be useful in orienting surgical strategies in Thy 3 nodules. The information added by CEUS is less sensitive than that provided by US and USE. The use of a cut-off based on histology can reduce thyroidectomy. Observation should be the first choice when not all instrumental results are suspect.
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Affiliation(s)
- Massimo Giusti
- Endocrine Unit, IRCCS Azienda Ospedaliera Universitaria San Martino - IST Istituto Nazionale per la Ricerca sul Cancro, Genoa, Italy ; UO Clinica Endocrinologica, Viale Benedetto XV, 6, I-16100 Genoa, Italy
| | - Claudia Campomenosi
- Endocrine Unit, IRCCS Azienda Ospedaliera Universitaria San Martino - IST Istituto Nazionale per la Ricerca sul Cancro, Genoa, Italy
| | - Stefano Gay
- Endocrine Unit, IRCCS Azienda Ospedaliera Universitaria San Martino - IST Istituto Nazionale per la Ricerca sul Cancro, Genoa, Italy
| | - Barbara Massa
- Cytopathology and Pathology Unit, IRCCS Azienda Ospedaliera Universitaria San Martino - IST Istituto Nazionale per la Ricerca sul Cancro, Genoa, Italy
| | | | - Eleonora Monti
- Endocrine Unit, IRCCS Azienda Ospedaliera Universitaria San Martino - IST Istituto Nazionale per la Ricerca sul Cancro, Genoa, Italy
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95
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Yu D, Han Y, Chen T. Contrast-Enhanced Ultrasound for Differentiation of Benign and Malignant Thyroid Lesions. Otolaryngol Head Neck Surg 2014; 151:909-15. [PMID: 25344590 DOI: 10.1177/0194599814555838] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Objective. Contrast-enhanced ultrasound (CEUS) is a new noninvasive modality for the diagnosis of thyroid nodules. However, the performance of CEUS in differentiating malignant and benign thyroid nodules has not been systematically evaluated. This meta-analysis was performed to assess the accuracy of CEUS in diagnosing thyroid nodules. Data Sources PubMed, Embase, and the references of included studies were examined. Review Methods We recorded the characteristics of the included studies and assessed the quality of each study using the Quality Assessment of Diagnostic Accuracy Studies tool. The pooled sensitivity, specificity, positive likelihood ratio (LR), negative LR, diagnostic odds ratio (DOR), and area under the curve (AUC) were calculated. We also evaluated the publication bias. Results This meta-analysis included 7 studies with a total of 597 thyroid nodules. The pooled the sensitivity, specificity, and positive and negative LR were 0.853, 0.876, 5.822, and 0.195, respectively. The DOR and AUC were 34.730 and 0.9162, respectively. Heterogeneity existed between the included studies. The results of subgroup analyses indicated that the evaluation processes are likely the predominant source of heterogeneity. No significant publication bias was observed. Conclusion Contrast-enhanced ultrasound is a promising noninvasive technique for the differential diagnosis of benign and malignant thyroid nodules and could be a valuable supplemental method to fine-needle aspiration.
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Affiliation(s)
- Dongmei Yu
- Department of Special Examinations, Qingdao Women and Children Hospital, Qingdao, China
| | - Yuna Han
- Department of Special Examinations, Qingdao Women and Children Hospital, Qingdao, China
| | - Taotao Chen
- Department of Special Examinations, Qingdao Women and Children Hospital, Qingdao, China
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Liu B, Liang J, Zheng Y, Xie X, Huang G, Zhou L, Wang W, Lu M. Two-dimensional shear wave elastography as promising diagnostic tool for predicting malignant thyroid nodules: a prospective single-centre experience. Eur Radiol 2014; 25:624-34. [PMID: 25298171 DOI: 10.1007/s00330-014-3455-8] [Citation(s) in RCA: 62] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2014] [Revised: 08/12/2014] [Accepted: 09/26/2014] [Indexed: 01/31/2023]
Abstract
OBJECTIVES To evaluate the diagnostic performance of two-dimensional shear wave elastography (2D-SWE) in distinguishing malignant from benign thyroid nodules. METHODS A total of 331 focal thyroid nodules from 271 patients scheduled for fine-needle aspiration or thyroid surgery were included. After a routine conventional ultrasound evaluation, 2D-SWE examinations were performed to obtain 2D-SWE measurements on a colour-coded mapping, which were then correlated with pathology results. RESULTS A total of 230 nodules were benign and 101 were malignant on pathology. The areas under the receiver operating characteristic curve (AUC) of mean and minimum values in the largest region of interest (ROI) over the whole nodule, and mean, maximum and minimum values in 2-mm ROI over the stiffest area of the nodule were 0.794, 0.673, 0.808, 0.805 and 0.799, respectively. The most accurate cut-off value, 39.3 kPa, for mean value in a 2-mm ROI achieved 66.3 % sensitivity and 84.4 % specificity to discriminate malignancy. Nodule size correlated with 2D-SWE value for malignant nodules (P < 0.01). In the group of nodules ≤10 mm, the AUC was 0.730, while it was 0.883 in nodules sized 11-30 mm and 0.821 in nodules >30 mm. CONCLUSION 2D-SWE is a promising diagnostic tool for discriminating malignant thyroid nodules, although the performance for nodules ≤10 mm is not satisfactory.
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Affiliation(s)
- Baoxian Liu
- Department of Medical Ultrasonics, The First Affiliated Hospital of Sun Yat-Sen University, 58 Zhong Shan Road 2, Guangzhou, 510080, China
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Acharya UR, Swapna G, Sree SV, Molinari F, Gupta S, Bardales RH, Witkowska A, Suri JS. A Review on Ultrasound-Based Thyroid Cancer Tissue Characterization and Automated Classification. Technol Cancer Res Treat 2014; 13:289-301. [DOI: 10.7785/tcrt.2012.500381] [Citation(s) in RCA: 78] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
In this paper, we review the different studies that developed Computer Aided Diagnostic (CAD) for automated classification of thyroid cancer into benign and malignant types. Specifically, we discuss the different types of features that are used to study and analyze the differences between benign and malignant thyroid nodules. These features can be broadly categorized into (a) the sonographic features from the ultrasound images, and (b) the non-clinical features extracted from the ultrasound images using statistical and data mining techniques. We also present a brief description of the commonly used classifiers in ultrasound based CAD systems. We then review the studies that used features based on the ultrasound images for thyroid nodule classification and highlight the limitations of such studies. We also discuss and review the techniques used in studies that used the non-clinical features for thyroid nodule classification and report the classification accuracies obtained in these studies.
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Affiliation(s)
- U. Rajendra Acharya
- Department of Electronics and Communication Engineering, Ngee Ann Polytechnic, Singapore 599489
- Department of Biomedical Engineering, Faculty of Engineering, University of Malaya, 50603 Kuala Lumpur, Malaysia
| | - G. Swapna
- Department of Applied Electronics and Instrumentation, Government Engineering College, Kozhikode, Kerala 673005, India
| | | | - Filippo Molinari
- Biolab, Department of Electronics and Telecommunications, Politecnico di Torino, Torino, Italy
| | - Savita Gupta
- Department of Computer Science and Engineering, University Institute of Engineering and Technology (UIET), Panjab University, Chandigarh, India
| | | | - Agnieszka Witkowska
- Department of Internal Medicine, Diabetology and Nephrology, Medical University of Silesia, Zabrze, Poland
| | - Jasjit S. Suri
- ThyroScan Division, Global Biomedical Technologies, Inc., CA, USA; AtheroPoint(TM), LLC, Roseville, CA, USA; Electrical Engineering Department, Idaho State University (Affl.), ID, USA
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98
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Contrast-enhanced ultrasound (CEUS) facilitated US in detecting lateral neck lymph node metastasis of thyroid cancer patients: diagnosis value and enhancement patterns of malignant lymph nodes. Eur Radiol 2014; 24:2513-9. [PMID: 25005826 DOI: 10.1007/s00330-014-3288-5] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2014] [Revised: 04/29/2014] [Accepted: 06/24/2014] [Indexed: 12/24/2022]
Abstract
OBJECTIVES To examine the value of CEUS as a non-invasive tool in detecting lateral neck metastasis (LNM) and the enhancement patterns of malignant lymph nodes (LN) for thyroid cancer patients. METHODS Eighty-two consecutive patients, who underwent both preoperative non-enhanced US and CEUS examinations, were retrospectively reviewed. All patients underwent lateral neck dissection (LND). Enhancement patterns of 102 collected LNs matching to CEUS findings were analyzed. RESULTS CEUS detected LNM in 53 of 65 patients, showing a higher sensitivity and accuracy than that of conventional US (p = 0.109 and p = 0.154, respectively). Thirteen patients' surgical procedures were altered by CEUS findings, including nine true positive and four false positive cases. Five patients' surgical procedures were altered by conventional US findings, including two true positive and three false positive cases. Heterogeneous enhancement, perfusion defects, microcalcification, and centripetal/hybrid enhancement were all specific criteria for malignant LNs in univariate analysis. In multivariate analysis, only heterogeneous enhancement and centripetal/hybrid enhancement were significantly related to LN metastasis (p = 0.000 and p = 0.037, respectively). CONCLUSIONS CEUS may be a potential tool to facilitate conventional US in detecting LNM. Heterogeneous enhancement and centripetal/hybrid enhancement are useful criteria to distinguish between malignant and benign LNs. KEY POINTS • CEUS findings facilitated conventional US in detecting LNM. • Heterogeneous, centripetal/hybrid enhancement, microcalcification and perfusion defects were specific criteria of malignant LNs. • Heterogeneous and centripetal/hybrid enhancement were significantly related to LN metastasis in multivariate analysis.
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99
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Jiang J, Shang X, Zhang H, Ma W, Xu Y, Zhou Q, Gao Y, Yu S, Qi Y. Correlation between maximum intensity and microvessel density for differentiation of malignant from benign thyroid nodules on contrast-enhanced sonography. JOURNAL OF ULTRASOUND IN MEDICINE : OFFICIAL JOURNAL OF THE AMERICAN INSTITUTE OF ULTRASOUND IN MEDICINE 2014; 33:1257-1263. [PMID: 24958412 DOI: 10.7863/ultra.33.7.1257] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
OBJECTIVES The purpose of this study was to retrospectively evaluate contrast-enhanced sonography for differentiation of benign and malignant thyroid nodules by analyzing the correlation between maximum intensity and microvessel density. METHODS From February 2010 to May 2012, 122 patients (85 female and 37 male; mean age ± SD, 45 ± 9.1 years) with thyroid nodules (62 papillary thyroid carcinomas, 30 nodular goiters, and 30 adenomas) that underwent routine thyroid sonography and were diagnosed by surgery were included in this study. Contrast-enhanced sonography was performed, and enhancement patterns were classified into 3 groups: high, equal, and low enhancement. As a time-intensity curve parameter, the correlation of maximum intensity with CD31 and CD34 microvessel density counts was analyzed. RESULTS On contrast-enhanced sonography, most patients with papillary thyroid carcinomas showed a heterogeneous low enhancement pattern, whereas most patients with nodular goiters showed an equal enhancement pattern, and patients with adenomas showed a high enhancement pattern. The detection of papillary thyroid carcinomas with low enhancement had sensitivity of 96.8%, specificity of 95.0%, and accuracy of 95.9%. Compared with the papillary thyroid group, the mean microvessel density counts were significantly higher in the nodular goiter and adenoma groups (P< .05). We also found that the maximum intensity was significantly associated with CD31 and CD34 counts (CD31, r = 0.963; P < .01; CD34, r = 0.968; P < .01). CONCLUSIONS Maximum intensity has a significant relationship with microvessel density. Contrast-enhanced sonography is a practical and convenient means for differentiating benign from malignant thyroid nodules.
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Affiliation(s)
- Jue Jiang
- Department of Ultrasound, Second Affiliated Hospital, Medical School of Xi'an Jiaotong University, Xi'an, China
| | - Xu Shang
- Department of Ultrasound, Second Affiliated Hospital, Medical School of Xi'an Jiaotong University, Xi'an, China
| | - Hongli Zhang
- Department of Ultrasound, Second Affiliated Hospital, Medical School of Xi'an Jiaotong University, Xi'an, China
| | - Wenqi Ma
- Department of Ultrasound, Second Affiliated Hospital, Medical School of Xi'an Jiaotong University, Xi'an, China
| | - Yongbo Xu
- Department of Ultrasound, Second Affiliated Hospital, Medical School of Xi'an Jiaotong University, Xi'an, China
| | - Qi Zhou
- Department of Ultrasound, Second Affiliated Hospital, Medical School of Xi'an Jiaotong University, Xi'an, China.
| | - Ya Gao
- Department of Ultrasound, Second Affiliated Hospital, Medical School of Xi'an Jiaotong University, Xi'an, China
| | - Shanshan Yu
- Department of Ultrasound, Second Affiliated Hospital, Medical School of Xi'an Jiaotong University, Xi'an, China
| | - Yanhua Qi
- Department of Ultrasound, Second Affiliated Hospital, Medical School of Xi'an Jiaotong University, Xi'an, China
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100
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Evaluation of thyroid cancer in Chinese females with breast cancer by vascular endothelial growth factor (VEGF), microvessel density, and contrast-enhanced ultrasound (CEUS). Tumour Biol 2014; 35:6521-9. [DOI: 10.1007/s13277-014-1868-2] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2014] [Accepted: 03/18/2014] [Indexed: 01/08/2023] Open
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