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Wang J, Dong C, Zhang YZ, Wang L, Yuan X, He M, Xu S, Zhou Q, Jiang J. A novel approach to quantify calcifications of thyroid nodules in US images based on deep learning: predicting the risk of cervical lymph node metastasis in papillary thyroid cancer patients. Eur Radiol 2023; 33:9347-9356. [PMID: 37436509 DOI: 10.1007/s00330-023-09909-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Revised: 04/23/2023] [Accepted: 05/15/2023] [Indexed: 07/13/2023]
Abstract
OBJECTIVE Based on ultrasound (US) images, this study aimed to detect and quantify calcifications of thyroid nodules, which are regarded as one of the most important features in US diagnosis of thyroid cancer, and to further investigate the value of US calcifications in predicting the risk of lymph node metastasis (LNM) in papillary thyroid cancer (PTC). METHODS Based on the DeepLabv3+ networks, 2992 thyroid nodules in US images were used to train a model to detect thyroid nodules, of which 998 were used to train a model to detect and quantify calcifications. A total of 225 and 146 thyroid nodules obtained from two centers, respectively, were used to test the performance of these models. A logistic regression method was used to construct the predictive models for LNM in PTCs. RESULTS Calcifications detected by the network model and experienced radiologists had an agreement degree of above 90%. The novel quantitative parameters of US calcification defined in this study showed a significant difference between PTC patients with and without cervical LNM (p < 0.05). The calcification parameters were beneficial to predicting the LNM risk in PTC patients. The LNM prediction model using these calcification parameters combined with patient age and other US nodular features showed a higher specificity and accuracy than the calcification parameters alone. CONCLUSIONS Our models not only detect the calcifications automatically, but also have value in predicting cervical LNM risk of PTC patients, thereby making it possible to investigate the relationship between calcifications and highly invasive PTC in detail. CLINICAL RELEVANCE STATEMENT Due to the high association of US microcalcifications with thyroid cancers, our model will contribute to the differential diagnosis of thyroid nodules in daily practice. KEY POINTS • We developed an ML-based network model for automatically detecting and quantifying calcifications within thyroid nodules in US images. • Three novel parameters for quantifying US calcifications were defined and verified. • These US calcification parameters showed value in predicting the risk of cervical LNM in PTC patients.
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Affiliation(s)
- Juan Wang
- Department of Ultrasound, the Second Affiliated Hospital, Medical School of Xi'an Jiaotong University, Xi'an, 710004, China
| | - Caixia Dong
- Institute of Artificial Intelligence, the Second Affiliated Hospital, Medical School of Xi'an Jiaotong University, Xi'an, 710004, China
| | - Yao-Zhong Zhang
- The Institute of Medical Science, The University of Tokyo, Shirokanedai 4-6-1, Minato-ku, Tokyo, 108-8639, Japan
| | - Lirong Wang
- Department of Ultrasound, the Second Affiliated Hospital, Medical School of Xi'an Jiaotong University, Xi'an, 710004, China
| | - Xin Yuan
- Department of Ultrasound, the Second Affiliated Hospital, Medical School of Xi'an Jiaotong University, Xi'an, 710004, China
| | - Meiqing He
- Department of Ultrasound, Shaanxi Provincial People's Hospital, Xi'an, 710068, China
| | - Songhua Xu
- Institute of Artificial Intelligence, the Second Affiliated Hospital, Medical School of Xi'an Jiaotong University, Xi'an, 710004, China.
| | - Qi Zhou
- Department of Ultrasound, the Second Affiliated Hospital, Medical School of Xi'an Jiaotong University, Xi'an, 710004, China.
| | - Jue Jiang
- Department of Ultrasound, the Second Affiliated Hospital, Medical School of Xi'an Jiaotong University, Xi'an, 710004, China.
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Chen C, Liu Y, Yao J, Wang K, Zhang M, Shi F, Tian Y, Gao L, Ying Y, Pan Q, Wang H, Wu J, Qi X, Wang Y, Xu D. Deep learning approaches for differentiating thyroid nodules with calcification: a two-center study. BMC Cancer 2023; 23:1139. [PMID: 37996814 PMCID: PMC10668439 DOI: 10.1186/s12885-023-11456-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Accepted: 09/27/2023] [Indexed: 11/25/2023] Open
Abstract
BACKGROUND Calcification is a common phenomenon in both benign and malignant thyroid nodules. However, the clinical significance of calcification remains unclear. Therefore, we explored a more objective method for distinguishing between benign and malignant thyroid calcified nodules. METHODS This retrospective study, conducted at two centers, involved a total of 631 thyroid nodules, all of which were pathologically confirmed. Ultrasound image sets were employed for analysis. The primary evaluation index was the area under the receiver-operator characteristic curve (AUROC). We compared the diagnostic performance of deep learning (DL) methods with that of radiologists and determined whether DL could enhance the diagnostic capabilities of radiologists. RESULTS The Xception classification model exhibited the highest performance, achieving an AUROC of up to 0.970, followed by the DenseNet169 model, which attained an AUROC of up to 0.959. Notably, both DL models outperformed radiologists (P < 0.05). The success of the Xception model can be attributed to its incorporation of deep separable convolution, which effectively reduces the model's parameter count. This feature enables the model to capture features more effectively during the feature extraction process, resulting in superior performance, particularly when dealing with limited data. CONCLUSIONS This study conclusively demonstrated that DL outperformed radiologists in differentiating between benign and malignant calcified thyroid nodules. Additionally, the diagnostic capabilities of radiologists could be enhanced with the aid of DL.
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Affiliation(s)
- Chen Chen
- Department of Diagnostic Ultrasound Imaging & Interventional Therapy, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, 310022, China
- Wenling Big Data and Artificial Intelligence Institute in Medicine, Taizhou, 317502, China
- Taizhou Key Laboratory of Minimally Invasive Interventional Therapy & Artificial Intelligence, Taizhou Campus of Zhejiang Cancer Hospital (Taizhou Cancer Hospital), Taizhou, 317502, China
| | - Yuanzhen Liu
- Department of Diagnostic Ultrasound Imaging & Interventional Therapy, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, 310022, China
- Wenling Big Data and Artificial Intelligence Institute in Medicine, Taizhou, 317502, China
- Taizhou Key Laboratory of Minimally Invasive Interventional Therapy & Artificial Intelligence, Taizhou Campus of Zhejiang Cancer Hospital (Taizhou Cancer Hospital), Taizhou, 317502, China
| | - Jincao Yao
- Department of Diagnostic Ultrasound Imaging & Interventional Therapy, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, 310022, China
- Zhejiang Provincial Research Center for Cancer Intelligent Diagnosis and Molecular Technology, Hangzhou, 310022, China
- Key Laboratory of Head & Neck Cancer Translational Research of Zhejiang Province, Hangzhou, 310022, China
| | - Kai Wang
- Department of Ultrasound, The Affiliated Dongyang Hospital of Wenzhou Medical University, Dongyang, 317502, China
| | - Maoliang Zhang
- Department of Ultrasound, The Affiliated Dongyang Hospital of Wenzhou Medical University, Dongyang, 317502, China
| | - Fang Shi
- Capacity Building and Continuing Education Center of National Health Commission, Beijing, 100098, China
| | - Yuan Tian
- Capacity Building and Continuing Education Center of National Health Commission, Beijing, 100098, China
| | - Lu Gao
- Capacity Building and Continuing Education Center of National Health Commission, Beijing, 100098, China
| | - Yajun Ying
- Taizhou Campus of Zhejiang Cancer Hospital (Taizhou Cancer Hospital), Taizhou, 317502, China
| | - Qianmeng Pan
- Taizhou Campus of Zhejiang Cancer Hospital (Taizhou Cancer Hospital), Taizhou, 317502, China
| | - Hui Wang
- Taizhou Campus of Zhejiang Cancer Hospital (Taizhou Cancer Hospital), Taizhou, 317502, China
| | - Jinxin Wu
- Taizhou Campus of Zhejiang Cancer Hospital (Taizhou Cancer Hospital), Taizhou, 317502, China
| | - Xiaoqing Qi
- Department of Ultrasound, Hangzhou Ninth People's Hospital, Hangzhou, 311225, China
| | - Yifan Wang
- Department of Diagnostic Ultrasound Imaging & Interventional Therapy, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, 310022, China.
- Wenling Big Data and Artificial Intelligence Institute in Medicine, Taizhou, 317502, China.
- Taizhou Key Laboratory of Minimally Invasive Interventional Therapy & Artificial Intelligence, Taizhou Campus of Zhejiang Cancer Hospital (Taizhou Cancer Hospital), Taizhou, 317502, China.
| | - Dong Xu
- Department of Diagnostic Ultrasound Imaging & Interventional Therapy, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, 310022, China.
- Wenling Big Data and Artificial Intelligence Institute in Medicine, Taizhou, 317502, China.
- Taizhou Key Laboratory of Minimally Invasive Interventional Therapy & Artificial Intelligence, Taizhou Campus of Zhejiang Cancer Hospital (Taizhou Cancer Hospital), Taizhou, 317502, China.
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Durante C, Hegedüs L, Na DG, Papini E, Sipos JA, Baek JH, Frasoldati A, Grani G, Grant E, Horvath E, Hoang JK, Mandel SJ, Middleton WD, Ngu R, Orloff LA, Shin JH, Trimboli P, Yoon JH, Tessler FN. International Expert Consensus on US Lexicon for Thyroid Nodules. Radiology 2023; 309:e231481. [PMID: 37906014 DOI: 10.1148/radiol.231481] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2023]
Abstract
Multiple US-based systems for risk stratification of thyroid nodules are in use worldwide. Unfortunately, the malignancy probability assigned to a nodule varies, and terms and definitions are not consistent, leading to confusion and making it challenging to compare study results and craft revisions. Consistent application of these systems is further hampered by interobserver variability in identifying the sonographic features on which they are founded. In 2018, an international multidisciplinary group of 19 physicians with expertise in thyroid sonography (termed the International Thyroid Nodule Ultrasound Working Group) was convened with the goal of developing an international system, tentatively called the International Thyroid Imaging Reporting and Data System, or I-TIRADS, in two phases: (phase I) creation of a lexicon and atlas of US descriptors of thyroid nodules and (phase II) development of a system that estimates the malignancy risk of a thyroid nodule. This article presents the methods and results of phase I. The purpose herein is to show what has been accomplished thus far, as well as generate interest in and support for this effort in the global thyroid community.
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Affiliation(s)
- Cosimo Durante
- From the Department of Translational and Precision Medicine, Sapienza University of Rome, Rome, Italy (C.D., G.G.); Department of Endocrinology and Metabolism, Odense University Hospital, Odense, Denmark (L.H.); Department of Radiology, Gangneung Asan Hospital, University of Ulsan College of Medicine, Seoul, Republic of Korea (D.G.N.); Department of Endocrinology and Metabolism, Regina Apostolorum Hospital, Rome, Italy (E.P.); Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, The Ohio State University Wexner Medical Center, Columbus, Ohio (J.A.S.); Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Seoul, Korea (J.H.B.); Endocrinology Unit, Arcispedale S. Maria Nuova IRCCS, Reggio Emilia, Italy (A.F.); Department of Radiology, Keck Hospital of USC, University of Southern California, Los Angeles, Calif (E.G.); Department of Imaging, Universidad del Desarrollo, Clínica Alemana de Santiago, Santiago, Chile (E.H.); Department of Radiology, Johns Hopkins Bayview Medical Center, Baltimore, Md (J.K.H.); Division of Endocrinology, Diabetes and Metabolism, Perelman School of Medicine, University of Pennsylvania, Perelman Center for Advanced Medicine, Philadelphia, Pa (S.J.M.); Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (W.D.M.); Department of Dental Radiological Imaging, Guy's and St Thomas NHS Foundation Trust & King's College London Dental Institute, London, United Kingdom (R.N.); Department of Otolaryngology - Head and Neck Surgery, Stanford Cancer Center, Stanford University School of Medicine, Stanford, Calif (L.A.O.); Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea (J.H.S.); Clinic for Endocrinology and Diabetology, Ente Ospedaliero Cantonale, Lugano, Switzerland (P.T.); Department of Radiology, Severance Hospital Research Institute of Radiological Science, Yonsei University College of Medicine, Seoul, Republic of Korea (J.H.Y.); and Department of Radiology, The University of Alabama at Birmingham Heersink School of Medicine, 619 19th St S, Birmingham, AL 35249 (F.N.T.)
| | - Laszlo Hegedüs
- From the Department of Translational and Precision Medicine, Sapienza University of Rome, Rome, Italy (C.D., G.G.); Department of Endocrinology and Metabolism, Odense University Hospital, Odense, Denmark (L.H.); Department of Radiology, Gangneung Asan Hospital, University of Ulsan College of Medicine, Seoul, Republic of Korea (D.G.N.); Department of Endocrinology and Metabolism, Regina Apostolorum Hospital, Rome, Italy (E.P.); Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, The Ohio State University Wexner Medical Center, Columbus, Ohio (J.A.S.); Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Seoul, Korea (J.H.B.); Endocrinology Unit, Arcispedale S. Maria Nuova IRCCS, Reggio Emilia, Italy (A.F.); Department of Radiology, Keck Hospital of USC, University of Southern California, Los Angeles, Calif (E.G.); Department of Imaging, Universidad del Desarrollo, Clínica Alemana de Santiago, Santiago, Chile (E.H.); Department of Radiology, Johns Hopkins Bayview Medical Center, Baltimore, Md (J.K.H.); Division of Endocrinology, Diabetes and Metabolism, Perelman School of Medicine, University of Pennsylvania, Perelman Center for Advanced Medicine, Philadelphia, Pa (S.J.M.); Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (W.D.M.); Department of Dental Radiological Imaging, Guy's and St Thomas NHS Foundation Trust & King's College London Dental Institute, London, United Kingdom (R.N.); Department of Otolaryngology - Head and Neck Surgery, Stanford Cancer Center, Stanford University School of Medicine, Stanford, Calif (L.A.O.); Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea (J.H.S.); Clinic for Endocrinology and Diabetology, Ente Ospedaliero Cantonale, Lugano, Switzerland (P.T.); Department of Radiology, Severance Hospital Research Institute of Radiological Science, Yonsei University College of Medicine, Seoul, Republic of Korea (J.H.Y.); and Department of Radiology, The University of Alabama at Birmingham Heersink School of Medicine, 619 19th St S, Birmingham, AL 35249 (F.N.T.)
| | - Dong Gyu Na
- From the Department of Translational and Precision Medicine, Sapienza University of Rome, Rome, Italy (C.D., G.G.); Department of Endocrinology and Metabolism, Odense University Hospital, Odense, Denmark (L.H.); Department of Radiology, Gangneung Asan Hospital, University of Ulsan College of Medicine, Seoul, Republic of Korea (D.G.N.); Department of Endocrinology and Metabolism, Regina Apostolorum Hospital, Rome, Italy (E.P.); Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, The Ohio State University Wexner Medical Center, Columbus, Ohio (J.A.S.); Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Seoul, Korea (J.H.B.); Endocrinology Unit, Arcispedale S. Maria Nuova IRCCS, Reggio Emilia, Italy (A.F.); Department of Radiology, Keck Hospital of USC, University of Southern California, Los Angeles, Calif (E.G.); Department of Imaging, Universidad del Desarrollo, Clínica Alemana de Santiago, Santiago, Chile (E.H.); Department of Radiology, Johns Hopkins Bayview Medical Center, Baltimore, Md (J.K.H.); Division of Endocrinology, Diabetes and Metabolism, Perelman School of Medicine, University of Pennsylvania, Perelman Center for Advanced Medicine, Philadelphia, Pa (S.J.M.); Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (W.D.M.); Department of Dental Radiological Imaging, Guy's and St Thomas NHS Foundation Trust & King's College London Dental Institute, London, United Kingdom (R.N.); Department of Otolaryngology - Head and Neck Surgery, Stanford Cancer Center, Stanford University School of Medicine, Stanford, Calif (L.A.O.); Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea (J.H.S.); Clinic for Endocrinology and Diabetology, Ente Ospedaliero Cantonale, Lugano, Switzerland (P.T.); Department of Radiology, Severance Hospital Research Institute of Radiological Science, Yonsei University College of Medicine, Seoul, Republic of Korea (J.H.Y.); and Department of Radiology, The University of Alabama at Birmingham Heersink School of Medicine, 619 19th St S, Birmingham, AL 35249 (F.N.T.)
| | - Enrico Papini
- From the Department of Translational and Precision Medicine, Sapienza University of Rome, Rome, Italy (C.D., G.G.); Department of Endocrinology and Metabolism, Odense University Hospital, Odense, Denmark (L.H.); Department of Radiology, Gangneung Asan Hospital, University of Ulsan College of Medicine, Seoul, Republic of Korea (D.G.N.); Department of Endocrinology and Metabolism, Regina Apostolorum Hospital, Rome, Italy (E.P.); Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, The Ohio State University Wexner Medical Center, Columbus, Ohio (J.A.S.); Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Seoul, Korea (J.H.B.); Endocrinology Unit, Arcispedale S. Maria Nuova IRCCS, Reggio Emilia, Italy (A.F.); Department of Radiology, Keck Hospital of USC, University of Southern California, Los Angeles, Calif (E.G.); Department of Imaging, Universidad del Desarrollo, Clínica Alemana de Santiago, Santiago, Chile (E.H.); Department of Radiology, Johns Hopkins Bayview Medical Center, Baltimore, Md (J.K.H.); Division of Endocrinology, Diabetes and Metabolism, Perelman School of Medicine, University of Pennsylvania, Perelman Center for Advanced Medicine, Philadelphia, Pa (S.J.M.); Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (W.D.M.); Department of Dental Radiological Imaging, Guy's and St Thomas NHS Foundation Trust & King's College London Dental Institute, London, United Kingdom (R.N.); Department of Otolaryngology - Head and Neck Surgery, Stanford Cancer Center, Stanford University School of Medicine, Stanford, Calif (L.A.O.); Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea (J.H.S.); Clinic for Endocrinology and Diabetology, Ente Ospedaliero Cantonale, Lugano, Switzerland (P.T.); Department of Radiology, Severance Hospital Research Institute of Radiological Science, Yonsei University College of Medicine, Seoul, Republic of Korea (J.H.Y.); and Department of Radiology, The University of Alabama at Birmingham Heersink School of Medicine, 619 19th St S, Birmingham, AL 35249 (F.N.T.)
| | - Jennifer A Sipos
- From the Department of Translational and Precision Medicine, Sapienza University of Rome, Rome, Italy (C.D., G.G.); Department of Endocrinology and Metabolism, Odense University Hospital, Odense, Denmark (L.H.); Department of Radiology, Gangneung Asan Hospital, University of Ulsan College of Medicine, Seoul, Republic of Korea (D.G.N.); Department of Endocrinology and Metabolism, Regina Apostolorum Hospital, Rome, Italy (E.P.); Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, The Ohio State University Wexner Medical Center, Columbus, Ohio (J.A.S.); Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Seoul, Korea (J.H.B.); Endocrinology Unit, Arcispedale S. Maria Nuova IRCCS, Reggio Emilia, Italy (A.F.); Department of Radiology, Keck Hospital of USC, University of Southern California, Los Angeles, Calif (E.G.); Department of Imaging, Universidad del Desarrollo, Clínica Alemana de Santiago, Santiago, Chile (E.H.); Department of Radiology, Johns Hopkins Bayview Medical Center, Baltimore, Md (J.K.H.); Division of Endocrinology, Diabetes and Metabolism, Perelman School of Medicine, University of Pennsylvania, Perelman Center for Advanced Medicine, Philadelphia, Pa (S.J.M.); Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (W.D.M.); Department of Dental Radiological Imaging, Guy's and St Thomas NHS Foundation Trust & King's College London Dental Institute, London, United Kingdom (R.N.); Department of Otolaryngology - Head and Neck Surgery, Stanford Cancer Center, Stanford University School of Medicine, Stanford, Calif (L.A.O.); Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea (J.H.S.); Clinic for Endocrinology and Diabetology, Ente Ospedaliero Cantonale, Lugano, Switzerland (P.T.); Department of Radiology, Severance Hospital Research Institute of Radiological Science, Yonsei University College of Medicine, Seoul, Republic of Korea (J.H.Y.); and Department of Radiology, The University of Alabama at Birmingham Heersink School of Medicine, 619 19th St S, Birmingham, AL 35249 (F.N.T.)
| | - Jung Hwan Baek
- From the Department of Translational and Precision Medicine, Sapienza University of Rome, Rome, Italy (C.D., G.G.); Department of Endocrinology and Metabolism, Odense University Hospital, Odense, Denmark (L.H.); Department of Radiology, Gangneung Asan Hospital, University of Ulsan College of Medicine, Seoul, Republic of Korea (D.G.N.); Department of Endocrinology and Metabolism, Regina Apostolorum Hospital, Rome, Italy (E.P.); Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, The Ohio State University Wexner Medical Center, Columbus, Ohio (J.A.S.); Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Seoul, Korea (J.H.B.); Endocrinology Unit, Arcispedale S. Maria Nuova IRCCS, Reggio Emilia, Italy (A.F.); Department of Radiology, Keck Hospital of USC, University of Southern California, Los Angeles, Calif (E.G.); Department of Imaging, Universidad del Desarrollo, Clínica Alemana de Santiago, Santiago, Chile (E.H.); Department of Radiology, Johns Hopkins Bayview Medical Center, Baltimore, Md (J.K.H.); Division of Endocrinology, Diabetes and Metabolism, Perelman School of Medicine, University of Pennsylvania, Perelman Center for Advanced Medicine, Philadelphia, Pa (S.J.M.); Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (W.D.M.); Department of Dental Radiological Imaging, Guy's and St Thomas NHS Foundation Trust & King's College London Dental Institute, London, United Kingdom (R.N.); Department of Otolaryngology - Head and Neck Surgery, Stanford Cancer Center, Stanford University School of Medicine, Stanford, Calif (L.A.O.); Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea (J.H.S.); Clinic for Endocrinology and Diabetology, Ente Ospedaliero Cantonale, Lugano, Switzerland (P.T.); Department of Radiology, Severance Hospital Research Institute of Radiological Science, Yonsei University College of Medicine, Seoul, Republic of Korea (J.H.Y.); and Department of Radiology, The University of Alabama at Birmingham Heersink School of Medicine, 619 19th St S, Birmingham, AL 35249 (F.N.T.)
| | - Andrea Frasoldati
- From the Department of Translational and Precision Medicine, Sapienza University of Rome, Rome, Italy (C.D., G.G.); Department of Endocrinology and Metabolism, Odense University Hospital, Odense, Denmark (L.H.); Department of Radiology, Gangneung Asan Hospital, University of Ulsan College of Medicine, Seoul, Republic of Korea (D.G.N.); Department of Endocrinology and Metabolism, Regina Apostolorum Hospital, Rome, Italy (E.P.); Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, The Ohio State University Wexner Medical Center, Columbus, Ohio (J.A.S.); Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Seoul, Korea (J.H.B.); Endocrinology Unit, Arcispedale S. Maria Nuova IRCCS, Reggio Emilia, Italy (A.F.); Department of Radiology, Keck Hospital of USC, University of Southern California, Los Angeles, Calif (E.G.); Department of Imaging, Universidad del Desarrollo, Clínica Alemana de Santiago, Santiago, Chile (E.H.); Department of Radiology, Johns Hopkins Bayview Medical Center, Baltimore, Md (J.K.H.); Division of Endocrinology, Diabetes and Metabolism, Perelman School of Medicine, University of Pennsylvania, Perelman Center for Advanced Medicine, Philadelphia, Pa (S.J.M.); Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (W.D.M.); Department of Dental Radiological Imaging, Guy's and St Thomas NHS Foundation Trust & King's College London Dental Institute, London, United Kingdom (R.N.); Department of Otolaryngology - Head and Neck Surgery, Stanford Cancer Center, Stanford University School of Medicine, Stanford, Calif (L.A.O.); Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea (J.H.S.); Clinic for Endocrinology and Diabetology, Ente Ospedaliero Cantonale, Lugano, Switzerland (P.T.); Department of Radiology, Severance Hospital Research Institute of Radiological Science, Yonsei University College of Medicine, Seoul, Republic of Korea (J.H.Y.); and Department of Radiology, The University of Alabama at Birmingham Heersink School of Medicine, 619 19th St S, Birmingham, AL 35249 (F.N.T.)
| | - Giorgio Grani
- From the Department of Translational and Precision Medicine, Sapienza University of Rome, Rome, Italy (C.D., G.G.); Department of Endocrinology and Metabolism, Odense University Hospital, Odense, Denmark (L.H.); Department of Radiology, Gangneung Asan Hospital, University of Ulsan College of Medicine, Seoul, Republic of Korea (D.G.N.); Department of Endocrinology and Metabolism, Regina Apostolorum Hospital, Rome, Italy (E.P.); Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, The Ohio State University Wexner Medical Center, Columbus, Ohio (J.A.S.); Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Seoul, Korea (J.H.B.); Endocrinology Unit, Arcispedale S. Maria Nuova IRCCS, Reggio Emilia, Italy (A.F.); Department of Radiology, Keck Hospital of USC, University of Southern California, Los Angeles, Calif (E.G.); Department of Imaging, Universidad del Desarrollo, Clínica Alemana de Santiago, Santiago, Chile (E.H.); Department of Radiology, Johns Hopkins Bayview Medical Center, Baltimore, Md (J.K.H.); Division of Endocrinology, Diabetes and Metabolism, Perelman School of Medicine, University of Pennsylvania, Perelman Center for Advanced Medicine, Philadelphia, Pa (S.J.M.); Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (W.D.M.); Department of Dental Radiological Imaging, Guy's and St Thomas NHS Foundation Trust & King's College London Dental Institute, London, United Kingdom (R.N.); Department of Otolaryngology - Head and Neck Surgery, Stanford Cancer Center, Stanford University School of Medicine, Stanford, Calif (L.A.O.); Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea (J.H.S.); Clinic for Endocrinology and Diabetology, Ente Ospedaliero Cantonale, Lugano, Switzerland (P.T.); Department of Radiology, Severance Hospital Research Institute of Radiological Science, Yonsei University College of Medicine, Seoul, Republic of Korea (J.H.Y.); and Department of Radiology, The University of Alabama at Birmingham Heersink School of Medicine, 619 19th St S, Birmingham, AL 35249 (F.N.T.)
| | - Edward Grant
- From the Department of Translational and Precision Medicine, Sapienza University of Rome, Rome, Italy (C.D., G.G.); Department of Endocrinology and Metabolism, Odense University Hospital, Odense, Denmark (L.H.); Department of Radiology, Gangneung Asan Hospital, University of Ulsan College of Medicine, Seoul, Republic of Korea (D.G.N.); Department of Endocrinology and Metabolism, Regina Apostolorum Hospital, Rome, Italy (E.P.); Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, The Ohio State University Wexner Medical Center, Columbus, Ohio (J.A.S.); Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Seoul, Korea (J.H.B.); Endocrinology Unit, Arcispedale S. Maria Nuova IRCCS, Reggio Emilia, Italy (A.F.); Department of Radiology, Keck Hospital of USC, University of Southern California, Los Angeles, Calif (E.G.); Department of Imaging, Universidad del Desarrollo, Clínica Alemana de Santiago, Santiago, Chile (E.H.); Department of Radiology, Johns Hopkins Bayview Medical Center, Baltimore, Md (J.K.H.); Division of Endocrinology, Diabetes and Metabolism, Perelman School of Medicine, University of Pennsylvania, Perelman Center for Advanced Medicine, Philadelphia, Pa (S.J.M.); Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (W.D.M.); Department of Dental Radiological Imaging, Guy's and St Thomas NHS Foundation Trust & King's College London Dental Institute, London, United Kingdom (R.N.); Department of Otolaryngology - Head and Neck Surgery, Stanford Cancer Center, Stanford University School of Medicine, Stanford, Calif (L.A.O.); Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea (J.H.S.); Clinic for Endocrinology and Diabetology, Ente Ospedaliero Cantonale, Lugano, Switzerland (P.T.); Department of Radiology, Severance Hospital Research Institute of Radiological Science, Yonsei University College of Medicine, Seoul, Republic of Korea (J.H.Y.); and Department of Radiology, The University of Alabama at Birmingham Heersink School of Medicine, 619 19th St S, Birmingham, AL 35249 (F.N.T.)
| | - Eleonora Horvath
- From the Department of Translational and Precision Medicine, Sapienza University of Rome, Rome, Italy (C.D., G.G.); Department of Endocrinology and Metabolism, Odense University Hospital, Odense, Denmark (L.H.); Department of Radiology, Gangneung Asan Hospital, University of Ulsan College of Medicine, Seoul, Republic of Korea (D.G.N.); Department of Endocrinology and Metabolism, Regina Apostolorum Hospital, Rome, Italy (E.P.); Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, The Ohio State University Wexner Medical Center, Columbus, Ohio (J.A.S.); Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Seoul, Korea (J.H.B.); Endocrinology Unit, Arcispedale S. Maria Nuova IRCCS, Reggio Emilia, Italy (A.F.); Department of Radiology, Keck Hospital of USC, University of Southern California, Los Angeles, Calif (E.G.); Department of Imaging, Universidad del Desarrollo, Clínica Alemana de Santiago, Santiago, Chile (E.H.); Department of Radiology, Johns Hopkins Bayview Medical Center, Baltimore, Md (J.K.H.); Division of Endocrinology, Diabetes and Metabolism, Perelman School of Medicine, University of Pennsylvania, Perelman Center for Advanced Medicine, Philadelphia, Pa (S.J.M.); Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (W.D.M.); Department of Dental Radiological Imaging, Guy's and St Thomas NHS Foundation Trust & King's College London Dental Institute, London, United Kingdom (R.N.); Department of Otolaryngology - Head and Neck Surgery, Stanford Cancer Center, Stanford University School of Medicine, Stanford, Calif (L.A.O.); Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea (J.H.S.); Clinic for Endocrinology and Diabetology, Ente Ospedaliero Cantonale, Lugano, Switzerland (P.T.); Department of Radiology, Severance Hospital Research Institute of Radiological Science, Yonsei University College of Medicine, Seoul, Republic of Korea (J.H.Y.); and Department of Radiology, The University of Alabama at Birmingham Heersink School of Medicine, 619 19th St S, Birmingham, AL 35249 (F.N.T.)
| | - Jenny K Hoang
- From the Department of Translational and Precision Medicine, Sapienza University of Rome, Rome, Italy (C.D., G.G.); Department of Endocrinology and Metabolism, Odense University Hospital, Odense, Denmark (L.H.); Department of Radiology, Gangneung Asan Hospital, University of Ulsan College of Medicine, Seoul, Republic of Korea (D.G.N.); Department of Endocrinology and Metabolism, Regina Apostolorum Hospital, Rome, Italy (E.P.); Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, The Ohio State University Wexner Medical Center, Columbus, Ohio (J.A.S.); Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Seoul, Korea (J.H.B.); Endocrinology Unit, Arcispedale S. Maria Nuova IRCCS, Reggio Emilia, Italy (A.F.); Department of Radiology, Keck Hospital of USC, University of Southern California, Los Angeles, Calif (E.G.); Department of Imaging, Universidad del Desarrollo, Clínica Alemana de Santiago, Santiago, Chile (E.H.); Department of Radiology, Johns Hopkins Bayview Medical Center, Baltimore, Md (J.K.H.); Division of Endocrinology, Diabetes and Metabolism, Perelman School of Medicine, University of Pennsylvania, Perelman Center for Advanced Medicine, Philadelphia, Pa (S.J.M.); Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (W.D.M.); Department of Dental Radiological Imaging, Guy's and St Thomas NHS Foundation Trust & King's College London Dental Institute, London, United Kingdom (R.N.); Department of Otolaryngology - Head and Neck Surgery, Stanford Cancer Center, Stanford University School of Medicine, Stanford, Calif (L.A.O.); Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea (J.H.S.); Clinic for Endocrinology and Diabetology, Ente Ospedaliero Cantonale, Lugano, Switzerland (P.T.); Department of Radiology, Severance Hospital Research Institute of Radiological Science, Yonsei University College of Medicine, Seoul, Republic of Korea (J.H.Y.); and Department of Radiology, The University of Alabama at Birmingham Heersink School of Medicine, 619 19th St S, Birmingham, AL 35249 (F.N.T.)
| | - Susan J Mandel
- From the Department of Translational and Precision Medicine, Sapienza University of Rome, Rome, Italy (C.D., G.G.); Department of Endocrinology and Metabolism, Odense University Hospital, Odense, Denmark (L.H.); Department of Radiology, Gangneung Asan Hospital, University of Ulsan College of Medicine, Seoul, Republic of Korea (D.G.N.); Department of Endocrinology and Metabolism, Regina Apostolorum Hospital, Rome, Italy (E.P.); Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, The Ohio State University Wexner Medical Center, Columbus, Ohio (J.A.S.); Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Seoul, Korea (J.H.B.); Endocrinology Unit, Arcispedale S. Maria Nuova IRCCS, Reggio Emilia, Italy (A.F.); Department of Radiology, Keck Hospital of USC, University of Southern California, Los Angeles, Calif (E.G.); Department of Imaging, Universidad del Desarrollo, Clínica Alemana de Santiago, Santiago, Chile (E.H.); Department of Radiology, Johns Hopkins Bayview Medical Center, Baltimore, Md (J.K.H.); Division of Endocrinology, Diabetes and Metabolism, Perelman School of Medicine, University of Pennsylvania, Perelman Center for Advanced Medicine, Philadelphia, Pa (S.J.M.); Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (W.D.M.); Department of Dental Radiological Imaging, Guy's and St Thomas NHS Foundation Trust & King's College London Dental Institute, London, United Kingdom (R.N.); Department of Otolaryngology - Head and Neck Surgery, Stanford Cancer Center, Stanford University School of Medicine, Stanford, Calif (L.A.O.); Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea (J.H.S.); Clinic for Endocrinology and Diabetology, Ente Ospedaliero Cantonale, Lugano, Switzerland (P.T.); Department of Radiology, Severance Hospital Research Institute of Radiological Science, Yonsei University College of Medicine, Seoul, Republic of Korea (J.H.Y.); and Department of Radiology, The University of Alabama at Birmingham Heersink School of Medicine, 619 19th St S, Birmingham, AL 35249 (F.N.T.)
| | - William D Middleton
- From the Department of Translational and Precision Medicine, Sapienza University of Rome, Rome, Italy (C.D., G.G.); Department of Endocrinology and Metabolism, Odense University Hospital, Odense, Denmark (L.H.); Department of Radiology, Gangneung Asan Hospital, University of Ulsan College of Medicine, Seoul, Republic of Korea (D.G.N.); Department of Endocrinology and Metabolism, Regina Apostolorum Hospital, Rome, Italy (E.P.); Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, The Ohio State University Wexner Medical Center, Columbus, Ohio (J.A.S.); Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Seoul, Korea (J.H.B.); Endocrinology Unit, Arcispedale S. Maria Nuova IRCCS, Reggio Emilia, Italy (A.F.); Department of Radiology, Keck Hospital of USC, University of Southern California, Los Angeles, Calif (E.G.); Department of Imaging, Universidad del Desarrollo, Clínica Alemana de Santiago, Santiago, Chile (E.H.); Department of Radiology, Johns Hopkins Bayview Medical Center, Baltimore, Md (J.K.H.); Division of Endocrinology, Diabetes and Metabolism, Perelman School of Medicine, University of Pennsylvania, Perelman Center for Advanced Medicine, Philadelphia, Pa (S.J.M.); Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (W.D.M.); Department of Dental Radiological Imaging, Guy's and St Thomas NHS Foundation Trust & King's College London Dental Institute, London, United Kingdom (R.N.); Department of Otolaryngology - Head and Neck Surgery, Stanford Cancer Center, Stanford University School of Medicine, Stanford, Calif (L.A.O.); Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea (J.H.S.); Clinic for Endocrinology and Diabetology, Ente Ospedaliero Cantonale, Lugano, Switzerland (P.T.); Department of Radiology, Severance Hospital Research Institute of Radiological Science, Yonsei University College of Medicine, Seoul, Republic of Korea (J.H.Y.); and Department of Radiology, The University of Alabama at Birmingham Heersink School of Medicine, 619 19th St S, Birmingham, AL 35249 (F.N.T.)
| | - Rose Ngu
- From the Department of Translational and Precision Medicine, Sapienza University of Rome, Rome, Italy (C.D., G.G.); Department of Endocrinology and Metabolism, Odense University Hospital, Odense, Denmark (L.H.); Department of Radiology, Gangneung Asan Hospital, University of Ulsan College of Medicine, Seoul, Republic of Korea (D.G.N.); Department of Endocrinology and Metabolism, Regina Apostolorum Hospital, Rome, Italy (E.P.); Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, The Ohio State University Wexner Medical Center, Columbus, Ohio (J.A.S.); Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Seoul, Korea (J.H.B.); Endocrinology Unit, Arcispedale S. Maria Nuova IRCCS, Reggio Emilia, Italy (A.F.); Department of Radiology, Keck Hospital of USC, University of Southern California, Los Angeles, Calif (E.G.); Department of Imaging, Universidad del Desarrollo, Clínica Alemana de Santiago, Santiago, Chile (E.H.); Department of Radiology, Johns Hopkins Bayview Medical Center, Baltimore, Md (J.K.H.); Division of Endocrinology, Diabetes and Metabolism, Perelman School of Medicine, University of Pennsylvania, Perelman Center for Advanced Medicine, Philadelphia, Pa (S.J.M.); Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (W.D.M.); Department of Dental Radiological Imaging, Guy's and St Thomas NHS Foundation Trust & King's College London Dental Institute, London, United Kingdom (R.N.); Department of Otolaryngology - Head and Neck Surgery, Stanford Cancer Center, Stanford University School of Medicine, Stanford, Calif (L.A.O.); Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea (J.H.S.); Clinic for Endocrinology and Diabetology, Ente Ospedaliero Cantonale, Lugano, Switzerland (P.T.); Department of Radiology, Severance Hospital Research Institute of Radiological Science, Yonsei University College of Medicine, Seoul, Republic of Korea (J.H.Y.); and Department of Radiology, The University of Alabama at Birmingham Heersink School of Medicine, 619 19th St S, Birmingham, AL 35249 (F.N.T.)
| | - Lisa Ann Orloff
- From the Department of Translational and Precision Medicine, Sapienza University of Rome, Rome, Italy (C.D., G.G.); Department of Endocrinology and Metabolism, Odense University Hospital, Odense, Denmark (L.H.); Department of Radiology, Gangneung Asan Hospital, University of Ulsan College of Medicine, Seoul, Republic of Korea (D.G.N.); Department of Endocrinology and Metabolism, Regina Apostolorum Hospital, Rome, Italy (E.P.); Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, The Ohio State University Wexner Medical Center, Columbus, Ohio (J.A.S.); Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Seoul, Korea (J.H.B.); Endocrinology Unit, Arcispedale S. Maria Nuova IRCCS, Reggio Emilia, Italy (A.F.); Department of Radiology, Keck Hospital of USC, University of Southern California, Los Angeles, Calif (E.G.); Department of Imaging, Universidad del Desarrollo, Clínica Alemana de Santiago, Santiago, Chile (E.H.); Department of Radiology, Johns Hopkins Bayview Medical Center, Baltimore, Md (J.K.H.); Division of Endocrinology, Diabetes and Metabolism, Perelman School of Medicine, University of Pennsylvania, Perelman Center for Advanced Medicine, Philadelphia, Pa (S.J.M.); Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (W.D.M.); Department of Dental Radiological Imaging, Guy's and St Thomas NHS Foundation Trust & King's College London Dental Institute, London, United Kingdom (R.N.); Department of Otolaryngology - Head and Neck Surgery, Stanford Cancer Center, Stanford University School of Medicine, Stanford, Calif (L.A.O.); Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea (J.H.S.); Clinic for Endocrinology and Diabetology, Ente Ospedaliero Cantonale, Lugano, Switzerland (P.T.); Department of Radiology, Severance Hospital Research Institute of Radiological Science, Yonsei University College of Medicine, Seoul, Republic of Korea (J.H.Y.); and Department of Radiology, The University of Alabama at Birmingham Heersink School of Medicine, 619 19th St S, Birmingham, AL 35249 (F.N.T.)
| | - Jung Hee Shin
- From the Department of Translational and Precision Medicine, Sapienza University of Rome, Rome, Italy (C.D., G.G.); Department of Endocrinology and Metabolism, Odense University Hospital, Odense, Denmark (L.H.); Department of Radiology, Gangneung Asan Hospital, University of Ulsan College of Medicine, Seoul, Republic of Korea (D.G.N.); Department of Endocrinology and Metabolism, Regina Apostolorum Hospital, Rome, Italy (E.P.); Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, The Ohio State University Wexner Medical Center, Columbus, Ohio (J.A.S.); Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Seoul, Korea (J.H.B.); Endocrinology Unit, Arcispedale S. Maria Nuova IRCCS, Reggio Emilia, Italy (A.F.); Department of Radiology, Keck Hospital of USC, University of Southern California, Los Angeles, Calif (E.G.); Department of Imaging, Universidad del Desarrollo, Clínica Alemana de Santiago, Santiago, Chile (E.H.); Department of Radiology, Johns Hopkins Bayview Medical Center, Baltimore, Md (J.K.H.); Division of Endocrinology, Diabetes and Metabolism, Perelman School of Medicine, University of Pennsylvania, Perelman Center for Advanced Medicine, Philadelphia, Pa (S.J.M.); Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (W.D.M.); Department of Dental Radiological Imaging, Guy's and St Thomas NHS Foundation Trust & King's College London Dental Institute, London, United Kingdom (R.N.); Department of Otolaryngology - Head and Neck Surgery, Stanford Cancer Center, Stanford University School of Medicine, Stanford, Calif (L.A.O.); Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea (J.H.S.); Clinic for Endocrinology and Diabetology, Ente Ospedaliero Cantonale, Lugano, Switzerland (P.T.); Department of Radiology, Severance Hospital Research Institute of Radiological Science, Yonsei University College of Medicine, Seoul, Republic of Korea (J.H.Y.); and Department of Radiology, The University of Alabama at Birmingham Heersink School of Medicine, 619 19th St S, Birmingham, AL 35249 (F.N.T.)
| | - Pierpaolo Trimboli
- From the Department of Translational and Precision Medicine, Sapienza University of Rome, Rome, Italy (C.D., G.G.); Department of Endocrinology and Metabolism, Odense University Hospital, Odense, Denmark (L.H.); Department of Radiology, Gangneung Asan Hospital, University of Ulsan College of Medicine, Seoul, Republic of Korea (D.G.N.); Department of Endocrinology and Metabolism, Regina Apostolorum Hospital, Rome, Italy (E.P.); Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, The Ohio State University Wexner Medical Center, Columbus, Ohio (J.A.S.); Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Seoul, Korea (J.H.B.); Endocrinology Unit, Arcispedale S. Maria Nuova IRCCS, Reggio Emilia, Italy (A.F.); Department of Radiology, Keck Hospital of USC, University of Southern California, Los Angeles, Calif (E.G.); Department of Imaging, Universidad del Desarrollo, Clínica Alemana de Santiago, Santiago, Chile (E.H.); Department of Radiology, Johns Hopkins Bayview Medical Center, Baltimore, Md (J.K.H.); Division of Endocrinology, Diabetes and Metabolism, Perelman School of Medicine, University of Pennsylvania, Perelman Center for Advanced Medicine, Philadelphia, Pa (S.J.M.); Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (W.D.M.); Department of Dental Radiological Imaging, Guy's and St Thomas NHS Foundation Trust & King's College London Dental Institute, London, United Kingdom (R.N.); Department of Otolaryngology - Head and Neck Surgery, Stanford Cancer Center, Stanford University School of Medicine, Stanford, Calif (L.A.O.); Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea (J.H.S.); Clinic for Endocrinology and Diabetology, Ente Ospedaliero Cantonale, Lugano, Switzerland (P.T.); Department of Radiology, Severance Hospital Research Institute of Radiological Science, Yonsei University College of Medicine, Seoul, Republic of Korea (J.H.Y.); and Department of Radiology, The University of Alabama at Birmingham Heersink School of Medicine, 619 19th St S, Birmingham, AL 35249 (F.N.T.)
| | - Jung Hyun Yoon
- From the Department of Translational and Precision Medicine, Sapienza University of Rome, Rome, Italy (C.D., G.G.); Department of Endocrinology and Metabolism, Odense University Hospital, Odense, Denmark (L.H.); Department of Radiology, Gangneung Asan Hospital, University of Ulsan College of Medicine, Seoul, Republic of Korea (D.G.N.); Department of Endocrinology and Metabolism, Regina Apostolorum Hospital, Rome, Italy (E.P.); Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, The Ohio State University Wexner Medical Center, Columbus, Ohio (J.A.S.); Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Seoul, Korea (J.H.B.); Endocrinology Unit, Arcispedale S. Maria Nuova IRCCS, Reggio Emilia, Italy (A.F.); Department of Radiology, Keck Hospital of USC, University of Southern California, Los Angeles, Calif (E.G.); Department of Imaging, Universidad del Desarrollo, Clínica Alemana de Santiago, Santiago, Chile (E.H.); Department of Radiology, Johns Hopkins Bayview Medical Center, Baltimore, Md (J.K.H.); Division of Endocrinology, Diabetes and Metabolism, Perelman School of Medicine, University of Pennsylvania, Perelman Center for Advanced Medicine, Philadelphia, Pa (S.J.M.); Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (W.D.M.); Department of Dental Radiological Imaging, Guy's and St Thomas NHS Foundation Trust & King's College London Dental Institute, London, United Kingdom (R.N.); Department of Otolaryngology - Head and Neck Surgery, Stanford Cancer Center, Stanford University School of Medicine, Stanford, Calif (L.A.O.); Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea (J.H.S.); Clinic for Endocrinology and Diabetology, Ente Ospedaliero Cantonale, Lugano, Switzerland (P.T.); Department of Radiology, Severance Hospital Research Institute of Radiological Science, Yonsei University College of Medicine, Seoul, Republic of Korea (J.H.Y.); and Department of Radiology, The University of Alabama at Birmingham Heersink School of Medicine, 619 19th St S, Birmingham, AL 35249 (F.N.T.)
| | - Franklin N Tessler
- From the Department of Translational and Precision Medicine, Sapienza University of Rome, Rome, Italy (C.D., G.G.); Department of Endocrinology and Metabolism, Odense University Hospital, Odense, Denmark (L.H.); Department of Radiology, Gangneung Asan Hospital, University of Ulsan College of Medicine, Seoul, Republic of Korea (D.G.N.); Department of Endocrinology and Metabolism, Regina Apostolorum Hospital, Rome, Italy (E.P.); Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, The Ohio State University Wexner Medical Center, Columbus, Ohio (J.A.S.); Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Seoul, Korea (J.H.B.); Endocrinology Unit, Arcispedale S. Maria Nuova IRCCS, Reggio Emilia, Italy (A.F.); Department of Radiology, Keck Hospital of USC, University of Southern California, Los Angeles, Calif (E.G.); Department of Imaging, Universidad del Desarrollo, Clínica Alemana de Santiago, Santiago, Chile (E.H.); Department of Radiology, Johns Hopkins Bayview Medical Center, Baltimore, Md (J.K.H.); Division of Endocrinology, Diabetes and Metabolism, Perelman School of Medicine, University of Pennsylvania, Perelman Center for Advanced Medicine, Philadelphia, Pa (S.J.M.); Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (W.D.M.); Department of Dental Radiological Imaging, Guy's and St Thomas NHS Foundation Trust & King's College London Dental Institute, London, United Kingdom (R.N.); Department of Otolaryngology - Head and Neck Surgery, Stanford Cancer Center, Stanford University School of Medicine, Stanford, Calif (L.A.O.); Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea (J.H.S.); Clinic for Endocrinology and Diabetology, Ente Ospedaliero Cantonale, Lugano, Switzerland (P.T.); Department of Radiology, Severance Hospital Research Institute of Radiological Science, Yonsei University College of Medicine, Seoul, Republic of Korea (J.H.Y.); and Department of Radiology, The University of Alabama at Birmingham Heersink School of Medicine, 619 19th St S, Birmingham, AL 35249 (F.N.T.)
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Chen C, Liu Y, Yao J, Lv L, Pan Q, Wu J, Zheng C, Wang H, Jiang X, Wang Y, Xu D. Leveraging deep learning to identify calcification and colloid in thyroid nodules. Heliyon 2023; 9:e19066. [PMID: 37636449 PMCID: PMC10450979 DOI: 10.1016/j.heliyon.2023.e19066] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Revised: 08/01/2023] [Accepted: 08/09/2023] [Indexed: 08/29/2023] Open
Abstract
Background Both calcification and colloid in thyroid nodules are reflected as echogenic foci in ultrasound images. However, calcification and colloid have significantly different probabilities of malignancy. We explored the performance of a deep learning (DL) model in distinguishing the echogenic foci of thyroid nodules as calcification or colloid. Methods We conducted a retrospective study using ultrasound image sets. The DL model was trained and tested on 30,388 images of 1127 nodules. All nodules were pathologically confirmed. The area under the receiver-operator characteristic curve (AUC) was employed as the primary evaluation index. Results The YoloV5 (You Only Look Once Version 5) transfer learning model for thyroid nodules based on DL detection showed that the average sensitivity, specificity, and accuracy of distinguishing echogenic foci in the test 1 group (n = 192) was 78.41%, 91.36%, and 77.81%, respectively. The average sensitivity, specificity, and accuracy of the three radiologists were 51.14%, 82.58%, and 61.29%, respectively. The average sensitivity, specificity, and accuracy of distinguishing small echogenic foci in the test 2 group (n = 58) was 70.17%, 77.14%, and 73.33%, respectively. Correspondingly, the average sensitivity, specificity, and accuracy of the radiologists were 57.69%, 63.29%, and 59.38%. Conclusions The study demonstrated that DL performed far better than radiologists in distinguishing echogenic foci of thyroid nodules as calcifications or colloid.
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Affiliation(s)
- Chen Chen
- Graduate School, Wannan Medical College, Wuhu, 241002, China
- Department of Diagnostic Ultrasound Imaging & Interventional Therapy, Zhejiang Cancer Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, 310022, China
- Taizhou Key Laboratory of Minimally Invasive Interventional Therapy & Artificial Intelligence, China
- Taizhou Cancer Hospital, Taizhou, 317502, China
| | - Yuanzhen Liu
- Department of Diagnostic Ultrasound Imaging & Interventional Therapy, Zhejiang Cancer Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, 310022, China
- Taizhou Key Laboratory of Minimally Invasive Interventional Therapy & Artificial Intelligence, China
- Taizhou Cancer Hospital, Taizhou, 317502, China
| | - Jincao Yao
- Department of Diagnostic Ultrasound Imaging & Interventional Therapy, Zhejiang Cancer Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, 310022, China
- Key Laboratory of Head & Neck Cancer Translational Research of Zhejiang Province, Hangzhou, 310022, China
- Zhejiang Provincial Research Center for Cancer Intelligent Diagnosis and Molecular Technology, Hangzhou, 310022, China
| | - Lujiao Lv
- Key Laboratory of Head & Neck Cancer Translational Research of Zhejiang Province, Hangzhou, 310022, China
- Zhejiang Provincial Research Center for Cancer Intelligent Diagnosis and Molecular Technology, Hangzhou, 310022, China
| | - Qianmeng Pan
- Taizhou Key Laboratory of Minimally Invasive Interventional Therapy & Artificial Intelligence, China
- Taizhou Cancer Hospital, Taizhou, 317502, China
| | - Jinxin Wu
- Taizhou Key Laboratory of Minimally Invasive Interventional Therapy & Artificial Intelligence, China
- Taizhou Cancer Hospital, Taizhou, 317502, China
| | - Changfu Zheng
- Taizhou Key Laboratory of Minimally Invasive Interventional Therapy & Artificial Intelligence, China
- Taizhou Cancer Hospital, Taizhou, 317502, China
| | - Hui Wang
- Taizhou Key Laboratory of Minimally Invasive Interventional Therapy & Artificial Intelligence, China
- Taizhou Cancer Hospital, Taizhou, 317502, China
| | - Xianping Jiang
- Department of Ultrasound, Shengzhou People's Hospital (the First Affiliated Hospital of Zhejiang University Shengzhou Branch), Shengzhou, 312400, China
| | - Yifan Wang
- Department of Diagnostic Ultrasound Imaging & Interventional Therapy, Zhejiang Cancer Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, 310022, China
- Key Laboratory of Head & Neck Cancer Translational Research of Zhejiang Province, Hangzhou, 310022, China
- Zhejiang Provincial Research Center for Cancer Intelligent Diagnosis and Molecular Technology, Hangzhou, 310022, China
- Taizhou Key Laboratory of Minimally Invasive Interventional Therapy & Artificial Intelligence, China
- Taizhou Cancer Hospital, Taizhou, 317502, China
| | - Dong Xu
- Department of Diagnostic Ultrasound Imaging & Interventional Therapy, Zhejiang Cancer Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, 310022, China
- Key Laboratory of Head & Neck Cancer Translational Research of Zhejiang Province, Hangzhou, 310022, China
- Zhejiang Provincial Research Center for Cancer Intelligent Diagnosis and Molecular Technology, Hangzhou, 310022, China
- Taizhou Key Laboratory of Minimally Invasive Interventional Therapy & Artificial Intelligence, China
- Taizhou Cancer Hospital, Taizhou, 317502, China
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Ye M, Wu S, Zhou Q, Wang F, Chen X, Gong X, Wu W. Association between macrocalcification and papillary thyroid carcinoma and corresponding valuable diagnostic tool: retrospective study. World J Surg Oncol 2023; 21:149. [PMID: 37194091 DOI: 10.1186/s12957-023-03016-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2023] [Accepted: 04/08/2023] [Indexed: 05/18/2023] Open
Abstract
BACKGROUND Microcalcifications are suggested to be an indicator of thyroid malignancy, especially for papillary thyroid carcinoma (PTC), nonetheless, the association between macrocalcification and PTC is underexplored. Furthermore, screening methods like ultrasonography and ultrasound-guided fine needle aspiration biopsy (US-FNAB) are limited in evaluating macro-calcified thyroid nodules. Thus, we aimed to investigate the relationship between macrocalcification and PTC. We also explored the diagnostic efficiency of US-FNAB and proto-Oncogene Proteins B-raf V600E (BRAF V600E) mutation in macro-calcified thyroid nodules evaluation. METHODS A retrospective research of 2645 thyroid nodules from 2078 participants was performed and divided into three groups as non-, micro-, and macro-calcified for further PTC incidence comparison. Besides, a total of 100 macro-calcified thyroid nodules with both results of US-FNAB and BRAF V600E mutation were screened out for subsequent evaluation of diagnostic efficiency. RESULTS Compared to non-calcification, macrocalcification showed a significantly higher incidence of PTC (31.5% vs. 23.2%, P<0.05). Additionally, when compared with a single US-FNAB, the combination of US-FNAB and BRAF V600E mutation showed better diagnostic efficiency in diagnosing macro-calcified thyroid nodule (area under the curve (AUC) 0.94 vs. 0.84, P=0.03), with a significantly higher sensitivity (100.0% vs. 67.2%, P<0.01) and a comparable standard of specificity (88.9% vs. 100.0%, P=0.13). CONCLUSIONS Occurrence of macrocalcification in thyroid nodules may suggest a high risk of PTC, and the combination of US-FNAB and BRAF V600E showed a greater value in identifying macro-calcified thyroid nodules, especially with significantly higher sensitivity. TRIAL REGISTRATION The Ethics Committee of The First Affiliated Hospital of Wenzhou Medical University (2018-026).
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Affiliation(s)
- Mengyao Ye
- Department of Endocrinology, Wenzhou Hospital of Integrated Traditional Chinese and Western Medicine, Wenzhou, Zhejiang, 325015, China
- Department of Endocrinology, First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, 325015, China
| | - Shan Wu
- Department of Endocrinology, People's Hospital of Yuhuan, Taizhou, Zhejiang, 318000, China
| | - Qi Zhou
- Department of Endocrinology, First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, 325015, China
| | - Fang Wang
- Departments of Pathology, First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, 325015, China
| | - Xiaojun Chen
- Department of Endocrinology, First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, 325015, China
| | - Xiaohua Gong
- Department of Endocrinology, First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, 325015, China.
| | - Wenjun Wu
- Department of Endocrinology, First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, 325015, China.
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6
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Wang G, Nie F, Wang Y, Wang P, Wang L, Fan X, Ma Z. Response to Letter to the Editor. JOURNAL OF ULTRASOUND IN MEDICINE : OFFICIAL JOURNAL OF THE AMERICAN INSTITUTE OF ULTRASOUND IN MEDICINE 2022; 41:2645. [PMID: 34981546 DOI: 10.1002/jum.15928] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/08/2021] [Accepted: 12/09/2021] [Indexed: 06/14/2023]
Affiliation(s)
- Guojuan Wang
- Department of Ultrasound, Lanzhou University Second Hospital, Lanzhou, Gansu, China
| | - Fang Nie
- Department of Ultrasound, Lanzhou University Second Hospital, Lanzhou, Gansu, China
| | - Yanfang Wang
- Department of Ultrasound, Lanzhou University Second Hospital, Lanzhou, Gansu, China
| | - Peihua Wang
- Department of Ultrasound, Lanzhou University Second Hospital, Lanzhou, Gansu, China
| | - Lan Wang
- Department of Ultrasound, Lanzhou University Second Hospital, Lanzhou, Gansu, China
| | - Xiao Fan
- Department of Ultrasound, Lanzhou University Second Hospital, Lanzhou, Gansu, China
| | - Zhenxian Ma
- Department of Ultrasound, Lanzhou University Second Hospital, Lanzhou, Gansu, China
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7
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Wang G, Nie F, Wang Y, Wang P, Wang L, Fan X, Ma Z. Value of Echogenic Foci in Diagnosing Papillary Thyroid Carcinoma and Predicting Aggressive Biological Behavior. JOURNAL OF ULTRASOUND IN MEDICINE : OFFICIAL JOURNAL OF THE AMERICAN INSTITUTE OF ULTRASOUND IN MEDICINE 2022; 41:1237-1245. [PMID: 34415647 DOI: 10.1002/jum.15815] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/18/2021] [Revised: 06/17/2021] [Accepted: 07/18/2021] [Indexed: 06/13/2023]
Abstract
OBJECTIVES To assess the diagnostic value of echogenic foci in papillary thyroid carcinoma (PTC) and the relationship between echogenic foci and aggressiveness of PTC. METHODS From January 2018 to January 2021, a total of 950 patients diagnosed with thyroid nodules (n = 1113) in our hospital were retrospectively analyzed. Among the 1113 nodules, single PTC in 527 patients confirmed by surgery was studied for their aggressive biological behavior. The patterns of echogenic foci were classified as: no echogenic foci, sparse punctate echogenic foci, focal punctate echogenic foci, diffuse punctate echogenic foci, petal-like punctate echogenic foci, comet-tail artifacts, coarse echogenic foci, peripheral rim (eggshell echogenic foci), and mixed echogenic foci. The clinical and ultrasonographic characteristics were also analyzed. A univariate analysis was performed, and binary logistic regression was performed to screen independent risk factors. RESULTS For the differential diagnosis of PTC, age < 50 years, size <1.1 cm, hypoechoic or very hypoechoic, aspect ratio > 1, irregular shape, types II (punctate echogenic foci) and VI (mixed echogenic foci) were independent risk factors. For the aggressive biological behavior of PTC, male sex, age<42 years, size <1.0 cm, types IIb (focal punctate echogenic foci), IIc (diffuse punctate echogenic foci), and VI (mixed echogenic foci) were independent risk factors for predicting cervical lymph node metastasis of PTC. CONCLUSION Echogenic foci are useful in diagnosing PTC and predicting aggressiveness of PTC, which contribute to screening invasive PTC and avoiding overdiagnosis and overtreatment.
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Affiliation(s)
- Guojuan Wang
- Department of Ultrasound, Lanzhou University Second Hospital, Lanzhou, Gansu, China
| | - Fang Nie
- Department of Ultrasound, Lanzhou University Second Hospital, Lanzhou, Gansu, China
| | - Yanfang Wang
- Department of Ultrasound, Lanzhou University Second Hospital, Lanzhou, Gansu, China
| | - Peihua Wang
- Department of Ultrasound, Lanzhou University Second Hospital, Lanzhou, Gansu, China
| | - Lan Wang
- Department of Ultrasound, Lanzhou University Second Hospital, Lanzhou, Gansu, China
| | - Xiao Fan
- Department of Ultrasound, Lanzhou University Second Hospital, Lanzhou, Gansu, China
| | - Zhenxian Ma
- Department of Ultrasound, Lanzhou University Second Hospital, Lanzhou, Gansu, China
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8
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Li Y, He H, Li W, Zhao J, Ge N, Zhang Y, Luo Y. Efficacy and safety of radiofrequency ablation for calcified benign thyroid nodules: results of over 5 years' follow-up. BMC Med Imaging 2022; 22:75. [PMID: 35459125 PMCID: PMC9027040 DOI: 10.1186/s12880-022-00795-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2022] [Accepted: 03/30/2022] [Indexed: 11/25/2022] Open
Abstract
Purpose To evaluate the efficacy and safety of radiofrequency ablation (RFA) for treating calcified benign thyroid nodules (CBTNs). Methods Fifty-two patients with 52 CBTNs who underwent RFA in our hospital were included in this retrospective study. According to the size of calcifications, CBTNs were divided into two groups: the punctate echogenic foci (PEF) group and macrocalcification group. Moreover, the macrocalcification group was further subdivided into two groups, the strong group and the weak group, based on their morphologic characteristics. After the RFA procedure, routine ultrasound (US) and clinical evaluation were performed at 1, 3, 6 and 12 months postoperatively and every 12 months thereafter. Results The mean follow-up time was 68.98 ± 7.68 months (60–87 months), and the 5-year mean volume reduction rate (VRR) after RFA was 92.95%, with a complication rate of 0.6% (3/52). The mean initial volume of the macrocalcification group was significantly larger than that of the PEF group (9.94 ± 24.60 ml vs. 0.23 ± 0.22 ml, respectively; P = 0.011). Thus, their VRRs were not comparable between the two groups. However, baseline characteristics did not show statistically significant differences between the strong and weak macrocalcification subgroups. The VRRs of the strong subgroup were significantly lower than those of the weak subgroup at the 3-year, 4-year, and 5-year follow-ups. Conclusion RFA was effective and safe for treating CBTNs. Strong macrocalcification was related to the VRR of CBTNs after the RFA procedure.
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Affiliation(s)
- Yi Li
- Department of Ultrasound, Medical School of Chinese PLA, Beijing, China.,Department of Ultrasound, the First Medical Centre, Chinese PLA General Hospital, Beijing, China
| | - Hongying He
- Department of Ultrasound, the First Medical Centre, Chinese PLA General Hospital, Beijing, China
| | - Wen Li
- Department of Ultrasound, Medical School of Chinese PLA, Beijing, China.,Department of Ultrasound, the First Medical Centre, Chinese PLA General Hospital, Beijing, China
| | - Jiahang Zhao
- Department of Ultrasound, Medical School of Chinese PLA, Beijing, China.,Department of Ultrasound, the First Medical Centre, Chinese PLA General Hospital, Beijing, China
| | - Naiqiao Ge
- Department of Ultrasound, Medical School of Chinese PLA, Beijing, China.,Department of Ultrasound, the First Medical Centre, Chinese PLA General Hospital, Beijing, China
| | - Yan Zhang
- Department of Ultrasound, the First Medical Centre, Chinese PLA General Hospital, Beijing, China.
| | - Yukun Luo
- Department of Ultrasound, the First Medical Centre, Chinese PLA General Hospital, Beijing, China.
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9
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Ha EJ, Chung SR, Na DG, Ahn HS, Chung J, Lee JY, Park JS, Yoo RE, Baek JH, Baek SM, Cho SW, Choi YJ, Hahn SY, Jung SL, Kim JH, Kim SK, Kim SJ, Lee CY, Lee HK, Lee JH, Lee YH, Lim HK, Shin JH, Sim JS, Sung JY, Yoon JH, Choi M. 2021 Korean Thyroid Imaging Reporting and Data System and Imaging-Based Management of Thyroid Nodules: Korean Society of Thyroid Radiology Consensus Statement and Recommendations. Korean J Radiol 2021; 22:2094-2123. [PMID: 34719893 PMCID: PMC8628155 DOI: 10.3348/kjr.2021.0713] [Citation(s) in RCA: 115] [Impact Index Per Article: 38.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2021] [Accepted: 09/10/2021] [Indexed: 11/15/2022] Open
Abstract
Incidental thyroid nodules are commonly detected on ultrasonography (US). This has contributed to the rapidly rising incidence of low-risk papillary thyroid carcinoma over the last 20 years. The appropriate diagnosis and management of these patients is based on the risk factors related to the patients as well as the thyroid nodules. The Korean Society of Thyroid Radiology (KSThR) published consensus recommendations for US-based management of thyroid nodules in 2011 and revised them in 2016. These guidelines have been used as the standard guidelines in Korea. However, recent advances in the diagnosis and management of thyroid nodules have necessitated the revision of the original recommendations. The task force of the KSThR has revised the Korean Thyroid Imaging Reporting and Data System and recommendations for US lexicon, biopsy criteria, US criteria of extrathyroidal extension, optimal thyroid computed tomography protocol, and US follow-up of thyroid nodules before and after biopsy. The biopsy criteria were revised to reduce unnecessary biopsies for benign nodules while maintaining an appropriate sensitivity for the detection of malignant tumors in small (1-2 cm) thyroid nodules. The goal of these recommendations is to provide the optimal scientific evidence and expert opinion consensus regarding US-based diagnosis and management of thyroid nodules.
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Affiliation(s)
- Eun Ju Ha
- Department of Radiology, Ajou University School of Medicine, Suwon, Korea
| | - Sae Rom Chung
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Dong Gyu Na
- Department of Radiology, GangNeung Asan Hospital, University of Ulsan College of Medicine, Gangneung, Korea.
| | - Hye Shin Ahn
- Department of Radiology, Chung-Ang University Hospital, Chung-Ang University College of Medicine, Seoul, Korea
| | - Jin Chung
- Department of Radiology, Ewha Womans University School of Medicine, Seoul, Korea
| | - Ji Ye Lee
- Department of Radiology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Jeong Seon Park
- Department of Radiology, Hanyang University College of Medicine, Hanyang University Hospital, Seoul, Korea
| | - Roh-Eul Yoo
- Department of Radiology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Jung Hwan Baek
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Sun Mi Baek
- Department of Radiology, Haeundae Sharing and Happiness Hospital, Busan, Korea
| | - Seong Whi Cho
- Department of Radiology, Kangwon National University Hospital, Chuncheon, Korea
| | - Yoon Jung Choi
- Department of Radiology, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Soo Yeon Hahn
- Department of Radiology and Center for Imaging Science, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - So Lyung Jung
- Department of Radiology, Yeouido St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
| | - Ji-Hoon Kim
- Department of Radiology, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, Korea
| | - Seul Kee Kim
- Department of Radiology, Chonnam National University Hwasun Hospital, Chonnam National University Medical School, Hwasun, Korea
| | - Soo Jin Kim
- Department of Radiology, New Korea Hospital, Gimpo, Korea
| | - Chang Yoon Lee
- Department of Radiology, Research Institute and Hospital, National Cancer Center, Goyang, Korea
| | - Ho Kyu Lee
- Department of Radiology, Jeju National University, Jeju, Korea
| | - Jeong Hyun Lee
- Department of Radiology and Research Institute of Radiology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Young Hen Lee
- Department of Radiology, Ansan Hospital, Korea University College of Medicine, Ansan, Korea
| | - Hyun Kyung Lim
- Department of Radiology, Soonchunhyang University Seoul Hospital, Seoul, Korea
| | - Jung Hee Shin
- Department of Radiology and Center for Imaging Science, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Jung Suk Sim
- Department of Radiology, Withsim Clinic, Seongnam, Korea
| | - Jin Young Sung
- Department of Radiology and Thyroid Center, Daerim St. Mary's Hospital, Seoul, Korea
| | - Jung Hyun Yoon
- Department of Radiology, Research Institute of Radiological Science, Yonsei University College of Medicine, Seoul, Korea
| | - Miyoung Choi
- Division for Healthcare Technology Assessment Research, National Evidence-based Healthcare Collaborating Agency, Seoul, Korea
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Shin HS, Na DG, Paik W, Yoon SJ, Gwon HY, Noh BJ, Kim WJ. Malignancy Risk Stratification of Thyroid Nodules with Macrocalcification and Rim Calcification Based on Ultrasound Patterns. Korean J Radiol 2021; 22:663-671. [PMID: 33660454 PMCID: PMC8005340 DOI: 10.3348/kjr.2020.0381] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2020] [Revised: 10/25/2020] [Accepted: 11/03/2020] [Indexed: 11/24/2022] Open
Abstract
Objective To determine the association of macrocalcification and rim calcification with malignancy and to stratify the malignancy risk of thyroid nodules with macrocalcification and rim calcification based on ultrasound (US) patterns. Materials and Methods The study included a total of 3603 consecutive nodules (≥ 1 cm) with final diagnoses. The associations of macrocalcification and rim calcification with malignancy and malignancy risk of the nodules were assessed overall and in subgroups based on the US patterns of the nodules. The malignancy risk of the thyroid nodules was categorized as high (> 50%), intermediate (upper-intermediate: > 30%, ≤ 50%; lower-intermediate: > 10%, ≤ 30%), and low (≤ 10%). Results Macrocalcification was independently associated with malignancy in all nodules and solid hypoechoic (SH) nodules (p < 0.001). Rim calcification was not associated with malignancy in all nodules (p = 0.802); however, it was independently associated with malignancy in partially cystic or isoechoic and hyperechoic (PCIH) nodules (p = 0.010). The malignancy risks of nodules with macrocalcification were classified as upper-intermediate and high in SH nodules, and as low and lower-intermediate in PCIH nodules based on suspicious US features. The malignancy risks of nodules with rim calcification were stratified as low and lower-intermediate based on suspicious US features. Conclusion Macrocalcification increased the malignancy risk in all and SH nodules with or without suspicious US features, with low to high malignancy risks depending on the US patterns. Rim calcification increased the malignancy risk in PCIH nodules, with low and lower-intermediate malignancy risks based on suspicious US features. However, the role of rim calcification in risk stratification of thyroid nodules remains uncertain.
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Affiliation(s)
- Hwa Seon Shin
- Department of Radiology, Gyeongsang National University Hospital, Jinju, Korea
| | - Dong Gyu Na
- Department of Radiology, Gangneung Asan Hospital, University of Ulsan College of Medicine, Gangneung, Korea.
| | - Wooyul Paik
- Department of Radiology, Gangneung Asan Hospital, University of Ulsan College of Medicine, Gangneung, Korea
| | - So Jin Yoon
- Department of Radiology, Gangneung Asan Hospital, University of Ulsan College of Medicine, Gangneung, Korea
| | - Hye Yun Gwon
- Department of Radiology, Gangneung Asan Hospital, University of Ulsan College of Medicine, Gangneung, Korea
| | - Byeong Joo Noh
- Department of Pathology, Gangneung Asan Hospital, University of Ulsan College of Medicine, Gangneung, Korea
| | - Won Jun Kim
- Department of Endoclinology, Gangneung Asan Hospital, University of Ulsan College of Medicine, Gangneung, Korea
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11
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Karsa A, Punwani S, Shmueli K. An optimized and highly repeatable MRI acquisition and processing pipeline for quantitative susceptibility mapping in the head-and-neck region. Magn Reson Med 2020; 84:3206-3222. [PMID: 32621302 DOI: 10.1002/mrm.28377] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2019] [Revised: 05/06/2020] [Accepted: 05/23/2020] [Indexed: 02/11/2024]
Abstract
PURPOSE Quantitative Susceptibility Mapping (QSM) is an emerging technique sensitive to disease-related changes including oxygenation. It is extensively used in brain studies and has increasing clinical applications outside the brain. Here we present the first MRI acquisition protocol and QSM pipeline optimized for the head-and-neck region together with a repeatability analysis performed in healthy volunteers. METHODS We investigated both the intrasession and the intersession repeatability of the optimized method in 10 subjects. We also implemented two, Tikhonov-regularisation-based susceptibility calculation techniques that were found to have higher contrast-to-noise than existing methods in the head-and-neck region. Repeatability was evaluated by calculating the distributions of susceptibility differences between repeated scans and the corresponding minimum detectable effect sizes (MDEs). RESULTS Deep brain regions had higher QSM repeatability than neck regions. As expected, intrasession repeatability was generally better than intersession repeatability. Susceptibility maps calculated using projection onto dipole fields for background field removal were more repeatable than using the Laplacian boundary value method in the head-and-neck region. Small (short-axis diameter <5 mm) lymph nodes had the lowest repeatability (MDE = 0.27 ppm) as imperfect segmentation included some of the surrounding paramagnetic fatty fascia, highlighting the importance of accurate region delineation. MDEs in the larger lymph nodes (0.16 ppm), submandibular glands (0.10 ppm), and especially the parotid glands (0.06 ppm) were much lower, comparable to those of the brain regions. CONCLUSIONS The high repeatability of the acquisition and pipeline optimized for QSM will facilitate clinical studies in the head-and-neck region.
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Affiliation(s)
- Anita Karsa
- Department of Medical Physics and Biomedical Engineering, University College London, London, United Kingdom
- Centre for Medical Imaging, University College London, London, United Kingdom
| | - Shonit Punwani
- Centre for Medical Imaging, University College London, London, United Kingdom
| | - Karin Shmueli
- Department of Medical Physics and Biomedical Engineering, University College London, London, United Kingdom
- Centre for Medical Imaging, University College London, London, United Kingdom
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12
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Gwon HY, Na DG, Noh BJ, Paik W, Yoon SJ, Choi SJ, Shin DR. Thyroid Nodules with Isolated Macrocalcifications: Malignancy Risk of Isolated Macrocalcifications and Postoperative Risk Stratification of Malignant Tumors Manifesting as Isolated Macrocalcifications. Korean J Radiol 2020; 21:605-613. [PMID: 32323506 PMCID: PMC7183826 DOI: 10.3348/kjr.2019.0523] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2019] [Accepted: 01/19/2020] [Indexed: 12/15/2022] Open
Abstract
Objective To determine the malignancy risk of isolated macrocalcifications (a calcified nodule with complete posterior acoustic shadowing) detected on ultrasonography (US) and to evaluate the postoperative American Thyroid Association (ATA) risk stratification of malignant tumors manifesting as isolated macrocalcifications. Materials and Methods A total of 3852 thyroid nodules (≥ 1 cm) of 3061 consecutive patients who had undergone biopsy between January 2011 and June 2018 were included in this study. We assessed the prevalence, malignancy rate, and size distribution of isolated macrocalcifications and evaluated the histopathologic features and postoperative ATA risk stratification of malignant tumors manifesting as isolated macrocalcifications. Results Isolated macrocalcifications were found in 38 (1.2%) of the 3061 patients. Final diagnosis was established in 30 (78.9%) nodules; seven malignant tumors were diagnosed as papillary thyroid carcinomas (PTCs). The malignancy rate of the isolated macrocalcifications was 23.3% in the 30 nodules with final diagnoses and 18.4% in all nodules. Among the six surgically-treated malignant tumors, five (83.3%) had an extrathyroidal extension (ETE) (minor ETE 1, gross ETE 4), and two (33.3%) had macroscopic lymph node metastasis. Four (66.7%) malignant tumors were categorized as high-risk tumors, one as an intermediate-risk tumor, and one as a low-risk tumor using the ATA risk stratification. Histopathologically, out of the six malignant tumors, ossifications were noted in four (66.7%) and predominant calcifications in two (33.3%). Conclusion The US pattern of isolated macrocalcifications (≥ 1 cm) showed an intermediate malignancy risk (at least 18.4%). All malignant tumors were PTCs, and most showed an aggressive behavior and a high or intermediate postoperative ATA risk.
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Affiliation(s)
- Hye Yun Gwon
- Department of Radiology, GangNeung Asan Hospital, Gangneung, Korea
| | - Dong Gyu Na
- Department of Radiology, GangNeung Asan Hospital, Gangneung, Korea.
| | - Byeong Joo Noh
- Department of Pathology, GangNeung Asan Hospital, Gangneung, Korea
| | - Wooyul Paik
- Department of Radiology, GangNeung Asan Hospital, Gangneung, Korea
| | - So Jin Yoon
- Department of Radiology, GangNeung Asan Hospital, Gangneung, Korea
| | - Soo Jung Choi
- Department of Radiology, GangNeung Asan Hospital, Gangneung, Korea
| | - Dong Rock Shin
- Department of Radiology, GangNeung Asan Hospital, Gangneung, Korea
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13
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Molecular Aspects of Thyroid Calcification. Int J Mol Sci 2020; 21:ijms21207718. [PMID: 33086487 PMCID: PMC7589718 DOI: 10.3390/ijms21207718] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2020] [Revised: 10/14/2020] [Accepted: 10/15/2020] [Indexed: 02/06/2023] Open
Abstract
In thyroid cancer, calcification is mainly present in classical papillary thyroid carcinoma (PTC) and in medullary thyroid carcinoma (MTC), despite being described in benign lesions and in other subtypes of thyroid carcinomas. Thyroid calcifications are classified according to their diameter and location. At ultrasonography, microcalcifications appear as hyperechoic spots ≤ 1 mm in diameter and can be named as stromal calcification, bone formation, or psammoma bodies (PBs), whereas calcifications > 1 mm are macrocalcifications. The mechanism of their formation is still poorly understood. Microcalcifications are generally accepted as a reliable indicator of malignancy as they mostly represent PBs. In order to progress in terms of the understanding of the mechanisms behind calcification occurring in thyroid tumors in general, and in PTC in particular, we decided to use histopathology as the basis of the possible cellular and molecular mechanisms of calcification formation in thyroid cancer. We explored the involvement of molecules such as runt-related transcription factor-2 (Runx-2), osteonectin/secreted protein acidic and rich in cysteine (SPARC), alkaline phosphatase (ALP), bone sialoprotein (BSP), and osteopontin (OPN) in the formation of calcification. The present review offers a novel insight into the mechanisms underlying the development of calcification in thyroid cancer.
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14
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Wei P, Jiang N, Ding J, Xiang J, Wang L, Wang H, Gu Y, Luo D, Han Z. The Diagnostic Role of Computed Tomography for ACR TI-RADS 4-5 Thyroid Nodules With Coarse Calcifications. Front Oncol 2020; 10:911. [PMID: 32582556 PMCID: PMC7289989 DOI: 10.3389/fonc.2020.00911] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2019] [Accepted: 05/11/2020] [Indexed: 11/23/2022] Open
Abstract
Objectives: Coarse calcifications are prone to cause echo attenuation during ultrasonography (US) and hence affect the classification of benign and malignant nodules. This study aimed to investigate the diagnostic role of computed tomography (CT) for differentiating the American College of Radiology (ACR) Thyroid Imaging Reporting and Data System (TI-RADS) 4–5 nodules with coarse calcifications. Methods: CT data of 216 ACR TI-RADS 4–5 nodules with coarse calcifications confirmed by surgery and pathology in 207 patients were analyzed retrospectively. Halo sign, artifacts, and CT values (i.e., Hounsfield unit) of the nodules were determined by two radiologists. Univariate analysis and binary logistic regression were used to determine the relationship of halo sign, artifact, and CT value with benign nodules. A predictive model for benign nodules with coarse calcifications was then constructed. The receiver operating characteristic (ROC) curve was used to analyze the predictive value of halo sign, artifact, CT value, and logistic regression model. Results: Of the 216 ACR TI-RADS 4–5 nodules with coarse calcifications, 170 were benign and 46 were malignant. There were 92 benign and 7 malignant nodules with halo sign (χ2 = 22.067, P < 0.001), and 79 benign and 10 malignant nodules with artifacts (χ2 = 9.140, P < 0.001). The CT values of benign and malignant nodules were 791 (543–1,025) Hu and 486 (406–670) Hu, respectively (Z = −5.394, P < 0.001). Binary logistic regression demonstrated that the halo sign, artifact, and CT value were independent predictors for benign nodules with coarse calcifications. The area under the ROC curve (AUC) of halo sign, artifact, CT value and regression model for predicting benign nodules with coarse calcifications were 0.776, 0.711, 0.784, and 0.850, respectively, and the optimal threshold of CT value was 627.5 Hu. Conclusion: Halo sign, artifact, and CT value > 627.5 Hu were helpful for identifying ACR TI-RADS 4–5 thyroid benign nodules with coarse calcifications. The diagnostic performance of the logistic regression model was higher than that of any single indicator. Accurate identification of these indicators could identify benign nodules and reduce unnecessary surgical trauma.
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Affiliation(s)
- Peiying Wei
- Department of Radiology, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Niandong Jiang
- Department of Radiology, Chunan County Hospital of Traditional Chinese Medicine, Hangzhou, China
| | - Jinwang Ding
- Department of Surgical Oncology, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - JingJing Xiang
- Department of Pathology, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Luoyu Wang
- Department of Radiology, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou, China.,Department of Psychology, Institute of Psychological Sciences, Hangzhou Normal University, Hangzhou, China
| | - Haibin Wang
- Department of Radiology, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Ying Gu
- Department of Ultrasonography, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - DingCun Luo
- Department of Surgical Oncology, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Zhijiang Han
- Department of Radiology, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou, China
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15
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Wei PY, Jiang ND, Xiang JJ, Xu CK, Ding JW, Wang HB, Luo DC, Han ZJ. Hounsfield Unit Values in ACR TI-RADS 4-5 Thyroid Nodules with Coarse Calcifications: An Important Imaging Feature Helpful for Diagnosis. Cancer Manag Res 2020; 12:2711-2717. [PMID: 32368148 PMCID: PMC7184120 DOI: 10.2147/cmar.s242524] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2019] [Accepted: 04/02/2020] [Indexed: 11/23/2022] Open
Abstract
Purpose The purpose of this study is to investigate the diagnostic role of Hounsfield unit (HU) values on noncontrast computed tomography (CT) for differentiating benignity from malignancy in the American College of Radiology (ACR) Thyroid Imaging Reporting and Data System (TI-RADS) 4-5 nodules with coarse calcifications. Patients and Methods CT images of 216 ACR TI-RADS 4-5 nodules with coarse calcifications from 207 patients who underwent surgery in our hospital between 2017 and 2019 were retrospectively reviewed. The average HU values (AHUVs) and maximum HU values (MHUVs) of the nodules were measured on noncontrast CT. The distribution of AHUVs and MHUVs in benign and malignant nodules with coarse calcifications was analyzed using the Mann-Whitney test. Receiver operating characteristic (ROC) curves were used to identify the best cut-off values. Diagnostic performances were assessed according to the area under the ROC curve (AUC), sensitivity and specificity. Results Of the 216 ACR TI-RADS 4-5 nodules with coarse calcifications, 170 were benign and 46 were malignant. The AHUVs of benign and malignant nodules were 791 HU [interquartile range (IQR), 543-1025 HU] and 486 HU (IQR, 406-670 HU), respectively (P < 0.001). The MHUVs of benign and malignant nodules were 1084 HU (IQR, 717-1477 HU) and 677 HU (IQR, 441-986 HU), respectively (P < 0.001). The AUCs for AHUVs and MHUVs for predicting benign nodules with coarse calcifications were 0.759 and 0.732, and the cut-off values were 627.5 HU and 806.0 HU, with sensitivities of 67.6% and 68.8% and specificities of 73.9% and 67.4%, respectively. The sensitivity and specificity of the combination were 68.8% and 76.1%. Conclusion AHUVs and MHUVs were helpful in differentiating benignity from malignancy in ACR TI-RADS 4-5 nodules with coarse calcifications. This may provide an important basis for reducing misdiagnosis and unnecessary aspiration or surgical trauma.
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Affiliation(s)
- Pei-Ying Wei
- Department of Radiology, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou, People's Republic of China
| | - Nian-Dong Jiang
- Department of Radiology, Chunan County Hospital of Traditional Chinese Medicine, Hangzhou, People's Republic of China
| | - Jing-Jing Xiang
- Department of Pathology, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou, People's Republic of China
| | - Chen-Ke Xu
- Department of Medical Ultrasound, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou, People's Republic of China
| | - Jin-Wang Ding
- Department of Surgical Oncology, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou, People's Republic of China
| | - Hai-Bin Wang
- Department of Radiology, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou, People's Republic of China
| | - Ding-Cun Luo
- Department of Surgical Oncology, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou, People's Republic of China
| | - Zhi-Jiang Han
- Department of Radiology, Affiliated Hangzhou First People's Hospital, Zhejiang University School of Medicine, Hangzhou, People's Republic of China
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16
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Xue S, Han Z, Lu Q, Wang P, Chen G. Clinical and Ultrasonic Risk Factors for Lateral Lymph Node Metastasis in Papillary Thyroid Microcarcinoma: A Systematic Review and Meta-Analysis. Front Oncol 2020; 10:436. [PMID: 32309215 PMCID: PMC7145902 DOI: 10.3389/fonc.2020.00436] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2019] [Accepted: 03/11/2020] [Indexed: 12/15/2022] Open
Abstract
Background: Clinical and ultrasonic risk factors for lateral lymph node metastasis (LLNM) in papillary thyroid microcarcinoma (PTMC) are not well-defined. Herein, a systematic review and meta-analysis was conducted to investigate clinicopathologic and ultrasonic risk features for LLNM in PTMC. Methods: A systematic search of electronic databases (PubMed, Embase, Cochrane Library, and Web of Science) for studies published until April 2019 was performed. Case–control studies and randomized controlled trials that studied clinical and ultrasonic risk factors of LLNM in PTMC were included. Results: Fourteen studies (all retrospective studies) involving 43,750 patients met final inclusion criteria. From the pooled analyses, younger age<45 (OR, 1.55; 95% CI, 1.16–2.07; P = 0.003), male patients (OR, 1.94; 95% CI, 1.55–2.42; P < 0.00), extrathyroidal extension (OR, 3.63; 95% CI, 2.28–5.77; P <0.00), tumor multifocality (OR, 2.24; 95% CI, 1.53–3.28; P <0.00), tumor > 0.5 cm (OR, 2.24; 95% CI, 1.53–3.28; P < 0.00), central lymph node metastasis (OR, 5.61; 95% CI, 4.64–6.79; P < 0.00), >25% tumor contact with thyroid capsule (OR, 6.66; 95% CI, 1.96–22.65; P = 0.002), tumor calcification (OR, 2.90; 95% CI, 1.71–4.93; P < 0.00), upper tumor (OR, 3.18; 95% CI, 2.23–4.55; P < 0.00) were significantly associated with increased risk of LLNM in PTMC, while Hashimoto's thyroiditis and other ultrasonic features (solid tumor, hypoechoic tumor, smooth margin, and taller than wide tumor) were not significantly associated with LLNM in PTMC. Conclusions: Our analysis identified several clinicopathologic and ultrasonic factors associated with LLNM in PTMC. This finding highlights the need for a cautious and frequent postoperative surveillance of the lateral neck in high-risk PTMC patients. Moreover, high-risk ultrasonic features also need to be considered during selection of PTMC for active surveillance.
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Affiliation(s)
- Shuai Xue
- Department of Thyroid Surgery, The 1st Hospital of Jilin University, Changchun, China
| | - Zhe Han
- Department of Thyroid Surgery, The 1st Hospital of Jilin University, Changchun, China
| | - Qiyu Lu
- Department of Thyroid Surgery, The 1st Hospital of Jilin University, Changchun, China
| | - Peisong Wang
- Department of Thyroid Surgery, The 1st Hospital of Jilin University, Changchun, China
| | - Guang Chen
- Department of Thyroid Surgery, The 1st Hospital of Jilin University, Changchun, China
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17
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Paik W, Na DG, Gwon HY, Kim J. CT features of thyroid nodules with isolated macrocalcifications detected by ultrasonography. Ultrasonography 2019; 39:130-136. [PMID: 31962383 PMCID: PMC7065983 DOI: 10.14366/usg.19045] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2019] [Accepted: 10/23/2019] [Indexed: 12/18/2022] Open
Abstract
Purpose A thyroid nodule with an isolated macrocalcification is visualized as a calcified nodule with complete posterior shadowing on ultrasonography (US). This study aimed to determine the computed tomography (CT) features of isolated macrocalcifications detected using US. Methods This study included 20 patients who had thyroid nodules with isolated macroalcifications and underwent neck CT or chest CT. The patients were enrolled from a sample of 82 patients with isolated macrocalcifications detected by US drawn from 7,142 consecutive patients who underwent thyroid biopsy at two institutions. We evaluated the CT features of nodules with isolated macrocalcifications and categorized them as central or rim calcifications. We assessed the nodule size and the frequency of nondiagnostic fine-needle aspiration (FNA) results and malignant tumors according to the CT features of isolated macrocalcifications. Results CT scans showed central calcifications in 18 (90.0%) and rim calcifications in two (10.0%) of the 20 nodules with isolated macrocalcifications. Among the 18 nodules with central isolated macrocalcifications, complete compact calcification was found in six nodules and partial coarse calcification in 12 nodules. In 18 nodules with central isolated macrocalcifications, the nondiagnostic FNA rate and frequency of malignant tumors were not significantly different between complete and partial central calcifications (P=0.620 and P=0.999, respectively). Malignant tumors were only found in nodules with central isolated macrocalcifications. Conclusion The majority of nodules with isolated macrocalcifications showed central calcifications on CT. Thyroid nodules with isolated macrocalcifications detected by US should not be classified as having a type of rim or peripheral calcification.
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Affiliation(s)
- Wooyul Paik
- Department of Radiology, Gangneung Asan Hospital, University of Ulsan College of Medicine, Gangneung, Korea
| | - Dong Gyu Na
- Department of Radiology, Gangneung Asan Hospital, University of Ulsan College of Medicine, Gangneung, Korea.,Department of Radiology, Human Medical Imaging and Intervention Center, Seoul, Korea
| | - Hye Yun Gwon
- Department of Radiology, Gangneung Asan Hospital, University of Ulsan College of Medicine, Gangneung, Korea
| | - Jinna Kim
- Department of Radiology, Yonsei University College of Medicine, Seoul, Korea
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18
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Kushchayeva YS, Kushchayev SV, Startzell M, Cochran E, Auh S, Dai Y, Lightbourne M, Skarulis M, Brown RJ. Thyroid Abnormalities in Patients With Extreme Insulin Resistance Syndromes. J Clin Endocrinol Metab 2019; 104:2216-2228. [PMID: 30657911 PMCID: PMC6482021 DOI: 10.1210/jc.2018-02289] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/24/2018] [Accepted: 01/11/2019] [Indexed: 12/16/2022]
Abstract
CONTEXT Insulin and leptin may increase growth and proliferation of thyroid cells, underlying an association between type 2 diabetes and papillary thyroid cancer (PTC). Patients with extreme insulin resistance due to lipodystrophy or insulin receptor mutations (INSR) are treated with high-dose insulin and recombinant leptin (metreleptin), which may increase the risk of thyroid neoplasia. OBJECTIVE The aim of this study was to analyze thyroid structural abnormalities in patients with lipodystrophy and INSR mutations and to assess whether insulin, IGF-1, and metreleptin therapy contribute to the thyroid growth and neoplasia in this population. DESIGN Thyroid ultrasound characteristics were analyzed in 81 patients with lipodystrophy and 11 with INSR (5 homozygous; 6 heterozygous). Sixty patients were taking metreleptin. RESULTS The prevalence of thyroid nodules in children with extreme insulin resistance (5 of 30, 16.7%) was significantly higher than published prevalence for children (64 of 3202; 2%), with no difference between lipodystrophy and INSR. Body surface area-adjusted thyroid volume was larger in INSR homozygotes vs heterozygotes or lipodystrophy (10.4 ± 5.1, 3.9 ± 1.5, and 6.2 ± 3.4 cm2, respectively. Three patients with lipodystrophy and one INSR heterozygote had PTC. There were no differences in thyroid ultrasound features in patients treated vs not treated with metreleptin. CONCLUSION Children with extreme insulin resistance had a high prevalence of thyroid nodules, which were not associated with metreleptin treatment. Patients with homozygous INSR mutation had thyromegaly, which may be a novel phenotypic feature of this disease. Further studies are needed to determine the etiology of thyroid abnormalities in patients with extreme insulin resistance.
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Affiliation(s)
- Yevgeniya S Kushchayeva
- Diabetes, Endocrinology, and Obesity Branch, National Institute of Diabetes and Digestive and Kidney Diseases/National Institutes of Health, Bethesda, Maryland
| | | | - Megan Startzell
- Diabetes, Endocrinology, and Obesity Branch, National Institute of Diabetes and Digestive and Kidney Diseases/National Institutes of Health, Bethesda, Maryland
| | - Elaine Cochran
- Diabetes, Endocrinology, and Obesity Branch, National Institute of Diabetes and Digestive and Kidney Diseases/National Institutes of Health, Bethesda, Maryland
| | - Sungyoung Auh
- Diabetes, Endocrinology, and Obesity Branch, National Institute of Diabetes and Digestive and Kidney Diseases/National Institutes of Health, Bethesda, Maryland
| | - Yuhai Dai
- Clinical Core Laboratory, National Institute of Diabetes and Digestive and Kidney Diseases/National Institutes of Health, Bethesda, Maryland
| | - Marissa Lightbourne
- National Institute of Child Health and Human Development/National Institutes of Health, Bethesda, Maryland
| | - Monica Skarulis
- Diabetes, Endocrinology, and Obesity Branch, National Institute of Diabetes and Digestive and Kidney Diseases/National Institutes of Health, Bethesda, Maryland
| | - Rebecca J Brown
- Diabetes, Endocrinology, and Obesity Branch, National Institute of Diabetes and Digestive and Kidney Diseases/National Institutes of Health, Bethesda, Maryland
- Correspondence and Reprint Requests: Rebecca J. Brown, MD, National Institutes of Health, Building 10, Room 6-5940, 10 Center Drive, Bethesda, Maryland 20892. E-mail:
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19
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Wildman-Tobriner B, Buda M, Hoang JK, Middleton WD, Thayer D, Short RG, Tessler FN, Mazurowski MA. Using Artificial Intelligence to Revise ACR TI-RADS Risk Stratification of Thyroid Nodules: Diagnostic Accuracy and Utility. Radiology 2019; 292:112-119. [PMID: 31112088 DOI: 10.1148/radiol.2019182128] [Citation(s) in RCA: 75] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
Background Risk stratification systems for thyroid nodules are often complicated and affected by low specificity. Continual improvement of these systems is necessary to reduce the number of unnecessary thyroid biopsies. Purpose To use artificial intelligence (AI) to optimize the American College of Radiology (ACR) Thyroid Imaging Reporting and Data System (TI-RADS). Materials and Methods A total of 1425 biopsy-proven thyroid nodules from 1264 consecutive patients (1026 women; mean age, 52.9 years [range, 18-93 years]) were evaluated retrospectively. Expert readers assigned points based on five ACR TI-RADS categories (composition, echogenicity, shape, margin, echogenic foci), and a genetic AI algorithm was applied to a training set (1325 nodules). Point and pathologic data were used to create an optimized scoring system (hereafter, AI TI-RADS). Performance of the systems was compared by using a test set of the final 100 nodules with interpretations from the expert reader, eight nonexpert readers, and an expert panel. Initial performance of AI TI-RADS was calculated by using a test for differences between binomial proportions. Additional comparisons across readers were conducted by using bootstrapping; diagnostic performance was assessed by using area under the receiver operating curve. Results AI TI-RADS assigned new point values for eight ACR TI-RADS features. Six features were assigned zero points, which simplified categorization. By using expert reader data, the diagnostic performance of ACR TI-RADS and AI TI-RADS was area under the receiver operating curve of 0.91 and 0.93, respectively. For the same expert, specificity of AI TI-RADS (65%, 55 of 85) was higher (P < .001) than that of ACR TI-RADS (47%, 40 of 85). For the eight nonexpert radiologists, mean specificity for AI TI-RADS (55%) was also higher (P < .001) than that of ACR TI-RADS (48%). An interactive AI TI-RADS calculator can be viewed at http://deckard.duhs.duke.edu/∼ai-ti-rads . Conclusion An artificial intelligence-optimized Thyroid Imaging Reporting and Data System (TI-RADS) validates the American College of Radiology TI-RADS while slightly improving specificity and maintaining sensitivity. Additionally, it simplifies feature assignments, which may improve ease of use. © RSNA, 2019 Online supplemental material is available for this article.
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Affiliation(s)
- Benjamin Wildman-Tobriner
- From the Department of Radiology, Duke University Hospital, 2301 Erwin Rd, Durham, NC 27701 (B.W.T., M.B., J.K.H., R.G.S., M.A.M.); Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (W.D.M., D.T.); and Department of Radiology, University of Alabama at Birmingham, Birmingham, Ala (F.N.T.)
| | - Mateusz Buda
- From the Department of Radiology, Duke University Hospital, 2301 Erwin Rd, Durham, NC 27701 (B.W.T., M.B., J.K.H., R.G.S., M.A.M.); Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (W.D.M., D.T.); and Department of Radiology, University of Alabama at Birmingham, Birmingham, Ala (F.N.T.)
| | - Jenny K Hoang
- From the Department of Radiology, Duke University Hospital, 2301 Erwin Rd, Durham, NC 27701 (B.W.T., M.B., J.K.H., R.G.S., M.A.M.); Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (W.D.M., D.T.); and Department of Radiology, University of Alabama at Birmingham, Birmingham, Ala (F.N.T.)
| | - William D Middleton
- From the Department of Radiology, Duke University Hospital, 2301 Erwin Rd, Durham, NC 27701 (B.W.T., M.B., J.K.H., R.G.S., M.A.M.); Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (W.D.M., D.T.); and Department of Radiology, University of Alabama at Birmingham, Birmingham, Ala (F.N.T.)
| | - David Thayer
- From the Department of Radiology, Duke University Hospital, 2301 Erwin Rd, Durham, NC 27701 (B.W.T., M.B., J.K.H., R.G.S., M.A.M.); Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (W.D.M., D.T.); and Department of Radiology, University of Alabama at Birmingham, Birmingham, Ala (F.N.T.)
| | - Ryan G Short
- From the Department of Radiology, Duke University Hospital, 2301 Erwin Rd, Durham, NC 27701 (B.W.T., M.B., J.K.H., R.G.S., M.A.M.); Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (W.D.M., D.T.); and Department of Radiology, University of Alabama at Birmingham, Birmingham, Ala (F.N.T.)
| | - Franklin N Tessler
- From the Department of Radiology, Duke University Hospital, 2301 Erwin Rd, Durham, NC 27701 (B.W.T., M.B., J.K.H., R.G.S., M.A.M.); Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (W.D.M., D.T.); and Department of Radiology, University of Alabama at Birmingham, Birmingham, Ala (F.N.T.)
| | - Maciej A Mazurowski
- From the Department of Radiology, Duke University Hospital, 2301 Erwin Rd, Durham, NC 27701 (B.W.T., M.B., J.K.H., R.G.S., M.A.M.); Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (W.D.M., D.T.); and Department of Radiology, University of Alabama at Birmingham, Birmingham, Ala (F.N.T.)
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20
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Gao Z, Lu Q, Yan J. Value of differential diagnosis of contrast-enhanced ultrasound in benign and malignant thyroid nodules with microcalcification. Oncol Lett 2019; 17:4545-4549. [PMID: 30944643 PMCID: PMC6444473 DOI: 10.3892/ol.2019.10107] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2018] [Accepted: 01/28/2019] [Indexed: 01/03/2023] Open
Abstract
Value of differential diagnosis of contrast-enhanced ultrasound in benign and malignant thyroid nodules with microcalcification was explored. A total of 184 patients with thyroid nodules with microcalcification, treated in People's Hospital of Shanxi Province from April 2015 to March 2017, were selected as research subjects. Contrast-enhanced ultrasound was used for imaging examination of the thyroid nodules. Three regions of interest were drawn at the positions with the strongest ultrasound imaging, for which the time-intensity curve (TIC), time to peak (Tp), peak intensity (Peak), area under curve (AUC) and mean transit time (MTT) were obtained separately. The features of contrast-enhanced ultrasound for malignant thyroid nodules were manifested as irregular focus edge, unclear boundary, low fiber reinforcement of the whole focus, uneven distribution of images and blood perfusion defect inside the focus, especially severe blood perfusion defect in the nodule center. The TIC showed a slow ascending and slow descending trend in general. The TIC features and the features of contrast-enhanced ultrasound for malignant thyroid nodules were prominently different from those for benign thyroid nodules. Compared with those in the surrounding normal tissues of thyroid gland, the Peak was remarkably shorter, and the AUC was notably smaller in the center and edge of malignant thyroid nodules (P<0.05); and the nodule center had obviously shorter Peak and smaller AUC than the nodule edge (P<0.05). Furthermore, in comparison with those of malignant thyroid nodules, the Peak was extended and AUC was enlarged markedly in the center and edge of benign thyroid nodules (P<0.05). In conclusion, the contrast-enhanced ultrasound can preferably compare the lesions of benign and malignant thyroid nodules with microcalcification, which possesses certain value in the differential diagnosis of benign and malignant thyroid nodules.
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Affiliation(s)
- Zhixiang Gao
- Department of Ultrasound, People's Hospital of Shanxi Province, Taiyuan, Shanxi 030012, P.R. China
| | - Qin Lu
- Department of Ultrasound, People's Hospital of Shanxi Province, Taiyuan, Shanxi 030012, P.R. China
| | - Jiping Yan
- Department of Ultrasound, People's Hospital of Shanxi Province, Taiyuan, Shanxi 030012, P.R. China
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21
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Kim BK, Lee EM, Kim JH, Oak SY, Kwon SK, Choi YS, Kim YO. Relationship between ultrasonographic and pathologic calcification patterns in papillary thyroid cancer. Medicine (Baltimore) 2018; 97:e12675. [PMID: 30313060 PMCID: PMC6203561 DOI: 10.1097/md.0000000000012675] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/20/2017] [Accepted: 09/07/2018] [Indexed: 11/03/2022] Open
Abstract
Ultrasonographic microcalcification is highly related to papillary thyroid cancer (PTC) and pathologic psammoma body is a poor prognostic factor. However, it is little known about whether the microcalcifications seen on ultrasonography are consistent with the pathologic psammoma bodies. We evaluated the relationship between ultrasonographic (US) calcification types and pathologic calcification features, and the consistency between observed pathologic and US calcifications.US calcifications were classified into microcalcification (MC) and nonmicrocalcification (non-MC) types, and pathologic calcifications were classified into 3 types: psammoma bodies, stromal calcifications, and ossifications.Among the 411 nodules that were reviewed by a pathologist, 38.9% (n = 160) had any type of US calcification. The larger the size of pathologic calcification, the more calcification was present in US (psammoma 46.1% < stromal 53.7% < ossification 73.3%). Psammoma bodies occurred in all US MC type. Ossification nodules occurred in nearly all (92.3%) non-MC type. The stromal-only nodules were 36.8% MC-type and 63.2% non-MC type. MC-type had a significantly higher odds ratio than non-MC type for predicting psammoma bodies according to the logistic regression.The presence of MC in ultrasonography was consistent with the presence of psammoma bodies. This study suggests that US identification of MC may be a useful prognostic indicator of PTC aggressiveness.
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Affiliation(s)
| | | | | | | | | | | | - Young Ok Kim
- Department of Pathology, Kosin University College of Medicine, Busan, Korea
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22
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Zhang LX, Xiang JJ, Wei PY, Ding JW, Luo DC, Peng ZY, Han ZJ. Diagnostic value of computed tomography (CT) histogram analysis in thyroid benign solitary coarse calcification nodules. J Zhejiang Univ Sci B 2018; 19:211-217. [PMID: 29504314 DOI: 10.1631/jzus.b1700119] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
This study was to investigate the diagnostic value of the computed tomography (CT) histogram in thyroid benign solitary coarse calcification nodules (BSCNs). A total of 89 thyroid solitary coarse calcification nodules (coarse calcification ≥5 mm, no definite soft tissue around calcification) confirmed either by surgery or histopathological examination in 86 cases enrolled from January 2009 to December 2015 were evaluated. These included 56 BSCNs and 33 malignant solitary coarse calcification nodules (MSCNs). Overall, 27 cut-off values were calculated by N (4≤N≤30) times of 50 Hounsfield units (HU) in the range of 200 to 1500 HU, and each cut-off value and the differences in the corresponding area percentages in the CT histogram were recorded for BSCN and MSCN. The optimal cut-off value and the corresponding area percentage were established by receiver operating characteristic (ROC) curve analysis. In the 19 groups with an ROC area under curve (AUC) of more than 0.7, at a cut-off value of 800 HU and at an area percentage of no more than 93.8%, the ROC AUC reached the maximum of 0.79, and the accuracy, sensitivity, and specificity were 75.3%, 80.4%, and 66.7%, respectively. At a cut-off value of 1050 HU and at an area percentage of no more than 93.6%, the accuracy, sensitivity, and specificity were 71.9%, 60.7%, and 90.9%, respectively. At a cut-off of 1150 HU and area of no more than 98.4%, the accuracy, sensitivity, and specificity were 70.8%, 57.1%, and 93.9%, respectively. At a cut-off of 600 HU and area of no more than 12.1%, the accuracy, sensitivity, and specificity were 61.8%, 39.3%, and 100.0%, respectively. Compared with the cut-off value of 800 HU and an area percentage of no more than 93.8%, the sensitivity of cut-off values and minimum areas of 1050 HU and 93.6%, of 1150 HU and 98.4%, and of 600 HU and 12.1%, was gradually decreasing; however, their specificity was gradually increasing. This can provide an important basis for reducing the misdiagnosis and unnecessary surgical trauma.
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Affiliation(s)
- Le-Xing Zhang
- Department of Radiology, Hangzhou First People's Hospital, Hangzhou 310006, China
| | - Jing-Jing Xiang
- Department of Radiology, Hangzhou First People's Hospital, Hangzhou 310006, China
| | - Pei-Ying Wei
- Department of Radiology, Hangzhou First People's Hospital, Hangzhou 310006, China
| | - Jin-Wang Ding
- Department of Radiology, Hangzhou First People's Hospital, Hangzhou 310006, China
| | - Ding-Cun Luo
- Department of Radiology, Hangzhou First People's Hospital, Hangzhou 310006, China
| | - Zhi-Yi Peng
- Department of Radiology, Hangzhou First People's Hospital, Hangzhou 310006, China
| | - Zhi-Jiang Han
- Department of Radiology, Hangzhou First People's Hospital, Hangzhou 310006, China
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Bilici S, Yigit O, Onur F, Hamit B, Nazli MA, Gunver F, Karagoz Y. Histopathological investigation of intranodular echogenic foci detected by thyroid ultrasonography. Am J Otolaryngol 2017; 38:608-613. [PMID: 28709635 DOI: 10.1016/j.amjoto.2017.07.002] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2017] [Accepted: 07/04/2017] [Indexed: 10/19/2022]
Abstract
OBJECTIVE To determine the predictability of sonography for detection of calcifications in thyroid nodules by histopathologic examination and to demonstrate the association between calcification pattern and malignancy. METHODS We prospectively evaluated 81 dominant nodules from 81 patients. Thyroid glands were assessed preoperatively with thyroid ultrasonography, and the presence of sonographic calcification was specified as intranodular macro (coarse) and micro calcification. Micro and macro calcification in surgery specimens were specified postoperatively as present or absent in the histopathological evaluation. The correlation between sonographic and histopathologic calcifications and the relationship between malignancy and calcification patterns were determined. RESULTS Calcification was detected histopathologically in 66.7% of the sonographically calcified nodules and in 12.8% of the sonographically noncalcified nodules. The sensitivity and specificity of sonography for detecting histopathologic calcification were 84.8 and 70.8%, respectively, while positive and negative predictive values were 66.7 and 87.2%, respectively. The sonographical and histopathological outcomes for detection of macro and micro calcification showed 85 and 50% compatibility, respectively. The difference in malignancy rates between sonographic macro and micro calcified nodules was not significant (p=0.976). Histopathologic detection of calcification showed no significant difference between malignant and benign nodules (p=0.129). CONCLUSION Histopathology confirmed a high rate of sonographic macrocalcifications. The micro and macro patterns of sonographic calcification showed no particular association with thyroid malignancy. The preoperative risk of malignancy should be determined in conjunction with other known sonographic risk factors and diagnostic tests.
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Computed Tomography Features of Benign and Malignant Calcified Thyroid Nodules. J Comput Assist Tomogr 2017; 41:937-940. [DOI: 10.1097/rct.0000000000000618] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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25
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Özemir İA, Bayraktar B, Anılır E, Orhun K, Eren T, Sağıroğlu J, Ceyran AB, Yiğitbaşı R, Alimoğlu O. The association of papillary thyroid cancer with microcalcification in thyroidnodules with indeterminate cytology based on fine-needle aspiration biopsy. Turk J Med Sci 2016; 46:1719-1723. [PMID: 28081315 DOI: 10.3906/sag-1509-84] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2015] [Accepted: 03/04/2016] [Indexed: 11/03/2022] Open
Abstract
BACKGROUND/AIM Microcalcifications are generally accepted as highly specific for thyroid malignancy, especially for papillary thyroid carcinoma (PTC). The aim of this study was to determine the significance of microcalcification within nodules that were classified as being of “indeterminate cytology” (IC) according to fine-needle aspiration biopsy. MATERIALS AND METHODS Patients who underwent thyroidectomy between January 2010 and 2013 were included in the study. Nodules identified as “atypia/follicular lesion of undetermined significance", "follicular neoplasm/suspicious for follicular neoplasm", or "suspicious for malignancy" were categorized as IC. Patients were subcategorized depending on the presence of microcalcification (Group 1) or its absence (Group 2). The relationship between microcalcification and PTC was evaluated in the IC group retrospectively. RESULTS Indeterminate cytology was detected in 135 (28.5%) of 473 patients. Microcalcification was detected in 27 (20%) of 135 nodules and classified as Group 1, while the remaining 108 (80%) patients were classified as Group 2. According to the final pathology results, PTC was diagnosed in 13 of 27 (48.1%) patients in Group 1 and 29 of 108 (26.8%) patients in Group 2. A statistically significant relation between microcalcification and malignancy was determined in the IC group (P < 0.05). CONCLUSION Surgery might be considered primarily for patients harboring nodule(s) with IC accompanied by microcalcification due to increased risk of PTC.
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Affiliation(s)
- İbrahim Ali Özemir
- Department of General Surgery, Faculty of Medicine, İstanbul Medeniyet University Göztepe Education and Research Hospital, İstanbul, Turkey
| | - Barış Bayraktar
- Department of General Surgery, Faculty of Medicine, İstanbul Medeniyet University Göztepe Education and Research Hospital, İstanbul, Turkey
| | - Ender Anılır
- Department of General Surgery, Faculty of Medicine, İstanbul Medeniyet University Göztepe Education and Research Hospital, İstanbul, Turkey
| | - Kıvılcım Orhun
- Department of General Surgery, Faculty of Medicine, İstanbul Medeniyet University Göztepe Education and Research Hospital, İstanbul, Turkey
| | - Tunç Eren
- Department of General Surgery, Faculty of Medicine, İstanbul Medeniyet University Göztepe Education and Research Hospital, İstanbul, Turkey
| | - Jülide Sağıroğlu
- Department of General Surgery, Faculty of Medicine, İstanbul Medeniyet University Göztepe Education and Research Hospital, İstanbul, Turkey
| | - Ayşe Bahar Ceyran
- Department of Pathology, Faculty of Medicine, İstanbul Medeniyet University Göztepe Education and Research Hospital, İstanbul, Turkey
| | - Rafet Yiğitbaşı
- Department of General Surgery, Faculty of Medicine, İstanbul Medeniyet University Göztepe Education and Research Hospital, İstanbul, Turkey
| | - Orhan Alimoğlu
- Department of General Surgery, Faculty of Medicine, İstanbul Medeniyet University Göztepe Education and Research Hospital, İstanbul, Turkey
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26
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Chen BD, Xu HX, Zhang YF, Liu BJ, Guo LH, Li DD, Zhao CK, Li XL, Wang D, Zhao SS. Calcification of thyroid nodules increases shear-wave speed (SWS) measurement: using multiple calcification-specific SWS cutoff values outperforms a single uniform cutoff value in diagnosing malignant thyroid nodules. Oncotarget 2016; 7:66149-66159. [PMID: 27588492 PMCID: PMC5323222 DOI: 10.18632/oncotarget.11710] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2016] [Accepted: 08/26/2016] [Indexed: 11/25/2022] Open
Abstract
Conventional ultrasound cannot satisfactorily distinguish malignant and benign thyroid nodules. Shear-wave elastography (SWE) can evaluate tissue stiffness and complement conventional ultrasound in diagnosing malignant nodules. However, calcification of nodules may affect the results of SWE. The purposes of this study are to compare the differences of shear-wave speed (SWS) measurement among different calcification groups and compare the diagnostic performance between using a single uniform SWS cutoff value and multiple individual calcification-specific cutoff values using technique of point SWS measurement. We retrospectively identified 517 thyroid nodules (346 benign and 171 malignant nodules) examined by conventional ultrasound and point SWS measurement. There were 177 non-calcified, 159 micro-calcified and 181 macro-calcified nodules. The diagnostic performance was evaluated by receiver operating characteristic (ROC) curve and area under the curve (AUC) was computed. The mean SWS in malignant nodules more than doubled that of benign nodules (4.81±2.03 m/s vs. 2.29±0.99 m/s, p<0.001). The mean SWS of nodules progressively increased from the non-calcification (2.60±1.49 m/s), to micro-calcification (3.27±1.85 m/s) and to macro-calcification (3.68±2.26 m/s) groups (p<0.001), which was true in both the benign and malignant nodules. If we used individual SWS cutoff values for non- (SWS >2.42 m/s), micro- (SWS >2.88 m/s) and macro-calcification (SWS >3.59 m/s) nodules in the whole group, the AUC was 0.859 (95% confidence interval [CI], 0.826-0.888), which was significantly better than the AUC of 0.816 (95% CI, 0.780-0.848) if a single uniform cutoff value (SWS >2.72 m/s) was applied to all the nodules regardless of calcification status (p=0.011). The cutoff values of SWS for different calcified nodules warrant future prospective validation.
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Affiliation(s)
- Bao-Ding Chen
- Department of Medical Ultrasound, Shanghai Tenth People's Hospital, Ultrasound Research and Educational Institute, Tongji University School of Medicine, Shanghai, China.,Department of Medical Ultrasound, Shanghai Tenth People's Hospital, Clinical College of Nanjing Medical University, Shanghai, China.,Thyroid Institute, Tongji University School of Medicine, Shanghai, China.,Shanghai Center of Thyroid Diseases, Shanghai, China.,Department of Medical Ultrasound, Affiliated Hospital of Jiangsu University, Zhenjiang, China
| | - Hui-Xiong Xu
- Department of Medical Ultrasound, Shanghai Tenth People's Hospital, Ultrasound Research and Educational Institute, Tongji University School of Medicine, Shanghai, China.,Department of Medical Ultrasound, Shanghai Tenth People's Hospital, Clinical College of Nanjing Medical University, Shanghai, China.,Thyroid Institute, Tongji University School of Medicine, Shanghai, China.,Shanghai Center of Thyroid Diseases, Shanghai, China
| | - Yi-Feng Zhang
- Department of Medical Ultrasound, Shanghai Tenth People's Hospital, Ultrasound Research and Educational Institute, Tongji University School of Medicine, Shanghai, China.,Department of Medical Ultrasound, Shanghai Tenth People's Hospital, Clinical College of Nanjing Medical University, Shanghai, China.,Thyroid Institute, Tongji University School of Medicine, Shanghai, China.,Shanghai Center of Thyroid Diseases, Shanghai, China
| | - Bo-Ji Liu
- Department of Medical Ultrasound, Shanghai Tenth People's Hospital, Ultrasound Research and Educational Institute, Tongji University School of Medicine, Shanghai, China.,Department of Medical Ultrasound, Shanghai Tenth People's Hospital, Clinical College of Nanjing Medical University, Shanghai, China.,Thyroid Institute, Tongji University School of Medicine, Shanghai, China.,Shanghai Center of Thyroid Diseases, Shanghai, China
| | - Le-Hang Guo
- Department of Medical Ultrasound, Shanghai Tenth People's Hospital, Ultrasound Research and Educational Institute, Tongji University School of Medicine, Shanghai, China.,Department of Medical Ultrasound, Shanghai Tenth People's Hospital, Clinical College of Nanjing Medical University, Shanghai, China.,Thyroid Institute, Tongji University School of Medicine, Shanghai, China.,Shanghai Center of Thyroid Diseases, Shanghai, China
| | - Dan-Dan Li
- Department of Medical Ultrasound, Shanghai Tenth People's Hospital, Ultrasound Research and Educational Institute, Tongji University School of Medicine, Shanghai, China.,Department of Medical Ultrasound, Shanghai Tenth People's Hospital, Clinical College of Nanjing Medical University, Shanghai, China.,Thyroid Institute, Tongji University School of Medicine, Shanghai, China.,Shanghai Center of Thyroid Diseases, Shanghai, China
| | - Chong-Ke Zhao
- Department of Medical Ultrasound, Shanghai Tenth People's Hospital, Ultrasound Research and Educational Institute, Tongji University School of Medicine, Shanghai, China.,Department of Medical Ultrasound, Shanghai Tenth People's Hospital, Clinical College of Nanjing Medical University, Shanghai, China.,Thyroid Institute, Tongji University School of Medicine, Shanghai, China.,Shanghai Center of Thyroid Diseases, Shanghai, China
| | - Xiao-Long Li
- Department of Medical Ultrasound, Shanghai Tenth People's Hospital, Ultrasound Research and Educational Institute, Tongji University School of Medicine, Shanghai, China.,Department of Medical Ultrasound, Shanghai Tenth People's Hospital, Clinical College of Nanjing Medical University, Shanghai, China.,Thyroid Institute, Tongji University School of Medicine, Shanghai, China.,Shanghai Center of Thyroid Diseases, Shanghai, China
| | - Dan Wang
- Department of Medical Ultrasound, Shanghai Tenth People's Hospital, Ultrasound Research and Educational Institute, Tongji University School of Medicine, Shanghai, China.,Department of Medical Ultrasound, Shanghai Tenth People's Hospital, Clinical College of Nanjing Medical University, Shanghai, China.,Thyroid Institute, Tongji University School of Medicine, Shanghai, China.,Shanghai Center of Thyroid Diseases, Shanghai, China
| | - Shuang-Shuang Zhao
- Department of Medical Ultrasound, Affiliated Hospital of Jiangsu University, Zhenjiang, China
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Shin JH, Baek JH, Chung J, Ha EJ, Kim JH, Lee YH, Lim HK, Moon WJ, Na DG, Park JS, Choi YJ, Hahn SY, Jeon SJ, Jung SL, Kim DW, Kim EK, Kwak JY, Lee CY, Lee HJ, Lee JH, Lee JH, Lee KH, Park SW, Sung JY. Ultrasonography Diagnosis and Imaging-Based Management of Thyroid Nodules: Revised Korean Society of Thyroid Radiology Consensus Statement and Recommendations. Korean J Radiol 2016; 17:370-95. [PMID: 27134526 PMCID: PMC4842857 DOI: 10.3348/kjr.2016.17.3.370] [Citation(s) in RCA: 622] [Impact Index Per Article: 77.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2016] [Accepted: 01/22/2016] [Indexed: 12/13/2022] Open
Abstract
The rate of detection of thyroid nodules and carcinomas has increased with the widespread use of ultrasonography (US), which is the mainstay for the detection and risk stratification of thyroid nodules as well as for providing guidance for their biopsy and nonsurgical treatment. The Korean Society of Thyroid Radiology (KSThR) published their first recommendations for the US-based diagnosis and management of thyroid nodules in 2011. These recommendations have been used as the standard guidelines for the past several years in Korea. Lately, the application of US has been further emphasized for the personalized management of patients with thyroid nodules. The Task Force on Thyroid Nodules of the KSThR has revised the recommendations for the ultrasound diagnosis and imaging-based management of thyroid nodules. The review and recommendations in this report have been based on a comprehensive analysis of the current literature and the consensus of experts.
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Affiliation(s)
- Jung Hee Shin
- Department of Radiology and Center for Imaging Science, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Korea
| | - Jung Hwan Baek
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul 05505, Korea
| | - Jin Chung
- Department of Radiology, Ewha Womans University School of Medicine, Seoul 07985, Korea
| | - Eun Joo Ha
- Department of Radiology, Ajou University School of Medicine, Suwon 16499, Korea
| | - Ji-Hoon Kim
- Department of Radiology, Seoul National University College of Medicine, Seoul 03080, Korea
| | - Young Hen Lee
- Department of Radiology, Ansan Hospital, Korea University College of Medicine, Ansan 15355, Korea
| | - Hyun Kyung Lim
- Department of Radiology, Soonchunhyang University Seoul Hospital, Seoul 04401, Korea
| | - Won-Jin Moon
- Department of Radiology, Konkuk University Medical Center, Konkuk University School of Medicine, Seoul 05030, Korea
| | - Dong Gyu Na
- Department of Radiology, Human Medical Imaging and Intervention Center, Seoul 06524, Korea
| | - Jeong Seon Park
- Department of Radiology, Hanyang University College of Medicine, Hanyang University Hospital, Seoul 04763, Korea
| | - Yoon Jung Choi
- Department of Radiology, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul 03181, Korea
| | - Soo Yeon Hahn
- Department of Radiology and Center for Imaging Science, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, Korea
| | - Se Jeong Jeon
- Department of Radiology, Wonkwang University Hospital, Iksan 54538, Korea
| | - So Lyung Jung
- Department of Radiology, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul 06591, Korea
| | - Dong Wook Kim
- Department of Radiology, Busan Paik Hospital, Inje University College of Medicine, Busan 47392, Korea
| | - Eun-Kyung Kim
- Department of Radiology, Severance Hospital, Research Institute of Radiological Science, Yonsei University College of Medicine, Seoul 03722, Korea
| | - Jin Young Kwak
- Department of Radiology, Severance Hospital, Research Institute of Radiological Science, Yonsei University College of Medicine, Seoul 03722, Korea
| | - Chang Yoon Lee
- Department of Radiology, Research Institute and Hospital, National Cancer Center, Goyang 10408, Korea
| | - Hui Joong Lee
- Department of Radiology, Kyungpook National University Hospital, Daegu 41944, Korea
| | - Jeong Hyun Lee
- Department of Radiology and Research Institute of Radiology, University of Ulsan College of Medicine, Asan Medical Center, Seoul 05505, Korea
| | - Joon Hyung Lee
- Department of Radiology, Dong-A University Medical Center, Busan 49201, Korea
| | - Kwang Hui Lee
- Department of Radiology, Newwoori Namsan Hospital, Busan 46224, Korea
| | - Sun-Won Park
- Department of Radiology, SMG-SNU Boramae Medical Center, Seoul National University College of Medicine, Seoul 07061, Korea
| | - Jin Young Sung
- Department of Radiology and Thyroid Center, Daerim St. Mary's Hospital, Seoul 07442, Korea
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28
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Na DG, Kim DS, Kim SJ, Ryoo JW, Jung SL. Thyroid nodules with isolated macrocalcification: malignancy risk and diagnostic efficacy of fine-needle aspiration and core needle biopsy. Ultrasonography 2015; 35:212-9. [PMID: 26810196 PMCID: PMC4939718 DOI: 10.14366/usg.15074] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2015] [Revised: 12/14/2015] [Accepted: 12/27/2015] [Indexed: 11/04/2022] Open
Abstract
Purpose: This study was performed to determine the malignancy risk of thyroid nodules with isolated macrocalcification and to evaluate the diagnostic efficacy of fine-needle aspiration (FNA) and core needle biopsy (CNB). Methods: From May 2008 to December 2014, a total of 44 patients with isolated macrocalcifications were enrolled from 4,081 consecutive patients who underwent FNA or CNB at a single institution. We assessed the malignancy risk of nodules with isolated macrocalcification. We compared the diagnostic results between FNA and CNB, and the diagnostic efficacy of each procedure was evaluated by the rate of inconclusive results. We compared the diagnostic performance for malignancy between FNA and CNB with a criterion of malignant or atypia/follicular lesion of undetermined significance (indeterminate) diagnostic results. We investigated whether the ultrasonographic feature of isolated macrocalcification was predictive of malignancy. Results: The malignancy risk of nodules with isolated macrocalcification was 16.1% in 31 nodules with final diagnoses and 11.4% in all nodules. CNB demonstrated a significantly lower rate of nondiagnostic and inconclusive results than FNA (7.7% vs. 53.8%, P=0.002 and 15.4% vs. 57.7%, P=0.003, respectively) in 26 nodules that underwent both FNA and CNB. CNB showed a marginally higher diagnostic performance for identifying malignancy than FNA (P=0.067). The ultrasonographic features of the anterior margin of isolated macrocalcification were not predictive of malignancy (P>0.999). Conclusion: Thyroid nodules with isolated macrocalcification had a low to intermediate malignancy risk and should not be considered benign nodules. CNB showed a higher diagnostic efficacy than FNA in these nodules.
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Affiliation(s)
- Dong Gyu Na
- Department of Radiology, Human Medical Imaging and Intervention Center, Seoul, Korea
| | - Dae Sik Kim
- Department of Radiology, Human Medical Imaging and Intervention Center, Seoul, Korea.,Department of Radiology, Incheon Medical Center, Incheon, Korea
| | - Soo Jin Kim
- Department of Radiology, Human Medical Imaging and Intervention Center, Seoul, Korea.,Department of Radiology, New Korea Hospital, Gimpo, Korea
| | - Jae Wook Ryoo
- Department of Radiology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - So Lyung Jung
- Department of Radiology, Seoul St. Mary's Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea
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29
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Yi KS, Kim JH, Na DG, Seo H, Min HS, Won JK, Yun TJ, Ryoo I, Kim SC, Choi SH, Sohn CH. Usefulness of core needle biopsy for thyroid nodules with macrocalcifications: comparison with fine-needle aspiration. Thyroid 2015; 25:657-64. [PMID: 25851539 PMCID: PMC4490626 DOI: 10.1089/thy.2014.0596] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
BACKGROUND This study was performed to determine the benefits of core needle biopsy (CNB), as compared with fine-needle aspiration (FNA), for the diagnosis of thyroid nodules with macrocalcifications. MATERIALS AND METHODS The institutional review board approved this retrospective study, and informed consent was waived. From February 2010 to March 2012, the study included 147 thyroid nodules with macrocalcification of 145 consecutive patients who underwent simultaneous FNA and CNB for each nodule. Diagnostic accuracy and inconclusive diagnoses, including nondiagnostic reading and atypia of undetermined significance or follicular lesion of undetermined significance reading were compared among FNA, CNB, and a combination of FNA and CNB (FNA/CNB) using McNemar's test; the benefits of CNB were calculated. RESULTS Compared to FNA, CNB and FNA/CNB showed fewer inconclusive diagnoses (FNA vs. CNB: 62/147 [42.2%] vs. 14/147 [9.5%], p<0.001; FNA vs. FNA/CNB 62/147 [42.2%] vs. 14/147 [9.5%], p<0.001), resulting in the avoidance of repeat FNA or diagnostic surgery in 48 of 62 patients (77.4%, respectively in CNB and FNA/CNB) who would have undergone these procedures if only FNA was performed. Compared to FNA, FNA/CNB showed higher sensitivity and accuracy (sensitivity: 23/32 [71.9%] vs. 31/32 [96.9%], p=0.008; accuracy: 77/86 [89.5%] vs. 85/86 [98.8%], p=0.008), resulting in avoidance of delayed surgery in eight of nine patients (88.9%) with thyroid cancer in whom the surgery would have been missed if FNA only had been performed. CONCLUSION In the workup of thyroid nodules with macrocalcification, compared with FNA alone, FNA/CNB decreases inconclusive diagnoses and increases sensitivity, thereby reducing repeated FNA procedures, diagnostic surgeries, and delayed therapeutic surgeries.
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Affiliation(s)
- Kyung Sik Yi
- Department of Radiology, Seoul National University Hospital, Seoul, Korea
- Department of Radiology, Chungbuk National University Hospital, Chungbuk, Korea
| | - Ji-hoon Kim
- Department of Radiology, Seoul National University Hospital, Seoul, Korea
| | - Dong Gyu Na
- Human Medical Imaging & Intervention Center, Seoul, Korea
| | - Hyobin Seo
- Healthcare System Gangnam Center, Seoul National University Hospital, Seoul, Korea
| | - Hye Sook Min
- Department of Pathology, Seoul National University Hospital, Seoul, Korea
- Department of Preventive Medicine, Graduate School of Public Health, Seoul National University Hospital, Seoul, Korea
| | - Jae-Kyung Won
- Department of Pathology, Seoul National University Hospital, Seoul, Korea
| | - Tae Jin Yun
- Department of Radiology, Seoul National University Hospital, Seoul, Korea
| | - Inseon Ryoo
- Department of Radiology, Korea University Guro Hospital, Seoul, Korea
| | - Su Chin Kim
- Department of Radiology, SNU Boramae Medical Center, Seoul, Korea
| | - Seung Hong Choi
- Department of Radiology, Seoul National University Hospital, Seoul, Korea
| | - Chul-Ho Sohn
- Department of Radiology, Seoul National University Hospital, Seoul, Korea
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30
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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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31
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Arpaci D, Ozdemir D, Cuhaci N, Dirikoc A, Kilicyazgan A, Guler G, Ersoy R, Cakir B. Evaluation of cytopathological findings in thyroid nodules with macrocalcification: macrocalcification is not innocent as it seems. ACTA ACUST UNITED AC 2014; 58:939-45. [DOI: 10.1590/0004-2730000003602] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2014] [Accepted: 08/10/2014] [Indexed: 11/22/2022]
Abstract
Objective Microcalcification is strongly correlated with papillary thyroid cancer. It is not clear whether macrocalcification is associated with malignancy. In this study, we aimed to assess the result of fine needle aspiration biopsies (FNAB) of thyroid nodules with macrocalcifications. Subjects and methods We retrospectively evaluated 269 patients (907 nodules). Macrocalcifications were classified as eggshell and parenchymal macrocalcification. FNAB results were divided into four groups: benign, malignant, suspicious for malignancy, and non-diagnostic. Results There were 79.9% female and 20.1% male and mean age was 56.9 years. Macrocalcification was detected in 46.3% nodules and 53.7% nodules had no macrocalcification. Parenchymal and eggshell macrocalcification were observed in 40.5% and 5.8% nodules, respectively. Cytologically, malignant and suspicious for malignancy rates were higher in nodules with macrocalcification compared to nodules without macrocalcification (p = 0.004 and p = 0.003, respectively). Benign and non-diagnostic cytology results were similar in two groups (p > 0.05). Nodules with eggshell calcification had higher rate of suspicious for malignancy and nodules with parenchymal macrocalcification had higher rates of malignant and suspicious for malignancy compared to those without macrocalcification (p = 0.01, p = 0.003 and p = 0.007, respectively). Conclusions Our findings suggest that macrocalcifications are not always benign and are not associated with increased nondiagnostic FNAB results. Macrocalcification, particularly the parenchymal type should be taken into consideration. Arq Bras Endocrinol Metab. 2014;58(9):939-45
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32
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Kim MH, Luo S, Ko SH, Jung SL, Lim DJ, Kim Y. Elastography can effectively decrease the number of fine-needle aspiration biopsies in patients with calcified thyroid nodules. ULTRASOUND IN MEDICINE & BIOLOGY 2014; 40:2329-2335. [PMID: 25023099 DOI: 10.1016/j.ultrasmedbio.2014.03.028] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/30/2013] [Revised: 03/12/2014] [Accepted: 03/26/2014] [Indexed: 06/03/2023]
Abstract
When calcification, frequently found in both benign and malignant nodules, is present in thyroid nodules, non-invasive differentiation with ultrasound becomes challenging. The goal of this study was to evaluate the utility of elastography in differentiating calcified thyroid nodules. Consecutive patients (165 patients with 196 nodules) referred for fine-needle aspiration who had undergone both ultrasound elastography and B-mode examinations were analyzed retrospectively. Calcification was present in 45 benign and 20 malignant nodules. On 65 calcified nodules, elastography had 95% sensitivity, 51.1% specificity, 46.3% positive predictive value and 95.8% negative predictive value in detecting malignancy. Twenty-three of 45 benign calcified nodules were correctly diagnosed with elastography compared with 4 of 45 by B-mode ultrasound. Although it is difficult to differentiate benign and malignant calcified thyroid nodules solely with B-mode ultrasound, elastography has the potential to reduce the number of fine-needle aspiration biopsies performed on calcified nodules.
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Affiliation(s)
- Min-Hee Kim
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Catholic University of Korea, Seoul, Korea
| | - Si Luo
- Department of Electrical Engineering, University of Washington, Seattle, Washington, USA
| | - Sun Hee Ko
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Catholic University of Korea, Seoul, Korea
| | - So-Lyung Jung
- Department of Radiology, Catholic University of Korea, Seoul, Korea
| | - Dong-Jun Lim
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Catholic University of Korea, Seoul, Korea.
| | - Yongmin Kim
- Department of Bioengineering, University of Washington, Seattle, Washington, USA; Department of Creative IT Engineering, Pohang University of Science and Technology Pohang, Pohang, Korea
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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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Campanella P, Ianni F, Rota CA, Corsello SM, Pontecorvi A. Quantification of cancer risk of each clinical and ultrasonographic suspicious feature of thyroid nodules: a systematic review and meta-analysis. Eur J Endocrinol 2014; 170:R203-11. [PMID: 24536085 DOI: 10.1530/eje-13-0995] [Citation(s) in RCA: 80] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
OBJECTIVE In order to quantify the risk of malignancy of clinical and ultrasonographic features of thyroid nodules (TNs), we did a systematic review and meta-analysis of published studies. METHODS We did a literature search in MEDLINE for studies published from 1st January 1989 until 31st December 2012. Studies were considered eligible if they investigated the association between at least one clinical/ultrasonographic feature and the risk of malignancy, did not have exclusion criteria for the detected nodules, had histologically confirmed the diagnoses of malignancy, and had a univariable analysis available. Two reviewers independently extracted data on study characteristics and outcomes. RESULTS The meta-analysis included 41 studies, for a total of 29678 TN. A higher risk of malignancy expressed in odds ratio (OR) was found for the following: nodule height greater than width (OR: 10.15), absent halo sign (OR: 7.14), microcalcifications (OR: 6.76), irregular margins (OR: 6.12), hypoechogenicity (OR: 5.07), solid nodule structure (OR: 4.69), intranodular vascularization (OR: 3.76), family history of thyroid carcinoma (OR: 2.29), nodule size ≥4 cm (OR: 1.63), single nodule (OR: 1.43), history of head/neck irradiation (OR: 1.29), and male gender (OR: 1.22). Interestingly, meta-regression analysis showed a higher risk of malignancy for hypoechoic nodules in iodine-sufficient than in iodine-deficient geographical areas. CONCLUSIONS The current meta-analysis verified and weighed out each suspicious clinical and ultrasonographic TN feature. The highest risk was found for nodule height greater than width, absent halo sign, and microcalcifications for ultrasonographic features and family history of thyroid carcinoma for clinical features. A meta-analysis-derived grading system of TN malignancy risk, validated on a large prospective cohort, could be a useful tool in TN diagnostic work-up.
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Affiliation(s)
- Paolo Campanella
- Unit of Endocrinology, Università Cattolica del Sacro Cuore, Largo Agostino Gemelli 8, 00168 Rome, Italy
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Abstract
Thyroid nodules are an extremely common endocrine disorder with a generally accepted prevalence of around 4% to 7%. Incidental thyroid nodules are typically nonpalpable thyroid nodules found during radiographic evaluation for a non-thyroid-related issue (eg, computed tomographic scan, positron emission tomography scan, carotid duplex). Incidental thyroid nodules are contributing to but are not the sole reason for the rising incidence of thyroid cancer in the Unites States and other developed nations.
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Wang Z, Zhang H, Zhang P, He L, Dong W. Diagnostic Value of Ultrasound-detected Calcification in Thyroid Nodules. ANNALS OF THE ACADEMY OF MEDICINE, SINGAPORE 2014. [DOI: 10.47102/annals-acadmedsg.v43n2p102] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Introduction: This study analyses the diagnostic value of ultrasonography (US) detection
for calcification in thyroid nodules. Materials and Methods: We analysed the preoperative
US findings and clinical characteristics of 577 malignant and 3434 benign thyroid
patients who underwent surgery in our hospital. Results: The malignant rate in patients
with microcalcification hyperechoic and tiny calcification foci ≤2 mm in diameter was
significantly higher than the non-calcification and other calcification group (P <0.001). The
malignant rate in single calcification nodule was significantly higher than that in multiple
nodule group (P <0.01). Most of the patients (37/39) with lymph node calcification were
malignant. The malignant rate of calcification and microcalcification was significantly
higher in patients <45 years old than in older patients (P <0.05). Conclusion: Compared
with other calcifications, microcalcification should be a better predictor of thyroid
carcinoma. Malignancy should be highly suspected in patients with single calcification
nodule, especially with lymph node calcification. Patients younger than 45 years of age
with calcification or microcalcification have a greater risk for thyroid carcinoma.
Key words: Age, Single nodule, Thyroid carcinoma, Ultrasonography
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Affiliation(s)
- Zhihong Wang
- The First Hospital of China Medical University, China
| | - Hao Zhang
- The First Hospital of China Medical University, China
| | - Ping Zhang
- The First Hospital of China Medical University, China
| | - Liang He
- The First Hospital of China Medical University, China
| | - Wenwu Dong
- The First Hospital of China Medical University, China
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Wu G, Zhou Z, Li T, Cai D, Wang Y. Do hyperechoic thyroid nodules on B-ultrasound represent calcification? J Int Med Res 2013; 41:848-54. [PMID: 23628919 DOI: 10.1177/0300060513480083] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
OBJECTIVE To explore the correlation between hyperechoic thyroid nodules observed on B-ultrasound and histological calcification seen in paraffin-wax sections. METHODS Records of patients who underwent surgical removal of thyroid nodules diagnosed on preoperative B-ultrasound were analysed retrospectively. Calcification present on B-ultrasound was compared with calcification seen in postoperative pathology specimens. RESULTS Of the 1,655 patients included in the study, 518 had malignant and 1,137 had benign thyroid nodules. Calcification on B-ultrasound was seen in 366 patients with malignant, and 414 with benign nodules. Calcification was confirmed on histology in 209 and 127 of these patients, respectively, giving a sensitivity and specificity for B-ultrasound in diagnosing calcification (compared with histology) of 95.87% and 47.67%, respectively, in thyroid cancer and 90.71%, and 71.21% respectively in benign thyroid nodules. Microcalcification was seen in 483 patients on B-ultrasound and in 186 on histology, of whom 294 (60.87%) and 152 (81.72%), respectively, had thyroid cancer. CONCLUSIONS B-ultrasound is a useful and accurate test for detecting calcification in thyroid nodules, with a high sensitivity. There is a close association between calcification (especially microcalcification) and thyroid cancer on both B-ultrasound and pathological examination.
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Affiliation(s)
- Gang Wu
- Department of General Surgery, Huashan Hospital, Fudan University, Shanghai, China.
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Takeda M, Mikami T, Numata Y, Okamoto M, Okayasu I. Papillary thyroid carcinoma with heterotopic ossification is a special subtype with extensive progression. Am J Clin Pathol 2013; 139:587-98. [PMID: 23596110 DOI: 10.1309/ajcpqzqn50hkiaha] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
An immunohistochemical study was conducted of 108 papillary carcinoma cases, including 48 cases with intratumoral heterotopic ossification (IHO). In 48 cases, papillary carcinoma with IHO was accompanied by nodular fibrosis. Cases of papillary carcinoma with IHO or nodular fibrosis showed higher incidences of lymph node metastasis, multifocal lesions, and extrathyroidal invasion than those without IHO and nodular fibrosis. A higher number of stromal myofibroblasts was observed in papillary carcinoma with IHO or nodular fibrosis than in that without fibrosis. Expression of both basic fibroblast growth factor (bFGF) and bone morphogenetic protein (BMP)-2 was the highest in papillary carcinoma with IHO. Papillary carcinoma with IHO showed higher vascular invasion and higher numbers of capillaries expressing nestin, which is associated with high expression of vascular endothelial growth factor (VEGF). Papillary carcinoma with IHO is a unique subtype with extensive progression including frequent lymph node metastasis, multifocality, and invasive behavior. Papillary carcinoma with IHO was correlated with expression of bFGF, BMP-2, and VEGF in the carcinoma cells, leading to neovascularization.
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Affiliation(s)
- Masahiko Takeda
- Department of Otorhinolaryngology, Head and Neck Surgery, Kitasato University School of Medicine, Sagamihara, Japan
- Department of Pathology, Kitasato University School of Medicine, Sagamihara, Japan
| | - Tetuo Mikami
- Department of Pathology, Kitasato University School of Medicine, Sagamihara, Japan
| | - Yoshiko Numata
- Department of Pathology, Kitasato University School of Medicine, Sagamihara, Japan
| | - Makito Okamoto
- Department of Otorhinolaryngology, Head and Neck Surgery, Kitasato University School of Medicine, Sagamihara, Japan
| | - Isao Okayasu
- Department of Pathology, Kitasato University School of Medicine, Sagamihara, Japan
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Kim BK, Choi YS, Kwon HJ, Lee JS, Heo JJ, Han YJ, Park YH, Kim JH. Relationship between patterns of calcification in thyroid nodules and histopathologic findings. Endocr J 2013; 60:155-60. [PMID: 23047541 DOI: 10.1507/endocrj.ej12-0294] [Citation(s) in RCA: 53] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Various patterns of calcification have been detected in benign and malignant thyroid nodules on ultrasonography (US). Microcalcification has been found to be highly associated with papillary thyroid carcinoma. However, other patterns of calcification have unclear clinical significance. The aim of this study was to evaluate which pattern of calcification could be predictive of malignancy. A total of 1,431 thyroid nodules of 1,078 patients who received preoperative ultrasound examinations and subsequently underwent thyroidectomy were retrospectively reviewed. The types of calcification were defined as follows: microcalcification, annular-like peripheral calcification, crescent-like peripheral calcification, intranodular coarse calcification, and calcified spot. Of these 1,431 nodules, 1,305 (91.1%) were thyroid carcinomas and 126 (8.9%) were benign nodules. Calcifications were detected in 38.6% (552/1,431) of all nodules. Calcifications were found in 40.2% (524/1,305) of malignant nodules and 22.2% (28/126) of benign nodules. Of the 524 malignant nodules with calcification, microcalcification was the most common pattern, occurring in 42.9% (225/524), and annular type was the least common pattern, occurring in 5.9% (31/524). Among the calcification types, only microcalcification and intranodular had a significant association with malignancy (p = 0.001, 0.035), with OR values of 3.5 (95% CI, 1.6-7.7) and 2.4 (95% CI, 1.1-5.6). Though using the patterns of calcification alone for predicting malignancy had limitation, microcalcification and intranodular calcification were significantly associated with malignancy.
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Affiliation(s)
- Bu Kyung Kim
- Department of Internal Medicine, Kosin University College of Medicine, Busan, Korea
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Oliver C, Vaillant-Lombard J, Albarel F, Berbis J, Veyrières J, Sebag F, Petit P. What is the contribution of elastography to thyroid nodules evaluation? ANNALES D'ENDOCRINOLOGIE 2011; 72:120-4. [DOI: 10.1016/j.ando.2011.03.016] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
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