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Chantasartrassamee P, Ongphiphadhanakul B, Suvikapakornkul R, Binsirawanich P, Sriphrapradang C. Artificial intelligence-enhanced infrared thermography as a diagnostic tool for thyroid malignancy detection. Ann Med 2024; 56:2425826. [PMID: 39512175 PMCID: PMC11552279 DOI: 10.1080/07853890.2024.2425826] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/26/2024] [Revised: 10/24/2024] [Accepted: 10/27/2024] [Indexed: 11/15/2024] Open
Abstract
INTRODUCTION Thyroid nodules are common, and investigation is crucial for excluding malignancy. Increased intranodular vascularity is frequently observed in malignant tumors, which can be detected through increased skin surface temperatures using noninvasive infrared thermography. We aimed to develop a diagnostic tool for thyroid cancer using infrared thermal images combined with an artificial intelligence (AI) algorithm. METHODS We conducted a prospective cross-sectional study involving participants with thyroid nodules undergoing thyroid surgery. Infrared thermal images were collected using a thermal camera on the day prior to surgery. In combination with the final thyroid pathological reports, we utilized a machine learning model based on the pre-trained ResNet50V2 model, a convolutional neural network, to evaluate diagnostic accuracy for malignancy diagnosis. RESULTS The study included 98 participants, 58 with malignant thyroid nodules and 40 with benign thyroid nodules, as determined by pathological results. The AI-enhanced infrared thermal image analyses demonstrated good performance in distinguishing between benign and malignant thyroid nodules, achieving an accuracy of 75% and a sensitivity of 78%. These parameters were slightly lower than those of the AI-model predictor that integrated current practice using preoperative thyroid ultrasound findings and cytological results, yielding an accuracy of 81% and a sensitivity of 84%. CONCLUSIONS The infrared thermal images, assisted by an AI model, exhibit good performance in distinguishing thyroid malignancy from benign nodules. This imaging modality has great potential to be used as a noninvasive screening tool for adjunct evaluation of thyroid nodules.
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Affiliation(s)
- Panpicha Chantasartrassamee
- Division of Endocrinology and Metabolism, Department of Medicine, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Boonsong Ongphiphadhanakul
- Division of Endocrinology and Metabolism, Department of Medicine, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Ronnarat Suvikapakornkul
- Breast and Endocrine Surgery Unit, Department of Surgery, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Panus Binsirawanich
- Department of Otolaryngology, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Chutintorn Sriphrapradang
- Division of Endocrinology and Metabolism, Department of Medicine, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
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Castilla Villanueva MÁ, Solis Cano DG, Amador Martínez A, Téliz Meneses MA, Baquera-Heredia J, Vallin Orozco CE, Loya Ceballos M. Individual Ultrasonographic Characteristics of Thyroid Nodules and Their Cytopathological Correlation to Determine Malignancy Risk. Cureus 2024; 16:e63918. [PMID: 39105015 PMCID: PMC11299551 DOI: 10.7759/cureus.63918] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/05/2024] [Indexed: 08/07/2024] Open
Abstract
Background Ultrasonographic evaluation of thyroid nodules is challenging due to their high frequency and low malignancy rate. The risk stratification system developed by the American College of Radiology (ACR) Thyroid Imaging Reporting and Data System (TI-RADS) focuses on addressing the primary contemporary objectives for these lesions, aiming to decrease unnecessary biopsies while maintaining a similar specificity compared with other risk stratification systems. Generally, when indicative of malignancy by ultrasound findings, the next best step in management is an evaluation by fine needle aspiration biopsy (FNAB) and cytological analysis with The Bethesda System for Reporting Thyroid Cytopathology (TBSRTC) results that determine further evaluation requirements, actions that are based on the risk of malignancy (ROM) of the assigned category, which could include surgical intervention. Objectives To validate and analyze the individual impact of each ultrasonographic finding indicative of malignancy in the ACR TI-RADS guidelines based on their respective correlation with results obtained by TBSRTC. Materials and method Reports for 212 thyroid ultrasound-guided FNABs from 2018 to 2020 were assessed. Only 117 had both ACR TI-RADS and TBSRTC reports available and were analyzed. Nodules were divided into two groups: ROM < 5% (Bethesda 1, 2; n = 58), and ROM > 5% (Bethesda 3, 4, 5, 6; n = 59). Statistical analysis was performed using the x2 test and bivariate logistic regression model for each characteristic included in ACR TI-RADS. Results Individual ultrasound characteristics with a more pronounced distribution towards the Bethesda > 5% malignancy group were: solid or almost completely solid composition (n=53, 62.3%), very hypoechoic echogenicity (n=3, 75%), wider-than-tall shape (n=50, 50.5%), lobulated or irregular margin (n=23, 65.7%), punctate echogenic foci (n=18, 72%), and thyroid isthmus location (n=6, 75%). Statistically significant individual ultrasonographic characteristics indicative of malignancy included solid or almost completely solid (p = 0.005), very hypoechoic echogenicity (p = 0.046), margin lobulated or irregular (p = 0.031), and punctate echogenic foci (p = 0.015). No significant association was found in the taller-than-wide shape for differentiating malignant from benign lesions (p = 0.969). Conclusions Specific ultrasound characteristics identified in the ACR TI-RADS system demonstrate a stronger correlation with an increased risk of malignancy when compared with cytologic evaluation results. These characteristics include a solid composition, lobulated or irregular margins, punctate echogenic foci, and very hypoechoic echogenicity. Our findings revealed that the scale points for the taller-than-wide characteristic do not adequately represent its true influence on the risk of malignancy.
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Boers T, Brink W, Bianchi L, Saccomandi P, van Hespen J, Wennemars G, Braak S, Versluis M, Manohar S. An anthropomorphic thyroid phantom for ultrasound-guided radiofrequency ablation of nodules. Med Phys 2024; 51:826-838. [PMID: 38141047 DOI: 10.1002/mp.16906] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2023] [Revised: 12/01/2023] [Accepted: 12/09/2023] [Indexed: 12/24/2023] Open
Abstract
BACKGROUND Needle-based procedures, such as fine needle aspiration and thermal ablation, are often applied for thyroid nodule diagnosis and therapeutic purposes, respectively. With blood vessels and nerves nearby, these procedures can pose risks in damaging surrounding critical structures. PURPOSE The development and validation of innovative strategies to manage these risks require a test object with well-characterized physical properties. For this work, we focus on the application of ultrasound-guided thermal radiofrequency ablation. METHODS We have developed a single-use anthropomorphic phantom mimicking the thyroid and surrounding anatomical and physiological structures that are relevant to ultrasound-guided thermal ablation. The phantom was composed of a mixture of polyacrylamide, water, and egg white extract and was cast using molds in multiple steps. The thermal, acoustical, and electrical characteristics were experimentally validated. The ablation zones were analyzed via non-destructive T2 -weighted magnetic resonance imaging scans utilizing the relaxometry changes of coagulated egg albumen, and the temperature distribution was monitored using an array of fiber Bragg grating sensors. RESULTS The physical properties of the phantom were verified both on ultrasound as well as in terms of the phantom response to thermal ablation. The final temperature achieved (92°C), the median percentage of the nodule ablated (82.1%), the median volume ablated outside the nodule (0.8 mL), and the median number of critical structures affected (0) were quantified. CONCLUSION An anthropomorphic phantom that can provide a realistic model for development and training in ultrasound-guided needle-based thermal interventions for thyroid nodules has been presented.
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Affiliation(s)
- Tim Boers
- Multi-Modality Medical Imaging group, TechMed Centre, University of Twente, Enschede, the Netherlands
| | - Wyger Brink
- Magnetic Detection and Imaging group, TechMed Centre, University of Twente, Enschede, the Netherlands
| | - Leonardo Bianchi
- Multi-Modality Medical Imaging group, TechMed Centre, University of Twente, Enschede, the Netherlands
- Department of Mechanical Engineering, Politecnico di Milano, Milan, Italy
| | - Paola Saccomandi
- Department of Mechanical Engineering, Politecnico di Milano, Milan, Italy
| | - Johan van Hespen
- Multi-Modality Medical Imaging group, TechMed Centre, University of Twente, Enschede, the Netherlands
| | - Germen Wennemars
- Magnetic Detection and Imaging group, TechMed Centre, University of Twente, Enschede, the Netherlands
| | - Sicco Braak
- Department of Radiology, Ziekenhuisgroep Twente, Almelo, the Netherlands
| | - Michel Versluis
- Physics of Fluids group, TechMed Centre, University of Twente, Enschede, the Netherlands
| | - Srirang Manohar
- Multi-Modality Medical Imaging group, TechMed Centre, University of Twente, Enschede, the Netherlands
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Alexander EK, Cibas ES. Diagnosis of thyroid nodules. Lancet Diabetes Endocrinol 2022; 10:533-539. [PMID: 35752200 DOI: 10.1016/s2213-8587(22)00101-2] [Citation(s) in RCA: 81] [Impact Index Per Article: 27.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/12/2021] [Revised: 03/11/2022] [Accepted: 03/18/2022] [Indexed: 12/22/2022]
Abstract
Thyroid nodules are common, usually asymptomatic, and often pose minimal risk to the affected patient. However, 10-15% prove malignant and serve as the rationale for diagnostic assessment. Safely identifying and treating a relevant thyroid cancer through a cost-effective process is the primary goal of the treating practitioner. Ultrasound is the principal means of initial nodule assessment and should be performed when any thyroid nodule is suspected. Fine-needle aspiration provides further cytological determination of benign or malignant disease and is generally applied to nodules larger than 1-2 cm in diameter, on the basis of holistic risk assessment. The Bethesda System for Reporting Thyroid Cytopathology provides standardised terminology, which enhances communication among health-care providers and patients. Benign cytology is highly accurate, whereas indeterminate cytology could benefit from further application of molecular testing. The ultimate goal of diagnostic assessment of thyroid nodules is to accurately identify malignancy while avoiding overtreatment. Low-risk thyroid nodules can be safely monitored in many patients with minimal diagnostic intervention.
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Affiliation(s)
- Erik K Alexander
- Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.
| | - Edmund S Cibas
- Department of Pathology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
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Linwa EMM, Ngom EM, Orock GEE, Ekoube CE, Linwa EEN, Budzi NM, Meh MG, Louis RN. Clinical profile and management of primary thyroid cancer in patients with nodular goitre at the Douala General Hospital, Cameroon. Pan Afr Med J 2021; 38:405. [PMID: 34381549 PMCID: PMC8325457 DOI: 10.11604/pamj.2021.38.405.25614] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2020] [Accepted: 04/08/2021] [Indexed: 12/02/2022] Open
Abstract
Introduction thyroid cancer (TC) is considered to have become the fastest growing cancer in terms of incidence worldwide. Despite literature reporting a prevalence of 5-10% in clinically identified thyroid nodules, Cameroon still has limited data on the profile of TCs in patients with Nodular Goitres (NGs). The Objective were to describe the epidemiological, diagnostic and therapeutic profiles of TCs in patients with nodular goitres at the Douala General Hospital (DGH). Methods this was a retrospective cross-sectional analysis of patient records with diagnoses of NGs, over 11 years (2006 to 2016) at the DGH. Results overall, 187 patients (mean age= 46.8±13.9 years, men=27 (14.4%)) were included; 43 (23%) cancers were identified. The most common histological type was papillary cancer (50%). Nodule size of >4cm and hypoechogenicity were independently associated with malignancy. Most patients presented with TNM stage II (47.4%) and well-differentiated cancers were considered to be predominantly at low-risk according to MACIS (55%) and AMES (74%) scores. Surgery was offered to 95.3% of patients. Conclusion TCs are frequent in patients with NGs with papillary cancer dominating. A high index of suspicion should be held if a nodule is >4cm and/or is hypoechogenic. Prognostic studies are needed to describe the outcome of TCs in our setting.
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Affiliation(s)
| | - Esthelle Minka Ngom
- Faculty of Medicine and Pharmaceutical Sciences, University of Douala, Douala, Cameroon
| | | | | | | | | | - Martin Geh Meh
- Faculty of Health Sciences, University of Buea, Buea, Cameroon
| | - Richard Njock Louis
- Faculty of Medicine and Biomedical Sciences University of Yaoundé I, Yaoundé, Cameroon
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Monib S, Farkas N, Abdelaziz MI. A Prospective Observational Study Assessing the Relationship Between Solitary Thyroid Nodule Size and Incidence of Malignancy. Cureus 2020; 12:e11422. [PMID: 33312818 PMCID: PMC7727775 DOI: 10.7759/cureus.11422] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/03/2022] Open
Abstract
Background Solitary thyroid nodule (STN) is a well-documented entity. Autopsy data indicate a 50% prevalence of thyroid nodules >10 mm in patients without clinical evidence of thyroid disease. Prevalence of palpable nodules is 4-7%. Solitary thyroid nodules are often asymptomatic and found incidentally. Fine needle aspiration cytology is recommended to determine the nature of the thyroid nodule. 5-10% of the thyroid nodules are found to be malignant following thyroidectomy. Objective Our study aims to explore the relationship between solitary thyroid nodule size and malignancy. Methods A prospective, observational analysis looking at preoperative thyroid ultrasound scan findings and post-operative histology for a total of 100 female patients referred to our unit within a university hospital from November 2016 to April 2019. Statistical analysis including One-Way ANOVA was performed where appropriate. Results Total number of patients was 100 female patients divided according to the size of the nodule into three groups with the correlation between the size of the nodule and the incidence of malignancy. Group A: Patients with a STN <20 mm; eight patients; post-operative histology = all benign. Group B: Patients with a STN measuring 20-40 mm; 80 patients: 68 patients were benign, and 12 patients (12%) were malignant (incidence of malignancy in the group is 15%). Group C: Patients with a STN >40 mm; 12 patients: eight patients were benign, four patients were malignant, (incidence of malignancy = 33%). Correlation between the size of the nodule and the incidence of malignancy: Group A: 0/8 malignancy; Group B: 12/80 patients were malignant; Group C: 4/12 malignant. Conclusion Our results suggest that the size of a solitary thyroid nodule cannot be reliably used for at predicting malignancy and should not be influencing patient’s management.
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Affiliation(s)
- Sherif Monib
- Breast Surgery, West Hertfordshire Hospitals NHS Trust, St. Albans and Watford General Hospitals, London, GBR
| | - Nicholas Farkas
- Surgery, West Hertfordshire Hospitals NHS Trust, St. Albans City Hospital, St. Albans, GBR
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Abdullah MI, Junit SM, Ng KL, Jayapalan JJ, Karikalan B, Hashim OH. Papillary Thyroid Cancer: Genetic Alterations and Molecular Biomarker Investigations. Int J Med Sci 2019; 16:450-460. [PMID: 30911279 PMCID: PMC6428975 DOI: 10.7150/ijms.29935] [Citation(s) in RCA: 205] [Impact Index Per Article: 34.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/14/2018] [Accepted: 12/04/2018] [Indexed: 11/05/2022] Open
Abstract
Papillary thyroid cancer (PTC) is the most prevalent form of malignancy among all cancers of the thyroid. It is also one of the few cancers with a rapidly increasing incidence. PTC is usually contained within the thyroid gland and generally biologically indolent. Prognosis of the cancer is excellent, with less than 2% mortality at 5 years. However, more than 25% of patients with PTC developed a recurrence during a long term follow-up. The present article provides an updated condensed overview of PTC, which focuses mainly on the molecular alterations involved and recent biomarker investigations.
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Affiliation(s)
- Mardiaty Iryani Abdullah
- Department of Molecular Medicine, Faculty of Medicine, University of Malaya, 50603 Kuala Lumpur, Malaysia
- Department of Biomedical Science, Kulliyyah of Allied Health Sciences, International Islamic University Malaysia, 25200 Kuantan, Pahang, Malaysia
| | - Sarni Mat Junit
- Department of Molecular Medicine, Faculty of Medicine, University of Malaya, 50603 Kuala Lumpur, Malaysia
| | - Khoon Leong Ng
- Department of Surgery, Faculty of Medicine, University of Malaya, 50603 Kuala Lumpur, Malaysia
| | - Jaime Jacqueline Jayapalan
- University of Malaya Centre for Proteomics Research, Faculty of Medicine, University of Malaya, 50603 Kuala Lumpur, Malaysia
| | - Barani Karikalan
- Perdana University, Jalan MAEPS Perdana, Serdang 43400, Selangor, Malaysia
| | - Onn Haji Hashim
- Department of Molecular Medicine, Faculty of Medicine, University of Malaya, 50603 Kuala Lumpur, Malaysia
- University of Malaya Centre for Proteomics Research, Faculty of Medicine, University of Malaya, 50603 Kuala Lumpur, Malaysia
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Renshaw AA, Gould EW. Adequate sampling of multiple thyroid nodules by fine-needle aspiration. Cancer Cytopathol 2017; 125:848-853. [PMID: 28759150 DOI: 10.1002/cncy.21904] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2017] [Revised: 07/17/2017] [Accepted: 07/17/2017] [Indexed: 01/21/2023]
Abstract
BACKGROUND Recommendations regarding how many nodules to biopsy with thyroid fine-needle aspiration vary. METHODS The authors reviewed fine-needle aspiration specimens of 12,763 nodules from 10,506 patients and correlated them with the number of nodules biopsied. RESULTS Compared with patients in whom only a single nodule was biopsied, patients in whom multiple nodules were biopsied were found to be significantly younger, more likely female, and to have larger tumors, and those tumors were more often papillary (all P<.001). On fine-needle aspiration, patients who had multiple nodules biopsied were more often diagnosed with benign findings (P<.001), but usually had no significant difference in the risk of malignancy associated with any cytologic diagnosis. Performing biopsy in 3 nodules detected all carcinomas in the current series. Combining all cases in the literature demonstrated that performing only 3 biopsies in a patient with at least 4 suspicious nodules had a risk of malignancy of 1.2%. CONCLUSIONS Biopsy of 3 different nodules in patients with multiple nodules appears to lower the risk of malignancy to that of a benign fine-needle aspiration specimen. Although exceptions can occur, cytologists may be able to improve the accuracy of their diagnoses by focusing predominantly on identifying papillary carcinoma after the first 2 nodules have been biopsied. Cancer Cytopathol 2017;125:848-53. © 2017 American Cancer Society.
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Affiliation(s)
- Andrew A Renshaw
- Department of Pathology, Baptist Hospital and Miami Cancer Institute, Miami, Florida
| | - Ewing W Gould
- Department of Pathology, Baptist Hospital and Miami Cancer Institute, Miami, Florida
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Cahoon EK, Nadyrov EA, Polyanskaya ON, Yauseyenka VV, Veyalkin IV, Yeudachkova TI, Maskvicheva TI, Minenko VF, Liu W, Drozdovitch V, Mabuchi K, Little MP, Zablotska LB, McConnell RJ, Hatch M, Peters KO, Rozhko AV, Brenner AV. Risk of Thyroid Nodules in Residents of Belarus Exposed to Chernobyl Fallout as Children and Adolescents. J Clin Endocrinol Metab 2017; 102:2207-2217. [PMID: 28368520 PMCID: PMC5505199 DOI: 10.1210/jc.2016-3842] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/01/2016] [Accepted: 03/16/2017] [Indexed: 11/19/2022]
Abstract
CONTEXT Although radiation exposure is an important predictor of thyroid cancer on diagnosis of a thyroid nodule, the relationship between childhood radiation exposure and thyroid nodules has not been comprehensively evaluated. OBJECTIVE To examine the association between internal I-131 thyroid dose and thyroid nodules in young adults exposed during childhood. DESIGN, SETTING, AND PARTICIPANTS In this cross-sectional study, we screened residents of Belarus aged ≤18 years at the time of the Chernobyl nuclear accident for thyroid disease (median age, 21 years) with thyroid palpation, ultrasonography, blood/urine analysis, and medical follow-up when appropriate. Eligible participants (N = 11,421) had intact thyroid glands and doses based on direct individual thyroid activity measurements. MAIN OUTCOME MEASURES Excess odds ratios per Gray (EOR/Gy, scaled at age 5 years at exposure) for any thyroid nodule and for nodules grouped by cytology/histology, diameter size, and singularity. RESULTS Risk of any thyroid nodule increased significantly with I-131 dose and, for a given dose, with younger age at exposure. The EOR/Gy (95% confidence intervals) for neoplastic nodules (3.82; 0.87 to 15.52) was significantly higher than for nonneoplastic nodules (0.32; <0.03 to 0.70) and did not vary by size; whereas the EOR/Gy for nonneoplastic nodules did vary by size (P = 0.02) and was 1.55 (0.36 to 5.46) for nodules ≥10 mm and 0.02 (<-0.02 to 0.70) for nodules <10 mm. EORs/Gy for single and multiple nodules were comparable. CONCLUSIONS Childhood exposure to internal I-131 is associated with increased risk of neoplastic thyroid nodules of any size and nonneoplastic nodules ≥10 mm.
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Affiliation(s)
- Elizabeth K. Cahoon
- Division of Cancer Epidemiology & Genetics, National Cancer Institute, Bethesda, Maryland 20892-9778
| | - Eldar A. Nadyrov
- The Republican Research Center for Radiation Medicine and Human Ecology, Gomel 246040, Belarus
| | - Olga N. Polyanskaya
- The Republican Research Center for Radiation Medicine and Human Ecology, Gomel 246040, Belarus
| | - Vasilina V. Yauseyenka
- The Republican Research Center for Radiation Medicine and Human Ecology, Gomel 246040, Belarus
| | - Ilya V. Veyalkin
- The Republican Research Center for Radiation Medicine and Human Ecology, Gomel 246040, Belarus
| | - Tamara I. Yeudachkova
- The Republican Research Center for Radiation Medicine and Human Ecology, Gomel 246040, Belarus
| | - Tamara I. Maskvicheva
- The Republican Research Center for Radiation Medicine and Human Ecology, Gomel 246040, Belarus
| | - Victor F. Minenko
- Belarusian Medical Academy of Post-Graduate Education, Minsk 220714, Belarus
| | - Wayne Liu
- Division of Cancer Epidemiology & Genetics, National Cancer Institute, Bethesda, Maryland 20892-9778
| | - Vladimir Drozdovitch
- Division of Cancer Epidemiology & Genetics, National Cancer Institute, Bethesda, Maryland 20892-9778
| | - Kiyohiko Mabuchi
- Division of Cancer Epidemiology & Genetics, National Cancer Institute, Bethesda, Maryland 20892-9778
| | - Mark P. Little
- Division of Cancer Epidemiology & Genetics, National Cancer Institute, Bethesda, Maryland 20892-9778
| | - Lydia B. Zablotska
- Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, California 94118
| | | | - Maureen Hatch
- Division of Cancer Epidemiology & Genetics, National Cancer Institute, Bethesda, Maryland 20892-9778
| | - Kamau O. Peters
- Division of Cancer Epidemiology & Genetics, National Cancer Institute, Bethesda, Maryland 20892-9778
| | - Alexander V. Rozhko
- The Republican Research Center for Radiation Medicine and Human Ecology, Gomel 246040, Belarus
| | - Alina V. Brenner
- Division of Cancer Epidemiology & Genetics, National Cancer Institute, Bethesda, Maryland 20892-9778
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Hwang SH, Kim EK, Moon HJ, Yoon JH, Kwak JY. Risk of Thyroid Cancer in Euthyroid Asymptomatic Patients with Thyroid Nodules with an Emphasis on Family History of Thyroid Cancer. Korean J Radiol 2016; 17:255-63. [PMID: 26957911 PMCID: PMC4781765 DOI: 10.3348/kjr.2016.17.2.255] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2015] [Accepted: 11/13/2015] [Indexed: 01/17/2023] Open
Abstract
Objective To determine the factors associated with thyroid cancer, focusing on first-degree family history and ultrasonography (US) features, in euthyroid asymptomatic patients with thyroid nodules. Materials and Methods This retrospective study included 1310 thyroid nodules of 1254 euthyroid asymptomatic patients who underwent US-guided fine-needle aspiration biopsy between November 2012 and August 2013. Nodule size and clinical risk factors–such as patient age, gender, first-degree family history of thyroid cancer, multiplicity on US and serum thyroid stimulating hormone (TSH) levels–were considered together with US features to compare benign and malignant nodules. Multiple logistic regression analysis was performed to assess the risk of thyroid malignancy according to clinical and US characteristics. Results Although all of the clinical factors and US findings were significantly different between patients with benign and malignant nodules, a solitary lesion on US (p = 0.041–0.043), US features and male gender (p < 0.001) were significant independent risk factors for thyroid malignancy in a multivariate analysis. Patient age, a first-degree family history of thyroid cancer and high normal serum TSH levels did not independently significantly increase the risk of thyroid cancer. However, multicollinearity existed between US assessment and patient age, first-degree family history of thyroid cancer and serum TSH values. Conclusion Ultrasonography findings should be the primary criterion used to decide the management of euthyroid asymptomatic patients with thyroid nodules. The concept of first-degree family history as a risk factor for thyroid malignancy should be further studied in asymptomatic patients.
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Affiliation(s)
- Shin Hye Hwang
- Department of Radiology, Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul 03722, Korea
| | - Eun-Kyung Kim
- Department of Radiology, Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul 03722, Korea
| | - Hee Jung Moon
- Department of Radiology, Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul 03722, Korea
| | - Jung Hyun Yoon
- Department of Radiology, Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul 03722, Korea
| | - Jin Young Kwak
- Department of Radiology, Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul 03722, Korea
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Slijepcevic N, Zivaljevic V, Marinkovic J, Sipetic S, Diklic A, Paunovic I. Retrospective evaluation of the incidental finding of 403 papillary thyroid microcarcinomas in 2466 patients undergoing thyroid surgery for presumed benign thyroid disease. BMC Cancer 2015; 15:330. [PMID: 25925164 PMCID: PMC4423135 DOI: 10.1186/s12885-015-1352-4] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2014] [Accepted: 04/23/2015] [Indexed: 12/22/2022] Open
Abstract
Background The aim of our study was to investigate the incidence of papillary thyroid microcarcinoma (PTMC) in patients operated for benign thyroid diseases (BTD) and its relation to age, sex, extent of surgery and type of BTD. Methods Retrospective study of 2466 patients who underwent thyroid surgery for BTD from 2008 to 2013. To determine independent predictors for PTMC we used three separate multivariate logistic regression models (MLR). Results There were 2128 (86.3%) females and 338 (13.7%) males. PTMC was diagnosed in 345 (16.2%) females and 58 (17.2%) males. Age ranged from 14 to 85 years (mean 54 years). Sex and age were not related to the incidence of PTMC. The overall incidence of PTMC was 16.3%. The highest incidence was in Hashimoto thyroiditis (22.7%, χ2 = 10.80, p < 0.001); and in patients with total/near-total thyroidectomy (17.7%, χ2 = 7.05, p < 0.008). The lowest incidence (6.6%, χ2 = 9.96, p < 0.001) was in a solitary hyperfunctional thyroid nodule (SHTN). According to MLR, Hashimoto thyroiditis (OR 1.54, 95% CI 1.15-2.05, p < 0.003) and SHTN (OR 0.43, 95% CI 0.21-0.87, p < 0.019) are independent predictors. Since the extent of surgery was an independent predictor (OR 1.45, 95% CI 1.10-1.92, p = 0.009) for all BTD, and sex and age were not; when the MLR model was adjusted for them, Graves disease (OR 0.72, 95% CI 0.53-0.99, p < 0.041) also proved to be an independent predictor. Conclusions Sex and age are not statistically related to the incidence of PTMC in BTD. The incidence of PTMC is higher in Hashimoto thyroiditis and patients with total/near-total thyroidectomy; and lower in patients with a SHTN and Graves disease.
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Affiliation(s)
- Nikola Slijepcevic
- Centre for endocrine surgery, Clinical Centre of Serbia, Koste Todorovica 8, Belgrade, 11000, Serbia.
| | - Vladan Zivaljevic
- Centre for endocrine surgery, Clinical Centre of Serbia, Koste Todorovica 8, Belgrade, 11000, Serbia. .,School of Medicine, University of Belgrade, Dr Subotica 8, Belgrade, 11000, Serbia.
| | - Jelena Marinkovic
- School of Medicine, University of Belgrade, Dr Subotica 8, Belgrade, 11000, Serbia. .,Institute of Medical Statistics and Informatics, School of Medicine, University of Belgrade, Dr Subotica 8, Belgrade, Serbia.
| | - Sandra Sipetic
- School of Medicine, University of Belgrade, Dr Subotica 8, Belgrade, 11000, Serbia. .,Institute of Epidemiology, School of Medicine, University of Belgrade, Visegradska 26a, Belgrade, 11000, Serbia.
| | - Aleksandar Diklic
- Centre for endocrine surgery, Clinical Centre of Serbia, Koste Todorovica 8, Belgrade, 11000, Serbia. .,School of Medicine, University of Belgrade, Dr Subotica 8, Belgrade, 11000, Serbia.
| | - Ivan Paunovic
- Centre for endocrine surgery, Clinical Centre of Serbia, Koste Todorovica 8, Belgrade, 11000, Serbia. .,School of Medicine, University of Belgrade, Dr Subotica 8, Belgrade, 11000, Serbia.
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Abstract
The thyroid specialist frequently evaluates thyroid nodules because they may represent malignancy. Nodules are typically found on physical examination or incidentally when other imaging studies are performed. Malignant or symptomatic nodules that compress nearby structures warrant surgical excision. Yet, the majority of thyroid nodules are asymptomatic and benign, so the thyroid surgeon must rely on diagnostic studies to determine when surgery is indicated. Ultrasound is the preferred imaging modality for thyroid nodules, and the ultrasound guided fine-needle aspiration biopsy (FNAB) is the preferred method of tissue sampling. Nodules 1 cm or larger or nodules with suspicious sonographic appearance warrant cytologic analysis to better quantify the risk for malignancy. Molecular biomarkers are a powerful adjunct to cytology. Detecting malignancy preoperatively allows total thyroidectomy in a single operation without the need for frozen section or a second operation for completion of a thyroidectomy if malignancy is found during the initial thyroid lobectomy.
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MESH Headings
- Adenocarcinoma, Follicular/diagnosis
- Adenocarcinoma, Follicular/genetics
- Adenocarcinoma, Follicular/pathology
- Adenocarcinoma, Follicular/surgery
- Biomarkers, Tumor/genetics
- Biopsy, Fine-Needle
- Carcinoma, Papillary/diagnosis
- Carcinoma, Papillary/genetics
- Carcinoma, Papillary/pathology
- Carcinoma, Papillary/surgery
- DNA Mutational Analysis
- Diagnosis, Differential
- Diagnostic Imaging
- Frozen Sections
- Humans
- Sensitivity and Specificity
- Thyroid Gland/pathology
- Thyroid Neoplasms/diagnosis
- Thyroid Neoplasms/genetics
- Thyroid Neoplasms/pathology
- Thyroid Neoplasms/surgery
- Thyroid Nodule/diagnosis
- Thyroid Nodule/genetics
- Thyroid Nodule/pathology
- Thyroid Nodule/surgery
- Thyroidectomy
- Ultrasonography, Interventional
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Affiliation(s)
- Steven R Bomeli
- Division of Head and Neck Surgery, Department of Otolaryngology, University of Pittsburgh, PA, USA
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13
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Abstract
Thyroid nodules are common and are commonly benign. The reported prevalence of nodular thyroid disease depends on the population studied and the methods used to detect nodules. Nodule incidence increases with age, and is increased in women, in people with iodine deficiency, and after radiation exposure. Numerous studies suggest a prevalence of 2-6% with palpation, 19-35% with ultrasound, and 8-65% in autopsy data. With widespread use of sensitive imaging in clinical practice, incidental thyroid nodules are being discovered with increasing frequency. Ultrasonography is the most accurate and cost-effective method for evaluating and observing thyroid nodules. Current ultrasonography machines are relatively inexpensive, sensitive, and easy to operate. Most endocrinologists are now using ultrasound examination in the initial evaluation of a patient with known or suspected thyroid nodule. The management of thyroid incidentalomas is a matter of controversy.
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Affiliation(s)
- Diana S Dean
- Division of Endocrinology, Diabetes, Metabolism, and Nutrition, Mayo Clinic, 200 First Street SW, Rochester, MN 55905, USA
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14
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Mihailescu DV, Schneider AB. Size, number, and distribution of thyroid nodules and the risk of malignancy in radiation-exposed patients who underwent surgery. J Clin Endocrinol Metab 2008; 93:2188-93. [PMID: 18381575 PMCID: PMC2435632 DOI: 10.1210/jc.2008-0055] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
CONTEXT The chance that a thyroid nodule is malignant is higher when there is a history of childhood radiation exposure. OBJECTIVE The objective of the study was to determine how the size of a thyroid nodule, the number of nodules, and the distribution of nodules influence the risk of cancer in irradiated patients. PATIENTS From a cohort of 4296 radiation-exposed people, we studied the 1059 that underwent thyroid surgery. DESIGN AND OUTCOMES: We studied the association between the size, number, distribution, and rank order of thyroid nodules and the chance of malignancy. RESULTS There were 612 malignant nodules in 358 patients and 2037 benign ones in 930 patients. There was no change in the risk that a nodule was malignant with increasing size (odds ratio 0.91/cm, P = 0.11) among the 1709 nodules that were 0.5 cm or greater. A solitary nodule had a similar likelihood of being malignant as a nodule that was one of several (18.8 vs. 17.3%), whereas patients with multiple nodules were more likely to have thyroid cancer than those with solitary nodules [30.7 vs. 18.7%; risk ratio 1.64 (1.27-2.13)]. Aspirating only the largest nodule would have missed 111 of the cancers (42%), whereas aspirating the two largest nodules would have missed 45 of the cases (17%), although none would have been 10 mm or greater. CONCLUSIONS In radiation-exposed patients, the following conclusions were made: 1) the likelihood that a nodule is malignant is independent of nodule number and size; 2) the likelihood of cancer is increased if more than one nodule is present; 3) evaluating the two largest nodules by fine-needle aspiration would have resulted in a significant number of cases being missed but none with large cancers; and 4) more than half of the patients with thyroid cancer had multifocal tumors.
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Affiliation(s)
- Dan V Mihailescu
- Section of Endocrinology, Diabetes, and Metabolism, College of Medicine, University of Illinois at Chicago, 1819 West Polk Street, Chicago, IL 60612, USA
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15
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Yassa L, Cibas ES, Benson CB, Frates MC, Doubilet PM, Gawande AA, Moore FD, Kim BW, Nosé V, Marqusee E, Larsen PR, Alexander EK. Long-term assessment of a multidisciplinary approach to thyroid nodule diagnostic evaluation. Cancer 2008; 111:508-16. [PMID: 17999413 DOI: 10.1002/cncr.23116] [Citation(s) in RCA: 450] [Impact Index Per Article: 26.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
BACKGROUND The diagnostic evaluation of patients with thyroid nodules is imprecise. Despite the benefits of fine-needle aspiration (FNA), most patients who are referred for surgery because of abnormal cytology prove to have benign disease. Recent technologic and procedural advances suggest that this shortcoming can be mitigated, although few data confirm this benefit in unselected patients. METHODS A total of 2587 sequential patients were evaluated by thyroid ultrasound and were offered ultrasound-guided FNA (UG-FNA) of all thyroid nodules that measured > or =1 cm during a 10-year period. Results of aspiration cytology were correlated with histologic findings. The prevalence of thyroid cancer in all patients and in those who underwent surgery was determined. Surgical risk was calculated. RESULTS Tumors that measured > or =1 cm were present in 14% of patients: Forty-three percent of patients had tumors that measured <2 cm in greatest dimension, and 93% had American Joint Committee on Cancer stage I or II disease. The cytologic diagnoses 'positive for malignancy' and 'no malignant cells' were 97% predictive and 99.7% predictive, respectively. Repeat FNA of initial insufficient aspirates, as well as more detailed classification of inconclusive aspirates, improved preoperative assessment of cancer risk and reduced surgical intervention. Fifty-six percent of patients who were referred for surgery because of abnormal cytology had cancer compared with from 10% to 45% of patients historically. An analysis of operative complications from a subset of 296 patients demonstrated a 1% risk of permanent surgical complications. CONCLUSIONS The current findings demonstrated the benefits of UG-FNA and of a more detailed classification of inconclusive aspirates in the preoperative risk assessment of thyroid nodules, supporting adherence to recently published guidelines.
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Affiliation(s)
- Leila Yassa
- Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts 02115, USA
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16
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Hassan I, Osei-Agymang T, Fernández ED, Behr T, Barth P, Ramaswamy A, Mueller HH, Zielke A, Rothmund M. Does fine-needle aspiration cytology optimize the surgical management of thyroid disorders in endemic goiter region? Endocr Pathol 2008; 19:34-39. [PMID: 18202924 DOI: 10.1007/s12022-007-9011-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
AIM The aim of this study was to determine the diagnostic value of fine-needle aspiration cytology (FNAC) before thyroidectomy in an endemic goiter region. METHODS One hundred patients with preoperative FNAC of thyroid nodules who underwent thyroidectomy were recruited. FNAC were classified into five groups. 0, no thyroid cells; 1, normal thyroid cells; 2, degenerative thyroid cells without evidence of malignacy; 3, follicular or oncocytary neoplasia; and 4, malignant thyroid cells. FNAC was compared with postoperative histopathological diagnoses. RESULTS Only 76% of the FNAC allowed an adequate cytological examination. In 15 patients (15%), carcinomas were found in the postoperative histopathological diagnosis (including four follicular carcinomas). In the 48 patients of FNAC groups 3 and 4, nine carcinomas (18.7%) were found (including four follicular carcinomas). In the 28 patients of groups 1 and 2, there was only one papillary carcinoma (3.5%). In the 24 patients of group 0, there were two papillary, two follicular, and one anaplastic carcinomas (total of 20.8%). The sensitivity, specificity, and likelihood ratio (LR) of the FNAC for benign nodules were 90%, 40.9%, 0.24, respectively. The LR for malignant nodules was 13.2, and that for follicular neoplasia was 0.55. CONCLUSIONS Despite the high prevalence of carcinoma in an endemic goiter region, FNAC disappointed its diagnostic expectation. The lower specificity of FNAC may be caused by a higher prevalence of thyroid nodules in an endemic goiter region or by the absence of a specialized cytopathologist.
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Affiliation(s)
- Iyad Hassan
- Department of Visceral-, Thoracic-, and Vascular Surgery, Philipps University of Marburg, Marburg, Germany.
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Sippel RS, Elaraj DM, Khanafshar E, Kebebew E, Duh QY, Clark OH. Does the presence of additional thyroid nodules on ultrasound alter the risk of malignancy in patients with a follicular neoplasm of the thyroid? Surgery 2007; 142:851-7; discussion 857.e1-2. [DOI: 10.1016/j.surg.2007.08.011] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2007] [Revised: 08/22/2007] [Accepted: 08/25/2007] [Indexed: 11/29/2022]
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