• Title/Summary/Keyword: Thyroid nodules

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Support Vector Machine Based Diagnostic System for Thyroid Cancer using Statistical Texture Features

  • Gopinath, B.;Shanthi, N.
    • Asian Pacific Journal of Cancer Prevention
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    • v.14 no.1
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    • pp.97-102
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    • 2013
  • Objective: The aim of this study was to develop an automated computer-aided diagnostic system for diagnosis of thyroid cancer pattern in fine needle aspiration cytology (FNAC) microscopic images with high degree of sensitivity and specificity using statistical texture features and a Support Vector Machine classifier (SVM). Materials and Methods: A training set of 40 benign and 40 malignant FNAC images and a testing set of 10 benign and 20 malignant FNAC images were used to perform the diagnosis of thyroid cancer. Initially, segmentation of region of interest (ROI) was performed by region-based morphology segmentation. The developed diagnostic system utilized statistical texture features derived from the segmented images using a Gabor filter bank at various wavelengths and angles. Finally, the SVM was used as a machine learning algorithm to identify benign and malignant states of thyroid nodules. Results: The SVMachieved a diagnostic accuracy of 96.7% with sensitivity and specificity of 95% and 100%, respectively, at a wavelength of 4 and an angle of 45. Conclusion: The results show that the diagnosis of thyroid cancer in FNAC images can be effectively performed using statistical texture information derived with Gabor filters in association with an SVM.

Expression of Sodium-Iodide Symporter (NIS) in Thyroid Nodules: Comparison of RT-PCR and Immunohistochemical Staining Methods (갑상선 결절에서 Sodium Iodide Symporter (NIS)의 발현: RT-PCR방법과 면역조직화학염색법의 비교)

  • Bae, Sang-Kyun;Lee, Kang-Dae;Chang, Hee-Kyung
    • The Korean Journal of Nuclear Medicine
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    • v.38 no.6
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    • pp.511-515
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    • 2004
  • Purpose: The sodium-iodide symporter (NIS) expression is an important factor in determining the sensitivity of radioiodine therapy in well-differentiated thyroid cancers. Several previous studies for the expression of NIS in thyroid tissues show diverse results. To investigate whether there is difference between methods in determining the expression of NIS in thyroid tissues of patients with thyroid nodules, we measured the expression ot NIS using two different methods (RT-PCR and immunoshistochemical staining) and compared the results. Materials & Methods: We measured the expression of NIS by reverse transcriptase-polymerase chain reaction (RT-PCR) and also by immunohistochemical staining using anti-NIS antibody in thyroid cancers and other benign thyroid diseases. We compared the results of each method. We included 19 papillary carcinomas, 1 follicular carcinoma, 7 medullary carcinoma, 4 adenomas and 7 nodular hyperplasias. Results: By RT-PCR analysis, 10 of 19 papillary carcinomas expressed NIS, but 1 follicular cancer didn't express NIS. By immunohistochemical staining, 15 of 19 papaillary carcinomas express NIS, but 1 follicular lancer didn't express NIS. There was a significant correlation between the semiquautitative results of RT-PCR and immunohistochemical staining of NIS expression. (p<0.01) Conclusion: Our data demonstrated that the expression of NIS in thyroid cancers and other benign diseases investigated by RT-PCR and immunohistochemical staining correlated well each other. However, by immunohistochemical staining, more NIS expression was found.

Loss of Primary Cilia Results in the Development of Cancer in the Murine Thyroid Gland

  • Lee, Junguee;Yi, Shinae;Chang, Joon Young;Kim, Jung Tae;Sul, Hae Joung;Park, Ki Cheol;Zhu, Xuguang;Cheng, Sheue-yann;Kero, Jukka;Kim, Joon;Shong, Minho
    • Molecules and Cells
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    • v.42 no.2
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    • pp.113-122
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    • 2019
  • Communications at the interface between the apical membrane of follicular cells and the follicular lumen are critical for the homeostasis of thyroid gland. Primary cilia at the apical membrane of thyroid follicular cells may sense follicular luminal environment and regulate follicular homeostasis, although their role in vivo remains to be determined. Here, mice devoid of primary cilia were generated by thyroid follicular epithelial cell-specific deletion of the gene encoding intraflagellar transport protein 88 (Ift88). Thyroid follicular cellspecific Ift88-deficient mice showed normal folliculogenesis and hormonogenesis; however, those older than 7 weeks showed irregularly dilated and destroyed follicles in the thyroid gland. With increasing age, follicular cells with malignant properties showing the characteristic nuclear features of human thyroid carcinomas formed papillary and solid proliferative nodules from degenerated thyroid follicles. Furthermore, malignant tumor cells manifested as tumor emboli in thyroid vessels. These findings suggest that loss-of-function of Ift88/primary cilia results in malignant transformation from degenerated thyroid follicles.

A Case of Anterior Neck Hematoma Causing Tracheal Compression after Fine Needle Aspiration Cytology of the Thyroid Nodule (갑상선결절 세침흡인 세포검사 후 기관 압박을 초래한 전경부 혈종 1예)

  • Park Min-Ho;Cho Mun-Hyeong;Seo Kyoung-Won;Yoon Jung-Han;JaeGal Young-Jong
    • Korean Journal of Head & Neck Oncology
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    • v.21 no.2
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    • pp.170-173
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    • 2005
  • Fine needle aspiration cytology (FNAC) of thyroid gland lesions has become a routine diagnostic method. And fine needle aspiration cytology is considered a safe, reliable and cost-effective means of selecting thyroid nodules with risk for malignancy. However, fine needle aspiration cytology of the thyroid may cause hemorrhage, infection, or trauma to adjacent structures. Hemorrhage sufficient to cause tracheal compression has not been reported. So we present a case of anterior neck hematoma causing tracheal compression after FNAC of the thyroid nodule.

Intrathyroid Thyroglossal Duct Cyst Extending into the Mediastinum: A Case Report and Review of Literature (종격동내 위치한 갑상선 내 갑상설관 낭종: 증례 보고 및 문헌 고찰)

  • Lee, Chan Mi;Hong, Yong Tae
    • Korean Journal of Head & Neck Oncology
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    • v.38 no.1
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    • pp.65-68
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    • 2022
  • Thyroglossal duct cyst (TGDC) is the most common congenital cyst in the neck and usually presents in children. It is most commonly located at the infrahyoid level. However, intrathyroid TGDC in the adult is extremely rare and its pathogenesis remains unclear. Curiously, an intrathyroid TGDC was found on the lateral aspect of the inferior pole of the thyroid gland. Given the unique position of this lesion, and its capacity to stimulate other nodules in the thyroid, it should be differentiated from other lateral neck masses, such as: thymic cysts, branchial cleft cysts, cystic hygroma, lipomas, lymphadenopathies, cervical teratomas, and lymphomas. In this case, a separate cystic mass was found in the right inferior pole of the thyroid gland and extended to the mediastinum. We confirmed it as TGDC by pathology and histological examination.

The Usefulness of $SurePath^{TM}$ Liquid-Based Smear in Sono-Guided Thyroid Fine Needle Aspiration; a Comparison of a Conventional Smear and $SurePath^{TM}$ Liquid-Based Cytology (초음파 유도 갑삼샘 세침흡인 세포검사에서 $SurePath^{TM}$ 액상세포검사의 유용성; 고식적 도말검사와 $SurePath^{TM}$ 액상세포검사와의 비교)

  • Kim, Dong-Hoon;Kim, Min-Kyung;Chae, Seoung-Wan;Lee, Kyoung-Bun;Han, Eun Mee;Kang, Sung-Hee;Sohn, Jin-Hee
    • The Korean Journal of Cytopathology
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    • v.18 no.2
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    • pp.143-152
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    • 2007
  • Sono-guided fine needle aspiration (FNA) of the thyroid is widely used, but the aspirated samples are typically not well preserved and low cellularity makes diagnosis difficult in many cases. The object of the current study is to evaluate the adequacy and diagnostic accuracy of the use of $SurePath^{TM}$ liquid-based cytology (SP-LBC) in the sonoguided fine needle aspiration of the thyroid nodule and to compare its use with that of the use of a conventional smear (CS). A total of 172 sono-guided FNAs of thyroid nodules from April to June, 2006 were prepared by the use of the split method with either SP-LBC or CS; the samples were stained with the use of hematoxylin-eosin (H&E) and Papanicolaou (Pap) stains. A cyto-histological correlation was performed in 69 (30 SP and 39 CS) cases that had been histologically confirmed. The rate of producing unsatisfactory slides by the use of the SP-LBC method (9.3%) was less than that of the use of the CS method (20.9%). The diagnostic accuracy of the SP method (93.3%) was better than that of the CS method (85.3%). The sensitivity and specificity of the SP method (94.4% and 92.3%) was better than that of the CS method (83.3% and 70%), respectively (p < 0.05). The CS of sono-guided aspirated specimens had some unavoidable limitations related to inadequate sampling such as a bloody background, low cellularity and an indication that some clinicians smeared many useless slides (averaging four to ten slides), and that most slides showed only blood that included few follicular cells. The SP method resulted in more thinly smeared slides and showed cleaner background and greater cellularity than the use of the CS method. Each follicular cell shows superior nuclear detail, and more distinct cytoplasmic features than with the use of the CS method. SP-LBC appears to be an easy, highly accurate, and reliable cytological method for employ for a diagnostic approach of thyroid disease and thyroid nodules. The SP-LBC method is a suitable alternative to the CS method to overcome diagnostic difficulties.

Diffuse Pulmonary Nodular Lesions Persisting for 5 Years (5년간 지속된 미만성 폐결절)

  • Kim, Kyung-Kyu;Kim, Byung-Kyu;Jeong, Ki-Hwan;Jeong, Hye-Cheol;Kim, Je-Hyeong;Park, Sang-Myen;Lee, Sin-Hyung;Shin, Chol;Cho, Jae-Youn;Shim, Jae-Jeong;In, Kwang-Ho;Kang, Kyung-Ho;Yoo, Se-Hwa;Oh, Yu-Whan
    • Tuberculosis and Respiratory Diseases
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    • v.48 no.5
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    • pp.802-807
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    • 2000
  • Diffuse pulmonary nodular lesions have many causes. When they are caused by infection, the likely organisms are M. tuberculosis and various fungi. Silicosis, eosinophilic granuloma and pulmonary metastasis should be considered for differential diagnosis. Differential diagnosis needs detailed clinical history, physical examination and various laboratory tests. A case of persistent diffuse pulmonary nodular lesions which had persisted 5 years is reported. The patient was a 25 years old man with minimal pulmonary symptoms. Detailed past history and physical examination suggested thyroid tumor. Chest radiography showed numerous evenly sized well-defined nodules scattered in entire lung fields. Previous chest X-rays showed similar nodular lesions, which had lasted for 5 years. The number of nodules was slightly increased. Neck CT showed heterogenous mass in left lobe of thyroid gland and multiple lymphadenopathies along both internal jugular chains. Total thyroidectomy was performed. A case of lung metastasis which progressed slowly in papillary thyroid cancer is reported.

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Ultrasonographic Features of Medullary Thyroid Carcinoma: Do they Correlate with Pre- and Post-Operative Calcitonin Levels?

  • Cho, Kyung Eun;Gweon, Hye Mi;Park, Ah Young;Yoo, Mi Ri;Kim, Jeong-Ah;Youk, Ji Hyun;Park, Young Mi;Son, Eun Ju
    • Asian Pacific Journal of Cancer Prevention
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    • v.17 no.7
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    • pp.3357-3362
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    • 2016
  • Purpose: To correlate ultrasonographic (US) features of medullary thyroid carcinoma (MTC) with preoperative and post-operative calcitonin levels. Materials and Methods: A total of 130 thyroid nodules diagnosed as MTC were evaluated. Two radiologists retrospectively evaluated preoperative US features according to size, shape, margin, echogenicity, type of calcification, and lymph node status. Postoperative clinical and imaging follow-up (mean duration $31.9 {\pm} 22.5$ months) was performed for detection of tumor recurrence. US features, presence of LN metastasis, and tumor recurrence were compared between MTC nodules with and without elevated preoperative calcitonin (>100 pg/mL). Those with normalized and non-normalized postoperative calcitonin levels groups were also compared. Results: Common US features of MTCs were solid internal content (90.8%), irregular shape (44.6%), circumscribed margin (46.2%), and hypoechogenicity (56.2%). Comparing MTC nodules with and without elevated preoperative calcitonin levels, the size and shape of MTC nodule and lymph node metastasis showed statistical significance (p<0.05). Postoperative calcitonin normalization correlated with US features of tumor size (p=0.002), margin (p=0.034), shape ($p{\leq}0.001$), and presence of calcification (p=0.046). Tumor recurrence and LN metastasis were more prevalent in patients without normalization of postoperative calcitonin than in those with normalization (p=0.001). Conclusions: Serum calcitonin measurement is helpful for early diagnosis and predicting prognosis. Postoperative calcitonin measurement is also important for postoperative US follow up, especially in cases with larger nodule size, presence of calcification, irregular shape, and irregular margin.

Complications in thyroid surgery (갑상선 절제술 후 합병증)

  • Tae, Kyung;Choi, Yong-Seung;Shim, Bong-Taek;Shin, Chang-Sik;Park, Chul-Won;Lee, Hyung-Seok
    • Korean Journal of Bronchoesophagology
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    • v.2 no.1
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    • pp.111-119
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    • 1996
  • The medical records of 87 patients with thyroid nodule treated from May 1992 to February 1996 were retrospectively reviewed to assess complication with age, sex, pathologic classification, location of lesions, and surgical procedures. The overall rate of complication were observed 10(11.5%) in thyroid surgery. The most common complication was transient hypoparathyroidism, which occurred in 6(6.9%) of 87 patients. The 2(2.3%) patients experienced Permanent hypoparathyroidism and each 1(1.1%) patient was reported in transient recurrent laryngeal nerve paralysis and hematoma.. Well-performed thyroid surgery usually produces few complications. More extensive resections, involving bilateral thyroidectomy are associated with a higher incidence of postoperative morbidity, in particular vocal cord paralysis and hypoparathyroidism, than procedures that consist essentially of unilateral thyroidectomy. Our experience suggests that the postoperative complication relates primarily to the surgical procedure. The low incidence of permanent complications in thyroid surgery suggests the feasibility of total thyroidectomy as the operation of choice when thyroid nodules were malignant and surgeons are familiar with the technique and indications.

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