• Title/Summary/Keyword: benign/malignant

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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.

Proteomic Analysis of Serum of Women with Elevated Ca-125 to Differentiate Malignant from Benign Ovarian Tumors

  • Li, Li;Xu, Yi;Yu, Chun-Xia
    • Asian Pacific Journal of Cancer Prevention
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    • v.13 no.7
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    • pp.3265-3270
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    • 2012
  • Clinically, elevated cancer antigen 125 (CA-125) in blood predicts tumor burden in a woman's body, especially in the ovary, but cannot differentiate between malignant or benign. We here used intensive modern proteomic approaches to identify predictive proteins in the serum of women with elevated CA-125 to differentiate malignant from benign ovarian tumors. We identified differentially expressed proteins in serum samples of ovarian cancer (OC) patients, benign ovarian tumor (BT) patients, and healthy control women using mass spectrometry-based quantitative proteomics. Both the OC and BT patients had elevated CA-125. Quantitation was achieved using isobaric tags for relative and absolute quantitation. We obtained 124 quantified differential serum proteins in OC compared with BT. Two proteins, apolipoprotein A-4 (APOA4) and natural resistance-associated macrophage 1, were verified using Western blotting. Proteome profiling applied to OC cases identified several differential serum proteins in the serum of women with elevated CA-125. A novel protein, APOA4, has the potential to be a marker for malignant tumor differentiation in the serum of women with elevated CA-125.

A Clinical Study of Salivary Gland Tumors (타액선 종양의 임상적 고찰)

  • Kim Kyung-Woo;Chang Young-Ho;Park Chul-Won;Lee Hyung-Seok;Kim Sun-Kon
    • Korean Journal of Head & Neck Oncology
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    • v.10 no.2
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    • pp.171-177
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    • 1994
  • We reviewed retrospectively 152 patients' records with salivary gland tumors confirmed histologically at Hanyang University Hospital from Jan. 1984 to Dec. 1993. The results obtained were as follows: 1) Sites of tumors were parotid gland in 102 cases(67%), submandibular gland in 29 cases(19%) and minor salivary glands in 21 cases (14%). 2) 113 cases(74%) were benign. and 39 cases(26%) were malignant. 3) The incidence of benign and malignant tumors were 81% & 19%, 69% & 31% and 48% & 52% in the parotid gland, the submandibular gland and the minor salivary glands respectively. 4) The most frequent histologic types of benign and malignant tumors were pleomorphic adenoma (64%) and mucoepidermoid carcinoma (11%) respectively. 5) The surgical procedures include superficial parotidectomy. total parotidectomy. extended total parotidectomy & neck dissection in the parotid gland. wide excision & neck dissection in the submandibular gland and wide excision, partial maxillectomy & neck dissection in the minor salivary glands. 6) The postoperative recurrence rate were 4.4% in benign tumors and 27% in malignant tumors.

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Usefulness of Color-overlay Pattern of Thyroid Elastic Ultrasonography (갑상선 탄성 초음파 검사 시 칼라 오버레이 패턴의 유용성)

  • Park, Ji-Yeon;Cho, Pyong-Kon
    • Journal of radiological science and technology
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    • v.45 no.4
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    • pp.341-346
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    • 2022
  • The color overlay pattern of thyroid shear wave elastography applied in this study distinguishes benign and malignant nodules based on the optimal cut-off value of 74.2 kPa. From august 2021 to september 2021, thyroid ultrasound and elastography were performed on 57 patients with thyroid lesions using an ultrasound device RS85 prestige (Samsung Medison, Korea) and a 2-14 MHz linear transducer. In addition, the results of classification by K-TIRADS for each thyroid nodule and the results of classification by color overlay pattern according to the kPa value of acoustic ultrasound were compared and analyzed. In the color overlay pattern, the results classified as 40 people from dark blue to light blue and 17 people from green to red were similar to the K-TIRADS category results, which were classified as 42 benign and 15 malignant. Between blue and light blue, benign, and between green and red, malignant. If the shear wave elastography method is applied before the fine-needle aspiration cytology of the thyroid nodule is performed, the differential diagnosis of thyroid tissue from benign and malignant can be predicted in advance, and it will help to reduce unnecessary invasive tests.

A Review of Minor Salivary Gland Tumor (소타액선 종양의 고찰)

  • Tae Kyung;Ji Yong-Bae;Jin Bong-Jun;Lee Seung-Hwan;Lee Hyung-Seok
    • Korean Journal of Head & Neck Oncology
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    • v.21 no.2
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    • pp.115-120
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    • 2005
  • Background and Objectives: Minor salivary gland tumors vary in their primary sites, histopathology and biological behavior. Therefore, various factors are considered in selecting the treatment modality and predicting the prognosis. We performed this study for the purpose of getting further understanding and more supporting ideas for the diagnosis and treatment of minor salivary gland tumor. Materials and Methods: A retrospective analysis of the patients with 52 cases of minor salivary gland tumor who were treated at the Hanyang University Hospital from 1996 to 2003 was performed. We analyzed demography, symptoms, histopathology, treatment and outcomes by the review of medical records. Results: Among 52 cases of minor salivary gland tumor, 46% were classified as benign and 54% were classified as malignant tumors. The most common benign tumor was pleomorphic adenoma. Adenoid cystic carcinoma(15/28) was the most common in malignant tumors. Eight patients were males and sixteen patients were females in benign tumors and 10 patients were males and 18 patients were females in malignant tumors. The most common site of benign tumor was the palate(17/22), whereas malignant tumors were most common in the nasal cavity and paranasal sinus(9/28). Asymptomatic mass was the most common symptom. According to the criteria given by the AJCC on staging, stage III and IV(21/28) were more common than stage I and 11(7/28). All benign tumors were treated with simple excision and had no recurrence. In malignant tumors, 25 patients underwent radical excisional operation and 13 patients of them had postoperative radiation therapy. Three of them were treated with additional chemotherapy. In whom treated with radical operation, 9 patients had recurrence. Three were recurred at the primary site with neck node metastasis, 3 were recurred at the primary site with lung metastasis, 1 was recurred at the primary site with neck node and lung metastasis, 1 was recurred only at neck node. Conclusion: In minor salivary gland tumor, malignant was more common than benign. Malignant tumor originated from minor salivary gland were more frequently diagnosed at advanced stage with high recurrence rate and distant metastasis. Early detection of the disease is needed to improve the prognosis of the patients with malignant tumors of the minor salivary glands.

A Clinical Review of Parotid Tumor (이하선 종양의 임상적 고찰)

  • Kang Gyeong-Beom;Oh Sung-Soo;Park Sung-Gil;Seel David J.;Park Yoon-Kyu
    • Korean Journal of Head & Neck Oncology
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    • v.13 no.2
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    • pp.221-227
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    • 1997
  • The authors reviewed 106 cases of parotid gland tumor at Presbyterian Medical Center seen during the past 10 years between January, 1986 and December, 1995. The results were obtained as follows; 1) 86 cases(81.1%) were benign tumors and 20 cases(18.9%) were malignant tumors. 2) Overall male and female sex ratio was 1 : 1.4. 3) For benign tumors, the mean age was 47.9 and for malignant tumors, the mean age was 43.4. 4) Clinical manifestations in benign tumors were palpable mass in 86 cases(100%), pain in 6 cases(6.9%), facial nerve palsy in 2 cases(2.3%), lymphadenopathy in 1 case(1.2%); and in malignant tumors, palpable mass in 20 cases(100%), pain in 7 cases(35%), facial nerve palsy in 2 cases(10%) and lymphadenopathy in 3 cases(15%). Thus, the presence of pain, facial nerve palsy and lymphadenopathy suggest malignant tumors. 5) Operative procedures in benign tumors included superficial parotidectomy in 53 cases(61.6%), total parotidectomy in 10 cases(11.6%), local excision in 23 cases(26.7%); and in malignant tumors, superficial parotidectomy in 3 cases, total parotidectomy in 1 case, local excision in 1 case, superficial parotidectomy with supraomohyoid neck dissection in 6 cases, total parotidectomy with supraomohyoid neck dissection in 8 cases, total parotidectomy with radical neck dissection in 1 case. 6) Postoperative complications in benign tumors were transient facial nerve palsy in 14 cases, Frey's syndrome in 2 cases. In malignant tumors complications included transient facial nerve palsy in 3 cases and permanent facial nerve palsy in 1 case. 7) Pleomorphic adenoma was the most common benign parotid tumor and mucoepidermoid carcinoma was the most common malignant tumor. 8) In our review of 20 patients with malignant parotid tumors, all patients who received supraomohyoid neck dissection and postoperative radiation therapy remain alive from 1986 to 1995 years. Two deaths in this series were adenoid cystic carcinoma patients who failed to receive postoperative radiation therapy. These series of cases have been studied in order to determine whether supraomohyoid neck dissection and postoperative radiation therapy may have further therapeutic effect.

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Expression of p53 and Ki-67 in Salivary Gland Tumors (타액선 종양에서 p53과 Ki-67의 발현)

  • Min Hyun-Jung;Kim Kyung-Rae;Park Chul-Won;Lee Hyung-Seok;Paik Seung-Sam;Oh Young-Ha;Tae Kyung
    • Korean Journal of Head & Neck Oncology
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    • v.22 no.1
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    • pp.8-14
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    • 2006
  • Objectives: The p53 tumor suppressor gene has a key role in cellular control mechanisms involving apoptosis and DNA repair, leading to the G1 arrest following DNA damage. Its mutation is one of the most frequent alterations in human cancers. Ki-67 is identified in replicating cells of both benign and malignant lesions, so it can be the predictor of proliferative activity. The aim of this study is to evaluate the expression of p53 and Ki-67 in salivary gland tumors. Materials and Methods: Immunohistochemical analysis was used to detect expression of p53 and Ki-67 in paraffin-embedded samples from 31 benign and 27 malignant salivary gland tumors. Results were analyzed between benign and malignant tumors and compared with the clinical parameters such as stage and recurrence in malignant tumors. Results: p53 overexpression was detected in 19.6% of benign tumors and 40.7% of malignant tumors, but there was no statistical significance. p53 was significantly expressed in Warthin's tumor(45.5%) compared with pleomorphic adenoma(5.9%). Only 5.9% of pleomorphic adenoma were positive for p53, while 60% of carcinoma ex pleomorphic adenoma were positive for p53. Ki-67 was expressed in 3.2% of benign tumors and 51.9% of malignant tumors, which showed significant higher expression in malignant tumors. In malignant tumors, p53 and Ki-67 expressions bore no correlation to stage and recurrence. Conclusion: p53 overexpression is not associated with the progression of malignant tumors, and Ki-67 overexpression can be used as biologic indicator of malignant salivary gland tumors.

A Clinical Analysis on Salivary Gland Tumor (타액선종양의 임상적 고찰)

  • Yang Yoon-Soo;Kim Beom-Kyu;Kim Yeon-Woo;Kwon Sam-Hyun;Yoon Yong-Joo;Hong Ki-Hwan
    • Korean Journal of Head & Neck Oncology
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    • v.20 no.1
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    • pp.24-28
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    • 2004
  • Background and Objectives: Salivary gland tumors are relatively rare and constitute 3% to 4% of all head and neck neoplasms. Their relative infrequency, inconsistent classification, and highly variable biologic behavior make some difficulty, but some general features can be drawn regarding the incidence, pathology, and pattern of behavior of the various benign and malignant tumors of salivary glands. The present study aims to provide a clinical characteristics of salivary gland tumors. Materials and Methods: We analyzed retrospectively clinical features of the 138 patients who were treated surgically at Chonbuk National University Hospital from 1992 through 2002. Results: We found 107 benign and 31 malignant tumors. Among the patients, 58 were males and 80 were females. The most common age group was the fifties. The most common site of both benign and malignant was parotid gland in major salivary glands and palatal region in minor salivary glands. The most common presenting symptom was palpable mass in both benign and malignant tumor. Histopathologically, the most common type was pleomorphic adenoma in benign tumor and mucoepidermoid carcinoma in malignant tumor. All cases were treated surgically and the most common postoperative complications was transient facial nerve weakness. Conclusion: 138 cases of salivary gland tumors were presented with respect to their clinical features.

Cytopathologic Analysis on Fine Needle Aspiration Cytologic Misdiagnoses of the Thyroid (갑상선의 세침흡인 세포학적 오진에 대한 세포병리학적 분석)

  • Park, Chan-Pil;Keum, Joo-Seob;Lee, Won-Mi;Park, Moon-Hyang;Lee, Jung-Dal
    • The Korean Journal of Cytopathology
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    • v.9 no.2
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    • pp.169-180
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    • 1998
  • Fine needle aspiration cytology(FNAC) has been used effectively as the initial modality in evaluating various thyroid lesions. We correlated cytologic and histopathologic features to investigate the diagnostic pitfalls of FNAC of the thyroid. A total of 1,593 FNACs of the thyroid were diagnosed at the Department of Pathology, Hanyang University Hospital, from January 1993 to December 1997 There were 963 cytologically benign cases(60.5%), 97 suspicious cases(6.1%), and 75 malignant cases(4.71%). The remaining 458 cases(28.8%) were unsatisfactory. Subsequent surgical resection was done in 192 cases. Seventy-two cases(37.5%) were cytologically diagnosed as benign, 45 cases(23.4%) suspicious, 56 cases(29.2%) malignant, and 19 cases(9.9%) unsatisfactory. Histopathologically, 101 cases were benign(11 thyroidites, 52 adenomatous hyperplasias, 34 follicular adenomas, and four Hurthle cell adenomas), and 91 cases malignant(72 papillary carcinomas, 16 follicular carcinomas, one medullary carcinoma, one anaplastic carcinoma, and one granular cell tumor). After excluding 19 unsatisfactory cases, 63 were misdiagnosed. They included 17 benign(three thyroidites and 14 adenomatous hyperplasias), 27 suspicious(10 follicular adenomas, four Hurthle cell adenomas, and seven follicular carcinomas), and 19 malignant(16 papillary carcinoma, one medullary carcinoma, one anaplastic carcinoma. and one granular cell tumor) lesions. The accuracy rates in the benign, suspicious, and malignant categories were 54.9%, 49.8%, & 92.8%, respectively. The cytological pitfalls were as follows: (1) background, (2) crowded follicular cell clusters indistinguishable between follicular neoplasia and adenomatous hyperplasia, (3) papillary structure, irregular nuclear membrane and pleomorphism mimicking those of papillary carcinoma, (4) indistinct eosinophilia in follicular epithelial cells, (5) unusual cellular components not commonly seen in FNACS of the thyroid.

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Other Gynecologic Pathology in Endometrial Cancer Patients

  • Khunnarong, Jakkapan;Tangjitgamol, Siriwan;Srijaipracharoen, Sunamchok
    • Asian Pacific Journal of Cancer Prevention
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    • v.17 no.2
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    • pp.713-717
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    • 2016
  • Background: To evaluate the prevalence and features of other gynecologic or surgical lesions in endometrial cancer (EMC) patients. Materials and Methods: Clinico-pathological data of EMC patients who were treated in the institution from 1995 to 2012 were collected. Data collected were age, stage of disease according to the FIGO 2009 criteria (FIGO), histopathology, tumor grade, adjuvant therapy, other gynecologic or surgical lesions, follow-up period, and living status. Results: The mean age of 396 patients was $56.7{\pm}10.64years$. Abnormal uterine bleeding was the most common presenting symptom (90.1%). Bleeding was accompanied with pelvic mass in 7.7% and 5.4% had only a pelvic mass. Abnormal cervical cytology was found in 3.8%. Approximately 75% had early stage diseases and 86% had endometrioid histology. We found 55.8% of EMC patients had other gynecologic lesions: 89.6% benign and 9.5% malignant. Some 4.5% had pre-invasive cervical/vulva/vagina lesions. The two most common gynecologic lesions were myoma uteri and ovarian tumors. Focusing on the latter, approximately 14% were benign while 8% were malignant. Among 364 patients with available data, surgical lesions were found in 11.8%, 5.7% benign and 9.2% malignant. The most common benign surgical condition was chronic appendicitis while breast and colon cancers were the two most common malignant lesions found. Conclusions: More than half of EMC patients had other gynecologic lesions including benign and malignant tumors. Surgical lesions were also found in more than one-tenth of patients. Careful pre-operative evaluation and intra-operative inspection are advised for proper management and better prognosis.