• Title/Summary/Keyword: Liver tumors

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Radiomics and Deep Learning: Hepatic Applications

  • Hyo Jung Park;Bumwoo Park;Seung Soo Lee
    • Korean Journal of Radiology
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    • v.21 no.4
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    • pp.387-401
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    • 2020
  • Radiomics and deep learning have recently gained attention in the imaging assessment of various liver diseases. Recent research has demonstrated the potential utility of radiomics and deep learning in staging liver fibroses, detecting portal hypertension, characterizing focal hepatic lesions, prognosticating malignant hepatic tumors, and segmenting the liver and liver tumors. In this review, we outline the basic technical aspects of radiomics and deep learning and summarize recent investigations of the application of these techniques in liver disease.

Endothelial Cell Proliferation and Vascular Endothelial Growth Factor Expression in Primary Colorectal Cancer and Corresponding Liver Metastases

  • Raluca, Balica Amalia;Cimpean, Anca Maria;Cioca, Andreea;Cretu, Octavian;Mederle, Ovidiu;Ciolofan, Alexandru;Gaje, Pusa;Raica, Marius
    • Asian Pacific Journal of Cancer Prevention
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    • v.16 no.11
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    • pp.4549-4553
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    • 2015
  • Background: Colorectal carcinoma (CRC) is one of the major causes of cancer death worldwide. Data from the literature indicate differences between the proliferation rate of endothelial cells relative to the morphology growth type, possibly due to origin of specimens (autopsy material, surgery fragments) or quantification methods. Vascular endothelial growth factor (VEGF) is a factor that stimulates the proliferation of endothelial cells. It is expressed in more than 90% of cases of metastatic CRC. Aim: The aim of this study was to evaluate the endothelial cell proliferation and VEGF expression in primary tumors and corresponding liver metastases. Materials and Methods: Our study included 24 recent biopsies of primary tumors and corresponding liver metastases of CRC cases. CD34/Ki67 double immunostaining and RNA scope assay for VEGF were performed. Results: In the primary tumors analysis of VEGFmRNA expression indicated no significant correlation with differentiation grade, proliferative and non-proliferative vessels in the intratumoral and peritumoral areas. In contrast, in the corresponding liver metastases, VEGFmRNA expression significantly correlated with the total number of non-proliferative vessels and total number of vessels. CD34/Ki67 double immunostaining in the cases with poorly differentiated carcinoma indicated a high number of proliferating endothelial cells in the peritumoral area and a low number in the intratumoral area for the primary tumor. Moderately differentiated carcinomas of colon showed no proliferating endothelial cells in the intratumoral area in half of the cases included in the study, for both, primary tumor and liver metastasis. In well differentiated CRCs, in primary tumors, a high proliferation rate of endothelial cells in the intratumoral area and a lower proliferation rate in the peritumoral area were found. A low value was found in corresponding liver metastasis. Conclusions: The absence of proliferative endothelial cells in half of the cases for the primary tumors and liver metastases in moderately differentiated carcinoma suggest a vascular mimicry phenomenon. The mismatch between the total number of vessels and endothelial proliferation in primary tumors indicate that a functional vascular network is already formed or the existence of some mechanisms influenced by other angiogenic factors.

Detection and Analysis of the Liver Area and Liver Tumors in CT Scans (CT 영상에서의 간 영역과 간 종양 추출 및 분석)

  • Kim, Kwang-Baek
    • Journal of Intelligence and Information Systems
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    • v.13 no.1
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    • pp.15-27
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    • 2007
  • In Korea, hepatoma is the thirdly frequent cause of death from cancer occupying 17.2% among the whole deaths from cancer and the rate of death from hepatoma comes to about 21's persons per one-hundred thousand ones. This paper proposes an automatic method for the extraction of areas being suspicious as hepatoma from a CT scan and evaluates the availability as an auxiliary tool for the diagnosis of hepatoma. For detecting tumors in the internal of the liver from CT scans, first, an area of the liver is extracted from about $45{\sim}50's$ CT scans obtained by scanning in 2.5-mm intervals starting from the lower part of the chest. In the extraction of an area of the liver, after unconcerned areas outside of the ribs being removed, areas of the internal organs are separated and enlarged by using intensity information of the CT scan. The area of the liver is extracted among separated areas by using information on position and morphology of the liver. Since hepatoma is a hypervascular turner, the area corresponding to hepatoma appears more brightly than the surroundings in contrast-enhancement CT scans, and when hepatoma shows expansile growth, the area has a spherical shape. So, for the extraction of areas of hepatoma, areas being brighter than the surroundings and globe-shaped are selected as candidate ones in an area of the liver, and then, areas appearing at the same position in successive CT scans among the candidates are discriminated as hepatoma. For the performance evaluation of the proposed method, experiment results obtained by applying the proposed method to CT scans were compared with the diagnoses by radiologists. The evaluation results showed that all areas of the liver and liver tumors were extracted exactly and the proposed method has a high availability as an auxiliary diagnosis tools for the discrimination of liver tumors.

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Clinical and Histological Indicators of Proximal and Distal Gastric Cancer in Eight Provinces of Iran

  • Norouzinia, M.;Asadzadeh, H.;Shalmani, H. Mohaghegh;Al Dulaimi, D.;Zali, M.R.
    • Asian Pacific Journal of Cancer Prevention
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    • v.13 no.11
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    • pp.5677-5679
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    • 2012
  • Background and Aim: Gastric cancer is the second most common cancer worldwide. In this study the clinical and histological features of gastric cancer in the cardia and distal stomach were evaluated. Method: Proximal and distal gastric cancer diagnosed and treated in eight provinces of Iran from 2010-2011 were reviewed in all collected cases. The age standardized incident rates were calculated and tumor location and histological type were recorded. Results: The age-standardized incidence rate for the eight centers was 40.6 per 100,000 populations per year with an upper and lower range of 22.1 and 102.4 per 100,000 population per year. Thirty four percent of the tumors were located in the cardia, 3% in fundus, and 63% in the distal stomach. In 7 provinces the prevalence of distal tumors was significantly greater than proximal tumors (p=0.006). A significant relationship was observed between diffuse form of gastric cancer and distal gastric tumors (p=0.007) and between poor tumor differentiation and distal gastric tumors (p<0.001). Conclusions: the result of this study shows that distal gastric cancer is more common than proximal gastric cancer in Iran.

Cardiac Tumors (심장종양 6례 보고)

  • 김병주
    • Journal of Chest Surgery
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    • v.18 no.4
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    • pp.667-672
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    • 1985
  • Primary cardiac tumors are uncommon in all age group. In contrast, tumors metastatic to the heart are significantly more common. On rare occasions, tumor may extend into the heart chamber via inferior vena cava from other parts of the body, such as liver, kidney, and uterus cava. With recent advancement in diagnostic imaging modalities and surgical techniques, cardiac tumors are now potentially curably form of heart disease. The most important factor in diagnosing the tumor is a high index of clinical suspicion. Six patients underwent surgical removal of intracardiac tumor during a 5-year period. The mean age of the 4 women and two men was 40 years [range 23 to 60]. All patients were operated on in the last five years of the studied period. All patients had symptoms varying in duration from 1 month to 4 years [average 13 months]. 2-Dimensional echocardiography contributed most to preoperative diagnosis, confirming presence of an intracardiac tumor in all examined patients. Of the six intracardiac tumor, 5 were myxomas [4 left atrial and 1 right ventricular] and one right atrial metastasis from hepatocellular carcinoma of the liver. In all cases, tumor masses were successfully excised. One patient expired after the operation on account of low cardiac out-put syndrome. Remained one patient among six, tumor mass extended into RA and RV with a stalk via IVC. On later follow-up study showed cold area on liver scan [hepatocellular ca.], so she was transferred to internal medicine, department for chemotherapy. Follow up results showed no signs of tumor recurrence in 4 myxoma cases.

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Expression of Epidermal Growth Factor-like Domain 7 is Increased by Transcatheter Arterial Embolization of Liver Tumors

  • Li, Zhi;Ni, Cai-Fang;Zhou, Jin;Shen, Xiao-Chun;Yin, Yu;Du, Peng;Yang, Chao
    • Asian Pacific Journal of Cancer Prevention
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    • v.16 no.3
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    • pp.1191-1196
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    • 2015
  • Background: Epidermal growth factor-like domain multiple 7 (EGFL7), recently identified as a secreted protein regulated by oxygen exposure, plays a critical role in promoting metastasis of hepatocellular carcinoma (HCC). Transcatheter arterial embolization (TAE) is widely used for treatment of HCC, resulting in hypoxia in tumors and surrounding liver tissues. Accordingly, we proposed the hypothesis that there could be a relationship between expression of EGFL7 and response to TAE. Materials and Methods: We established a rabbit VX2 liver tumor model using percutaneous puncture technique guided by computed tomography. TAE and sham embolization were performed and the results were confirmed by MRI 3 weeks after inoculation. We investigated the EGFL7 expression of the two groups at 6h and 3 days after intervention by means of immunohistochemistry and Western blotting. Results: Immunohistochemical staining demonstrated that the levels of EGFL7 protein significantly increased in the TAE-treated tumors compared with the control group at 6 hours (P=0.031) and 3 days (P=0.020) after intervention. Meanwhile, the relative EGFL7 protein detected in TAE group also up-regulated compared with the control group at 6 hours (P=0.020) and 3 days (P=0.024) after intervention. Conclusions: This study reveals an increase of EGFL7 expression in rabbit VX2 liver tumors after TAE. The role of EGFL7 in HCC, especially its biological behavior after TAE, needs further investigation.

SUPPRESSION OF EXPERIMENTAL LIVER TUMORS BY ESTROGEN TREATMENT OR CASTRATION IN MALE RATS

  • Kang, Jin-Seok;Che, Jeong-Hwan;Ahn, Byeongwoo;Lee, Kookkyung;Nam, Ki-Taek;Choi, Mina;Kim, Seyl;Jung, Jin-Jung;Jang, Dong-Deuk;Yang, Ki-Hwa
    • Proceedings of the Korean Society of Toxicology Conference
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    • 2002.05a
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    • pp.101-102
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    • 2002
  • It has been reported that the incidence of liver cancer in human is markedly sex-differentiated, with a much higher frequency in men than in women. In experimental animals, male have higher incidence of liver tumor than female in carcinogen-induced tumors as well as spontaneous tumors.(omitted)

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Geometric Optimization of a Mathematical Model of Radiofrequency Ablation in Hepatic Carcinoma

  • Wang, Kai-Feng;Pan, Wei;Wang, Fei;Wang, Gao-Feng;Madhava, Pai;Pan, Hong-Ming;Kong, De-Xing;Liu, Xiang-Guan
    • Asian Pacific Journal of Cancer Prevention
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    • v.14 no.10
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    • pp.6151-6158
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    • 2013
  • Radio frequency ablation (RFA) is an effective means of achieving local control of liver cancer. It is a particularly suitable mode of therapy for small and favorably located tumors. However, local progression rates are substantially higher for large tumors (>3.0 cm). In the current study, we report on a mathematical model based on geometric optimization to treat large liver tumors. A database of mathematical models relevant to the configuration of liver cancer was also established. The specific placement of electrodes and the frequency of ablation were also optimized. In addition, three types of liver cancer lesion were simulated by computer guidance incorporating mathematical models. This approach can be expected to provide a more effective and rationale mechanism for employing RFA in the therapy of hepatic carcinoma.

Role of Endoscopic Ultrasound in Evaluation of Pancreatic Neuroendocrine Tumors - Report of 22 Cases from a Tertiary Center in Iran

  • Haghighi, Shirin;Molaei, Mahsa;Foroughi, Forough;Foroutan, Mojgan;Dabiri, Reza;Habibi, Effat;Alizadeh, Amir Houshang Mohammad
    • Asian Pacific Journal of Cancer Prevention
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    • v.13 no.9
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    • pp.4537-4540
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    • 2012
  • Background: The pancreatic neuroendocrine tumor (pNET) is relatively rare and generally felt to follow an indolent course. EUS has an important role in detection of pNET. This is a review of clinical and radiological presentation and pathologic reports of 22 patients with pNET. Patients and methods: In this study we analyzed clinical and radiological presentations and pathologic reports of all relevant cases who were referred to Taleghani hospital for 3 years since 2008. Results: A total of 22 patients 28-74 years old (mean=49) were enrolled between 2008 and 2011. Among the total, 13 (59%) were male, 9 (41%) were female and 16 (72.7%) had functional tumors. The results of CT were negative in 12 (54%) cases but EUS was capable of detecting the lesions in these patients, cysts being found in 4 (19%) patients. Conclusion: EUS is a highly sensitive procedure for the localization of functional pNETs and especially insulinomas. Nonfunctional tumors were detected in more advanced and late stages and cystic lesions were more common in this group.

Pathological Study of Tumors Occurring in Dog (견종양(犬腫瘍)의 병리학적(病理學的) 검색(檢索))

  • Lim, Chang Hyeong
    • Korean Journal of Veterinary Research
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    • v.15 no.1
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    • pp.27-38
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    • 1975
  • The following tumors occurring naturally in the dog were studied pathologically and discussed briefly. Tumors of the skin and subcutis: Fibroma, Lipoma, Epidermal cyst, Melanosarcoma, Sweat gland adenoma, Mastocytoma (2 cases), Mastosarcoma, and Sebaceous gland carcinoma. Tumors of the spleen and lymph node: Fibrosarcoma of the capsule of spleen, Leiomysarcoma of the spleen, and Lymphosarcoma of the lymph node (2 cases). Tumors of the lung: Bronchogenic carcinoma (3 cases), Adenocarcinoma type, Squamous carcinoma type, and Undifferentiated (round cell) carcinoma type respectively. Tumors of the alimentary tract and liver: Fibroma of the stomach, Hemangioma of the liver, Bile duct carcinoma, Liver cell carcinoma, and Myelogenous leukemia manifested in the liver. Tumor of the peritoneum: Fibrosarcoma. Tumors of the urogenital system: Fibroma of the uterus, Fibroma of the prepuce, Follicular cyst of the ovary, Transmissible venereal tumor of the vagina (6 cases), Carcinoma of the kidney, Adenoma of the prostate (2 cases), and Seminoma of the testis. Tumors of the mammary gland: Mixed tumor (2 cases), and Myoepithelioma. Tumor of the nervous system: Neurofibrosarcoma of the thigh.

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