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Deep learning model combined with computed tomography features to preoperatively predicting the risk stratification of gastrointestinal stromal tumors
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作者 Yi Li Yan-Bei Liu +4 位作者 Xu-Bin Li Xiao-Nan Cui Dong-Hua Meng Cong-Cong Yuan Zhao-Xiang Ye 《World Journal of Gastrointestinal Oncology》 SCIE 2024年第12期4663-4674,共12页
BACKGROUND Gastrointestinal stromal tumors(GIST)are prevalent neoplasm originating from the gastrointestinal mesenchyme.Approximately 50%of GIST patients experience tumor recurrence within 5 years.Thus,there is a pres... BACKGROUND Gastrointestinal stromal tumors(GIST)are prevalent neoplasm originating from the gastrointestinal mesenchyme.Approximately 50%of GIST patients experience tumor recurrence within 5 years.Thus,there is a pressing need to accurately evaluate risk stratification preoperatively.AIM To assess the application of a deep learning model(DLM)combined with computed tomography features for predicting risk stratification of GISTs.METHODS Preoperative contrast-enhanced computed tomography(CECT)images of 551 GIST patients were retrospectively analyzed.All image features were independently analyzed by two radiologists.Quantitative parameters were statistically analyzed to identify significant predictors of high-risk malignancy.Patients were randomly assigned to the training(n=386)and validation cohorts(n=165).A DLM and a combined DLM were established for predicting the GIST risk stratification using convolutional neural network and subsequently evaluated in the validation cohort.RESULTS Among the analyzed CECT image features,tumor size,ulceration,and enlarged feeding vessels were identified as significant risk predictors(P<0.05).In DLM,the overall area under the receiver operating characteristic curve(AUROC)was 0.88,with the accuracy(ACC)and AUROCs for each stratification being 87%and 0.96 for low-risk,79%and 0.74 for intermediate-risk,and 84%and 0.90 for high-risk,respectively.The overall ACC and AUROC were 84%and 0.94 in the combined model.The ACC and AUROCs for each risk stratification were 92%and 0.97 for low-risk,87%and 0.83 for intermediate-risk,and 90%and 0.96 for high-risk,respectively.Differences in AUROCs for each risk stratification between the two models were significant(P<0.05).CONCLUSION A combined DLM with satisfactory performance for preoperatively predicting GIST stratifications was developed using routine computed tomography data,demonstrating superiority compared to DLM. 展开更多
关键词 gastrointestinal stromal tumors Deep learning Risk stratification tomography X-ray computed PROGNOSIS
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Early detection of response to imatinib therapy for gastrointestinal stromal tumor by using 18F-FDG-positron emission tomography and computed tomography imaging 被引量:7
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作者 Sabri Zincirkeser Alper Sevinc +1 位作者 M Emin Kalender Celalettin Camci 《World Journal of Gastroenterology》 SCIE CAS CSCD 2007年第15期2261-2262,共2页
A 41-year old female with metastatic gastrointestinal stromal tumor was referred to 18F-FDG-positron emission tomography and computed tomography (PET/CT) scan before and after one-month treatment with imatinib (Gli... A 41-year old female with metastatic gastrointestinal stromal tumor was referred to 18F-FDG-positron emission tomography and computed tomography (PET/CT) scan before and after one-month treatment with imatinib (Glivec, Gleevec, Novartis, Basel, Switzerland), a tyrosine kinase inhibitor (400 mg/d). Metabolic response was evaluated before and after one month of therapy. The decrease of the maximum standardised uptake value (SUV) was 79% (from 9.8 to 2.1). Positron emission tomography demonstrated complete metabolic response after one-month of imatinib treatment. Additionally, the previous lesion was compared with the coronal computerized tomographic image. There was no difference in the size of the tumor before and after therapy according to CT images. However, metabolic activity was inhibited. 18F-FDG-PEr is a valuable method for the detection of response to one-month imatinib treatment in patients with gastrointestinal stromal tumors. 展开更多
关键词 18F-FLUORODEOXYGLUCOSE Positron emission tomography Computerized tomography gastrointestinal stromal tumor IMATINIB
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Giant malignant gastrointestinal stromal tumors: Recurrence and effects of treatment with STI-571 被引量:8
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作者 Teng-WeiChen Hsiao-DungLiu +4 位作者 Rong-YaunShyu Jyh-CherngYu Ming-LangShih Tzu-MingChang Chung-BaoHsieh 《World Journal of Gastroenterology》 SCIE CAS CSCD 2005年第2期260-263,共4页
AIM: Malignant gastrointestinal stromal tumors (GISTs)are rare. Tumors larger than 10 cm tend to recur earlier:the larger the volume of the tumor, the worse the prognosis.We hypothesized that treatment with imatinib m... AIM: Malignant gastrointestinal stromal tumors (GISTs)are rare. Tumors larger than 10 cm tend to recur earlier:the larger the volume of the tumor, the worse the prognosis.We hypothesized that treatment with imatinib mesylate (Gleevec; STI-571), a c-kittyrosine kinase inhibitor, as palliative therapy would prolong the survival of patients with recurrent giant malignant GISTs after resection.METHODS: We performed a retrospective analysis of the effects of resection on patients with giant GISTs (>10 cm in diameter) to determine the overall survival and recurrence rates. Twenty-three patients diagnosed with giant GISTs were included from June 1996 to December 2003. STI571 was not available until January 2000. After that time,9 patients received this drug. The factors of age, sex, tumor location, histological surgical margin, and STI-571, tumor size changes and drug side effects were reviewed. We compared the survival rate to determine the prognostic factors and the effects of STI-571 on patients with recurrent malignant gastrointestinal stromal tumor.RESULTS: The positive surgical margin group had a significantly higher recurrence rate than the negative margin group (P = 0.012). A negative surgical margin and palliative treatment with STI-571 were significant prognostic variables (Log-rank test,P<0.05). Age, sex and tumor location were not significant prognostic variables. The 5-year survival rate of the surgical margin free patients was 80%and the 2-year survival rate of the surgical margin positive patients was 28%. The 5-year survival rate was 80% for the patients given STI-571 and 30% for the patients not given STI-571. The use of STI-571 gave a significant tumor shrinkage (6/9) rate in patients with giant GIST recurrence after resection.CONCLUSION: A negative surgical margin and the use of STI-571 after surgical resection were good prognostic indicators. Achieving a tumor-free surgical margin is still the best primary treatment for patients with such tumors.If STI-571 is used immediately when the surgical margin is positive and the tumor recurs after resection, then the prognosis of patients with giant GISTs can be improved. 展开更多
关键词 Giant malignant gastrointestinal stromal tumors STI-571
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Multi-slice spiral computed tomography in differential diagnosis of gastric stromal tumors and benign gastric polyps,and gastric stromal tumor risk stratification assessment 被引量:6
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作者 Xiao-Long Li Peng-Fei Han +2 位作者 Wei Wang Li-Wei Shao Ying-Wei Wang 《World Journal of Gastrointestinal Oncology》 SCIE 2022年第10期2004-2013,共10页
BACKGROUND The biological characteristics of gastric stromal tumors are complex,and their incidence has increased in recent years.Gastric stromal tumors(GST)have potential malignant tendencies,and the probability of t... BACKGROUND The biological characteristics of gastric stromal tumors are complex,and their incidence has increased in recent years.Gastric stromal tumors(GST)have potential malignant tendencies,and the probability of transformation into malignant tumors is as high as 20%-30%.AIM To investigate the value of multi-slice spiral computed tomography(MSCT)in the differential diagnosis of GST and benign gastric polyps,and GST risk stratification assessment.METHODS We included 64 patients with GST(GST group)and 60 with benign gastric polyps(control group),confirmed by pathological examination after surgery in PLA General Hospital,from January 2016 to June 2021.The differences in the MSCT imaging characteristic parameters and enhanced CT values between the two groups before surgery were compared.According to the National Institutes of Health’s standard,GST is divided into low-and high-risk groups for MSCT imaging characteristic parameters and enhanced CT values.RESULTS The incidences of extraluminal growth,blurred boundaries,and ulceration in the GST group were significantly higher than those in the control group(P<0.05).The CT values and enhanced peak CT values in the arterial phase in the CST group were higher than those in the control group(P<0.05).The MSCT differential diagnosis of GST and gastric polyp sensitivity,specificity,misdiagnosis rate,missed diagnosis rate,and areas under the curve(AUCs)were 73.44%,83.33%,26.56%,16.67%,0.784,respectively.The receiver operating characteristic curves were plotted with the arterial CT value and enhanced peak CT value,with a statistical difference.The results showed that the sensitivity,specificity,misdiagnosis rate,missed diagnosis rate,and AUC value of arterial CT in the differential diagnosis of GST and gastric polyps were 80.18%,62.20%,19.82%,37.80%,and 0.710,respectively.The sensitivity,specificity,misdiagnosis rate,missed diagnosis rate,and AUC value of the enhanced peak CT value in the differential diagnosis of GST and gastric polyps were 67.63%,60.40%,32.37%,39.60%,and 0.710,respectively.The incidence of blurred lesion boundaries and ulceration in the high-risk group was significantly higher than that in the low-risk group(P<0.05).The arterial phase and enhanced peak CT values in the high-risk group were significantly higher than those in the low-risk group(P<0.05).CONCLUSION Presurgical MSCT examination has important value in the differential diagnosis of GST and gastric benign polyps and can effectively evaluate the risk grade of GST patients. 展开更多
关键词 Multi-slice spiral computed tomography Differential diagnosis Gastric stromal tumor benign gastric polyps Risk stratification
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Preoperative prediction of malignant potential of 2-5 cm gastric gastrointestinal stromal tumors by computerized tomography-based radiomics 被引量:2
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作者 Xue-Feng Sun Hai-Tao Zhu +4 位作者 Wan-Ying Ji Xiao-Yan Zhang Xiao-Ting Li Lei Tang Ying-Shi Sun 《World Journal of Gastrointestinal Oncology》 SCIE 2022年第5期1014-1026,共13页
BACKGROUND The use of endoscopic surgery for treating gastrointestinal stromal tumors(GISTs)between 2 and 5 cm remains controversial considering the potential risk of metastasis and recurrence.Also,surgeons are facing... BACKGROUND The use of endoscopic surgery for treating gastrointestinal stromal tumors(GISTs)between 2 and 5 cm remains controversial considering the potential risk of metastasis and recurrence.Also,surgeons are facing great difficulties and challenges in assessing the malignant potential of 2-5 cm gastric GISTs.AIM To develop and evaluate computerized tomography(CT)-based radiomics for predicting the malignant potential of primary 2-5 cm gastric GISTs.METHODS A total of 103 patients with pathologically confirmed gastric GISTs between 2 and 5 cm were enrolled.The malignant potential was categorized into low grade and high grade according to postoperative pathology results.Preoperative CT images were reviewed by two radiologists.A radiological model was constructed by CT findings and clinical characteristics using logistic regression.Radiomic features were extracted from preoperative contrast-enhanced CT images in the arterial phase.The XGboost method was used to construct a radiomics model for the prediction of malignant potential.Nomogram was established by combing the radiomics score with CT findings.All of the models were developed in a training group(n=69)and evaluated in a test group(n=34).RESULTS The area under the curve(AUC)value of the radiological,radiomics,and nomogram models was 0.753(95%confidence interval[CI]:0.597-0.909),0.919(95%CI:0.828-1.000),and 0.916(95%CI:0.801-1.000)in the training group vs 0.642(95%CI:0.379-0.870),0.881(95%CI:0.772-0.990),and 0.894(95%CI:0.773-1.000)in the test group,respectively.The AUC of the nomogram model was significantly larger than that of the radiological model in both the training group(Z=2.795,P=0.0052)and test group(Z=2.785,P=0.0054).The decision curve of analysis showed that the nomogram model produced increased benefit across the entire risk threshold range.CONCLUSION Radiomics may be an effective tool to predict the malignant potential of 2-5 cm gastric GISTs and assist preoperative clinical decision making. 展开更多
关键词 gastrointestinal stromal tumors Gastric gastrointestinal stromal tumors Computed tomography malignant potential Radiomics NOMOGRAM
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Relationship between multi-slice computed tomography features and pathological risk stratification assessment in gastric gastrointestinal stromal tumors 被引量:1
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作者 Tian-Tian Wang Wei-Wei Liu +6 位作者 Xian-Hai Liu Rong-Ji Gao Chun-Yu Zhu Qing Wang Lu-Ping Zhao Xiao-Ming Fan Juan Li 《World Journal of Gastrointestinal Oncology》 SCIE 2023年第6期1073-1085,共13页
BACKGROUND Computed tomography(CT)imaging features are associated with risk stratification of gastric gastrointestinal stromal tumors(GISTs).AIM To determine the multi-slice CT imaging features for predicting risk str... BACKGROUND Computed tomography(CT)imaging features are associated with risk stratification of gastric gastrointestinal stromal tumors(GISTs).AIM To determine the multi-slice CT imaging features for predicting risk stratification in patients with primary gastric GISTs.METHODS The clinicopathological and CT imaging data for 147 patients with histologically confirmed primary gastric GISTs were retrospectively analyzed.All patients had received dynamic contrast-enhanced CT(CECT)followed by surgical resection.According to the modified National Institutes of Health criteria,147 lesions were classified into the low malignant potential group(very low and low risk;101 lesions)and high malignant potential group(medium and high-risk;46 lesions).The association between malignant potential and CT characteristic features(including tumor location,size,growth pattern,contour,ulceration,cystic degeneration or necrosis,calcification within the tumor,lymphadenopathy,enhancement patterns,unenhanced CT and CECT attenuation value,and enhancement degree)was analyzed using univariate analysis.Multivariate logistic regression analysis was performed to identify significant predictors of high malignant potential.The receiver operating curve(ROC)was used to evaluate the predictive value of tumor size and the multinomial logistic regression model for risk classification.RESULTS There were 46 patients with high malignant potential and 101 with low-malignant potential gastric GISTs.Univariate analysis showed no significant differences in age,gender,tumor location,calcification,unenhanced CT and CECT attenuation values,and enhancement degree between the two groups(P>0.05).However,a significant difference was observed in tumor size(3.14±0.94 vs 6.63±3.26 cm,P<0.001)between the low-grade and high-grade groups.The univariate analysis further revealed that CT imaging features,including tumor contours,lesion growth patterns,ulceration,cystic degeneration or necrosis,lymphadenopathy,and contrast enhancement patterns,were associated with risk stratification(P<0.05).According to binary logistic regression analysis,tumor size[P<0.001;odds ratio(OR)=26.448;95%confidence interval(CI):4.854-144.099)],contours(P=0.028;OR=7.750;95%CI:1.253-47.955),and mixed growth pattern(P=0.046;OR=4.740;95%CI:1.029-21.828)were independent predictors for risk stratification of gastric GISTs.ROC curve analysis for the multinomial logistic regression model and tumor size to differentiate high-malignant potential from low-malignant potential GISTs achieved a maximum area under the curve of 0.919(95%CI:0.863-0.975)and 0.940(95%CI:0.893-0.986),respectively.The tumor size cutoff value between the low and high malignant potential groups was 4.05 cm,and the sensitivity and specificity were 93.5%and 84.2%,respectively.CONCLUSION CT features,including tumor size,growth patterns,and lesion contours,were predictors of malignant potential for primary gastric GISTs. 展开更多
关键词 Computed tomography gastrointestinal stromal tumor Risk stratification Stomach
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Helical CT findings and clinicopathologic features in malignant gastrointestinal stromal tumors: the correlation between radiologic appearance and malignant potential
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作者 Zhifeng Xu Aizhen Pan +4 位作者 Fang Yong Yingyu Chen Bin Li Qiang Gao Renhua Wu 《The Chinese-German Journal of Clinical Oncology》 CAS 2011年第11期643-649,共7页
Objective: In this pictorial essay, we described the clinical, pathologic, and computed tomographic (CT) findings of malignant gastrointestinal stromal tumors (MGISTs) and attempt to establish the correlation bet... Objective: In this pictorial essay, we described the clinical, pathologic, and computed tomographic (CT) findings of malignant gastrointestinal stromal tumors (MGISTs) and attempt to establish the correlation between radiologic appearance and malignant potential. Methods: This retrospective analysis included 20 patients receiving treatment for MGIST between 2008 and 2010. The diagnosis was established by pathology and immunohistochemistry. All these patients underwent pre- operative CT. Clinical presentation, pathology and CT images were analyzed. Helical CT images were reviewed for morpho- logic features such as tumor size, number and location, tumor margins, necrosis, degree of enhancement and metastasis. Results: Gastrointestinal bleeding, abdominal pain and discomfort, and without clinical symptom were common findings and were observed in 9 (45%), 6 (30%), and 5 (25%) of the 20 patients. 8 (40%) tumors were located in stomach, and 10 (50%), 1 (5%) and 1 (5%) were located in small intestine, mesentery and peritoneum, respectively. Male to female ratio was about 1:2. The size of MGIST ranged from 2.6 cm to 17.5 cm with a mean of 8.7 cm. All tumors density was inhomogeneous and heterogeneous enhancement. MGISTs with highly malignant located in small intestine were about 30% higher than stomach. The "satellite" turnouts were found in 6 cases with high malignant risk. 7 cases were suffered from liver metastasis, and 4 cases went with seeding into the abdominal cavity, 1 cases went with lymph node metastasis. Histologically, 19 cases (95%) were of spindle cell type. Immunohistochemical stains demonstrated a strong positivity for both c-kit (CDl17) and CD34s enhancement in 19 (95%). Conclusion: Clinical expression is varied in MGIST patients. Female might be predominance in MGIST. The GISTs located in small intestine would tend to be more aggressive. The satellite tumours, necrosis and cystic degeneration were strongly benefit for MGIST diagnosis. Furthermore, intestinal obstruction doesn't support the diagnosis. Lymph node metastasis and calcification is rare. 展开更多
关键词 malignant gastrointestinal stromal tumor (MGIST) computer tomography (CT) METASTASIS CLINICOPATHOLOGY
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Computed tomography radiogenomics:A potential tool for prediction of molecular subtypes in gastric stromal tumor
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作者 Xiao-Nan Yin Zi-Hao Wang +6 位作者 Li Zou Cai-Wei Yang Chao-Yong Shen Bai-Ke Liu Yuan Yin Xi-Jiao Liu Bo Zhang 《World Journal of Gastrointestinal Oncology》 SCIE 2024年第4期1296-1308,共13页
BACKGROUND Preoperative knowledge of mutational status of gastrointestinal stromal tumors(GISTs)is essential to guide the individualized precision therapy.AIM To develop a combined model that integrates clinical and c... BACKGROUND Preoperative knowledge of mutational status of gastrointestinal stromal tumors(GISTs)is essential to guide the individualized precision therapy.AIM To develop a combined model that integrates clinical and contrast-enhanced computed tomography(CE-CT)features to predict gastric GISTs with specific genetic mutations,namely KIT exon 11 mutations or KIT exon 11 codons 557-558 deletions.METHODS A total of 231 GIST patients with definitive genetic phenotypes were divided into a training dataset and a validation dataset in a 7:3 ratio.The models were constructed using selected clinical features,conventional CT features,and radiomics features extracted from abdominal CE-CT images.Three models were developed:ModelCT sign,modelCT sign+rad,and model CTsign+rad+clinic.The diagnostic performance of these models was evaluated using receiver operating characteristic(ROC)curve analysis and the Delong test.RESULTS The ROC analyses revealed that in the training cohort,the area under the curve(AUC)values for model_(CT sign),model_(CT sign+rad),and modelCT_(sign+rad+clinic)for predicting KIT exon 11 mutation were 0.743,0.818,and 0.915,respectively.In the validation cohort,the AUC values for the same models were 0.670,0.781,and 0.811,respectively.For predicting KIT exon 11 codons 557-558 deletions,the AUC values in the training cohort were 0.667,0.842,and 0.720 for model_(CT sign),model_(CT sign+rad),and modelCT_(sign+rad+clinic),respectively.In the validation cohort,the AUC values for the same models were 0.610,0.782,and 0.795,respectively.Based on the decision curve analysis,it was determined that the model_(CT sign+rad+clinic)had clinical significance and utility.CONCLUSION Our findings demonstrate that the combined modelCT_(sign+rad+clinic)effectively distinguishes GISTs with KIT exon 11 mutation and KIT exon 11 codons 557-558 deletions.This combined model has the potential to be valuable in assessing the genotype of GISTs. 展开更多
关键词 gastrointestinal stromal tumor Radiomics Gene mutation Computed tomography MODEL
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Extragastrointestinal stromal tumors with diffuse membranous distribution with bleeding:A case report
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作者 Jian-Duo Xu Zheng Wang +3 位作者 Qian Zhou Ning Meng Shu-Mei Zhang Nan Liu 《World Journal of Clinical Cases》 SCIE 2024年第26期5990-5997,共8页
BACKGROUND Extragastrointestinal stromal tumors(EGIST)and gastrointestinal stromal tumors are of similar pathological type and form.Here we report a rare case of EGIST diffusely distributed in membranous tissue in abd... BACKGROUND Extragastrointestinal stromal tumors(EGIST)and gastrointestinal stromal tumors are of similar pathological type and form.Here we report a rare case of EGIST diffusely distributed in membranous tissue in abdominal cavity,the feature of which included diffuse tumors at membranous tissue in entire abdominal cavity and spontaneous bleeding of the tumors.CASE SUMMARY The patient was a 71-year man and hospitalized due to continuous pain at lower abdomen for more than 10 days.Upon physical examination,the patient had flat and tough abdomen with mild pressing pain at lower abdomen,no obvious abdominal mass was touchable,and shifting dullness was positive.Positron emission tomography-computed tomography(CT)showed that in his peritoneal cavity,there were multiple nodules of various sizes,seroperitoneum,multiple enlarged lymph nodes in abdominal/pelvic cavity and right external ilium as well as pulmonary nodules.Plain CT scanning at epigastrium/hypogastrium/pelvic cavity+enhanced three-dimensional reconstruction revealed multiple soft tissue nodules in abdominal/pelvic cavity,peritoneum and right groin.Tumor marker of carbohydrate antigen 125 was 808 U/mL,diffuse tuberous tumor was seen in abdominal/pelvic cavity during operation with hematocelia,and postoperative pathological examination confirmed EGIST.Imatinib was administered with better therapeutic effect.CONCLUSION Gene testing showed breast cancer susceptibility gene 1 interacting protein C-terminal helicase 1 and KIT genovariation,and the patient was treated with imatinib follow-up visit found that his clinical symptoms disappeared and the tumor load alleviated obviously via imageological examination. 展开更多
关键词 Diffuse tumor in abdominal cavity Extragastrointestinal stromal tumors gastrointestinal stromal tumors malignant extragastrointestinal stromal tumors Diffusely membranous metastasis
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Rectal gastrointestinal stromal tumors:Imaging features with clinical and pathological correlation 被引量:32
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作者 Zhao-Xia Jiang Sheng-Jian Zhang +1 位作者 Wei-Jun Peng Bao-Hua Yu 《World Journal of Gastroenterology》 SCIE CAS 2013年第20期3108-3116,共9页
AIM:To investigate computed tomography(CT) and magnetic resonance imaging(MRI) manifestations of rectal gastrointestinal stromal tumors(GISTs) in order to enhance the recognition of these rare tumors.METHODS:Fourteen ... AIM:To investigate computed tomography(CT) and magnetic resonance imaging(MRI) manifestations of rectal gastrointestinal stromal tumors(GISTs) in order to enhance the recognition of these rare tumors.METHODS:Fourteen patients with pathologically proven rectal GISTs were retrospectively reviewed.Patient histories were retrospectively reviewed for patient age,gender,presenting symptoms,endoscopic investigations,operation notes and pathologic slides.All tumors were evaluated for CD117,CD34 expression,and the tumors were stratified according to current criteria of the National Institutes of Health(NIH).In all cases the first pre-operation imaging findings(CT and MRI,n = 3;MRI only,n = 8;CT only,n = 3) were analyzed by two experienced radiologists by consensus,which include:tumor size,shape,CT density(hypodense,isodense and hyperdense),MRI signal intensity(hypointense,isointense and hyperintense),epicenter(intraluminal or extraluminal),margin(well-defined or ill-defined),internal component(presence of calcifications,necrosis,hemorrhage or ulceration),pattern and degree of enhancement,invasion into adjacent structures.After review of the radiologic studies,clinical and pathological findings were correlated with radiological findings.RESULTS:The patients,13 men and 1 woman,were aged 31-62 years(mean = 51.5 ± 10.7 years).The most common initial presentation was hematochezia(n = 6).The mean tumor diameter was 5.68 ± 2.64 cm(range 1.5-11.2 cm).Eight lesions were round or oval,and 6 lesions were irregular.Eleven lesions were welldefined and 3 had ill-defined margins.Ten tumors were extraluminal and 4 were intraluminal.The density and MR signal intensity of the solid component of the lesions were similar to that of muscle on unenhanced CT(n = 6) and T1-weighted images(n = 11),and hyperintense on T2-weighted MR images.Calcification was detected in 2 tumors.Following intravenous injection of contrast media,3 lesions had mild enhancement and 11 lesions had moderate enhancement.Enhancement was homogenous in 3 lesions and heterogeneous in 11.In 1 of 11 patients who underwent both CT and MRI,the tumor was homogenous on CT scan and heterogeneous on MRI.Eight patients were classified as high risk according to the modified recurrent risk classification system of NIH.CONCLUSION:Rectal GISTs usually manifest as large,well-circumscribed,exophytic masses with moderate and heterogeneous enhancement on CT and MRI.The invasion of adjacent organs,bowel obstruction and local adenopathy are uncommon. 展开更多
关键词 gastrointestinal stromal tumors RECTUM COMPUTED tomography Magnetic resonance imaging
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Current update on molecular cytogenetics, diagnosis and management of gastrointestinal stromal tumors 被引量:7
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作者 Mindy X Wang Catherine Devine +1 位作者 Nicole Segaran Dhakshinamoorthy Ganeshan 《World Journal of Gastroenterology》 SCIE CAS 2021年第41期7125-7133,共9页
Gastrointestinal stromal tumors(GISTs)are the most common mesenchymal tumors of the gastrointestinal(GI)tract and are thought to arise from precursors of the interstitial cells of Cajal.GISTs can arise anywhere in the... Gastrointestinal stromal tumors(GISTs)are the most common mesenchymal tumors of the gastrointestinal(GI)tract and are thought to arise from precursors of the interstitial cells of Cajal.GISTs can arise anywhere in the GI tract,but most commonly originate from the stomach and small intestine.The majority of GISTs occur as a result of activating mutations in two receptor protein tyrosine kinases:KIT and/or platelet-derived growth factor receptor-α.Mutational analyses allow for predicting patient prognosis and treatment response.Clinical presentations can vary from no symptoms,typical in the case of small incidentally found tumors,to GI bleeding,abdominal discomfort,and ulcer-related symptoms when the tumor is enlarged.Imaging plays a critical role in the diagnosis and management of these tumors with multiphasic computed tomography serving as the imaging modality of choice.Magnetic resonance imaging and positron emission tomography-computed tomography can serve as imaging adjuncts in lesion characterization,especially with liver metastases,and subsequent staging and assessment for treatment response or recurrence.Surgical resection is the preferred management for small GISTs,while tyrosine kinase inhibitors−imatinib mesylate and sunitinib malate−serve as crucial molecular-targeted therapies for locally advanced and metastatic GISTs.This review article highlights the clinical presentation,pathology and molecular cytogenetics,imaging features,and current management of GISTs. 展开更多
关键词 gastrointestinal stromal tumors CYTOGENETICS Diagnostic imaging Computed tomography Magnetic resonance imaging Imatinib mesylate
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Clinical and prognostic significance of CC chemokine receptor type 8 protein expression in gastrointestinal stromal tumors 被引量:5
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作者 Huai-Liang Li Lin-Hua Wang +6 位作者 Yi-Lin Hu Ying Feng Xiao-Hong Li Yi-Fei Liu Peng Li Qin-Sheng Mao Wan-Jiang Xue 《World Journal of Gastroenterology》 SCIE CAS 2020年第31期4656-4668,共13页
BACKGROUND Gastrointestinal stromal tumors(GISTs)are the most common mesenchymal neoplasms of the gastrointestinal tract.Surgical resection and tyrosine kinase inhibitors are defined as the main treatments but cannot ... BACKGROUND Gastrointestinal stromal tumors(GISTs)are the most common mesenchymal neoplasms of the gastrointestinal tract.Surgical resection and tyrosine kinase inhibitors are defined as the main treatments but cannot cure patients with advanced GIST,which eventually develops into recurrence and acquired drug resistance.Therefore,it is necessary to identify prognostic biomarkers and new therapeutic targets for GISTs.CC chemokine receptor type 8(CCR8)protein participates in regulation of immune responses.Recent studies on CCR8 in nonsmall cell lung cancer and colorectal cancer showed that it was highly expressed in tumor-infiltrating regulatory T cells and correlated with a poor prognosis.AIM To detect CCR8 expression in GIST tissues and analyze its relationships with clinicopathological features and prognosis in patients with GISTs.METHODS Tissue samples were used for the tissue microarrays construction.The microarrays were then subjected to immunohistochemical analyses to detect CCR8 expression.Next,Kaplan–Meier analysis was utilized to calculate the survival rate of patients with complete follow-up data,and the potential prognostic value of CCR8 was evaluated by Cox regression analysis.Finally,a Gene Ontology/Kyoto Encyclopedia of Genes and Genomes single-gene enrichment chart of CCR8 was constructed using the STRING database.RESULTS CCR8-positive signals were detected as brown or brown-yellow particles by immunohistochemistry located in the cytoplasm.Among 125 tissue samples,74 had CCR8 high expression and 51 had low or negative expression.Statistical analyses suggested CCR8 was significantly correlated with tumor size,mitotic index,AFIP-Miettinen risk classification and tumor location.Kaplan–Meier and multivariate analyses showed that patients with low or negative CCR8 expression,mitotic index<5/high-power fields(HPF)and tumor diameter<5 cm had a better prognosis.Based on the STRING database,CCR8 was significantly enriched in biological processes such as tumor immunity,T lymphocyte chemotaxis,migration and pathways like the nuclear factor-κB and tumor necrosis factor pathways as well as intestinal immune regulation networks.CONCLUSION CCR8 is a prognostic biomarker for malignant potential of GISTs,with high expression correlated with malignancy and poor prognosis. 展开更多
关键词 gastrointestinal stromal tumors CC chemokine receptor type 8 malignant phenotype PROGNOSIS STRING database Immune regulation
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KIT exon 11 codon 557/558 deletion/insertion mutations define a subset of gastrointestinal stromal tumors with malignant potential 被引量:4
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作者 Katerina Kontogianni-Katsarou Euthimios Dimitriadis +3 位作者 Constantina Lariou Evi Kairi-Vassilatou Nikolaos Pandis Agatha Kondi-Paphiti 《World Journal of Gastroenterology》 SCIE CAS CSCD 2008年第12期1891-1897,共7页
AIM: To study the association of the frequency and pattern of KIT and PDGFRA mutations and clinicopathological factors in a group of patients with gastrointestinal stromal tumors (GIST). METHODS: Thirty patients with ... AIM: To study the association of the frequency and pattern of KIT and PDGFRA mutations and clinicopathological factors in a group of patients with gastrointestinal stromal tumors (GIST). METHODS: Thirty patients with GIST were examined. Exons 9, 11, 13, and 17 of the KIT and exons 12 and 18 of the PDGFRA gene were analyzed for the presence of mutations by PCR amplification and direct sequencing. RESULTS: KIT or PDGFRA mutations were detected in 21 of the 30 patients (70%). Sixteen patients had mutations within KIT exon 11, three within KIT exon 9, and two within PDGFRA exon 18. GISTs with KIT exon 9 mutations were predominantly located in the small intestine, showed a spindle cell phenotype, and were assessed as potentially malignant. GISTs with KIT exon 11 mutations were located in the stomach and intestine, showed mainly a spindle cell phenotype, and were scored as potentially malignant (P < 0.05). Tumors with KIT exon 11 codon 557/558 deletion/insertion mutations were found to be associated with a potentially malignant clinical behaviour (P < 0.003). GISTs with PDGFRA mutations located in stomach showed a mixedcell phenotype and were classified as of very low or low moderate malignant potential. CONCLUSION: Determination of KIT and PDGFRA mutations should be additional parameters for the better prediction of GISTs clinical behaviour. Tumors with deletion/insertion mutations affecting codons 557/558 of the KIT gene seem to represent a distinct subset of malignant GISTs. 展开更多
关键词 gastrointestinal stromal tumors KIT gene Platelet derived growth factor receptor alpha MUTATIONS malignant
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Heavily calcified gastrointestinal stromal tumors:Pathophysiology and implications of a rare clinicopathologic entity 被引量:2
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作者 Massimiliano Salati Giulia Orsi +3 位作者 Luca Reggiani Bonetti Fabrizio Di Benedetto Giuseppe Longo Stefano Cascinu 《World Journal of Gastrointestinal Oncology》 SCIE CAS 2017年第3期135-141,共7页
Gastrointestinal stromal tumors(GISTs) are the most common mesenchymal neoplasms of the gastrointestinal tract, and are characterized by a broad spectrum of clinical, histological and molecular features at presentatio... Gastrointestinal stromal tumors(GISTs) are the most common mesenchymal neoplasms of the gastrointestinal tract, and are characterized by a broad spectrum of clinical, histological and molecular features at presentation. Although focal and scattered calcifications are not uncommon within the primary tumor mass, heavy calcification within a GIST is rarely described in the literature and the clinical-biological meaning of this feature remains unclear. Cases with such an atypical presentation are challenging and may be associated with diagnostic pitfalls. Herein, we report a gastric GIST with the unusual presentation of prominent calcifications that was identified incidentally on imaging during a post-trauma diagnostic work-up. The patient underwent laparoscopic surgery with a radical resection of the mass, which was subsequently characterized by histological analysis as spindle-shaped tumor cells, positive for CD117/c-KIT, CD34 and DOG1, and with calcified areas. Given the intermediate risk of recurrence, no adjuvant therapy was recommended andthe patient underwent regular follow-up for 22 mo, with no evidence of relapse. Our case can be considered of interest because of the rarity of clinical presentation and the uniquely large size of the GIST at diagnosis(longest diameter exceeding 9 cm). In closing, we discuss the pathophysiology and clinical implications of calcifications in GISTs by reviewing the most up-to-date relevant literature. 展开更多
关键词 gastrointestinal stromal tumor CALCIFICATION STOMACH Atypical presentation Computed tomography
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Value of Multi-slice spiral CT in diagnosis of malignant gastrointestinal stromal tumors 被引量:5
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作者 Zhongheng He Fajin Lv +1 位作者 Zhaofei Cao Mingxia Qian 《The Chinese-German Journal of Clinical Oncology》 CAS 2009年第8期443-446,共4页
Objective: The aim of this study was to investigate the value of multi-slice spiral CT (MSCT) in the diagnosis of malignant gastrointestinal stromal tumors (GISTs). Methods: Twenty-seven cases of MSCT images of ... Objective: The aim of this study was to investigate the value of multi-slice spiral CT (MSCT) in the diagnosis of malignant gastrointestinal stromal tumors (GISTs). Methods: Twenty-seven cases of MSCT images of malignant GIST proved by surgery and pathology were retrospectively analyzed. Both plain and enhanced CT scan was performed and multiplanar reconstruction was made in all cases. Results: The lesions originated from the stomach (n = 11), small intestine (n = 9), colon (n = 4), rectum (n = 1), and mesentery (n = 2). The transverse diameters of mass were 4.2-22 cm, the edges clearly (n = 12), unclearly (n = 15). The mass were mainly irregular in shape Iobulated (n = 19). The lesions were mainly heterogeneity on plain scan, moderate to marked enhancement in arterial phase and durative enhanced in venous phase. Cystic necrosis were observed in all the lesions, 9 cases were cystic and solid mixed mass. Hepatic metastases (n = 4), pulmonary metastasis (n = 1), lymphatic metastasis (n = 2) were detected. The accuracy rate of MSCT diagnosis for location and pathologic features of GISTs were 85.2% (23/27) and 77.8% (21/27). Conclusion: Two-phase MSCT examination and axial images combined with multiplanar reconstruction images have important value for diagnosis of malignant GIST. 展开更多
关键词 gastrointestinal tract stromal tumor tomography X-ray computed multiplanar reconstruction
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Assessment of gastrointestinal stromal tumors with computed tomography following treatment with imatinib mesylate 被引量:2
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作者 Sith Phongkitkarun Cholada Phaisanphrukkun +1 位作者 Janjira Jatchavala Ekaphop Sirachainan 《World Journal of Gastroenterology》 SCIE CAS CSCD 2008年第6期892-898,共7页
AIM: To evaluate and characterize the patterns of disease progression of metastatic or unresectable gastrointestinal stromal tumor (GIST) treated with imatinib mesylate, and to determine the prognostic significance as... AIM: To evaluate and characterize the patterns of disease progression of metastatic or unresectable gastrointestinal stromal tumor (GIST) treated with imatinib mesylate, and to determine the prognostic significance associated with disease progression. METHODS: Clinical data and computed tomography (CT) images were retrospectively reviewed in 17 GIST patients who were treated with imatinib mesylate from October 2002 to October 2006. Apart from using size measurement for evaluation of tumor response [Response Evaluation Criteria in Solid Tumors (RECIST) criteria], patterns of CT changes during treatment were evaluated and correlated with clinical data. RESULTS: There were eight non-responders and nine responders. Five patterns of CT change during treatment were found: focal progression (FP), generalized progression (GP), generalized cystic change (GC), new cystic lesion (NC) and new solid lesion (NS). At the end of study, all non-responders showed GP, whereas responders showed cystic change (GC and NC) and response according to RECIST criteria. Overall survival was significantly better in patients with cystic change or response within the RECIST criteria compared with GP patients (P = 0.0271). CONCLUSION: Various patterns of CT change in patients with GIST who responded to imatinib mesylate were demonstrated, and might determine the prognosis of the disease. A combination of RECIST criteria and pattern of CT change are proposed for response evaluation in GIST. 展开更多
关键词 Computed tomography gastrointestinal stromal tumor Imatinib mesylate
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Gastrointestinal stromal tumors and second primary malignancies before and after the introduction of imatinib mesylate 被引量:1
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作者 Jacopo Giuliani Andrea Bonetti 《Chinese Journal of Cancer Research》 SCIE CAS CSCD 2013年第5期486-487,共2页
Gastrointestinal stromal tumor (GIST) is the most common mesenchymal malignancy of the gastrointestinal tract.GISTs may coexist with different types of cancer,either synchronous or metachronous (1).Most GISTs deve... Gastrointestinal stromal tumor (GIST) is the most common mesenchymal malignancy of the gastrointestinal tract.GISTs may coexist with different types of cancer,either synchronous or metachronous (1).Most GISTs develop in a sporadic fashion,but familial occurrence,such as neurofibromatosis and Carney-triad,has also been reported (2).The overall frequency of second tumors in different series varied from 4.5% to 33%.The most frequent types of GIST-associated cancers were gastrointestinal carcinomas (47%),lymphoma/leukemia (7%),carcinomas of prostate (9%),breast (7%),kidney (6%),lung (5%),female genital tract (5%),carcinoid tumors (3%),soft tissue and bone sarcomas (3%),malignant melanoma (2%) and seminoma (1%) (1,3-5). 展开更多
关键词 GIST gastrointestinal stromal tumors and second primary malignancies before and after the introduction of imatinib mesylate
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Gastrointestinal Stromal Tumors: Correlation of Multislice CT Findings to Histopathologic Features and Preliminary Validation of New Scoring System
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作者 Leila Mchirgui Rabii Noomene +1 位作者 Chiraz Jemli Chammakhi Mohammed Habib Daghfous 《Open Journal of Radiology》 2016年第1期29-38,共10页
Purpose: The purpose of this study is to demonstrate the correlation between radiologic and pathologic features of the gastrointestinal stromal tumors. Patients and methods: A retrospective review from 2004 to 2014 id... Purpose: The purpose of this study is to demonstrate the correlation between radiologic and pathologic features of the gastrointestinal stromal tumors. Patients and methods: A retrospective review from 2004 to 2014 identified 50 resected cases of confirmed gastrointestinal stromal tumors (GIST) is done. All these lesions were visualized in the first multi-slice computed tomography (MSCT) investigation. Radiologic and pathologic features were reviewed and compared. A radiologic score with MSCT findings was established. Four levels of risk were defined and compared to the Miettinen-Lasota prognostic classification. Results: Mean patients’ age was 57.6 with a sex-ratio (M/F) of 1.17. Of the 50 GISTs lesions, 29 were located in the stomach (58%), 3 in the duodenum (6%), 16 in the small intestine (32%), one in the rectum and one in the great omentum. MSCT images were evaluated for origin and size of the tumor, as well as growth pattern, density before and after contrast, relationship with adjacent structures, presence of lymph nodes, ascitis and metastasis. The presence of mucosal ulceration, calcification, necrosis, cystic area or hemorrhage into the lesion was emphasized for each case. The histologic equivalent criteria were gathered from histopathology examination review of all specimens. Significant correlation was found for all these findings except the hemorrhage (p = 0.071). A radiologic score of fifteen items variable between 0 and 18 was established. Miettinen risk classification was noted for each lesion. GISTs with very low risk had MSCT score < 4. GIST with low risk had a MSCT score between 5 and 9. GIST with moderate risk had a score between 10 and 14 and those with high risk had an MSCT score between 15 and 18. Significant correlation was found between the radiologic and histopathologic risk classification (p = 0. 001). Conclusion: MSCT is helpful in risk prediction for GIST. 展开更多
关键词 gastrointestinal stromal tumors Multi-Slice Computed tomography PATHOLOGY PROGNOSIS
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New advances in radiomics of gastrointestinal stromal tumors 被引量:5
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作者 Roberto Cannella Ludovico La Grutta +1 位作者 Massimo Midiri Tommaso Vincenzo Bartolotta 《World Journal of Gastroenterology》 SCIE CAS 2020年第32期4729-4738,共10页
Gastrointestinal stromal tumors(GISTs)are uncommon neoplasms of the gastrointestinal tract with peculiar clinical,genetic,and imaging characteristics.Preoperative knowledge of risk stratification and mutational status... Gastrointestinal stromal tumors(GISTs)are uncommon neoplasms of the gastrointestinal tract with peculiar clinical,genetic,and imaging characteristics.Preoperative knowledge of risk stratification and mutational status is crucial to guide the appropriate patients’treatment.Predicting the clinical behavior and biological aggressiveness of GISTs based on conventional computed tomography(CT)and magnetic resonance imaging(MRI)evaluation is challenging,unless the lesions have already metastasized at the time of diagnosis.Radiomics is emerging as a promising tool for the quantification of lesion heterogeneity on radiological images,extracting additional data that cannot be assessed by visual analysis.Radiomics applications have been explored for the differential diagnosis of GISTs from other gastrointestinal neoplasms,risk stratification and prediction of prognosis after surgical resection,and evaluation of mutational status in GISTs.The published researches on GISTs radiomics have obtained excellent performance of derived radiomics models on CT and MRI.However,lack of standardization and differences in study methodology challenge the application of radiomics in clinical practice.The purpose of this review is to describe the new advances of radiomics applied to CT and MRI for the evaluation of gastrointestinal stromal tumors,discuss the potential clinical applications that may impact patients’management,report limitations of current radiomics studies,and future directions. 展开更多
关键词 gastrointestinal stromal tumors Radiomics Texture analysis Computed tomography Magnetic resonance imaging Clinical applications
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Efficacy and safety of endoscopic resection in treatment of small gastric stromal tumors: A state-of-the-art review 被引量:3
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作者 Ze-Ming Chen Min-Si Peng +1 位作者 Li-Sheng Wang Zheng-Lei Xu 《World Journal of Gastrointestinal Oncology》 SCIE 2021年第6期462-471,共10页
Gastrointestinal stromal tumors can occur in any part of the gastrointestinal tract,but gastric stromal tumors(GSTs)are the most common.All GSTs have the potential to become malignant,and these can be divided into fou... Gastrointestinal stromal tumors can occur in any part of the gastrointestinal tract,but gastric stromal tumors(GSTs)are the most common.All GSTs have the potential to become malignant,and these can be divided into four different grades by risk from low to high:Very low risk,low risk,medium risk,and high risk.Current guidelines all recommend early complete excision of GSTs larger than 2 cm in diameter.However,it is not clear whether small GSTs(sGSTs,i.e.,those smaller than 2 cm in diameter)should be treated as early as possible.The National Comprehensive Cancer Network recommends that endoscopic ultrasonographyguided(EUS-guided)fine-needle aspiration biopsy and imaging(computed tomography or magnetic-resonance imaging)be used to assess cancer risk for sGSTs detected by gastroscopy to determine treatment.When EUS indicates a higher risk of tumor,surgical resection is recommended.There are some questions on whether sGSTs also require early treatment.Many studies have shown that endoscopic treatment of GSTs with diameters of 2-5 cm is very effective.We here address whether endoscopic therapy is also suitable for sGSTs.In this paper,we try to explain three questions:(1)Does sGST require treatment?(2)Is digestive endoscopy a safe and effective means of treating sGST?and(3)When sGSTs are at different sites and depths,which endoscopic treatment method is more suitable? 展开更多
关键词 gastrointestinal stromal tumors Small gastric stromal tumors malignant High risk factors ENDOSCOPY TREATMENT
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