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Using MsfNet to Predict the ISUP Grade of Renal Clear Cell Carcinoma in Digital Pathology Images
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作者 Kun Yang Shilong Chang +5 位作者 Yucheng Wang Minghui Wang Jiahui Yang Shuang Liu Kun Liu Linyan Xue 《Computers, Materials & Continua》 SCIE EI 2024年第1期393-410,共18页
Clear cell renal cell carcinoma(ccRCC)represents the most frequent form of renal cell carcinoma(RCC),and accurate International Society of Urological Pathology(ISUP)grading is crucial for prognosis and treatment selec... Clear cell renal cell carcinoma(ccRCC)represents the most frequent form of renal cell carcinoma(RCC),and accurate International Society of Urological Pathology(ISUP)grading is crucial for prognosis and treatment selection.This study presents a new deep network called Multi-scale Fusion Network(MsfNet),which aims to enhance the automatic ISUP grade of ccRCC with digital histopathology pathology images.The MsfNet overcomes the limitations of traditional ResNet50 by multi-scale information fusion and dynamic allocation of channel quantity.The model was trained and tested using 90 Hematoxylin and Eosin(H&E)stained whole slide images(WSIs),which were all cropped into 320×320-pixel patches at 40×magnification.MsfNet achieved a micro-averaged area under the curve(AUC)of 0.9807,a macro-averaged AUC of 0.9778 on the test dataset.The Gradient-weighted Class Activation Mapping(Grad-CAM)visually demonstrated MsfNet’s ability to distinguish and highlight abnormal areas more effectively than ResNet50.The t-Distributed Stochastic Neighbor Embedding(t-SNE)plot indicates our model can efficiently extract critical features from images,reducing the impact of noise and redundant information.The results suggest that MsfNet offers an accurate ISUP grade of ccRCC in digital images,emphasizing the potential of AI-assisted histopathological systems in clinical practice. 展开更多
关键词 Renal cell carcinoma computer-aided diagnosis pathology image deep learning machine learning
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Malignant melanoma:An important differential diagnosis for clear cell sarcoma of the gastrointestinal tract
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作者 Yan-Fei He 《World Journal of Clinical Cases》 SCIE 2024年第34期6664-6668,共5页
A case report by Liu et al describes the characteristics of metastatic clear cell sarcoma(CCS)of the pancreas and provides valuable therapeutic insights for this rare malignancy.This case is interesting because of its... A case report by Liu et al describes the characteristics of metastatic clear cell sarcoma(CCS)of the pancreas and provides valuable therapeutic insights for this rare malignancy.This case is interesting because of its rarity,suggesting that the pancreas may be a potential target organ for CCS,either primary or metastatic.At the same time,the authors also emphasize the importance of regular postoperative follow-up for timely detection of recurrent lesions,as CCS is characterized by a high degree of malignancy and a high rate of recurrent metastases.Considering that CCS of the gastrointestinal tract is easily confused with malignant melanoma(MM)of the gastrointestinal tract,here we compare the clinical features,histopathological and immunohistochemical characteristics,diagnosis,treatment,and prognosis of CCS and MM of the gastrointestinal tract,hoping to provide a reference for clinical work. 展开更多
关键词 clear cell sarcoma Malignant melanoma METASTASIS Gastrointestinal tract Differential diagnosis
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Metastatic clear cell sarcoma of the pancreas:A sporadic cancer 被引量:1
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作者 Vittorio Gebbia Carlo Carnaghi 《World Journal of Clinical Cases》 SCIE 2024年第18期3291-3294,共4页
Primary or secondary clear cell sarcoma of the pancreas is an exceedingly rare and aggressive disease.In addition to pathology,molecular analysis is pivotal in differential diagnosis,especially with malignant melanoma... Primary or secondary clear cell sarcoma of the pancreas is an exceedingly rare and aggressive disease.In addition to pathology,molecular analysis is pivotal in differential diagnosis,especially with malignant melanoma.A key aspect in identifying clear cell sarcoma is specific genetic alterations,notably the translocation of t(12;22)(q13;q13),a diagnostic hallmark of this sarcoma subtype,which is absent in malignant melanoma.Treatment of primary clear cell sarcoma of the pancreas is the same as that for adenocarcinoma. 展开更多
关键词 clear cell sarcoma PANCREAS Rare cancer METASTATIC diagnosis
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Essential role of postoperative follow-up in the management of clear cell sarcoma
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作者 Zi-Han Zhang Jin-Tao Guo +1 位作者 Ying Xie Si-Yu Sun 《World Journal of Clinical Cases》 SCIE 2024年第23期5299-5303,共5页
Clear cell sarcoma(CCS)is a rare melanocytic soft tissue sarcoma known for itspropensity to metastasize to the lymph nodes and typically has an unfavorableprognosis.Currently,surgical resection is the primary treatmen... Clear cell sarcoma(CCS)is a rare melanocytic soft tissue sarcoma known for itspropensity to metastasize to the lymph nodes and typically has an unfavorableprognosis.Currently,surgical resection is the primary treatment for localizedCCS,while radiotherapy and chemotherapy are preferred for metastatic cases.The roles of adjuvant chemotherapy,radiotherapy,and lymph node dissection arecontroversial.Although immunotherapy has emerged as a promising avenue inCCS treatment research,there are no established clinical standards for postoperativefollow-up.This editorial discusses a recent article by Liu et al,with afocus on current diagnostic modalities,treatment approaches,and the challengingprognosis associated with CCS.Our aim is to underscore the importance of longtermpatient follow-up in CCS management. 展开更多
关键词 clear cell carcinoma diagnosis Treatment PROGNOSIS FOLLOW-UP
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Shedding light on pancreatic metastasis of clear cell sarcoma:An exceptional journey
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作者 Preeti Kumari Chaudhary Soochong Kim 《World Journal of Clinical Cases》 SCIE 2024年第25期5657-5661,共5页
This editorial comments on the study by Liu et al investigating pancreatic metastasis of clear cell sarcoma(CCS)published in the World Journal of Clinical Cases.CCS is a rare and aggressive melanocytic tumor,that typi... This editorial comments on the study by Liu et al investigating pancreatic metastasis of clear cell sarcoma(CCS)published in the World Journal of Clinical Cases.CCS is a rare and aggressive melanocytic tumor,that typically arises from tendons and aponeuroses of the limbs,and metastasizes to the lungs,bones,and brain.However,pancreatic metastasis has rarely been reported,presenting unique diagnostic and therapeutic challenges.Elucidating the clinical characteristics,imaging features,prognostic factors,and treatment outcomes of patients with pancreatic CCS metastasis is crucial.Surgery remains an effective management strategy for CCS.However,the high recurrence rate and low effectiveness of traditional adjuvant treatments necessitate a shift towards more personalized and targeted treatment plans.Research is needed to investigate and validate novel therapeutic approaches specifically tailored to the distinct genetic and molecular characteristics of rare malignancies like CCS.Additionally,the development of late metastases after a long disease-free interval is common in CCS patients.Therefore,routine postoperative surveillance for metastasis using computed tomography,magnetic resonance imaging,bone scans,and positron emission tomography scans is crucial.Moving forward,enhanced collaboration,investigation,and creative thinking among scientists,medical professionals,and legislators are essential to gain a deeper understanding of these rare presentations. 展开更多
关键词 clear cell sarcoma PANCREAS METASTASIS diagnosis Treatment
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Endobronchial metastasis secondary to renal clear cell carcinoma:A case report
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作者 Tian-Hao Xie Yan Fu +3 位作者 Si-Ning Ha Qing-Xu Meng Qian Sun Pan Wang 《World Journal of Clinical Cases》 SCIE 2024年第23期5416-5421,共6页
BACKGROUND Endobronchial metastases(EBMs)are tumours that metastasise from a malignant tumour outside the lungs to the central and subsegmental bronchi,and are visible under a bronchofibrescope.Most EBMs are formed by... BACKGROUND Endobronchial metastases(EBMs)are tumours that metastasise from a malignant tumour outside the lungs to the central and subsegmental bronchi,and are visible under a bronchofibrescope.Most EBMs are formed by direct invasion or metastasis of intrathoracic malignant tumours,such as lung cancer,oesophageal cancer or mediastinum tumours.Renal cell carcinoma(RCC),accounting for 2%to 3%of all tumours,is a common malignant tumour of the urinary system.Renal clear cell carcinoma(RCCC)constitutes the predominant pathological subtype of RCC,comprising approximately 70%to 80%of all RCC cases.RCCC can spread and metastasise through arterial,venous and lymphatic circulation to almost all organs of the body.Moreover,lung,bone,liver,brain and local recurrence are the most common metastatic neoplasms of RCCC.However,EBM from RCCC has a low complication rate and is often misdiagnosed as primary lung cancer.CASE SUMMARY A 71-year-old male patient who had undergone radical left nephrectomy 7 years prior due to RCCC was referred to our hospital due to a 1-mo history of productive cough.The results of an enhanced chest CT scan indicated the presence of a soft tissue nodule in the upper lobe of the left lung,and flexible bronchoscopy revealed a hypervascular lesion in the bronchus of the left lung's superior lobe.Therefore,the patient underwent thoracoscopic left superior lobe wedge resection,and pathology confirmed EBM from the RCCC.CONCLUSION EBM from RCCC has a low incidence and no characteristic clinical manifestations in the early stage.If a bronchial tumour is found in a patient with RCCC,the possibility of bronchial metastatic cancer should be considered. 展开更多
关键词 Endobronchial metastases clear renal cell carcinoma Renal cell carcinoma diagnosis TREATMENT Case report
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Primary clear cell carcinoma in the liver: CT and MRI findings 被引量:30
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作者 Qing-Yu Liu Hai-Gang Li +3 位作者 Ming Gao Xiao-Feng Lin Yong Li Jian-Yu Chen 《World Journal of Gastroenterology》 SCIE CAS CSCD 2011年第7期946-952,共7页
AIM: To retrospectively analyze the computed tomography (CT) and magnetic resonance imaging (MRI) appearances of primary clear cell carcinoma of the liver (PCCCL) and compare the imaging appearances of PCCCL and commo... AIM: To retrospectively analyze the computed tomography (CT) and magnetic resonance imaging (MRI) appearances of primary clear cell carcinoma of the liver (PCCCL) and compare the imaging appearances of PCCCL and common type hepatocellular carcinoma (CHCC) to determine whether any differences exist between the two groups. METHODS: Twenty cases with pathologically proven PCCCL and 127 cases with CHCC in the Second Affiliated Hospital of Sun Yat-sen University were included in this study. CT or MRI images from these patients were retrospectively analyzed. The following imaging findings were reviewed: the presence of liver cirrhosis, tumor size, the enhancement pattern on dynamic contrast scanning, the presence of pseudo capsules, tumor rupture, portal vein thrombosis and lymph node metastasis. RESULTS: Both PCCCL and CHCC were prone to occur in patients with liver cirrhosis, the association rate of liver cirrhosis was 80.0% and 78.7%, respectively (P > 0.05). The mean sizes of PCCCL and CHCC tumors were (7.28 ± 4.25) cm and (6.96 ± 3.98) cm, respectively. Small HCCs were found in 25.0% (5/20) of PCCCL and 19.7% (25/127) of CHCC cases. No significant differences in mean size and ratio of small HCCs were found between the two groups (P = 0.658 and 0.803, respectively). Compared with CHCC patients, PCCCL patients were more prone to form pseudo capsules (49.6% vs 75.0%, P = 0.034). Tumor rupture, typical HCC enhancement patterns and portal vein tumor thrombosis were detected in 15.0% (3/20), 72.2% (13/18) and 20.0% (4/20) of patients with PCCCL and 3.1% (4/127), 83.6% (97/116) and 17.3% (22/127) of patients with CHCC, respectively. There were no significant differences between the two groups (all P > 0.05). No patients with PCCCL and 2.4% (3/127) of patients with CHCC showed signs of lymph node metastasis (P > 0.05). CONCLUSION: The imaging characteristics of PCCCL are similar to those of CHCC and could be useful for differentiating these from other liver tumors (such as hemangioma and hepatic metastases). PCCCLs are more prone than CHCCs to form pseudo capsules. 展开更多
关键词 clear cell carcinoma Hepatocellular carcinoma pathology Magnetic resonance imaging Computed Tomography X-ray
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Clear Cell Sarcoma of the Kidney-A Case Report 被引量:1
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作者 Bo Xie JiaJun Ling 《Chinese Journal of Clinical Oncology》 CSCD 2006年第2期151-152,共2页
Clear cell sarcoma of the kidney (CCSK) is a rare and highly malignant tumor which is usually confused with other kidaey tumors We experienced such a patient and present report this.
关键词 clear cell sarcoma of the kidney diagnosis TREATMENT
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Preliminary Application of WCX Magnetic Bead-Based Matrix-Assisted Laser Desorption Ionization Time-of-Flight Mass Spectrometry in Analyzing the Urine of Renal Clear Cell Carcinoma
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作者 Dexin Dong Zhigang Ji +2 位作者 Hanzhong Li Weigang Yan Yushi Zhang 《Chinese Medical Sciences Journal》 CAS CSCD 2017年第4期248-252,共5页
Objective To evaluate the application of weak cation exchange (WCX) magnetic bead-based Matrix-Assisted Laser Desorption Ionization Time-of-Flight Mass Spectrometry (MALDI-TOF MS) in detecting differentially expressed... Objective To evaluate the application of weak cation exchange (WCX) magnetic bead-based Matrix-Assisted Laser Desorption Ionization Time-of-Flight Mass Spectrometry (MALDI-TOF MS) in detecting differentially expressed proteins in the urine of renal clear cell carcinoma (RCCC) and its value in the early diagnosis of RCCC.Methods Eleven newly diagnosed patients (10 males and 1 female, aged 46-78, mean 63 years) of renal clear cell carcinoma by biopsy and 10 healthy volunteers (all males, aged 25-32, mean 29.7 years) were enrolled in this study. Urine samples of the RCCC patients and healthy controls were collected in the morning.Weak cation exchange (WCX) bead-based MALDI-TOF MS technique was applied in detecting differential protein peaks in the urine of RCCC. ClinProTools2.2 software was utilized to determine the characteristic proteins in the urine of RCCC patients for the predictive model of RCCC.Results The technique identified 160 protein peaks in the urine that were different between RCCC patients and health controls; and among them, there was one peak (molecular weight of 2221.71 Da) with statistical significance (P=0.0304). With genetic algorithms and the support vector machine, we screened out 13 characteristic protein peaks for the predictive model.Conclusions The application of WCX magnetic bead-based MALDI-TOF MS in detecting differentiallyexpressed proteins in urine may have potential value for the early diagnosis of RCCC. 展开更多
关键词 RENAL clear cell CARCINOMA PROTEOMICS magnetic BEADS URINE diagnosis model
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Delayed Manifestation of Sacral Clear Cell Meningioma Distent Metastasis or Multifocal Disease?
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作者 Habib Nouri Leila Abid +3 位作者 Moez Ouertatani Dalenda Hentati Mondher Mestiri Habib Jaafoura 《Surgical Science》 2011年第6期297-302,共6页
Study design: The authors report on a clear cell meningioma (CCM) of the sacrum revealed 17 years after a removal of a spinal lesion. A review of 29 spinal CCM previously reported was done. Objective: To focus on clin... Study design: The authors report on a clear cell meningioma (CCM) of the sacrum revealed 17 years after a removal of a spinal lesion. A review of 29 spinal CCM previously reported was done. Objective: To focus on clinical and biological behaviour of CCM. Summary of background data: CCM is a rare subtype characterrized by its inordinately aggressive clinical course despite its benign appearance. The tumour shows proclivity for the cerebellopontine angle and cauda equine region. Recurrence and metastasis have been commonly reported. Method: A 26 year-old man presented with low back pain related to a lytic lesion of the sacrum. He had a history of an intradural extramedullary meningioma of the cervical spine removed when he was 9 year-old. CT scan revealed a sacral osteolytic lesion with anterior and lateral extension. Open biopsy revealed a clear cell meningioma. That was the same pattern of the tumour removed 17 years before. Results: Our patient was managed conservatively by palliative radiation therapy. At 2 years follow-up, he experienced improvement of pain and walking. Conclusion: CCM is an aggressive tumour with a high risk of metastases through cerebrospinal fluid. A follow up with spinal MRI should be performed. 展开更多
关键词 clear cell MENINGIOMA Spine CEREBROSPINAL Fluid METASTASIS Local Recurrence Radiation Therapy pathology
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Iris metastasis from clear cell renal cell carcinoma: A case report
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作者 Tong-Tong Wang Xiao-Yue Chen +2 位作者 Qiao-Yun Min Yi-Ze Han Huan-Fen Zhao 《World Journal of Clinical Cases》 SCIE 2023年第36期8535-8541,共7页
BACKGROUND Clear cell renal cell carcinoma(ccRCC)is a common type of tumor that can metastasize to any organs and sites.However,it is extremely rare for ccRCC to metastasize to the iris.Here,we describe a rare case of... BACKGROUND Clear cell renal cell carcinoma(ccRCC)is a common type of tumor that can metastasize to any organs and sites.However,it is extremely rare for ccRCC to metastasize to the iris.Here,we describe a rare case of iris metastasis from ccRCC with a history of left nephrectomy in 2010.CASE SUMMARY A 62-year-old male was admitted to the hospital due to blurred vision and red eyes,and a mass was found on the iris in the right eye.B-scan ultrasonography revealed a well-bounded high-density lesion at the corner of the anterior chamber at the 3-4 o’clock position.Phacoemulsification with simultaneous intraocular lens implantation and iridocyclectomy was performed in the right eye.The lesion was confirmed to be metastatic ccRCC by histological and immunohistochemical analyses.The patient was still alive at 9 mo after surgical treatment.Ocular metastasis can be an initial sign with a poor prognosis.Timely detection and treatment may improve survival.Clinicians should pay attention to similar metastatic diseases to prevent misdiagnosis leading to missed treatment oppor-tunities.CONCLUSION This report of the characteristics and successful management of a rare case of iris metastasis from ccRCC highlights the importance of a comprehensive medical history,histopathology,immunohistochemistry,and clinical manifestation for successful disease diagnosis. 展开更多
关键词 Iris metastasis clear cell renal cell carcinoma diagnosis PROGNOSIS Literature review Case report
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Endometrial clear cell carcinoma invading the right oviduct with a cooccurring ipsilateral oviduct adenomatoid tumor:A case report
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作者 Zhi-Xiong Hu Min-Hua Tan +7 位作者 Qiong-Zhen Li Jia-Li Xu Wei Chen Zhi-Hao Xie Yong-Jian Zhou Qing Liang Jian-Hong An Hong Shen 《World Journal of Clinical Oncology》 CAS 2020年第12期1076-1083,共8页
BACKGROUND To investigate the clinicopathological features of endometrial clear cell carcinoma that has invaded the right oviduct with a cooccurring ipsilateral oviduct adenomatoid tumor.CASE SUMMARY A case of endomet... BACKGROUND To investigate the clinicopathological features of endometrial clear cell carcinoma that has invaded the right oviduct with a cooccurring ipsilateral oviduct adenomatoid tumor.CASE SUMMARY A case of endometrial clear cell carcinoma invading the right oviduct with a cooccurring ipsilateral oviduct adenomatoid tumor was collected and analyzed using pathomorphology and immunohistochemistry.Endometrial clear cell carcinoma cells were distributed in a solid nest,papillary,shoe nail-like,and glandular tube-like distribution.There was infiltrative growth,and tumor cells had clear cytoplasm and obvious nuclear heteromorphism.The cancer tissue was necrotic and mitotic.The cancer tissue invaded the right oviduct.The ipsilateral oviduct also had an adenomatoid tumor.The adenomatoid tumor was arranged in microcapsules lined with flat or cubic cells that were surrounded by smooth muscle tissue.The adenomatoid tumor cells were round in shape.CONCLUSION Clear cell carcinoma of the endometrium can invade the oviduct and occur simultaneously with tubal adenomatoid tumors.Upon pathological diagnosis,one should pay close attention to distinguishing whether an endometrial clear cell carcinoma is invading the oviduct or whether it is accompanied by an adenomatoid tumor of the oviduct.Immunohistochemistry is helpful to differentiate these two disease entities.Endometrial clear cell carcinomas express Napsin-A and P16 and are negative for estrogen receptor and progesterone receptor.The presence of endometrial clear cell carcinoma does not affect the expression of CK and calretinin in adenomatoid tumors. 展开更多
关键词 ENDOMETRIUM clear cell carcinoma OVIDUCT Adenomatoid tumors Differential diagnosis Case report
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Clear Cell Myo-Melanomas of Ligamentum Teres Hepatis: A Case Report and Literature Review
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作者 Changcen Zhou Yalin Zhang 《Open Journal of Clinical Diagnostics》 2021年第4期93-99,共7页
<b>Introduction:</b> Clear Cell Myomelanocytic Tumor (CCMMT) of ligamentum teres hepatis is a pathological classification of Perivascular Epithelioid Cell tumor (PEComa), which is rare clinically and easy ... <b>Introduction:</b> Clear Cell Myomelanocytic Tumor (CCMMT) of ligamentum teres hepatis is a pathological classification of Perivascular Epithelioid Cell tumor (PEComa), which is rare clinically and easy to misdiagnose. <b>Objective:</b> To report a case of a rare type of PEComa located in the ligamentum teres hepatis. <b>Case Report:</b> A 22-year-old Asian female was diagnosed with abdominal mass during physical examination in September 2018, and was admitted to the general surgery department of our hospital that month. She was diagnosed with abdominal mass, the nature of which remains to be determined is: teratoma, pheochromocytoma or ganglioma. At the time of admission, the patient had no symptoms or signs, and no other medical history. The patient was diagnosed with an abdominal mass by abdominal plain scan and enhanced CT, whose nature was to be determined: pheochromocytoma, paragangliomas or other mesenchymal tumors, or giant lymph node hyperplasia. The patient underwent abdominal mass resection and appendectomy without incident, without any complications at discharge, and there was no significant difference in follow-up. <b>Conclusions:</b> The clinical data, imaging features and pathological features of one patient diagnosed with CCMMT in our hospital were retrospectively analyzed, and the literature was reviewed in combination with the research progress of CCMMT, in order to improve the understanding and diagnostic accuracy of this disease. 展开更多
关键词 clear cell Myomelanoma Ligamentum Teres Hepatis Imaging diagnosis Case Reports
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Spontaneous Regression of Clear Cell Carcinoma of the Endometrium
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作者 Ketevani Kankava Alexi Baidoshvili +2 位作者 Eltjo Schutter Sytske Van der Meer David Makaridze 《Journal of Cancer Therapy》 2016年第9期635-645,共11页
This report documents a rare case of complete spontaneous regression of clear cell carcinoma of the endometrium. An elderly woman with paranoid schizophrenia was admitted to the hospital because of vaginal bleeding. D... This report documents a rare case of complete spontaneous regression of clear cell carcinoma of the endometrium. An elderly woman with paranoid schizophrenia was admitted to the hospital because of vaginal bleeding. Diagnostic curetting and biopsy were performed and she was diagnosed with clear cell carcinoma of endometrium. Anti-tumour therapy was not possible because of her poor psychiatric status. 13 months later the woman died of a natural cause and at autopsy the endometrial tumour could no longer be identified. Myocardial infarction, aggravated by poor functional status of organism due to sepsis, was concluded to be the cause of death. 展开更多
关键词 Gynaecological Cancer pathology Spontaneous Regression clear cell Carcinoma Endometrial Cancer Glucose Metabolism
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Diagnosis of primary clear cell carcinoma of the liver based on Faster region-based convolutional neural network
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作者 Bin Liu Jianfei Li +3 位作者 Xue Yang Feng Chen Yanyan Zhang Hongjun Li 《Chinese Medical Journal》 SCIE CAS CSCD 2023年第22期2706-2711,共6页
Background:Distinguishing between primary clear cell carcinoma of the liver(PCCCL)and common hepatocellular carcinoma(CHCC)through traditional inspection methods before the operation is difficult.This study aimed to e... Background:Distinguishing between primary clear cell carcinoma of the liver(PCCCL)and common hepatocellular carcinoma(CHCC)through traditional inspection methods before the operation is difficult.This study aimed to establish a Faster region-based convolutional neural network(RCNN)model for the accurate differential diagnosis of PCCCL and CHCC.Methods:In this study,we collected the data of 62 patients with PCCCL and 1079 patients with CHCC in Beijing YouAn Hospital from June 2012 to May 2020.A total of 109 patients with CHCC and 42 patients with PCCCL were randomly divided into the training validation set and the test set in a ratio of 4:1.The Faster RCNN was used for deep learning of patients’data in the training validation set,and established a convolutional neural network model to distinguish PCCCL and CHCC.The accuracy,average precision,and the recall of the model for diagnosing PCCCL and CHCC were used to evaluate the detection performance of the Faster RCNN algorithm.Results:A total of 4392 images of 121 patients(1032 images of 33 patients with PCCCL and 3360 images of 88 patients with CHCC)were uesd in test set for deep learning and establishing the model,and 1072 images of 30 patients(320 images of nine patients with PCCCL and 752 images of 21 patients with CHCC)were used to test the model.The accuracy of the model for accurately diagnosing PCCCL and CHCC was 0.962(95%confidence interval[CI]:0.931-0.992).The average precision of the model for diagnosing PCCCL was 0.908(95%CI:0.823-0.993)and that for diagnosing CHCC was 0.907(95%CI:0.823-0.993).The recall of the model for diagnosing PCCCL was 0.951(95%CI:0.916-0.985)and that for diagnosing CHCC was 0.960(95%CI:0.854-0.962).The time to make a diagnosis using the model took an average of 4 s for each patient.Conclusion:The Faster RCNN model can accurately distinguish PCCCL and CHCC.This model could be important for clinicians to make appropriate treatment plans for patients with PCCCL or CHCC. 展开更多
关键词 Primary clear cell carcinoma of the liver Common hepatocellular carcinoma Differential diagnosis Faster RCNN CT Faster region-based convolutional neural network
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Pregnancy and Childbirth After Sertoli-Leydig Cell Tumor Resection:A Case Study and Literature Review
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作者 Lijun Mu Lihong Zhu 《Proceedings of Anticancer Research》 2022年第4期1-4,共4页
Objectives:To explore the clinical manifestations and pathological features in the biopsy of ovarian Sertoli-Leydig cell tumor,as well as to improve the clinical understanding of the disease.Methods:A case of pregnanc... Objectives:To explore the clinical manifestations and pathological features in the biopsy of ovarian Sertoli-Leydig cell tumor,as well as to improve the clinical understanding of the disease.Methods:A case of pregnancy and childbirth after Sertoli-Leydig cell tumor resection was retrospectively analyzed.The patients’clinical data were collected,including the clinical manifestations,postoperative biopsy results,auxiliary examination results,immunohistochemical results,treatment,and prognosis of the patient.Results:(1)SLCT occurred unilaterally;(2)according to the International Federation of Obstetrics and Gynecology(FIGO),the clinical staging was stage IA;according to the pathological classification of malignant tumors,it was gradeⅡ(moderately differentiated);(3)a healthy female live baby was delivered.Conclusion:Such tumors are rare low-grade malignancies and are even rarer in pregnancy.An increase in preoperative testosterone levels with positive ultrasonography results can be used to assist diagnosis;however,postoperative biopsy pathology remains the“gold standard”for the diagnosis of SLCTs.The definite diagnosis of SLCTs is of great significance for surgical planning and prognostic evaluation. 展开更多
关键词 Ovarian tumor Sertoli-Leydig cell tumor pathology diagnosis TESTOSTERONE Women
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透明细胞乳头状肾细胞肿瘤临床病理研究
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作者 彭森 孙辉 +2 位作者 王雪 王朝夫 吴迪 《临床与病理杂志》 CAS 2024年第2期261-267,共7页
目的:透明细胞乳头状肾细胞肿瘤(clear cell papillary renal cell tumor,CCPRCT)是一种少见但重要的肾肿瘤类型,与其他肾细胞肿瘤具有类似的形态学特征,易导致误诊。本研究旨在探讨CCPRCT的临床病理特征、诊断及鉴别诊断要点,以提高其... 目的:透明细胞乳头状肾细胞肿瘤(clear cell papillary renal cell tumor,CCPRCT)是一种少见但重要的肾肿瘤类型,与其他肾细胞肿瘤具有类似的形态学特征,易导致误诊。本研究旨在探讨CCPRCT的临床病理特征、诊断及鉴别诊断要点,以提高其病理诊断的准确性。方法:收集15例CCPRCT患者,观察其临床及影像学特点,分析其镜下形态、免疫表型,并复习相关文献。结果:15例患者中,男10例,女5例,年龄为(54±17)岁,10例患者肿瘤位于左肾,5例患者肿瘤位于右肾。组织学上肿瘤均由增厚的纤维囊包裹,并局限于肾实质内;肿瘤细胞排列成乳头状、管状、囊状、腺泡及实性等结构;乳头由小到中等大小、透明细胞质的单层细胞组成,肿瘤均为世界卫生组织/国际泌尿病理学会(World Health Organization/International Society of Urological Pathology,WHO/ISUP)1级或2级;细胞核反极性分布,即核上移,靠近腔面,远离基底,类似鲨鱼牙齿排列。免疫组织化学染色显示:细胞角蛋白7、碳酸酐酶9(carbonic anhydrase 9,CA9)和高分子量细胞角蛋白(34βE12)均为阳性表达;α甲基酰基辅酶A消旋酶、CD117、转录因子E3均为阴性表达;CCPRCT中典型的CA9表现方式是“U型”着色,即腔缘不表达,基底和侧面表达。患者术后随访均未见复发或转移。结论:CCPRCT是一种惰性肾细胞肿瘤,预后好,临床可能存在过诊断,其形态学为特征性的核朝向腔缘的线性排列,特殊的免疫表型CA9呈“U型”阳性,可以与其他肾细胞肿瘤区分开来,但仍然需要积累更多患者来阐释其预后。 展开更多
关键词 透明细胞乳头状肾细胞肿瘤 病理学特征 诊断 鉴别诊断
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青年(18~40岁)非透明细胞型肾恶性肿瘤患者的临床病理特点及预后
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作者 唐世英 薛子璇 +5 位作者 董靖晗 邱敏 田晓军 陆敏 张树栋 马潞林 《现代泌尿外科杂志》 2024年第1期60-64,共5页
目的分析总结单中心青年(18~40岁)非透明细胞型肾恶性肿瘤手术患者的临床、病理特征及预后,为同类患者的诊治提供参考。方法回顾性分析2012年1月—2022年8月于北京大学第三医院泌尿外科收治的113例青年非透明细胞型肾恶性肿瘤手术患者... 目的分析总结单中心青年(18~40岁)非透明细胞型肾恶性肿瘤手术患者的临床、病理特征及预后,为同类患者的诊治提供参考。方法回顾性分析2012年1月—2022年8月于北京大学第三医院泌尿外科收治的113例青年非透明细胞型肾恶性肿瘤手术患者的病例资料,其中男性57例(50.4%),女性56例(49.6%);平均发病年龄(31.6±5.8)岁;左侧57例(50.4%)、右侧56例(49.6%)。青年肾恶性肿瘤手术患者约占同期所有年龄段肾恶性肿瘤手术患者总数的12.4%,其中青年非透明细胞型肾恶性肿瘤手术患者占同期青年肾恶性肿瘤手术患者总数的34.8%。结果102例(90.3%)患者行微创手术(腹腔镜或机器人辅助),另外11例(9.7%)行开放手术;肾部分切除术55例(48.7%),根治性肾切除术58例(51.3%),肾癌瘤栓患者11例(9.7%)。手术均顺利完成,围手术期无严重并发症发生。病理类型包括肾嫌色细胞癌32例(28.3%)、MiT家族易位性肾细胞癌25例(22.1%)、乳头状肾细胞癌20例(17.7%)、3种病理亚型合计占总体的68.1%。术后随访46(2~115)个月,8例(7.8%,8/102)出现肿瘤转移,2例死亡。结论青年非透明细胞型肾恶性肿瘤相对少见,病理类型以嫌色细胞癌为主,微创手术仍是该类肾恶性肿瘤患者的主要治疗方式,多数病理类型远期预后较好,合并瘤栓患者转移风险高、预后较差。 展开更多
关键词 青年 非透明细胞型肾恶性肿瘤 病理类型 肾嫌色细胞癌 微创手术
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印片细胞在乳腺肿瘤术中快速病理诊断中的准确度评价
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作者 成慧 张海霞 董惠 《系统医学》 2024年第11期135-138,共4页
目的 探讨乳腺肿瘤术中快速病理诊断中印片细胞的诊断效果及准确度。方法 选取2022年8月—2023年10月寿光市人民医院收治的100例疑似乳腺肿瘤患者为研究对象,所有患者术中送检新鲜肿瘤组织标本,进行病理检查,包括冰冻切片、印片细胞,以... 目的 探讨乳腺肿瘤术中快速病理诊断中印片细胞的诊断效果及准确度。方法 选取2022年8月—2023年10月寿光市人民医院收治的100例疑似乳腺肿瘤患者为研究对象,所有患者术中送检新鲜肿瘤组织标本,进行病理检查,包括冰冻切片、印片细胞,以术后病理诊断结果为金标准,分析上述不同术中快速病理诊断的价值。结果 术后病理诊断显示,100例疑似患者中,阳性48例,冰冻切片、印片细胞诊断显示阳性分别为50例、48例,检出率对比,差异无统计学意义(P>0.05);印片细胞诊断特异度(96.15%)、准确度(96.00%)、敏感度(95.83%)均高于冰冻切片(76.92%、78.00%、79.17%),差异有统计学意义(χ^(2)=8.254、14.323、6.095,P均<0.05)。结论 印片细胞具有较高的特异度、准确度、敏感度,可以更好地指导针对性治疗。 展开更多
关键词 乳腺肿瘤 术中快速病理诊断 印片细胞 诊断价值
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代谢综合征对肾透明细胞癌分级分期及围手术期相关指标的影响
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作者 刘畅 高文波 +1 位作者 钱施安 张江磊 《泌尿外科杂志(电子版)》 2024年第1期44-49,共6页
目的探讨代谢综合征(metabolic syndrome,MS)对肾透明细胞癌(clear cell renal cell carcinoma,ccRCC)的病理分级、分期及围手术期相关指标的影响。方法选取2020年1月至2022年12月在苏州大学附属第一医院接受手术治疗的226例ccRCC患者... 目的探讨代谢综合征(metabolic syndrome,MS)对肾透明细胞癌(clear cell renal cell carcinoma,ccRCC)的病理分级、分期及围手术期相关指标的影响。方法选取2020年1月至2022年12月在苏州大学附属第一医院接受手术治疗的226例ccRCC患者的临床资料进行回顾性分析,根据是否合并MS分为MS组(n=67)与非MS组(n=159)。比较两组患者的病理分级、分期以及围手术期相关指标,主要包括美国麻醉医师协会分级(American society of anesthesiologists,ASA)评分、术前准备时间、手术时间、肾动脉阻断时间、术中出血量、术中输血率,术后肠道功能恢复、拔出导尿管时间、拔出腹膜后引流管时间、术后发热情况、术后住院时间等。结果高血压、糖尿病、高血脂与ccRCC病理分级、分期相关,差异均有统计学意义(P<0.05)。多因素logistic回归分析结果显示,高血压、糖尿病、高血脂是ccRCC分级的独立危险因素(P<0.05),高血脂是ccRCC分期的独立危险因素(P<0.05)。在腹腔镜下肾部分切除术(laparoscopic partial nephrectomy,LPN)与腹腔镜下肾根治切除术(laparoscopic radial nephrectomy,LRN)围手术期,MS组术前准备、手术、拔出腹膜后引流管、术后住院时间均长于非MS组,ASA分级≥Ⅲ级比例与术后发热比例高于非MS组,术中出血量大于非MS组,差异均有统计学意义(P<0.05)。结论MS与ccRCC病理分级、分期及围手术期相关指标均有相关性。因此,在ccRCC诊疗过程中,应重视MS,加强围手术期管理,帮助患者取得良好预后。 展开更多
关键词 代谢综合征 肾透明细胞癌 病理学 围手术期
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