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Differentiate Xp11.2 Translocation Renal Cell Carcinoma from Computed Tomography Images and Clinical Data with ResNet-18 CNN and XGBoost
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作者 Yanwen Lu Wenliang Ma +3 位作者 Xiang Dong Mackenzie Brown Tong Lu Weidong Gan 《Computer Modeling in Engineering & Sciences》 SCIE EI 2023年第7期347-362,共16页
This study aims to apply ResNet-18 convolutional neural network(CNN)and XGBoost to preoperative computed tomography(CT)images and clinical data for distinguishing Xp11.2 translocation renal cell carcinoma(Xp11.2 tRCC)... This study aims to apply ResNet-18 convolutional neural network(CNN)and XGBoost to preoperative computed tomography(CT)images and clinical data for distinguishing Xp11.2 translocation renal cell carcinoma(Xp11.2 tRCC)from common subtypes of renal cell carcinoma(RCC)in order to provide patients with individualized treatment plans.Data from45 patients with Xp11.2 tRCC fromJanuary 2007 to December 2021 are collected.Clear cell RCC(ccRCC),papillary RCC(pRCC),or chromophobe RCC(chRCC)can be detected from each patient.CT images are acquired in the following three phases:unenhanced,corticomedullary,and nephrographic.A unified framework is proposed for the classification of renal masses.In this framework,ResNet-18 CNN is employed to classify renal cancers with CT images,while XGBoost is adopted with clinical data.Experiments demonstrate that,if applying ResNet-18 CNN or XGBoost singly,the latter outperforms the former,while the framework integrating both technologies performs similarly or better than urologists.Especially,the possibility of misclassifying Xp11.2 tRCC,pRCC,and chRCC as ccRCC by the proposed framework is much lower than urologists. 展开更多
关键词 ResNet-18 CNN XGBoost computed tomography TFE3 renal cell carcinoma
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Advances of multidetector computed tomography in the characterization and staging of renal cell carcinoma 被引量:19
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作者 Athina C Tsili Maria I Argyropoulou 《World Journal of Radiology》 CAS 2015年第6期110-127,共18页
Renal cell carcinoma(RCC) accounts for approximately 90%-95% of kidney tumors. With the widespread use of cross-sectional imaging modalities, more than half of RCCs are detected incidentally, often diagnosed at an ear... Renal cell carcinoma(RCC) accounts for approximately 90%-95% of kidney tumors. With the widespread use of cross-sectional imaging modalities, more than half of RCCs are detected incidentally, often diagnosed at an early stage. This may allow the planning of more conservative treatment strategies. Computed tomography(CT) is considered the examination of choice for thedetection and staging of RCC. Multidetector CT(MDCT) with the improvement of spatial resolution and the ability to obtain multiphase imaging, multiplanar and threedimensional reconstructions in any desired plane brought about further improvement in the evaluation of RCC. Differentiation of RCC from benign renal tumors based on MDCT features is improved. Tumor enhancement characteristics on MDCT have been found closely to correlate with the histologic subtype of RCC, the nuclear grade and the cytogenetic characteristics of clear cell RCC. Important information, including tumor size, localization, and organ involvement, presence and extent of venous thrombus, possible invasion of adjacent organs or lymph nodes, and presence of distant metastases are provided by MDCT examination. The preoperative evaluation of patients with RCC was improved by depicting the presence or absence of renal pseudocapsule and by assessing the possible neoplastic infiltration of the perirenal fat tissue and/or renal sinus fat compartment. 展开更多
关键词 carcinoma Kidney COMPUTED tomography renal cell carcinoma STAGING MULTIDETECTOR COMPUTED tomography
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Perfusion computed tomography in renal cell carcinoma 被引量:8
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作者 Chandan J Das Usha Thingujam +2 位作者 Ananya Panda Sanjay Sharma Arun Kumar Gupta 《World Journal of Radiology》 CAS 2015年第7期170-179,共10页
Various imaging modalities are available for the diagnosis, staging and response evaluation of patients with renal cell carcinoma(RCC). While contrast enhanced computed tomography(CT) is used as the standard of imagin... Various imaging modalities are available for the diagnosis, staging and response evaluation of patients with renal cell carcinoma(RCC). While contrast enhanced computed tomography(CT) is used as the standard of imaging for size, morphological evaluation and response assessment in RCC, a new functional imaging technique like perfusion CT(p CT), goes down to the molecular level and provides new perspectives in imaging of RCC. p CT depicts regional tumor perfusion and vascular permeability which are indirect parameters of tumor angiogenesis and thereby provides vital information regarding tumor microenvironment. Also response evaluation using p CT may predate the size criteria used in Response Evaluation Criteria in Solid Tumors, as changes in the perfusion occurs earlier following tissue kinase inhibitors before any actual change in size. This may potentially help in predicting prognosis, better selection of therapy and more accurate and better response evaluation in patients with RCC. This article describes the techniques and role of p CT in staging and response assessment in patients with RCCs. 展开更多
关键词 ANGIOGENESIS ANTI-ANGIOGENIC therapy PERFUSION COMPUTED tomography renal cell carcinoma
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Erythrocytosis caused by giant chromophobe renal cell carcinoma:a case report indicating a 9.year misdiagnosis of polycythemia vera 被引量:1
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作者 Renbo Guo Yiran Liang +2 位作者 Lei Yan Zhonghua Xu Juchao Ren 《Chinese Journal of Cancer》 SCIE CAS CSCD 2017年第9期438-443,共6页
Background:Erythrocytosis,a rare paraneoplastic syndrome,generally occurs in patients with clear cell renal cell carcinoma and has never been reported in patients with chromophobe renal cell carcinoma.Case presentatio... Background:Erythrocytosis,a rare paraneoplastic syndrome,generally occurs in patients with clear cell renal cell carcinoma and has never been reported in patients with chromophobe renal cell carcinoma.Case presentation:We report a case of a young man suffering from a giant(22-cm) mass on his left kidney.Because of a history of polycythemia vera,the patient had been treated for the condition for 9 years.Radical nephrectomy was successfully performed,and the postoperative pathologic examination confirmed a diagnosis of chromophobe renal cell carcinoma.Unexpectedly,the symptom of erythrocytosis disappeared after the surgery.Further examination and analysis were performed,and we finally attributed his erythrocytosis to chromophobe renal cell carcinoma.Conclusions:Chromophobe renal cell carcinoma could cause erythrocytosis,but the clear-cut mechanism needs further research.Secondary erythrocytosis such as those related with renal tumors should be taken into consideration during the diagnosis of polycythemia vera. 展开更多
关键词 chromophobe renal cell carcinoma POLYCYTHEMIA VERA ERYTHROCYTOSIS MISDIAGNOSIS
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Chromophobe renal cell carcinoma: Novel molecular insights and clinicopathologic updates 被引量:1
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作者 Reza Alaghehbandan G.Przybycin Christopher +1 位作者 Virginie Verkarre Rohit Mehra 《Asian Journal of Urology》 CSCD 2022年第1期1-11,共11页
Chromophobe renal cell carcinoma(ChRCC)is the third most common renal cell carcinoma(RCC)subtype,which predominantly occurs in sporadic setting.ChRCCs are considered to originate from the intercalated cell of distal t... Chromophobe renal cell carcinoma(ChRCC)is the third most common renal cell carcinoma(RCC)subtype,which predominantly occurs in sporadic setting.ChRCCs are considered to originate from the intercalated cell of distal tubules with two main morphological variants,classic and eosinophilic.Most ChRCCs carry a favorable clinical outcome.Histology alone is limited in predicting the behavior of ChRCCs that do not have overtly aggressive morphologic findings such as necrosis and sarcomatoid features.Along with positive CD117 expression,classic ChRCCs generally express diffuse and uniform CK7,while eosinophilic variant demonstrates more heterogeneous CK7 expression(rare or patchy).Multiple losses of chromosomes 1,2,6,10,13,17,and 21 are considered to be the genetic hallmarks of classic and eosinophilic ChRCCs,while chromosomal gains are known to be associated with sarcomatoid ChRCCs.TP53 and PTEN are the two most frequently mutated genes in ChRCCs.The major challenge in the differential diagnosis of ChRCCs includes considerations around the eosinophilic variant(of ChRCCs),where it may share overlapping features with oncocytoma or other recent emergent oncocytic tumors.Most eosinophilic ChRCCs share expression of the recently described biomarkers,LINC01187 and FOXI1,with classic ChRCCs,however,a subset of eosinophilic-like ChRCCs with lower biomarker expression have been demonstrated to harbor MTOR gene mutations.Overall,the morphologic features of ChRCCs and genetic profile with combinations of chromosomal losses and gains suggest this tumor entity to represent a distinct,yet heterogeneous group of renal neoplasms. 展开更多
关键词 renal cell carcinoma chromophobe IMMUNOHISTO-CHEMISTRY RNA in situ hybridization Next-generation sequencing Oncocytic tumors MOLECULAR
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Synchronous sporadic bilateral multiple chromophobe renal cell carcinoma accompanied by a clear cell carcinoma and a cyst: A case report 被引量:1
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作者 Fan Yang Zi-Chen Zhao +4 位作者 A-Jin Hu Peng-Fei Sun Bin Zhang Ming-Chuan Yu Juan Wang 《World Journal of Clinical Cases》 SCIE 2020年第14期3064-3073,共10页
BACKGROUND Renal cell carcinomas are usually unilateral.However,they are bilateral in 2%to 4%of sporadic cases and is considerably more common in familial cases.Synchronous sporadic bilateral multiple chromophobe rena... BACKGROUND Renal cell carcinomas are usually unilateral.However,they are bilateral in 2%to 4%of sporadic cases and is considerably more common in familial cases.Synchronous sporadic bilateral multiple chromophobe renal cell carcinoma(CHRCC)with different subtypes is rare.CASE SUMMARY In this case report,we describe a case of synchronous bilateral CHRCC with two histological variants,accompanied by a clear cell carcinoma and a cyst in a 50-year-old male.The patient underwent retroperitoneal laparoscopic bilateral nephron-sparing surgery and there was no serious postoperative renal dysfunction.CONCLUSION We report a rare case of synchronous bilateral CHRCC with two histological variants associated with a clear cell carcinoma and a cyst. 展开更多
关键词 Bilateral sporadic renal cell carcinoma chromophobe renal cell carcinoma Multiple tumors Laparoscopic partial nephrectomy KIDNEY Case report
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Synchronous bilateral multiple chromophobe cell renal carcinoma complicated with right kidney cyst: a case report 被引量:1
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作者 Li Xungang Cui Xingang +6 位作者 Zhang Dongxu Xu Danfeng Gao Yi Yin Lei Jiang Lei Li Yuli Chen Ming 《Journal of Medical Colleges of PLA(China)》 CAS 2012年第1期58-62,共5页
Synchronous bilateral multiple chromophobe cell renal carcinoma is rare; here we report a case diagnosed with bilateral renal multiple tumors complicated with a cyst in the right kidney. Retroperitoneal laparoscopic b... Synchronous bilateral multiple chromophobe cell renal carcinoma is rare; here we report a case diagnosed with bilateral renal multiple tumors complicated with a cyst in the right kidney. Retroperitoneal laparoscopic bilateral nephron sparing surgery was performed and there was no serious postoperative renal dysfunction. Pathological and immunohistochemical diagnoses of both tumors were chromophobe cell renal carcinoma. The patient has been doing well without any evidence of recurrence or metastasis for 6 months. 展开更多
关键词 chromophobe cell renal carcinoma Nephron sparing surgery Retroperitoneal laparoscopy
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Kidney re-transplantation after living donor graft nephrectomy due to de novo chromophobe renal cell carcinoma:A case report
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作者 Hui Wang Wen-Li Song +2 位作者 Wen-Juan Cai Gang Feng Ying-Xin Fu 《World Journal of Clinical Cases》 SCIE 2021年第17期4365-4372,共8页
BACKGROUND There are few reported cases of allograft nephrectomy due to malignancy followed by successful renal re-transplantation two years later.In this paper,we report a patient who underwent kidney re-transplantat... BACKGROUND There are few reported cases of allograft nephrectomy due to malignancy followed by successful renal re-transplantation two years later.In this paper,we report a patient who underwent kidney re-transplantation after living donor graft nephrectomy due to de novo chromophobe renal cell carcinoma(ChRCC)involving the allograft kidney.CASE SUMMARY A 34-year-old man underwent living kidney transplantation at the age of 22 years for end-stage renal disease.Maintenance immunosuppression consisted of tacrolimus,mycophenolate mofetil(MMF),and prednisone.Six years posttransplantation,at another hospital,ultrasonography revealed a small mass involving the upper pole of the graft.The patient declined further examination and treatment at this point.Seven years and three months post-transplantation,the patient experienced decreasing appetite,weight loss,gross hematuria,fatigue,and oliguria.Laboratory tests showed anemia(hemoglobin level was 53 g/L).Contrast-enhanced computed tomography revealed a large heterogeneous cysticsolid mass involving the upper pole of the renal allograft.Graft nephrectomy was performed and immunosuppressants were withdrawn.Histological and immunohistochemical features of the tumor were consistent with ChRCC.One year after allograft nephrectomy,low doses of tacrolimus and MMF were administered for preventing allosensitization.Two years after allograft nephrectomy,the patient underwent kidney re-transplantation.Graft function remained stable with no ChRCC recurrence in more than 2-years of follow-up.CONCLUSION De novo ChRCC in kidney graft generally has a good prognosis after graft nephrectomy and withdrawal of immunosuppression.Kidney re-transplantation could be a viable treatment.A 2-year malignancy-free period may be sufficient time before re-transplantation. 展开更多
关键词 chromophobe renal cell carcinoma KIDNEY NEPHRECTOMY TRANSPLANTATION Case report
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Review of renal cell carcinoma and its common subtypes in radiology 被引量:21
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作者 Gavin Low Guan Huang +2 位作者 Winnie Fu Zaahir Moloo Safwat Girgis 《World Journal of Radiology》 CAS 2016年第5期484-500,共17页
Representing 2%-3% of adult cancers, renal cell carcinoma(RCC) accounts for 90% of renal malignancies and is the most lethal neoplasm of the urologic system. Over the last 65 years, the incidence of RCC has increased ... Representing 2%-3% of adult cancers, renal cell carcinoma(RCC) accounts for 90% of renal malignancies and is the most lethal neoplasm of the urologic system. Over the last 65 years, the incidence of RCC has increased at a rate of 2% per year. The increased incidence is at least partly due to improved tumor detection secondary to greater availability of high-resolution cross-sectional imaging modalities over the last few decades. Most RCCs are asymptomatic at discovery and are detected as unexpected findings on imaging performed for unrelated clinical indications. The 2004 World Health Organization Classification of adult renal tumors stratifies RCC into several distinct histologic subtypes of which clear cell, papillary and chromophobe tumors account for 70%, 10%-15%, and 5%, respectively. Knowledge of the RCC subtype is important because the various subtypes are associated with different biologic behavior, prognosis and treatment options. Furthermore, the common RCC subtypes can often be discriminated non-invasively based on gross morphologic imaging appearances, signal intensity on T2-weighted magnetic resonance images, and the degree of tumor enhancement on dynamic contrast-enhanced computed tomography or magnetic resonance imaging examinations. In this article, we review the incidence and survival data, risk factors, clinical and biochemical findings, imaging findings, staging, differential diagnosis, management options and posttreatment follow-up of RCC, with attention focused on the common subtypes. 展开更多
关键词 PAPILLARY renal cell carcinoma MULTIDETECTOR computed tomography Clear cell renal cell carcinoma Magnetic resonance imaging chromophobe renal cell carcinoma Tumor staging Treatment protocols
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Comparative study of helical CT with contrast-enhanced ultrasound of renal carcinoma 被引量:1
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作者 Yan Guo Guangsheng Wan +3 位作者 Yaqing Chen Mingjuan Liu Qian Peng Zhaomin Huang 《The Chinese-German Journal of Clinical Oncology》 CAS 2008年第2期93-97,共5页
Objective: To investigate the efficiency of helical CT comparing with contrast-enhanced ultrasound, and to im- prove the diagnosis efficiency of renal cell carcinoma (RCC). Methods: Thirty RCCs confirmed pathologicall... Objective: To investigate the efficiency of helical CT comparing with contrast-enhanced ultrasound, and to im- prove the diagnosis efficiency of renal cell carcinoma (RCC). Methods: Thirty RCCs confirmed pathologically were studied retrospectively. The un-enhanced CT scan and the triphasic enhanced helical CT scan were performed in all cases, the gray-scale US and angiosonography with SonoVue were performed in all cases meantime. Results: 22 cases (73.3%) were diagnosed correctly by helical CT alone before operation. 7 cases (23.3%) were suspected as RCC with helical CT. One case (3.3%) was misdiagnosed with helical CT. 25 cases (83.3%) were diagnosed correctly with contrast-enhanced ultrasound alone pre-operation. One case (3.3%) was suspected as RCC with angiosonography. Four cases (13.3%) were misdiagnosed with angiosonography alone. 29 cases (96.7%) were diagnosed correctly by helical CT combining with angiosonography before operation, one case (3.3%) was diagnosed as renal mass with both helical CT and angiosonography. Conclusion: Contrast-enhanced ultrasound is sensitive in detecting blood flow, it can detect the enhancement of the tumor which cannot be detected by helical CT. CT and angiosonography have strong complement each other in the diagnosis of RCC. 展开更多
关键词 carcinoma renal cell tomography x-ray computed contrast-enhanced ultrasound
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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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MSCT对乏脂肾血管平滑肌脂肪瘤与非透明细胞肾癌的鉴别诊断
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作者 于永梅 王艳芹 +3 位作者 韩翔宇 王敏 陈明井 潘冬梅 《济宁医学院学报》 2024年第1期20-24,共5页
目的分析乏脂肾血管平滑肌脂肪瘤(乏脂AML)与非透明细胞肾癌(肾乳头状细胞癌、嫌色细胞癌)的CT特征,提高病变的鉴别诊断效能。方法回顾性分析经手术病理证实乏脂AML19例、肾乳头状细胞癌(PRCC)16例及肾嫌色细胞癌(ChRCC)22例。测量肿瘤... 目的分析乏脂肾血管平滑肌脂肪瘤(乏脂AML)与非透明细胞肾癌(肾乳头状细胞癌、嫌色细胞癌)的CT特征,提高病变的鉴别诊断效能。方法回顾性分析经手术病理证实乏脂AML19例、肾乳头状细胞癌(PRCC)16例及肾嫌色细胞癌(ChRCC)22例。测量肿瘤四期(平扫期、皮髓质期、实质期及排泄期)相同ROI的CT值及健侧肾皮质CT值,计算肿瘤强化百分比、多期相净增值、相对强化比并进行统计学分析。结果乏脂AML在平扫期及皮髓质期CT值高于PRCC与ChRCC的CT值,差异均有统计学意义(均P<0.05),在实质期及排泄期,乏脂AML与两者比较差异无统计学意义(均P>0.05)。乏脂AML在皮髓质期、实质期和排泄期的强化百分比高于PRCC、ChRCC,差异均有统计学意义(均P<0.05)。乏脂AML与PRCC、ChRCC在皮髓质期及实质期多期相净增值、相对强化比的差异均有统计学意义(均P<0.05),在排泄期差异无统计学意义(P>0.05)。结论乏脂AML与非透明细胞癌平扫及增强扫描有其特征性CT表现,强化百分比、多期相净增值、相对强化比可进一步提高AML与非透明细胞肾癌的诊断及鉴别诊断能力。 展开更多
关键词 肾肿瘤 肾细胞 血管平滑肌脂肪瘤 X线计算机 体层摄影术
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低级别嗜酸性肾肿瘤3例报告并文献复习
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作者 孙新光 宋志雪 +5 位作者 高双友 温英武 邓绍晖 郝一昌 陆敏 张树栋 《现代泌尿外科杂志》 CAS 2024年第10期912-915,共4页
目的总结3例低级别嗜酸性肾肿瘤(LOT)患者的临床信息、影像学表现、病理表现及预后,提高临床对该疾病的认识。方法回顾性分析北京大学第三医院2020年2月—2022年9月收治的3例LOT患者的临床资料、影像学表现、病理资料及术后随访情况。结... 目的总结3例低级别嗜酸性肾肿瘤(LOT)患者的临床信息、影像学表现、病理表现及预后,提高临床对该疾病的认识。方法回顾性分析北京大学第三医院2020年2月—2022年9月收治的3例LOT患者的临床资料、影像学表现、病理资料及术后随访情况。结果3例确诊为LOT的患者均为男性,年龄51~70岁,肿瘤最大径14~21 mm,均为单发。患者均无特殊临床表现,计算机断层扫描示类圆形等密度影。3例患者均行保留肾单位的肿瘤切除术。大体标本的切面为棕黄色或棕色,肿瘤呈实性或部分区域囊实性。HE染色可见细胞质呈均匀的嗜酸性,细胞核呈圆形或椭圆形,局部可能有细微的核周空晕。免疫组化示CK7(+)、CD117(-)。病例2行基因检测提示可能具有临床意义的体细胞变异1个(结节性硬化症2基因)。术后随访时间12~23个月,随访期间肿瘤均未复发。结论LOT在临床症状与影像学上无明显特征,在组织形态学上表现出与肾嗜酸细胞瘤和肾嫌色细胞癌杂合性或交界性的特征,生物学行为呈惰性表现,行保留肾单位的肿瘤切除术,患者预后良好。 展开更多
关键词 低级别 肾肿瘤 肾嗜酸细胞瘤 肾嫌色细胞癌
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腮腺透明细胞型嗜酸细胞腺瘤1例
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作者 朱文翠 张映林 +4 位作者 李方方 黎贵芸 张鹏 房辉 边莉 《华西口腔医学杂志》 CAS CSCD 北大核心 2024年第1期126-132,共7页
腮腺嗜酸细胞腺瘤是一种涎腺良性肿瘤,其发病率低,既往文献少有报道,而以透明细胞为主型的嗜酸细胞腺瘤病例报道更为少见。该肿瘤临床表现及影像学检查无特异性,在诊疗中与涎腺其他肿瘤如嗜酸细胞癌以及转移性肾透明细胞癌鉴别困难,易... 腮腺嗜酸细胞腺瘤是一种涎腺良性肿瘤,其发病率低,既往文献少有报道,而以透明细胞为主型的嗜酸细胞腺瘤病例报道更为少见。该肿瘤临床表现及影像学检查无特异性,在诊疗中与涎腺其他肿瘤如嗜酸细胞癌以及转移性肾透明细胞癌鉴别困难,易导致误诊误治。为探讨涎腺透明细胞为主型嗜酸细胞腺瘤的诊断和治疗,提高对该肿瘤的临床病理组织学特征的认识,现报告1例腮腺透明细胞为主型嗜酸细胞腺瘤病例,并对以往相关文献进行回顾复习。 展开更多
关键词 腮腺肿瘤 嗜酸细胞腺瘤 肾透明细胞癌 病理组织学
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基于CT皮质期影像组学预测肾细胞癌亚型的研究
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作者 赵才勇 陈文 +2 位作者 严志强 陈超 崔凤 《中国临床医学影像杂志》 CAS CSCD 北大核心 2024年第3期197-201,共5页
目的:探讨基于CT皮质期影像组学鉴别肾透明细胞癌(ccRCC)和非透明细胞癌(non-ccRCC)的价值。方法:回顾性分析2017年1月—2022年12月经病理证实的122例肾细胞癌患者的资料,其中ccRCC 82例,non-ccRCC 40例,并以随机数表法按7∶3的比例将... 目的:探讨基于CT皮质期影像组学鉴别肾透明细胞癌(ccRCC)和非透明细胞癌(non-ccRCC)的价值。方法:回顾性分析2017年1月—2022年12月经病理证实的122例肾细胞癌患者的资料,其中ccRCC 82例,non-ccRCC 40例,并以随机数表法按7∶3的比例将患者分成训练集(n=85)和验证集(n=37)。在CT皮质期手工逐层勾画肿瘤感兴趣区(ROI)后提取影像组学特征,使用特征间线性相关检查和F检验依次进行特征筛选,采用逻辑回归分类器构建影像组学模型。采用t检验、χ^(2)检验及Logistic回归分析筛选CT影像特征,建立常规影像模型。综合影像组学评分和常规影像模型建立联合模型。绘制ROC曲线评估各模型的预测效能,AUC比较采用Delong检验。结果:影像组学模型在训练集和验证集中的AUC分别为0.990(95%CI 0.976~1.0)和0.890(95%CI 0.774~1.0)。在训练集和验证集中,影像组学模型和联合模型的预测效能均优于常规影像模型,差异有统计学意义(P均<0.05);相比联合模型,在验证集中影像组学模型的预测效能略高,但无统计学差异(P=0.27)。结论:基于CT皮质期影像组学模型对预测肾细胞癌亚型具有较好的效能。 展开更多
关键词 肾细胞 体层摄影术 螺旋计算机
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增强CT影像组学对肾透明细胞癌恶性程度的鉴别
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作者 梅超 朱庆强 +2 位作者 叶靖 李璐璐 莫小小 《中国CT和MRI杂志》 2024年第4期112-115,共4页
目的探索基于CT增强图像影像组学鉴别肾透明细胞癌恶性程度的价值。方法回顾性分析192例经病理证实为肾透明细胞癌(CCRCC)增强CT图像资料,其中低级别组(Ⅰ-Ⅱ级,n=111)、高级别组(Ⅲ-Ⅳ级,n=81)。对于增强CT皮质髓质期(CMP)、肾实质期(... 目的探索基于CT增强图像影像组学鉴别肾透明细胞癌恶性程度的价值。方法回顾性分析192例经病理证实为肾透明细胞癌(CCRCC)增强CT图像资料,其中低级别组(Ⅰ-Ⅱ级,n=111)、高级别组(Ⅲ-Ⅳ级,n=81)。对于增强CT皮质髓质期(CMP)、肾实质期(NP)、排泄期(EP)及三期联合的图像进行影像组学特征提取,运用最小绝对收缩率和选择运算符(LASSO)进行降维,选取有价值的组学特征,采用五折交叉验证将样本量分为训练组及测试组,训练组采用支持向量(support vector machine,SVM)及逻辑回归(logistic regression,LR)两类分类器创建CMP、NP、EP及三期联合的影像组学模型,运用受试者工作特征曲线下面积(AUC)、准确度、灵敏度、特异度、精确度最终评估影像组学模型对于肾透明细胞癌恶性程度的诊断效能,并用测试组进一步验证。结果基于CMP、NP、EP及三期联合图像所建立的影像组学模型与CCRCC恶性程度显著相关,且CMP影像组学模型对于CCRCC恶性程度诊断效能最高(R=0.831,0.801)。SVM分类器模型测试组CMP、NP、EP及三期联合诊断效能ROC曲线下面积(AUC)值分别为0.819、0.785、0.808、0.812;LR分类器模型测试组CMP、NP、EP及三期联合AUC值分别为0.860、0.789、0.808、0.799;在SVM与LR分类器中,CMP与EP、CMP与NP影像组学模型AUC值之间具有显著差异(P<0.05),NR与EP模型之间无差异(P>0.05)。两类分类器均有较好的诊断性能,且SVM分类器建立的影像组学模型性能较LR分类器更稳定、全面。结论基于增强CT影像组学特征所建立的影像组学模型对于肾透明细胞癌恶性程度鉴别具有临床指导性作用,且SVM分类器建立的影像组学模型性能更加稳定、全面。 展开更多
关键词 影像组学 肾肿瘤 透明细胞癌 增强CT
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肾乏脂型血管平滑肌脂肪瘤与非透明细胞肾癌的CT鉴别诊断
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作者 林丽丹 胡雅诺 +2 位作者 邱思凡 柯志虹 许尚文 《中国CT和MRI杂志》 2024年第1期107-109,113,共4页
目的探讨CT对最大径≤4cm的肾乏脂型血管平滑肌脂肪瘤(fp-AML)与非透明细胞肾癌的鉴别诊断价值。方法回顾性收集经病理证实的fpAML33例、乳头状肾细胞癌(PRCC)22例和肾嫌色细胞癌(ChRCC)19例,分析其CT形态学、平扫及强化特点。结果fp-AM... 目的探讨CT对最大径≤4cm的肾乏脂型血管平滑肌脂肪瘤(fp-AML)与非透明细胞肾癌的鉴别诊断价值。方法回顾性收集经病理证实的fpAML33例、乳头状肾细胞癌(PRCC)22例和肾嫌色细胞癌(ChRCC)19例,分析其CT形态学、平扫及强化特点。结果fp-AML的肿瘤最大径小于PRCC及ChRCC,差异有统计学意义(P<0.05);fp-AML的劈裂征和平扫高密度发生率高于PRCC、ChRCC,差异有统计学意义(P<0.05);在平扫和增强扫描各期肿瘤CT值、皮髓质期和实质期肿瘤绝对强化CT值、皮髓质期肿瘤相对强化幅度、皮髓质期强化率及强化程度方面,fp-AML均高于PRCC及ChRCC,差异有统计学意义(P<0.05)。在肿瘤密度均匀性、钙化、囊变坏死、肿瘤中心、啤酒杯溢出征、强化方式方面,fp-AML与PRCC及ChRCC差异无统计学意义(P>0.05)。结论肿瘤最大径、劈裂征、平扫高密度和肿瘤强化特点等有助于鉴别直径≤4cm的fp-AML和非透明细胞肾癌。 展开更多
关键词 血管平滑肌脂肪瘤 肾细胞癌 乳头状肾细胞癌 肾嫌色细胞癌 体层摄影术 X线计算机 鉴别诊断
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肾乏脂性血管平滑肌脂肪瘤与三种常见病理类型肾癌的CT鉴别诊断 被引量:1
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作者 耿琳琳 吕英强 房中华 《医学影像学杂志》 2024年第1期66-69,95,共5页
目的探讨CT平扫征象及CT动态增强在鉴别乏脂性血管平滑肌脂肪瘤(angiomy-olipoma with minimal fat,AMLmf)与三种常见病理类型肾癌的应用价值。方法选取83例肾脏实性肿块,其中15例经病理确诊为AMLmf,15例经病理确诊为肾脏乳头状细胞癌(P... 目的探讨CT平扫征象及CT动态增强在鉴别乏脂性血管平滑肌脂肪瘤(angiomy-olipoma with minimal fat,AMLmf)与三种常见病理类型肾癌的应用价值。方法选取83例肾脏实性肿块,其中15例经病理确诊为AMLmf,15例经病理确诊为肾脏乳头状细胞癌(PRCC),27例经病理确诊为肾脏透明细胞癌(CCRCC),26例经病理确诊为肾脏嫌色细胞癌(ChRCC)。83例患者术前均行CT平扫及三期动态增强检查,分别测量肿块实性区域平扫及三期动态增强CT绝对值,随后计算平扫与增强各期之间CT绝对值,三组(乏脂性AML与乳头状细胞癌、乏脂性AML与透明细胞癌、乏脂性AML与嫌色细胞癌)病例各期CT绝对值比较行单因素方差分析;四类病例分别观察病灶平扫密度是否均匀、强化密度是否均匀、是否囊变、有无星芒状瘢痕、有无劈裂征、有无钙化,随后采用χ^(2)检验或Fisher确切概率法分析。结果AMLmf皮质期-平扫CT绝对值、排泄期-实质期CT绝对值均显著大于PRCC,实质期-皮质期CT绝对值显著小于PRCC,差异有统计学意义(P<0.05);AMLmf皮质期-平扫CT绝对值、实质期-皮质期CT绝对值、排泄期-实质期CT绝对值均显著小于CCRCC(P<0.05);AMLmf皮质期-平扫CT绝对值小于ChRCC,差异有统计学意义(P<0.05);AMLmf最大径显著小于PRCC、ChRCC,差异有统计学意义(P<0.05);在劈裂征方面,AMLmf与三种肾癌比较差异均有统计学意义(P<0.05);在强化是否均匀、有无囊变、肿瘤生长内生/外生方面,AMLmf与CCRCC比较差异有统计学意义(P<0.05),余差异无统计学意义。结论CT动态增强各期CT绝对值及CT征象有利于鉴别AMLmf及三种常见类型肾癌。 展开更多
关键词 肾血管平滑肌脂肪瘤 肾乳头状细胞癌 肾透明细胞癌 肾嫌色细胞癌 体层摄影术 X线计算机
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基于CT影像特征鉴别小肾嫌色细胞癌及小乏脂型肾血管平滑肌脂肪瘤
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作者 林杉莎 颜竹 +1 位作者 杜佳衡 何晓鹏 《中国医学计算机成像杂志》 CSCD 北大核心 2024年第4期464-468,共5页
目的:探讨小肾嫌色细胞癌(CRCC)及小乏脂型肾血管平滑肌脂肪瘤(fpAML)的CT影像学特征及其鉴别诊断要点。方法:回顾性纳入经手术病理证实的小fpAML(n=20)及小CRCC(n=26)患者的临床及影像资料,所有患者均接受CT平扫及增强检查。对2组患者... 目的:探讨小肾嫌色细胞癌(CRCC)及小乏脂型肾血管平滑肌脂肪瘤(fpAML)的CT影像学特征及其鉴别诊断要点。方法:回顾性纳入经手术病理证实的小fpAML(n=20)及小CRCC(n=26)患者的临床及影像资料,所有患者均接受CT平扫及增强检查。对2组患者的影像学特征进行分类整理,并进行统计学分析,对组间存在统计学差异的指标采用受试者工作特征(ROC)曲线法分析其鉴别小CRCC和小fpAML的价值。结果:20例小fpAML及26例小CRCC的肿瘤主体生长位置、平扫期CT值、假包膜、“冰淇凌蛋筒征”等特征均具有统计学差异,且平扫期CT值ROC曲线下面积最大为0.823,当平扫期CT值选择为39 HU时,鉴别小fpAML和小CRCC的灵敏度为85%,特异度为77%。2组病例增强扫描的强化程度及强化方式均无统计学差异,皮质期均以明显强化为主,且2组中大多数病例均表现为持续强化。结论:小fpAML和小CRCC在CT图像上平扫期CT值、肿瘤主体生长位置、“冰淇凌蛋筒征”及假包膜等特点对两者的鉴别诊断具有重要价值,再结合患者的性别、年龄等特点综合分析能在一定程度上提高其术前诊断准确率。 展开更多
关键词 乏脂肪肾血管平滑肌脂肪瘤 肾嫌色细胞癌 计算机体层成像 肾脏肿瘤
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CT减影影像组学在鉴别肾透明细胞癌与非透明细胞癌中的临床价值
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作者 刘奇峰 丁治民 +3 位作者 姚琪 张成孟 黄国权 司梦琪 《中国肿瘤临床》 CAS CSCD 北大核心 2024年第3期124-132,共9页
目的:探讨增强计算机断层扫描(computed tomography,CT)及减影影像组学模型在鉴别肾透明细胞癌(clear cell renal cell carcinoma,ccRCC)与非透明细胞癌(non-clear cell renal cell carcinoma,non-ccRCC)的临床价值。方法:回顾性分析经... 目的:探讨增强计算机断层扫描(computed tomography,CT)及减影影像组学模型在鉴别肾透明细胞癌(clear cell renal cell carcinoma,ccRCC)与非透明细胞癌(non-clear cell renal cell carcinoma,non-ccRCC)的临床价值。方法:回顾性分析经病理证实为ccRCC和non-ccRCC共458例患者的临床与影像资料,排除图像质量不佳等影响因素后最终筛选出皖南医学院弋矶山医院患者219例(训练集154例、测试集65例)及芜湖市第二人民医院41例(外部验证集)。将图像导出并对其配准及减影处理,使用ITK-SNAP勾画肿瘤的感兴趣区域(region of interest,ROI)。利用FAE软件提取影像组学特征,Pearson相关系数及Relief算法对特征降维并筛选,Logistic回归建立组学模型,采用受试者工作特征曲线下面积评估模型诊断性能,联合临床影像特征构建组合模型并绘制诺谟图。结果:回归分析显示囊变坏死(OR=3.282,95%CI:1.111~9.693;P=0.032)、皮髓质期肿瘤增强值(OR=1.058,95%CI:1.024~1.094;P=0.001)为临床独立预测因素,训练集中皮髓质期影像组学模型的诊断效能在平扫及三期增强影像组学模型中最高(AUC=0.880),其减影后的影像组学模型效能有所提高(AUC=0.949),分别联合临床独立预测因素构建的常规组学模型和减影组学模型效能进一步提升(AUC分别为0.903和0.973),并在内部和外部验证集中得到验证(常规组学模型AUC分别为0.872和0.898;减影组学模型AUC分别为0.908和0.920)。结论:增强CT皮髓质期减影组学特征联合临床影像特征构建的减影组学模型能有效地鉴别ccRCC和non-ccRCC。 展开更多
关键词 肾细胞癌 影像组学 减影 计算机断层扫描
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