1.Evaluation of dermatomyositis complicated by interstitial lung disease based on skin lesions, serum biomarkers and radiological features
Jiaqi YE ; Weimin CHAI ; Jie ZHENG ; Hua CAO
Chinese Journal of Dermatology 2024;57(9):863-866
Dermatomyositis is an autoimmune disease mainly involving the skin and muscles, as well as the heart, lungs, and joints, and it may also be complicated by malignant tumors. Among these complications, interstitial lung disease (ILD) is of particular concern. Because of the urgent onset and rapid progress, ILD is hard to diagnose at the early stage, usually leading to treatment delay. Furthermore, ILD is the common cause of death in patients with dermatomyositis. This review summarizes types of skin lesions of, serum biomarkers for and radiological features of dermatomyositis to help evaluate the risk, severity and prognosis of it complicated by ILD.
2.Evidence-based practice of the puncture management in hemodialysis patients with difficult new arteriovenous fistula
Jianli CHAI ; Chunyan WU ; Wenjuan WANG ; Xixi ZHANG ; Mingxi LU ; Weimin HU
Chinese Journal of Practical Nursing 2022;38(13):973-979
Objective:To explore the puncture management in hemodialysis patients with difficult new arteriovenous fistula based on the finest evidence-based best practice evidence and evaluate the clinical effects.Methods:A team was formed, according to theoretical framework basing on the evidence of continuous quality improvement model, the best evidence-based interventions were obtained by adopting evidence-based practice. Formulated review indicators, evaluated obstacles and promoting factors in the process of practice, and took corresponding action strategies. From February 2020 to June 2020, 30 patients admitted to the dialysis center of Sir Run Run Shaw Hospital of Zhejiang University were recruited in the baseline review group by convenience sampling method. From September 2020 to January 2021, 30 patients from September 2020 to January 2021 were recruited in the after-effect evaluation group. The baseline review group adopted the original difficult new arteriovenous fistula puncture management scheme, and the after-effect evaluation group adopted the difficult autologous new internal fistula puncture management scheme based on the best evidence. The success rate of one puncture of fistula, the incidence rate of hematoma during puncture and dialysis, the incidence rate of discontinuation of treatment and the compliance with examination indexes were compared in the patients before and after applying for the evidences.Results:Compared with the baseline review group, the success rate of one-time puncture of internal fistula in the aftereffect evaluation group increased from 36.7% (11/30) to 73.3% (22/30), the incidence rate of hematoma during puncture and dialysis were decreased from 33.3%(10/30) to 6.67%(2/30) and 40%(12/30) to 0, the incidence rate of discontinuation of treatment were decreased from 40%(12/30) to3.33% (1/30), the difference was statistically significant ( χ2 values were 6.67-11.88, P<0.05). The implementation rate of review indexes in the aftereffect evaluation group was higher than that in the baseline review group, and the difference was statistically significant ( P<0.05). Conclusions:Evidence-based practice can improve the success rate of difficult new arteriovenous fistula, and reduce the incidence of arteriovenous fistula hematoma, reduce treatment interruption, and better maintain the lifeline of patients.
3.Radiomics based on machine learning in predicting the long-term prognosis for triple-negative breast cancer after neoadjuvant chemotherapy
Bingqing XIA ; Cuiping LI ; Zhaoxia QIAN ; Qin XIAO ; He WANG ; Weimin CHAI ; Yajia GU
Chinese Journal of Radiology 2021;55(10):1059-1064
Objective:To explore the value of different radiomics models based on machine learning in predicting the risk of distant recurrence and metastasis of triple-negative breast cancer after neoadjuvant therapy.Methods:The clinical and imaging data of 150 patients with triple-negative breast cancer (TNBC) confirmed by histopathology were retrospectively analyzed. All patients underwent neoadjuvant chemotherapy and surgical resection from August 2011 to May 2017 in Fudan University Shanghai Cancer Center and Ruijin Hospital, Shanghai Jiao Tong University School of Medicine. One hundred and nine patients from Shanghai Fudan University Shanghai Cancer Center were used as the training group, and 41 patients from Ruijin Hospital, Shanghai Jiao Tong University School of Medicine were used as the validation group. The features were extracted from dynamic contrast-enhanced MRI (DCE-MRI) before treatment and were added with time domain features innovatively. Least absolute shrinkage and selection operator cross validation and recursive feature elimination were applied to select features. Six different supervised machine learning algorithms (logistic regression, linear discriminant analysis, k-nearest neighbor, naive bayesian, decision tree, support vector machine) were used to predict the prognosis. ROC curve, accuracy and F1 measure were used to evaluate the performance of the six algorithms, and also verified by the validation group.Results:The support vector machine algorithm had the best predictive effect in the recurrence and metastasis model based on 15 features, with the highest area under curve (training group was 0.917, validation group was 0.859), and the highest accuracy rate (training group was 87.5%, validation group was 82.9%) and the highest F1 measure (training group was 0.800, validation group was 0.741). In addition, of the 15 imaging features, 12 were the time domain features and 3 were spatial features.Conclusion:With the help of the time domain features and machine learning algorithms, radiomics signatures based on preoperative DCE-MRI can help predict the distant prognosis for TNBC after neoadjuvant chemotherapy and provide support for clinical decision making and follow-up management.
4.Features of median arcuate ligament syndrome in computed tomography angiography
Naiyi ZHU ; Yanzhao YANG ; Qingrou WANG ; Rui CHANG ; Weimin CHAI ; Xinyue LI
Chinese Journal of Digestive Surgery 2021;20(9):1001-1006
Objective:To investigate the features of median arcuate ligament syndrome (MALS) in computed tomography angiography (CTA).Methods:The retrospective and descriptive study was conducted. The clinical and imaging data of 56 patients with MALS who were admitted to Ruijin Hospital, Shanghai JiaoTong University School of Medicine from November 2019 to October 2020 were collected. There were 30 males and 26 females, aged from 19 to 78 years, with a median age of 54 years. All 56 patients underwent CTA. Observation indicators: (1) CTA examination; (2) correlation analysis; (3) surgical situations. Measurement data with normal distribution were represented as Mean± SD. Count data were described as absolute numbers or percentages. Spearman correlation analysis with test level of 0.05 was used to analyze the correlation between celiac trunk stenosis and the distance between the original location of celiac trunk and original location of superior mesenteric artery and the minimum distance of celiac trunk and superior mesenteric artery. Results:(1) CTA examination. ① Celiac trunk stenosis: results of cross sectional examina-tion of CTA showed that of 56 patients, there were 2 cases of celiac trunk occlusion, 10 cases of severe stenosis, 9 cases of moderate stenosis and 35 cases of mild stenosis. Results of sagittal examination of CTA showed that of 56 patients, there were 2 cases of celiac trunk occlusion, 21 cases of severe stenosis, 15 cases of moderate stenosis and 18 cases of mild stenosis. ② Examination of patients with different degree of vascular stenosis: according to the results of sagittal examination of CTA, the 2 cases with celiac trunk occlusion were negative for aneurysms, aortic dissection or vascular variations but positive for compensated varix of the anterior and posterior pancreatico-duodenal arches. Of the 21 cases with celiac trunk severe stenosis, 2 cases were positive for aneurysms, 1 case was positive for aortic dissection, 7 cases were positive for compensated varix of the anterior and posterior pancreaticoduodenal arches, 8 cases were positive for collateral circula-tions of anterior and posterior pancreaticoduodenal archs and 8 cases were positive for vascular variation. Of the 15 cases with celiac trunk moderate stenosis, 2 cases were positive for aneurysms, 3 cases were positive for aortic dissection, 2 cases were positive for compensated varix of the anterior and posterior pancreaticoduodenal arches, 4 cases were positive for collateral circulations of anterior and posterior pancreaticoduodenal archs and 7 cases were positive for vascular variation. Of the 18 cases with celiac trunk mild stenosis, 1 case was positive for aneurysms, 2 cases were positive for aortic dissection, 7 cases were positive for collateral circulations of the anterior and posterior pancreaticoduodenal arches, 6 cases were positive for vascular variation. All 56 patients were negative for ischemia of liver, spleen and stomach. ③ Original location of celiac trunk: of 56 patients, there were 43 cases had celiac trunk originated horizontally from the lower edge of T12 vertebral body, 2 cases had celiac trunk originated from the middle of T12 vertebral body, 1 case had celiac trunk originated from the upper part of T12 vertebral body, 7 cases had celiac trunk originated from the upper part of L1 vertebral body, 1 case had celiac trunk originated from the middle of L1 vertebral body and 2 cases had occluding celiac trunk. (2) Correlation analysis: results of sagittal observation on CTA examination showed the distance between the original location of celiac trunk and original location of superior mesenteric artery of the 56 patients was (6.0±4.0) mm. The distance between the original location of celiac trunk and original location of superior mesenteric artery of patients with celiac trunk mild, moderate or severe stenosis were (6.2±2.8)mm, (8.1±4.4)mm and (5.3±3.2)mm respectively. There were 23 cases of the 56 patients had the distance between the original location of celiac trunk and original location of superior mesenteric artery <5 mm. Results of correlation analysis showed that the degree of celiac trunk stenosis was not related to the distance between the original location of celiac trunk and original location of superior mesenteric artery ( r=?0.205, P>0.05). Results of sagittal observation on CTA examination showed the shortest distance between celiac trunk and superior mesenteric artery of the 56 patients was (3.8±2.4)mm. The shortest distance between celiac trunk and superior mesenteric artery of patients with celiac trunk mild, moderate or severe stenosis were (4.2±2.0)mm, (4.4±3.3)mm and (3.0±1.9)mm, respectively. There were 45 cases of the 56 patients had the shortest distance between celiac trunk and superior mesenteric artery <5 mm. Results of correlation analysis showed that the degree of celiac trunk stenosis was not related to the shortest distance between celiac trunk and superior mesenteric artery ( r=?0.249, P>0.05). (3) Surgical situations: of 56 patients, 2 cases were positive for clinical symptoms of abdominal pain, 54 cases were negative for clinical symptoms, 4 cases under-went surgical treatment and 52 cases not underwent surgical treatment. Of the 4 cases undergoing surgical treatment, 2 cases with abdominal pain were diagnosed as MALS by upper abdominal CTA. Celiac trunk of the 2 cases were severe stenosis and stents implantation under celiac arteriography were performed. Results of postoperative CTA showed celiac trunk was negative for obvious stenosis. The other 2 cases who were negative for clinical symptoms of MALS were planed to pancreaticoduo-denectomy for pancreatic head tumor. Results of preoperative CTA showed severe stenosis of celiac trunk and arterial bypass grafting was performed for the 2 cases during pancreaticoduodenectomy to alleviate liver ischemia caused by gastroduodenal artery ligation which would avoid the incidence of postoperative MALS associated complications. Result of postoperative CTA three-dimensional reconstruction showed the bypass vessel was unobstructed. Conclusion:Based on sagittal result of CTA examination, the stenosis of celiac trunk, the anatomical relationship between celiac trunk and arcuate ligament and the original location of celiac trunk of MALS patients can be evaluated.
5.Exploration and practice of developing top-notch innovative medical personnel based on research-oriented hospital with thick cultivation culture
Xun YAO ; Hua CHAI ; Lie ZHANG ; Ping QING ; Weimin LI
Chinese Journal of Medical Education Research 2021;20(10):1117-1122
In response to the major national strategic needs of "Healthy China" and "Innovation-Driven Development", Sichuan University, as a pilot university of "Excellent Doctor Education and Training Plan-Top Innovative Medical Personnel Training", has been exploring the training strategies since 2012. On the basis of the international theory of "The Third Generation of Medical Education based on Health System", we have innovatively put forward the new era of "Med+" education theory based on research-oriented hospitals (with medical/research/translational facility) and the two-level training paradigm from "cultivating professionalism" to "notch up to top" by planting three cultures. We have also developed a competency training system of "Five Integrated Curricula and Five Teaching & Learning Strategies". We have shifted from "didactic teaching" to "formative learning", edifying excellent doctors with "professionalism culture". We have initiated two kinds of top-notch plans, constructed a "1+2+3" innovation and entrepreneurship education system, explored "transformative learning" to incubate compound top-notch personnel with "innovative culture", opened up a "school-hospital unified" administrative system, built a PDCA closed-loop of quality control supported by mobile technology, and recast the "quality culture" to ensure shifting from "cultivating professionalism" to "notch up to top".
6.Radiological features of non-small-cell lung cancer with brain metastases in a single center: an implication for the HA-WBRT approach
Yimin HAN ; Weimin CHAI ; Cheng XU ; Lu CAO ; Dan OU ; Gang CAI ; Jiayi CHEN
Chinese Journal of Radiation Oncology 2018;27(9):798-804
Objective Whole brain radiotherapy ( WBRT) remains the primary treatment for patients with multiple brain metastases ( BM). Hippocampal avoidance WBRT ( HA-WBRT) offers the feasibility of less cognitive function impairment than conventional WBRT.WBRT yields better control rate of intracranial distant progression than stereotatic body radiotherapy (SBRT).This study aims to understand the distribution characteristics of BM within the cranial structures by analyzing imaging features and define the safe margin during HA-WBRT. Methods Clinical data of patients diagnosed with BM by enhanced MRI in Ruijin Hospital from July 2011 to July 2016 were retrospectively analyzed. The distance between the intracranial lesion closest to the hippocampus and the hippocampus was measured. Results A total of 146 patients (90 male and 56 female) with 630 BM lesions were reviewed. Sixty-four patients were diagnosed with non-small-cell lung cancer complicated with BM during the initial admission. In the other 82 patients, the average time from the initial diagnosis to the diagnosis of BM was (14.5±14. 3) months. In total,486 (77. 1%) BM lesions were situated beyond the tentorium. The average diameter of the largest intracranial lesion was (12.5± 10. 3) mm (95%CI:10. 8-14. 2). All 630 BM lesions were distributed as follows:138 (21. 9%) in the cerebellum, 182 ( 28. 9%) in the frontal lobe, 114 ( 18. 1%) in the temporal lobe, 78 (12. 4%) in the parietal lobe,87(12. 7%) in the occipital lobe,28(4. 4%) in the thalamus and 10(1. 6%) in the brainstem. The frequency of hippocampal involvement was 3. 4%(5 mm),4. 8%(10 mm) and 8. 2%(20 mm). The univariate and multivariate logistic analyses indicated that with the risk of hippocampal involvement in patients aged> 60 years was significantly increased (OR= 11. 576 P= 0. 042). Conclusions The probability of brain metastasis within 10 mm around the hippocampus is low. HA-WBRT can control the intracranial lesions and reduce cognitive impairment,which is a safe and feasible treatment method.
7.MRI in differential diagnosis of metastatic axillary lymph nodes in breast cancer
Mei RUAN ; Dengbin WANG ; Wenhui CHEN ; Weimin CHAI ; Fuhua YAN ; Zhijiang HAN ; Bin YANG
Chinese Journal of Interventional Imaging and Therapy 2017;14(8):484-488
Objective To explore the value of axillary MRI in differential diagnosis of metastatic axillary lymph nodes in patients with breast cancer.Methods Axillary MRI was performed in 44 breast cancer patients proved by pathology.Long axis,short axis,cortex thickness,ADC value,hilus,margin,perifocal fat gap,signal intensity on DWI,enhancement pattern and time-signal intensity curve were analyzed.The diagnostic ability of long axis,short axis,cortex thickness and ADC value were analyzed with ROC curves.Results Twenty-four patients (24/44,54.55 %) were proved with metastases axillary lymph nodes,the other 20 patients (20/44,45.45%) were negative.Long axis,short axis,cortex thickness,ADC value,hilus absence,irregular margin,fuzzy perifocal fat gap,high signal intensity on DWI and heterogeneous enhancement showed statistically significant between patients with metastatic and without metastatic axillary lymph nodes (all P<0.05).The area under ROC curve of long axis,short axis,cortex thickness and ADC value were 0.797,0.765,0.848,0.749 respectively.Conclusion MRI plays an important role in differential diagnosis of axillary lymph nodes me tastasis.The cortex thickness larger than 0.54 cm can help to predict metastatic axillary lymph nodes.
8.Preoperative diagnosis of pancreatic neuroendocrine neoplasms with computed tomography and magnetic resonance imaging
Xiaozhu LIN ; Huanhuan XIE ; Qingrou WANG ; Weimin CHAI ; Nan CHEN ; Fei MIAO ; Kemin CHEN ; Fuhua YAN
Chinese Journal of Digestion 2017;37(5):308-312
Objective To assess the value of computed tomography (CT) and magnetic resonance imaging (MRI) in the diagnosis of pancreatic neuroendocrine neoplasms (PNEN) and to analyze the factors influencing thepreoperative imaging diagnosis of PNEN.Methods From January 2016 to November 2016, patients with PNEN diagnosed by surgery and biopsy were collected. CT and MRI data of them were analyzed. The CT values or signal intensity of the lesions and the pancreatic parenchyma were measured and the contrast-to-noise ratio (CNR) of the lesion was calculated. Detecting sensitivity and diagnosis accuracy of CT and MRI were compared. Detecting sensitivity of different MRI sequences was also analyzed. Diagnosis accuracy of non-functional PNEN and functional PNEN was compared and analyzed. Lesion CNR was compared between arterial phase and portal venous phase of the contrast enhanced CT. The sensitivity, accuracy and constituent ratio were compared by nonparametric analysis. Independent sample t test and one-way analysis of variancewere performed for the quantitative parameters comparison. Results A total of 54 patients with 56 lesions of PNEN were included for two of whom had two lesions each. CT and MRI were both performed in 44 patients (46 lesions).Detecting sensitivity and diagnosis accuracy of CT were 97.8% (45/46) and87.0% (40/46), respectively. Detecting sensitivity of MRI were 97.8% (45/46) and89.1% (41/46), respectively. There was no significant difference in detecting sensitivity and diagnosis accuracy between CT and MRI (both P>0.05). The CNR of lesion in arterial phase was higher than that of portal venous phase(4.7±3.8 vs 3.4±2.5), and the difference was statistically significant (t=2.949, P<0.05). Detecting rates of T1 weighted imaging with fat suppression (T1WI-FS) image, T2 weighted imaging with fat suppression (T2WI-FS) image, diffusion weighted imagingand dynamic contrast enhanced T1WI-FS image were 90.0% (45/50), 88.0%(44/50), 86.0%(43/50), and 91.7% (44/48), respectively. There was no significant difference in detecting rate among these images sequences (Q=2.526, P=0.510). Tumor diameter in non-functional PNEN was significantly larger than that in functional PNEN ((2.9±1.6) cm vs (1.7±0.7) cm)(t=3.479,P<0.05). The overall diagnosis rate of non-functional PNEN with CT and MRI before operation was 70.8% (17/24), which was significantly lower than that of functional PNEN (100.0%, 31/31) (χ2=10.360,P=0.002).Conclusions CT and MRI are both sensitive in detectingPNEN, and they were two complementary modalities. CT image in arterial phase delineated the lesion better than that in portal venous phase. MRI images with different sequences can becomplementary and there is no significant difference in detecting sensitivity for PNEN among different sequences. CT and MRI play an equal rolein the diagnosis of PNEN before operation. Because of atypical CT and MRI findings, the diagnosis of non-functional PNEN is more difficult thanfunctional PNEN.
9.Effects of sevoflurane on tight junction protein expression and PKC-alpha translocation after pulmonary ischemia-reperfusion injury.
Jun CHAI ; Bo LONG ; Xiaomei LIU ; Yan LI ; Ning HAN ; Ping ZHAO ; Weimin CHEN
Experimental & Molecular Medicine 2015;47(6):e167-
Pulmonary dysfunction caused by ischemia-reperfusion injury is the leading cause of mortality in lung transplantation. We aimed to investigate the effects of sevoflurane pretreatment on lung permeability, tight junction protein occludin and zona occludens 1 (ZO-1) expression, and translocation of protein kinase C (PKC)-alpha after ischemia-reperfusion. A lung ischemia-reperfusion injury model was established in 96 male Wistar rats following the modified Eppinger method. The rats were divided into four groups with 24 rats in each group: a control (group C), an ischemia-reperfusion group (IR group), a sevoflurane control group (sev-C group), and a sevoflurane ischemia-reperfusion group (sev-IR group). There were three time points in each group: ischemic occlusion for 45 min, reperfusion for 60 min and reperfusion for 120 min; and there were six rats per time point. For the 120-min reperfusion group, six extra rats underwent bronchoalveolar lavage. Mean arterial pressure (MAP) and pulse oxygen saturation (SpO2) were recorded at each time point. The wet/dry weight ratio and lung permeability index (LPI) were measured. Quantitative RT-PCR and Western blot were used to measure pulmonary occludin and ZO-1, and Western blot was used to measure cytosolic and membranous PKC-alpha in the lung. Lung permeability was significantly increased after ischemia-reperfusion. Sevoflurane pretreatment promoted pulmonary expression of occludin and ZO-1 after reperfusion and inhibited the translocation of PKC-alpha. In conclusion, sevoflurane pretreatment alleviated lung permeability by upregulating occludin and ZO-1 after ischemia-reperfusion. Sevoflurane pretreatment inhibited the translocation and activation of PKC-alpha, which also contributed to the lung-protective effect of sevoflurane.
Anesthetics, Inhalation/*therapeutic use
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Animals
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Capillary Permeability/drug effects
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Gene Expression Regulation/drug effects
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Lung/*drug effects/metabolism/pathology
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Lung Diseases/*drug therapy/genetics/metabolism/pathology
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Male
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Methyl Ethers/*therapeutic use
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Protein Kinase C-alpha/*metabolism
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Protein Transport/drug effects
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RNA, Messenger/genetics
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Rats, Wistar
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Reperfusion Injury/*drug therapy/genetics/metabolism/pathology
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Zonula Occludens-1 Protein/analysis/*genetics
10.Differentiating Pancreatic Ductal Adenocarcinoma from Pancreatic Serous Cystadenoma, Mucinous Cystadenoma, and a Pseudocyst with Detailed Analysis of Cystic Features on CT Scans: a Preliminary Study.
Peijie LV ; Radfan MAHYOUB ; Xiaozhu LIN ; Kemin CHEN ; Weimin CHAI ; Jing XIE
Korean Journal of Radiology 2011;12(2):187-195
OBJECTIVE: To determine whether or not detailed cystic feature analysis on CT scans can assist in the differential diagnosis of pancreatic ductal adenocarcinoma (PDAC) from serous cystadenoma (SCN), mucinous cystadenoma (MCN), and a pseudocyst. MATERIALS AND METHODS: This study received Institutional Review Board approval and informed patient consent was waived. Electronic radiology and pathology databases were searched to identify patients with PDAC (n = 19), SCN (n = 26), MCN (n = 20) and a pseudocyst (n = 23) who underwent pancreatic CT imaging. The number, size, location, and contents of cysts, and the contour of the lesions were reviewed, in addition to the wall thickness, enhancement patterns, and other signs of pancreatic and peripancreatic involvement. Diagnosis was based on lesion resection (n = 82) or on a combination of cytological findings, biochemical markers, and tumor markers (n = 6). Fisher's exact test was used to analyze the results. RESULTS: A combination of the CT findings including irregular contour, multiple cysts, mural nodes, and localized thickening, had a relatively high sensitivity (74%) and specificity (75%) for differentiating PDAC from SCN, MCN, and pseudocysts (p < 0.05). Other CT findings such as location, greatest dimension, or the presence of calcification were not significantly different. CONCLUSION: The CT findings for PDAC are non-specific, but perhaps helpful for differentiation. PDAC should be included in the general differential diagnosis of pancreatic cystic neoplasms.
Adenocarcinoma/pathology/*radiography
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Adolescent
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Adult
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Aged
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Cystadenocarcinoma, Serous/pathology/*radiography
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Cystadenoma, Mucinous/pathology/*radiography
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Diagnosis, Differential
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Female
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Humans
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Immunohistochemistry
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Male
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Middle Aged
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Pancreatic Neoplasms/pathology/*radiography
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Retrospective Studies
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Sensitivity and Specificity
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*Tomography, X-Ray Computed
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Tumor Markers, Biological/analysis

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