There are some problems in positron emission tomography/ computed tomography (PET/CT) lung images, such as little information of feature pixels in lesion regions, complex and diverse shapes, and blurred boundaries between lesions and surrounding tissues, which lead to inadequate extraction of tumor lesion features by the model. To solve the above problems, this paper proposes a dense interactive feature fusion Mask RCNN (DIF-Mask RCNN) model. Firstly, a feature extraction network with cross-scale backbone and auxiliary structures was designed to extract the features of lesions at different scales. Then, a dense interactive feature enhancement network was designed to enhance the lesion detail information in the deep feature map by interactively fusing the shallowest lesion features with neighboring features and current features in the form of dense connections. Finally, a dense interactive feature fusion feature pyramid network (FPN) network was constructed, and the shallow information was added to the deep features one by one in the bottom-up path with dense connections to further enhance the model’s perception of weak features in the lesion region. The ablation and comparison experiments were conducted on the clinical PET/CT lung image dataset. The results showed that the APdet, APseg, APdet_s and APseg_s indexes of the proposed model were 67.16%, 68.12%, 34.97% and 37.68%, respectively. Compared with Mask RCNN (ResNet50), APdet and APseg indexes increased by 7.11% and 5.14%, respectively. DIF-Mask RCNN model can effectively detect and segment tumor lesions. It provides important reference value and evaluation basis for computer-aided diagnosis of lung cancer.
Objective To observe the expression of N-cadherin in streptozotocin (STZ)-induced diabetic Sprague-Dawley (SD) ratsprime;retinae. Methods Celiac injection with 65 mg/kg STZ was performed on 20 rats to set up the diabetic model, and celiac injection with the same volume citrate buffer was performed on other 20 SD rats as the control. Vascular permeability was detected by Evans blue method. The expression of N-cadherin in both normal and STZ-induced diabetic ratsprime;retinae and trypsinase-digested retinal microvessels were detected by immunohistochemistry method and Western blotting analysis. Results Retinal vascular permeability increased 68%, 91% and 125% 4, 8, and 12 weeks, respectively, after diabetic models was induced (Plt;0.005). In the control group, the expression of N-cadherin was detected in the outer and inner plexiform layer, inner nuclear layer，ganglion cell layer,internal limiting membrane and between retinal endothelial cells and pericytes. However, the expression of N-cadherin significantly decreased in STZ-induced diabetic rats retinae at the 12th week. The results of Western blotting analysis showed that the expression of N-cadherin obviously decreased as the diabetic retinopathy developed. Conclusion The decrease of expression of Ncadherin in the retinae of STZ-induced diabetic rats suggests that N-cadherin may participate in the development of diabetic retinopathy at the early stage. (Chin J Ocul Fundus Dis,2007,23:269-272)
ObjectiveTo summerize the early results of total cavopulmonary connection (TCPC) procedure with an extracardiac conduit in adults with congenital heart disease, and assess risk factors for postoperative delayed recovery in ICU. MethodsWe retrospectively analyzed the clinical data of 20 adult patients underwent TCPC operation with extracardiac conduit in Fu Wai Hospital between January 2012 and December 2014. There were 14 female and 6 male patients at age of 16 to 33 (20.45±4.33) years. ResultsThere was no hospital mortality. The time of ICU stay was 4.4±1.7 days. And time of hospital stay was 32.5±21.6 days. Morbidities included prolonged pleural effusion lasting more than 7 days in 12 patients (60.0%), new arrhythmias in 3 patients (15.0%), reexploration for bleeding in 3 patients (15.0%), surgical wound poor healing in 1 patient (5.0%). Dopamine and calcium were used in all the patients in the ICU, epinephrine in 18 patients, milrinone in 11 patients. Risk factors for postoperative delayed recovery in ICU were preoperative arrhythmias (P=0.02), cardiopulmonary bypass time longer than 120 min (P=0.04), plasma applications more than 2 000 ml (P=0.01), absence of fenestration (P=0.04), and pleural effusion lasting longer than 7 days (P=0.04). ConclusionThe TCPC procedure with an extracardiac conduit can be performed in adults with encouraged early results. Actively vasoactive drugs to maintain circulation early in ICU has good results for the patient's recovery.
ObjectiveTo evaluate the long-term effects of fenestration on patients at different risk levels, who performed external conduit total cavo-pulmonary connection operation.MethodsThis was a retrospective analysis which enrolled 383 patients undergoing external conduit total cavo-pulmonary connection in Fuwai Hospital from 2008 to 2015. Based on the preoperative data and whether fenestration in the operation, the whole cohorts were divided into four subgroups: a high risk group with fenestration(mean age: 10.53±7.06 years, 55 males), a high risk group with non-fenestration(mean age: 9.30±7.83 years, 43 males), a low risk group with fenestration(mean age: 8.91±7.13 years, 65 males) and a low risk group with non-fenestration(mean age: 8.23±5.34 years, 67 males). Then we collected and analyzed the perioperative data and long-term prognosis of this cohorts in different risk levels.ResultIn the high-risk group, the duration of chest drainage in fenestration group was significantly shorter than that of the non-fenestration group (12.39±12.03 d vs. 23.30±15.36 d, P=0.001). The incidence of delayed chest drainage in the fenestration group was lower than that in the non-fenestration group (25.0% vs. 47.1%, P=0.002). In addition, the length of hospital stay was shorter than that of the non-fenestration group (18.91±12.79 d vs. 29.68±37.77 d, P=0.004), with significant statistical difference. In the low risk group, there were 3 (2.7%) and 2 (1.6%) deaths at the follow-up in the non-fenestration and fenestration groups respectively (P=0.761). And 1 patient (1.3%), 1 patient (1.4%) died in the fenestration and non-fenestration group (P=0.593) in high risk group. However, there was no statistically significant difference among the fenestration and non-fenestration groups in terms of long-term intestinal protein loss syndrome and arrhythmia in different risk level groups.ConclusionFenestration can reduce the incidence of early complications and hospital stay, effectively, especially for the high-risk patient. Fenestration is recommended for high-risk patients with external conduit total cavo-pulmonary connection operation.
Cilia are hair-like protuberance on cells of the human body that play a vital role in organs generation and maintenance. Abnormalities of ciliary structure and function affect almost every system of the body, such as the brain, eyes, liver, kidney, bone, reproductive system and so on. Retinal photoreceptor cells are one of sensory neurons which convert light stimuli into neurological responses. This process, called phototransduction, takes place in the outer segments (OS) of rod and cone photoreceptors. OS are specialized sensory cilia, and disruptions in cilia genes, which are causative in a growing number of non-syndromic retinal dystrophies, such as retinitis pigmentosa, Leber’s congenital amaurosis. These syndromes are genetically heterogeneous, involving mutations in a large number of genes. They show considerable clinical and genetic overlap. At present, there are few researches on retinal ciliopathies and clinical treatment strategy. This review shows a comprehensive overview of ciliary dysfunction and visual development related diseases, which contributes to understand the characteristics of these diseases and take early intervention in clinic.
ObjectiveTo compare early clinical outcomes between systemic-pulmonary shunts (SPS) and right ventricular to pulmonary artery connection (RV-PA connection) for patients with pulmonary atresia and ventricular septal defect (PA/VSD), and investigate early management strategies for these 2 different palliative procedures. MethodsWe retrospectively analyzed clinical data of 89 PA/VSD patients who underwent SPS or RV-PA connection in Fu Wai Hospital from January 2009 to December 2011. According to different surgical procedures, all the 89 patients were divided into 2 groups. In SPS group, there were 59 patients including 35 males and 24 females with their median age of 25 months (4 months to 8 years). In RV-PA connection group, there were 30 patients including 19 males and 11 females with their median age of 24 months (28 days to 7 years and 2 months). Early clinical outcomes including mechanical ventilation time, length of ICU stay, morbidity, reexploration, improvement of oxygen saturation (SO2) and mortality were compared between the 2 groups. ResultsAmong 59 patients in SPS group, 3 patients (5.1%) died postoperatively. There was no in-hospital death among 30 patients in RV-PA connection group. The improvement of percentage of SO2 of RV-PA connection group was significantly higher than that of SPS group (31.7% vs. 22.2%, P < 0.05). There was no statistical difference in length of ICU stay (3.6±2.5 days vs. 4.2±5.1 days, P > 0.05), mechanical ventilation time (34.8±33.5 hours vs. 44.3±39.6 hours, P > 0.05), postoperative morbidity (37.3% vs. 30.0%, P > 0.05) or reexploration rate (15.3% vs. 6.7%, P > 0.05) between SPS group and RV-PA connection group. Incidence of serious postoperative complications of SPS group was signi-ficantly higher than that of RV-PA connection group (25.4% vs. 6.7%, P < 0.05). ConclusionEarly clinical outcomes of RV-PA connection is better than SPS for PA/VSD patients including greater SO2 improvement and lower mortality. Mid-term and long-term clinical results as well as larger study samples are needed for better evaluation.
OBJECTIVE: To study the gap junction and phenotype of cultured chondrocyte of rabbit, and the gap junction between the chondrocytes in the same cartilage cavities in human femoral head articular cartilage. METHODS: CFDA-AM was added into the medium of the fifth passage of chondrocyte of rabbit in the 96-well plate. The fluorescent in spherical and fibroblast-like chondrocytes was detected separately. The recurrence of the fluorescent in accordant with time in 16 minutes was recorded after blanching the fluorescent with laser. And the fluorescent after blanching of chondrocyte in the cartilage cavities in the proliferative zone of articular cartilage of adult human femoral head was recorded, too. RESULTS: The average fluorescent of the single layer of the fibroblast-like chondrocyte was 83(ranged from 1 to 274), the highest was found in the spherical shaped cell (averaged 2,057, ranged from 340 to 3,538). The recurrence of the fluorescent after the blanching appeared only in the spherical chondrocyte, the gap junctions reappeared only in the spherical chondrocytes, as well as in the cells in the cartilage cavities in the articular cartilage of the human femoral head. CONCLUSION: The appearance of the gap junction is corresponded with the spherical shape, secretion of the cartilage matrix of the chondrocyte. There are gap junctions in the cells in the same cartilage cavities in the articular cartilage of the human femoral head, while no gap junctions in the isolated chondrocytes in the cartilage.
Objective To investigate the value and significance of the changes of plasma level of brain natriuretic peptide（BNP） in evaluating ventricle performance of functional single ventricle after total cavopulmonary connection （TCPC）. Methods We studied 11 patients with functional single ventricle undergone TCPC procedure after 2.1 years, who were followed-up at our ward between April 2004 and November 2004, 7 of them were males and 4 of them were females （TCPC group）. The clinical heart function of patients was scored according to the modified scoring system described by Ross. We obtained 3ml blood samples from the extremital vein of all subjects. Blood was collected into chilled tubes containing EDTA and aprotinin （4.5mg and 1 500u/ml blood, respectively）. The blood samples were promptly centrifuged （-4℃, 3 000r/min for 10 min） and the plasma was separated. BNP concentration was determined using immunoradiometric assay kits. Magnetic resonance imaging （MRI） examination was undertaken in 6 patients of TCPC group to analyse the relative factors with the change of BNP. Control group included 9 healthy children. Results （1） Median plasma BNP level for TCPC group and control group was 400pg/ ml （IQR200-690） and 110 pg/ml （IQR90-190）, respectively. There was a significant difference in plasma BNP between them （P=0. 003）. （2） The results of the index of heart function of TCPC group determined by MRI were 65. 76±8. 65 ml/m2 in end-diastolic volume index, 31. 90±6. 36ml/m2 in end-systolic volume index, 39.09±11.76ml/m2 in stroke volume index, 0. 52± 0. 06 in ejection fraction（EF）, 2.38±0.58L/min·m2 in cardiac index （CI）, 103.49±21.57g/m2 in mass index and 1.57±0.24 in mass/EDV. （3） The plasma BNP level for TCPC group was significant correlation with operation ages（r=0.632, P=0.041 ）. There was no correlation between plasma BNP level with EF, CI, score of Ross, gender, ages, percutaneous oxygen saturation（SpO2） and the type of dominant ventricle, respectively. Conclusions Raised concentration of plasma BNP in patients 2 years after undertaken TCPC procedure indicates that nervous-endosecretory system is still under stress condition. This pattern suggests that neurohormonal activation is primarily related to the altered postoperative physiology. the significance of BNP in patients of functional single ventricle after undertaken TCPC is different from tat in biventricular physiology patiens. The plasma BNP level could not be correctly evaluated the cardiac function after TCPC operation.