Traditional capsule image collects and transmits analog image, with weak anti-interference ability, low frame rate, low resolution. This paper presents a new digital image capsule, which collects and transmits digital image, with frame rate up to 30 frames/sec and pixels resolution of 400 x 400. The image is compressed in the capsule, and is transmitted to the outside of the capsule for decompression and interpolation. A new type of interpolation algorithm is proposed, which is based on the relationship between the image planes, to obtain higher quality colour images. capsule endoscopy, digital image, SCCB protocol, image interpolation
Algorithms ; Capsule Endoscopy ; instrumentation ; Equipment Design ; Image Processing, Computer-Assisted

Objective To achieve the fusion expression of the entire human beta-defensin-3(hBD-3) gene. Method We synthesized two oligonucleotide primers accor ding to the codon preference of Escherichia coli. The gene was cloned into p GEX -4T-2 to establish the pGEX-4T-2-hBD-3 as the fusion expression vector by PCR. Transformed into E.coli strain DH5α, the express vector was induced an d ex pressed by IPTG. The fusion protein GST-hBD-3 was obtained by repeated cycles of freezing and thawing, cut by thrombin to attain the recombinant hBD-3 protei n. Result The result of the antibacterial peptide agarose diffu sion assay shows the antibacterial activity of the rhBD-3 against the S.aureu s exists, and it reaches 0.843U. Conclusion The fusion expr ession of the hBD-3 gene is successful.

Because the huge number of images of the digestive tract by Wireless Capsule Endoscopy (WCE) are left to the medical personnels detected by their eyes, huge burden leaves to doctors. This article provides a classification of method based on SVM (Support Vector Machine) for the capsule endoscopy bleeding intelligent recognition. We created a new kind of feature parameter, and the experiment result can reach 83% specificity and 94% sensitivity.
Capsule Endoscopy ; Gastrointestinal Tract ; pathology ; Hemorrhage ; diagnosis ; Humans ; Sensitivity and Specificity ; Support Vector Machine

ObjectiveTo explore the expression of novel protein kinase C ε (PKCε) in normal prostate (NP) tissue, benign prostate hyperplasia(BPH), peficancerous (PC) tissue and prostate cancer (Pca), and study its correlation with the grade and stage of Pca.MethodsTen NP slides, ten BPH slides, ten PC slides and 43 Pca slides were collected from our hospital. These slides were routinely proceased and analyzed according to the requirement of immunohistochemical staining. Tumors were classified according to the 2002 TNM staging system. The grading system used in the study was based on the Gleason grade.ResultsWe was found that the expression of PKCεs in Pca (27/43) were significantly higher than those in NP(1/10), BPH (0/10) and PC (2/10) tissue, and the difference was statistically significant ( P ＜0.05 ). With regard to grade of prostate cancer, the expression of PKCε in Pca with Gleason score ≥8 group (12/13) was higher than the Gleason score 2 -4 group (4/10) and the Gleason score 5 -7 group (11/20). The difference was statistically significant (P ＜ 0.05 ). Moreover, the T3 and T4 stages had a more positive rate (10/12 & 9/10) than the T1 and T2 stages( 1/6 &7/15). There is statistically significant difference between early and advanced stage of prostate cancer ( P ＜ 0. 05 ). Furthermore, the positive expression of PKCε in prostatic carcinoma samples increased significantly in the metastasis group (9/10)compared to the non-metastasis group ( 18/33 ) ( P ＜ 0. 05 ), but the difference was not statistically significant between the concentration of prostate-specific antigen in blood serum ( P ＞ 0. 05 ).Conclusions PKCε is expressed in prostate cancer, and it correlates with the grade and stage of prostate cancer. PKCε may be related to the origin and the development of Pca, and it may be used as a prognostic factor for Pca.

Objective:Using different machine learning methods to construct and screen the best prediction model for predicting the risk of death within 30 days after surgery in patients with acute type A aortic dissection.Methods:Five hundred and twenty-one patients with acute type A aortic dissection who underwent surgery between 2015 and 2022 were included, after collecting their perioperative date and screening them, 329 patients were retained. two different groups of predictor variables were generated by using Lasso regression and principal component analysis, after that, logistic regression, support vector machine algorithm, random forest algorithm, gradient boosting algorithm, and super learning algorithm were used to develop prediction models for the risk of death within 30 days after surgery. Finally, we compare the models and select the best one. Results:The AUC values for all models rangrd from 0.791-0.959. The model using Lasso regression to determine the predictor variables and built by the super learning algorithm had the best prediction with an AUC value of 0.959. Conclusion:The super learning algorithm better than other algorithms in predicting death within 30 days after acute type A aortic dissection.

Objective To explore the effect of drug injection under bronchoscopy on the retreatment of smear positive cavitary pulmonary tuberculosis. Methods From June 2016 to December 2017,164 cases of pul-monary tuberculosis with smear Yang cavity type were selected,which were divided into 2 groups according to the random digital table method,each groups has 82 cases.The control group received routine treatment,the observa-tion group underwent bronchoscopy with Kangfuxin Liquid combined with drug injection therapy.The clinical effect of the two groups,the changes of lung function before and after treatment and the improvement of clinical symp-toms were compared.Results The clinical curative effect of the treatment group was better than the control group, which difference was statistically significant(P < 0.05). FEV1,FEV1/FVC,PEF index in the observation group were better than the control group,which difference was statistically significant(P<0.05).The complication rate of observation group was lower than the control group,which difference was statistically significant(P < 0.05). Conclusion Drug injection under bronchoscopy can significantly improve the clinical efficacy and lung function and promote clinical symptoms in patients with retreated smear positive pulmonary tuberculosis.It is worthy of popu-larization and application.

Objective To investigate the effect of maternal separation (MS) on cognitive function in adult male rats through the expression of neuronal nitric oxide synthase (nNOS) in hippocampus, and to reveal the roles of early life stress (ELS) on neural development in rats. Methods Healthy SD pregnant rats (n=12) were randomly divided into maternal separation group (MS group) and control group (NMS group) (n=6 for each group). The newborn rats in the MS group were separated from the mother rats for 3 h every day from postnatal day 3 to 22 whereas no intervention was taken in the NMS group. At the age of 10 weeks, Morris water maze was used to test the learning and memory abilities of two groups of offspring male rats. Neuron immunofluorescence staining was used to examine the number and distribution of neurons in dentate gyrus (DG) of two groups of offspring male rats. Western Blot method was used to detect nNOS, eNOS, Bax/BCL2, Caspase-3 and P53 levels in the hippocampus of the two groups. Ki67/DCX immunofluorescence staining were used to examine the proliferation and differentiation of neurons in the DG area of the hippocampus. TUNEL staining was used to detect the neuronal degeneration and death in the DG area of the hippocampus. Results Behavioral tests showed that the escape latency of male rats in MS group was prolonged, the target quadrant residence time and the number of platform crossing decreased (P<0.05) compared with NMS group. Compared with NMS group, the number of normal and degenerated neurons in hippocampal DG area of MS group had no significant change (P＞0.05). However, the expression of nNOS and eNOS in hippocampus was decreased (P<0.05) and the expression of Bax/BCL2 was increased (P<0.05), but the expression of caspase-3 and P53 remained unchanged (P＞0.05). In addition, Neuronal proliferation and differentiation were decreased and apoptosis was increased in MS group (P<0.05). Conclusion Repeated MS reduces the expression levels of nNOS in the hippocampus, affects the neuronal function in the DG area, and has a long-term influence on the neurodevelopment, which results in cognitive deficits related to learning and memory abilities in adult rats.

Objective:To investigate the impact of the interval period between biopsy and MR examination on tumor detection and extraprostatic extension (EPE) assessment for prostate cancer (PCa) using multi-parametric MRI (mpMRI).Methods:The study was cross-sectional and retrospectively included 130 patients with PCa who underwent RP and preoperative systematic biopsies followed by mpMRI between January 2021 and December 2022 in the First Medical Center of Chinese PLA General Hospital. Patients were divided into 3 groups according to interval following biopsy (group A,<3 weeks, 31 cases; group B, 3-6 weeks, 67 cases; group C,>6 weeks, 32 cases). The percentages of hemorrhage volume in the total prostate were drawn on T 1WI and calculated. The junior, senior and expert radiologists independently localized the index lesions and calculated the accuracy for tumor detection, in addition to assessing the probabilities of EPE according to EPE grade. The correlation between the hemorrhage extent and interval was analyzed using the Spearman correlation coefficient. The accuracy for tumor detection was compared using χ2 test among groups. The diagnostic performance of the radiologists for EPE prediction was assessed using the receiver operating characteristic curve, and the differences between the corresponding area under the curve (AUC) were compared using the DeLong test. Results:The percentage of hemorrhage was correlated with the interval between biopsy and MR examination ( r=-0.325, P<0.001). The detection accuracy of junior radiologist was 83.9% (26/31), 76.1% (51/67), and 78.1% (25/32) in group A, B and C, respectively; no differences were observed in the detection accuracy among three groups ( χ2=0.76, P=0.685). The detection accuracy of senior radiologist was 83.9% (26/31), 80.6% (54/67), and 71.9% (23/32) in 3 groups with no differences ( χ2=1.53, P=0.464). The detection accuracy of expert radiologist was 80.6% (25/31), 77.6% (52/67), and 93.8% (30/32) with no differences ( χ2=3.95, P=0.139). The AUC (95% CI) for predicting EPE were 0.830 (0.652-0.940), 0.704 (0.580-0.809), 0.800 (0.621-0.920) in the group A, B and C for junior radiologist; 0.876 (0.708-0.966), 0.768 (0.659-0.863), 0.896 (0.736-0.975) for senior radiologist; and 0.866 (0.695-0.961), 0.813 (0.699-0.895), 0.852 (0.682-0.952) for expert radiologist, respectively. No differences were observed among the subgroups in each radiologist ( P>0.05). Conclusion:The interval period does not significantly affect the detection accuracy and EPE assessment of PCa using mpMRI. There is probably no necessity for prolonged intervals following systematic biopsy to preserve the clarity of MRI interpretation for PCa.

Objective:To investigate the intravoxel incoherent motion (IVIM) diffusion-weighted imaging (DWI) in the differential diagnosis of diabetic nephropathy (DN) and non-diabetic renal disease (NDRD) among patients with type 2 diabetes mellitus (T2DM).Methods:A diagnostic test. In this prospective study, patients with T2DM who underwent both IVIM-DWI and renal biopsy at the First Medical Center of Chinese PLA General Hospital between October 2017 and September 2021 were consecutively enrolled. IVIM-DWI parameters including perfusion fraction (f), pure diffusion coefficient (D), and pseudo-diffusion coefficient (D*) were measured in the renal cortex, medulla, and parenchyma. Patients were divided into the DN group and NDRD group based on the renal biopsy results. IVIM-DWI parameters, clinical information, and diabetes-related biochemical indicators between the two groups were compared using Student′s t-test or Mann-Whitney U test. The correlation of IVIM-DWI parameters with diabetic nephropathy histological scores were analyzed using Spearman′s correlation analyzes. The diagnostic efficiency of IVIM-DWI parameters for distinguishing between DN and NDRD were assessed using the receiver operating characteristic (ROC) curves. Results:A total of 27 DN patients and 23 NDRD patients were included in this study. The DN group comprised 19 male and 8 female patients, with an average age of 52±9 years. The NDRD group comprised 16 male and 7 female patients, with an average age of 49±10 years. The DN group had a higher D* value in the renal cortex and a lower f value in the renal medulla than the NDRD group (9.84×10 -3 mm 2/s vs. 7.35×10 -3 mm 2/s, Z=-3.65; 41.01% vs. 46.74%, Z=-2.29; all P<0.05). The renal medulla D* value was negatively correlated with DN grades, interstitial lesion score, and interstitial fibrosis and tubular atrophy (IFTA) score ( r=-0.571, -0.409, -0.409; all P<0.05) while the renal cortex f value was positively correlated with vascular sclerosis score ( r=0.413, P=0.032). The renal cortex D* value had the highest area under the curve (AUC) for discriminating between the DN and NDRD groups (AUC=0.802, sensitivity 91.3%, specificity 55.6%). Conclusion:IVIM-derived renal cortex D* value can be used non-invasively to differentiate DN from NDRD in patients with T2DM that can potentially facilitate individualized treatment planning for diabetic patients.

Objective:To explore the value of quantitative parameters of enhanced MRI in predicting the establishment of inferior vena cava collateral circulation in patients with renal cell carcinoma and inferior vena cava tumor thrombus.Methods:Sixty-seven patients with renal cell carcinoma and inferior vena cava tumor thrombus who underwent radical resection and inferior vena cava venography in First Medical Center, PLA General Hospital from May 2006 to January 2021 were included retrospectively. According to the results of inferior vena cava venography, the patients were divided into two groups: the well-established collateral circulation group ( n=41) and the poor-established collateral circulation group ( n=26). Quantitative parameters were measured on preoperative enhanced MRI images, including tumor size, the maximum diameter of bilateral lumbar veins, the length of tumor thrombus, and the long and short diameters of tumor thrombus. Student′s t test or Mann-Whitney U test was used for comparison between the two groups. The independent risk factors related to the establishment of collateral circulation were obtained by binary logistic regression analysis and the model was established. The receiver operating characteristic curve was employed to evaluate MRI quantitative parameters and the logistic model, and the area under the curve (AUC) was compared by the DeLong test. Results:Between the well-established collateral circulation group and the poor-established collateral circulation group, the maximum diameter of the right lumbar vein, the maximum diameter of the left lumbar vein, the length of the tumor thrombus, the long diameter of the tumor thrombus, and the short diameter of the tumor thrombus were different significantly ( P<0.05). There was no significant difference in the tumor size between the two groups ( t=0.30, P=0.766). The AUC of the maximum diameters of the right lumbar veins and left lumbar veins, length of tumor thrombus, long and short diameters of tumor thrombus in predicting the collateral circulation were 0.917 (95%CI 0.824-0.971), 0.869 (95%CI 0.764-0.939), 0.756 (95%CI 0.636-0.853), 0.886 (95%CI 0.785-0.951), and 0.906 (95%CI 0.809-0.963). The AUC of the maximum diameter of the right lumbar vein and the short diameter of the tumor thrombus were larger than those of the length of the tumor thrombus, and the differences were statistically significant ( Z=2.25, 2.04, P=0.025, 0.041), but the AUC between other parameters had no significant difference ( P>0.05). The maximum diameter of the right lumbar vein (OR 24.210, 95%CI 2.845-205.998), the maximum diameter of the left lumbar vein (OR 20.973, 95%CI 2.359-186.490), and the length of the tumor thrombus (OR 23.006, 95%CI 2.952-179.309) were independent risk factors for predicting the establishment of inferior vena cava collateral circulation. The AUC of logistic model was 0.969 (95%CI 0.931-1.000). Conclusion:Quantitative parameters of tumor thrombus and lumbar vein based on enhanced MRI have a good ability in predicting the establishment of inferior vena cava collateral circulation in patients with renal cell carcinoma and inferior vena cava tumor thrombus. The maximum diameter of bilateral lumbar veins and the length of the tumor thrombus were independent risk factors for inferior vena cava collateral circulation.