After extracting definition measurements by different focus functions from the images, a novel autofocus algorithm which combines them with principal component analysis (PCA) and considers the first principal component as the final measurement, is presented in this paper. The experiment results with 70 groups of images show that this algorithm increases the difference between the definition measurements of the images and provides higher focusing accuracy in comparison with other single ones.
Algorithms ; Image Processing, Computer-Assisted ; methods ; Microscopy ; instrumentation ; methods ; Principal Component Analysis

BACKGROUND:At present, spinal cord ischemia/reperfusion injury is considered as the main reason for secondary paralysis after spinal decompression, and to control the levels of stress-related proteins and excitatory amino acids plays an important role in the treatment of spinal cord ischemia/reperfusion injury. OBJECTIVE:To investigate the expression level of protein disulfide-isomerase A3 (PDIA3) after spinal cord ischemia/reperfusion injury in rabbits. METHODS:Thirty-six New Zealand white rabbits were enrolled, the models of spinal cord ischemia/reperfusion injury were established using Zivin's method, and were then randomized into six groups (n=6 per group). The rabbit abdominal aorta in control group was exposed without vascular occlusion and then the abdominal cavity was closed 30 minutes later. In experimental groups, the abdominal aorta was blocked for 30 minutes, followed by 0, 6, 12, 24 and 48 hours of reperfusion, and then the abdominal cavity was closed. The neurological function was evaluated with a modified Tarlov score. The L3-5lumbar vertebrae were removed, and PDIA3 was screened by two-dimensional fluorescence differential gel electrophoresis combined with mass spectrometry, and then its temporal and spatial changes in the spinal cord were detected by western blot assay and immunohistochemistry. RESULTS AND CONCLUSION:The function of hind limbs was improved in all the experimental groups after spinal cord ischemia/reperfusion injury, and the modified Tarlov scores reached the peak at 24 hours after schemia/reperfusion injury, and decreased slightly at 48 hours. The expression of PDIA3 in the control group showed clear imprinting, which was slightly strengthened at 0 hour, became more strengthened at 6-12 hours, significantly reduced to the minimum level at 24 hours, and returned to the level of 6-12 hours at 48 hours after ischemia/reperfusion. Immunohistochemical results showed that there was visible PDIA3 in the cytoplasm of neurons, and the expression level in the interneurons was significantly higher than that in the motor neurons. These results suggest that upregulated PDIA3 appears in the development and progression of spinal cord ischemia/reperfusion injury, indicating that PDIA3 is closely related to spinal cord ischemia/reperfusion injury, which can be used as a new diagnosis and treatment target.

This article used support vector machine (SVM) algorithm to recognize the particles in urine sediment in this paper. After feature extraction, cross-validation method and the contour chart of the accuracy were implemented to select the kernel function and the parameters of SVM, and according to the characteristics of SVM classifier and sample data, Multi-SVMs with two-level-classifier was successfully designed and A classification matrix was eventually obtained. The evaluation by using clinical data and comparative results with the artificial neural network have demonstrated that the proposed algorithm gets better results.
Algorithms ; Artificial Intelligence ; Humans ; Particle Size ; Pattern Recognition, Automated ; methods ; Urine ; chemistry

OBJECTIVE: To explore the ability of QY1 bone marrow mesenchymal stem cell (MSCs) line cells to differentiate into adipocytes, chondrocytes, osteoblasts, cardiac myocytes,vascular endothelial cells, and neural cells in vitro. METHODS: The QY1 cells at passage 5 were treated with the adipogenic medium, the chondrogenic medium and the osteogenic medium, 5-azacytidine, vascular endothelial growth factor and neural cell medium (revulsant 1 was 10 mmol/L beta-mercaptoethanol; revulsant 2 was 2%dimethylsulfoxide and 10(-8)mol/L dexamethasone) in culture respectively in vitro. The differentiated cells were identified by staining, immunohistochemistry and RT-PCR. RESULTS: The differentiated cells induced by the adipogenic medium formed adipocytes and contained fat lipid droplets, which were stained positively with Sudan III after 21 days of culture. The differentiated cells induced by the chondrogenic medium formed chondrogenic nodules, which were stained positively by Alcian blue at pH 1.0 after 21 days of culture. The differentiated cells induced by the osteogenic medium formed osteogenic nodules, which were stained positively by Von Kossa staining after 35 days of culture, and the secretion of a calcified extracellular matrix as black nodules was observed. The differentiated cells treated with 10 micromol/L 5-azacytidine could beat spontaneously and formed myotube structures,which were identified by the positive immunohistochemistry staining with anti-alpha-sarcomeric antibody and anti-Cx-43 antibody. The expression of alpha-myosin heavy chain was also observed by RT-PCR. The differentiated cells treated with 50 ng/mL vascular endothelial growth factor could form vascular endothelial cells and vascular endothelial web like structure, which were identified by the positive immunohistochemistry staining with CD31 and Factor VIII. The differentiated cells induced by revulsant 1 were positive in the immunohistochemistry staining with neuron-specific nuclear protein, while the expression of glial fibrillary acidic protein was negative. The differentiated cells induced by revulsant 2 were positive in the immunohistochemistry staining with glial fibrillary acidic protein, while the expression of neuron-specific nuclear protein was negative. CONCLUSION QY1 bone marrow mesenchymal stem cell line has the ability to differentiate into adipocytes, chondrocytes, osteocytes, cardiomyocytes, vascular endothelial cells, neurons and neural glial cells in vitro. A bone marrow mesenchymal stem cell line cell can at least differentiate into 7 types of cells, which come from mesoderm and ectoderm.
Adipocytes ; cytology ; Animals ; Bone Marrow Cells ; cytology ; Cell Differentiation ; Cell Line ; Cell Proliferation ; Mesenchymal Stem Cells ; cytology ; Neurons ; cytology ; Osteoblasts ; cytology ; Pluripotent Stem Cells ; cytology ; Rats ; Rats, Sprague-Dawley

Objective To investigate biomechanical differences of two posterior occipitocervical internal fixation techniques for treating basilar invagination with atlantoaxial dislocation (BI-AAD). Methods Intra-articular cage + posterior occipital plate+C2 pedicle screw (Cage+C2PS+OP), and intra-articular cage+C1 lateral mass screw+C2PS (Cage+C1LMS+C2PS) models were established based on occipitocervical CT data of the BI-AAD and clinical operation scheme, and the stability of atlantoaxial joint and stress distribution characteristics of C2 endplate and implanted instruments under different motion states were analyzed. Results Compared with the Cage+C1LMS+C2PS model, the atlantoaxial range of motion ( ROM) under flexion, extension, lateral bending and axial rotation in the Cage+C2PS+OP model were reduced by 5. 26% , 33. 33% , 43. 75% , -5. 56% , and stress peak of screw-rod fixation system were reduced by 47. 81% , 60. 90% , 48. 45% , 39. 14% , respectively. Under two internal fixation modes, stresses of C2 endplate and cage were mainly distributed on the compressive side during the motion, and both the screw-bone interface and the caudal side of screw subjected to large loading. Conclusions Two internal fixation methods could provide similar stability. However, the stress concentration of screw-rod system was more obvious and the possibility of screw loosening and fracture was greater under Cage+ C1LMS+C2PS fixation.

Objective: To investigate the value of T2 map and synthetic T2WI generated by T2 mapping in evaluating the histological type, pathological classification and depth of myometrial invasion of endometrial carcinoma (EC). Methods: Seventy-three patients with pathologically proven EC diagnosed at the First Affiliated Hospital of Zhengzhou University from December 2019 to December 2021 and 42 healthy volunteers were enrolled in the study. All subjects underwent conventional MRI, diffusion weighted imaging (DWI) and T2 mapping sequence for the pelvic cavity to test the T2 values and the apparent diffusion coefficient (ADC) of the focus nidus of the patients and the normal endometrium of the volunteers. The T2 and ADC values of EC vs normal endometrium, and those of different histological types and pathological grades were compared. The receiver operating characteristic (ROC) curves were constructed to evaluate the diagnostic performance of T2 and ADC values in determining the pathological type and classification of EC. In addition, two radiologists used synthetic T2WI combined with T2 map and conventional T2WI combined with DWI, respectively, to evaluate the depth of myometrial invasion, and compared the imaging results with the results of pathological diagnosis to evaluate the diagnostic efficacy of the two methods in determining the depth of myometrial invasion. Results: The T2 and ADC values of endometrial carcinoma were 85.0 (80.8, 92.5) ms and 0.71 (0.64, 0.77) ×10(-3) mm(2)/s, respectively, which were significantly lower than those of normal endometrium [147.4 (123.4, 176.7) ms and 1.46 (1.26, 1.76)×10(-3) mm(2)/s, respectively; both P<0.05]. The T2 values of endometrioid carcinoma (EA) [84.1 (79.5, 88.7) ms] were significantly lower than those of non-EA [98.8 (92.1, 102.8) ms; P<0.05]. There was no significant difference in ADC values between EA and non-EA (P=0.075). The T2 values of G1, G2 and G3 groups in EA were 89.1 (84.4, 94.4) ms, 83.6 (80.9, 86.2) ms, and 76.5 (71.4, 80.3) ms, respectively. There were significant differences in the T2 values between G1 vs G2, G1 vs G3, and G2 vs G3 groups, respectively (all P<0.017). Significant difference was also found in the ADC values between the G1 and G3 groups (P<0.017). The area under the ROC curve (AUC) of T2 values in distinguishing EA from non-EA was 0.867. The AUC of T2 values, ADC values and their combination in predicting high-grade EA was 0.888, 0.730 and 0.895, respectively. The accuracy of synthetic T2WI+ T2 map and conventional T2WI+ DWI in the diagnosis of deep myometrial invasion was 78.1% and 79.5%, respectively, with no significant difference (P>0.05). Conclusions: T2 mapping has great potential in preoperative evaluation of EC. The quantitative T2 value can be used in the diagnosis, pathological classification and grading of EC. The combination of synthetic T2WI and T2 map may be helpful to determine the depth of myometrial invasion.
Female ; Humans ; Neoplasm Invasiveness/pathology* ; Endometrial Neoplasms/diagnostic imaging* ; Diffusion Magnetic Resonance Imaging/methods* ; Magnetic Resonance Imaging/methods* ; ROC Curve ; Retrospective Studies

Objective: To investigate the value of T2 map and synthetic T2WI generated by T2 mapping in evaluating the histological type, pathological classification and depth of myometrial invasion of endometrial carcinoma (EC). Methods: Seventy-three patients with pathologically proven EC diagnosed at the First Affiliated Hospital of Zhengzhou University from December 2019 to December 2021 and 42 healthy volunteers were enrolled in the study. All subjects underwent conventional MRI, diffusion weighted imaging (DWI) and T2 mapping sequence for the pelvic cavity to test the T2 values and the apparent diffusion coefficient (ADC) of the focus nidus of the patients and the normal endometrium of the volunteers. The T2 and ADC values of EC vs normal endometrium, and those of different histological types and pathological grades were compared. The receiver operating characteristic (ROC) curves were constructed to evaluate the diagnostic performance of T2 and ADC values in determining the pathological type and classification of EC. In addition, two radiologists used synthetic T2WI combined with T2 map and conventional T2WI combined with DWI, respectively, to evaluate the depth of myometrial invasion, and compared the imaging results with the results of pathological diagnosis to evaluate the diagnostic efficacy of the two methods in determining the depth of myometrial invasion. Results: The T2 and ADC values of endometrial carcinoma were 85.0 (80.8, 92.5) ms and 0.71 (0.64, 0.77) ×10(-3) mm(2)/s, respectively, which were significantly lower than those of normal endometrium [147.4 (123.4, 176.7) ms and 1.46 (1.26, 1.76)×10(-3) mm(2)/s, respectively; both P<0.05]. The T2 values of endometrioid carcinoma (EA) [84.1 (79.5, 88.7) ms] were significantly lower than those of non-EA [98.8 (92.1, 102.8) ms; P<0.05]. There was no significant difference in ADC values between EA and non-EA (P=0.075). The T2 values of G1, G2 and G3 groups in EA were 89.1 (84.4, 94.4) ms, 83.6 (80.9, 86.2) ms, and 76.5 (71.4, 80.3) ms, respectively. There were significant differences in the T2 values between G1 vs G2, G1 vs G3, and G2 vs G3 groups, respectively (all P<0.017). Significant difference was also found in the ADC values between the G1 and G3 groups (P<0.017). The area under the ROC curve (AUC) of T2 values in distinguishing EA from non-EA was 0.867. The AUC of T2 values, ADC values and their combination in predicting high-grade EA was 0.888, 0.730 and 0.895, respectively. The accuracy of synthetic T2WI+ T2 map and conventional T2WI+ DWI in the diagnosis of deep myometrial invasion was 78.1% and 79.5%, respectively, with no significant difference (P>0.05). Conclusions: T2 mapping has great potential in preoperative evaluation of EC. The quantitative T2 value can be used in the diagnosis, pathological classification and grading of EC. The combination of synthetic T2WI and T2 map may be helpful to determine the depth of myometrial invasion.
Female ; Humans ; Neoplasm Invasiveness/pathology* ; Endometrial Neoplasms/diagnostic imaging* ; Diffusion Magnetic Resonance Imaging/methods* ; Magnetic Resonance Imaging/methods* ; ROC Curve ; Retrospective Studies

OBJECTIVE: To investigate the induction and activation of heparinase by extracellular histones in acute respiratory distress syndrome(ARDS) induced by chlorine in mice.METHODS: The specific pathogen free adult male C57 BL/6 mice were randomly divided into control group, chlorine injured group, histone injured group, anti-histone antibody group and heparinase inhibitor group, with six mice in each group.The mice in the control group and histone injured group were exposed to clean air, and the mice in the other three groups were exposed to chlorine gas at a dose of 580.0 mg/m~3 for 30 minutes by systemic dynamic inhalation.Mice in the histone injured group were injected with 50 mg/kg body weight calf thymus histone by tail vein.One hour before exposure, mice in the anti-histone antibody group were pretreated with 20 mg/kg body weight anti-histone H4 antibody by tail vein injection, and mice in the heparinase inhibitor group were injected with 2 mg/kg body weight OGT2115(heparinase inhibitor). The other three groups were given equal volume of 0.9% sodium chloride solution by tail vein injection. After 24 hours of exposure, arterial blood was collected for blood gas analysis and the lung tissue was collected for histopathological examination. The protein level of heparinase in lung tissue were detected using enzyme-linked immunosorbent assay, and the activity of heparinase were detected by measuring the product of heparan degradation. The protein expression of pro-heparinase and active heparinase were detected by Western blotting.RESULTS: The dyspnea developed of mice in the chlorine injured group and histone injured group, diffuse inflammation occurred in lung tissue, the oxygenation index in arterial blood decreased(all P<0.05), and the protein level and activity of heparinase in lung tissue, as well as the relative expression of pro-heparinase and active heparinase were increased compared with the control group(all P<0.05). The dyspnea, hypoxemia and acute lung injury of mice in the anti-histone antibody group were alleviated, and the protein level of heparinase in lung tissue, as well as the relative expression levels of pro-heparinase and active heparinase were decreased(all P<0.05), compared with chlorine injury group and histone injury group.The dyspnea, hypoxemia and acute lung injury were alleviated in the heparinase inhibitor group, and the activity of heparinase and the relative expression of pro-heparinase in the lung tissue were decreased compared with the chlorine injury group(all P<0.05). CONCLUSION: During the occurrence and development of chlorine-induced ARDS in mice, extracellular histones aggravate lung injury by inducing the expression and activation of heparinase. Acute lung injury can be alleviated by inhibiting the expression and activation of heparinase.

Eight sesquiterpenoids were isolated from petroleum ether extract of Aquilariae Lignum Resinatum by various column chromatography techniques including silica gel, ODS, and semi-preparative HPLC. Their structures were identified on the basis of physicochemical properties, UV, IR, MS, and NMR spectroscopic data as(4S,5S,7R,10S)-5,7-dihydroxy-11-en-eudesmane(1),(7R,10S)-eudesma-4-en-11,15-diol(2),(2R,4S,5R,7R)-2-hydroxyeremophila-9,11-dien-8-one(3), 7α-H-9(10)-ene-11,12-epoxy-8-oxoeremophilane(4),(+)-9β,10β-epoxyeremophila-11(13)-en(5), 4(14)-eudesmene-8α,11-diol(6), 12,15-dioxo-selina-4,11-dien(7), and 2β,8 aα-dihydroxy-11-en-eremophilane(8). Compounds 1 and 2 are new compounds, and their absolute configurations were determined by calculating ECD. Compounds 1, 4, and 6-8 could significantly improve taurocholic acid(TCA)-induced gastric mucosal GES-1 cell injury at a concentration of 20 μmol·L~(-1), and the cell protection rates were 23.51%±2.79%, 16.10%±1.25%, 24.45%±4.89%, 17.48%±2.93%, and 21.44%±2.39%, respectively.
Chromatography, High Pressure Liquid ; Magnetic Resonance Spectroscopy ; Molecular Structure ; Sesquiterpenes/chemistry*