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Objective To explore the program of convolutional neural networks for the diagnosis of schizophrenia and evaluate its effects. Methods Using the convolutional neural network,the training model was trained in the lead data of 138 normal people and 183 schizophrenic patients,and the model was valida-ted by 20-fold cross-validation. Results The true positive rate of schizophrenia prediction using the convolu-tional neural network training model was 0. 749, the false positive rate was 0. 275, and the accuracy was 0. 738. Conclusion This model can achieve a strong diagnostic ability for patients with schizophrenia. Therefore,convolutional neural network for the diagnosis of schizophrenia will become an important research direction in the future.
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Objective@#To investigate the effects of human adipose-derived mesenchymal stem cells (ADSCs) and platelet-rich plasma (PRP) on healing of wounds with full-thickness skin defects in mice.@*Methods@#ADSCs were isolated from the lumbar and abdominal fat donated voluntarily by a healthy woman undergoing liposuction in the Department of Plastic Surgery of Guangzhou General Hospital of Guangzhou Military Area Command, and the cells were cultured and identified. ADSCs of the second passage were used in the following experiments. The venous blood of the volunteer was taken, and PRP was obtained by secondary centrifugation. Thirty-six C57BL/6 mice were divided into simple injury group (n=12), simple ADSCs treatment group (n=12), and ADSCs+ PRP treatment group (n=12) according to the random number table. Each mouse was inflicted with a 1 cm×1 cm wound with full-thickness skin defect on the back. Immediately after injury, the wounds of mice in simple injury group were subcutaneously injected with 1 mL normal saline, the wounds of mice in simple ADSCs treatment group were subcutaneously injected with 1 mL phosphate buffer solution-blended ADSCs suspension (with concentration of 5×105 /mL, the same below), and the wounds of mice in ADSCs+ PRP treatment group were subcutaneously injected with 1 mL mixture of PRP and ADSCs (1∶2 volume ratio). Three mice in each group were taken on post injury day (PID) 3, 5, 7, and 14 to observe the gross condition of wound, and the wound healing rate was calculated. On PID 3, 5, and 7, the non-healing wound tissue and 0.5 cm normal skin tissue around the wound margin were taken after gross observation. The inflammation, re-epithelialization, and angiogenesis of tissue were observed by hematoxylin and eosin staining, and the re-epithelialization rate was calculated. The collagen synthesis of tissue was observed by masson staining. Immunohistochemistry was used to observe the expression of macrophages of tissue samples collected on PID 3 and 5. Data were processed with analysis of variance of factorial design and Least-Significant Difference test.@*Results@#(1) On PID 3, the wounds of mice in ADSCs+ PRP treatment group were with granulation tissue regeneration, redness, and swelling, and the wounds of mice in the other two groups were ruddy and with effusion. On PID 5, the wounds of mice in ADSCs+ PRP treatment group had less redness and swelling, which were dry with obvious scab, and wounds of mice in the other two groups were obviously red and swollen. On PID 7, scab formed basically on wounds of mice in the three groups. On PID 14, the wounds of mice in the three groups basically healed, and their crusts were off. On PID 3, 5, 7, and 14, the wound healing rates of mice in ADSCs+ PRP treatment group were obviously higher than those of the other two groups (P<0.05 or P<0.01). On PID 5 and 7, the wound healing rates of mice in simple ADSCs treatment group were obviously higher than those of simple injury group (P<0.01). (2) On PID 3, granulation tissue regeneration of wounds in ADSCs+ PRP treatment group was more than that in the other two groups. On PID 5, inflammatory reaction of wounds of mice was mild in ADSCs+ PRP treatment group, which was severe in the other two groups. On PID 7, the re-epithelialization process of wounds of mice was almost completed in ADSCs+ PRP treatment group, and the number of new vessels was more in ADSCs+ PRP treatment group than in the other two groups. The migration distance of regenerated epithelia around the wound edge in simple injury group and simple ADSCs treatment group was short. On PID 3, 5, and 7, the re-epithelialization rates of wounds of mice in ADSCs+ PRP treatment group were (37.6±4.5)%, (59.1±1.3)%, and (89.2±4.3)%, respectively, significantly higher than (25.7±1.5)%, (34.5±4.4)%, and (50.8±2.7)% in simple injury group and (29.1±0.8)%, (42.6±2.9)%, and (72.9±3.0)% in simple ADSCs treatment group (P<0.01). On PID 5 and 7, the re-epithelialization rates of wounds of mice in simple ADSCs treatment group were significantly higher than those in simple injury group (P<0.05 or P<0.01). (3) On PID 3 and 5, a quite large number of new collagen fibers appeared in granulation tissue of wounds of ADSCs+ PRP treatment group, while the collagen fibers in the other two groups were less. On PID 7, the granulation tissue of mice in ADSCs+ PRP treatment group decreased, and a large number of new collagen fibers appeared. The collagen fibers in wounds tissue of mice in simple ADSCs treatment group increased, while the collagen fibers deposited in wounds tissue of mice in simple injury group was still less. (4) On PID 3 and 5, the numbers of macrophages in wounds tissue of mice in simple ADSCs treatment group were 4.7±0.6 and 5.3±0.6 respectively, obviously lower than 6.3±0.6 and 7.7±0.6 in injury group (P<0.05 or P<0.01); the numbers of macrophages in wounds tissue of mice in ADSCs+ PRP treatment group were 3.0±1.1 and 2.7±0.5, significantly lower than those in the other two groups (P<0.05 or P<0.01).@*Conclusions@#Human PRP and ADSCs are involved in the early inflammation, metaphase of tissue proliferation, and re-epithelialization and shaping process of late stage of wounds with full-thickness skin defects in mice. The combination of ADSCs and PRP may be a comparatively good combination to improve the speed and quality of wound healing.
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Objective To explore the sensitivity and specificity of near-infrared spectroscopy ( NIRS) in the diagnosis of depression. Methods From March 2013 to August 2013,62 patients with de-pression and 70 normal controls were collected from Peking University Sixth Hospital. Optical Tomography System (52 channels) was used to collect the NIRS data during the Verbal Fluency Test (VFT),and the number of words produced during VFT task was recorded. The wave analysis was performed by a professional psychiatrist. Results There was statistical difference in the number of words produced during VFT task be-tween the patients with depression (8.65±0.49)and control group(10.19±0.43) ( t=2.385, P<0.05). Through the wave analysis of NIRS to test patients with depression,the results demonstrated that the sensitivi-ty was 66.1% and the specificity was 91.4%. Conclusion The results of NIRS test display high specificity in the diagnosis of depression,which can be used as an objective index for clinical auxiliary diagnosis.
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Objective To explore the effects of emotion on cognitive function in patients with depression.Methods Self-rating anxiety scale(SAS),self-rating depression scale (SDS) and the typical one-back task were done by 397 patients with depression in Peking University Sixth hospital out-patient and hospitalization during 2012 June to 2013 October.Results Both of the SAS standard score (51.81 ± 11.50) and SDS standard score (62.94 ± 13.06) were significantly related (r=0.125,P＜0.05.r=0.176,P＜0.01) to the reaction time of one-back task ((590.27±213.96)ms),and the correlation between SAS standard score and SDS standard score was significant (r=0.682,P＜0.01).The results of regression analysis suggested that,only SDS score could predict the reaction time of one-back task.Conclusion The emotion of anxiety and depression in patients with depression are correlated with cognitive function,and the emotion of depression is the main factor to affect the cognitive function.
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Objective To explore the clinical methodology and effects of correction of secondary unilateral cleft lip nasaldeformity by anatomical restoration and cartilage of nasal septum.Methods With the Goodman's incision in the columella and nasal vestibule,we cut out the cartilage of nasal septum and built a new support structure of tip to reshape the nasal shape after the adequate anatomical restoration under the magnifier of 2.5 times.Results The operation corrected alanasi collapse skewed columella and nostrils symmetry,etc.21 cases were treated and followed up for a month and fifteen months,showing stablized effect with columella centerno alanasi collapse,symmetric nostril and no recurrence.Conclusions On the base of nasal anatomy,a good therapeutic effect has been archeived by the adequate anatomical restoration,cutting out the cartilage of nasal septum and builting a new support structure of tip to reshape the nasal shape.
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BACKGROUND:The technique of vacuum sealing drainage, initialy used for better wound healing, has been widely applied to al kinds of refractory wounds. OBJECTIVE:To summarize the research progress in vacuum sealing drainage for treatment of severe soft tissue injury. METHODS: An electronic retrieve was performed in Wanfang database, VIP database and PubMed database from January 1989 to August 2014 was performed for papers regarding the vacuum sealing drainage technology with the key words of “vacuum sealing drainage technology; injury; gentamicin; hyperbaric oxygen; nerve growth factor; chymotrypsin” in Chinese or English. Finaly 48 articles were involved in the final analysis according to the inclusion criteria. RESULTS AND CONCLUSION:Vacuum sealing drainage is a highly effective treatment technique to promote wound healing which can promote wound blood circulation, reduce sweling, inhibit bacterial growth, stimulate growth of granulation tissue by mechanical stress, inhibit cel apoptosis, thereby helping wound healing. Compared to conventional open-dressings, vacuum sealing drainage has a faster wound healing speed, lower infection rate, and fewer dressing change frequency. With recent advances in medicine, vacuum sealing drainagetechnology cannot be simply used for treatment of skin soft tissue damage, but in combination with gentamicin, hyperbaric oxygen, nerve growth factor and chymotrypsin to achieve better therapeutic effects.
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ObjectiveTo investigate the efficacy of laparoscopic hepatectomy for regional hepatolithiasis.MethodsThe clinical data of 81 patients with regional hepatolithiasis who received laparoscopic hepatectomy at the Southwest Hospital from March 2007 to March 2011 were retrospectively analyzed.Based on the classification of the Guideline for the diagnosis and treatment of hepatolithiasis 2007 version and indications for open surgery,hepatic lobes with calculi,biliary stricture or dilated bile ducts were resected laparoscopically after preoperative examination.Bile ducts of the remnant hepatic lobes were explored using fiber choledochoscope or electronic choledochoscope for the prevention of residual stones. Results Laparoscopic hepatectomy was successfully performed on 72 patients,and the other 9 patients were converted to open surgery. Left lateral lobectomy ( segments Ⅱ,Ⅲ ) was performed on 20 patients,left hemihepatectomy ( segments Ⅱ,Ⅲ,Ⅳ ) on 30 patients,right posterior lobectomy ( segments Ⅵ,Ⅶ ) on 11 patients,right anterior lobectomy ( segments Ⅴ,Ⅷ ) on 6patients,right hemihepateetomy (segments Ⅴ,Ⅵ,Ⅶ,Ⅷ ) on 9 patients,hepatic Ⅲ segmentectomy on 2 patients and hepatic Ⅵ segmentectomy on 3 patients.Gallbladders were resected,and intermittent portal triad clamping was performed on 15 patients.Hepateetomy combined with biliary exploration and stone removal was performed on 57 patients.The mean operation time and operative blood loss were (328 ± 80)minutes and (451 ±288) ml,respectively.No operative mortality was observed.Sixteen patients had postoperative complications,including pulmonary infection in 2 patients,pleural effusion in 4 patients,encapsulated effusion in the resection margin in 6 patients,abdominal infection and abscess in 2 patients and wound infection in 2 patients.Of the 16patients with complications,9 were cured by medicine,6 by pleural or abdominal drainage and 1 by wound debridement.The mean duration of hospital stay was ( 13 + 6)days.The intraoperative stone clearance rate was 96％ (69/72),and the residual stone in 3 patients were removed by choledochoscopy.Sixty-nine patients were followed up for 7-55 months,7 patients had symptoms of cholangitis and 2 patients had common bile duct stone recurrence.ConclusionsLaparoscopie hepatectomy is sate and effective for regional hepatolithiasis.Accurate positioning of the stones and lesions pre- and intra-operatively,reasonable designing of the parenchymal transection plane,and anatomical liver resection are the key points for achiving good therapeutic effects.
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<p><b>OBJECTIVE</b>To observe the role of interleukin (IL) 21 alone, IL12 alone, and IL21 plus IL12 for inducing the antitumor activity of peripheral blood mononuclear cells (PBMCs) in patients with endometrial cancer.</p><p><b>METHODS</b>PBMCs were isolated from peripheral blood in patients with endometrial cancer in vitro, and kept the culture with low-level IL2. IL2-stimulated PBMCs were cocultured under different conditions (with anti-IL21 antibody, IL21 alone, IL12 alone, or IL21 plus IL12) for 72 h. The cytotoxicity of PBMCs was then examined by lactate dehydrogenase(LDH) released assay. CD4(+) CD25(+) FOXP3(+) regulatory (Treg) cell and CD4(+) IL17A(+) T-helper (Th17) cell proportion were determined with flow cytometry. Cell proliferation and apoptosis were measured by cell counting kit-8(CCK-8)assay and flow cytometry, respectively.</p><p><b>RESULTS</b>In comparison to control group, both IL21 and IL12 significantly enhanced the cytotoxicity of PBMCs. The IL21 plus IL12 group had superior effect to IL21 alone and IL12 alone. IL21 and IL12 significantly decreased the percentages of Treg cells and the rate of PBMCs apoptosis. IL21 or IL12 had no significant effect on the differentiation of Th17 cells and the proliferation of PBMCs.</p><p><b>CONCLUSIONS</b>IL21 and IL12 can enhance the cytotoxicity of PBMCs in patients with endometrial cancer, which can be further strengthened with treatment of IL21 plus IL12. Such effects may be achieved by inhibiting the differentiation of Treg cells and the apoptosis of PBMCs, but not by the differentiation of Th17 cell.</p>
Subject(s)
Adult , Aged , Female , Humans , Middle Aged , Apoptosis , Cell Proliferation , Cells, Cultured , Endometrial Neoplasms , Allergy and Immunology , Pathology , Interleukin-12 , Pharmacology , Interleukins , Pharmacology , Leukocytes, Mononuclear , Allergy and Immunology , Pathology , T-Lymphocytes, Regulatory , Allergy and ImmunologyABSTRACT
Objective To investigate the indications, techniques and results of laparoscopic hepatectomy. Methods The clinical data and follow-up results of 463 patients who received laparoscopic hepatectomy at our institute were retrospectively analyzed. Results From March 1, 2007 to March 31, 2011, 463 cases of laparoscopic hepatectomy were successfully carried out. Of the 463 patients,165 were with primary liver cancer, 29 with metastatic liver cancer, 143 with hepatic hemangioma, 81with hepatolithiasis and 45 with other benign liver diseases (including hepatic angiomyolipoma, hepatocellular adenoma, focal nodular hyperplasia and chronic liver abscess). The surgical approaches included laparoscopic left lateral lobectomy (93 cases), left hepatectomy (71 cases), extended left hepatectomy (4 cases), right hepatectomy (29 cases), right posterior lobectomy (24 cases), hepatectomy of segment Ⅵ (56 cases), extended right hepatectomy (2 cases), central hepatectomy (8 cases) and hepatectomy of segments Ⅶ/Ⅷ, Ⅳa, caudate lobe and the junction of segment Ⅵ and Ⅶ (41 case).Nonanntomic and wedge resection were performed on 121 patients, and combined resection on 14 patients. The mean operation time, blood loss, length of hospital stay and incidence of postoperative complications were (244.71 ± 105. 07) minutes, (460. 26±425.81) ml, (15.51 ±4.36) days and 9.29%, respectively. And no operative death occurred. In the 194 cases with malignant liver lesions,185 cases were followed up for 2 to 50 months. The 1 year and 3 year overall and disease free survival rate were 90. 8% and 87.9% , 84.2% and 73. 7% respectively. Conclusions As a means of minimally invasive surgical approach, laparoscopic hepatectomy can be selectively adopted for the treatment of all kinds of liver diseases which located at different parts of the liver, with the advantages of smaller trauma, quick recovery and cosmetic benefits. The short-term results of laparoscopic hepatectomy is superior to and its long-term results is equal to that of open surgery. Benign liver diseases, small hepatocellular carcinoma and metastatic liver cancer are the good indications for laparoscopic hepatectomy.
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<p><b>OBJECTIVE</b>To observe the effects of pravastatin on the proliferation and invasion of human hepatocarcinoma HepG2 cell line.</p><p><b>METHODS</b>The effects of pravastatin on the proliferation, migration and invasion of HepG2 cells was observed by MTT assay, Boyden chamber assay and motility assay. p38 activity was measured, and the expression of p-p38, MKP-1, RhoC and MMP-2 was analyzed by Western blot.</p><p><b>RESULTS</b>Pravastatin inhibited the proliferation of HepG2 cells. The intracellular p38 activity and expressions of p-p38, RhoC and MMP-2 were decreased, while MKP-1 expression was elevated in pravastatin treated cells. In addition, pravastatin inhibited the invasion and motility.</p><p><b>CONCLUSION</b>Pravastatin can inhibit the proliferation and invasion of HepG2 cells.</p>