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The establishment of mental health assessment system provides a new way for the early diagnosis of mental health problems, in view of the growing population of mental diseases and problems and the uneven distribution of mental health resources. In the mental health assessment system, intelligent assistant diagnosis can assist or help psychiatrists improve their work efficiency. Intelligent assistant diagnosis provides technical support for predictive screening and auxiliary diagnosis of mental health problems. It is an intelligent diagnosis research based on big data analysis and machine learning in mental health assessment system. This article mainly reviews the application methods, the application progress in the field of mental health, as well as related technical issues and safety issues, and prospects the future research development.
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Objective To analyze the distribution characteristics and drug resistance of pathogens in infected donors from organ donation after citizen's death. Methods Clinical data of 465 potential donors from organ donation after citizen's death were retrospectively analyzed. The airway secretion, urine and blood samples of all donors were cultured. The infection rate of the donors, the source and composition ratio of pathogens were summarized. The drug resistance of main Gram-negative and Gram-positive pathogens was analyzed. Results Among 465 donors, 330 cases were infected and the infection rate was 71.0%. Among the positive culture samples of all donors, lower respiratory tract samples accounted for 63.8%(292/458), 18.6%(85/458) for blood samples and 17.7%(81/458) for urine samples. A total of 512 pathogens were isolated, including 75.0%(384/512) of Gram-negative pathogens, 18.2%(93/512) of Gram-positive pathogens followed by 6.8%(35/512) of fungi. Klebsiella pneumoniae, Pseudomonas aeruginosa and Acinetobacter baumannii were the most common Gram-negative pathogens. Klebsiella pneumoniae was sensitive to quinolones, compound preparations containing β-lactamase inhibitor (piperacillin-tazobactam, cefoperazone sodium-sulbactam sodium) and carbapenem antibiotics, whereas less sensitive to cephalosporins. Pseudomonas aeruginosa was sensitive to β-lactams, quinolones and aminoglycosides. Acinetobacter baumannii was sensitive to polymyxin, tigecycline and amikacin, whereas resistant to the other antibiotics. No Gram-positive pathogens was resistant to vancomycin, linezolid and teicoplanin. Staphylococcus aureus and coagulase-negative staphylococci were the most commonly isolated Gram-positive pathogens, which yielded resistance rates of 36% and 87% to oxacillin sodium, and were generally resistant to penicillin and erythromycin. The resistance rate of Enterococcus faecalis to quinolones and erythromycin exceeded 90%, and 55% for high-concentration gentamicin. Conclusions The infection rate of organ donors from organ donation after citizen's death is relatively high, and the main infection site is lung. Gram-negative pathogens are the most commonly isolated strains, and certain strains tend to exhibit multiple drug resistance.
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The HIV-infected people were investigated for their satisfactory situation towards the follow-up management of primary medical and health care institutions in Xinjian County, Yushan County and Guixi City of Jiangxi Province from January to July 2018 and related factors were also analyzed. The total score of the Infected Patients′ Follow-up Management Satisfaction Scale higher than 59 was defined as the satisfactory. 75.68% of 259 infected patients were satisfied with the follow-up management. Compared to farmers and other follow-up modes, non-farmers (OR=10.72, 95%CI: 2.07-55.63), and patients receiving follow-up service in responsible institutions (OR=6.44, 95%CI: 3.12-13.30) were more satisfied with follow-up management.
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Objective@#To understand the current status of follow up of people living with HIV/AIDS by health service at grass root in rural area of Jiangxi province and related factors, and provide references for the promotion of the follow up by grass root health service.@*Methods@#People living HIV/AIDS aged ≥18 years and diagnosed before 31 December 2017 in 6 townships of Xinjian, Yushan counties and Guixi city were included in the study in Jiangxi province. They had been followed up for more than one time after the first epidemiologic survey. The information about their demographic characteristics and HIV infection status were collected by using self-designed questionnaire. Univariate and multivariate logistic regression analyses were conducted to identify the factors that influencing the acceptance of follow up by grass root health service.@*Results@#Of the 373 surveyed HIV infected subjects aged (53.06±16.15) years, 261 were males (70.0%, 261/373). Among the surveyed subjects, the illiteracy and people who received only primary school education accounted for 54.7% (204/373). The rate of follow up of the HIV infected subjects by grass root health service was 55.8% (208/373), and those through heterosexual contact were 58.5% (190/325). The multivariate regression analysis showed that the acceptance of follow up by grass root health service was higher in those who were farmers (OR=7.36, 95%CI: 2.52-21.45), had family support (OR=16.01, 95%CI: 2.25-49.73), didn’t worry about discrimination (OR=12.97, 95%CI: 4.75-35.42), trusted health care provider (OR=5.07, 95%CI: 2.19-11.76) and showed AIDS symptoms (OR=10.58, 95%CI: 2.25- 49.73).@*Conclusions@#The performance of follow up of people living with HIV/AIDS by grass root health service was well, suggesting it is a feasible management model. Being famer or not, family member supporting or not, worry about discrimination or not, trusting health care provider or not and showing AIDS symptoms or not were the main factors influencing the acceptance of follow up by grass root health service.
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Objective To compare the effect of multislice spiral CT and 1.5T magnetic resonance imaging in the diagnosis of acute brain injury.Methods From June 2015 to February 2017,110 patients with suspected acute craniocerebral injury in Linfen Central Hospital were selected as study objects.All the patients received multi-slice spiral CT and 1.5T magnetic resonance imaging examination.The diagnostic value of two kinds of examination methods was compared.Results The accuracy rate,misdiagnosis rate,missed diagnosis rate,specificity and sensitivity of the magnetic resonance imaging were 95.00％,10.00％,5.00％,90.00％,95.00％,respectively,which of the multi-slice spiral CT were 58.00％,60.00％,42.00％,40.00％,58.00％,respectively,there were statistically significant differences between the two methods (x2 =38.075,5.494,98.075,5.494,38.075,P ＜ 0.05).Conclusion 1.5T magnetic resonance imaging for the diagnosis of acute craniocerebral injury is more significant.
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Given the increasing exploitation of antibodies in different contexts such as molecular diagnostics and therapeutics, it would be beneficial to unravel properties of antigen-antibody interaction with modeling of computational protein-protein docking, especially, in the absence of a cocrystal structure. However, obtaining a native-like antigen-antibody structure remains challenging due in part to failing to reliably discriminate accurate from inaccurate structures among tens of thousands of decoys after computational docking with existing scoring function. We hypothesized that some important physicochemical and energetic features could be used to describe antigen-antibody interfaces and identify native-like antigen-antibody structure. We prepared a dataset, a subset of Protein-Protein Docking Benchmark Version 4.0, comprising 37 nonredundant 3D structures of antigen-antibody complexes, and used it to train and test multivariate logistic regression equation which took several important physicochemical and energetic features of decoys as dependent variables. Our results indicate that the ability to identify native-like structures of our method is superior to ZRANK and ZDOCK score for the subset of antigen-antibody complexes. And then, we use our method in workflow of predicting epitope of anti-Ebola glycoprotein monoclonal antibody-4G7 and identify three accurate residues in its epitope.
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Objective To evaluate the clinical effect,the incidence of postoperative biliary complications and the survival of liver transplantation from Chinese donation after citizen's death (DCD).Methods The clinical characteristics of donors and recipients,survival of allografts and recipients,and postoperative biliary complications of 169 cases of DCD liver transplantation from October 2013 to June 2015 were analyzed retrospectively.Results The overall biliary complication rate was 8.28％ (14/169).There were 6 cases of ischemic cholangiopathy [3.55％ (6/169)].In 37 cases receiving donation after brain death liver transplantation,the incidence of biliary complications was 8.11％ (3/37),and ischemic biliary disease occurred in 1 case with the incidence being was 2.70％.In 132 cases of donation after cardiac death liver transplantation,biliary complication rate was 8.33 ％ (11/132),and there were 5 cases of ischemic biliary disease with the incidence being 3.79 ％.There was no significant difference in the incidence of bile duct complications of the recipients between brain death and cardiac death organ donation (P＞ 0.05).The 1-,2-,and 3-year survival rate of patients and grafts of donation after brain death was 94.5％,89.2％ and 83.7％,and 94.5％,86.5％ and 81.1％,respectively.The 1-,2-,and 3-year survival rate of patients and grafts of donation after cardiac death was 93.9％,88.6％ and 83.3％,and 91.7％,86.4％ and 80.3％,respectively.There was no significant difference in survival of recipients and grafts between brain death and cardiac death organ donation (P＞0.05).The mean warm and cold ischemia time of donation after cardiac death was 13.59 min and 3.32 h respectively.Conclusion The outcome of DCD liver transplantation is satisfactory.The incidence of overall biliary complications and ischemic biliary disease of cardiac death donor liver transplantation was close to that of brain death donor liver transplantation.
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Anthrax is a highly lethal infectious disease caused by the spore-forming bacterium Bacillus anthracis. The major virulence factor of B. anthracis consists of protective antigen (PA), lethal factor (LF) and edema factor (EF). PA binds with LF to form lethal toxin (LT), and PA binds with EF to form edema toxin (ET). Antibiotics is hard to work in advanced anthrax infections, because injuries and deaths of the infected are mainly caused by lethal toxin (LT). Thus, the therapeutic neutralizing antibody is the most effective treatment of anthrax. Currently most of the anthrax toxin antibodies are monoclonal antibodies (MAbs) for PA and US FDA has approved ABTHRAX humanized PA monoclonal antibody for the treatment of inhalational anthrax. Once B. anthracis was artificially reconstructed or PA had mutations within recognized neutralization epitopes, anti-PA MAbs would no longer be effective. Therefore, anti-LF MAbs is an important supplement for anthrax treatment. Most of the anti-LF antibodies are murine or chimeric antibodies. By contrast, fully human MAbs can avoid the high immunogenicity of murine antibodies. First, we used LF to immunize the transgenic mice and used fluorescent cell sorting to get antigen-specific memory B cells from transgenic mice spleen lymphocytes. By single cell PCR method, we quickly found two strains of anti-LF MAbs with binding activity, 1D7 and 2B9. Transiently transfected Expi 293F cells to obtain MAbs protein after purification. Both 1D7 and 2B9 efficiently neutralized LT in vitro, and had good synergistic effect when mixed with anti-PA MAbs. In summary, combining the advantages of transgenic mice, fluorescent cell sorting and single-cell PCR methods, this study shows new ideas and methods for the rapid screening of fully human monoclonal antibodies.
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Objective To evaluate the application value with Energy Spectrum CT multi -parameter quanti-tative value in differentiating pulmonary occupying lesions (>0.5cm in diameter).Methods Those were retrospec-tively analyzed on 58 cases in pulmonary occupying lesions performed spectrum dual -phase enhanced CT scan and confirmed by pathology,including malignant group 48 cases;10 cases of benign group.Iodine content(IC)was meas-ured in arterial phase(AP)and venous phase (VP)in iodine based on the image and the level of the aorta,and nor-malized iodine concentrations were calculated in the two phases lesions compared with aorta,and the difference between the two normalized iodine concentrations ICD (ICD =NICvp -NICap).To measure the CT value of lesions on 50keV and 100keV energy image,and calculate the energy attenuation curve slope,namely |Hu (100 kev -50kev)/Hu50 |.The differences of NIC,curve slope,and ICD were compared between benign and malignant pulmonary occupying lesions using independent sample t test method.Results In two phase scan,NIC,curve slope of the venous phase and ICD in malignant group were significantly higher than the benign group,(NIC,curve slope of the venous phase and ICD of the malignant group:NICap:0.180 ±0.051,NICvp:0.463 ±0.086,1.696 ±0.475,ICD:0.284 ± 0.071;NIC,curve slope of the venous phase and ICD of the benign group:NICap:0.123 ±0.062,NICvp:0.290 ± 0.119,1.169 ±0.582,ICD:0.166 ±0.073,),but there was no significant difference between the patients with benign and malignant lesions in curve slope of the arterial phase.Conclusion Energy spectrum CT dual -phase enhanced scan can differentiate the nature of benign and malignant pulmonary occupying lesions,and has certain clinical application value.