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Objective:To review the development and progress of geriatric research in China from the perspective of funding from the National Natural Science Foundation of China, and to provide supporting data for further development of the field.Methods:Based on project funding data of the National Natural Science Foundation of China for geriatric medicine from 2008 to 2017, the number and composition of projects, funding amount and funded institutions were statistically analyzed, and the overall trend of change was examined.The research hotspots in recent years were summarized by using word frequency analysis.Results:From 2008 to 2017, a total of 446 projects were approved in the field of geriatric medicine.Both the number of projects and the amount of funding showed an increasing trend.Project types were gradually expanded and the composition was constantly optimized.Since 2014, the fund types each year included 6 or more and breakthroughs in major projects were achieved.East China remained the leading region in the number of projects and amount of funding, with Beijing, Shanghai and Zhejiang receiving the highest numbers of project approvals and accounting for more than 10% of the national total in the number of project approvals and the amount of funding.During this period, 114 institutions received funding, with 74 winning 2 or more projects.In word frequency analysis, senescence(229 times), cell(161 times)and protein(120 times)were the three most frequently used keywords.Conclusions:In the field of geriatric medicine, the project approval level from the National Natural Science Foundation of China has significantly improved in quantity and quality, but it has always been under-represented in the branch of medical sciences.The regional and institutional distribution of projects is unbalanced and tends to skew in favor of institutions with prominent academic disciplines.Basic research is the main type of funded projects.Geriatric research is centered on the mechanisms of aging.
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Objective:To compare the prediction efficiency of traditional linear regression model and four machine learning models on the learning behavior of clinical medical postgraduates, and to explore the pros and cons and applicability of different prediction models.Methods:A total of 6,922 clinical medical postgraduates were surveyed, their comprehensive learning behavior scores were obtained through the learning behavior scale. In the training set, Lasso linear regression and artificial neural network, decision tree, Bootstrap random forest, and lifting tree were used to build prediction models respectively. The above models were used to predict the validation set data and compare the prediction efficiency.Results:The comprehensive learning behavior score of clinical medical postgraduates was (3.31±0.54) points, and the overall compliance rate was 74.02%. In the linear regression model, the influence of age, school level, degree type, learning interest, pressure and satisfaction on learning behavior were statistically significant. In the prediction of validation set, the sensitivity, specificity, and accuracy of the linear regression model were 0.484, 0.914, and 0.801, respectively. The indexes of the four machine learning models were higher than those of the traditional linear regression model, and the Bootstrap random forest had the highest elevation.Conclusion:The linear regression model has a good prediction effect on learning behavior, and machine learning is superior to linear regression model in terms of accuracy of prediction. However, traditional linear regression models are superior to machine learning models in computational efficiency and interpretability.
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Objective:To build a comprehensive medical, teaching, and research discipline indicators system that is objective and easily accessible in data, and to develop a comprehensive evaluation method, at the same time provide references for discipline evaluation and orientation.Methods:Literature review was used in referring to the evaluation indicators of different ranking systems in China, Delphi method and Analytic Hierarchy Process(AHP) were applied to identify the indicators and their weight.Results:A comprehensive discipline evaluation indicator system, including 3 first-level indicators, 12 second-level indicators, and 41 third-level indicators, were constructed. The Cartesian coordinates allows for specifying the location of the medical, teaching, research level of certain discipline, and the distribution of relevant discipline groups in three-dimensional space.Conclusions:The indicators system for discipline evaluation in this study has the characteristics of refinedness, comprehensiveness, operability, and applicability, providing references for the future evaluation of disciplines.
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The present clinical doctorate system has some irrationalities in the connection with professional qualification . According to analyses of main problems in recruitment , training objective , curriculum design and clinical examination, we proposed some suggestions for carrying forward the comprehensive pilot system: clarify the training objective and improve the overall understanding of reform;improve the examination condition and standardize the recruitment process; improve the curriculum system and reform the teaching method; strengthen the way of quality examination and supervision; attach more attention on constructing tutor teams and explore the way of joint guidance.
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<p><b>OBJECTIVE</b>To establish a culture system for Psammosilene tunicoides hairy roots, and provide technological aid for the large-scale production of P. tunicoides material.</p><p><b>METHOD</b>The young leaves and stem segments of sterile plantlets were infected with ACCC10060 strain, and subsequently a culture system suitable for hairy roots growth was further established.</p><p><b>RESULT</b>When explants were co-cultured with ACCC10060 (A600 0.8) on B5 media containing 20 mg x L(-1) Acetosyringo (AS) for 48 h, the hairy roots could be successfully induced, and it could achieve a higher induction rate using young leaves as explants than that of stem segments. The transfected hairy roots possessed the ability of kanamycin resistance and growth on hormone-free media, and synthesis of opines. All above results demonstrated that the present hairy roots originated in the infection of P. tunicoides tissues by ACCC10060 strains. After 35 d culture in liquid hormone-free MS (1/2 strength), the biomass of hairy roots increased 14.11 times (fresh weight) and 8. 39 times (dry weight), respectively, and the content of total saponins in hairy roots reached to 0.857% (DW), by contrast, it's only 0.388% and 0.217% in callus and seedlings respectively.</p><p><b>CONCLUSION</b>Establishment of hairy roots culture of P. tunicoides provided a foundation for industrial production of active components from P. tunicoides culture.</p>
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Biomass , Caryophyllaceae , Microbiology , Culture Techniques , Plant Roots , Microbiology , Rhizobium , Physiology , SaponinsABSTRACT
Objective:To investigate the combining therapy which not only have cured effect but also can uphold and improve the NPC patient′s immunity function after radiotherrapy and chemotherapy.Method:90 cases randomly divided into 3 groups ①Local group (local injected with IL-2 +radiotherapy+chemotherapy);②General group(ivdrip with IL-2+radiotherapy+chemotherapy);③convention group(radiotherapy+chemotherapy).Checked and observed the immunity function around the immunotherapy and after the radiotherapy and chemotherapy.Result:Cellular immunity of 3 groups are lower and humoral immunity are hypetuntion than normal person.After treated with IL-2 the cellular immunity improves but there′s no great change of the humoral immunity. The immune status of the immune groups have not obvious change than before radiotherapy,at the same time,the cellular immunity of the convention group cut down and the humoral immunity doesn′t change obviously.Conclusion:①It has some effect to uphold and improve the NPC patient′s immunity function to treat with small dosage of IL-2 before radiotherapy and chemotherapy,general treatment is better than local injection;②The three therapies have not great influence on the patient′s humoral immunity.