1.Discussion on the application of ChatGPT in scientific research statistics
Wenbo SUN ; Kangda YU ; Ruihua SUN
Chinese Journal of Medical Science Research Management 2023;36(3):171-177
Objective:This study aims to explore the feasibility and practicality of ChatGPT in scientific research statistics through examples, in order to better understand and evaluate the application value of ChatGPT in scientific research statistics.Methods:Literature research was used to illustrate the principles of ChatGPT artificial intelligence model, combined with practical examples and tests, to assess the reliability of its results and analyze the advantages and limitations of ChatGPT in scientific research statistics.Results:ChatGPT can be applied to various scenarios in scientific research statistics, such as literature retrieval and organization, experimental design, statistical analysis programming, and statistical graphing. It can provide efficient scientific research statistical analysis capabilities, but it also has limitations.Conclusions:Although there are limitations, ChatGPT has a promising future in scientific research statistics, and it will be applied widely and deeply to greatly facilitate scientific research.
2.Effects of Baduanjin and Balancer Exercise on Motor and Non-motor Symptoms of Parkinson's Disease
Xiang-yu WANG ; Qing DONG ; Shuang-shuang DONG ; Zeng-lin CAI
Chinese Journal of Rehabilitation Theory and Practice 2021;27(1):111-116
Objective:To explore the effects of Baduanjin and balancer exercise on motor and non-motor symptoms for patients with mild to moderate Parkinson's disease (PD). Methods:From May, 2017 to September, 2018, 31 patients with PD were collected from the inpatients, outpatients and outside of our hospitals. The patients accepted Baduanjin and balancer exercise successively, three weeks for each exercise, and were assessed with Movement Disorder Society-Unified Parkinson's Disease Rating Scale (MDS-UPDRS) part I, II, III and IV, and Non-motor Symptoms Scale (NMSS) before and after each exercise. Results:Four cases dropped out during Baduanjin exercise. The total score, the scores of part I, II and III of MDS-UPDRS, and NMSS score (
3.Clinical Efficacy of Modified Heweitang in Treatment of Functional Dyspepsia Due to Liver-stomach Disharmony
Xiao-yue LI ; Jun CHENG ; Hui LI ; Zhong-xian YU ; Zhong-da JIN
Chinese Journal of Experimental Traditional Medical Formulae 2021;27(22):113-118
Objective:To explore the clinical efficacy and safety of modified Heweitang in the treatment of functional dyspepsia (FD) due to liver-stomach disharmony and its regulation of gastrointestinal hormones and brain-gut peptides. Method:One hundred and twenty-six eligible patients were randomized into a control group (62 cases) and an observation group (64 cases). Patients in the observation group took the modified Heweitang granules with warm water 30 min after meals, 10 g/time, 3 times/day, while those in the control group took the corresponding placebo granules at the same dose in the same manner. The treatment in both groups lasted for four weeks. Before and after treatment, the four main symptoms including postprandial satiety, early satiety, upper abdominal pain, and upper abdominal burning sensation were scored, followed by the examination of gastric emptying (GE) and the scoring of the functional digestive disorders quality of life questionnaire (FDDQL), 7-point global overall symptom scale (GOSS), and liver-stomach disharmony syndrome. The cholecystokinin (CCK), motilin (MTL), gastrin (GAS), serotonin (5-HT), vasoactive intestinal peptide (VIP), and substance P (SP) levels before and after treatment were detected, and then the safety was evaluated. Result:After treatment, the scores of the four main symptoms, GOSS, and liver-stomach disharmony syndrome in the observation group were lower than those in the control group (
4.Study on mechanism of Fangji Huangqi Decoction on hypouricemic effect and renal protection in hyperuricemia mice.
Xing WANG ; Ning XUE ; Li HONG-LEI ; Zhen CHEN ; Yu WAN
China Journal of Chinese Materia Medica 2020;45(21):5248-5255
The aim of this paper was to study the specific mechanism of Fangji Huangqi Decoction(FHT) in decreasing uric acid and improving renal function in mice with hyperuricemia(HUA) induced by potassium oxonate, so as to provide theoretical basis for the research and development of drugs for clinical prevention and treatment of HUA and the modernization of traditional Chinese medicine. Sixty Kunming male mice were randomly divided into 6 groups, with 10 mice in each group, namely normal group, model group(250 mg·kg~(-1) potassium oxonate), FHT high, medium and low-dose groups(10 920, 5 460, and 2 730 mg·kg~(-1)) and positive drug allopurinol group(5 mg·kg~(-1)). Drug administration was given once a day for 7 days. On the 6 th day, mice of each group were kept in metabolic cages, and their urine was collected for 24 hours for determination of uric acid, creatinine, and β2-microglobulin(β2-MG) levels. After 7 days, the animals were sacrificed to determine serum uric acid, creatinine β2-MG and interleukin-1β(IL-1β) levels, and their liver and kidney tissues were collected. The liver tissues were used for subsequent determination of xanthine oxidase(XOD) activity, and the kidney tissues were used for subsequent determination of IL-1β levels, pathological tests and related Western blot experiments. In the cell transfection experiment, the cells were divided into blank group, model group(4.8 mmol·L~(-1) uric acid treatment), FHT administration group(4.8 mmol·L~(-1) uric acid+200 μg·mL~(-1) FHT), leucine-rich repeat kinase 1(LRRK1)-small interfering RNA(siRNA) group(4.8 mmol·L~(-1) uric acid+LRRK1-siRNA transfection) and LRRK1-siRNA+FHT group(4.8 mmol·L~(-1) uric acid+LRRK1-siRNA transfection+200 μg·mL~(-1) FHT). After 24 h incubation, the level of IL-1β in the cell supernatant was detected, and the cellular proteins were extracted and used to determine LRRK1, epidermal growth factor receptor(EGFR), PDZ kinase 1(PDZK1) and nuclear factor-kappa B(NF-κB) protein expression levels. The results showed that, FHT could significantly reduce the uric acid, creatinine and β2-MG levels in serum and β2-MG levels in urine, increase the uric acid and creatinine levels in urine, and improve the renal pathological results of the HUA mice, but showed no effect on liver XOD activity; at the same time, we found that the expression level of IL-1β in serum and kidney, NF-κB, LRRK1 and EGFR protein levels in kidney of HUA mice were significantly increased, and the expression level of PDZK1 protein was significantly decreased, while FHT could significantly improve the abnormal expression of these proteins, and FHT increased protein expression of renal organic anion transporter 1(OAT1), OAT3 and ATP bin-ding transporter G2(ABCG2) in HUA mice, but FHT had no effect on the expression of urate transporter 1(URAT1). In the cell transfection experiment, after transfection of LRRK1-siRNA, the levels of IL-1β, EGFR and NF-κB in supernatant were significantly reduced, and the expression of PDZK1 protein was significantly increased. As compared with the LRRK1-siRNA group, the levels of IL-1β, EGFR, PDZK1 and NF-κB did not change significantly with the additional FHT. This study showed that FHT may regulate the renal uric acid transport system through LRRK1 gene, improve the capacity of uric acid excretion, so as to reduce the level of serum uric acid. At the same time, FHT can not only protect the kidney directly, but also in an indirect manner by reducing the level of uric acid.
Animals
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Drugs, Chinese Herbal
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Hyperuricemia/drug therapy*
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Kidney
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Male
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Mice
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Uric Acid
5.Analysis of the scientific research efficiency of hospital department based on stochastic frontier method
Chang XIAO ; Kangda YU ; Ruihua SUN ; Ruimin GUO ; Wanling WU ; Qing SHEN ; Xiaodi HAO ; Miyuan WANG
Chinese Journal of Medical Science Research Management 2019;32(1):13-17
Objective Based on the data of scientific research output in a top three hospital in Beijing from 2015 and 2016,stochastic frontier analysis is conducted to estimate the efficiency of scientific research performance in different departments of this hospital,so as to draw the impetus for the growth of departments.Methods According to the results of the stochastic frontier model,comprehensive analysis and evaluation are conducted for the research performance of various departments.Results The overall average technical efficiency of the hospital is 0.44,and improvement space for the technical efficiency of scientific research performance is still 0.56.There are significant differences in the technical efficiency of each department.Among the four major categories,the D section is higher than the technical efficiency of class A,B and C departments.Conclusions The overall technical efficiency of the hospital is not high,the level of scientific research output of the four types of departments is not balanced,which should be emphasized in the improvement of scientific research performance level.
6.Analysis of retrospective selection of peer review experts based on the results of the review
Ruihua SUN ; Kangda YU ; Kai XU ; Huan LI ; Ruimin GUO ; Chang XIAO ; Wanling WU ; Mei SONG
Chinese Journal of Medical Science Research Management 2019;32(1):18-23
Objective Discussion on the methods of retrospectively selecting peer review experts based on the results of review.Methods Based on the review data of peer reviewers,peer review experts are retrospectively selected based on the voting,rating and comprehensive evaluations,as well as their variations and errors during the review.Results Through the retrospective selection of peer reviewers,there is a better convergence of reviews,which assures the quality of future peer reviews.This method is superior to the prospective selection of peer reviewers.Conclusions Based on the results of the review,retrospective selection of peer review experts is feasible and helpful for the selection of high-level peer review experts,which can improve the quality of peer review and standardize peer review.
7.Applying Malmquist index to evaluate the output efficiency of scientific research in a hospital department
Wanling WU ; Chang XIAO ; Ruihua SUN ; Ruimin GUO ; Kangda YU ; Xiaodi HAO ; Qing SHEN ; Miyuan WANG
Chinese Journal of Medical Science Research Management 2019;32(1):69-72
Objective To study the dynamic changes of scientific research efficiency of 51 departments in a top three hospitals in Beijing from 2014 to 2016,and to provide reference information for improving the efficiency of scientific research in hospital departments.Methods The CCC model of DEA,BCC model were used for lateral analysis,and then Malmquist index was used for longitudinal analysis.Results There were 12 (23.53%) departments in 2014,11 (21.57%) departments in 2015,9 (17.65%) departments in 2016 data envelopment analysis was valid,from 2014 to 2016,41 (80.39%) departments of the hospital increased the total factor productivity.Conclusions The total factor productivity of the 51 departments in the hospital increased from 2014 to 2016,and technological progress was the main reason for its growth.
8.Analysis and evaluation of peer review results of a fund's three year research project
Kangda YU ; Xiao ZHANG ; Xu ZHANG ; Ruimin GUO ; Chang XIAO ; Wanling WU ; Xiaodi HAO ; Qing SHEN ; Wei CAO ; Ruihua SUN
Chinese Journal of Medical Science Research Management 2019;32(2):97-100
Objective Based on the three years' peer review data of a project fund,the results of fund peer review were analyzed and evaluated,to provide references for further improvement of the peer review and management.Methods Based on the fund's peer review results of 2145 projects in three years,descriptive statistics,single-item identification index were adopted,as well as RJ normality test,t-test and other statistical methods,to analyze and assess the overall data of fund,project categories,individual scores,etc.Results The score distribution of the three year peer review project of the fund is almost normal distribution,and the overall consistency of peer review shows a better trend.The analysis shows that the peer review experts of the fund have better consistency in terms of project innovation,rationality and characteristics.While there were differences in the peer review of applicability.Conclusions The three year peer review data of the fund show that three years' evaluation results are reliable,reasonable,and the quality of evaluation is good,showing a better development trend in both project quality and expert consistency.
9.Correlation of the single nucleotide polymorphism rs662 of PON1 with the risk of male infertility.
Hai-Hong LIU ; Jun ZHAO ; Jin XU ; Pei-Ran ZHU ; Mao-Mao YU ; Wei-Jun JIANG ; Jing ZHANG ; Wei-Wei LI ; Qiu-Yue WU ; Zheng-Rong LI ; Xin-Yi XIA
National Journal of Andrology 2018;24(8):708-712
ObjectiveTo investigate the correlation between the single nucleotide polymorphism (SNP) rs662 of the paraoxonase 1 gene (PON1) and the risk of male infertility.
METHODSThis case-control study included 403 male idiopathic infertility patients aged 29.00 ± 4.48 years in the case group and 329 normal fertile men aged 28.28 ± 4.08 years as healthy controls. We obtained DNA from the peripheral venous blood of the subjects, genotyped the SNP rs662 of PON1 by Sequenom MassArray, and analyzed the association between different genotypes of PON1 rs662 and male infertility using the logistic regression model.
RESULTSCompared with the normal controls, the infertility patients showed a significantly increased level of follicle-stimulating hormone (FSH) ([16.30 ± 17.76] vs [4.72 ± 2.51] U/L, P < 0.01) but a decreased percentage of progressively motile sperm (PMS) ([7.40 ± 14.17] % vs [41.93 ± 9.06] %, P < 0.01) and sperm concentration ([2.74 ± 3.64] vs [75.83 ± 63.66] ×10⁶/ml, P < 0.01). Statistically significant differences were not found in the other parameters between the two groups of subjects, nor in the correlation of male infertility with the heterozygous genotype GA versus the wild homozygous genotype GG (OR = 0.98, 95% CI: 0.63-1.53, P = 0.923) or the homozygous genotype AA versus the wild homozygous genotype GG (OR = 0.87, 95% CI: 0.56-1.34, P = 0.525).
CONCLUSIONSThe SNP rs662 of PON1 was not correlated with male infertility, which, however, needs to be confirmed by further studies with larger samples from a larger area.
10. Current treatment status and prospect of triple-negative breast cancer
Jie ZHOU ; Xuan CHEN ; Yu CHEN ; Dao-zhen CHEN
Journal of Medical Postgraduates 2018;31(8):853-858
Breast cancer is one of the most common female malignancies in China. The morbidity and mortality rate of breast cancer is rising. Triple-negative breast cancer (TNBC) is a heterogeneous disease, characterized with younger, more aggressive and easier recurrence or metastasis. Because there is no standard therapeutic regimen, TNBC has poor efficacy and prognosis, and seriously affects the patients′ health. Summarizing and combing the status and progress of TNBC treatment can help us to better understand the disease and improve treatment. In addition, it inspires us to form new research ideas and explore the research directions of TNBC.

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