1.Analysis of Medication Patterns for Ancient Epidemic Treatment Based on Data Mining
Peipei JIN ; Tongxing WANG ; Liping CHANG ; Bin HOU ; Ningxin HAN ; Xiaoqi WANG ; Zhenhua JIA
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(11):287-294
ObjectiveExploring the formula rules of commonly used traditional Chinese medicines(TCMs) for epidemic treatment from the Qin and Han dynasties to the Qing dynasty through data mining, providing reference for the prevention and control of contemporary epidemics. MethodsThe articles on epidemic treatment in the electronic database of Chinese Medical Code V5.0 were systematically searched, and the contents such as source, dynasty, author, diagnosis, formula name, therapeutic method and efficacy, and composition of medicines from each article that met the inclusion criteria were extracted. Then, an Excel standardized database was established, and Python programs were used for data mining to summarize the frequency of commonly used medicines and perform hierarchical cluster analysis, Pearson correlation analysis, and association rule analysis. ResultsA total of 1 595 formulas were included, involving 558 TCMs. The efficacy of these medicines could be classified into two categories, namely, expeling pathogenic factors and reinforcing healthy Qi. According to the frequency deconstruction analysis, high-frequency medicines were mainly detoxification, Fu-organ dredging, aromatization and promoting blood circulation, followed by the medicines with the effect of treating the lungs, such as clearing the lungs and resolving phlegm, clearing heat and purging the lungs, relieving cough and asthma, and purging the lungs and relieving asthma. And the proportions of acrid-warm herbs and acrid-cold herbs varied in different periods. Hierarchical clustering and correlation analysis both suggested TCMs for expeling pathogenic factors and reinforcing healthy Qi often formed stable combinations with high association degrees. Association rule analysis showed that the core acrid-warm herb was mainly Ephedrae Herba, and the core acrid-cold herb was mainly Forsythiae Fructus, resulting in the core formulas of Maxing Shigantang and Yinqiaosan. ConclusionThroughout history, the prevention and control of epidemics have been based on the principle of "preserving healthy Qi and avoiding toxic Qi", focusing on the treatment of the causes and characteristics of epidemics through detoxification, Fu-organ dredging, and aromatization, emphasizing the use of Rhei Radix et Rhizoma and other herbs to dredge Fu-organ, eliminate toxins and pathogens, and playing the role of actively intervene with symptomatic medication. And based on the external manifestations of the body's struggle between evil and righteousness, diagnose and treatment according to syndrome differentiation was performed.
2.Analysis of Medication Patterns for Ancient Epidemic Treatment Based on Data Mining
Peipei JIN ; Tongxing WANG ; Liping CHANG ; Bin HOU ; Ningxin HAN ; Xiaoqi WANG ; Zhenhua JIA
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(11):287-294
ObjectiveExploring the formula rules of commonly used traditional Chinese medicines(TCMs) for epidemic treatment from the Qin and Han dynasties to the Qing dynasty through data mining, providing reference for the prevention and control of contemporary epidemics. MethodsThe articles on epidemic treatment in the electronic database of Chinese Medical Code V5.0 were systematically searched, and the contents such as source, dynasty, author, diagnosis, formula name, therapeutic method and efficacy, and composition of medicines from each article that met the inclusion criteria were extracted. Then, an Excel standardized database was established, and Python programs were used for data mining to summarize the frequency of commonly used medicines and perform hierarchical cluster analysis, Pearson correlation analysis, and association rule analysis. ResultsA total of 1 595 formulas were included, involving 558 TCMs. The efficacy of these medicines could be classified into two categories, namely, expeling pathogenic factors and reinforcing healthy Qi. According to the frequency deconstruction analysis, high-frequency medicines were mainly detoxification, Fu-organ dredging, aromatization and promoting blood circulation, followed by the medicines with the effect of treating the lungs, such as clearing the lungs and resolving phlegm, clearing heat and purging the lungs, relieving cough and asthma, and purging the lungs and relieving asthma. And the proportions of acrid-warm herbs and acrid-cold herbs varied in different periods. Hierarchical clustering and correlation analysis both suggested TCMs for expeling pathogenic factors and reinforcing healthy Qi often formed stable combinations with high association degrees. Association rule analysis showed that the core acrid-warm herb was mainly Ephedrae Herba, and the core acrid-cold herb was mainly Forsythiae Fructus, resulting in the core formulas of Maxing Shigantang and Yinqiaosan. ConclusionThroughout history, the prevention and control of epidemics have been based on the principle of "preserving healthy Qi and avoiding toxic Qi", focusing on the treatment of the causes and characteristics of epidemics through detoxification, Fu-organ dredging, and aromatization, emphasizing the use of Rhei Radix et Rhizoma and other herbs to dredge Fu-organ, eliminate toxins and pathogens, and playing the role of actively intervene with symptomatic medication. And based on the external manifestations of the body's struggle between evil and righteousness, diagnose and treatment according to syndrome differentiation was performed.
4.Progress of chronic obstructive pulmonary disease patients with different muscle mass levels
Xinwei LU ; Haitian LI ; Jing WANG ; Liping HOU
Journal of Public Health and Preventive Medicine 2024;35(1):96-99
Objective To investigate the difference of the disease progression in patients with chronic obstructive pulmonary disease (COPD) with different muscle mass levels and the influence of related factors on the disease progression. Methods A total of 308 newly diagnosed patients with COPD from February 2021 to February 2022 were selected for this study. All patients were below moderate COPD. The patients were divided into two groups according to their muscle mass levels: sarcopenia group (98 cases) and control group (210 cases). The diagnostic criteria for sarcopenia were based on sarcopenia diagnostic thresholds: RSMI <7.0kg/m2 in men and <5.4kg/m2 for women. All subjects were followed up for 4 months to observe the progress of the patient's condition. The correlation between the muscle mass level and pulmonary function level, as well as the results of 6-minute walking test and CAT score was evaluated, and the influence of muscle mass level on the patient's disease progress was analyzed. At the same time, the potential influence of related factors (body fat rate, vitamin D level, etc.) on the condition of patients with different muscle mass levels was discussed. SPSS 19.0 software was used to perform statistical analysis. Results Under the same treatment intervention, the baseline and follow-up lung function improvement levels of patients in the sarcopenia group were lower than those in the control group, and the difference was statistically significant (P<0.05). At the same time, the baseline and follow-up 6-minute walk test results of the patients in the sarcopenia group were also worse than those of the control group, and the difference was statistically significant (P<0.05). Further correlation analysis was carried out between the patient's muscle mass level and the post-treatment pulmonary function indicators and 6MWD test level. The results showed that the muscle mass level was positively correlated with several pulmonary function indicators (FEV1, FEV1% predict) and 6MWD (both P<0.05). Considering the possible influence of other factors on the control and progress of the patient's condition, the present study used follow-up CAT score results to distinguish the prognosis of the patient's condition improvement, and used improvement and non-improvement as dependent variables to analyze the influence of various potential influencing factors. The results of regression model analysis showed that lower baseline muscle mass, women, lower body fat percentage, and lower vitamin D level were the main risk factors. Conclusion Under the same treatment condition, COPD patients with different muscle mass levels improve more slowly when complicated with sarcopenia and have poor prognosis. Women, lower body fat percentage and lower vitamin D level are potential risk factors for poor prognosis.
5.Analysis on personal protection in occupational population at high risk for brucellosis and influencing factor in China
Zhe WANG ; Shenghong LIN ; Xinrong LIU ; Aizhi YU ; Ruiqing LI ; Xinwang LIANG ; Biqiao HOU ; Yifei WANG ; Caixiong LIU ; Cuihong ZHANG ; Liping WANG
Chinese Journal of Epidemiology 2024;45(3):379-384
Objective:To understand the current status of personal protection in occupational population at high risk for brucellosis in China and provide evidence for the evaluation of implementation of National Brucellosis Prevention and Control Plan (2016-2020).Methods:Four counties in Shanxi Province and Xinjiang Uygur Autonomous Region were selected to conduct a questionnaire survey in occupational population at high risk for brucellosis from December 2019 to July 2020 by using cross-sectional survey methods.Results:A total of 2 384 persons at high risk for brucellosis were surveyed, and the standardized utilization rate of personal protective equipment (PPE) was 20.13% (480/2 384). The utilization rate of glove, mask, rubber shoe, and work cloth were 38.26% (912/2 384), 31.80% (758/2 384), 32.01% (763/2 384) and 30.87% (736/2 384),respectively. There were significant differences in the utilization rate and standardized utilization rate of the four types of PPE among populations in different age, occupation, educational level and area groups (all P<0.001). The utilization rate and standardized utilization rate of PPE were lower in people over 60 years old, women, farmers, and those with lower educational level. The results of multivariate analysis showed that occupation and area were the influencing factors for the standardized utilization of PPE, the standardized utilization rates of PPE were higher in herdsmen and veterinarians. The standardized utilization rate of PPE in Yanggao County and Huocheng County was significantly higher than that in Zuoyun County and Hunyuan County. Conclusions:The utilization rate of the four types of PPE in occupational population at high risk for brucellosis was not high in China, and the standardized utilization rate was low, lower than the requirement in National Brucellosis Prevention and Control Plan, and there were significant differences among different areas. It is urgent to distribute PPE to occupational population at high risk for brucellosis and carry out health education about PPE utilization. Meanwhile, it is necessary to strengthen information exchange or sharing among different areas.
6.Regulatory effect mechanism of Eucommia ulmoides on postpartum depression in rats
Yujie LI ; Wenjing CHEN ; Lan ZHANG ; Yingzhen WU ; Yongjie XU ; Xiaolan WANG ; Junlin HOU ; Liping YANG
China Pharmacy 2024;35(11):1303-1308
OBJECTIVE To explore the effect mechanism of Eucommia ulmoides on improving postpartum depression in rats. METHODS Pregnant rats were randomly divided into normal group, postpartum depression group, and low-dose and high-dose groups of E. ulmoides (1.34, 2.68 g/kg, calculated by crude drug), with 10 rats in each group. Except for the normal group, the rats in other groups suffered from fear stress to induce postpartum depression model during pregnancy; at the same time of modeling, the administration groups were given relevant medicine intragastrically, while the normal group and postpartum depression group were given physiological saline intragastrically for 21 days. Postpartum behaviors of rats during the experiment were assessed using the open field test, Morris water maze test and sucrose preference test. Additionally, the levels of corticosterone (CORT) in serum, corticotropin releasing factor (CRF) and urocortin (UCN) in hypothalamus, and adrenocorticotropic hormone (ACTH) in hypophysis were detected; meanwhile, the protein expressions of CRF receptor 1 (CRFR1), CRFR2, and voltage-dependent anion channel 1 (VDAC1) in hippocampal tissue were measured; the proportions of apoptotic cells and JC-1 high potential cells in hippocampal tissue were determined, and the morphology of hippocampal tissue was observed. RESULTS Compared with postpartum depression group, the high-dose group of E. ulmoides showed improvements in appetite, mental state, and hair color in rats; their body weight had increased; the scores of vertical movement, horizontal movement and self-sorting significantly increased; from the 2ed to 4th day avoidance latency significantly shortened, and the times of crossing the platform and the time of crossing the platform Δ 基金项目国家自然科学基金青年基金项目(No.82204789) significantly increased/prolonged (P<0.05); the ratio of glucose and water consumption significantly increased at 20 days of pregnancy and 30 days postpartum (P<0.05); the levels of CRF, UCN, ACTH and CORT, phagocytic rate, protein expressions of CRFR2 and VDAC1, and the proportion of apoptosis cells in hippocampal tissue were decreased significantly (P<0.05); the proportion of JC-1 high potential cells significantly increased (P<0.05), and the phenomenon of edema around neuronal cells was significantly improved. CONCLUSIONS E. ulmoides can improve postpartum depression by inhibiting excessive activation of hypothalamic-pituitary-adrenal axis, decreasing the expression of CRFR2, thereby inhibiting the expression of VDAC1, and decreasing the apoptosis of neuronal cells.
7.Regulatory effect mechanism of Eucommia ulmoides on postpartum depression in rats
Yujie LI ; Wenjing CHEN ; Lan ZHANG ; Yingzhen WU ; Yongjie XU ; Xiaolan WANG ; Junlin HOU ; Liping YANG
China Pharmacy 2024;35(11):1303-1308
OBJECTIVE To explore the effect mechanism of Eucommia ulmoides on improving postpartum depression in rats. METHODS Pregnant rats were randomly divided into normal group, postpartum depression group, and low-dose and high-dose groups of E. ulmoides (1.34, 2.68 g/kg, calculated by crude drug), with 10 rats in each group. Except for the normal group, the rats in other groups suffered from fear stress to induce postpartum depression model during pregnancy; at the same time of modeling, the administration groups were given relevant medicine intragastrically, while the normal group and postpartum depression group were given physiological saline intragastrically for 21 days. Postpartum behaviors of rats during the experiment were assessed using the open field test, Morris water maze test and sucrose preference test. Additionally, the levels of corticosterone (CORT) in serum, corticotropin releasing factor (CRF) and urocortin (UCN) in hypothalamus, and adrenocorticotropic hormone (ACTH) in hypophysis were detected; meanwhile, the protein expressions of CRF receptor 1 (CRFR1), CRFR2, and voltage-dependent anion channel 1 (VDAC1) in hippocampal tissue were measured; the proportions of apoptotic cells and JC-1 high potential cells in hippocampal tissue were determined, and the morphology of hippocampal tissue was observed. RESULTS Compared with postpartum depression group, the high-dose group of E. ulmoides showed improvements in appetite, mental state, and hair color in rats; their body weight had increased; the scores of vertical movement, horizontal movement and self-sorting significantly increased; from the 2ed to 4th day avoidance latency significantly shortened, and the times of crossing the platform and the time of crossing the platform Δ 基金项目国家自然科学基金青年基金项目(No.82204789) significantly increased/prolonged (P<0.05); the ratio of glucose and water consumption significantly increased at 20 days of pregnancy and 30 days postpartum (P<0.05); the levels of CRF, UCN, ACTH and CORT, phagocytic rate, protein expressions of CRFR2 and VDAC1, and the proportion of apoptosis cells in hippocampal tissue were decreased significantly (P<0.05); the proportion of JC-1 high potential cells significantly increased (P<0.05), and the phenomenon of edema around neuronal cells was significantly improved. CONCLUSIONS E. ulmoides can improve postpartum depression by inhibiting excessive activation of hypothalamic-pituitary-adrenal axis, decreasing the expression of CRFR2, thereby inhibiting the expression of VDAC1, and decreasing the apoptosis of neuronal cells.
8.Correlation between lipid correlation index and diabetic kidney disease
Wei GU ; Huina ZHANG ; Liping HOU ; Min YU ; Lirong CHENG
Tianjin Medical Journal 2024;52(12):1308-1312
Objective To investigate the correlation between lipid-related index and diabetic kidney disease(DKD)by observing the expression levels of lipid-related index in different stages of DKD.Methods A total of 265 patients with type 2 diabetes mellitus(T2DM)were divided into the T2DM group(n=106)and the DKD group(n=159).According to estimated glomerular filtration rate(eGFR)level,the DKD group was sub-divided into the DKD-G2 group(n=59),the DKD-G3 group(n=59)and the DKD-G4 group(n=41).Data of triglycerides(TG),total cholesterol(TC),high density lipoprotein cholesterol(HDL-C),low density lipoprotein cholesterol(LDL-C),apolipoprotein A(Apo A),Apo B and urinary albumin/urinary creatinine ratio(UACR)were collected.Gomerular filtration rate(eGFR),triglyceride-glucose index(TyG),visceral adiposity index(VAI)and atherogenic index of plasma(AIP)were calculated.The differences of TyG,VAI and AIP between different groups and their correlation with eGFR and UACR were analyzed.Multiple linear regression analysis of DKD renal injury factors was conducted.Receiver operating characteristic(ROC)curves were drawn to evaluate the predictive efficiency of TyG,VAI,and AIP.Results The levels of TyG,VAI and AIP were significantly higher in the DKD group compared to the T2DM group,and these indices exhibited an increasing trend with disease progression(P<0.05).Furthermore,there was a negative correlation between TyG,VAI,AIP and eGFR(r=-0.396,-0.425,-0.519,P<0.01),and a positive correlation between UACR and eGFR(r=0.482,0.479 and 0.583,P<0.01)in DKD patients.Multiple linear regression results showed that VAI and AIP were independent risk factors for eGFR,and TG,HDL-C,LDL-C,Apo B and VAI were influencing factors of UACR(P<0.05).The ROC curve analysis revealed that the areas under the curves for TyG,VAI and AIP were 0.902(0.866-0.937),0.969(0.953-0.986)and 0.958(0.937-0.979)respectively.Conclusion The levels of TyG,VAI and AIP are correlated with the progression of DKD,and have predictive value for the occurrence and development of DKD.These biomarkers can be used as a biological indicator to evaluate the occurrence and development of DKD.
9.Current status and influencing factors of telehealth readiness of clinical medical staff:a systematic review
Chenyang HOU ; Rufan LI ; Liping WU ; Meng LI
Modern Clinical Nursing 2024;23(7):94-102
Objective To conduct a systematic review of relevant literature to understand the current status and influencing factors of telehealth readiness of clinical medical staff.Methods The Chinese and English databases of CNKI,Wanfang database,VIP,SinoMed,Pubmed,Embase,Cochrane Library,CINAHL,Web of Science were searched by computer.The Chinese and English literatures on the current status and influencing factors of remote health care readiness among medical staff personnel were collected.The search time was from the establishment of the database to July 12th,2023,and the literature was screened and evaluated.After data extraction and integration of the literature,descriptive analysis is conducted.Results 18 articles were ultimately included,involving 12 298 medical staff members.Research shows that the readiness of clinical medical staff for telehealth is currently at a moderate level and not optimistic.The relevant influencing factors are:medical staff factors,including general demography factors,willingness of medical care services,innovative self-efficacy,understanding and participation of telehealth care mode,and electronic information ability;organizational factors:including telemedicare policies,telemedicare training,sufficient human resource working environment and atmosphere,hospital level and type.Conclusions The readiness of clinical medical staff for remote health care is at a moderate level,but their willingness to participate in remote health care is high.It is recommended to construct a scientific and feasible remote health care training program for medical staff in the future to improve the quality of hospital services.
10.Analysis on the knowledge of prevention and control and its influencing factors among high-risk occupational groups in key areas of brucellosis in China
Zhe WANG ; Shenghong LIN ; Xinrong LIU ; Aizhi YU ; Aishan MUHETA ; Bayidaolieti JIEENSI ; Ruiqing LI ; Xinwang LIANG ; Biqiao HOU ; Yifei WANG ; Caixiong LIU ; Cuihong ZHANG ; Liping WANG
Chinese Journal of Endemiology 2024;43(10):840-846
Objective:To understand the current status of knowledge of brucellosis prevention and control among occupational groups at high-risk of brucellosis, and to provide a scientific basis for assessing the effectiveness of brucellosis prevention and control in China.Methods:A total of four counties in Shanxi Province and Xinjiang Uygur Autonomous Region were selected as survey counties from 2019 to 2020, and 600 people from the occupational groups at high-risk of brucellosis in each survey county were selected as survey respondents, and basic information and knowledge of prevention and treatment were collected through questionnaires. Single-factor and multi-factor logistic regression models were used to analyze the factors affecting the population's knowledge of prevention and treatment.Results:A total of 2 411 people participated in the survey and 2 384 valid questionnaires were obtained, including 1 405 males and 979 females, with the youngest age being 18 years old, the oldest being 91 years old, and the median being 57 years old. The overall knowledge of brucellosis prevention and control was 17.74% (423/2 384). The knowledge rate was lower among people over 60 years old, farmers, and people with less than elementary school education (13.99%, 14.50%, and 13.78%), and higher among women, herders, and people with elementary school education (20.02%, 36.33%, and 19.58%); the knowledge rate was lower in Hunyuan County (0.51%), and the differences in overall knowledge rates by age, occupation, education level, and region were statistically significant (χ 2 = 18.25, 87.18, 11.05, 197.43, P < 0.001). Multi-factor logistic regression analysis showed that gender, occupation, literacy and region were associated with knowledge of prevention and treatment ( P < 0.05). Conclusions:The overall knowledge of prevention and treatment among high-risk occupational groups in the key areas of China's brucellosis prevention and treatment program is low, with a large gap with the goals of the national brucellosis prevention and treatment program, and gender, occupation, literacy level, and region are the influencing factors of the knowledge of prevention and treatment. There is an urgent need to carry out a variety of health education activities for high-risk occupational groups and to strengthen the exchange of experience on brucellosis prevention and treatment between regions.


Result Analysis
Print
Save
E-mail