1.Rules of moxibustion for low back pain by ZHOU Meisheng based on data mining and knowledge graph technology.
Chi WANG ; Caifeng ZHU ; Jiayu ZHANG ; Bingyuan ZHOU ; Xiaoyu CHEN ; Le CHENG ; Miaomiao XIE ; Xuechun DING
Chinese Acupuncture & Moxibustion 2025;45(6):823-833
OBJECTIVE:
To analyze the rules of moxibustion for low back pain by ZHOU Meisheng by using data mining and knowledge graph technology.
METHODS:
Taking the medical cases of moxibustion for low back pain from ZHOU Meisheng's legacy manuscripts and existing works as the research objects, information on disease types, symptoms, tongue manifestations, pulse conditions, syndrome patterns, moxibustion methods and acupoints were collected. Frequency statistics and community analysis were conducted by the ancient and modern medical record cloud platform V 2.3.7, cluster analysis of high-frequency acupoints was performed by SPSS26.0, association rule analysis of high-frequency acupoints was performed by SPSS Modeler 18.0, and the generated linked data were imported into Cytoscape 3.9.1 for complex network analysis. Knowledge graph of moxibustion for low back pain by ZHOU Meisheng was constructed based on the results of data mining. The data storage and display of knowledge graph were realized through the Neo4j 3.5.25 graph database, and the Cypher query language was used for knowledge graph retrieval and discovery.
RESULTS:
A total of 219 medical cases were collected, involving 14 disease types, 85 related clinical symptoms, 5 related TCM syndrome types, and 6 moxibustion methods. The acupoints were mostly attributed to the governor vessel, the bladder meridian of foot-taiyang, non-meridian and non-acupoint areas. The core prescription of acupoints derived from complex network analysis included tender points, Shenshu (BL23), Jinsuo (GV8), Yinjiao (CV7), Yaoyangguan (GV3), Yanglingquan (GB34), which were largely coincides with high-frequency acupoints. Cluster analysis obtained 4 cluster combinations. Community analysis yielded 6 communities, each corresponding to different acupoints.The constructed knowledge graph contained 187 nodes and 696 relationships, by retrieving clinical elements related to low back pain, the disease-moxibustion association graph, disease-acupoint association graph, accompanying symptom-acupoint association graph and syndrome type-matching point association graph were obtained.
CONCLUSION
When treating low back pain with moxibustion, ZHOU Meisheng adopts the principle of promoting circulation, distinguishing diseases to determine the treatment, selecting acupoints according to the diseases, and matching points according to the symptoms.And taking tender points, Shenshu (BL23), Jinsuo (GV8), Yinjiao (CV7), Yaoyangguan (GV3), Yanglingquan (GB34) as core acupoints, combined with tenderness point selection, acupoint selection based on meridian and zangfu syndrome differentiation, "sunshine area" acupoint selection, yin-yang acupoint matching. Additionally, he skillfully employs special points, such as Zhongzhu (KI15) and ear tips, pays attention to the reform of moxibustion tools, and innovates the moxibustion techniques, using distinctive moxibustion tools and methods to treat low back pain.
Moxibustion/methods*
;
Humans
;
Data Mining
;
Low Back Pain/history*
;
Acupuncture Points
;
History, Ancient
;
Female
;
China
;
Male
;
Adult
;
Middle Aged
2.Treatment status of tyrosine kinase inhibitor for newly-diagnosed chronic myeloid leukemia: a domestic multi-centre retrospective real-world study
Xiaoshuai ZHANG ; Bingcheng LIU ; Xin DU ; Yanli ZHANG ; Na XU ; Xiaoli LIU ; Weiming LI ; Hai LIN ; Rong LIANG ; Chunyan CHEN ; Jian HUANG ; Yunfan YANG ; Huanling ZHU ; Ling PAN ; Xiaodong WANG ; Guohui LI ; Zhuogang LIU ; Yanqing ZHANG ; Zhenfang LIU ; Jianda HU ; Chunshui LIU ; Fei LI ; Wei YANG ; Li MENG ; Yanqiu HAN ; Li'e LIN ; Zhenyu ZHAO ; Chuanqing TU ; Caifeng ZHENG ; Yanliang BAI ; Zeping ZHOU ; Suning CHEN ; Huiying QIU ; Lijie YANG ; Xiuli SUN ; Hui SUN ; Li ZHOU ; Zelin LIU ; Danyu WANG ; Jianxin GUO ; Liping PANG ; Qingshu ZENG ; Xiaohui SUO ; Weihua ZHANG ; Yuanjun ZHENG ; Qian JIANG
Chinese Journal of Hematology 2024;45(3):215-224
Objective:To retrospectively analyze the treatment status of tyrosine kinase inhibitors (TKI) in newly diagnosed patients with chronic myeloid leukemia (CML) in China.Methods:Data of chronic phase (CP) and accelerated phase (AP) CML patients diagnosed from January 2006 to December 2022 from 77 centers, ≥18 years old, and receiving initial imatinib, nilotinib, dasatinib or flumatinib-therapy within 6 months after diagnosis in China with complete data were retrospectively interrogated. The choice of initial TKI, current TKI medications, treatment switch and reasons, treatment responses and outcomes as well as the variables associated with them were analyzed.Results:6 893 patients in CP ( n=6 453, 93.6%) or AP ( n=440, 6.4%) receiving initial imatinib ( n=4 906, 71.2%), nilotinib ( n=1 157, 16.8%), dasatinib ( n=298, 4.3%) or flumatinib ( n=532, 7.2%) -therapy. With the median follow-up of 43 ( IQR 22-75) months, 1 581 (22.9%) patients switched TKI due to resistance ( n=1 055, 15.3%), intolerance ( n=248, 3.6%), pursuit of better efficacy ( n=168, 2.4%), economic or other reasons ( n=110, 1.6%). The frequency of switching TKI in AP patients was significantly-higher than that in CP patients (44.1% vs 21.5%, P<0.001), and more AP patients switched TKI due to resistance than CP patients (75.3% vs 66.1%, P=0.011). Multi-variable analyses showed that male, lower HGB concentration and ELTS intermediate/high-risk cohort were associated with lower cytogenetic and molecular responses rate and poor outcomes in CP patients; higher WBC count and initial the second-generation TKI treatment, the higher response rates; Ph + ACA at diagnosis, poor PFS. However, Sokal intermediate/high-risk cohort was only significantly-associated with lower CCyR and MMR rates and the poor PFS. Lower HGB concentration and larger spleen size were significantly-associated with the lower cytogenetic and molecular response rates in AP patients; initial the second-generation TKI treatment, the higher treatment response rates; lower PLT count, higher blasts and Ph + ACA, poorer TFS; Ph + ACA, poorer OS. Conclusion:At present, the vast majority of newly-diagnosed CML-CP or AP patients could benefit from TKI treatment in the long term with the good treatment responses and survival outcomes.
3.Study on Zhou Meisheng's moxibustion treatment for epidemic hemorrhagic fever based on data mining and knowledge map
Bingyuan ZHOU ; Caifeng ZHU ; Haiyang ZHAO ; Xiaofeng QIN ; Fei DAI ; Na ZHANG ; Yumei JIA ; Anqi WU
International Journal of Traditional Chinese Medicine 2024;46(3):369-376
Objective:To explore the therapeutic law of moxibustion in Professor Zhou Meisheng's medical manuscripts for epidemic hemorrhagic fever (EHF) based on data mining and knowledge map technology.Methods:The manuscript data of Professor Zhou Meisheng's moxibustion treatment of EHFwere collected from Infectious Diseases Department of Dangshan County People's Hospital from December 16, 1985 to December 25, 1987. Graphpad Grism 8.0 software was used for descriptive analysis. PHP 5.4 program code was used for association rule analysis. SPSS Statistics 26.0 was used for clustering analysis. Neo4j Community 3.5.25 database was used to analyze the syndrome-weight graph.Results:205 prescriptions were included. There were 21 symptoms with frequency>40, in which the frequency of aversion to cold, fever, rash and irritability was 100%. The main types of moxibustion methods used in the treatment included moxibustion frame fumigation moxibustion, Wanying acupoint moxibustion pen moxibustion, and fire needle instead of moxibustion. There were 29 acupoints with a frequency of >25, including Zhongwan (CV12), Shenshu (BL23) and Mingmen (DU4), etc. Association rules showed that Sanyinjiao (SP6)-Zhongwan (CV12)-Feishu (BL13)-Shenshu (BL23)-Zhiyang (DU9) had the highest correlation. Six effective clustering combinations of moxibustion for EHF were summarized by clustering analysis. The weight graph can obtained the first 30 relationships with high correlation of target syndromes.Conclusions:Professor Zhou applied the idea of "moxibustion for heat syndrome" to the treatment of EHF, and took the method of "acupoint selection according to symptoms" as the main acupoint selection idea for moxibustion treatment of EHF. In clinical practice, moxibustion combined with auxiliary operation of TCM is often used to treat EHF, which can achieve good results.
4.Integrating transcriptomics, metabolomics, and network pharmacology to investigate multi-target effects of sporoderm-broken spores of Ganoderma lucidum on improving HFD-induced diabetic nephropathy rats.
Lidan HU ; Lili YU ; Zhongkai CAO ; Yue WANG ; Caifeng ZHU ; Yayu LI ; Jiazhen YIN ; Zhichao MA ; Xuelin HE ; Ying ZHANG ; Wunan HUANG ; Yuelin GUAN ; Yue CHEN ; Xue LI ; Xiangjun CHEN
Journal of Pharmaceutical Analysis 2024;14(12):101105-101105
Diabetes mellitus (DM) is a major metabolic disease endangering global health, with diabetic nephropathy (DN) as a primary complication lacking curative therapy. Sporoderm-broken spores of Ganoderma lucidum (GLP), an herbal medicine, has been used for the treatment of metabolic disorders. In this study, DN was induced in Sprague-Dawley rats using streptozotocin (STZ) and a high-fat diet (HFD), and the protective mechanisms of GLP were investigated through transcriptomic, metabolomic, and network pharmacology (NP) analyses. Our results demonstrated that GLP intervention ameliorated renal damage and inflammation levels in DN rats. Integrative metabolomic and transcriptomic analysis revealed that GLP treatment modulated glucose and cellular energy metabolisms by regulating relevant genes. GLP significantly suppressed the inflammations by impacting glucose and energy metabolism-related gene expression (Igfbp1 and Angptl4) and enhanced metabolic biomarkers of 4-Aminocatechol. In addition, NP analysis further indicated that GLP may efficiently alleviate DN via immune-related pathways. In conclusion, this study provides supportive evidence of the anti-inflammatory effects of GLP supplements, highlighting their potential for promising clinical applications in treating DN.
5.Mediating effect of maternal perceived spouse support between spouse support and maternal breastfeeding self-efficacy
Wanwan CAI ; Yiru WANG ; Jiamin ZHU ; Jiale HU ; Lin RAO ; Caifeng WANG
Chinese Journal of Modern Nursing 2023;29(24):3277-3282
Objective:To understand the current situation of postpartum maternal perceived spouse support for breastfeeding, and explore its mediating role in the spouse support for breastfeeding and maternal breastfeeding self-efficacy.Methods:From October 2021 to October 2022, convenience sampling was used to select 602 postpartum women (42 days postpartum) and their spouses who underwent follow-up visits at Obstetric Clinics in four ClassⅢ hospitals in Shanghai as the research subject. A questionnaire survey was conducted using the General Information Questionnaire, Partner Breastfeeding Influence Scale (PBIS) , and Breastfeeding Self-efficacy Scale Short Form (BSES-SF) .Results:The PBIS score of 602 postpartum women was (121.07±25.41) , and the PBIS score of 602 maternal spouses was (134.37±18.94) . Pearson correlation analysis results showed that maternal perceived spouse support has a positive correlation with spouse support ( P<0.01) , and a positive correlation with maternal self-efficacy in breastfeeding ( P<0.01) ; spouse support was positively correlated with maternal self-efficacy in breastfeeding ( P<0.01) . The mediating effect analysis that maternal perceived spouse support played a complete mediating role between spouse support and maternal self-efficacy in breastfeeding. Conclusions:There are both connections and differences between maternal perceived spouse support and spouse support, and the positive promoting effect of spouse support on maternal self-efficacy in breastfeeding can be completely mediated by maternal perception. Medical and nursing staff should pay attention to the assessment of maternal perceived spouse support and guide spouse breastfeeding support behavior based on maternal needs and experiences of spouse support, so as to improve breastfeeding outcomes.
6.Correlation between socioeconomic status and diabetic kidney disease
Caifeng SHI ; Aiqin HE ; Xiaomei WU ; Jin LIU ; Yuting SHENG ; Xueting ZHU ; Junwei YANG ; Yang ZHOU
Clinical Medicine of China 2022;38(3):228-236
Objective:To explore the correlation between socioeconomic status (SES) and diabetic kidney disease (DKD) in patients with type 2 diabetes (T2D).Methods:A total of 276 T2D patients admitted to the Second Affiliated Hospital of Nanjing Medical University from January to June 2020 were enrolled in this cross-sectional study. The estimated glomerular filtration rate (eGFR) was calculated according to the urinary albumin/creatinine ratio (UACR) and the chronic kidney disease epidemiology collaboration equation(CKD-EPI formula) based on serum creatinine. The patients were divided into simple T2D group (184 cases) and DKD group (92 cases). Collect demographic and laboratory examination data, record education, income and occupation, and calculate standardized SES scores. According to SES scores, subjects were divided in three levels: SES≤9, SES≥10-≤12, and SES≥13. Student's t test was used for comparison of measurement data with normal distribution between two groups, and one-way ANOVA was used for comparison between multiple groups. Non-normal distribution was represented by M( Q1, Q3), and rank-sum test was used for comparison between groups. Counting data were expressed as frequency or percentage, and chi-square test was used for comparison between groups. Bofferoni test was further used for pairwise comparison of indicators with statistical significance among multiple groups. Spearman correlation analysis was used to analyze the correlation between variables. The risk factors were analyzed by binary Logistic regression. Results:The age of the subjects was (53.37±10.68) years, men accounted for 55.8% (154/276), the duration of diabetes was 60.00 (12.00, 134.00) months, and eGFR was (97.56±21.15) mL/(min·1.73 m 2). In simple T2D group and DKD group, prevalence of hypertension were 39.7% (73/184) and 57.6% (53/92), systolic blood pressure were (129.43±14.92) mmHg and (139.29±17.61) mmHg, diastolic blood pressure were (81.86±10.06) mmHg and (87.74±11.19) mmHg, serum albumin were (45.74±4.15) g/L and (43.99±5.05) g/L, triglycerides were (1.82±1.24) mmol/L and (2.64±2.92) mmol/L, high density lipoprotein cholesterol were (1.17±0.37) mmol/L and (1.07±0.26) mmol/L, serum uric acid were (298.44±90.73) μmol/L and (336.22±94.01) μmol/L, serum creatinine were (62.83±14.45) μmol/L and (87.75±57.37) μmol/L, eGFR were (102.6±14.28) mL/(min·1.73 m 2) and (87.47±28.04) mL/(min·1.73 m 2), UACR were (7.60 (4.63, 13.15)) mg/g and (93.95 (47.25, 310.25)) mg/g. Prevalence of hypertension, systolic blood pressure, diastolic blood pressure, triglycerides, serum uric acid, serum creatinine, UACR in DKD group were higher than those in simple T2D group. Serum albumin, high density lipoprotein cholesterol and eGFR in DKD group were lower than those in simple T2D group. There was significant difference between the two groups ( χ2=7.95, t values were 4.87, 4.40, 3.04, 3.26, 2.30, 3.22, 5.56, 5.95, Z=13.07, P values were 0.005, <0.001, <0.001, 0.003, 0.001, 0.022, 0.001, <0.001, <0.001, and <0.001, respectively). The number of males in the three groups with SES ≥13 group, SES≥10-≤12 group, SES ≤9 group were 61 (81.3%, 61/75), 55 (59.8%, 55/92), 38 (34.9%, 38/109), respectively. The number of cases with smoking history were 42 (56.0%, 42/75), 41 (44.6%, 41/92), 35 (32.1%, 35/109), respectively. The number of cases with drinking history were 38 (50.7%, 38/75), 32 (34.8%, 32/92), 26 (23.9%, 26/109), respectively. The ages were (47.77±10.76), (52.76±11.22), (57.74±7.96) years old, respectively. Body mass index (BMI) were (26.17±3.87), (24.96±3.93), (24.27±4.89) kg/m 2, respectively. High density lipoprotein cholesterol (HDL) were (1.03±1.03), (1.16±0.41), (1.21±0.32) mmol/L, respectively. Serum uric acid were (336.56±82.05), (293.78±94.78), (307.99±96.53) μmol/L, respectively. EGFR were (105.03±19.72), (99.77±19.44), (90.57±21.49) mL/(min·1.73 m 2),respectively.The difference between groups were statistically significant (χ 2=39.79, 10.55, 14.08, F=22.69, 4.03, 6.20, 4.53, 12.02, P values were <0.001, 0.005, 0.001, <0.001, 0.019, 0.002, 0.012, and <0.001, respectively). Pairwise comparison shows that male and eGFR in SES ≤9 group were lower than those in SES ≥13 group and SES≥10-≤12 group, age in SES ≤9 group was higher than that in SES ≥13 group and SES≥10-≤12 group. The difference was statistically significant (all P<0.05). Smoking history, alcohol history and BMI in SES ≤9 group were lower than those in SES ≥13 group, and the high density lipoprotein cholesterol in SES ≤9 were higher than that in SES ≥13 group. The difference was statistically significant (all P<0.05). Male, alcohol history and serum uric acid in SES≥10-≤12 group were lower than those in SES ≥13 group, and age and high density lipoprotein cholesterol in SES≥10-≤12 group were higher than those in SES ≥13 group. The difference was statistically significant (all P<0.05). Spearman correlation analysis showed that SES in T2D was positively correlated with male, smoking history, alcohol history, BMI, serum uric acid and eGFR ( r values were 0.38, 0.20, 0.24, 0.16, 0.13 and 0.31, P values were <0.001, 0.001, <0.001, 0.008, 0.028, and <0.001, respectively), and negatively correlated with age, high density lipoprotein cholesterol and UACR ( r values were -0.35, -0.24 and -0.14, P values were <0.001, <0.001, and 0.017, respectively). Logistic regression analysis showed that SES (OR=2.71,95% CI:1.10-6.68, P=0.031) was associated with T2DM combined with DKD. The risk of developing DKD increased when the SES was ≤9. Conclusion:The SES in patients with type 2 diabetes is closely related to DKD. Low SES may be a new risk factor for DKD in type 2 diabetic patients.
7.A qualitative study on disorienting dilemmas of master of nursing specialist
Zhijia SHEN ; Caifeng LUO ; Jian'ou XU ; Shujing GU ; Fei LYU ; Dongmei ZHU ; Xiaoyun GUO
Chinese Journal of Modern Nursing 2020;26(27):3744-3750
Objective:To explore disorienting dilemmas during postgraduate study period experienced by postgraduates with master of nursing specialist who participated in the national postgraduate entrance examination and provide a basis for teaching reform based on transformative learning theory.Methods:Using the purposive sampling method and the maximum difference method, 23 full-time masters of nursing specialist who participated in the national postgraduate entrance examination from 3 universities of Jiangsu Province were selected as the research objects from March to June 2019. The descriptive qualitative research method was used to conduct semi-structured interviews, and the traditional content analysis method was used to analyze the interview data.Results:Four themes of disorienting dilemmas of masters of nursing specialist were extracted: the expected hypothesis of challenges of new environment in course learning, a gap between scientific research ability and training target, adjustment of self-positioning in clinical practice and insufficient preparations for graduation of master of nursing specialist.Conclusions:Master of nursing specialist have disorienting dilemmas in course study, scientific research, clinical practice and graduation preparation, and nursing educators can use this as a trigger point to carry out teaching reform based on transformative learning theory.
8.Application effect of close-loop path management of aspiration risk screening in patients in Department of Neurosurgery
Huixian HU ; Minfang ZHU ; Yanhua LOU ; Jiansen GAN ; Lina NIE ; Caifeng WEN
Chinese Journal of Modern Nursing 2020;26(32):4511-4515
Objective:To construct a close-loop path management model for aspiration risk screening of patients in Department of Neurosurgery, and verify its application effect in the nursing of inpatients in department of neurosurgery.Methods:Through literature retrieval and expert consultation, the close-loop path management model of aspiration risk screening was constructed. The convenient sampling method was adopted to select inpatients in the Neurosurgery Department of a ClassⅢ Grade A hospital in Jiangmen of Guangdong Province from January to December 2019. The patients admitted from January to June 2019 were set as the control group and received routine aspiration assessment and management while the patients admitted from July to December 2019 were set as the observation group and received close-loop management of aspiration risk screening. The incidences of aspiration and aspiration pneumonia were compared between the two groups.Results:In the control group, there were 506 patients, of whom 92 (18.18%) had aspiration. In the observation group, there were 543 patients, of whom 74 (13.63%) had aspiration. There was a statistically significant difference in the incidence of aspiration between the two groups (χ 2=4.078, P=0.043) . The incidence of aspiration pneumonia was 8.10% (41/506) in the control group and 5.52% (30/543) in the observation group. There was no statistically significant difference between the two groups (χ 2=2.758, P=0.097) . Conclusions:The close-loop management of aspiration risk screening standardizes the process of aspiration risk screening, guarantees the implementation of dynamic assessment and effectively reduces the incidence of aspiration, which can provide a reference for improving the management level of prevention and treatment of aspiration.
9.Application of situational simulation drill in training of nurses on prevention and treatment of venous thromboembolism
Jiaxian YU ; Kaiyun ZHOU ; Caifeng LUO ; Mingyu ZHU ; Ya LYV ; Qiong CHEN ; Jingjing WANG
Chinese Journal of Practical Nursing 2020;36(30):2388-2393
Objective:To investigate the effect of situational simulation drill in nurses training on prevention and treatment of venous thromboembolism (VTE).Methods:Totally 120 nurses in 1-3 years from a tertiary general hospital were selected to participate in the training for prevention and treatment of venous thromboembolism. They were divided into intervention group and control group according to the number of single and double packet ward. A total of 62 nurses in the single wards were selected as the intervention group, and a total of 58 nurses in the double wards were selected as the control group. The control group and the intervention group were trained on the prevention and treatment of venous thromboembolism by traditional teaching method and scenario simulation drill, and the effect was evaluated by Kirkpatrick Model.Results:After training, intervention group training object theory examination score, operation assessment score, clinical nursing work assessment score, and nurses ability to scale score (83.79±6.85), (87.00±4.57), (7.90±0.62), (79.03±8.24) respectively, were higher than the control group (80.67±7.90), (84.02±4.70), (7.21±0.72), (70.86±11.59), the score comparison difference was statistically significant ( t values were -3.660-5.670, P < 0.05); The satisfaction of the training object to the teaching plan, teaching content and teaching form in the intervention group was 88.71% (55/62), 87.10% (54/62) and 87.10% (54/62), which were all higher than the control group 74.14% (43/58), 72.41% (42/58) and 68.97% (40/58), with statistically significant differences ( χ2 values were 4.250, 4.038, 5.804, P<0.05). Conclusion:The application of situational simulation drill in the nursing training of prevention and treatment of VTE is helpful to improve the theoretical skills and clinical work ability of nurses in the prevention and treatment of VTE, and to increase the satisfaction of nurses with the training.
10.Research of the current situation of impaired awareness of hypoglycemia
Caifeng LUO ; Zhijia SHEN ; Wei YIN ; Qiaoyan LIU ; Dongmei ZHU
Chinese Journal of Practical Nursing 2020;36(31):2476-2481
Impaired awareness of hypoglycemia is an acquired complication of insulin therapy, which affects people with type 1 and insulin-treated type 2 diabetes mellitus, whereby the ability to perceive the onset of hypoglycemia becomes diminished or absent, which not only affects life health, but also causes fear of hypoglycemia , and causing a serious burden on the quality of life. The paper reviews the concept,the assessment tools,the occurrence,the influencing factors and intervention strategies of impaired awareness of hypoglycemia.In order to provide suggestions for the researches of impaired awareness of hypoglycemia in China.

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