1.Construction of a machine learning model for identifying clinical high-risk carotid plaques based on radiomics
Xiaohui WANG ; Xiaoshuo LÜ ; ; Zhan LIU ; Yanan ZHEN ; Fan LIN ; Xia ZHENG ; Xiaopeng LIU ; Guang SUN ; Jianyan WEN ; Zhidong YE ; Peng LIU
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2024;31(01):24-34
Objective To construct a radiomics model for identifying clinical high-risk carotid plaques. Methods A retrospective analysis was conducted on patients with carotid artery stenosis in China-Japan Friendship Hospital from December 2016 to June 2022. The patients were classified as a clinical high-risk carotid plaque group and a clinical low-risk carotid plaque group according to the occurrence of stroke, transient ischemic attack and other cerebrovascular clinical symptoms within six months. Six machine learning models including eXtreme Gradient Boosting, support vector machine, Gaussian Naive Bayesian, logical regression, K-nearest neighbors and artificial neural network were established. We also constructed a joint predictive model combined with logistic regression analysis of clinical risk factors. Results Finally 652 patients were collected, including 427 males and 225 females, with an average age of 68.2 years. The results showed that the prediction ability of eXtreme Gradient Boosting was the best among the six machine learning models, and the area under the curve (AUC) in validation dataset was 0.751. At the same time, the AUC of eXtreme Gradient Boosting joint prediction model established by clinical data and carotid artery imaging data validation dataset was 0.823. Conclusion Radiomics features combined with clinical feature model can effectively identify clinical high-risk carotid plaques.
2.Construction of nursing quality evaluation index system for pediatric orthopedics
Nan WANG ; Wei JIN ; Yanzhen HU ; Jie HUANG ; Dan ZHAO ; Juan XING ; Changhong LI ; Yanan HU ; Yi LIU ; Xuemei LU ; Zheng YANG
Chinese Journal of Practical Nursing 2024;40(9):655-664
Objective:To construct a representative index system for evaluating pediatric orthopedic nursing quality, providing a basis for hospital pediatric orthopedic nursing quality assessment and monitoring.Methods:From April to July 2023, using the "structure-process-outcome" three-dimensional quality structure model as the theoretical framework, a literature review was conducted, and an item pool was formulated. Through two rounds of Delphi method expert consultations, the hierarchical analysis method was finally employed to determine the indicators and their weights at each level.Results:The effective recovery rates of the questionnaire of the two rounds of expert consultations were 100% (20/20), the authority coefficients of experts were 0.87 and 0.88, the coefficients of variation were 0.00 to 0.27 and 0.00 to 0.24. The Kendell harmony coefficients of the second and third indicators in the two rounds of inquiry were 0.140, 0.166 and 0.192, 0.161(all P<0.05). The final pediatric orthopedic nursing quality evaluation index system included 3 primary indicators, 21 secondary indicators and 83 tertiary indicators. Among the primary indicators, the weight of process quality was the highest at 0.493 4, followed by outcome quality at 0.310 8, and the lowest was structural quality at 0.195 8. In the secondary indicators, "assessment criteria of limb blood circulation" had the highest weight at 0.099 8. Conclusions:The constructed pediatric orthopedic nursing quality evaluation index system covers key aspects and is more operationally feasible. It provides better guidance for nursing interventions and quality control.
3.Efficacy of online pulmonary rehabilitation management among community-dwelling patients with stable chronic obstructive pulmonary disease
Yanan ZHANG ; Guorong CHEN ; Chengyan XU ; Xiuli ZHENG ; Liqiu LI ; Zhijuan XIA ; Zhijun JIE
Chinese Journal of General Practitioners 2024;23(1):41-45
Objective:To explore the efficacy of online pulmonary rehabilitation (PR) management among community-dwelling patients with stable chronic obstructive pulmonary disease (COPD).Methods:This study was a single-center randomized controlled trail with an unblinded design. A total of 130 patients with stable COPD who visited Zhuanqiao Community Health Service Center in Shanghai Minhang District from October 2020 to March 2022 were randomly divided into study group and control group with 65 cases in each group. Both groups received conventional treatment, while patients in study group attended online rehabilitation management, including face-to-face rehabilitation instruction and multiple online guidance. Pulmonary ventilation function including forced vital capacity (FVC), forced expiratory volume in the first second (FEV 1) and percentage of forced expiratory volume in the first second to forced expiratoty volume (FEV 1%pred), modified British Medical Research Council Dyspnea Scale (mMRC), chronic obstructive pulmonary disease assessment test (CAT), score of 6 minutes walking distance (6MWD) and DOSE (dyspnea, degree of airflow obstruction, smoking status, the number of exacerbation) index were measured at baseline and after 8 weeks of rehabilitation, and compared between two groups. Results:The baseline data of the two groups were comparable. After 8 weeks of management, FVC, FEV 1, FEV 1%pred, mMRC, CAT, 6MWD and DOSE index of both groups were improved compared with the baseline level(control group: t=-7.799, -7.581, -9.010, 3.565, 9.887, -16.677, 3.795; study group: t=-12.623, -13.914, -17.644, 7.404, 22.457, -26.826, 7.968; all P<0.05). The FEV 1%pred, CAT and 6MWD in the study group were better than those in the control group ( t=-2.939, 2.277,-2.130, all P<0.05); while there were no significant differences in FVC, FEV 1, mMRC and DOSE index between the two groups( t=-0.162, -1.280, 0.925, 1.939,all P>0.05). Conclusions:The online pulmonary rehabilitation management can better improve lung function, dyspnea symptoms and exercise tolerance of patients with stable COPD, which can be used for rehabilitation training and management of community-dwelling patients.
4.Progress in the roles of monocytes/macrophages in severe fever with thrombocytopenia syndrome
Chinese Journal of Microbiology and Immunology 2024;44(1):27-33
Severe fever with thrombocytopenia syndrome (SFTS) is an emerging infectious disease caused by Dabie bandavirus (DBV), characterized by fever, leukopenia, thrombocytopenia and multiple organ damage. Immune dysfunction induced by DBV is closely associated with the pathogenesis of SFTS. Monocytes/macrophages that are essential in innate immunity are the target cells of DBV, and their interaction with DBV plays an important role in the pathogenesis of SFTS. The review summarizes the progress in the features and mechanisms of monocyte/macrophage-mediated immune responses to DBV infection.
5.Analysis of the current situation of sexting and its related factors among college students in Jiangxi Province
HUANG Duoqin, CHEN Jiangqing, WANG Hong, LI Li, ZHENG Yanan, GONG Xi
Chinese Journal of School Health 2024;45(11):1570-1574
Objective:
To investigate the prevalence and associated factors of sexting among college students in Jiangxi Province, so as to provide a reference for sexual education interventions in colleges.
Methods:
A combined method of random cluster sampling and convenience sampling was used to conduct an anonymous questionnaire survey on 13 042 students from 14 colleges in Jiangxi Province in October 2023. A self designed questionnaire was used to collect data on sexting among students, and Chi square tests and binary Logistic regression analysis were conducted to explore the factors associated with sexting among college students in Jiangxi Province.
Results:
The reported rate of sexting among college students in Jiangxi Province was 11.5%. Binary Logistic regression analysis showed that female students, non only children, and those who do not view pornographic novels/videos/films had a lower likelihood of engaging in sexting ( OR =0.72, 0.83, 0.23, P <0.05). Students who identified as homosexual, lacked knowledge about AIDS, did not mind premarital sex, and had indifferent attitudes towards multiple sexual partners were more likely to engage in sexting ( OR =1.66, 1.53, 1.25, 2.26, 1.78, P <0.05). Students who smoke, drink, and report a history of high risk sexual behavior were more likely to engage in sexting behavior ( OR=1.38-12.20, P <0.05); night owls showed a negative correlation with sexting behavior ( OR=0.24-0.58, P <0.05).
Conclusions
A significant proportion of college students in Jiangxi Province engage in sexting. It is recommended that colleges and universities strengthen their sexual education efforts and focus on cultivating internet literacy to promote the physical and mental health development of college students.
6.Application Situation on PI3Kδ Inhibitors in B-cell Lymphoma
Fanli ZHENG ; Yanan ZHENG ; Lili HUANG ; Chenjun SHEN ; Jun LU ; Jiajia YING ; Siyue LOU
Chinese Journal of Modern Applied Pharmacy 2024;41(6):847-858
PI3K/AKT/mTOR signaling pathway plays a crucial role in cell proliferation, survival, differentiation, motility and intracellular transport. PI3Kδ, an isoform of PI3K, is highly expressed in B lymphocytes and is involved in the malignant progression of B-cell lymphoma. Thus, PI3Kδ has emerged as an attractive target for the development of anti-B-cell lymphoma drugs. Currently, there are several PI3Kδ inhibitors approved by the FDA for the treatment of B-cell lymphoma, each with its own characteristics, but also with varying degrees of adverse effects in clinical practice. Due to the complexity and diversity of the pathogenesis of B-cell lymphoma, single-target PI3Kδ inhibitors often have limited efficacy and are prone to drug resistance, and need to be combined with chemotherapy or other targeted drugs to enhance their efficacy. The future trend is to design novel inhibitors with higher efficacy and lower toxicity or to develop novel combination regimens with other chemotherapy, radiotherapy, and target drugs to acquire better anti-tumor effects with reduced adverse effects. This review summarizes the PI3Kδ inhibitors that have been approved for the treatment of B-cell lymphoma or are still in clinical trials, mainly focusing on their characteristics, adverse effects and combination regimens.
7.Effects of evodiamine on inflammation and apoptosis of airway epithelial cells in asthma model rats and its mechanism
Jun LEI ; Lijun LU ; Lingyan LUO ; Song QIAO ; Yanan TONG ; Yang ZHENG ; Lei YAO
China Pharmacy 2024;35(11):1351-1356
OBJECTIVE To explore the effects and potential mechanism of evodiamine on inflammatory response and apoptosis of epithelial cells in asthma model rats. METHODS SD rats were separated into control group, model group, evodiamine low-dose group (10 mg/kg), evodiamine high-dose group (20 mg/kg), dexamethasone group (positive control, 0.5 mg/kg), epidermal growth factor (EGF) group [mitogen-activated protein kinase (MAPK) activator, 10 μg], evodiamine high-dose+EGF group (20 mg/kg evodiamine+10 μg EGF), with 10 rats in each group. Except for the control group, the other groups were sensitized by 3-point injection of 10% ovalbumin(OVA)-aluminium hydroxide mixture and stimulated by inhalation of 2%OVA nebulized liquid to establish an asthma model. The count of inflammatory cells (macrophages and lymphocytes) in bronchoalveolar lavage fluid (BALF) was detected in each group; pathological changes of lung tissue in rats were observed; the apoptosis of airway epithelial cells, the levels of serum inflammatory factors [tumor necrosis factor-α, interleukin-6 (IL-6) and IL-4], the expressions of pathway-related proteins p38 MAPK, phosphorylated p38 MAPK (p-p38 MAPK), signal transduction and transcription activating factor 1 (STAT1)] and apoptosis-related proteins [B cell lymphoma-2 (Bcl-2) and Bcl-2 associated X protein (Bax)] were all detected in lung tissue. RESULTS Compared with the control group, bronchial mucosal edema, thickening of alveolar septa and extensive infiltration of inflammatory cells were observed in the lung tissue of rats in the model group; the number of inflammatory cells, apoptosis rate of airway epithelial cells, the levels of inflammatory factors, p-38 MAPK/p-38 MAPK, and the protein expressions of Bax and STAT1 were increased significantly; the expressions of Bcl-2 protein and Bcl-2/Bax were reduced significantly (P<0.05). Compared with the model group, the pathological changes in lung tissues were alleviated to varying degrees in evodiamine low-dose and high-dose groups, and dexamethasone groups, and the above indicators were significantly reversed. However, the change trends of corresponding indicators in the EGF group were opposite to the above (P<0.05). EGF could significantly attenuate the effect of high-dose evodiamine on inflammatory response in asthmatic rats (P<0.05). CONCLUSIONS Evodiamine can relieve inflammatory reactions and inhibit the apoptosis of airway epithelial cells in asthmatic rats, the mechanism of which may be associated with inhibiting p38 MAPK/STAT1 signaling pathway.
8.Effects of evodiamine on inflammation and apoptosis of airway epithelial cells in asthma model rats and its mechanism
Jun LEI ; Lijun LU ; Lingyan LUO ; Song QIAO ; Yanan TONG ; Yang ZHENG ; Lei YAO
China Pharmacy 2024;35(11):1351-1356
OBJECTIVE To explore the effects and potential mechanism of evodiamine on inflammatory response and apoptosis of epithelial cells in asthma model rats. METHODS SD rats were separated into control group, model group, evodiamine low-dose group (10 mg/kg), evodiamine high-dose group (20 mg/kg), dexamethasone group (positive control, 0.5 mg/kg), epidermal growth factor (EGF) group [mitogen-activated protein kinase (MAPK) activator, 10 μg], evodiamine high-dose+EGF group (20 mg/kg evodiamine+10 μg EGF), with 10 rats in each group. Except for the control group, the other groups were sensitized by 3-point injection of 10% ovalbumin(OVA)-aluminium hydroxide mixture and stimulated by inhalation of 2%OVA nebulized liquid to establish an asthma model. The count of inflammatory cells (macrophages and lymphocytes) in bronchoalveolar lavage fluid (BALF) was detected in each group; pathological changes of lung tissue in rats were observed; the apoptosis of airway epithelial cells, the levels of serum inflammatory factors [tumor necrosis factor-α, interleukin-6 (IL-6) and IL-4], the expressions of pathway-related proteins p38 MAPK, phosphorylated p38 MAPK (p-p38 MAPK), signal transduction and transcription activating factor 1 (STAT1)] and apoptosis-related proteins [B cell lymphoma-2 (Bcl-2) and Bcl-2 associated X protein (Bax)] were all detected in lung tissue. RESULTS Compared with the control group, bronchial mucosal edema, thickening of alveolar septa and extensive infiltration of inflammatory cells were observed in the lung tissue of rats in the model group; the number of inflammatory cells, apoptosis rate of airway epithelial cells, the levels of inflammatory factors, p-38 MAPK/p-38 MAPK, and the protein expressions of Bax and STAT1 were increased significantly; the expressions of Bcl-2 protein and Bcl-2/Bax were reduced significantly (P<0.05). Compared with the model group, the pathological changes in lung tissues were alleviated to varying degrees in evodiamine low-dose and high-dose groups, and dexamethasone groups, and the above indicators were significantly reversed. However, the change trends of corresponding indicators in the EGF group were opposite to the above (P<0.05). EGF could significantly attenuate the effect of high-dose evodiamine on inflammatory response in asthmatic rats (P<0.05). CONCLUSIONS Evodiamine can relieve inflammatory reactions and inhibit the apoptosis of airway epithelial cells in asthmatic rats, the mechanism of which may be associated with inhibiting p38 MAPK/STAT1 signaling pathway.
9.Study on the Prevention and Treatment of Postoperative Abdominal Adhesion by Inhibiting Epithelial-Mesenchymal Transition of Peritoneal Mesothelial Cells with Supplemented Buyang Huanwu Decoction
Minlin ZHENG ; Wenjiang FAN ; Yanan WANG ; Qianqian ZHAN
World Science and Technology-Modernization of Traditional Chinese Medicine 2024;26(6):1458-1470
Objective To evaluated the efficacy of Supplemented Buyang Huanwu Decoction in preventing and treating postoperative abdominal adhesions.Methods One hundred and eight male SD rats were randomly divided into ordinary group,mold group,Sodium hyaluronate group and Supplemented Buyang Huanwu Decoction group.The animals were sacrificed 7,14 and 28 days after the operation,Visual scoring was performed,and samples were taken from the injury site for hematoxylin-eosin staining and Masson staining,and scanning electron microscope to observe the morphology of peritoneal mesothelial cells in the modeling site.Immunohistochemical method was used to observe the expression of epithelial mesenchymal transition(EMT)related cell marker proteins E-cadherin and α-SMA in the adhesive site.Results ①Efficacy of Supplemented Buyang Huanwu Decoction in the prevention and treatment of postoperative abdominal adhesions:The Supplemented Buyang Huanwu Decoction group can reduce the Diamod visual adhesion score(P<0.05),as well as the adhesion levels of HE staining and Masson staining(P<0.05).②Degree of damage to peritoneal mesothelial cells:Scanning electron microscopy showed that in the field of view of the Supplemented Buyang Huanwu Decoction group,paving like peritoneal mesothelial cells could be seen,indicating that the Supplemented Buyang Huanwu Decoction can improve the damage of peritoneal mesothelial cells on the serosal side of the cecum in PAA.③Expression of Epithelial mesenchymal transition-related indicators:The expression of E-Cadherin protein in the Supplemented BuyangHuanwu Decoction group increased(P<0.05).The expression of α-SMA protein in the Supplemented Buyang Huanwu Decoction group decreased(P<0.05).Conclusion The effect of Supplemented Buyang Huanwu Decoction in the prevention and treatment of postoperative abdominal adhesions is exact,which mechanism may be by reducing Epithelial mesenchymal transition of peritoneal mesothelial cells,reducing the deposition of extracellular matrix,thereby reducing peritoneal adhesion.
10.Study on TCM Medication Law in Acute Gouty Arthritis Based on Data Mining
Qin WU ; Yanan ZHANG ; Yixuan LIU ; Yuzhe CAI ; Jing CHEN ; Jingjing YANG ; Zheng LUO ; Yihui DENG
Chinese Journal of Information on Traditional Chinese Medicine 2024;31(7):25-31
Objective To explore the characteristics of TCM prescriptions for acute gouty arthritis based on data mining methods;To provide reference for clinical treatment.Methods The clinical literature on the TCM treatment of acute gouty arthritis was retrieved from CNKI,Wanfang Data,VIP and SinoMed.The obtained formulas were input into Excel 2019 to establish a database,and SPSS Modeler 18.0,SPSS Statistics 26.0 and Cytoscape 3.9.1 were used for frequency analysis,association rule analysis,clustering analysis and factor analysis.Results A total of 290 articles meeting the requirements were included,including 295 prescriptions,involving 218 kinds of Chinese materia medica,with a total frequency of 3 573 times.24 kinds of Chinese materia medica,including Coicis Semen,Phellodendri Chinensis Cortex,Atractylodis Rhizoma,Smilacis Glabrae Rhizoma,Dioscoreae Spongiosae Rhizoma,Glycyrrhizae Radix et Rhizoma,Achyranthis Bidentatae Radix were used frequently in the treatment of acute gouty arthritis.The commonly used drugs were heat-clearing drugs,moisture-clearing drugs,blood circulation-activating drugs for removing blood stasis,and wind-dampness drugs.The property was mainly cold,the taste was mainly bitter,and the meridians were mainly liver,stomach,spleen and kidney meridians.The analysis of high-frequency drug association rules obtained 22 drug combinations,among which the core drug pairs were Phellodendri Chinensis Cortex-Atractylodis Rhizoma,Coicis Semen-Atractylodis Rhizoma-Phellodendri Chinensis Cortex.Clustering analysis obtained 4 clustering methods,and factor analysis obtained 9 common factors.Conclusion The main treatment of acute gouty arthritis by TCM is clearing heat and dampness,removing blood stasis and clearing collaterals,tonifying liver and kidney,regulating spleen and stomach,which could provide reference for the clinical treatment of acute gouty arthritis.


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