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.
3.Therapeutic effects and mechanisms of M2 macrophage exosome spray on pressure injuries
Xiang YU ; Peipei JIA ; Xinying LI ; Junjun YANG ; Gaofeng GUO ; Lianfang LU
Journal of Pharmaceutical Practice and Service 2025;43(9):436-442
Objective To investigate the effects and underlying mechanisms of a spray prepared from exosomes derived from M2 macrophages induced by interleukin-4 (IL-4) and tantalum particles (Ta) on the healing of pressure ulcers. Methods Bone marrow-derived macrophages were polarized into M2 macrophages using IL-4 or Ta, and exosomes (Exo-IL-4/Exo-Ta) were extracted. The regulatory effects of Exo-IL-4/Exo-Ta on M1 macrophage phenotypes and fibroblast matrix secretion were evaluated in vitro. Proteomic analysis was conducted to explore the biological processes and regulatory networks associated with Exo-Ta. A rat pressure ulcer model was used to assess the effects of Exo-IL-4/Exo-Ta spray on wound healing rate, inflammatory cell infiltration, and collagen deposition. Results In vitro, Exo-IL-4/Exo-Ta induced the polarization of M1 macrophages to M2 macrophages, reduced the secretion of pro-inflammatory factors, and promoted the expression of anti-inflammatory substances. Additionally, Exo-IL-4/Exo-Ta enhanced the production of collagen and fibronectin in fibroblasts. Proteomic analysis revealed that Exo-Ta primarily participated in biological processes such as energy metabolism and macromolecule biosynthesis. In vivo, Exo-IL-4/Exo-Ta spray accelerated wound healing, reduced inflammatory infiltration, and improved tissue remodeling in the rat pressure ulcer model. Conclusion Exosome sprays derived from M2 macrophages could accelerate pressure ulcer healing by modulating inflammation and promoting tissue regeneration, which demonstrated excellent clinical application potential.
4.Predictive value of iRhom1, iRhom2 and TNF-α levels for the prognosis of patients with cervical cancer
Tao HAN ; Peipei JIA ; Jing LU
Journal of International Oncology 2025;52(3):158-162
Objective:To investigate the differences in the levels of inactive rhomboid protein (iRhom) 1, iRhom2, and tumor necrosis factor-α (TNF-α) in cervical cancer patients with different prognoses, and to analyze the predictive value of each index for patient's prognosis.Methods:A total of 90 cervical cancer patients who underwent extensive hysterectomy at the People's Hospital of Xinjiang Uygur Autonomous Region from June 2021 to June 2023 were selected as the study objects. Using a propensity score matching method with a caliper value of 0.02, 30 cases with normal cervical biopsy results and matched general clinical data were selected as the controls. Cervical cancer patients were divided into the good prognosis group ( n=69) and the poor prognosis group ( n=21) according to the prognosis. Western blotting was used to detect the protein levels of iRhom1, iRhom2, and TNF-α in tissue samples. The differences in iRhom1, iRhom2, and TNF-α protein levels between cervical cancer tissues, adjacent tissues, normal cervical tissues, and between the good and poor prognosis groups were compared. Multivariate logistic regression was used to analyze the influencing factors of prognosis in cervical cancer patients, and the receiver operator characteristic (ROC) curve was used to evaluate the predictive efficacy of each indicator for prognosis in cervical cancer patients. Results:The levels of iRhom1 protein in cervical cancer tissues, adjacent tissues, and normal cervical tissues were 0.80±0.11, 0.41±0.10, 0.40±0.07, respectively; those of iRhom2 were 0.81±0.12, 0.47±0.10, 0.46±0.05, respectively; and those of TNF-α were 1.15±0.12, 0.58±0.10, 0.56±0.07, respectively. There were statistically significant differences in the levels of iRhom1, iRhom2, and TNF-α protein among the three groups ( F=64.93, P<0.001; F=56.14, P<0.001; F=191.61, P<0.001). There were statistically significant differences in the levels of iRhom1, iRhom2 and TNF-α between cervical cancer tissues and adjacent tissues and normal cervical tissues (all P<0.05). In the poor prognosis group and the good prognosis group, the levels of iRhom1 protein in cervical cancer tissues were 0.90±0.12 and 0.77±0.10, respectively; those of iRhom2 were 0.90±0.10 and 0.79±0.09, respectively; and those of TNF-α were 1.29±0.13 and 1.06±0.10, respectively. There were statistically significant differences in iRhom1, iRhom2, and TNF-α protein levels between the two groups ( t=7.31, P<0.001; t=5.35, P<0.001; t=10.30, P<0.001). Multivariate logistic regression analysis showed that, iRhom1 ( OR=2.29, 95% CI: 1.77-3.71, P<0.001), iRhom2 ( OR=1.51, 95% CI: 1.10-2.71, P<0.001), and TNF-α ( OR=2.10, 95% CI: 1.90-4.44, P<0.001) were all independent influencing factors of the prognosis of cervical cancer patients. The ROC curve indicated that iRhom1 (AUC=0.88, 95% CI: 0.80-0.97), iRhom2 (AUC=0.83, 95% CI: 0.73-0.94), and TNF-α (AUC=0.80, 95% CI: 0.65-0.94) alone and in combination (AUC=0.97, 95% CI: 0.93-1.00) could predict prognosis of cervical cancer patients. Conclusions:The levels of iRhom1, iRhom2 and TNF-α proteins in cervical cancer tissues are higher than those in adjacent tissues and normal cervical tissues, and the levels of these three indexes in cervical cancer tissues with poor prognosis are significantly higher than those in cervical cancer tissues with good prognosis. The levels of iRhom1, iRhom2 and TNF-α protein are all independent factors influencing the prognosis of cervical cancer patients, and the three indicators alone or in combination can predict the prognosis of cervical cancer patients.
5.Effects of croton cream on JNK/p38 MAPK signaling pathway and neuronal apoptosis in cerebral ischemia-reperfusion injury rats
Yun YUE ; Peipei WANG ; Zhaohe YUAN ; Shengcun HE ; Xusheng JIA ; Qian LIU ; Zhantao LI ; Huiling FU ; Fei SONG ; Menghui JIA
Chinese Journal of Tissue Engineering Research 2024;28(8):1186-1192
BACKGROUND:Croton cream can activate ERK pathways and have anti-apoptotic effects on neuronal cells.It is not clear whether it synergistically exerts anti-apoptotic effects by inhibiting the activation of JNK and p38 pathways. OBJECTIVE:To explore the effects and mechanisms of croton cream on neuronal damage and apoptosis in the ischemic cortex of rats with cerebral ischemia-reperfusion injury. METHODS:(1)Ninety Sprague-Dawley rats were randomly divided into sham operation group,model group,croton cream low-dose group,croton cream medium-dose group,croton cream high-dose group and nimodipine group,with 15 rats in each group.Except for the sham operation group,animal models of middle cerebral artery occlusion were prepared in rats by the thread method.Rats in the three croton cream groups were given 20,40,and 60 mg/kg croton cream,respectively.Rats in the sham operation and model groups were given the same amount of normal saline,once a day,for 7 consecutive days.The optimal concentration of croton cream,namely the high dose of croton cream,was selected based on neurological deficit score,TTC staining,brain tissue water content,hematoxylin-eosin staining and Nissl staining.(2)Another 120 Sprague-Dawley rats were randomly divided into sham operation group,model group,croton cream group,JNK inhibitor group,croton cream+JNK inhibitor group,p38 MAPK inhibitor group,croton cream+p38 MAPK inhibitor group,and nimodipine group,with 15 rats in each group.Animal models of middle cerebral artery occlusion were prepared using the thread method in all the groups except in the sham operation group.Thirty minutes before modeling,10 μL of SP600125(JNK inhibitor)and 10 μL of SB203580(p38 MAPK inhibitor)were injected into the lateral ventricle of the rats,respectively.Rats in croton cream groups were intragastrically given 60 mg/kg croton cream.Seven days later,the JNK/p38 MAPK signaling pathway,apoptosis-related proteins and cell apoptosis were detected by western blot,TUNEL staining and flow cytometry,respectively. RESULTS AND CONCLUSION:(1)Compared with the sham operation group,neurological deficit score,cerebral water content,cerebral infarction volume and apoptosis rate were significantly increased in the model group(P<0.05),where nerve cells showed scattered distribution.Compared with the model group,neurological deficit score,water content of brain tissue and cerebral infarction volume were significantly decreased in the croton cream medium-dose group,high-dose group and nimodipine group(P<0.05),and the pathological morphology of nerve cells was significantly improved.(2)Compared with the JNK inhibitor group,p-JNK/JNK,p-p38/p38 and Bax expressions in rat brain tissue and the apoptotic rate were significantly decreased in the croton cream+inhibitor groups(P<0.05),while the expression of and Bcl-2 was significantly increased(P<0.05).To conclude,croton cream may inhibit the activation of JNK/p38 MAPK signaling pathway and reduce neuronal apoptosis to achieve neuroprotective effects in rats with cerebral ischemia-reperfusion injury.
6.Clinical value of neutrophil CD64 index in brucellosis
Zhiwei LI ; Qian WANG ; Lingling WANG ; Peipei LU ; Shuling LI ; Xiaoyu ZHU ; Jintong JIA ; Jie CHEN ; Changmin WANG
International Journal of Laboratory Medicine 2024;45(13):1541-1545
Objective To evaluate the clinical value of neutrophil CD64(nCD64)index as a novel biomark-er in the differential diagnosis of acute and chronic brucellosis.Methods A total of 38 patients with acute bru-cellosis and 48 patients with chronic brucellosis diagnosed in the People's Hospital of Xinjiang Uygur Autono-mous Region from February 2021 to July 2023 were included.Peripheral blood of the patients was collected and nCD64 index was detected by flow cytometry,and the correlation between nCD64 index and disease severi-ty was analyzed.Receiver operating characteristic(ROC)curve was used to analyze the sensitivity and the specificity of nCD64 index in differentially diagnosing acute and chronic brucellosis.Meanwhile,Rose-Bengal Plate Test(RBPT)and Standard Tube Agglutination Test(SAT)were used as controls to evaluate the clini-cal diagnostic value of the three.Results The nCD64 index of acute brucellosis patients was higher than that of chronic brucellosis patients(U=216.00,P<0.001),and the index was positively correlated with the sever-ity of the disease(r=0.670,P<0.001).The ROC curve analysis results showed that the area under the curve of nCD64 index in the differential diagnosis of acute and chronic brucellosis was 0.882(95%CI:0.811-0.952,P<0.001),the cut-off value was 2.81,and sensitivity,specificity,positive predictive value,negative predictive value and accuracy were 83.3%,81.6%,80.4%,81.9%and 82.6%,respectively.The efficacy of nCD64 index in differential diagnosis of nCD64 index was significantly better than those of the qualitative tests of RBPT and SAT.Conclusion nCD64 index has favourable sensitivity and specificity in the differential diag-nosis of acute and chronic brucellosis,and tends to reflect the severity of the disease.It has clinical value in the differential diagnosis of acute brucellosis and chronic brucellosis,and plays an important role in the early diag-nosis and treatment effect monitoring of brucellosis.
7.IL-33 mediates the immune regulation mechanism of brucellosis by regulating Treg cell function
Zhiwei LI ; Zaokeran·Aliken ; Lingling WANG ; Jintong JIA ; Shuling LI ; Xiaoyu ZHU ; Qian WANG ; Peipei LU ; Changmin WANG
International Journal of Laboratory Medicine 2024;45(18):2184-2188,2196
Objective To investigate the characteristics of changes in interleukin(IL)-33 and regulatory T(Treg)cells in brucellosis,to verify the regulatory effect of IL-33 on Treg cells,so as to clarify the immune mechanism of IL-33 on Treg cells in brucellosis.Methods The peripheral blood of 39 patients with brucellosis treated in the People's Hospital of Xinjiang Uygur Autonomous Region from January to December 2021(the brucellosis group)and 42 healthy controls(the healthy control group)who underwent physical examination during the same period were collected.The serum IL-33 level was detected by AimPlex kit,and the proportion of Treg cells was detected by flow cytometry.Peripheral blood mononuclear cell(PBMC)was extracted and cultured in vitro to observe the proportion and mRNA expression levels of forkhead box protein P3(Foxp3)after stimulation and blocking of IL-33.Results Compared with the healthy control group,the level of IL-33 and the proportion of Treg cells in brucellosis group were significantly increased,with statistical significance(P<0.05).In vitro tests showed that the Foxp3 proportion and mRNA expression level of PBMC in the two groups were significantly increased after IL-33 stimulation,and significantly decreased after IL-33 blocking,with statistical significance(P<0.001).Conclusion IL-33 and Treg cells increased significantly in brucellosis patients,and IL-33 promoted the immune function of Treg cells.Blocking IL-33 is expected to be a potential target for immunotherapy of brucellosis.
8.Development of a Usability Scale for Smart Hospital Platforms Based on QoE Theory
Peipei JIA ; Xiaowei WANG ; Meihua LI ; Lianfang LU ; Juan FENG ; Hanxu LANG ; Lili WEI
Chinese Hospital Management 2024;44(11):70-73
Objective To construct a usability scale for smart hospital platforms based on Quality of Experience(QoE)theory,and provide scientific measurement tool for the construction,operation,and improvement of smart hospitals.Method Literature review,focus meeting method,and pre survey were used to screen and revise the scale items,forming a formal scale.Using convenience sampling method,1 000 users from 8 smart hospital platforms in Shandong Province were selected as the research subjects to evaluate the reliability and validity of the scale.Result The availability scale of the smart hospital platform includes 6 dimensions and 24 items.Exploratory factor extraction identified 6 common factors,with a cumulative variance contribution rate of 64.045%.The overall Cronbach's with a coefficient of 0.941 for 6 dimensions.The coefficient is between 0.782 and 0.963,and the retest reliability is 0.967.The Average Standardized Content Validity Index is 0.972,and the Item-level Content Validity Index is between 0.86 and 1.00.The correlation coefficient between the six dimensions of the scale and the System Usability Scale is 0.606-0.653,and the overall correlation coefficient is 0.647.Conclusion The usability scale of the smart hospital platform developed based on QoE theory has good reliability and validity,and can be used to measure the user experience of the smart hospital platform.
9.Development of a Usability Scale for Smart Hospital Platforms Based on QoE Theory
Peipei JIA ; Xiaowei WANG ; Meihua LI ; Lianfang LU ; Juan FENG ; Hanxu LANG ; Lili WEI
Chinese Hospital Management 2024;44(11):70-73
Objective To construct a usability scale for smart hospital platforms based on Quality of Experience(QoE)theory,and provide scientific measurement tool for the construction,operation,and improvement of smart hospitals.Method Literature review,focus meeting method,and pre survey were used to screen and revise the scale items,forming a formal scale.Using convenience sampling method,1 000 users from 8 smart hospital platforms in Shandong Province were selected as the research subjects to evaluate the reliability and validity of the scale.Result The availability scale of the smart hospital platform includes 6 dimensions and 24 items.Exploratory factor extraction identified 6 common factors,with a cumulative variance contribution rate of 64.045%.The overall Cronbach's with a coefficient of 0.941 for 6 dimensions.The coefficient is between 0.782 and 0.963,and the retest reliability is 0.967.The Average Standardized Content Validity Index is 0.972,and the Item-level Content Validity Index is between 0.86 and 1.00.The correlation coefficient between the six dimensions of the scale and the System Usability Scale is 0.606-0.653,and the overall correlation coefficient is 0.647.Conclusion The usability scale of the smart hospital platform developed based on QoE theory has good reliability and validity,and can be used to measure the user experience of the smart hospital platform.
10.Development of a Usability Scale for Smart Hospital Platforms Based on QoE Theory
Peipei JIA ; Xiaowei WANG ; Meihua LI ; Lianfang LU ; Juan FENG ; Hanxu LANG ; Lili WEI
Chinese Hospital Management 2024;44(11):70-73
Objective To construct a usability scale for smart hospital platforms based on Quality of Experience(QoE)theory,and provide scientific measurement tool for the construction,operation,and improvement of smart hospitals.Method Literature review,focus meeting method,and pre survey were used to screen and revise the scale items,forming a formal scale.Using convenience sampling method,1 000 users from 8 smart hospital platforms in Shandong Province were selected as the research subjects to evaluate the reliability and validity of the scale.Result The availability scale of the smart hospital platform includes 6 dimensions and 24 items.Exploratory factor extraction identified 6 common factors,with a cumulative variance contribution rate of 64.045%.The overall Cronbach's with a coefficient of 0.941 for 6 dimensions.The coefficient is between 0.782 and 0.963,and the retest reliability is 0.967.The Average Standardized Content Validity Index is 0.972,and the Item-level Content Validity Index is between 0.86 and 1.00.The correlation coefficient between the six dimensions of the scale and the System Usability Scale is 0.606-0.653,and the overall correlation coefficient is 0.647.Conclusion The usability scale of the smart hospital platform developed based on QoE theory has good reliability and validity,and can be used to measure the user experience of the smart hospital platform.

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