1.A Dual-Layer Network Dynamics Modeling and Simulation of Medical Surge Risk Diffusion Based on MATLAB and REPAST
Nan MENG ; Yanping WANG ; Yiran GAO ; Tian YU ; Min WEI ; Wanmeng TENG ; Peng WANG ; Fengqian ZHONG ; Lili JIANG ; Jialin LU ; Ning NING ; Avdeev SERGEY ; Qunhong WU
Chinese Hospital Management 2025;45(11):22-27
Objective To explore the coupling mechanism between medical surge response resources and the spread of secondary risks during public health emergencies,as well as the effectiveness of relevant interventions.Methods Based on complex network theory,a dual-layer network model of medical resources and secondary events was constructed.The interactive feedback between medical resource status and secondary event risk,as well as the effects of network structure,were analyzed through MATLAB simulations,REPAST agent-based modeling,and mean-field analysis.Results Simulation and prediction results show that an increase in first-layer resource-deficient nodes significantly raises the activation rate and transmission speed of secondary events,while the clustering and spread of secondary events in the second layer,in turn,intensify resource depletion,creating a negative feedback loop.Mean-field analysis indicates a nonlinear positive correlation between the adequacy of medical resources and the likelihood of secondary events.Network structure analysis reveals that when the average node degree exceeds 8,resource allocation efficiency improves markedly.Conclusion There exists a dynamic coupling and bidirectional feedback relationship between medical resource status and secondary event risks.Enhancing the flexible allocation and responsiveness of medical resources,improving multi-sectoral collaborative monitoring and coordinated regulation,optimizing network connectivity and coordination mechanisms for resource distribution,and establishing dynamic monitoring and tiered early warning systems are key strategies for strengthening the resilience of healthcare systems and effectively containing the spread of secondary events.
2.Research on the Path Construction of Improving Medical Surge Response Capabilities under Public Health Emergencies
Min WEI ; Yanping WANG ; Nan MENG ; Tian YU ; Yiran GAO ; Fengqian ZHONG ; Avdeev SERGEY ; Huan LIU ; Ning NING ; Yanhua HAO ; Qunhong WU
Chinese Hospital Management 2025;45(11):34-38
Objective To empirically analyze multiple pathways for enhancing medical surge response capacity and provide useful references for improving the resilience of health systems.Methods A comprehensive theoretical analysis framework for improving medical surge response capacity was constructed based on the 4S theory and collaborative governance theory.68 interview texts on medical surge response capacity conducted in July 2024 were selected as analysis samples.Using fuzzy-set Qualitative Comparative Analysis(fsQCA),7 conditional variables were selected from four dimensions:management system,information system,materials,and personnel to analyze their impact on medical surge response capacity.Results(1)A single conditional variable does not constitute a necessary condition for improving medical surge response capacity;(2)After the combination of conditions,8 specific configuration paths for capacity improvement were identified.Through systematic and comprehensive refinement,they were summarized into three modes of comprehensive configuration capacity improvement paths,namely:rapid response and collaborative operation mode,information empowerment and precise response mode,and resource conditions and resilience construction mode.Conclusion It is necessary to explore and construct systematic,combined,modularized and path-oriented capacity building strategies,refine the operational implementation paths for improving China's medical surge response capacity,target the linkage and configuration modes of different conditional variables,promote the formulation and implementation of modular construction schemes oriented by key capacity,and make efforts from multiple aspects to enhance the resilience of the health system.
3.Application of extracorporeal membrane oxygenation in critical obstetric conditions
Yiran PENG ; Ni AN ; Xinke MENG ; Quanfu ZHANG ; Mei ZHONG
Journal of Chinese Physician 2025;27(9):1288-1293
Objective:To systematically review recent domestic and international literature on the use of extracorporeal membrane oxygenation (ECMO) in obstetric critical care and provide evidence-based support for clinical decision-making.Methods:Literature published between January 1, 2014, and December 31, 2024, in both Chinese and English was retrieved from databases including CNKI, Wanfang Medical Network, Chinese Medical Journal Network, PubMed, and Embase. Data on maternal age, gestational age, diagnosis, ECMO type, ECMO duration, pregnancy outcomes, and maternal and neonatal survival rates were extracted from relevant studies.Results:Among 1 306 retrieved articles, 214 met the inclusion criteria, involving a total of 355 obstetric patients who received ECMO treatment. The majority of patients (58.9%, 209/355) were treated postpartum. The most common indications for ECMO initiation included pulmonary infection (32.7%, 116/355), pulmonary embolism (24.5%, 87/355), pulmonary hypertension (12.4%, 44/355), sepsis (9.6%, 34/355), and peripartum cardiomyopathy (6.2%, 22/355). The modes of ECMO used in the obstetric population were venovenous (VV) in 49.6%(176/355) and venoarterial (VA) in 44.2%(157/355) of cases. The overall maternal survival rate was 82.0%(291/355), while the fetal/neonatal survival rate was 74.4%(264/355). Bleeding was the most common complication (35.5%, 126/355), followed by thrombosis (14.6%, 52/355) and infections related to ventilator or cannulation sites (19.2%, 68/355).Conclusions:ECMO can serve as an effective temporary organ support therapy for critically ill patients during pregnancy and the postpartum period.
4.Study on pathogenesis of adenomyosis based on IL-6/JAK2/STAT3 sig-naling pathway
Simiao YAN ; Mengqi LI ; Yi CHEN ; Xiuchi ZHONG ; Yingzhou TIAN ; Yiran LIN ; Zaifan LIN ; Qingzhen RAN ; Wanqun CHEN
Chinese Journal of Pathophysiology 2025;41(5):972-983
AIM:This study aims to investigate the functions of interleukin-6(IL-6)/Janus kinase 2(JAK2)/signal transducer and activator of transcription 3(STAT3)signaling pathway in adenomyosis(ADM),and to assess the therapeutic potential of JAK2 inhibitor AG490.METHODS:(1)Neonatal female mice were randomly divided into 2 groups:control group and ADM group.An ADM mice model was established by tamoxifen.Additionally,Western blot was employed to detect the expression of IL-6/JAK2/STAT3 signaling pathway-related proteins.(2)Human endometrial adenocarcinoma Ishikawa cells were treated with AG490,and Western blot was performed to evaluate the expression of the proteins related to IL-6/JAK2/STAT3 signaling pathway,epithelial-mesenchymal transition(EMT),cell migration and cell proliferation.Besides,wound-healing and Transwell assays were carried out to investigate the cell migration and inva-sion.Colony formation and EdU assays were employed to investigate the cell proliferation,and flow cytometry analysis was performed to investigate the cell apoptosis.(3)The ADM mice were randomly divided into 2 groups:ADM group and AG490 group.The expression of IL-6/JAK2/STAT3 signaling pathway-related proteins in uterine tissues was detected by Western blot.Besides,Western blot and immunohistochemistry were employed to detect the expression of the proteins re-lated to cell EMT,migration and proliferation.Cell apoptosis in uterine tissues was detected by TUNEL assay.RE-SULTS:(1)The expression of IL-6/JAK2/STAT3 signaling pathway-related proteins exhibited an increasing trend in ADM mice(P<0.05).(2)Treatment with AG490 significantly suppressed the expression of IL-6/JAK2/STAT3 signaling pathway-related proteins in Ishikawa cells(P<0.05).The protein level of E-cadherin showed an increasing trend(P<0.01),while the expression levels of N-cadherin,vimentin and Slug showed a decreasing trend(P<0.05)in Ishikawa cells after AG490 treatment.Besides,the expression of MMP-2 and MMP-9 was down-regulated(P<0.05),and the capa-bilities of cell migration and invasion were suppressed in AG490-treated Ishikawa cells(P<0.05).The expression levels of Bcl-2 and cyclin D1 exhibited a decreasing trend(P<0.05),and the expression level of Bax increased(P<0.05)in Ishikawa cells after treatment with AG490.Additionally,AG490 inhibited Ishikawa cell proliferation,and enhanced the cell apoptosis(P<0.01).(3)The p-JAK2/JAK ratio and the IL-6 expression exhibited a decreasing trend in AG490 group(P<0.01).Moreover,the expression of E-cadherin was up-regulated(P<0.05),while the expression of N-cadherin,vi-mentin,Snail,Slug and Twist was down-regulated(P<0.05)in ADM mice after treatment with AG490.Compared with ADM group,the expression of MMP-2 and MMP-9 decreased in AG490 group(P<0.05),alongside the down-regulated Bcl-2/Bax ratio and PCNA expression(P<0.01).Besides,the cell apoptosis was enhanced by AG490.CONCLUSION:The IL-6/JAK2/STAT3 signaling pathway is aberrantly activated in ADM and facilitates endometrial cell EMT,prolifera-tion,invasion and migration.Additionally,AG490 inhibits the progression of ADM by blocking the IL-6/JAK2/STAT3 sig-naling pathway.
5.A Dual-Layer Network Dynamics Modeling and Simulation of Medical Surge Risk Diffusion Based on MATLAB and REPAST
Nan MENG ; Yanping WANG ; Yiran GAO ; Tian YU ; Min WEI ; Wanmeng TENG ; Peng WANG ; Fengqian ZHONG ; Lili JIANG ; Jialin LU ; Ning NING ; Avdeev SERGEY ; Qunhong WU
Chinese Hospital Management 2025;45(11):22-27
Objective To explore the coupling mechanism between medical surge response resources and the spread of secondary risks during public health emergencies,as well as the effectiveness of relevant interventions.Methods Based on complex network theory,a dual-layer network model of medical resources and secondary events was constructed.The interactive feedback between medical resource status and secondary event risk,as well as the effects of network structure,were analyzed through MATLAB simulations,REPAST agent-based modeling,and mean-field analysis.Results Simulation and prediction results show that an increase in first-layer resource-deficient nodes significantly raises the activation rate and transmission speed of secondary events,while the clustering and spread of secondary events in the second layer,in turn,intensify resource depletion,creating a negative feedback loop.Mean-field analysis indicates a nonlinear positive correlation between the adequacy of medical resources and the likelihood of secondary events.Network structure analysis reveals that when the average node degree exceeds 8,resource allocation efficiency improves markedly.Conclusion There exists a dynamic coupling and bidirectional feedback relationship between medical resource status and secondary event risks.Enhancing the flexible allocation and responsiveness of medical resources,improving multi-sectoral collaborative monitoring and coordinated regulation,optimizing network connectivity and coordination mechanisms for resource distribution,and establishing dynamic monitoring and tiered early warning systems are key strategies for strengthening the resilience of healthcare systems and effectively containing the spread of secondary events.
6.Research on the Path Construction of Improving Medical Surge Response Capabilities under Public Health Emergencies
Min WEI ; Yanping WANG ; Nan MENG ; Tian YU ; Yiran GAO ; Fengqian ZHONG ; Avdeev SERGEY ; Huan LIU ; Ning NING ; Yanhua HAO ; Qunhong WU
Chinese Hospital Management 2025;45(11):34-38
Objective To empirically analyze multiple pathways for enhancing medical surge response capacity and provide useful references for improving the resilience of health systems.Methods A comprehensive theoretical analysis framework for improving medical surge response capacity was constructed based on the 4S theory and collaborative governance theory.68 interview texts on medical surge response capacity conducted in July 2024 were selected as analysis samples.Using fuzzy-set Qualitative Comparative Analysis(fsQCA),7 conditional variables were selected from four dimensions:management system,information system,materials,and personnel to analyze their impact on medical surge response capacity.Results(1)A single conditional variable does not constitute a necessary condition for improving medical surge response capacity;(2)After the combination of conditions,8 specific configuration paths for capacity improvement were identified.Through systematic and comprehensive refinement,they were summarized into three modes of comprehensive configuration capacity improvement paths,namely:rapid response and collaborative operation mode,information empowerment and precise response mode,and resource conditions and resilience construction mode.Conclusion It is necessary to explore and construct systematic,combined,modularized and path-oriented capacity building strategies,refine the operational implementation paths for improving China's medical surge response capacity,target the linkage and configuration modes of different conditional variables,promote the formulation and implementation of modular construction schemes oriented by key capacity,and make efforts from multiple aspects to enhance the resilience of the health system.
7.Study on pathogenesis of adenomyosis based on IL-6/JAK2/STAT3 sig-naling pathway
Simiao YAN ; Mengqi LI ; Yi CHEN ; Xiuchi ZHONG ; Yingzhou TIAN ; Yiran LIN ; Zaifan LIN ; Qingzhen RAN ; Wanqun CHEN
Chinese Journal of Pathophysiology 2025;41(5):972-983
AIM:This study aims to investigate the functions of interleukin-6(IL-6)/Janus kinase 2(JAK2)/signal transducer and activator of transcription 3(STAT3)signaling pathway in adenomyosis(ADM),and to assess the therapeutic potential of JAK2 inhibitor AG490.METHODS:(1)Neonatal female mice were randomly divided into 2 groups:control group and ADM group.An ADM mice model was established by tamoxifen.Additionally,Western blot was employed to detect the expression of IL-6/JAK2/STAT3 signaling pathway-related proteins.(2)Human endometrial adenocarcinoma Ishikawa cells were treated with AG490,and Western blot was performed to evaluate the expression of the proteins related to IL-6/JAK2/STAT3 signaling pathway,epithelial-mesenchymal transition(EMT),cell migration and cell proliferation.Besides,wound-healing and Transwell assays were carried out to investigate the cell migration and inva-sion.Colony formation and EdU assays were employed to investigate the cell proliferation,and flow cytometry analysis was performed to investigate the cell apoptosis.(3)The ADM mice were randomly divided into 2 groups:ADM group and AG490 group.The expression of IL-6/JAK2/STAT3 signaling pathway-related proteins in uterine tissues was detected by Western blot.Besides,Western blot and immunohistochemistry were employed to detect the expression of the proteins re-lated to cell EMT,migration and proliferation.Cell apoptosis in uterine tissues was detected by TUNEL assay.RE-SULTS:(1)The expression of IL-6/JAK2/STAT3 signaling pathway-related proteins exhibited an increasing trend in ADM mice(P<0.05).(2)Treatment with AG490 significantly suppressed the expression of IL-6/JAK2/STAT3 signaling pathway-related proteins in Ishikawa cells(P<0.05).The protein level of E-cadherin showed an increasing trend(P<0.01),while the expression levels of N-cadherin,vimentin and Slug showed a decreasing trend(P<0.05)in Ishikawa cells after AG490 treatment.Besides,the expression of MMP-2 and MMP-9 was down-regulated(P<0.05),and the capa-bilities of cell migration and invasion were suppressed in AG490-treated Ishikawa cells(P<0.05).The expression levels of Bcl-2 and cyclin D1 exhibited a decreasing trend(P<0.05),and the expression level of Bax increased(P<0.05)in Ishikawa cells after treatment with AG490.Additionally,AG490 inhibited Ishikawa cell proliferation,and enhanced the cell apoptosis(P<0.01).(3)The p-JAK2/JAK ratio and the IL-6 expression exhibited a decreasing trend in AG490 group(P<0.01).Moreover,the expression of E-cadherin was up-regulated(P<0.05),while the expression of N-cadherin,vi-mentin,Snail,Slug and Twist was down-regulated(P<0.05)in ADM mice after treatment with AG490.Compared with ADM group,the expression of MMP-2 and MMP-9 decreased in AG490 group(P<0.05),alongside the down-regulated Bcl-2/Bax ratio and PCNA expression(P<0.01).Besides,the cell apoptosis was enhanced by AG490.CONCLUSION:The IL-6/JAK2/STAT3 signaling pathway is aberrantly activated in ADM and facilitates endometrial cell EMT,prolifera-tion,invasion and migration.Additionally,AG490 inhibits the progression of ADM by blocking the IL-6/JAK2/STAT3 sig-naling pathway.
8.Application of extracorporeal membrane oxygenation in critical obstetric conditions
Yiran PENG ; Ni AN ; Xinke MENG ; Quanfu ZHANG ; Mei ZHONG
Journal of Chinese Physician 2025;27(9):1288-1293
Objective:To systematically review recent domestic and international literature on the use of extracorporeal membrane oxygenation (ECMO) in obstetric critical care and provide evidence-based support for clinical decision-making.Methods:Literature published between January 1, 2014, and December 31, 2024, in both Chinese and English was retrieved from databases including CNKI, Wanfang Medical Network, Chinese Medical Journal Network, PubMed, and Embase. Data on maternal age, gestational age, diagnosis, ECMO type, ECMO duration, pregnancy outcomes, and maternal and neonatal survival rates were extracted from relevant studies.Results:Among 1 306 retrieved articles, 214 met the inclusion criteria, involving a total of 355 obstetric patients who received ECMO treatment. The majority of patients (58.9%, 209/355) were treated postpartum. The most common indications for ECMO initiation included pulmonary infection (32.7%, 116/355), pulmonary embolism (24.5%, 87/355), pulmonary hypertension (12.4%, 44/355), sepsis (9.6%, 34/355), and peripartum cardiomyopathy (6.2%, 22/355). The modes of ECMO used in the obstetric population were venovenous (VV) in 49.6%(176/355) and venoarterial (VA) in 44.2%(157/355) of cases. The overall maternal survival rate was 82.0%(291/355), while the fetal/neonatal survival rate was 74.4%(264/355). Bleeding was the most common complication (35.5%, 126/355), followed by thrombosis (14.6%, 52/355) and infections related to ventilator or cannulation sites (19.2%, 68/355).Conclusions:ECMO can serve as an effective temporary organ support therapy for critically ill patients during pregnancy and the postpartum period.
9.The role of GMDTC in alleviating cisplatin-induced acute kidney injury in rats
Yiran KANG ; Wei HU ; Zhiyong ZHONG ; Xiaojiang TANG
China Occupational Medicine 2024;51(1):31-36
ObjectiveTo investigate the protective effect of N-(2R,3R,4R,5R,6R-pentahydroxyhexyl)-(N-disubstituted sodium formate)-L-methylthio-glutamate sodium (GMDTC) against cisplatin-induced acute kidney injury (AKI) in rats. Methods Specific pathogen free male adult SD rats were randomly divided into the control group, model group, low-dose group and high-dose group, with eight rats in each group. The rats in the latter three groups were injected with cisplatin at a dose of 4 mg/kg body mass through the tail vein to establish an AKI model, while the control group was not treated. Rats in the low-dose and high-dose groups were injected with injectable GMDTC at doses of 108 and 433 mg/kg body mass through the tail vein, respectively, in two hours after intoxication, while the rats in the model group were injected with an equal volume of 0.9% sodium chloride solution, once per day for five consecutive days. The 24-hours urine platinum level at day 1, 3, 5 and the level of whole blood platinum, serum platinum, urinary platinum and renal platinum at day 6 were determined using the inductively coupled plasma-mass spectrometry after GMDTC administration. Serum renal functional indicators and electrolyte level were detected, and renal histopathology was observed at day 6 after GMDTC administration. Results The levels of serum urea, serum creatinine, serum calcium ion, whole blood platinum, serum platinum and renal platinum, and the score of renal tubular injury in the model group were higher than those in the control group (all P<0.05). The 24-hours urinary platinum level at day 1, 3 and 5 after GMDTC administration in the model group was also higher than those in the control group (all P<0.05), and AKI changes were observed in histopathology. The levels of serum urea, serum creatinine, serum calcium ion, whole blood platinum, serum platinum, renal platinum, and renal tubular injury scores of rats in the low- and high-dose groups decreased compared with that in the model group (all P<0.05). The 24-hour urinary platinum levels on the first day after GMDTC administration of rats in the low- and high-dose groups increased compared with that in the model group (all P<0.05), as well as the renal histopathological changes of AKI were improved. However, there was no significant difference in the above-mentioned indicators between the low- and high-dose groups (all P>0.05). Conclusion GMDTC can promote the elimination of platinum in urine, effectively reduce the platinum level in blood and renal tissues, alleviate the pathological damage of renal tubules in rats, and improve the cisplatin-induced AKI.
10.Antibacterial magnesium oxide-calcium phosphate composite coating prepared by combining electrodeposition and sol-gel impregnation
Junjie TAN ; Jiaheng DU ; Zhenyu WEN ; Jiyuan YAN ; Kui HE ; Ke DUAN ; Yiran YIN ; Zhong LI
Chinese Journal of Tissue Engineering Research 2024;28(29):4663-4670
BACKGROUND:Calcium phosphate(CaP)coatings are widely used to improve the integration of titanium implants into bone but these coatings are associated with risks of infection.It is thus desirable to confer antibacterial properties to CaP coatings. OBJECTIVE:To prepare CaP-MgO composite coatings by impregnating magnesium oxide(MgO)sol into CaP coatings and assess the in vitro antibacterial activities and cytocompatibility. METHODS:An electrolyte was determined by titration and used for CaP coating electrodeposition on titanium(referred to as Ti-CaP).MgO was impregnated into the coating by immersing in an MgO sol with different mass fractions(15%,30%,50%)and subsequently calcined to form MgO-CaP composite coatings,which were recorded as Ti-CaP-15Mg,Ti-CaP-30Mg and Ti-CaP-50Mg,respectively.Microstructure,tensile properties,critical load,and Mg2+ release of coatings in vitro were characterized.Antibacterial activity was assayed using spread plate method by culturing S.aureus on the pure titanium sheet surface and Ti-CaP,Ti-Cap-15mg,Ti-Cap-30mg and Ti-Cap-50mg surfaces for 24 and 48 hours.Mouse osteoblast suspension was inoculated on pure titanium sheets and Ti-CaP,Ti-CaP-15Mg,Ti-CaP-30Mg and Ti-CaP-50Mg coated titanium sheets,respectively.Cell proliferation was detected by CCK-8 assay,and cell survival rate was calculated.The morphology of composite coating soaked in DMEM was also observed. RESULTS AND CONCLUSION:(1)Homogeneous,microporous CaP coatings consisting of octacaclium phosphate crystal flakes were prepared on titanium by electrodeposition.After sol impregnation-calcination,MgO aggregates were filled into the inter-flake voids.The extent of MgO filling and Mg concentration in the coating increased with the number of sol impregnation procedures.When immersed in phosphate buffered saline,all composite coatings actively released Mg2+ within 1 day;subsequently,the Mg2+ release slowed down on day 3.A small amount of Mg2+ release was still detected on day 7.The yield strength,tensile strength and fracture growth rate of Ti-CaP-30Mg coated titanium were not significantly different from those of pure titanium(P>0.05).There was no significant difference in the critical load of Ti-CaP,Ti-CaP-15Mg,Ti-CaP-30Mg and Ti-CaP-50Mg groups(P>0.05).(2)Except that pure titanium sheet and Ti-CaP had no antibacterial properties,the other samples had good antibacterial properties,and the antibacterial rate increased with the increase of MgO content in the coating.(3)After 1 and 3 days of co-culture,the cell survival rate of Ti-CaP-15Mg,Ti-CaP-30Mg and Ti-CaP-50Mg groups was lower than that of pure titanium group and Ti-CaP group(P<0.05).After 5 and 7 days of culture,there was no significant difference in cell survival rate among five groups(P>0.05).The content of MgO in the coating decreased gradually with the time of immersion in the medium.(4)The MgO sol impregnation added antibacterial properties to the CaP coatings while retained their biocompatibility.

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