1.Visualization analysis of research hotspots of artificial intelligence in field of spinal cord nerve injury and repair
Bin YANG ; Guangyi TAO ; Shun YANG ; Junjie XU ; Junqing HUANG
Chinese Journal of Tissue Engineering Research 2025;29(4):761-770
BACKGROUND:In recent years,artificial intelligence has gradually emerged and has been applied in various fields such as spinal cord nerve injury and repair,which has a positive impact on clinical treatment. OBJECTIVE:To study the application progress of artificial intelligence in the diagnosis,treatment,and rehabilitation of spinal cord nerve injury and repair,clarify the research hotspots and shortcomings in this field,and provide suggestions for future research work. METHODS:Relevant literature on artificial intelligence in the field of spinal cord nerve injury and repair was retrieved on the Web of Science core collection database until 2023.CiteSpace 6.1.R6 and VOSviewer 1.6.19 software was used to perform general literature analysis,co-citation of literature,co-citation of journals,double image overlay of journals,keyword clustering,and other visual analysis on the literature data. RESULTS AND CONCLUSION:(1)A total of 1 713 articles were selected,and the annual publication volume in this field showed a fluctuating upward trend,with the United States taking the lead,and Kadone and Hideki being the authors with the highest publication volume.ARCH PHYS MED REHAB was the journal with the highest number of citations.(2)Keyword co-occurrence and cluster analysis showed that after removing keywords similar to the search terms,the main keywords were divided into three main clusters:Exoskeleton and exercise rehabilitation(the largest core hotspot);machine learning and neural plasticity;robotics and rehabilitation training.(3)Keyword burst analysis showed that deep learning and artificial intelligence had become burst terms in the past five years.(4)The results of in-depth analysis of co cited and highly cited literature showed that the hotspots of artificial intelligence in the field of spinal cord nerve injury and repair were mainly focused on powered exoskeletons,gaits,electrical nerve stimulation,intracortical brain-computer interface(IBCI),robots,and polymer biomaterials,and neural stem cell.(5)The research on artificial intelligence in the field of spinal cord nerve injury and repair has shown an upward trend in recent years.The focus of this field had gradually shifted from single treatment methods such as exoskeletons and electrical stimulation to intelligent,precise,and personalized directions.(6)There were some limitations in this field,such as the consequences of missing or imbalanced data,low data accuracy and reproducibility,and ethical issues(such as privacy,research transparency,and clinical reliability).Future research should address the issue of data collection,requiring large sample,high-quality clinical datasets to establish effective artificial intelligence models.At the same time,the research on genomics and other mechanisms in this field is very weak.In the future,various machine learning technologies such as brain chips can be used,and gene editing therapy,single-cell spatial transcriptome and other methods can be used to study the basic mechanisms of regeneration-related gene upregulation and axon growth structural protein production.
2.Identification of a natural PLA2 inhibitor from the marine fungus Aspergillus sp. c1 for MAFLD treatment that suppressed lipotoxicity by inhibiting the IRE-1α/XBP-1s axis and JNK signaling.
Yong RAO ; Rui SU ; Chenyan WU ; Xingxing CHAI ; Jinjian LI ; Guanyu YANG ; Junjie WU ; Tingting FU ; Zhongping JIANG ; Zhikai GUO ; Congjun XU ; Ling HUANG
Acta Pharmaceutica Sinica B 2024;14(1):304-318
Lipotoxicity is a pivotal factor that initiates and exacerbates liver injury and is involved in the development of metabolic-associated fatty liver disease (MAFLD). However, there are few reported lipotoxicity inhibitors. Here, we identified a natural anti-lipotoxicity candidate, HN-001, from the marine fungus Aspergillus sp. C1. HN-001 dose- and time- dependently reversed palmitic acid (PA)-induced hepatocyte death. This protection was associated with IRE-1α-mediated XBP-1 splicing inhibition, which resulted in suppression of XBP-1s nuclear translocation and transcriptional regulation. Knockdown of XBP-1s attenuated lipotoxicity, but no additional ameliorative effect of HN-001 on lipotoxicity was observed in XBP-1s knockdown hepatocytes. Notably, the ER stress and lipotoxicity amelioration was associated with PLA2. Both HN-001 and the PLA2 inhibitor MAFP inhibited PLA2 activity, reduced lysophosphatidylcholine (LPC) level, subsequently ameliorated lipotoxicity. In contrast, overexpression of PLA2 caused exacerbation of lipotoxicity and weakened the anti-lipotoxic effects of HN-001. Additionally, HN-001 treatment suppressed the downstream pro-apoptotic JNK pathway. In vivo, chronic administration of HN-001 (i.p.) in mice alleviated all manifestations of MAFLD, including hepatic steatosis, liver injury, inflammation, and fibrogenesis. These effects were correlated with PLA2/IRE-1α/XBP-1s axis and JNK signaling suppression. These data indicate that HN-001 has therapeutic potential for MAFLD because it suppresses lipotoxicity, and provide a natural structural basis for developing anti-MAFLD candidates.
3.Effects of Bazhen Decoction combined with Baizhu Fuzi Decoction on glucose metabolism and estrogen levels in rats with polycystic ovary syndrome
Junjie CHEN ; Xuemei XU ; Yan LI ; Jinying FU
Tianjin Medical Journal 2024;52(2):154-161
Objective To study the regulation effects of Bazhen Decoction combined with Baizhu Fuzi Decoction on glucose metabolism and estrogen level in rats with polycystic ovary syndrome.Methods The rat model of polycystic ovary syndrome was established by subcutaneous injection of human chorionic gonadotropin(HCG)combined with insulin.Rats were randomly divided into the polycystic ovary syndrome group,the Baizhu Fuzi Tang group(6.4 g/kg),the Bazhen Tang group(9.2 g/kg),the Bazhen Tang combined with Baizhu Fuzi Tang group(11.55 g/kg)and the diethylstilbestrol group(0.5 mg/kg).A blank control group(unmodulated rats)was set up with 10 rats in each group.The uterine index of rats was determined and calculated.Fasting blood glucose(FBG),2 h postprandish blood glucose(2 h PBG)and fasting insulin(FINS)were determined and insulin sensitivity index(ISI)and insulin resistance index(IR)were calculated.Serum estradiol(E2),testosterone(T),luteinizing hormone(LH),follicle stimulating hormone(FSH),prolactin(PRL),anti-Mullerian tube hormone(AMH)and insulin-like growth factor 1(IGF-1),C-reactive protein(CRP),interleukin(IL)-6,tumor necrosis factor(TNF)-α,total peroxidase activity(T-AOC),superoxide dismutase(SOD)and malondialdehyde(MDA)levels in ovarian tissue were detected by enzyme-linked immunosorbent assay(ELISA).The pathological changes of ovarian tissue were detected by hematoxylin-eosin(HE)staining.Real-time quantitative polymerase chain reaction(qPCR)was used to determine mRNA levels of ARA70,CBP,SCR1 and HOXA10 in endometrium and mRNA expressions of AMPK,GLUT4 and PPARγ in ovarian tissue.Western blot assay was used to determine expression levels of AMPK,GLUT4 and PPARγ in ovarian tissue.Results Compared with the polycystic ovary syndrome group,uterine index,FINS,FBG,2 h PBG,IR levels,serum T,LH,FSH,PRL,AMH,IGF-1 levels,ovarian tissue CRP,IL-6,TNF-α,T-AOC and MDA level,endometrial ARA70,CBP,SCR1 mRNA level of rats decreased significantly in the Baizhu Fuzi decoction group,the Bazhen decoction group and the Bazhen decoction combined with Baizhu Fuzi decoction group(P<0.05).ISI level,serum E2 level,ovarian tissue SOD level,endometrial HOXA10 mRNA level,ovarian tissue AMPK,GLUT4 and PPARγ mRNA and protein levels were significantly increased(P<0.05).The above indexes were significantly changed in the Bazhen decoction and Bazhu Fuzi decoction group than those of the Bazhu Fuzi decoction group and the Bazhen decoction group(P<0.05).Conclusion Bazhen Decoction combined with Baizhu Fuzi Decoction can regulate glucose metabolism,inhibit ovarian tissue oxidation and inflammatory damage,improve endometrium tolerance,regulate estrogen level,and improve the progression of polycystic ovary syndrome in rats.The mechanism may be related to the regulation of AMPK/GLUT4/PPARγ pathway.
4.Metformin:A promising clinical therapeutical approach for BPH treatment via inhibiting dysregulated steroid hormones-induced prostatic epithelial cells proliferation
Tingting YANG ; Jiayu YUAN ; Yuting PENG ; Jiale PANG ; Zhen QIU ; Shangxiu CHEN ; Yuhan HUANG ; Zhenzhou JIANG ; Yilin FAN ; Junjie LIU ; Tao WANG ; Xueyan ZHOU ; Sitong QIAN ; Jinfang SONG ; Yi XU ; Qian LU ; Xiaoxing YIN
Journal of Pharmaceutical Analysis 2024;14(1):52-68
The occurrence of benign prostate hyperplasia(BPH)was related to disrupted sex steroid hormones,and metformin(Met)had a clinical response to sex steroid hormone-related gynaecological disease.How-ever,whether Met exerts an antiproliferative effect on BPH via sex steroid hormones remains unclear.Here,our clinical study showed that along with prostatic epithelial cell(PEC)proliferation,sex steroid hormones were dysregulated in the serum and prostate of BPH patients.As the major contributor to dysregulated sex steroid hormones,elevated dihydrotestosterone(DHT)had a significant positive rela-tionship with the clinical characteristics of BPH patients.Activation of adenosine 5'-monophosphate(AMP)-activated protein kinase(AMPK)by Met restored dysregulated sex steroid hormone homeostasis and exerted antiproliferative effects against DHT-induced proliferation by inhibiting the formation of androgen receptor(AR)-mediated Yes-associated protein(YAP1)-TEA domain transcription factor(TEAD4)heterodimers.Met's anti-proliferative effects were blocked by AMPK inhibitor or YAP1 over-expression in DHT-cultured BPH-1 cells.Our findings indicated that Met would be a promising clinical therapeutic approach for BPH by inhibiting dysregulated steroid hormone-induced PEC proliferation.
5.Research on the High-Quality Development Path of Tertiary Public Hospitals Based on fsQCA
Na XU ; Lingfeng XU ; Lifang ZHOU ; Junjie NIU ; Zihan LANG ; Yixuan WU ; Xiaoli JIANG ; Haibo PENG ; Wenqiang YIN ; Chengliang YIN ; Qianqian YU
Chinese Hospital Management 2024;44(10):5-9
Objective To explore the high-quality development path of tertiary public hospitals and provide scientific reference for deepening the reform of public hospitals.Methods Based on SPO theory,it constructed an analytical framework for the high-quality development of tertiary public hospitals,collected data of a quarterly monitoring in-dex for the performance assessment and high-quality development of tertiary public hospitals in a certain province in 2023,and analysed 73 tertiary public hospitals participating in the performance assessment as the object of analy-sis,and adopted the fuzzy-set Qualitative Comparative Analysis to explore different condition sets of high-quality de-velopment of tertiary public hospitals and reveal the path of high-quality development of public hospitals.Results High-quality development is the result of multi-factor interaction.Four configurations were identified to promote the high-quality development of tertiary public hospitals:service quality-technology-driven path,service quality-driven path,comprehensive service-driven path,and service quality-benefit-driven path.Quality safety and functional orientation were found to be the core elements in promoting high-quality development of public hospitals.Conclusion Hospitals at all levels should strengthen the guidance of party building,combine with the actual functional positioning,take quality and safety as the core,and optimize the combination conditions of technical level,personnel structure,service process,and cost control.It is essential to clarify the development strategy of hospitals,implement the dynamic concept,and realize the high-quality development of public hospitals.
6.Study on the Current Situation Evaluation and Countermeasures of High-Quality Development of Tertiary Public Hospitals in S Province
Zihan LANG ; Yixuan WU ; Zhenhua LIU ; Lifang ZHOU ; Junjie NIU ; Na XU ; Lingfeng XU ; Wenqiang YIN ; Qianqian YU
Chinese Hospital Management 2024;44(10):10-14
Objective To empirically analyze the status quo of high-quality development of public hospitals in S Province,provides reference for promoting high-quality development of public hospitals.Methods SPSS 26.0 soft-ware and text analysis method were used to process the high-quality development monitoring data of tertiary public hospitals in S Province,and the qualitative interview results obtained by field investigation were comprehensively ana-lyzed.Results In terms of capacity improvement,public hospitals actively take measures such as the construction of medical union and the reform of payment methods to improve their capacity.Specialized hospitals and maternity and child care hospitals need to be improved in some indicators.In terms of structural optimization,the quality of medi-cal services is high in all regions.The proportion of medical service revenue and the proportion of high-grade surgery still need to be increased.In terms of innovation and efficiency improvement,the application level of electronic medi-cal records has made remarkable progress in various regions.There are differences in the funding of scientific re-search projects.In terms of cultural cohesion,patient satisfaction was higher.There is improvement room in the satisfaction of medical staff.Conclusion Third-level public hospitals in S province have achieved certain results in high-quality de-velopment,but there are still problems,such as the need to further integrate party building work with hospital busi-ness work,the lack of connection between performance incentive and performance evaluation index system,and the need to improve the satisfaction of medical staff.It is necessary to solve the problem and improve the quality and efficiency of medical service.
7.Policy Text Analysis of"Internet+Nursing Service"Policies in the Context of High-Quality Development of Public Hospitals
Yixuan WU ; Zihan LANG ; Junjie NIU ; Lifang ZHOU ; Na XU ; Lingfeng XU ; Qianqian YU
Chinese Hospital Management 2024;44(10):15-19
Objective To sort out and quantitatively evaluate the policies of"Internet+Nursing Service",and provide reference for the formulation and improvement of policies.Methods It uses ROST CM 6.0 software to mine the text data of 6"Internet+Nursing service"policies,constructs Policy Modeling Consistency(PMC)index model,and uses 9 first-class variables and 43 second-class variables to quantitatively evaluate the"Internet+Nursing service"policies.Results Among the 6 policies,1 policies were of good grade,5 policies were of acceptable grade,and the mean value of PMC index was 6.40,which was at the level of qualified or above,with higher scores on the primary variables X7 policy tools(0.95),X1 policy nature(0.92)and X9 policy evaluation(0.83),and lower scores on X8 incentive methods(0.63),X2 issuing organizations(0.58),and X5 policy timeliness(0.25).Conclusion The construction of the policy framework of"Internet+Nursing Service"in China is in the exploratory stage,and there is still room for improvement.It is recommended to improve the continuity and standardization of"Internet+Nursing Service"through rational planning of policy timing,comprehensive implementation of division of labour and coordination,and adoption of diversified incentives,etc.,so as to facilitate the high-quality development of public hospitals.
8.Research on the High-Quality Development Path of Tertiary Public Hospitals Based on fsQCA
Na XU ; Lingfeng XU ; Lifang ZHOU ; Junjie NIU ; Zihan LANG ; Yixuan WU ; Xiaoli JIANG ; Haibo PENG ; Wenqiang YIN ; Chengliang YIN ; Qianqian YU
Chinese Hospital Management 2024;44(10):5-9
Objective To explore the high-quality development path of tertiary public hospitals and provide scientific reference for deepening the reform of public hospitals.Methods Based on SPO theory,it constructed an analytical framework for the high-quality development of tertiary public hospitals,collected data of a quarterly monitoring in-dex for the performance assessment and high-quality development of tertiary public hospitals in a certain province in 2023,and analysed 73 tertiary public hospitals participating in the performance assessment as the object of analy-sis,and adopted the fuzzy-set Qualitative Comparative Analysis to explore different condition sets of high-quality de-velopment of tertiary public hospitals and reveal the path of high-quality development of public hospitals.Results High-quality development is the result of multi-factor interaction.Four configurations were identified to promote the high-quality development of tertiary public hospitals:service quality-technology-driven path,service quality-driven path,comprehensive service-driven path,and service quality-benefit-driven path.Quality safety and functional orientation were found to be the core elements in promoting high-quality development of public hospitals.Conclusion Hospitals at all levels should strengthen the guidance of party building,combine with the actual functional positioning,take quality and safety as the core,and optimize the combination conditions of technical level,personnel structure,service process,and cost control.It is essential to clarify the development strategy of hospitals,implement the dynamic concept,and realize the high-quality development of public hospitals.
9.Study on the Current Situation Evaluation and Countermeasures of High-Quality Development of Tertiary Public Hospitals in S Province
Zihan LANG ; Yixuan WU ; Zhenhua LIU ; Lifang ZHOU ; Junjie NIU ; Na XU ; Lingfeng XU ; Wenqiang YIN ; Qianqian YU
Chinese Hospital Management 2024;44(10):10-14
Objective To empirically analyze the status quo of high-quality development of public hospitals in S Province,provides reference for promoting high-quality development of public hospitals.Methods SPSS 26.0 soft-ware and text analysis method were used to process the high-quality development monitoring data of tertiary public hospitals in S Province,and the qualitative interview results obtained by field investigation were comprehensively ana-lyzed.Results In terms of capacity improvement,public hospitals actively take measures such as the construction of medical union and the reform of payment methods to improve their capacity.Specialized hospitals and maternity and child care hospitals need to be improved in some indicators.In terms of structural optimization,the quality of medi-cal services is high in all regions.The proportion of medical service revenue and the proportion of high-grade surgery still need to be increased.In terms of innovation and efficiency improvement,the application level of electronic medi-cal records has made remarkable progress in various regions.There are differences in the funding of scientific re-search projects.In terms of cultural cohesion,patient satisfaction was higher.There is improvement room in the satisfaction of medical staff.Conclusion Third-level public hospitals in S province have achieved certain results in high-quality de-velopment,but there are still problems,such as the need to further integrate party building work with hospital busi-ness work,the lack of connection between performance incentive and performance evaluation index system,and the need to improve the satisfaction of medical staff.It is necessary to solve the problem and improve the quality and efficiency of medical service.
10.Policy Text Analysis of"Internet+Nursing Service"Policies in the Context of High-Quality Development of Public Hospitals
Yixuan WU ; Zihan LANG ; Junjie NIU ; Lifang ZHOU ; Na XU ; Lingfeng XU ; Qianqian YU
Chinese Hospital Management 2024;44(10):15-19
Objective To sort out and quantitatively evaluate the policies of"Internet+Nursing Service",and provide reference for the formulation and improvement of policies.Methods It uses ROST CM 6.0 software to mine the text data of 6"Internet+Nursing service"policies,constructs Policy Modeling Consistency(PMC)index model,and uses 9 first-class variables and 43 second-class variables to quantitatively evaluate the"Internet+Nursing service"policies.Results Among the 6 policies,1 policies were of good grade,5 policies were of acceptable grade,and the mean value of PMC index was 6.40,which was at the level of qualified or above,with higher scores on the primary variables X7 policy tools(0.95),X1 policy nature(0.92)and X9 policy evaluation(0.83),and lower scores on X8 incentive methods(0.63),X2 issuing organizations(0.58),and X5 policy timeliness(0.25).Conclusion The construction of the policy framework of"Internet+Nursing Service"in China is in the exploratory stage,and there is still room for improvement.It is recommended to improve the continuity and standardization of"Internet+Nursing Service"through rational planning of policy timing,comprehensive implementation of division of labour and coordination,and adoption of diversified incentives,etc.,so as to facilitate the high-quality development of public hospitals.

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