1.Research progress of artificial intelligence in the diagnosis, treatment and prognosis of retinal detachment
Bingxing LU ; Qianyin CHEN ; Jinglin ZHANG
International Eye Science 2025;25(3):434-439
The application of artificial intelligence(AI)in the medical field, particularly for predicting, diagnosing and treating retinal detachment(RD), has made remarkable achievements. This paper reviews the advancements in AI applications for RD across multiple dimensions, including predicting RD incidence, assessing surgical success rates, forecasting postoperative visual outcomes, and evaluating recurrence rates. In diagnostic support, AI technology has demonstrated significant value, especially in ophthalmic imaging, with applications in the intelligent analysis of ultra-wide-angle fundus photography, optical coherence tomography(OCT), ophthalmologic ultrasound images, and AI chatbots models. Furthermore, AI has proven uniquely beneficial in surgical decision-making, robotic-assisted surgical systems, and the assessment of surgical complications. This paper provides a comprehensive overview of the current state of AI applications in RD, underscoring its potential to address numerous challenges in clinical practice. It also explores existing limitations and offers insights into future directions for development in this field.
2.Research progress of artificial intelligence in the diagnosis, treatment and prognosis of retinal detachment
Bingxing LU ; Qianyin CHEN ; Jinglin ZHANG
International Eye Science 2025;25(3):434-439
The application of artificial intelligence(AI)in the medical field, particularly for predicting, diagnosing and treating retinal detachment(RD), has made remarkable achievements. This paper reviews the advancements in AI applications for RD across multiple dimensions, including predicting RD incidence, assessing surgical success rates, forecasting postoperative visual outcomes, and evaluating recurrence rates. In diagnostic support, AI technology has demonstrated significant value, especially in ophthalmic imaging, with applications in the intelligent analysis of ultra-wide-angle fundus photography, optical coherence tomography(OCT), ophthalmologic ultrasound images, and AI chatbots models. Furthermore, AI has proven uniquely beneficial in surgical decision-making, robotic-assisted surgical systems, and the assessment of surgical complications. This paper provides a comprehensive overview of the current state of AI applications in RD, underscoring its potential to address numerous challenges in clinical practice. It also explores existing limitations and offers insights into future directions for development in this field.
3.Huanglian Jiedu decoction combined with Xijiao Dihuang decoction for the treatment of psoriasis via influencing fibroblast activation-mediated keratinocyte proliferation: a mechanistic study
Youhua PENG ; Guiyun GAO ; Chao LIU ; Jinglin LI ; Mengyao ZHANG ; Jing DAI ; Yao CHEN ; Junqi LIU ; Xudong WANG
Chinese Journal of Dermatology 2025;58(11):1064-1074
Objective:To explore the mechanisms of action of Huanglian Jiedu decoction combined with Xijiao Dihuang decoction (HLJDT-XJDH) in regulating fibroblasts in the treatment of psoriasis. Methods:A mouse model of psoriasis was established by topical application of imiquimod 5% cream on the shaved back; HLJDT-XJDH at different doses of 7.7 and 30.6 g/kg was administered via gavage for intervention, and methotrexate (2 mg/kg) served as a positive control; after 7 days, the severity of skin lesions was assessed using the psoriasis area and severity index (PASI), while histopathological changes of skin tissues were evaluated using hematoxylin-eosin (HE) staining and Baker scoring. For in vitro experiments, fibroblasts were divided into a control group, a model group, a low-dose (5% drug-containing serum) intervention group, and a high-dose (20% drug-containing serum) intervention group; cells in the control group were cultured with 20% normal rat serum for 24 hours; in the model group, cells cultured with 20% normal rat serum were stimulated with 5 ng/ml tumor necrosis factor (TNF) -α and 50 ng/ml interleukin (IL) -17A for 24 hours to mimic fibroblasts during the occurrence of psoriasis; cells in the low- and high-dose intervention groups received the same stimulation as the model group, and were cultured for 24 hours with 5% and 20% HLJDT-XJDH-containing serum, respectively, but not with the 20% normal rat serum. After the above treatment, these cells were co-cultured with keratinocytes (HaCaT cells) using a Transwell system. In addition, on the basis of the control group, fibroblasts were divided into the model group, 20% drug-containing serum intervention group, and 20% drug-containing serum intervention + OE-SFRP2 group; TNF-α and IL-17A were used to stimulate the cells to simulate the psoriatic state; the treatment in the 20% drug-containing serum intervention group was carried out as previously described; in the 20% drug-containing serum intervention + OE-SFRP2 group, cells were transfected with the vector for 48 hours to establish an overexpression model, followed by culture with 20% drug-containing serum for 24 hours, without co-culture with HaCaT cells.. Cell counting kit-8 (CCK-8) assay was performed to assess cell viability, flow cytometry to measure apoptosis rates, enzyme-linked immunosorbent assay (ELISA) to detect levels of inflammatory cytokines (TNF-α, IL-1β, IL-6) as well as chemokine ligand (CXCL) 1 and CXCL12 in mouse serum or cell culture supernatant, qPCR to determine the mRNA expression of inflammatory cytokines, chemokines, cell cycle- and proliferation-related factors, as well as SFRP2 in mouse skin tissues or cells, and Western blot analysis to determine the protein expression of SFRP2, Wnt3a, and β-catenin in fibroblasts. One-way analysis of variance was employed for intergroup comparisons, and post-hoc analysis was conducted using Tukey's test. Results:In vivo mouse experiments showed that compared with the normal control group, the model group exhibited typical psoriatic characteristics in skin morphology, including significant inflammatory infiltration in skin tissues and marked epidermal thickening; compared with the normal control group, the serum levels of TNF-α (531.16 ± 28.27 pg/ml vs. 239.58 ± 10.39 pg/ml), IL-1β (111.40 ± 5.16 pg/ml vs. 80.35 ± 3.87 pg/ml), and IL-6 (109.17 ± 4.84 pg/ml vs. 71.73 ± 2.04 pg/ml) significantly increased in the model group, along with their mRNA expression levels in mouse skin tissues (all P < 0.001) ; compared with the model group, the treatment group showed alleviated psoriatic manifestations, and significant reductions in the levels of inflammatory factors TNF-α (low-dose, high-dose, and positive control groups: 420.80 ± 29.30 pg/ml, 322.33 ± 9.40 pg/ml, 322.97 ± 12.16 pg/ml, respectively), IL-1β (98.69 ± 4.49 pg/ml, 89.02 ± 1.56 pg/ml, 88.88 ± 2.08 pg/ml, respectively), and IL-6 (94.07 ± 3.76 pg/ml, 80.54 ± 3.30 pg/ml, 83.21 ± 3.18 pg/ml, respectively), as well as in their mRNA expression levels (all P < 0.001). In in vitro fibroblast experiments, compared with the control group, the model group exhibited a significant elevation in the supernatant levels of IL-1β (126.42 ± 3.56 pg/ml vs. 34.81 ± 0.44 pg/ml), IL-6 (459.44 ± 9.35 pg/ml vs. 115.51 ± 7.26 pg/ml), CXCL1 (2 434.88 ± 127.63 pg/ml vs. 762.85 ± 30.60 pg/ml) and CXCL12 (3 542.14 ± 35.86 pg/ml vs. 2 095.86 ± 45.12 pg/ml), the expression levels of their mRNAs (all P < 0.001), as well as the protein expression levels of SFRP2, Wnt3a, and β-catenin; after intervention with HLJDT-XJDH-containing serum, all the above indices significantly decreased (all P < 0.001). However, when 20% drug-containing serum intervention was administered simultaneously, the expression of inflammatory factors and chemokines in fibroblasts was significantly higher in the SFRP2 overexpression group than in the non-overexpression group (all P < 0.01). When fibroblasts were co-cultured with HaCaT cells, the model group showed significantly increased cell viability but a decreased apoptosis rate of HaCaT cells compared with the control group, while the low- and high-dose intervention groups showed significantly decreased cell viability but increased apoptosis rates of HaCaT cells compared with the model group (all P < 0.05) . Conclusion:HLJDT-XJDH may exert therapeutic effects in psoriasis by downregulating the SFRP2/Wnt/β-catenin signaling pathway, thereby inhibiting fibroblast activation and inflammatory process, which subsequently suppresses the proliferation of keratinocytes and the activation of inflammatory cells.
4.Development and application of fully automated intelligent intravenous medication dispensing robot ML300 in Pharmacy Intravenous Admixture Services
Guanyuan WANG ; Wenli LI ; Jinglin LIU ; Jie ZHANG
Chinese Journal of Tissue Engineering Research 2025;29(34):7362-7368
BACKGROUND:Dispensing robots have many advantages such as high accuracy,high efficiency,and ensuring a sterile environment,and are playing an increasingly important role in the medical field.OBJECTIVE:To investigate the development and application of ML300,a fully automated intelligent intravenous medication dispensing robot,in intravenous medication dispensing centers.METHODS:From June 1 to 30,2024,100 prescriptions of Pharmacy Intravenous Admixture Services of Tianjin Medical University Cancer Hospital containing three kinds of drugs:omeprazole sodium for injection,vitamin C injection,and magnesium isoglycyrrhizate were taken.According to the different methods of prescription configuration,they were divided into a control group(n=100)and an experimental group(n=100).The control group used an artificial simulated clinical work mode to prepare the above three drugs,and the operation was completed by several people;the experimental group used the fully automatic intelligent intravenous medication preparation robot ML300 to prepare the above three drugs,and the operation was completed by one person.The two groups were compared in terms of the dispensing efficiency,the amount of drug residue,the pass rate of insoluble particles,and the microbial detection rate in the configuration of the above three drugs.RESULTS AND CONCLUSION:The dispensing efficiency and pass rate of insoluble particles of the three drugs in the experimental group were higher than those of the control group(P<0.001),and the drug residue and microbial detection rate were lower than those of the control group(P<0.001).Taking Omeprazole Sodium for Injection,Vitamin C Injection,and Magnesium Isoglycyrrhizate as examples,ML300 can improve the dispensing efficiency and optimize the dispensing quality of Pharmacy Intravenous Admixture Services staffs.
5.Development and application of fully automated intelligent intravenous medication dispensing robot ML300 in Pharmacy Intravenous Admixture Services
Guanyuan WANG ; Wenli LI ; Jinglin LIU ; Jie ZHANG
Chinese Journal of Tissue Engineering Research 2025;29(34):7362-7368
BACKGROUND:Dispensing robots have many advantages such as high accuracy,high efficiency,and ensuring a sterile environment,and are playing an increasingly important role in the medical field.OBJECTIVE:To investigate the development and application of ML300,a fully automated intelligent intravenous medication dispensing robot,in intravenous medication dispensing centers.METHODS:From June 1 to 30,2024,100 prescriptions of Pharmacy Intravenous Admixture Services of Tianjin Medical University Cancer Hospital containing three kinds of drugs:omeprazole sodium for injection,vitamin C injection,and magnesium isoglycyrrhizate were taken.According to the different methods of prescription configuration,they were divided into a control group(n=100)and an experimental group(n=100).The control group used an artificial simulated clinical work mode to prepare the above three drugs,and the operation was completed by several people;the experimental group used the fully automatic intelligent intravenous medication preparation robot ML300 to prepare the above three drugs,and the operation was completed by one person.The two groups were compared in terms of the dispensing efficiency,the amount of drug residue,the pass rate of insoluble particles,and the microbial detection rate in the configuration of the above three drugs.RESULTS AND CONCLUSION:The dispensing efficiency and pass rate of insoluble particles of the three drugs in the experimental group were higher than those of the control group(P<0.001),and the drug residue and microbial detection rate were lower than those of the control group(P<0.001).Taking Omeprazole Sodium for Injection,Vitamin C Injection,and Magnesium Isoglycyrrhizate as examples,ML300 can improve the dispensing efficiency and optimize the dispensing quality of Pharmacy Intravenous Admixture Services staffs.
6.Huanglian Jiedu decoction combined with Xijiao Dihuang decoction for the treatment of psoriasis via influencing fibroblast activation-mediated keratinocyte proliferation: a mechanistic study
Youhua PENG ; Guiyun GAO ; Chao LIU ; Jinglin LI ; Mengyao ZHANG ; Jing DAI ; Yao CHEN ; Junqi LIU ; Xudong WANG
Chinese Journal of Dermatology 2025;58(11):1064-1074
Objective:To explore the mechanisms of action of Huanglian Jiedu decoction combined with Xijiao Dihuang decoction (HLJDT-XJDH) in regulating fibroblasts in the treatment of psoriasis. Methods:A mouse model of psoriasis was established by topical application of imiquimod 5% cream on the shaved back; HLJDT-XJDH at different doses of 7.7 and 30.6 g/kg was administered via gavage for intervention, and methotrexate (2 mg/kg) served as a positive control; after 7 days, the severity of skin lesions was assessed using the psoriasis area and severity index (PASI), while histopathological changes of skin tissues were evaluated using hematoxylin-eosin (HE) staining and Baker scoring. For in vitro experiments, fibroblasts were divided into a control group, a model group, a low-dose (5% drug-containing serum) intervention group, and a high-dose (20% drug-containing serum) intervention group; cells in the control group were cultured with 20% normal rat serum for 24 hours; in the model group, cells cultured with 20% normal rat serum were stimulated with 5 ng/ml tumor necrosis factor (TNF) -α and 50 ng/ml interleukin (IL) -17A for 24 hours to mimic fibroblasts during the occurrence of psoriasis; cells in the low- and high-dose intervention groups received the same stimulation as the model group, and were cultured for 24 hours with 5% and 20% HLJDT-XJDH-containing serum, respectively, but not with the 20% normal rat serum. After the above treatment, these cells were co-cultured with keratinocytes (HaCaT cells) using a Transwell system. In addition, on the basis of the control group, fibroblasts were divided into the model group, 20% drug-containing serum intervention group, and 20% drug-containing serum intervention + OE-SFRP2 group; TNF-α and IL-17A were used to stimulate the cells to simulate the psoriatic state; the treatment in the 20% drug-containing serum intervention group was carried out as previously described; in the 20% drug-containing serum intervention + OE-SFRP2 group, cells were transfected with the vector for 48 hours to establish an overexpression model, followed by culture with 20% drug-containing serum for 24 hours, without co-culture with HaCaT cells.. Cell counting kit-8 (CCK-8) assay was performed to assess cell viability, flow cytometry to measure apoptosis rates, enzyme-linked immunosorbent assay (ELISA) to detect levels of inflammatory cytokines (TNF-α, IL-1β, IL-6) as well as chemokine ligand (CXCL) 1 and CXCL12 in mouse serum or cell culture supernatant, qPCR to determine the mRNA expression of inflammatory cytokines, chemokines, cell cycle- and proliferation-related factors, as well as SFRP2 in mouse skin tissues or cells, and Western blot analysis to determine the protein expression of SFRP2, Wnt3a, and β-catenin in fibroblasts. One-way analysis of variance was employed for intergroup comparisons, and post-hoc analysis was conducted using Tukey's test. Results:In vivo mouse experiments showed that compared with the normal control group, the model group exhibited typical psoriatic characteristics in skin morphology, including significant inflammatory infiltration in skin tissues and marked epidermal thickening; compared with the normal control group, the serum levels of TNF-α (531.16 ± 28.27 pg/ml vs. 239.58 ± 10.39 pg/ml), IL-1β (111.40 ± 5.16 pg/ml vs. 80.35 ± 3.87 pg/ml), and IL-6 (109.17 ± 4.84 pg/ml vs. 71.73 ± 2.04 pg/ml) significantly increased in the model group, along with their mRNA expression levels in mouse skin tissues (all P < 0.001) ; compared with the model group, the treatment group showed alleviated psoriatic manifestations, and significant reductions in the levels of inflammatory factors TNF-α (low-dose, high-dose, and positive control groups: 420.80 ± 29.30 pg/ml, 322.33 ± 9.40 pg/ml, 322.97 ± 12.16 pg/ml, respectively), IL-1β (98.69 ± 4.49 pg/ml, 89.02 ± 1.56 pg/ml, 88.88 ± 2.08 pg/ml, respectively), and IL-6 (94.07 ± 3.76 pg/ml, 80.54 ± 3.30 pg/ml, 83.21 ± 3.18 pg/ml, respectively), as well as in their mRNA expression levels (all P < 0.001). In in vitro fibroblast experiments, compared with the control group, the model group exhibited a significant elevation in the supernatant levels of IL-1β (126.42 ± 3.56 pg/ml vs. 34.81 ± 0.44 pg/ml), IL-6 (459.44 ± 9.35 pg/ml vs. 115.51 ± 7.26 pg/ml), CXCL1 (2 434.88 ± 127.63 pg/ml vs. 762.85 ± 30.60 pg/ml) and CXCL12 (3 542.14 ± 35.86 pg/ml vs. 2 095.86 ± 45.12 pg/ml), the expression levels of their mRNAs (all P < 0.001), as well as the protein expression levels of SFRP2, Wnt3a, and β-catenin; after intervention with HLJDT-XJDH-containing serum, all the above indices significantly decreased (all P < 0.001). However, when 20% drug-containing serum intervention was administered simultaneously, the expression of inflammatory factors and chemokines in fibroblasts was significantly higher in the SFRP2 overexpression group than in the non-overexpression group (all P < 0.01). When fibroblasts were co-cultured with HaCaT cells, the model group showed significantly increased cell viability but a decreased apoptosis rate of HaCaT cells compared with the control group, while the low- and high-dose intervention groups showed significantly decreased cell viability but increased apoptosis rates of HaCaT cells compared with the model group (all P < 0.05) . Conclusion:HLJDT-XJDH may exert therapeutic effects in psoriasis by downregulating the SFRP2/Wnt/β-catenin signaling pathway, thereby inhibiting fibroblast activation and inflammatory process, which subsequently suppresses the proliferation of keratinocytes and the activation of inflammatory cells.
7.Discussion on the medication law of wind drugs in Pi Wei Lun based on data mining
Jinglin PAN ; Qing ZHANG ; Xiaoxia ZHU ; Fengbin LIU ; Shiyin FENG
International Journal of Traditional Chinese Medicine 2024;46(6):773-777
Objective:To explore the medication law of wind drugs in Pi Wei Lun; To provide reference for the clinical application of wind drugs in the diagnosis and treatment of diseases. Methods:Through searching the prescriptions with wind drugs in Pi Wei Lun, wind drugs and the dosages were extracted. SPSS 25.0 software was used for descriptive statistics of wind drugs data. Traditional Chinese Medicine Inheritance Calculation Platform V3.0 was used for frequency statistics, dosage statistics and association rule analysis of Chinese materia medica. Results:Totally 40 prescriptions were included (40/61, 65.57%), involving 14 kinds of Chinese materia medica, mainly including Cimicifugae Rhizoma, Bupleuri Radix, Notopterygii Rhizoma et Radix, Saposhnikoviae Radix, Zingiberis Rhizoma Recens and so on. The ancient dosage of wind drugs was 0.68 g to 4.00 g, and the maximum was 8 g and the minimum was 0.09 g. However,the modern dosage was 3-10 g. The dosage ratio of commonly used of wind drugs was 3%-60%, and its efficacy varied. Through the analysis of association rules algorithm, the study gained 25 medicinal pairs, and the group Cimicifugae Rhizoma-Bupleuri Radix acquired the highest supporting degree. Under the conditions of a confidence level of 75% and support levels of 10%, 15%, and 20%, there were 14, 7, and 3 drug association rules, respectively. The efficacy of commonly used wind drugs varied depending on their ratio.Conclusion:Li Dongyuan attached great importance to develop and ascend the yang of spleen so that he used wind drugs more often for ascending yang, supplementing the original qi, dispelling wind, dispelling dampness, dissipating heat, resolving depression, purging the liver, relaxing the bowels, unblock the orifices and directing meridians.
8.Exploration of Public Hospitals Network Public Opinion,Disposition System Construction Based on Hazard Vulnerability Analysis
Jinglin YANG ; Tiezheng WANG ; Rui YAO ; Liming WANG ; Hao ZHANG ; Peng CAO ; Junfeng YUAN ; Xiaofeng SHAO
Chinese Hospital Management 2024;44(11):88-90
In the all-media era,online public opinion events are causing more and more trouble to the healthcare industry,and public hospitals in this situation are facing a severe test in terms of online public opinion management,which is generally problematic.It introduces the hospital network public opinion governance strategies and methods based on hazard vulnerability analysis of Peking University People's Hospital and explores a practical and feasible hos-pital online public opinion management model from the aspects of public opinion risk identification,public opinion management system construction,and improvement of departmental management level,to enhance the level of hospital public opinion governance,with a view to reducing and avoiding negative impacts on the hospital caused by online public opinion events,building a harmonious doctor-patient relationship,and improving the work of medical services.The aim is to reduce and avoid the negative impact of online public opinion events on the hospital,to build a harmonious doctor-patient relationship and improve medical services.
9.Exploration of Public Hospitals Network Public Opinion,Disposition System Construction Based on Hazard Vulnerability Analysis
Jinglin YANG ; Tiezheng WANG ; Rui YAO ; Liming WANG ; Hao ZHANG ; Peng CAO ; Junfeng YUAN ; Xiaofeng SHAO
Chinese Hospital Management 2024;44(11):88-90
In the all-media era,online public opinion events are causing more and more trouble to the healthcare industry,and public hospitals in this situation are facing a severe test in terms of online public opinion management,which is generally problematic.It introduces the hospital network public opinion governance strategies and methods based on hazard vulnerability analysis of Peking University People's Hospital and explores a practical and feasible hos-pital online public opinion management model from the aspects of public opinion risk identification,public opinion management system construction,and improvement of departmental management level,to enhance the level of hospital public opinion governance,with a view to reducing and avoiding negative impacts on the hospital caused by online public opinion events,building a harmonious doctor-patient relationship,and improving the work of medical services.The aim is to reduce and avoid the negative impact of online public opinion events on the hospital,to build a harmonious doctor-patient relationship and improve medical services.
10.Continuous renal replacement therapy for neonatal hyperammonemia: 10 cases experience
Junzi HUANG ; Zhiyong LIU ; Jinglin XU ; Weifeng ZHANG ; Xiaoqing LI ; Dongmei CHEN
Chinese Journal of Neonatology 2024;39(3):162-167
Objective:To study clinical outcomes, genetic etiology, efficacy and safety of continuous renal replacement therapy (CRRT) for neonatal hyperammonemia.Methods:From September 2016 to June 2023, neonates with hyperammonemia receiving CRRT in NICU of our hospital were retrospectively analyzed. Their perinatal conditions, clinical manifestations, laboratory results, genetic tests, treatments and outcomes were collected. The patients were assigned into survival group and death group according to their conditions at discharge. SPSS 22.0 statistical software was used to analyze the differences between the two groups.Results:A total of 10 patients were enrolled, including 8 males and 2 females. The gestational age was 39.3(38.2,39.8)weeks and birth weight 3 300(3 050, 3 583) g. The age of onset was 2.0(2.0, 4.3) d. The main clinical manifestations included seizures, coma and high blood ammonia level (up to 586-1 250 μmol/L). The patients received CRRT at 3.0(2.0, 8.3) d of age and CRRT lasted for 20.5(16.5, 42.8) h. Before CRRT, average time of coma was 10.0(3.5, 12.8) h and the total duration of coma was 20.5(12.5, 29.0) h. After CRRT, blood ammonia decreased (52.6±22.2) μmol/L every hour for 6 h. The genetic tests showed ornithine transcarbamylase deficiency in 5 cases, methylmalonic acidemia in 2 cases, propionic acidemia in 1 case, carnitine acylcarnitine translocase deficiency in 1 case and transient hyperammonemia in 1 case. 6 patients survived. 4 patients died at discharge, including 2 withdrawal treatment. The duration of coma before CRRT and the total duration of coma in the death group were significantly longer than the survival group ( P<0.05). Conclusions:Inborn metabolic error are common causes of neonatal hyperammonemia. Timely CRRT can safely and effectively reduce blood ammonia levels and may improve clinical outcomes.

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