1.Construction of a decision tree model for the severity of optic nerve injury in patients with primary open-angle glaucoma based on the levels of interleukin-6 and interleukin-2 in aqueous humor
Gaojun HE ; Xiaofeng XU ; Mingjiang LI
International Eye Science 2025;25(3):384-389
AIM: To investigate the relationship between the levels of interleukin-6(IL-6)and IL-2 in aqueous humor and the severity of optic nerve injury in patients with primary open-angle glaucoma(POAG), and to construct a decision tree model for the severity of optic nerve injury in POAG patients.METHODS: A prospective study was conducted on 107 patients(107 eyes)with POAG who were admitted to the hospital from May 2021 to October 2023. According to the mean defect(MD)value, the degree of optic nerve injury was judged and divided into three groups: mild, moderate and severe. The general data, IL-6 and IL-2 levels in aqueous humor of patients with different severity of optic nerve injury were compared, and the correlation between the levels of IL-6 and IL-2 in aqueous humor and the severity of optic nerve injury in POAG patients was analyzed. Multivariate Logistic regression analysis was used to test the influencing factors of the severity of optic nerve injury in POAG patients, and the decision tree model was constructed based on influencing factors.RESULTS: The proportion of patients with hypertension, intraocular pressure and binocular intraocular pressure difference in the severe group was higher than that in the mild and moderate groups, and the levels of IL-6 and IL-2 in the aqueous humor were significantly lower than those in the mild and moderate groups(all P<0.05). The levels of IL-6 and IL-2 in aqueous humor of POAG patients were negatively correlated with the severity of optic nerve injury(r=-0.361, -0.358, all P<0.001). Hypertension, intraocular pressure, binocular intraocular pressure difference, IL-6 and IL-2 levels in aqueous humor were independent factors affecting the degree of optic nerve injury in POAG patients(all P<0.05). Based on the above factors, a decision tree model was constructed, and three explanatory variables of IL-6, IL-2 levels in aqueous humor and hypertension were screened out. Among them, IL-2 level in aqueous humor was the most important root node variable and the most important predictor. The AUC of the decision tree model was 0.710(95% CI: 0.599-0.820, P=0.001), the sensitivity was 0.581, the specificity was 0.737, and the Youden index was 0.318, with a high predictive value.CONCLUSION: The levels of IL-6 and IL-2 in aqueous humor were significantly correlated with the severity of optic nerve injury in POAG patients. The decision tree model based on hypertension, intraocular pressure, binocular intraocular pressure difference, IL-6 and IL-2 levels in aqueous humor has a high evaluation value for the severity of optic nerve injury in POAG patients.
2.Construction of a decision tree model for the severity of optic nerve injury in patients with primary open-angle glaucoma based on the levels of interleukin-6 and interleukin-2 in aqueous humor
Gaojun HE ; Xiaofeng XU ; Mingjiang LI
International Eye Science 2025;25(3):384-389
AIM: To investigate the relationship between the levels of interleukin-6(IL-6)and IL-2 in aqueous humor and the severity of optic nerve injury in patients with primary open-angle glaucoma(POAG), and to construct a decision tree model for the severity of optic nerve injury in POAG patients.METHODS: A prospective study was conducted on 107 patients(107 eyes)with POAG who were admitted to the hospital from May 2021 to October 2023. According to the mean defect(MD)value, the degree of optic nerve injury was judged and divided into three groups: mild, moderate and severe. The general data, IL-6 and IL-2 levels in aqueous humor of patients with different severity of optic nerve injury were compared, and the correlation between the levels of IL-6 and IL-2 in aqueous humor and the severity of optic nerve injury in POAG patients was analyzed. Multivariate Logistic regression analysis was used to test the influencing factors of the severity of optic nerve injury in POAG patients, and the decision tree model was constructed based on influencing factors.RESULTS: The proportion of patients with hypertension, intraocular pressure and binocular intraocular pressure difference in the severe group was higher than that in the mild and moderate groups, and the levels of IL-6 and IL-2 in the aqueous humor were significantly lower than those in the mild and moderate groups(all P<0.05). The levels of IL-6 and IL-2 in aqueous humor of POAG patients were negatively correlated with the severity of optic nerve injury(r=-0.361, -0.358, all P<0.001). Hypertension, intraocular pressure, binocular intraocular pressure difference, IL-6 and IL-2 levels in aqueous humor were independent factors affecting the degree of optic nerve injury in POAG patients(all P<0.05). Based on the above factors, a decision tree model was constructed, and three explanatory variables of IL-6, IL-2 levels in aqueous humor and hypertension were screened out. Among them, IL-2 level in aqueous humor was the most important root node variable and the most important predictor. The AUC of the decision tree model was 0.710(95% CI: 0.599-0.820, P=0.001), the sensitivity was 0.581, the specificity was 0.737, and the Youden index was 0.318, with a high predictive value.CONCLUSION: The levels of IL-6 and IL-2 in aqueous humor were significantly correlated with the severity of optic nerve injury in POAG patients. The decision tree model based on hypertension, intraocular pressure, binocular intraocular pressure difference, IL-6 and IL-2 levels in aqueous humor has a high evaluation value for the severity of optic nerve injury in POAG patients.
3.CT-guided percutaneous osteoplasty for the treatment of osteolytic metastases of the pelvis
Yong LIU ; Shicheng HE ; Haidong ZHU ; Wen FANG ; Ruijie DU ; Jinhe GUO ; Guangyu ZHU ; Li CHEN ; Gaojun TENG
Journal of Interventional Radiology 2023;32(12):1197-1201
Objective To evaluate the clinical efficacy and safety of CT-guided percutaneous osteoplasty(POP)in the treatment of osteolytic metastases of the pelvis.Methods The clinical data of a total of 40 patients with pelvic osteolytic metastases,who received CT-guided POP at the Affiliated Zhongda Hospital of Southeast University between October 2011 and December 2021,were collected.Visual analogue scale(VAS)score was used to evaluate the clinical pain relief degree at one week,one month,3 months,6 months and 12 months after POP,and the joint function and the used dose of analgesic drugs were recorded.The preoperative and the postoperative 3-month,6-month and 12-month extents of the pelvic tumor destruction were compared.Based on the progression of local lesions within 12 months of follow-up,the patients were divided into controlled group and progression group.The proportion of using systemic anti-tumor therapy,the size of lesion,the amount of bone cement injected,and the cement filling ratio were compared between the two groups.Results Successful surgical procedure was accomplished for 57 lesions in 40 patients.The mean amount of bone cement injected was(4.56±2.25)mUpoint.In the 40 patients,the preoperative and the postoperative one-week,one-month and 3-month VAS score were(8.00±0.85)points,(2.05±0.96)points,(2.08±0.94)points and(2.18±0.84)points respectively,the difference in VAS score between preoperative value and postoperative one-week value was statistically significant(P<0.01).In 37 patients,the postoperative 6-month VAS score was(2.35±0.54)points;and in 28 patients,the postoperative 12-month VAS score was(2.43±0.79)points.The differences in VAS score between postoperative one-week value and postoperative one-month,3-month,6-month,and 12-month values were not statistically significant(all P>0.05),while the differences in VAS score between preoperative value and postoperative values were statistically significant(F=316.3,P<0.01).The postoperative 3-month,6-month,and 12-month local control rates were 96.49%,85.19%,and 78.12%respectively,the differences between each other among the above three values were statistically significant(P=0.026).No statistically significant differences in the proportion of using systemic anti-tumor therapy,the lesion size and the amount of bone cement injected existed between the controlled group and the progression group(all P>0.05).The cement filling ratio in the controlled group and the progression group was(81.26±9.17)%and(68.40±12.98)%respectively,and the difference between the two groups was statistically significant(P<0.01).Conclusion For the treatment of pelvic metastases,CT-guided POP is clinically safe and effective.The injected bone cement can control the progression of local lesions for a longer time.(J Intervent Radiol,2023,32:1197-1201)
4.Practical research of diversified laboratory open training to improve clinical skills of medical students
Haiyan FENG ; Jie YUAN ; Sen CHEN ; Gaojun LI ; Yue ZHANG ; Cui LIU
Chinese Journal of Medical Education Research 2023;22(5):703-707
Objective:To improve the clinical skills of medical students, and explore the implementation plan and effect of diversified laboratory open training.Methods:A total of 808 undergraduate students of clinical medicine in Batch 2015 were selected for diversified laboratory open training in the 5th, 6th and 7th semesters. Multiple reservation methods were adopted including: personal independent network reservation, written reservation, "registered" network reservation; diversified open model: students practice independently, "workshop" special operation training, team make-up lessons; diversified practice modules: basic skills, specialist skills, and comprehensive skills. The results of the questionnaire survey on the two stages of students' diversified laboratory open training and the end of the internship were analyzed; and the Batch 2015 and Batch 2014 graduation skills test scores were compared. SPSS 20.0 software was used for t-test. Results:After the opening of the diversified laboratory: 92.61% (664/717) of the students were satisfied with the open model; 93.58% (671/717) of the students were satisfied with the reservation method; 94.42% (677/717) of the students thought that it could promote learning motivation; 97.35% (698/717) of the students thought that it could stimulate learning interest; 96.51% (692/717) of the students thought that it could help knowledge and skills grasp. After the internship and the return to the school, the questionnaire showed that 98.02% (741/756) of the students thought it could improve clinical skills; 92.33% (698/756) of the students thought it could cultivate clinical thinking; 95.63% (723/756) of the students thought it could enhance self-confidence in the internship; 94.18% (712/756) of the students thought it could increase a sense of professional belonging. The students' graduation skills (90.33±5.59) and single skill exam scores of Batch 2015 were better than Batch 2014 (82.22±7.19), with a statistically significant difference ( P<0.001). Conclusion:The opening of diversified laboratory could stimulate the interest and motivation of learning, help to improve clinical skills and clinical thinking, and enhance confidence in internship and sense of professional belonging.
5.Effectiveness and safety of the home-made umbrella-shaped Octoparms inferior vena cava filter in the prevention of pulmonary embolism
Boxiang ZHAO ; Jianlong LIU ; Gaojun TENG ; Caifang NI ; Hao XU ; Zhen LI ; Shuiting ZHAI ; Yanrong ZHANG ; Hua XIANG ; Weizhu YANG ; Jianping GU
Chinese Journal of Radiology 2022;56(5):556-562
Objective:To evaluate the effectiveness and safety of the home-made umbrella-shaped Octoparms inferior vena cava filter in the prevention of pulmonary embolism.Methods:A multicenter, randomized, positive parallel controlled, non-inferiority clinical trial was conducted in ten hospitals in China from October 2017 to March 2019. A total of 188 subjects were enrolled according to the same inclusion and exclusion criteria in different institutes. The 188 subjects were randomly divided into the trial group or the control group according to 1∶1 by the central randomization system, with 94 cases in each group. Octoparms inferior vena cava filter was used in the trial group, and the Celect inferior vena cava filter in the control group. The primary effective index was clinical success rate,including the clinical success rate of filter placement and filter retrieval. The secondary index included the rate of manual success of the delivery sheath system,incidence of pulmonary embolism(within 6 months), incidence of filter fracture,migration (>20 mm),tilt(>15°) on insertion/retrieval,and the situation of inferior vena cava flow(within 6 months). Safety evaluation included the incidence of filter related complications and device-related adverse events immediately after surgery and during follow-up.Results:The success rate of implantation was 100% in 188 subjects. Filter retrieval was performed in 87 cases (92.55%) in the trial group and 91 cases (96.81%) in the control group. The clinical success rate of the trial group was 97.87%(92/94) and that of the control group 98.94%(93/94). There was no significant difference between the two groups (χ 2=0.77, P=0.380). The success rate of delivery sheath system was 96.81%(91/94) and 98.94%(93/94) in the trail group and the control group,respectively. There was no significant difference between the two groups( P=0.621). There was 1 case (1.22%) of new asymptomatic pulmonary embolism in the trial group after filter placement and 2 cases (2.44%) in the control group. There was no significant difference between the two groups ( P>0.05). No filter fracture or migration (>20 mm) occurred in either group. The tilting of filter (>15°) was found in 1 case (1.06%) in the test group and 1 case (1.06%) in the control group when the filter was placed. The tilting of filter (>15°) was found in 0 case in the test group and 2 cases (2.44%) in the control group when the filter was retrieved. There was no significant difference between the two groups ( P>0.05). Inferior vena cava thrombosis before filter retrieval was found in 5 cases (5.75%) in trial group and 3 cases (3.30%) in control group. There was no significant difference between the two groups ( P=0.489). There were no immediate serious complications during filter placement/removal in either group. No filter obstruction,migration,deformation,penetration and occlusion of inferior vena cava. The incidence of device-related adverse events was low in both group. There was no significant difference between the two groups ( P>0.05). Conclusion:The home-made umbrella-shaped Octoparms inferior vena cava filter is effective and safe in preventing pulmonary embolism, and is not worse than Celect filter.
6.Effect Evaluation of National Drug Centralized Volume-based Procurement in a Public Hospital from the Per- spective of Value-based Healthcare
Jie ZHAO ; Wei LI ; Gaojun WANG
China Pharmacy 2021;32(19):2410-2414
OBJECTIVE:To evaluate the implementation of national drug centralized volume-based procurement (called “VBP”for short)in a public hospital,so as to provide reference for promoting VBP policy guided by value-based healthcare. METHODS:A total of 6 varieties and 12 specifications of antibiotics included in VBP in a public hospital in Chongqing were analyzed. The drug use data of the hospital one year before the implementation of VBP(i.e. April 20,2019- April 19,2020)and one year after the implementation(i.e. April 20,2020-April 19,2021)were collected and analyzed in respects of price change, generic drug substitution rate,average daily cost(DDDc),actual cost savings and other indicators. The problems and suggestions were put forward,and the effects of VBP policy implementation whether reflects the core connotation of value-based healthcare were evaluated. RESULTS:After the implementation of VBP,drug prices fell by an average of 63.44%,the average price drop of original drugs was 27.38% ,and substitution rate of generic drugs was 25.59% . DDDc of selected antibiotics in the hospital decreased in varying degrees,of which the decline of four drugs was 10%-40%,and that of Moxifloxacin hydrochloride tablets was 80.14%. Compared with bef VBP,6 kinds of antibiotics saved about 521 300 yuan,of which the imported Moxifloxacin hydrochloride tablets and Moxifloxacin hydrochloride sodium chloride injection saved 495 300 yuan(accounting for 94.97% of the total cost savings of antibiotics). CONCLUSIONS:The value of VBP based on the perspective of value-based healthcare is mainly reflected in the dual channel management mechanism of drugs,which improves the availability of drugs,effectively controls the unreasonable growth of medical expenses,reduces the expenditure of medical insurance fund,and helps to further reduce the drug burden of patients. At present,the implementation of VBP still faces difficulties,including the need for drug prices to return to a reasonable range,the need for foreign enterprises to change strategies to seek a breakthrough,and different therapeutic efficacy due to the difference in quality between the selected generic drugs and the original drugs. Therefore,the author believes that the pharmaceutical market structure should be transformed positively,value-based healthcare should help the regulation of medical insurance,and the consistency evaluation system should be optimized,so as to further improve the health level of patients.
7.Practice research on the construction of health education ability of higher vocational nursing students by a "trinity" system
Yige HE ; Yu ZHAO ; Sheng HE ; Shanshan LI ; Yunlong ZHONG ; Gaojun HU
Chinese Journal of Medical Education Research 2021;20(6):671-676
Objective:To explore the effect of the "trinity" training mode with curriculum training as the core, lecture training as supplement and community training as reinforcement, and to improve the health education ability of higher vocational nursing students.Methods:A total of 209 nursing students were selected as the research objects by random cluster sampling, and they were randomly divided into experimental group and control group. The experimental group adopted the "trinity" system to improve the health education ability of higher vocational nursing students, while the control group carried out the routine teaching. The health education ability of nursing students was evaluated by using the health education ability scale of nursing staff, and the nursing students of the experimental group were investigated by questionnaire. Statistics analysis was made by SPSS 15.0 software, the t test was conducted for analysis of measurement data, and Z test was used for counting data. Results:The health education ability of the nursing students in the experimental group was significantly higher than that of the control group ( P < 0.001). Nursing students in the experimental group generally had high recognition of the training mode of "trinity" system. The pass rate was 98.13%. Among them, 68.87% of the nursing students thought it would be a big gain to attend the special lectures; 69.81% of the nursing students thought it would be a big gain to participate in the community activities. Conclusion:The "trinity" health education ability training model can significantly improve the health education ability of higher vocational nursing students.
8. Affinity characterization of GE11 peptide to brain metastases from epidermal growth factor receptor-overexpressing human breast cancer
Lin LI ; Fang NIE ; Jian YANG ; Qian XUE ; Jianqiong ZHANG ; Gaojun TENG
Chinese Journal of Nuclear Medicine and Molecular Imaging 2018;38(8):543-548
Objective:
To investigate the feasibility of GE11 peptide targeting to brain metastases from epidermal growth factor receptor (EGFR)-positive breast cancer and thereby explore the potential for the construction of specific targeting molecular probe.
Methods:
The EGFR expression level of triple negative breast cancer cell line (MDA-MB-231-BR) was detected using Western blot and flow cytometry. GE11 peptide targeting property was tested using immunofluorescence staining and flow cytometry in MDA-MB-231-BR cells and in the subcutaneous tumor model. GK-13 peptide was selected as the control peptide. Two-sample
9.The clinical application of percutaneous puncturing drainage in treating bacterial liver abscess
Sheng XU ; Haidong ZHU ; Li CHEN ; Haifeng ZHOU ; Gaojun TENG
Journal of Interventional Radiology 2018;27(2):181-185
Bacterial liver abscess is a rare and life-threatening disease, and, clinically, its incidence has gradually increased in recent years. In terms of its treatment, percutaneous puncturing drainage combined with antibiotics has been the first-line therapeutic means, and surgical procedures are often used for patients in whom the interventional drainage is ineffective or in whom the liver abscess is complicated by abdominal disease that needs surgical management. Percutaneous catheter drainage and percutaneous fine needle aspiration, regarded as the two most commonly used interventional drainage methods, have been widely employed in the treatment of bacterial liver abscess; and percutaneous catheter drainage is more commonly adopted in clinical practice. Although the prognosis of bacterial liver abscess has been improved significantly, there is still a certain fatality rate. There is still no a well-accepted consensus on treatment guidelines. Moreover, there are still many controversies over the indications of percutaneous puncturing drainage. Based on a comprehensive review of the domestic and foreign literature, this paper aims to make a detailed introduction concerning percutaneous puncturing drainage for the treatment of bacterial liver abscess, focusing on its development history, curative effect and prognosis, and, in order to guide the clinical practice, the principles of the use of antibiotics, the comparison of clinical effect with surgery and the therapeutic indications will be also discussed.
10.Research progress in the diagnosis and treatment of intrahepatic cholangiocellular carcinoma
Yingtian SHEN ; Haidong ZHU ; Li CHEN ; Binyan ZHONG ; Gaojun TENG
Journal of Interventional Radiology 2018;27(3):285-289
Intrahepatic cholangiocellular carcinoma (ICC) is a primary tumor originating from the epithelial cells of bile duct. In recent years, incidence of ICC in the world is on the rise, and it has become the second common malignant tumors of the liver, with its incidence being next only to hepatocellular carcinoma (HCC). The onset of ICC is insidious, its clinical manifestations are lack of specificity, most of the patients are already in the advanced stage when the diagnosis is confirmed, thus, affecting the treatment and prognosis. Therefore, early diagnosis and treatment is essential. The radical treatment plan is mainly surgical excision, and other treatment options include systemic chemotherapy, local ablation, transcatheter arterial chemoembolization (TACE), selective intraarterial radiotherapy with yttrium-90 microspheres (SIRT-90Y), 125I seed implantation, etc. This article aims to make a comprehensive introduction about the recent advances in the diagnosis and treatment of ICC. (J Intervent Radiol, 2018, 27:285-289)

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