1.Myopia control effect of orthokeratology lens and construction and evaluation of prediction model based on random forest and Logistic regression
Hua ZHANG ; Shaofang GAO ; Xin ZHAO ; Jinyuan MI
Recent Advances in Ophthalmology 2024;44(8):637-642
Objective To explore the myopia control effect of orthokeratology(OK)lenses and build a prediction model of myopia control effect based on random forest and Logistic regression,so as to provide a basis for further impro-ving adolescent vision.Methods A total of 289 patients who wore OK lenses after seeing an ophthalmologist in Shiji-azhuang People's Hospital from January to June 2019 were selected as the OK lens group,and a total of 289 patients who wore framed glasses during the same period were selected as the framed glass group.After 2 and 4 years of wearing,the in-crease in axial length(AL)of the patients was observed.The patients were divided into a well-controlled myopia group and a poorly-controlled myopia group according to the changes in AL of the eyes after wearing OK lenses for 4 years.The fac-tors influencing the myopia control effect were analyzed based on random forest and Logistic regression,and a nomogram prediction model was constructed.The performance of the model was evaluated using the receiver operating characteristic(ROC)curve,calibration curve,and decision curve analysis(DCA).Results After 2 and 4 years,the diopter increase and AL increase of patients wearing OK lenses were lower than those of patients wearing framed glasses(all P<0.001).There were no significant changes in corneal endothelial cell parameters and central corneal thickness at the thinnest point before,2 years and 4 years after wearing between the two groups(all P>0.05).The random forest model showed that basic AL,daily wear time,correct eye health behavior,pupil diameter,daily outdoor activity time,homework time after school,and daily sleep time were the top 7 variables in importance ranking.Logistic regression analysis showed that home-work time after school was a risk factor for poor myopia control in OK lens wearers,while basic AL,pupil diameter,daily wear time,correct eye health behavior,daily outdoor activity time,and daily sleep time were protective factors for myopia control.The ROC curve,calibration curve,and DCA suggested that the nomogram prediction model constructed based on random forest and Logistic regression analysis had good accuracy,consistency and clinical effectiveness.Conclusion OK lens shows good myopia control effect,has little effect on corneal endothelial cells and corneal thickness,and demon-strates high safety.Homework time after school,basic AL,pupil diameter,daily wear time,correct eye health behavior,daily outdoor activity time,and daily sleep time are influencing factors of myopia control.Strengthening the construction of a prediction model is helpful in identifying high-risk groups with poor myopia control and guiding clinical interventions in time.
2.Research status and prospects of research on intraspecific differentiation of Cannabis sativa L.
Keke FU ; Delan WANG ; Jinyuan HU ; Hao NIE ; Ying ZHANG ; Ning AN ; Fangru LIU ; Xingchun ZHAO ; Shan GAO ; Baishi WANG
Chinese Journal of Forensic Medicine 2024;39(5):600-605
The DNA characterization of Cannabis sativa L.has been one of the key directions of anti-drug research at home and abroad.Previous research mainly focused on the identification of cannabis-species and gender differentiation,and have constructed a number of corresponding composite amplification systems.With the rapid development of high-throughput sequencing technology,the whole genome of C.sativa and the sequences of key enzyme genes for its major physicochemical components have been sequenced successively,and intra-species differentiation studies of C.sativa based on specific molecular markers have gradually emerged.However,due to the high variability of cannabis subspecies-and variety-specific molecular markers,relevant foreign studies failed to provide ideal molecular marker support for the identification of intra-specific distinctions of Cannabis sativa in China.Based on this,this paper comprehensively analyzes the current situation and shortcomings of domestic and international research on intra-specific differentiation of C.sativa,and combines the previous research results of this group to elaborate on how to use high-throughput sequencing technology to solve the problem of the lack of intra-specific molecular markers of C.sativa in China.
3.Rapidly separating dissolving microneedles with sustained-release colchicine and stabilized uricase for simplified long-term gout management.
Yao YANG ; Zimu LI ; Ping HUANG ; Jiachan LIN ; Jinyuan LI ; Kexin SHI ; Jiahui LIN ; Jingwen HU ; Zhuoxian ZHAO ; Yongkang YU ; Hongzhong CHEN ; Xiaowei ZENG ; Lin MEI
Acta Pharmaceutica Sinica B 2023;13(8):3454-3470
Despite growing prevalence and incidence, the management of gout remains suboptimal. The intermittent nature of the gout makes the long-term urate-lowering therapy (ULT) particularly important for gout management. However, patients are reluctant to take medication day after day to manage incurable occasional gout flares, and suffer from possible long-term toxicity. Therefore, a safe and easy-to-operate drug delivery system with simple preparation for the long-term management of gout is very necessary. Here, a chitosan-containing sustained-release microneedle system co-loaded with colchicine and uricase liposomes were fabricated to achieve this goal. This microneedle system was confirmed to successfully deliver the drug to the skin and maintain a one-week drug retention. Furthermore, its powerful therapeutic potency to manage gout was investigated in both acute gouty and chronic gouty models. Besides, the drug co-delivery system could help avoid long-term daily oral colchicine, a drug with a narrow therapeutic index. This system also avoids mass injection of uricase by improving its stability, enhancing the clinical application value of uricase. In general, this two-drug system reduces the dosage of uricase and colchicine and improves the patient's compliance, which has a strong clinical translation.
4.Protective effect of COG1410 on the survival of retinal ganglion cells in mice with retinal ischemia-reperfusion injury and its mechanism
Ru ZHAO ; Jinyuan LUO ; Tao HE ; Yiqiao XING
Chinese Journal of Experimental Ophthalmology 2023;41(11):1065-1075
Objective:To explore the effects of apolipoprotein E-mimetic peptide COG1410 on M1/M2 microglia polarization and retinal ganglion cells (RGCs) survival after ischemia-reperfusion (IR) injury in the mouse retina and its possible mechanisms.Methods:Eighteen 8-week-old C57BL/6J male mice were divided into control group (6 mice), IR 3 days group (6 mice), IR 7 days group (3 mice), and IR 14 days group (3 mice) according to the randomized number table method.Mice in IR group were perfused in the anterior chamber using saline, and the intraocular pressure (IOP) was raised to 100 mmHg (1 mmHg=0.133 kPa) and maintained for 1 hour in order to establish a model of IR injury in the retina.Three mice from control group and 3 mice from IR 3 days group were taken to observe the distribution of retinal microglia by immunofluorescence staining of retinal frozen sections.Three mice were taken from normal control, IR 3 days, IR 7 days, and IR 14 days groups respectively to observe the changes of retinal M1-type and M2-type microglial cells with time after IR injury by immunofluorescence staining of retina.Another 91 C57BL/6J mice were randomly divided into normal control group (19 mice), IR group (24 mice), saline group (24 mice), and COG1410 group (24 mice) according to the random number table method.Mice in normal control group maintained a normal IOP, and the IR injury model was established in the other three groups.In addition, COG1410 group and saline group were injected with 1 mg/kg COG1410 and an equal volume of saline by tail vein injection, respectively.The microglia phenotype and survival rate of RGCs were observed by immunofluorescence staining of retinal wholemount.The relative expressions of retinal tumor necrosis factor-ɑ (TNF-ɑ) and interleukin-1β (IL-1β) mRNA were detected by real-time fluorescence quantitative PCR.The apoptosis of retinal neuronal cells was observed by the TUNEL assay.The expression levels of retinal nuclear factor-κB (NF-κB), B lymphocyte-2 (Bcl-2), and Bcl-2-associated X protein (Bax) proteins were detected by Western blot.Use and care of animals strictly complied with the Hubei Provincial Regulations on the Management of Laboratory Animals and the experiment was approved by the Animal Ethics Committee of the Renmin Hospital of Wuhan University (No.WDRM20190113).Results:Retinal microglia in normal control group and IR 3 days group were mainly distributed in the ganglion cell layer, inner plexiform layer, and outer plexiform layer.There were statistically significant differences in the comparison of the proportions of M1-type and M2-type microglia among normal control, IR 3 days, IR 7 days, and IR 14 days groups ( F=29.83, 57.62; both at P<0.001). Compared with normal control group, the number of M1-type microglia was higher in IR 3 days group, and the number of M2-type microglia was higher in IR 7 days group, and the differences were statistically significant (all at P<0.05). The proportions of M1-type microglia in normal control group, IR group, saline group, and COG1410 group were (4.25±0.57)%, (65.26±10.43)%, (63.01±4.93)%, and (33.13±4.46%), respectively, and the proportions of M2-type microglia in the four groups were (4.50±0.20)%, (11.47±0.24 )%, (11.75±0.17)%, and (38.93±4.26)%, showing statistically significant differences among them ( F=23.33, 50.82; both at P<0.001). The proportions of M1-type microglia decreased while the proportions of M2-type microglia increased in COG1410 group when compared with IR group, and the differences were statistically significant (both at P<0.05). There were statistically significant differences in RGCs survival rate, relative expression of retinal TNF-ɑ and IL-1β mRNA, retinal apoptotic cell count, retinal NF-κB and Bax protein expression levels, and Bax/Bcl-2 ratio among the four groups ( F=30.77, 12.52, 6.74, 28.72, 13.02, 7.94, 7.58; all at P<0.05). Compared with normal control group, there were significant decreases in the survival rate of RGCs and increases in retinal apoptotic cell number, TNF-ɑ and IL-1β mRNA expression, retinal NF-κB and Bax protein expression levels, and Bax/Bcl-2 ratio in IR group (all at P<0.05). Compared with IR group, the COG1410 group had increased retinal RGCs survival rate, decreased TNF-ɑ and IL-1β mRNA expression levels, decreased TUNEL-positive cells, decreased NF-κB and Bax proteins expression levels, and decreased Bax/Bcl2 ratio, and the differences were statistically significant (all at P<0.05). Conclusions:Three days after retinal IR modeling, COG1410 promotes the polarization of M1-type microglia to M2-type, inhibits the expression of retinal NF-κB and downstream inflammatory factors, and attenuates the retinal inflammatory response, as well as inhibits the expression of apoptosis-related proteins, which promotes the survival of RGCs.
5.Analysis on research status and hot spots of gabapentinoid drugs in the treatment of pain
Xiaojing LU ; Xiangfen SHI ; Fangying SI ; Yuanxia ZHAO ; Jinyuan XING ; Xufeng ZHANG ; Xiaoyu ZHAO ; Shuzhang DU
China Pharmacy 2022;33(8):996-1002
OBJECTIVE To analyze the si tuation and hot spots of gabapentinoid drugs in the treatment of pain. METHODS Related researches about gabapentinoid drugs in the treatment of pain were retrieved from Web of Science core collection database during Jan. 1st,2011-Dec. 31st,2020. VOSviewer 1.6.17,CiteSpace 5.8.R1 and Excel 2018 software were used to statistically analyze the key characteristics of relevant literature ,such as the annual publications ,countries/regions,institutions,authors, journals and research hot spots. RESULTS & CONCLUSIONS A total of 3 519 literatures were retrieved ,and the annual publication outputs showed an upward trend generally. Totally 86 countries/regions had conducted relevant studies ,of which the United States ranked first (up to 1 219),and had close cooperation with the United Kingdom ,Canada,China,Germany,Japan, etc;a total of 3 996 institutions had published relevant literatures ,and the Pfizer Inc. issued the most publications ;the most studies were devoted by Professor Parsons from the University of California San Diego ,and the highest co-citations author was Professor Gilron from the Queen ’s University. Among 1 185 journals,Pain ranked first not only in the high-productive journal ,but also in the co-cited journal. The main hot topics include abuse and misuse of gabapentinoid ,off-label use of gabapentinoid ,clinical application of gabapentinoid as a component of multimodal analgesia ,and the update of guidelines for pain based on systematic evaluation and meta-analysis.
6.Research progress of β-adrenergic receptor antagonists in the treatment of ocular neovascular diseases
Ru ZHAO ; Jinyuan LUO ; Tao HE ; Yiqiao XING
Chinese Journal of Ocular Fundus Diseases 2022;38(4):330-333
Ocular neovascularization is a pathological change in various ocular diseases such as diabetic retinopathy, retinopathy of prematurity, central retinal vein occlusion and age-related macular degeneration, which seriously affects patient's vision. β receptors are expressed in conjunctiva, corneal epithelial cells, corneal endothelial cells, extraocular muscles, trabecular meshwork, ciliary muscle, lens and retina. β adrenergic receptor antagonists bind to β receptors to exert anti-angiogenic effects by inhibiting the expression of vascular endothelial growth factor (VEGF), hypoxia-inducible factor-1, interleukin-6 and other angiogenic cytokines; reducing macrophage-related inflammatory response; increasing the expression of anti-angiogenic factors. In the treatment of corneal neovascularization, choroidal neovascularization, and retinopathy of prematurity, it can significantly reduce the area of neovascularization and delay disease progression. Co-administration of anti-VEGF drugs can reduce the frequency of administration of anti-VEGF drugs. At effective therapeutic concentrations, β-adrenergic receptor antagonists are well tolerated; they have broader targets than anti-VEGF drugs, which offers new treatment strategies for ocular neovascularization such as corneal, choroidal and retinal neovascularization.
7.Exploration and practice for promoting scientific and technological achievements transformation in a large comprehensive hospital
Ying ZHAO ; Jinyuan ZHANG ; Chunjuan REN ; Chi SONG ; Qin FAN ; Shulan YUAN
Chinese Journal of Medical Science Research Management 2020;33(4):273-276
Objective:To explore the innovative measures of scientific and technological achievements transformation in hospital by taking the practical experience of scientific and technological achievements transformation of West China Hospital of Sichuan University (WCH).Methods:The data of patents and technological achievements transformation of WCH was analyzed.Results:WCH applied for 1 800 patents and granted 1 145 during January 2015 and December 2019. By 2019, the conversion rate of scientific and technological achievements of WCH reached 14%.Conclusions:WCH has achieved remarkable results in promoting the scientific and technological achievements transformation through a series of innovative explorations and practices, including building professional technology transfer organizations and teams, establishing achievement transformation incentive policies, developing technology transformation standard process and regulations, creating a positive atmosphere of achievement transformation , as well as actively cultivating high-value patents.
8.Predictive effect of energy expenditure on the prognosis of patients with multiple traumatic mechanical ventilation
Lijuan WANG ; Jinyuan ZHU ; Lanju ZHAO ; Guorong MA ; Xigang MA
Chinese Journal of Emergency Medicine 2020;29(5):670-674
Objective:To evaluate the predictive effect of the 24 h energy expenditure value obtained by indirect calorimetry (IC) on the prognosis of patients with multiple traumatic mechanical ventilation.Methods:A total of 140 patients with multiple traumatic mechanical ventilation who were hospitalized in the ICU of General Hospital of Ningxia Medical University from December 1st, 2016 to August 31st, 2018 were selected as research objects. The general information such as sex, age, Height, weight, and clinical diagnosis were recorded. The IC method was used to measure the patient's 24 h energy expenditure, and the ratio of 24 h energy expenditure to the actual body weight of the patients was calculated the energy expenditure of 24 h energy expenditure per kilogram of body weight. The patient’s mechanical ventilation time and length of stay in ICU were statistically analyzed. The outcome indexes were 28-day mortality and the incidence of hospital-acquired infection. The receiver operating characteristic curve (ROC) was used to analyze the predictive value of 24 h energy expenditure and 24 h energy expenditure per kilogram of body weight.Results:The mechanical ventilation time was positively correlated with 24 h energy expenditure and 24 h energy expenditure per kilogram of body weight ( r=0.470, r=0.247, both P<0.01). The length of sty in ICU was positively correlated with the 24 h energy expenditure of patients with multiple trauma( r=0.276, P<0.05). The area under the ROC curve (AUC) of the 24 h energy expenditure and 24 h energy expenditure per kilogram of body weight for the 28 d mortality and the incidence of hospital-acquired infection were 0.647, 0.663, 0.832, 0.646, with the 24 h energy expenditure per kilogram of body weight greater than 30.4 kcal/(kg·d) as the best critical value for judging 28 d mortality. The sensitivity was 66.5%, specificity was 77.0%, and the 24 h energy expenditure consumption greater than 2 083 kcal/d was used as the optimal critical value for judging the susceptibility to acquire hospital infection, with a sensitivity of 80.0% and specificity of 80.7%. Conclusions:The mechanical ventilation time and length of stay in ICU are closely related to energy expenditure in patients with multiple trauma. The 24 h EE per kilogram of body weight and 24 h energy expenditure have a certain predictive effect on the prognosis of patients with multiple trauma.
9.Prognostic factors analysis of Siewert type Ⅱ and Ⅲ adenocarcinoma of esophagogastric junction after radical resection with different surgical approaches
Yingxin DU ; Jingyu DENG ; Han LIANG ; Huifang LIU ; Weilin SUN ; Zizhen WU ; Jinyuan LIU ; Nannan ZHANG ; Zhenzhen ZHAO ; Liqiao CHEN
Chinese Journal of Digestive Surgery 2020;19(6):630-636
Objective:To investigate the prognostic factors of Siewert type Ⅱ and Ⅲ adenocarcinoma of esophagogastric junction (AEG) after radical resection with different surgical approaches.Methods:The retrospective case-control study was conducted. The clinicopathological data of 442 patients who were admitted to Tianjin Medical University Cancer Institute and Hospital from February 2003 to July 2011 were collected. There were 362 males and 80 females, aged from 21 to 85 years, with a median age of 64 years. Patients underwent radical resection of AEG. Observation indicators: (1) surgical situations; (2) follow-up; (3) progrostic factors analysis of AEG after radical resection; (4) survival of patients after radical resection of AEG via abdominal approach; (5) survival of patients after radical resection of AEG via thoracoabdominal approach; (6) survival of patients after radical resection of Siewert type Ⅱ type AEG; (7) survival of patients after radical resection of Siewert type Ⅲ AEG. Follow-up using outpatient examination and telephone interview was performed to detect postoperative survival of patients up to June 2018. Measurement data with skewed distribution were described as M (range). Count data were expressed as absolute numbers or percentages. Kaplan-Meier method was used to calculate survival rates and draw survival curves, and Log-rank test was used for survival analysis. Univariate analysis was conducted using the Kaplan-Meier method. Multivariate analysis was conducted using the COX proportional hazard model. Results:(1) Surgical situations: 442 patients underwent radical resection of AEG, including 204 via abdominal approach and 238 via thoracoabdominal approach. There were 391 patients with D 2 lymphadenectomy and 51 with D 2+ lymphadenectomy. (2) Follow-up: 442 patients were followed up for 8-162 months, with a median follow-up time of 37 months. All the 442 patients survived for 2-156 months, with a median survival time of 31 months. The 1-, 3-, 5-year overall survival rates were 79.2%, 42.0%, 30.0%, respectively. (3) Prognostic factors analysis of AEG after radical resection: results of univariate analysis showed that tumor diameter, Lauren type, pathological T staging, pathological N staging, pathological TNM staging, lymphatic vessel invasion, and soft tissue infiltration were related factors for prognosis of patients after radical resection of Siewert type Ⅱ and Ⅲ AEG ( χ2=4.028, 4.885, 19.435, 17.014, 34.449, 9.707, 11.866, P<0.05). Results of multivariate analysis showed that pathological TNM staging, lymphatic vessel invasion, and soft tissue infiltration were independent influencing fators for prognosis of patients after radical resection of Siewert type Ⅱ and Ⅲ AEG ( hazard ratio=1.255, 0.486, 1.454, 95% confidence interval: 1.024-1.539, 0.325-0.728, 1.096-1.928, P<0.05). (4) Survival of patients after radical resection of AEG via abdominal approach: of the 204 patients undergoing radical resection of AEG via abdominal approach, the 1-, 3-, 5-year survival rates were 83.6%, 50.4%, 37.8% for 121 patients with Siewert type Ⅱ AEG, respectively, versus 72.0%, 39.3%, 31.8% for 83 patients with Siewert type Ⅲ AEG, showing no significant difference in the survival between the two groups ( χ2=1.854, P>0.05). (5) Survival of patients after radical resection of AEG via thoracoabdominal approach: of the 238 patients undergoing radical resection of AEG via thoracoabdominal approach, the 1-, 3-, 5-year survival rates were 79.6%, 38.8%, 23.8% for 183 patients with Siewert type Ⅱ AEG, respectively, versus 79.1%, 37.6%, 29.3% for 55 patients with Siewert type Ⅲ AEG, showing no significant difference in the survival between the two groups ( χ2=0.215, P>0.05). (6) Survival of patients after radical resection of Siewert type Ⅱ AEG: of the 304 patients with Siewert typeⅡAEG, the postoperative 1-, 3-, 5-year survival rates were 83.6%, 50.4%, 37.8% for 121 patients undergoing radical resection of AEG via abdominal approach, respectively, versus 79.6%, 38.8%, 23.8% for 183 patients undergoing radical resection of AEG via thoracoabdominal approach, showing no significant difference in the survival between the two groups ( χ2=2.406, P>0.05). (7) Survival of patients after radical resection of Siewert type Ⅲ AEG: of the 138 patients with Siewert type Ⅲ AEG, the postoperative 1-, 3-, 5-year survival rates were 72.0%, 39.3%, 31.8% for 83 patients undergoing radical resection of AEG via abdominal approach, respectively, versus 79.1%, 37.6%, 29.3% for 55 patients undergoing radical resection of AEG via thoracoabdominal approach, showing no significant difference in the survival between the two groups ( χ2=0.640, P>0.05). Conclusions:Pathological TNM staging, lymphatic vessel invasion, and soft tissue infiltration are independent fators for prognosis of patients after radical resection of Siewert type Ⅱ and Ⅲ AEG. Siewert types and surgical approach are not related factors for prognosis of patients after radical resection of AEG. There is no significant difference in the survival between patients with different Siewert types of AEG undergoing radical resection via different surgical approaches.
10.Efficacy and safety of direct-acting antiviral agent regimens in a real-world cohort of adult Chinese patients with chronic hepatitis C virus infection
Wei JINYUAN ; Mei YONGYU ; Li JIANPING ; Yuan JING ; Yang XIAOHUA ; Xu ZHEN ; Lin GUOLI ; Zhang JUAN ; Zhao ZHIXIN ; Zhang XIAOHONG
Liver Research 2020;4(2):101-107
Background and aims:To investigate the safety and efficacy of direct-acting antiviral(DAA)regimens in a cohort of Chinese patients with chronic hepatitis C virus(HCV)infection. Methods:A total of 222 adult Chinese patients were enrolled and treated via DAA regimens in accor-dance with HCV management guidelines.Treatment responses were evaluated 4 weeks after treatment,at the end of treatment(EOT)and 12 weeks post-treatment.Virological responses,biochemical re-sponses,model for end-stage liver disease(MELD)and Child-Pugh(CP)scores were recorded. Results:A total of 218 patients(98.2%)achieved sustained virological response 12 weeks post-treatment and 4 patients relapsed.The combined number of rapid virological responses for all six regimens was 170/222(76.6%),and 221/222(99.6%)had achieved virological responses by the end of treatment.In decompensated cirrhosis patients the baseline mean CP score was 6.8±1.3 and the mean MELD score was 10.1±3.3.Compared with the mean CP score at baseline,the mean score is significantly lower at the end of treatment(5.7±1.3)and 12 weeks post-treatment(5.6±1.0).Estimated glomerular filtration rates did not differ significantly from baseline during the treatment or 12 weeks post-treatment.The incidence of adverse events in patients with chronic hepatitis C and compensated cirrhosis was 42/172(24.4%),and in patients with decompensated cirrhosis it was 8/22(36.4%).The most frequently reported adverse events were elevated indirect bilirubin,fatigue and rash.There were no cases of serious adverse events,death or treatment discontinuation because of adverse events. Conclusion:DAA regimens were highly effective and well tolerated irrespective of HCV genotype,cirrhosis,liver or kidney transplantation,hepatocellular carcinoma,HCV/hepatitis B virus co-infection,or renal failure.

Result Analysis
Print
Save
E-mail