1.Integrating explainable deep learning with multi-omics for screening progressive diagnostic biomarkers of hepatocellular carcinoma covering the "inflammation-cancer" transformation.
Saiyu LI ; Yiwen ZHANG ; Lifang GUAN ; Yijing DONG ; Mingzhe ZHANG ; Qian ZHANG ; Huarong XU ; Wei XIAO ; Zhenzhong WANG ; Yan CUI ; Qing LI
Journal of Pharmaceutical Analysis 2025;15(9):101253-101253
Image 1.
2.Spinal curvature abnormalities and related factors among primary and secondary school students in Guangxi in 2023
LUO Yuemei, LI Yan, REN Yiwen, DONG Yonghui, CHEN Li, ZHANG Dengcheng, ZHANG Yi, MA Jun, DONG Yanhui
Chinese Journal of School Health 2025;46(5):712-716
Objective:
To investigate the prevalence and associated factors of spinal curvature abnormalities among primary and secondary school students in the Guangxi Zhuang Autonomous Region, so as to provide a scientific basis for the prevention and control of such abnormalities.
Methods:
From September to November 2023, adopting a stratified cluster random sampling method, spinal curvature screenings and questionnaire surveys were conducted among 168 931 students from grade 4 of primary school to grade 12 of high school in 111 districts and counties across 14 cities in Guangxi. Chi square tests and binary Logistic regression analysis were used to analyze influencing factors of spinal curvature abnormalities.
Results:
In 2023, the detection rate of poor posture among students above grade 4 in Guangxi was 4.24% , and the detection rate of spinal curvature abnormalities was 2.13%. The detection rate was higher among urban students (2.84%) than rural students (1.66%), boarding students (2.61%) than non-boarding students (1.60%), and high school students (3.16%) than junior high (2.45%) and primary school students (1.15%), and the differences were statistically significant ( χ 2=269.85, 221.44, 565.10, P <0.01). A trend of increasing detection rates with higher grade levels was observed ( χ 2 trend =617.63, P <0.01). Binary Logistic regression analysis indicated that students without boarding at school ( OR =0.82, 95% CI =0.75-0.90), engaging in high-intensity physical activity for over 60 min per day ≥5 days per week ( OR =0.90, 95% CI =0.82-0.98), and adequate sleep ( OR =0.87, 95% CI =0.81-0.94) had lower risks of detecting spinal curvature abnormalities ( P <0.05).
Conclusions
The prevalence of spinal curvature abnormalities increases with grade level among primary and secondary school students in Guangxi. Regular moderate-to-vigorous physical activity demonstrates protective effects against spinal abnormalities.
3.Comorbidity and associated factors of overweight/obesity and dental caries among primary and secondary school students in Guangxi
LUO Yuemei, REN Yiwen, CHEN Li, DONG Yonghui, YUAN Wen, MA Jun, DONG Yanhui, LI Yan, ZHOU Weiwen
Chinese Journal of School Health 2025;46(4):485-488
Objective:
To explore the comorbidity and associated factors of dental caries and overweight/obesity among primary and secondary school students in Guangxi, so as to provide a scientific basis for the development of targeted prevention strategies.
Methods:
A stratified cluster random sampling method was used to survey 178 700 students from the fourth grade of primary school to the third year of high school in Guangxi Zhuang Autonomous Region from September to November 2023, including physical examination, oral screening, and questionnaire survey. Chisquare tests and binary Logistic regression analysis were employed to investigate the related factors of the cooccurrence of dental caries and overweight/obesity among students.
Results:
The comorbidity rate of dental caries and overweight/obesity was 9.55%, with urban areas (9.95%) higher than rural counties (9.24%), boys (10.54%) higher than girls (8.54%), primary school students (11.49%) higher than senior high school students (8.92%) and junior high school students (8.05%), and nonboarding students (11.44%) higher than boarding students (7.94%), and all differences were statistically significant (χ2=26.07, 207.91, 471.54, 629.14,P<0.01). Multivariate Logistic regression analysis showed that consuming cereal for breakfast (OR=0.91, 95%CI=0.88-0.94), drinking milk in the past week (OR=0.89, 95%CI=0.83-0.95), meeting sleep standards (OR=0.95, 95%CI=0.91-0.99), and brushing teeth at least once a day (OR=0.82, 95%CI=0.73-0.93) had a lower risk of the comorbidity of dental caries and overweight/obesity. In contrast, drinking beverages in the past week (OR=1.14, 95%CI=1.09-1.20), consuming fried foods in the past week (OR=1.11, 95%CI=1.06-1.17), eating fruit ≥1 time every day (OR=1.06, 95%CI=1.02-1.11), consuming fruit ≥1 type every day (OR=1.07, 95%CI=1.01-1.12), and having fish, poultry, meat, or eggbased breakfasts (OR=1.03, 95%CI=1.05-1.13) had a higher risk of the comorbidity of dental caries and overweight/obesity (P<0.05).
Conclusions
Dietary habits and lifestyle behaviors are associated with the comorbidity of dental caries and overweight/obesity among primary and secondary school students in Guangxi. Guiding students to form healthy living habits is helpful to preven dental caries and overweight/obesity.
4.Protective role of self-assembled nanoparticle vaccine of Pseudomonas aeruginosa in a mouse model of bronchiectasis with acute infection
Ziyu WU ; Yueyue ZHANG ; Yiwen ZHANG ; Jinqiong YAN ; Zifan ZHU ; Meilin WU ; Yating WANG ; Hongrong CUI ; Jiang GU ; Ying WANG ; Quanming ZOU
Journal of Army Medical University 2025;47(10):1049-1058
Objective To establish a mouse model of bronchiectasis with acute infection and evaluate the immunogenicity and protective effect of a self-assembling Pseudomonas aeruginosa(PA)nanoparticle vaccine rePO-FN based on fusion of PcrV-OprI(rePO)protein with self-assembling ferritin(Ferritin).Methods ① SPF-grade female C57BL/6 mice(aged 6~8 weeks,weighing 18~20 g)were randomly allocated into normal saline group,and low-,medium-and high-dose elastase groups(n=6).A mouse model of bronchiectasis was established via intratracheal instillation of different doses of elastase(30 μL of normal saline containing 0.65,1.30 and 2.60 IU elastase)for 3 consecutive days.At 14 and 21 d after modeling,ELISA and HE staining were performed respectively to detect the concentration of IL-6 and to observe pathological changes in lung tissue in order to confirm the modeling.② A recombinant plasmid encoding the gene of fusion protein rePO-FN was constructed and expressed in E.coli.The target protein was purified via affinity chromatography and renatured to obtain the desired protein.The physicochemical properties of the rePO-FN protein were characterized using SDS-PAGE protein gel electrophoresis,dynamic light scattering,molecular sieve chromatography,and transmission electron microscopy.③ C57BL/6J mice were randomly divided into PBS group,rePO group,rePO-FN group,and Ferritin group(n=10).The mice in the above groups were immunized intramuscularly with 100 μL PBS buffer alone or containing 10 μg of corresponding proteins on days 0,7,and 14.ELISA was used to measure the specific antibodies in serum.In 7 d after the final immunization,an acute PA infection model was used to compare the survival rates and bacterial colonization among the PBS,rePO,and rePO-FN groups.After establishing a bronchiectasis model by intratracheal instillation of 2.60 IU of elastase in C57BL/6J mice as described above,the mice were randomly divided into bronchiectasis PBS group,bronchiectasis rePO group,and bronchiectasis rePO-FN group(n=10).Immunization was conducted at the same dose and procedure as described above,in 21 d after bronchiectasis modeling.At the 7th d after the final immunization,an acute PA infection model was used to compare the survival rates and bacterial colonization among the groups.Results ①Repeated intratracheal instillation of elastase significantly increased the concentration of IL-6 in the lung tissue when compared to the content of the normal saline group(P<0.05).Pathological observations revealed varying degrees of bronchial wall destruction,alveolar fusion,edema,neutrophil infiltration,and hemorrhage,with the severity increasing with elastase dose,which confirming successful establishment of the mouse model of bronchiectasis.② Well-dispersed rePO-FN nanoparticles were successfully prepared,with an average particle size of 91.28 nm,a Zeta potential of approximately-6.5 mV,and a polydispersity index(PDI)of 0.306.Molecular sieve chromatography determined the elution volume of rePO-FN protein to be 8.80 mL,corresponding to a molecular weight of approximately 1 400 kDa.③ Under acute PA XN-1 strain infection,the survival rate of the rePO-FN immunization group and the bronchiectasis rePO-FN immunization group were significantly higher than that of the PBS control group(P<0.05).Additionally,bacterial colonization in the lung tissues was significantly lower in the rePO-FN immune group and the bronchiectasis rePO-FN immune group under acute PA XN-1 strain infection than that in the rePO group and the bronchiectasis rePO group(P<0.05).Conclusion Our vaccine rePO-FN can effectively trigger a strong humoral immune response and provide significant protection against PA infection in a mouse bronchiectasis model.
5.Clinical characteristics of malignant insulinomas and benign insulinomas
Yan LIU ; Jie YU ; Yiwen LIU ; Fan PING ; Huabing ZHANG ; Lingling XU ; Yuxiu LI
Basic & Clinical Medicine 2025;45(10):1356-1361
Objective To analyze the differences in clinical indicators between malignant insulinoma and benign in-sulinoma,in order to provide diagnostic and therapeutic insights for the early detection and diagnosis of malignant insulinoma.Methods A retrospective analysis was conducted in patients diagnosed and treated for insulinoma at Peking Union Medical College Hospital from January 2018 to June 2022.Among them,10 cases were diagnosed as malignant insulinoma.Twenty cases of benign insulinoma patients matched for age,sex,and body mass index(BMI),were randomly selected.Statistical analysis was performed to compare the differences between malignant and benign insulinomas.Results 1)Compared to benign insulinoma,malignant insulinoma showed significantly ele-vated C-peptide(CP)and C-peptide to glucose ratio(CPGlu)during hypoglycemia(blood glucose<3.0 mmol/L)[6.04(3.40,6.76)vs 1.68(1.39,2.47)ng/mL,P<0.05),2.25(1.12,3.58)vs 0.74(0.54,1.54),P<0.05].The tumor diameter(DIA)was larger(1.9±0.6 vs 1.4±0.3 cm,P<0.05),and the insulin level at 300 minutes(INS300)during the 5-hour oral glucose tolerance test(5 h OGTT)was significantly elevated(30.47±5.67 vs 9.67±3.32)μIU/mL,P<0.01).Levels of blood tumor markers AFP,CEA,and CA724 were also increased(P<0.05).2)Correlation analysis indicated that CP,CPGlu,DIA,INS300,AFP,CEA,and CA724 were positively correlated with malignant insulinoma during hypoglycemia.3)The ROC curve analysis suggested that the optimal cut-off points for distinguishing malignant from benign insulinomas were CP 2.49 ng/mL,CPGlu 1.31,DIA 1.85 cm,and INS300 20.22 μIU/mL,respectively.Conclusions In clinical practice,if an insulinoma patient has a CP level higher than 2.49 ng/mL and a tumor diameter larger than 1.9 cm during hypoglycemia,the possibility of malignant insulinoma should be considered,warranting further examinations and enhanced follow-up.Persistent elevation of AFP,CEA,and CA724 may indicate malignant insulinoma.
6.Delivery of Sophora flavescens Ait. using a dissolving microneedle enables enhanced psoriasis treatment
Zihan Zhou ; Jie Zhang ; Yiwen Chen ; Bingbing Wang ; Ping Hou ; Zifan Ding ; Luzheng Zhang ; Jianlin Wang ; Nailiang Yang ; Cong Yan
Journal of Traditional Chinese Medical Sciences 2025;2025(2):277-286
ObjectiveTo assess the efficiency of a Sophora flavescens Ait (S. flavescens, Ku Shen)-soluble microneedle (SFA-MN) for improving skin lesion symptoms in mice with psoriasis.MethodsSFA-MNs were prepared using a two-mold molding process with 20% w/v polyvinylpyrrolidone and 15% w/v polyvinyl alcohol. The SFA-MNs were assessed for morphology, mechanical properties, in vitro dissolution, identification of components, and skin lesion improvement in imiquimod-induced psoriasis mice.ResultsThe SFA-MNs demonstrated good mechanical properties for efficiently penetrating the dermis, facilitating efficient drug delivery. Furthermore, they effectively inhibited mast cell levels in the dorsal lesion area of psoriasis mice and reduced the expression of the T-lymphocyte factor cluster of differentiation 3 and tumor necrosis factor-α. In addition, this system alleviated skin inflammation, splenic swelling, and thymic atrophy in the psoriasis-like mouse model. Seven major components were detected from SFA-MNs by comparison of the mass-to-nucleus ratios (m/z) of the secondary fragments N-methylcytisine, 5α, 9α-dihydroxymatrine, sophoramine, matrine, oxysophocarpine, oxymatrine, and kushenol O.ConclusionThe drug delivery strategy combining traditional herbal S. flavescens with soluble microneedle technology provides more targeted and effective immune regulation for treating psoriasis-like mice models, enabling enhanced therapeutic effects compared with the control group.
7.Effects of Guben Fangxiao Beverage (固本防哮饮) on Lung Tissue Oxidative Stress and AMPK/Nrf2/HO-1 Pathway in Mice with Bronchial Asthma in Remission
Xiaohan DAI ; Xia ZHAO ; Hua YAN ; Yiwen SHAN
Journal of Traditional Chinese Medicine 2024;65(2):205-212
ObjectiveTo investigate the possible mechanism of Guben Fangxiao Beverage (固本防哮饮) for the prevention and treatment of chronic airway inflammation during asthma remission. MethodsThirty-six female Balb/c mice were randomly divided into normal group, model group, low-, medium-, and high-dose of Guben Fangxiao Beverage group and montelukast sodium group, with 6 mice in each group. Except for the normal group, ovalbumin and respiratory syncytial virus were used in other groups to establish a mouse model of bronchial asthma in remission stage. After molding, the low-, medium-, and high-dose groups of Guben Fangxiao Beverage were respectively given 12, 24, and 36 g/(kg·d), the montelukast sodium group was given montelukast sodium granule 2.6 mg/(kg·d), and the mice in the normal group and model group were given 20 ml of double-distilled water, all by gavage, once a day for 28 days. The levels of interleukin 4 (IL-4) and interleukin 5 (IL-5) in the lung tissue of mice were detected; HE staining was used to observe the pathology of the lung tissue and to score the inflammation; DHE staining was used to observe the level of reactive oxygen species (ROS) in the lung tissue, and the activities of mitochondrial respiratory chain complexes Ⅰ, Ⅱ, Ⅲ, Ⅳ, and Ⅴ in the lung tissue were detected; the levels of serum superoxide dismutase (SOD), catalase (CAT), malondialdehyde (MDA) and adenosine triphosphate (ATP) were detected; the protein expression levels of phosphorylated adenosine monophosphate-activated protein kinase (p-AMPK), nuclear factor erythroid 2-related factor 2 (Nrf2), haem oxygenase 1 (HO-1) and cAMP responsive element binding protein (CREB) in the lung tissues of the model group were detected by Western blot. ResultsCompared with the normal group, the histopathological results of the lungs of mice in the model group showed an increase in inflammatory cells around the airways and an increase in inflammatory score; DHE staining showed an increase in the level of ROS, and an increase in the levels of IL-4 and IL-5 in the lung tissues; the levels of serum SOD, CAT, and ATP were reduced, and the level of MDA was elevated; the activities of the mitochondrial respiratory chain complexes Ⅰ, Ⅱ, Ⅲ, Ⅳ, and Ⅴ of the lung tissues were reduced, and the activities of p-AMPK, Nrf2, CREB protein expression decreased (P<0.05). Compared with the model group, the lung tissue inflammatory cells and inflammation scores of mice in each Guben Fangxiao Beverage dose group and montelukast sodium group were reduced; the levels of ROS, IL-4 and IL-5 in the lung tissue were reduced; the levels of CAT and ATP in the serum increased, and the content of MDA was reduced; and the activities of mitochondrial respiratory chain complexes Ⅰ and Ⅱ, as well as the expression of CREB protein, were elevated in the lung tissue (P<0.05). Compared with the high-dose group, the MDA level of the medium-dose Guben Fangxiao Beverage group decreased (P<0.05). The activity of mitochondrial respiratory chain complex V in the medium-dose group was higher than that in the montelukast sodium group, and the activity of mitochondrial respiratory chain complex Ⅳ in the medium- and high-dose groups was higher than that in the low-dose group (P<0.05). ConclusionGuben Fangxiao Beverage can inhibit oxidative stress and improve mitochondrial function to relieve chronic airway inflammation in bronchial asthma model mice during asthma remission, and its mechanism may be related to the activation of AMPK/Nrf2/HO-1 signaling pathway.
8.Application of OSCE-guided Scenario-based Practical Teaching Model in Clinical Pharmacist Training
Tiantian TANG ; Yiwen XIAO ; Haiyan YUAN ; Qiong LU ; Ying WANG ; Wenhui LIU ; Shenglan TAN ; Bikui ZHANG ; Daxiong XIANG ; Yan CHENG ; Yangang ZHOU ; Ping XU
Chinese Journal of Modern Applied Pharmacy 2024;41(10):1409-1414
OBJECTIVE
To explore the specific application and evaluation effect of objective structured clinical examination(OSCE)-guided scenario-based practical teaching mode in training clinical pharmacists.
METHODS
Fifty-six trainees who participated in the clinical pharmacist training program in the Second Xiangya Hospital of Central South University from October 2020 to September 2022 were selected as the research objects. OSCE-guided teaching was conducted, and the application effect of OSCE-guided teaching mode in clinical pharmacist training was explored and analyzed by using theoretical examination results and OSCE assessment results as evaluation indicators.
RESULTS
Through comparative analysis, it was found that the OSCE-guided teaching mode not only enabled students to better grasp the theoretical knowledge points required by the training outline, but also improved their clinical thinking ability, problem-solving ability, and communication and coordination skills to varying degrees.
CONCLUSION
For clinical pharmacist trainees, the OSCE teaching mode is conducive to the comprehensive improvement of clinical pharmacist skills and is suitable for cultivating clinical pharmacists who are capable of independently carrying out clinical pharmacy services in the new situation.
9.Trends in antimicrobial use and hospital infection incidence among inpatients
Yiwen SUN ; Sijin YAN ; Feng LU ; Xiaofang FU ; Ruihong SHEN ; Yayun YUAN ; Bingchao CAI ; Ya YANG ; Mei HUANG ; Haiqun BAN
Shanghai Journal of Preventive Medicine 2024;36(5):491-496
ObjectiveTo understand the use of antibiotics in inpatients and the incidence and trend of hospital infections, to explore the implementation effect of comprehensive management measures, and to provide reference for hospitals to use antibiotics reasonably. MethodsBased on the hospital infection monitoring and management system, a retrospective analysis and comparison were conducted on the use of antibiotics, submission of microbial test samples, and incidence of hospital infections among inpatients in a tertiary hospital from 2012 to 2021. ResultsFrom 2012 to 2021, the use of antibiotics showed a downward trend, from 50.82% in 2012 to 41.29% in 2021. At the same time, the use rate of restricted and special antibiotics had also decreased, and the use rate of restricted and special antibiotics in patients without hospital infection was significantly lower than that in patients with hospital infection, and the microbial testing rate was also on the rise. The annual incidence rate of hospital infection was 0.69%‒1.92%, and the annual case-time prevalence rate was 0.79%‒2.17%. The annual average rate of the above two in 10 years was 1.18% and 1.34%, respectively. The results of the exponential smoothing model also showed that the utilization rate of antibiotics was decreasing and the incidence of nosocomial infection was stable. ConclusionLarge general hospitals took comprehensive management measures to strengthen the management of rational use of antibiotics, which led to a decline in the use rate of antibacterial drugs for inpatients and an increase in the rate of microbial examination. At the same time, the overall incidence of hospital infection was relatively stable, suggesting that the comprehensive management measures of antibacterial drugs in hospitals had achieved certain results. The current measures need to be optimized in the future to continuously improve the management level of rational use of antibacterial drugs.
10.Construction and application of a deep learning-based assistant system for corneal in vivo confocal microscopy images recognition
Yulin YAN ; Weiyan JIANG ; Simin CHENG ; Yiwen ZHOU ; Yi YU ; Biqing ZHENG ; Yanning YANG
Chinese Journal of Experimental Ophthalmology 2024;42(2):129-135
Objective:To construct an artificial intelligence (AI)-assisted system based on deep learning for corneal in vivo confocal microscopy (IVCM) image recognition and to evaluate its value in clinical applications. Methods:A diagnostic study was conducted.A total of 18 860 corneal images were collected from 331 subjects who underwent IVCM examination at Renmin Hospital of Wuhan University and Zhongnan Hospital of Wuhan University from May 2021 to September 2022.The collected images were used for model training and testing after being reviewed and classified by corneal experts.The model design included a low-quality image filtering model, a corneal image diagnosis model, and a 4-layer identification model for corneal epithelium, Bowman membrane, stroma, and endothelium, to initially determine normal and abnormal corneal images and corresponding corneal layers.A human-machine competition was conducted with another 360 database-independent IVCM images to compare the accuracy and time spent on image recognition by three senior ophthalmologists and the AI system.In addition, 8 trainees without IVCM training and with less than three years of clinical experience were selected to recognize the same 360 images without and with model assistance to analyze the effectiveness of model assistance.This study adhered to the Declaration of Helsinki.The study protocol was approved by the Ethics Committee of Renmin Hospital of Wuhan University (No.WDRY2021-K148).Results:The accuracy of this diagnostic model in screening high-quality images was 0.954.Its overall accuracy in identifying normal/abnormal corneal images was 0.916 and 0.896 in the internal and external test sets, respectively.Its accuracy reached 0.983, 0.925 in the internal test sets and 0.988, 0.929 in the external test sets in identifying corneal layers of normal and abnormal images, respectively.In the human-machine competition, the overall recognition accuracy of the model was 0.878, which was similar to the average accuracy of the three senior physicians and was approximately 300 times faster than the experts in recognition speed.Trainees assisted by the system achieved an accuracy of 0.816±0.043 in identifying corneal layers of normal and abnormal images, which was significantly higher than 0.669±0.061 without model assistance ( t=6.304, P<0.001). Conclusions:A deep learning-based assistant system for corneal IVCM image recognition is successfully constructed.This system can discriminate normal/abnormal corneal images and diagnose the corresponding corneal layer of the images, which can improve the efficiency of clinical diagnosis and assist doctors in training and learning.


Result Analysis
Print
Save
E-mail