1.Construction of a prognostic prediction model for invasive lung adenocarcinoma based on machine learning
Yanqi CUI ; Jingrong YANG ; Lin NI ; Duohuang LIAN ; Shixin YE ; Yi LIAO ; Jincan ZHANG ; Zhiyong ZENG
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2025;32(01):80-86
Objective To determine the prognostic biomarkers and new therapeutic targets of the lung adenocarcinoma (LUAD), based on which to establish a prediction model for the survival of LUAD patients. Methods An integrative analysis was conducted on gene expression and clinicopathologic data of LUAD, which were obtained from the UCSC database. Subsequently, various methods, including screening of differentially expressed genes (DEGs), Gene Ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis and Gene Set Enrichment Analysis (GSEA), were employed to analyze the data. Cox regression and least absolute shrinkage and selection operator (LASSO) regression were used to establish an assessment model. Based on this model, we constructed a nomogram to predict the probable survival of LUAD patients at different time points (1-year, 2-year, 3-year, 5-year, and 10-year). Finally, we evaluated the predictive ability of our model using Kaplan-Meier survival curves, receiver operating characteristic (ROC) curves, and time-dependent ROC curves. The validation group further verified the prognostic value of the model. Results The different-grade pathological subtypes' DEGs were mainly enriched in biological processes such as metabolism of xenobiotics by cytochrome P450, natural killer cell-mediated cytotoxicity, antigen processing and presentation, and regulation of enzyme activity, which were closely related to tumor development. Through Cox regression and LASSO regression, we constructed a reliable prediction model consisting of a five-gene panel (MELTF, MAGEA1, FGF19, DKK4, C14ORF105). The model demonstrated excellent specificity and sensitivity in ROC curves, with an area under the curve (AUC) of 0.675. The time-dependent ROC analysis revealed AUC values of 0.893, 0.713, and 0.632 for 1-year, 3-year, and 5-year survival, respectively. The advantage of the model was also verified in the validation group. Additionally, we developed a nomogram that accurately predicted survival, as demonstrated by calibration curves and C-index. Conclusion We have developed a prognostic prediction model for LUAD consisting of five genes. This novel approach offers clinical practitioners a personalized tool for making informed decisions regarding the prognosis of their patients.
2.Bardoxolone methyl blocks the efflux of Zn2+ by targeting hZnT1 to inhibit the proliferation and metastasis of cervical cancer.
Yaxin WANG ; Qinqin LIANG ; Shengjian LIANG ; Yuanyue SHAN ; Sai SHI ; Xiaoyu ZHOU ; Ziyu WANG ; Zhili XU ; Duanqing PEI ; Mingfeng ZHANG ; Zhiyong LOU ; Binghong XU ; Sheng YE
Protein & Cell 2025;16(11):991-996
3.Investigation of hepatitis B surface antibody levels among preschool and school-age children in Tonglu County, Zhejiang Province
Yang YE ; Xiaoxin ZHANG ; Shushu WEI ; Zhiyong ZHU ; Zhifang LI
Shanghai Journal of Preventive Medicine 2025;37(2):164-167
ObjectiveTo investigate the level of hepatitis B surface antibody (anti-HBs) among preschool children (aged 3‒6 years) and primary and secondary school students in Tonglu County, Zhejiang Province, to evaluate the effectiveness of hepatitis B vaccination, and to provide a basis for hepatitis B prevention and control in the region. MethodsAs part of the 2023 Tonglu County Urban and Rural Residents Health Examination Program, blood samples were collected during health check-ups. Fingertip blood samples were obtained from preschool children, while venous blood samples were collected from primary and secondary school children. The anti-HBs levels in blood (positive + / negative -) were qualitatively tested using hepatitis B surface antibody test kits (latex method). The differences in anti-HBs positivity rates among different age groups were analyzed. ResultsBetween April 1, 2023 and June 30, 2023, a total of 52 919 individuals were surveyed, including 11 973 preschool children and 40 946 primary and secondary school students. The overall anti-HBs positivity rate was 39.74%, with the highest positivity rate observed among preschool children (60.20%). Age was negatively correlated with the anti-HBs positivity rate (P<0.001). No significant gender differences in anti-HBs positivity rates were observed. The anti-HBs positive rate in rural areas was higher than that in urban areas, with statistically significant differences across school grade groups (primary grades 1‒3, grades 4‒6, middle school, and high school) (P<0.001). ConclusionThe anti-HBs positivity rate among preschool and school-age children in Tonglu County decreases with age and remains relatively low. It is recommended to strengthen the monitoring of hepatitis B antibody levels and promote health education among preschool and school-age children. Children who have not completed the full hepatitis B vaccination should receive timely catch-up vaccination.
4.Health-related quality of life among elderly patients with metabolic syndrome
DENG Tianrui ; WANG Zhiyong ; YE Qing ; TANG Wei ; YANG Bin ; XU Fei
Journal of Preventive Medicine 2025;37(4):325-330
Objective:
To investigate the health-related quality of life and its influencing factors in elderly patients with metabolic syndrome (MS), so as to provide the evidence for improving health-related quality of life in older adults with chronic diseases.
Methods:
In 2021, elderly MS patients aged ≥60 years from four districts in Nanjing City were selected as the study subjects using a multi-stage random sampling method. Data on social demographic information, lifestyle, disease history and blood biochemical indicators were collected through questionnaire surveys, physical examination and laboratory tests. Health utility value and EuroQol Visual Analog Scale (EQ-VAS) score were assessed using the EuroQol 5-dimension 3-level questionnaire. Factors affecting health-related quality of life were identified with the Tobit regression model and multiple linear regression model.
Results:
A total of 3 378 elderly MS patients were included, with a median age of 67.00 (interquartile range, 7.00) years. There were 1 558 males (46.12%) and 1 820 females (53.88%). The median (interquartile range) of health utility value and EQ-VAS score were 1.00 (0.03) and 80.00 (15.00). Tobit regression and multiple linear regression analysis showed that gender (female, β=-0.034), education level (middle school, β=0.024; junior college and above, β=0.046), marital status (married, β=0.014), physical activity (sufficient, β=0.013), vegetable intake (meet standard, β=-0.009) and fruit intake (meet standard, β=0.016) were the influencing factors of health utility value. Residence (urban area, β=1.933) and alcohol consumption (yes, β=1.761) were influencing factors of EQ-VAS score. Age, cardiovascular and cerebrovascular diseases, malignant tumors and chronic respiratory diseases were the influencing factors of health utility value and EQ-VAS score.
Conclusion
Age, sex, marital status, residence, lifestyle and disease are mainly associatied with the health-related quality of life in elderly MS patients.
5.Applicability of D-dimer combined with Tei index in assessing the volume load of patients with acute decompensated heart failure
Zhiyong YE ; Xianxing YU ; Hui JIANG
Military Medical Sciences 2025;49(4):289-295
Objective To investigate the applicability of D-dimer levels combined with the Tei index in assessing the volume load in patients with acute decompensated heart failure(ADHF).Methods Two hundred patients admitted to the Emergency Department of Taizhou TCM Hospital between 2022 and 2023 were selected as the subjects,who were divided into a low volume load group(n=121)and a high volume load group(n=79)based on plasma volume indices.The clinical indicators and parameters of cardiac function of these subjects were compared.Multivariate Logistic regression analysis was used for identification of potential risk factors for elevated volume loads.A model for prediction of elevated volume loads was developed via Chi-square automatic interaction detection,followed by internal validation via Bootstrapping.Logistic regression analysis was used to study the interactions between D-dimer levels and Tei indices in assessing the volume loads of patients with ADHF.Results Multivariate regression analysis showed that age,Tei index,D-dimer levels and B type natriuretic peptide(BNP)were risk factors for high volume loads in ADHF patients.The decision tree model established had 14 nodes and 8 terminal nodes.Four explanatory variables including age,Tei index,D-dimer levels and BNP were screened out.The area under curve(AUC),sensitivity,specificity and prediction accuracy of the classification tree model were higher than those of the regression model.When D-dimer levels ≥1.16 and Tei index ≥0.65 interacted and co-existed,ADHF patients were at higher risk of developing high volume loads(OR=6.526,95%CI:2.439-7.183).The results of restricted cubic spline analysis pointed to nonlinear dose response relationships in the correlation strength of D-dimer levels,Tei index and volume loads.Conclusion There are interactions between D-dimer levels and Tei index,and the risk of high volume loads in ADHF patients is significantly increased when D-dimer levels are 1.16 or above and Tei index is 0.65 or above.
6.Associations between disorders in activities of daily living and heavy metal concentrations in elderly people
Tingjun LI ; Jiansheng CAI ; Ruiying LI ; Jie XIAO ; Zeyan YE ; Yuqian CHENG ; Zhe LIU ; Zhiyong ZHANG
Journal of Environmental and Occupational Medicine 2024;41(9):995-1003
Background Heavy metals may play an important role in environmental risk factors associated disorders of activities of daily living (ADL) in older adults. Objective To investigate the associations between plasma levels of six heavy metals (zinc, arsenic, cadmium, lead, manganese, and copper) and ADL disorders in older adults. Methods A cross-sectional survey was conducted from 2018 to 2019 among
7.Experts consensus on standard items of the cohort construction and quality control of temporomandibular joint diseases (2024)
Min HU ; Chi YANG ; Huawei LIU ; Haixia LU ; Chen YAO ; Qiufei XIE ; Yongjin CHEN ; Kaiyuan FU ; Bing FANG ; Songsong ZHU ; Qing ZHOU ; Zhiye CHEN ; Yaomin ZHU ; Qingbin ZHANG ; Ying YAN ; Xing LONG ; Zhiyong LI ; Yehua GAN ; Shibin YU ; Yuxing BAI ; Yi ZHANG ; Yanyi WANG ; Jie LEI ; Yong CHENG ; Changkui LIU ; Ye CAO ; Dongmei HE ; Ning WEN ; Shanyong ZHANG ; Minjie CHEN ; Guoliang JIAO ; Xinhua LIU ; Hua JIANG ; Yang HE ; Pei SHEN ; Haitao HUANG ; Yongfeng LI ; Jisi ZHENG ; Jing GUO ; Lisheng ZHAO ; Laiqing XU
Chinese Journal of Stomatology 2024;59(10):977-987
Temporomandibular joint (TMJ) diseases are common clinical conditions. The number of patients with TMJ diseases is large, and the etiology, epidemiology, disease spectrum, and treatment of the disease remain controversial and unknown. To understand and master the current situation of the occurrence, development and prevention of TMJ diseases, as well as to identify the patterns in etiology, incidence, drug sensitivity, and prognosis is crucial for alleviating patients′suffering.This will facilitate in-depth medical research, effective disease prevention measures, and the formulation of corresponding health policies. Cohort construction and research has an irreplaceable role in precise disease prevention and significant improvement in diagnosis and treatment levels. Large-scale cohort studies are needed to explore the relationship between potential risk factors and outcomes of TMJ diseases, and to observe disease prognoses through long-term follw-ups. The consensus aims to establish a standard conceptual frame work for a cohort study on patients with TMJ disease while providing ideas for cohort data standards to this condition. TMJ disease cohort data consists of both common data standards applicable to all specific disease cohorts as well as disease-specific data standards. Common data were available for each specific disease cohort. By integrating different cohort research resources, standard problems or study variables can be unified. Long-term follow-up can be performed using consistent definitions and criteria across different projects for better core data collection. It is hoped that this consensus will be facilitate the development cohort studies of TMJ diseases.
8.Effect of shoulder-high head back-up position on airway obstruction and hypoxia during fiberoptic bronchoscopy under non-intubated general anesthesia
Guangshun LIU ; Yahong WANG ; Yuhang QUAN ; Kezhong YE ; Xiangwu ZHANG ; Zhiyong LYU
The Journal of Clinical Anesthesiology 2024;40(6):570-575
Objective To observe the effect of shoulder-high head back-up position on airway ob-struction and hypoxia during fiberoptic bronchoscopy under non-intubated general anesthesia.Methods A total of 170 patients undergoing painless fiberoptic bronchoscopy,97 males and 73 females,aged 18-64 years,BMI 18.5-28.0 kg/m2,ASA physical status Ⅰ-Ⅲ,were randomly divided into two groups by ran-dom number method:observation group(group D,n=84)and control group(group C,n=83).Group D adopted the shoulder-high head back-up position,and group C adopted the supine position.All the pa-tients received intravenous general anesthesia of propfol combined with sufentanil,and were oxygenated via an ordinary endoscopic mask with an oxygen flow rate of 8-10 L/min.Fiberoptic bronchoscopy was per-formed when the modified observer assessment of alertness and sedation(MOAA/S)score was≤1 point.The number of cases in which hypoxia occurred and corrective measures were taken were recorded.The changes of HR,SBP,DBP,and SpO2 before induction of anesthesia(T1),1 minute after induction of an-esthesia(T2),endotracheal surface anesthesia(T3),at the time of examination(T4),and at the end of the examination(T5)were recorded.The degree of obstruction of the retropalatal space and retroglossal space at T2 were recorded.The level of glottic exposure and operating comfort of the endoscopist were recor-ded during the examination,and the incidence of postoperative neck discomfort,postoperative headache,postoperative dizziness,and nausea and vomiting were recorded.Results Compared with group C,the in-cidence of intraoperative moderate hypoxia,severe hypoxia,jaw support,and assisted ventilation was signifi-cantly decreased in group D(P<0.05).Compared with T1,the HR were significantly increased at T3 and T4(P<0.05),SBP and DBP were significantly decreased at T2,T4,and T5(P<0.05),SpO2 was sig-nificantly increased at T2 and decreased at T4 in the two groups(P<0.05),and SpO2 in group C was sig-nificantly decreased at T3(P<0.05).Compared with group C,SpO2 was significantly increased at T4,the incidence of non-obstruction in the retrolingual space was significantly increased,and the incidence of com-plete obstruction in the retrolingual space was significantly decreased at T2,and the incidence of good glottic exposure was significantly increased,the incidence of poor glottic exposure was significantly decreased,and the incidence of good operating comfort of the endoscopist was significantly increased in group D(P<0.05).There was no significant difference in the incidence of postoperative adverse events between the two groups.Conclusion Shoulder-high head back-up position can alleviate airway obstruction and reduce the incidence of hypoxia during fiberoptic bronchoscopy under non-intubated general anesthesia.
9.Application of GLIM criteria for malnutrition diagnosis in 5 236 elderly inpatients
Jingsi SONG ; Chunyan DU ; Shi QIU ; Junchi YE ; Na YU ; Zhiyong RAO ; Xiaofan JING
Chinese Journal of Clinical Nutrition 2024;32(3):150-155
Objective:To analyze the nutritional status of elderly inpatients using Global Leadership Initiative on Malnutrition (GLIM) criteria.Methods:A total of 5 236 elderly patients (aged 65 years or older) who were hospitalized at the West China Hospital, Sichuan University from March 2021 to March 2022 were included. The nutritional status was analyzed using the GLIM diagnostic criteria for malnutrition.Results:The rate of patients at nutritional risk was 30.29%, and the incidence of malnutrition as per GLIM criteria was 15.64%. The levels of hemoglobin, albumin, triglycerides, and cholesterol, and body mass index of the malnutrition group were lower compared with the non-malnutrition group, and the differences were statistically significant ( P<0.05). The non-malnutrition group had significantly shorter hospital stay and lower hospitalization costs compared with the malnutrition group ( P<0.001). Conclusions:The GLIM criteria is suitable for evaluating the nutritional status in elderly inpatients. The incidence of malnutrition in elderly inpatients is relatively high, which deserves attention in clinical management.
10.Effect of ORF9 gene of porcine circovirus type 2 on PK-15 cells
Mengting BIAN ; Haiying LIANG ; Zhiyong ZENG ; Deyuan TANG ; Bin WANG ; Ni YE ; Jiajia LIU ; Shu HUANG ; Xiangying PAN ; Hongli TIAN
Chinese Journal of Veterinary Science 2024;44(7):1349-1355
To investigate the effects of ORF9 gene of porcine circovirus type 2(PCV2)on PK-15,eu-karyotic expression plasmid was constructed and transfected into PK-15 cells,and the effects of overexpression of ORF9 on proliferation,apoptosis and immunization of PK-15 cells were exam-ined by flow cytometry and qRT-PCR.The results showed that ORF9 gene overexpression signifi-cantly up-regulated the expression levels of the ER stress marker gene GRP78,increased the num-ber of S phase cells,accelerated cell cycle progression,increased the apoptosis rate of PK-15 cells,up-regulated the expression levels of apoptosis-related genes caspase-3,caspase-8,caspase-9,p53 and Bax(P<0.01),down-regulated the expression levels of apoptosis-related genes Bcl-2,up-reg-ulated the expression levels of immune-related genes 1L-8,IL-10,NF-κB and TNF-α(P<0.01),and down-regulated the expression levels of immune-related genes IL-2,IFN-β and IL-12(P<0.01).The above results indicate that ORF9 gene may promote the proliferation and apoptosis of PK-15 cells and play a role in the escape process of PK-15 cells.


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