1.Analysis of the nonlinear relationship between hypothermic machine perfusion parameters and delayed graft function and construction of an optimized predictive model based on sampling algorithms
Boqing DONG ; Chongfeng WANG ; Yuting ZHAO ; Huanjing BI ; Ying WANG ; Jingwen WANG ; Zuhan CHEN ; Ruiyang MA ; Wujun XUE ; Yang LI ; Xiaoming DING
Organ Transplantation 2025;16(4):582-590
Objective To analyze the nonlinear relationship between hypothermic machine perfusion (HMP) parameters and delayed graft function (DGF) and optimize the construction of a predictive model for DGF. Methods The data of 923 recipients who underwent kidney transplantation from deceased donors were retrospectively analyzed. According to the occurrence of DGF, the recipients were divided into DGF group (n=823) and non-DGF group (n=100). Donor data, HMP parameters and recipient data were analyzed for both groups. The nonlinear relationship between HMP parameters and the occurrence of DGF was explored based on restricted cubic splines (RCS). Over-sampling, under-sampling and balanced sampling were used to address the imbalance in the proportion of DGF to construct logistic regression predictive models. The area under the curve (AUC) of each model was compared in the validation set, and a nomogram model was constructed. Results Donor BMI, cold ischemia time of the donor kidney, and HMP parameters (initial and final pressures, resistance, and perfusion time) were significantly different between the DGF and non-DGF groups (all P<0.05). The RCS analysis revealed a threshold-like nonlinear relationship between HMP parameters and the risk of DGF. Among the models constructed using different sampling methods, the balanced sampling model had the highest AUC. Using this model, a nomogram was constructed to stratify recipients based on risk scores. Recipients in the high-risk group had higher serum creatinine levels at 1, 6, and 12 months after kidney transplantation compared to those in the low-risk group (all P<0.05). Conclusions There is a nonlinear relationship between HMP parameters and the risk of DGF, and the threshold is helpful for organ quality assessment and monitoring of graft function after transplantation. The predictive model for DGF constructed on the base of balanced sampling algorithms helps perioperative decision-making and postoperative graft function monitoring of kidney transplantation.
2.Influence of high-altitude environment on the risk of pre-eclampsia in Gansu Province, China
Ruiyang PU ; Tao QU ; Jun WANG ; Fangxian ZHANG ; Yimin KANG ; Xiaotong SUN
Chinese Journal of Obstetrics and Gynecology 2025;60(9):716-722
Objective:To investigate the effect of altitude on the risk of pre-eclampsia (PE).Methods:This cross-sectional study included 19 246 pregnant women who delivered in Gansu Provincial Hospital from January 2016 to December 2020. General clinical data, pregnancy outcomes and neonatal outcomes were collected. The diagnosis of PE was based on the disease diagnosis coding of medical record information system and the Chinese guidelines for the diagnosis and treatment of hypertensive disorders in pregnancy (2020). According to the altitude of residence, the subjects were divided into low altitude group (9 931 cases), middle altitude group (9 068 cases) and high altitude group (247 cases). Univariate and multivariate logistic regression analyses were used to evaluate the relationship between altitude and the risk of PE, after adjusting for confounding factors such as age, ethnicity, mode of conception, gestational diabetes mellitus, and hemoglobin level.Results:(1) Among the 19 246 pregnant women, 752 (3.91%, 752/19 246) were diagnosed with PE. The incidence of PE in the low altitude group, middle altitude group and high altitude group was 2.95% (293/9 931), 4.91% (445/9 068) and 5.67% (14/247), respectively. With the increase of living altitude, the incidence of PE increased significantly ( P<0.001). (2) The results of univariate logistic analysis showed that compared with the low altitude area, the risk of PE in pregnant women living in the middle altitude area and high altitude area increased by 70% ( OR=1.70, 95% CI: 1.46-1.97; P<0.001) and 98% ( OR=1.98, 95% CI: 1.14-3.43; P=0.016). (3) The results of multivariate logistic regression analysis showed that after fully adjusting for confounding factors, the risk of PE increased by 40% for every 500 meters of elevation ( OR=1.40, 95% CI: 1.25-1.57; P<0.001). Compared with those living in low altitude areas, the risk of PE in pregnant women living in middle altitude and high altitude areas increased by 72% ( OR=1.72, 95% CI: 1.47-2.00; P<0.001) and 100% ( OR=2.00, 95% CI: 1.07-3.74; P=0.030). Conclusion:In the high-altitude environment of Gansu Province, the risk of PE gradually increases with the increase of altitude.
3.Preliminary study on the construction of an echocardiogram image quality control system based on artificial intelligence
Zhanru QI ; Hanlin CHENG ; Chunjie SHAN ; Ruiyang CHEN ; Hexiang WENG ; Yue DU ; Guanjun GUO ; Xiaoxian WANG ; Jing YAO ; Shouhua LUO ; Aijuan FANG ; Hui CHEN ; Zhongqing SHI
Chinese Journal of Ultrasonography 2025;34(2):107-113
Object:To explore the feasibility of using artificial intelligence for quality control of echocardiographic images.Methods:Retrospectively,5 000 two-dimensional echocardiographic video images within the period from 2021 to 2023 were randomly retrieved from the echocardiography database of Nanjing Drum Tower Hospital,Affiliated Hospital of Medical School,Nanjing University. Among these selected images,1 559 of them were apical views. The physician team formulated the scoring rules,which specifically included four scoring criteria:gain,scaling ratio,cardiac axis angle,and structure. Subsequently,the data were labeled with view classification and image quality scores. The labeled data were further partitioned into the training set( n = 643),the validation set( n = 276),and the test set( n = 640). The training and validation sets were utilized for constructing the models for view classification and quality assessment,while the test set was employed to verify the models' effectiveness. The view classification module was implemented using the SlowFast model,and the quality assessment module involved algorithms such as ResNet,Video Swin Transformer,SSD,and U-Net. Results:The average accuracy,precision,recall rate and F1 score of the classification model in identifying each apical view were 0.987 1,0.983 0,0.987 1 and 0.984 9 respectively,and the inference time was(333.4 ± 105.4)ms. The average accuracies of the quality assessment module in terms of gain,scaling ratio,cardiac axis angle and display of main structures were 0.915 1,0.928 2,0.938 7 and 0.965 6 respectively,and the overall scoring accuracy was 0.912 7.Conclusions:The echocardiogram quality control system developed in this research can effectively classify and evaluate the quality of two-dimensional images of the apical views in echocardiograms. Moreover,it guarantees the objectivity,timeliness and high-efficiency of quality control,which has reference value for the establishment of the echocardiogram quality control system.
4.Resting-state functional connectivity changes of mirror neuron system brain regions in male nicotine addicts
Ruiyang LI ; Jianjun ZHANG ; Qiaoli ZHANG ; Mei XIE ; Zhiqiang LI ; Dongyan CHEN ; Siyin LI ; Tao WANG
Chinese Journal of Medical Imaging Technology 2025;41(9):1498-1501
Objective To observe resting-state functional connectivity(rs-FC)changes of mirror neuron system(MNS)brain regions in male nicotine addicts,and to explore their correlations with the degree of addiction.Methods Twenty-five male nicotine addicts(addiction group)and 27 healthy males(control group)were prospectively recruited,and resting-statefunctional MR scanning was performed.The general information and rs-FC values were compared between groups,and correlations of rs-FC values with Fagerstr?m test for nicotine dependence(FTND)and heaviness of smoking index(HSI)scale scores in addiction group were analyzed.Results No significant difference of age nor education level was found between groups(both P>0.05).Compared to control group,rs-FC values between left inferior frontal gyrus(IFG.L)and right middle temporal gyrus(MTG.R)as well as right middle occipital gyrus(MOG.R)increased(GRF corrected,voxel-level P<0.005,cluster-level P<0.05),while between right fusiform gyrus(FFG.R)and right dorsal cingulate gyrus(DCG.R),right supplementary motor area(SMA.R),left medial superior frontal gyrus(SFGmed.L)and left supplementary motor area(SMA.L)decreased(GRF corrected,voxel-level P<0.005,cluster-level P<0.05).In addiction group,rs-FC value between IFG.L and MTG.R was negatively correlated with HSI scale score(r=-0.457,P=0.022),while that between IFG.L and MOG.R was negatively correlated with HSI scale and FTND scores(r=-0.440,-0.458,P=0.028,0.021).Conclusion There were specific changes of rs-FC patterns of MNS brain regions in male nicotine addicts,which were correlated with the degree of addiction.
5.A preliminary study of apolipoprotein B assay combined with whole exome sequencing for accurate diagnosis of hyperlipidemia
Chang ZHAO ; Fang ZHENG ; Xueping QIU ; Liang CAO ; Fan WANG ; Ruiyang ZHU ; Daoxi QI ; Shuyang SHENG
Chinese Journal of Laboratory Medicine 2025;48(7):895-901
Objective:To investigate the use of apolipoprotein B (ApoB) diagnostic algorithm for hyperlipidemia typing combined with whole exome sequencing in the precise diagnosis of familial hyperlipidemia.Methods:A retrospective observational study was conducted by collecting clinical information on all patients who attended our hospital, and had their lipid levels tested from January 2023 to May 2024, including 440 patients with low-density lipoprotein cholesterol (LDL-C)>4.10 mmol/L. Family history, current lipid levels, medication use, and comorbidities were collected by telephone follow-ups. Among them, 10 patients had a family history of hyperlipidemia. Peripheral venous blood samples were collected from patients with a family history of hyperlipidemia, and whole exome sequencing was performed.Results:According to the Fredrickson typing of WHO, 10 patients (P1 to P10) could be categorized into two groups, of which only type Ⅱa could be excluded in 6 cases, and the typing could not be determined in 4 cases. The ApoB diagnostic algorithm of hyperlipidemia typing could classify patients P1 and P2 as type Ⅱa, patients P3 to P7, P9 and P10 as type Ⅱb, and patient P8 as type Ⅴ, respectively. Whole exome sequencing detected mutations in LDLR, PCSK9, C5AR2, KIF12, ALMS1, ABCG5, COL4A3, and MTTP genes.Conclusion:The ApoB diagnostic algorithm for hyperlipidemia can be used for accurate typing of hyperlipidemia, and ApoB could be recommended as a routine lipid testing parameter. The ApoB diagnostic algorithm for hyperlipidemia combined with whole exome sequencing could be used for the accurate typing of patients with familial hyperlipidemia and defining the underlying gene mutations.
6.Quercetin ameliorates myocardial injury in diabetic rats by regulating L-type calcium channels.
Hongyan SUN ; Guoqing LU ; Chengwen FU ; Mengwen XU ; Xiaoyi ZHU ; Guoquan XING ; Leqiang LIU ; Yufei KE ; Lemei CUI ; Ruiyang CHEN ; Lei WANG ; Pinfang KANG ; Bi TANG
Journal of Southern Medical University 2025;45(3):531-541
OBJECTIVES:
To investigate the effects of quercetin on cuproptosis and L-type calcium currents in the myocardium of diabetic rats.
METHODS:
Forty SD rats were randomized into control group and diabetic model groups. The rat models of diabetes mellitus (DM) induced by high-fat and high-sugar diet combined with streptozotocin (STZ) injection were further divided into DM model group, quercetin treatment group, and empagliflozin treatment group (n=10). Blood glucose and body weight were measured every other week, and cardiac function of the rats was evaluated using echocardiography. HE staining, Sirius red staining, and wheat germ agglutinin (WGA) analysis were used to observe the changes in myocardial histomorphology, and serum copper levels and myocardial FDX1 expression were detected. In cultured rat cardiomyocyte H9c2 cells with high-glucose exposure, the effects of quercetin and elesclomol, alone or in combination, on intracellular CK-MB and LDH levels and FDX1 expression were assessed, and the changes in L-type calcium currents were analyzed using patch-clamp technique.
RESULTS:
The diabetic rats exhibited elevated blood glucose, reduced body weight, impaired left ventricular function, increased serum copper levels and myocardial FDX1 expression, decreased L-type calcium currents, and prolonged action potential duration. Quercetin and empagliflozin treatment significantly lowered blood glucose, improved body weight, and restored cardiac function of the diabetic rats, and compared with empagliflozin, quercetin more effectively reduced serum copper levels, downregulated FDX1 expression, and enhanced myocardial L-type calcium currents in diabetic rats. In H9c2 cells, high glucose exposure significantly increased myocardial expressions of FDX1, CK-MB and LDH, which were effectively lowered by quercetin treatment; Elesclomol further elevated FDX1, CK-MB and LDH levels in the exposed cells, and these changes were not significantly affected by the application of quercetin.
CONCLUSIONS
Quercetin ameliorates myocardial injury in diabetic rats possibly by suppressing myocardial cuproptosis signaling and restoring L-type calcium channel activity.
Animals
;
Quercetin/pharmacology*
;
Calcium Channels, L-Type/metabolism*
;
Diabetes Mellitus, Experimental/metabolism*
;
Rats, Sprague-Dawley
;
Rats
;
Myocytes, Cardiac/drug effects*
;
Myocardium/pathology*
;
Male
7.Influence of high-altitude environment on the risk of pre-eclampsia in Gansu Province, China
Ruiyang PU ; Tao QU ; Jun WANG ; Fangxian ZHANG ; Yimin KANG ; Xiaotong SUN
Chinese Journal of Obstetrics and Gynecology 2025;60(9):716-722
Objective:To investigate the effect of altitude on the risk of pre-eclampsia (PE).Methods:This cross-sectional study included 19 246 pregnant women who delivered in Gansu Provincial Hospital from January 2016 to December 2020. General clinical data, pregnancy outcomes and neonatal outcomes were collected. The diagnosis of PE was based on the disease diagnosis coding of medical record information system and the Chinese guidelines for the diagnosis and treatment of hypertensive disorders in pregnancy (2020). According to the altitude of residence, the subjects were divided into low altitude group (9 931 cases), middle altitude group (9 068 cases) and high altitude group (247 cases). Univariate and multivariate logistic regression analyses were used to evaluate the relationship between altitude and the risk of PE, after adjusting for confounding factors such as age, ethnicity, mode of conception, gestational diabetes mellitus, and hemoglobin level.Results:(1) Among the 19 246 pregnant women, 752 (3.91%, 752/19 246) were diagnosed with PE. The incidence of PE in the low altitude group, middle altitude group and high altitude group was 2.95% (293/9 931), 4.91% (445/9 068) and 5.67% (14/247), respectively. With the increase of living altitude, the incidence of PE increased significantly ( P<0.001). (2) The results of univariate logistic analysis showed that compared with the low altitude area, the risk of PE in pregnant women living in the middle altitude area and high altitude area increased by 70% ( OR=1.70, 95% CI: 1.46-1.97; P<0.001) and 98% ( OR=1.98, 95% CI: 1.14-3.43; P=0.016). (3) The results of multivariate logistic regression analysis showed that after fully adjusting for confounding factors, the risk of PE increased by 40% for every 500 meters of elevation ( OR=1.40, 95% CI: 1.25-1.57; P<0.001). Compared with those living in low altitude areas, the risk of PE in pregnant women living in middle altitude and high altitude areas increased by 72% ( OR=1.72, 95% CI: 1.47-2.00; P<0.001) and 100% ( OR=2.00, 95% CI: 1.07-3.74; P=0.030). Conclusion:In the high-altitude environment of Gansu Province, the risk of PE gradually increases with the increase of altitude.
8.Resting-state functional connectivity changes of mirror neuron system brain regions in male nicotine addicts
Ruiyang LI ; Jianjun ZHANG ; Qiaoli ZHANG ; Mei XIE ; Zhiqiang LI ; Dongyan CHEN ; Siyin LI ; Tao WANG
Chinese Journal of Medical Imaging Technology 2025;41(9):1498-1501
Objective To observe resting-state functional connectivity(rs-FC)changes of mirror neuron system(MNS)brain regions in male nicotine addicts,and to explore their correlations with the degree of addiction.Methods Twenty-five male nicotine addicts(addiction group)and 27 healthy males(control group)were prospectively recruited,and resting-statefunctional MR scanning was performed.The general information and rs-FC values were compared between groups,and correlations of rs-FC values with Fagerstr?m test for nicotine dependence(FTND)and heaviness of smoking index(HSI)scale scores in addiction group were analyzed.Results No significant difference of age nor education level was found between groups(both P>0.05).Compared to control group,rs-FC values between left inferior frontal gyrus(IFG.L)and right middle temporal gyrus(MTG.R)as well as right middle occipital gyrus(MOG.R)increased(GRF corrected,voxel-level P<0.005,cluster-level P<0.05),while between right fusiform gyrus(FFG.R)and right dorsal cingulate gyrus(DCG.R),right supplementary motor area(SMA.R),left medial superior frontal gyrus(SFGmed.L)and left supplementary motor area(SMA.L)decreased(GRF corrected,voxel-level P<0.005,cluster-level P<0.05).In addiction group,rs-FC value between IFG.L and MTG.R was negatively correlated with HSI scale score(r=-0.457,P=0.022),while that between IFG.L and MOG.R was negatively correlated with HSI scale and FTND scores(r=-0.440,-0.458,P=0.028,0.021).Conclusion There were specific changes of rs-FC patterns of MNS brain regions in male nicotine addicts,which were correlated with the degree of addiction.
9.Research progress in the clinical application of minimally invasive orthognathic surgery
Ruiyang WANG ; Kai LIU ; Xudong WANG
Journal of Shanghai Jiaotong University(Medical Science) 2025;45(1):101-106
Orthognathic surgery is a procedure that involves cutting the deformed segments of the upper and lower jawbones and moving the dentoalveolar complex to a predetermined corrective position,aiming to establish a harmonious dental arch and occlusal relationship and improve facial appearance.With the rapid advancement of medical technology and the accumulation of clinical experience,minimally invasive orthognathic surgery,which uses endoscopy,piezoelectric bone scalpels,lasers,navigation systems,and robotic-assisted surgical devices,is gaining increasing attention due to its advantages of minimal trauma and high precision.However,the clinical application of minimally invasive orthognathic surgery has not yet been systematically explored.Given its significant role in advancing the field of orthognathic surgery,this paper aims to provide a comprehensive review of the latest progress in the clinical application of minimally invasive orthognathic surgery and offer an outlook on future directions,with the goal of providing valuable insights for future research and clinical practice.
10.Research progress in the clinical application of minimally invasive orthognathic surgery
Ruiyang WANG ; Kai LIU ; Xudong WANG
Journal of Shanghai Jiaotong University(Medical Science) 2025;45(1):101-106
Orthognathic surgery is a procedure that involves cutting the deformed segments of the upper and lower jawbones and moving the dentoalveolar complex to a predetermined corrective position,aiming to establish a harmonious dental arch and occlusal relationship and improve facial appearance.With the rapid advancement of medical technology and the accumulation of clinical experience,minimally invasive orthognathic surgery,which uses endoscopy,piezoelectric bone scalpels,lasers,navigation systems,and robotic-assisted surgical devices,is gaining increasing attention due to its advantages of minimal trauma and high precision.However,the clinical application of minimally invasive orthognathic surgery has not yet been systematically explored.Given its significant role in advancing the field of orthognathic surgery,this paper aims to provide a comprehensive review of the latest progress in the clinical application of minimally invasive orthognathic surgery and offer an outlook on future directions,with the goal of providing valuable insights for future research and clinical practice.

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