1.Analysis on Geographical Distribution Pattern Simulation and Influencing Factors of Potential Suitable Areas for Cynomorium songaricum Rupr
Gonghan TU ; Shaoyang XI ; Xudong GUO ; Huaqian GONG ; Fei CHEN ; Tiantian ZHU ; Li LIU ; Ling JIN
Chinese Journal of Information on Traditional Chinese Medicine 2025;32(9):1-6
Objective To investigate the geographical distribution patterns and influencing factors of suitable habitats for the desert medicinal plant Cynomorium songaricum Rupr under current climatic conditions;To provide a basis for its resource conservation and sustainable utilization.Methods The MaxEnt model was used to analyze potential suitable habitats for Cynomorium songaricum Rupr.Geographical Detector model was used to identify key environmental factors affecting habitat suitability.Surface cover data were overlaid to assess the distribution of sandy and Gobi regions within suitable habitats,enabling a quantitative evaluation of actual potential suitable areas.Results Model predictions indicated a total suitable habitat area of approximately 2.98×106 km2,representing 30.99%of China's mainland area.Highly suitable habitats are concentrated in desert and Gobi regions of Gansu,Xinjiang,Inner Mongolia,Qinghai and Ningxia.Among climatic factors,precipitation of the coldest quarter(bio19),solar radiation in August(srad8),and mean temperature of the coldest quarter(bio11)significantly influence Cynomorium songaricum Rupr distribution.The interaction between temperature and solar radiation intensity exhibited the highest explanatory power for habitat distribution patterns(q=0.82).Overlay analysis with surface cover data estimated the actual potential suitable area at approximately 9.70×105 km2,with sandy regions comprising 5.73×105 km2 and Gobi regions 3.98×105 km2.Conclusion By integrating multi-source data and modeling approaches,this study delineates the potential suitable habitats for Cynomorium songaricum Rupr across China and evaluates the spatial distribution characteristics and influencing factors of suitable habitats in Cynomorium songaricum Rupr.These findings offer a foundation for conserving wild Cynomorium songaricum Rupr resources,optimizing ecological planting regions,and promoting sustainable industry development.
2.Establishment and verification of a nomogram prediction model for residual stone risk following flexible ureteroscopy lithotripsy in treating 2-3 cm renal calculi
Qi DING ; Xiaohua JIN ; Hailiang ZHU ; Cheng CAO ; Zhijiang FAN ; Wenjian TU ; Feng LI ; Bo FAN
Journal of Modern Urology 2025;30(11):967-974
Objective To develop and validate a nomogram prediction model for residual stone risk after flexible ureteroscopic lithotripsy(FURL)in patients with 2-3 cm renal calculi,so as to provide reference for treatment options.Methods Clinical data of 342 patients with renal calculi measuring 2-3 cm undergoing FURL in our hospital during Jun.2017 and Apr.2024 were retrospectively collected.At a 3∶1 randomization ratio,patients were allocated to the training cohort(n=257)and validation cohort(n=85).Patients in the training cohort were stratified into two subgroups based on postoperative stone-free status:residual stone group(n=63)and stone-free group(n=194).Logistic regression analysis was employed to identify factors influencing stone retention and construct the nomogram prediction model.Bootstrapped resampling was applied to validate the model internally,model performance was assessed with calibration curves,Hosmer-Lemeshow test was used to test the degree of fitting,receiver operating characteristic(ROC)curve was plotted to evaluate the predictive accuracy,and decision curve analysis was used to determine the clinical net benefit.The model's generalization capability was evaluated with 10-fold cross-validation of the training set.Results Multivariate logistic regression revealed that stone size,CT value,lower calyx stones,multiple stones,renal infundibulum length(RIL),and renal infundibulum width(RIW)were independent predictors of residual stones(P<0.05).The nomogram based on the above mentioned parameters demonstrated excellent discrimination,with Bootstrap-validated concordance indices of 0.876(training cohort)and 0.948(validation cohort).Hosmer-Lemeshow tests showed good calibration in both cohorts(P>0.05).ROC analysis yielded the area under the curve(AUC)of 0.876 and 0.948 for the training and validation cohorts,respectively.The optimal cutoff value was 0.253,with corresponding sensitivity of 84.13%,specificity of 78.35%,and total score of nomogram of 143.The decision curve analysis showed when the threshold probability of the training cohort and verification cohort was 0-0.81 and 0-0.97,respectively,the nomogram could obtain good clinical net benefit in predicting the risk of residual stones.The average accuracy of 10-fold cross-validation was 0.814,and the average AUC was 0.865.Conclusion The nomogram model effectively predicts residual stone risk following FURL for 2-3 cm renal calculi.It is suggested that patients with a total score of ≤143 may consider undergoing FURL.
3.Establishment and verification of a nomogram prediction model for residual stone risk following flexible ureteroscopy lithotripsy in treating 2-3 cm renal calculi
Qi DING ; Xiaohua JIN ; Hailiang ZHU ; Cheng CAO ; Zhijiang FAN ; Wenjian TU ; Feng LI ; Bo FAN
Journal of Modern Urology 2025;30(11):967-974
Objective To develop and validate a nomogram prediction model for residual stone risk after flexible ureteroscopic lithotripsy(FURL)in patients with 2-3 cm renal calculi,so as to provide reference for treatment options.Methods Clinical data of 342 patients with renal calculi measuring 2-3 cm undergoing FURL in our hospital during Jun.2017 and Apr.2024 were retrospectively collected.At a 3∶1 randomization ratio,patients were allocated to the training cohort(n=257)and validation cohort(n=85).Patients in the training cohort were stratified into two subgroups based on postoperative stone-free status:residual stone group(n=63)and stone-free group(n=194).Logistic regression analysis was employed to identify factors influencing stone retention and construct the nomogram prediction model.Bootstrapped resampling was applied to validate the model internally,model performance was assessed with calibration curves,Hosmer-Lemeshow test was used to test the degree of fitting,receiver operating characteristic(ROC)curve was plotted to evaluate the predictive accuracy,and decision curve analysis was used to determine the clinical net benefit.The model's generalization capability was evaluated with 10-fold cross-validation of the training set.Results Multivariate logistic regression revealed that stone size,CT value,lower calyx stones,multiple stones,renal infundibulum length(RIL),and renal infundibulum width(RIW)were independent predictors of residual stones(P<0.05).The nomogram based on the above mentioned parameters demonstrated excellent discrimination,with Bootstrap-validated concordance indices of 0.876(training cohort)and 0.948(validation cohort).Hosmer-Lemeshow tests showed good calibration in both cohorts(P>0.05).ROC analysis yielded the area under the curve(AUC)of 0.876 and 0.948 for the training and validation cohorts,respectively.The optimal cutoff value was 0.253,with corresponding sensitivity of 84.13%,specificity of 78.35%,and total score of nomogram of 143.The decision curve analysis showed when the threshold probability of the training cohort and verification cohort was 0-0.81 and 0-0.97,respectively,the nomogram could obtain good clinical net benefit in predicting the risk of residual stones.The average accuracy of 10-fold cross-validation was 0.814,and the average AUC was 0.865.Conclusion The nomogram model effectively predicts residual stone risk following FURL for 2-3 cm renal calculi.It is suggested that patients with a total score of ≤143 may consider undergoing FURL.
4.Analysis on Geographical Distribution Pattern Simulation and Influencing Factors of Potential Suitable Areas for Cynomorium songaricum Rupr
Gonghan TU ; Shaoyang XI ; Xudong GUO ; Huaqian GONG ; Fei CHEN ; Tiantian ZHU ; Li LIU ; Ling JIN
Chinese Journal of Information on Traditional Chinese Medicine 2025;32(9):1-6
Objective To investigate the geographical distribution patterns and influencing factors of suitable habitats for the desert medicinal plant Cynomorium songaricum Rupr under current climatic conditions;To provide a basis for its resource conservation and sustainable utilization.Methods The MaxEnt model was used to analyze potential suitable habitats for Cynomorium songaricum Rupr.Geographical Detector model was used to identify key environmental factors affecting habitat suitability.Surface cover data were overlaid to assess the distribution of sandy and Gobi regions within suitable habitats,enabling a quantitative evaluation of actual potential suitable areas.Results Model predictions indicated a total suitable habitat area of approximately 2.98×106 km2,representing 30.99%of China's mainland area.Highly suitable habitats are concentrated in desert and Gobi regions of Gansu,Xinjiang,Inner Mongolia,Qinghai and Ningxia.Among climatic factors,precipitation of the coldest quarter(bio19),solar radiation in August(srad8),and mean temperature of the coldest quarter(bio11)significantly influence Cynomorium songaricum Rupr distribution.The interaction between temperature and solar radiation intensity exhibited the highest explanatory power for habitat distribution patterns(q=0.82).Overlay analysis with surface cover data estimated the actual potential suitable area at approximately 9.70×105 km2,with sandy regions comprising 5.73×105 km2 and Gobi regions 3.98×105 km2.Conclusion By integrating multi-source data and modeling approaches,this study delineates the potential suitable habitats for Cynomorium songaricum Rupr across China and evaluates the spatial distribution characteristics and influencing factors of suitable habitats in Cynomorium songaricum Rupr.These findings offer a foundation for conserving wild Cynomorium songaricum Rupr resources,optimizing ecological planting regions,and promoting sustainable industry development.
5.Deep learning combine with radiomics based on MRI for evaluating H3 K27 status of midline gliomas
Jiaqi TU ; Zhongxiang LUO ; Jianpeng LIU ; Haoqing CHEN ; Bo JIN ; Fengping ZHU ; Yuxin LI ; Bin HU
Chinese Journal of Medical Imaging Technology 2024;40(6):810-814
Objective To observe the value of deep learning combine with radiomics based on MRI for evaluating H3 K27 status of midline gliomas.Methods Totally 127 patients with diffuse midline glioma H3 K27-altered(H3-DMG)and 127 patients with midline glioblastoma(GBM)without H3 K27 mutation were retrospectively enrolled.The patients were randomly divided into training set(n=204)and test set(n=50)at the ratio of 8:2.U-Net neural network visual and radiomics features of tumors were extracted based on MRI,and a deep learning radiomics model was established,its value for evaluating H3 K27 status was observed.Results Based on training set,0.500 was obtained as the security score partition value for the model classification task.In test set,the median safety score of the obtained deep learning radiomics model for evaluating H3 K27 status of H3-DMG and GBM was 0(0,0)and 0.999(0.616,1.000),respectively,for the former was lower than for the latter(Z=-5.114,P<0.001).The sensitivity,specificity,accuracy and area under the curve of deep learning radiomics model for evaluating H3 K27 status in training set was 93.14%,81.37%,87.25%and 0.953(95%CI[0.923,0.976]),respectively,while was 88.00%,80.00%,84.00%and 0.922(95%CI[0.829,0.986])in test set,respectively.Conclusion Deep learning radiomics based on MRI could accurately evaluate H3 K27 status of midline gliomas.
6.Relationship between macular microcirculation,cytokines and anti-VEGF efficacy in DME patients
Yu JIN ; Miao LIU ; Fangxiu YUAN ; Ling WANG ; Qiongjuan ZENG ; Yuzhen ZHU ; Jiaojiao TU ; Jun WANG
China Modern Doctor 2024;62(31):18-22
Objective To investigate the changes of macular microcirculation and aqueous humor cytokine expression in patients with diabetic macular edema(DME)after anti-vascular endothelial growth factor(VEGF)treatment,and analyze the relationship with efficacy.Methods A total of 62 patients(91 eyes)with DME who were treated in the First Hospital of Nanchang from October 2021 to August 2023 were selected and treated with intravitreal injection of conbercept.According to the reduction of central macular thickness(CMT),they were divided into efficacy significant group(CMT reduction≥100μm,59 eyes)and non-efficacy significant group(CMT reduction<100μm or increase,32 eyes).The changes of CMT,vessel density(VD)of superficial capillary plexus(SCP),fovea avascular area(FAZ),VEGF,interleuki(IL)-6,IL-8,and IL-10 after anti-VEGF treatment were analyzed.Receiver operating characteristic(ROC)curve was used to evaluate the predictive value of each index.Results Before treatment,the levels of VEGF and IL-10 in aqueous humor in efficacy significant group were significantly higher than those in non-efficacy significant group,and the level of IL-8 was significantly lower than that in non-efficacy significant group(P<0.05).After treatment,levels of VEGF,IL-6,IL-8 and IL-10 in aqueous humor in both groups were significantly lower than before treatment(P<0.05).The levels of VEGF,IL-6 and IL-8 in aqueous humor in efficacy significant group were significantly lower than those in non-efficacy significant group,and the level of IL-10 was significantly higher than that in non-efficacy significant group(P<0.05).Before and after anti-VEGF treatment,there were no significant changes in FAZ area and SCP-VD in both groups(P>0.05).Correlation analysis showed that VEGF(r=0.571,P<0.001)and IL-10(r=0.382,P=0.008)in aqueous humor at baseline were positively correlated with CMT reduction,IL-8 was negatively correlated with CMT reduction(r=-0.689,P<0.001).IL-6,FAZ area and SCP-VD were not correlated with CMT reduction(P>0.05).Cytokine levels were not correlated with FAZ area and SCP-VD(P>0.05).ROC curve results showed that area under the curve of IL-8,VEGF and IL-10 at baseline predicting anti-VEGF efficacy were 0.825,0.813 and 0.676,respectively.Conclusion The levels of VEGF,IL-8,and IL-10 in aqueous humor at baseline in DME patients were correlated with anti-VEGF efficacy and could predict the efficacy of anti-VEGF.
7.Application value of different language assessment tools in language development assessment of 12-month-old high-risk infants
Lanying JIAN ; Yan LUO ; Yan ZHU ; Chengwei SHEN ; Kexin TU ; Huiling QIN ; Lifang JIN
Chinese Journal of Child Health Care 2024;32(2):149-153
【Objective】 To explore the application value of different language assessment tools in the assessment of language development of 12-month-old high-risk infants, and to screen out simple and valid language assessment tools. 【Methods】 A total of 217 11- to 13-month-old high-risk infants who were followed up at the outpatient service for high-risk infants at the child health clinic of Guiyang Maternal and Child Health Hospital from March 2022 to May 2023 were selected as the study subjects. Their language was evaluated by Early Language Milestone Scale (ELMS), Putonghua Communicative Development Inventory (PCDI) and Ages and Stages Questionnaire-Third Edition (ASQ-3). With Gesell as the gold standard for the assessment of language, the area under receiver operating characteristic curve (AUC), sensitivity, specificity, accuracy, positive predictive value, negative predictive value, Youden index and Kappa value of the three tools were calculated. Spearman correlation analysis was used to analyze the correlation between the different language assessment scales. The Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) was used to evaluate the three tools. 【Results】 1)Among 217 high-risk infants, 78 preterm infants was the most (35.94%). The rate of delayed language development detected by Gesell, ELMS, PCDI-comprehension, PCDI-expression, ASQ-3 were 5.5%, 7.8%, 36.4%, 30.0% and 11.5%, respectively. 2)ASQ-3 had the strongest correlation with Gesell language region (r
8.Clinical efficacy of super-mini-percutaneous nephroscope combined with flexible ureteroscopic lithotripsy in oblique supine lithotomy position in the treatment of 2.0-3.0 cm renal calculi
Qi DING ; Bo FAN ; Hailiang ZHU ; Zhijiang FAN ; Feng LI ; Wenjian TU ; Xiaohua JIN
Journal of Modern Urology 2023;28(9):759-763
【Objective】 To compare the clinical safety and effectiveness of super-mini-percutaneous nephroscope (SMP) combined with flexible ureteroscopic lithotripsy (FURL) in oblique supine lithotomy position and FURL alone in the treatment of 2.0-3.0 cm renal calculi. 【Methods】 Clinical data of 55 patients treated during Jan.2018 and May 2021 were retrospectively analyzed, including 47 cases complicated renal calculi, and 14 cases of lower calyceal calculi with infundibulopelvic angle ≤30°. SMP combined with FURL was performed in 23 cases (combined group), and FURL alone was performed in 32 cases (FURL group). The operation time, hemoglobin reduction, postoperative hospital stay, hospitalization expenses, stone-clearance rate and complications were compared. 【Results】 All operations were successful. Compared with the FRUL group, the combined group had significantly more hemoglobin reduction [(16.30±10.17) g/L vs. (6.94±6.61) g/L], longer postoperative hospital stay [(5.35±1.61) d vs. (3.19±1.26) d], and higher hospitalization expenses [(22 481±2 234) yuan vs. (18 209±2 584) yuan] (P<0.05). However, there was no significant difference in operation time [(79.57±8.52) min vs. (79.22±3.83 min),P>0.05]. One month after surgery, CT results showed that the combined group had higher stone-clearance rate (91.30% vs. 65.63%, P=0.027). There was no difference in the complication rate (21.74% vs. 21.88%, P>0.05). One case (4.35%) in the combined group and 5 cases (15.63%) in the FURL group received retreatment (P>0.05). 【Conclusion】 SMP combined with FURL in oblique supine lithotomy position is safe and effective in the treatment of 2.0-3.0 cm renal calculi, with high stone-clearance rate and low complication rate.
9.Quantitative proteomics revealed extensive microenvironmental changes after stem cell transplantation in ischemic stroke.
Yao CHEN ; Fahuan SONG ; Mengjiao TU ; Shuang WU ; Xiao HE ; Hao LIU ; Caiyun XU ; Kai ZHANG ; Yuankai ZHU ; Rui ZHOU ; Chentao JIN ; Ping WANG ; Hong ZHANG ; Mei TIAN
Frontiers of Medicine 2022;16(3):429-441
The local microenvironment is essential to stem cell-based therapy for ischemic stroke, and spatiotemporal changes of the microenvironment in the pathological process provide vital clues for understanding the therapeutic mechanisms. However, relevant studies on microenvironmental changes were mainly confined in the acute phase of stroke, and long-term changes remain unclear. This study aimed to investigate the microenvironmental changes in the subacute and chronic phases of ischemic stroke after stem cell transplantation. Herein, induced pluripotent stem cells (iPSCs) and neural stem cells (NSCs) were transplanted into the ischemic brain established by middle cerebral artery occlusion surgery. Positron emission tomography imaging and neurological tests were applied to evaluate the metabolic and neurofunctional alterations of rats transplanted with stem cells. Quantitative proteomics was employed to investigate the protein expression profiles in iPSCs-transplanted brain in the subacute and chronic phases of stroke. Compared with NSCs-transplanted rats, significantly increased glucose metabolism and neurofunctional scores were observed in iPSCs-transplanted rats. Subsequent proteomic data of iPSCs-transplanted rats identified a total of 39 differentially expressed proteins in the subacute and chronic phases, which are involved in various ischemic stroke-related biological processes, including neuronal survival, axonal remodeling, antioxidative stress, and mitochondrial function restoration. Taken together, our study indicated that iPSCs have a positive therapeutic effect in ischemic stroke and emphasized the wide-ranging microenvironmental changes in the subacute and chronic phases.
Animals
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Cell Differentiation
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Disease Models, Animal
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Ischemic Stroke
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Proteomics
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Rats
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Stem Cell Transplantation/methods*
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Stroke/therapy*
10.Research advances in hepatitis B virus and ubiquitination of related proteins
Wenhui TU ; Jin LIU ; Chuanwu ZHU
Journal of Clinical Hepatology 2021;37(9):2191-2197
Protein ubiquitination is widely observed in cells and is a modification after protein translation. Hepatitis B virus (HBV) and ubiquitination of related proteins have attracted more and more attention. This article reviews HBV and the ubiquitination of related proteins, so as to provide a reference for further research on the regulation of HBV replication and the ubiquitination of related proteins, as well as new ideas and methods for curing chronic HBV infection.

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