1.The value of nomogram based on clinical features and CT radiomics in predicting the grade of clear cell renal cell carcinoma
Hongqing Zhu ; Tao Zhang ; Kangchen Gu ; Xian Wang ; Song Guan ; Yan Yan ; Wenjun Yao
Acta Universitatis Medicinalis Anhui 2025;60(6):1127-1133
Objective :
To explore the utility of a nomogram integrating contrast-enhanced CT radiomics with clinical features in the preoperative prediction of WHO/ISUP grade for clear cell renal cell carcinoma(ccRCC).
Methods:
A total of 214 patients with pathologically proven ccRCC who underwent enhanced CT scan before surgery were retrospectively included. According to the WHO/ISUP grade system, the cases were classified into low-grade(grades Ⅰ-Ⅱ) and high-grade(grades Ⅲ-Ⅳ), and then randomly divided into training and test set with a ratio of 4 ∶1. Regions of interest were segmented from both unenhanced and three-phase enhanced images, and radiomic features were extracted. Feature selection and dimensionality reduction were performed using Spearman rank correlation coefficients and LASSO regression, followed by the construction of the radiomic model with the KNN algorithm. Clinical and semantic imaging features were selected through univariate and multivariate analyses, and a clinical model was developed using the KNN algorithm. The clinical and radiomics signatures were used to construct a combined model and a nomogram was developed. The ROC curve and delong test were used to evaluate the diagnostic performance of the model, while calibration and decision curve analyses assessed its accuracy and clinical applicability.
Results:
8 clinical features and 11 radiomic features were selected. The combined model, integrating these clinical and radiomics signatures, exhibited robust predictive performance with AUC values of 0.887 in the training set and 0.800 in the test set. The calibration curve demonstrated good consistency between the nomogram model and actual outcomes, while decision curve analysis indicated a favorable net benefit for the nomogram.
Conclusion
The nomogram constructed by combining radiomics and clinical signatures can provide evidence for preoperative prediction of ccRCC grade and guide clinical decision-making.
2.Epidemiological research progress on association between meteorological factors and falls
Jianhao LI ; Tianjing OUYANG ; Xuelong GU ; Wenjun MA
Journal of Environmental and Occupational Medicine 2025;42(5):551-556
Falls are one of the most common injuries, with a high prevalence and risk of disability, which poses the greatest threat to the health of the elderly. Falls are influenced by a variety of factors, including environmental factors such as slippery pavements, poor meteorological conditions, and inadequate lighting. The Sixth Assessment Report of the United Nations Intergovernmental Panel on Climate Change (IPCC) stated that climate change has become more frequent and stronger in recent years, which may threat people's health and lives. This review summarized the progress of epidemiological studies on the association between meteorological factors (e.g. temperature, precipitation, frost, and snowfall) and falls, and found that most of the studies focused on the association between temperature and falls, and the results of different studies varied greatly. While the studies on the association between other meteorological factors and falls were relatively few. Moreover, the mechanisms behind the associations were unclear. Therefore, we point out that it is necessary to further conduct large-sample and multi-centre studies to evaluate the effects of exposure to multiple meteorological factors, and further to explore the mechanisms of the associations, which may provide scientific evidence for better response to climate change.
3.Effect of dexmedetomidine on the median effective concentration of ropivacaine during sciatic nerve block combined with femoral nerve block in patients undergoing lower extremity surgery
Zuquan CHEN ; Xiaoping GU ; Wenjun ZOU ; Fuqiang HE
Chinese Journal of Pharmacoepidemiology 2025;34(4):380-390
Objective To investigate the effect of dexmedetomidine on the median effect concentration(EC50)of ropivacaine during sciatic nerve block combined with femoral nerve block in patients undergoing lower extremity surgery.Methods Patients with sciatic nerve block combined with femoral nerve block anesthesia who underwent lower extremity surgery from November 2021 to November 2023 were selected as the study objects.They were randomly divided into control group(0.9%saline),group D1(0.50 μg·kg-1 dexmedetomidine),group D2(0.75 μg·kg-1 dexmedetomidine)and group D3(1.00 μg·kg-1 dexmedetomidine).The stress response,serum pain mediators,vital signs and visual analogue scale(VAS)of patients at different time points during operation were analyzed by repeated measures ANOVA.ropivacaine EC50 was measured by sequential method,and the relationship between dexmedetomidine dose and ropivacaine EC50 was analyzed by Logistic regression.Results A total of 208 patients were include and each group was 52 patients.Compared with the same group before surgery,the stress response level of the 4 groups after surgery and 1 h after surgery was significantly decreased,and the serum pain mediators level was significantly increased(P<0.05).Compared with the control group,the stress response and serum pain mediators levels in groups D1,D2 and D3 were more normal after surgery and 1 h after surgery,among them,group D3 was most close to the normal value(P<0.05).There were no significant differences in blood oxygen saturation and bifrequency index of EEG among the four groups at each time point(P>0.05).At T1 and T2,the heart rate(HR)of the control group was significantly higher than that of the group D2 and D3(P<0.05).At T1,the control group had a significantly higher mean arterial pressure(MAP)than the other three groups,at T2,the control group had a significantly higher MAP than the group D2 and D3,and at T3,the control group had a significantly higher MAP than the group D3(P<0.05).VAS scores in 4 groups were significantly lower after surgery and 1 h after surgery than before surgery(P<0.05).The VAS score in group D3 was significantly lower than that in group D1 and D2(P<0.05).Repeated measurement ANOVA showed that the effects of time on stress response and serum pain mediators were different with different anesthesia methods.The influence of time on HR,MAP and VAS scores varied with different anesthesia methods.Sequential assay results showed that the EC50 of ropivacaine in control group,group D1,group D2 and group D3 was 5.985,5.631,5.329 and 5.125 μg·mL-1,respectively.Logistic results showed that the dose of dexmedetomide was a protective factor for ropivacaine EC50 in sciatic nerve block combined with femoral nerve block in limb surgery patients(P<0.05).Conclusion The ropivacaine EC50 can be significantly reduced by 1.00 μg·kg-1 dexmedetomidine.This is a protective factor for sciatic nerve block combined with femoral nerve block in patients undergoing lower limb surgery,and it can be applied clinically.
4.Epidemiological research progress on the association between meteorological factors and suicide
Chinese Journal of Epidemiology 2025;46(4):730-736
Much evidence shows that meteorological factors are closely related to human health. By combining relevant domestic and foreign literature, this review found that there were currently many studies on the association between meteorological factors such as air temperature, sunshine duration, and relative humidity and suicide. Some studies have found that they are related to suicide, while others have not found such an association. There are relatively fewer studies on the association between other meteorological factors and suicide. The mechanisms for the association between air temperature and suicide include physiological and biochemical mechanisms, behavior and lifestyle mechanisms, brown adipose tissue theory, and psychological mechanisms. There is a lack of research on the mechanisms for the association between other meteorological factors and suicide. In the future, it is necessary to strengthen the research on the association between meteorological factors and suicide to clarify their causal relationship and mechanisms to provide a scientific basis for reducing suicides related to climate change.
5.Study on the association between heatwaves and fall-related mortality risk in seven provinces of China
Zhiying JIANG ; Ruilin MENG ; Ruoyi ZHANG ; Xuelong GU ; Jianxiong HU ; Min YU ; Yang CHEN ; Chunliang ZHOU ; Biao HUANG ; Ziyi LIANG ; Sujuan CHEN ; Jianhao LI ; Guanhao HE ; Tao LIU ; Hua GUO ; Wenjun MA
Chinese Journal of Epidemiology 2025;46(4):566-572
Objective:To evaluate the association between heatwaves and fall-related mortality.Methods:A total of 61 421 fall-related mortality from 2013 to 2022 in 7 provinces of China were included in a time-stratified case-crossover design, with daily meteorological data derived from the fifth generation European Reanalysis dataset produced by the European Centre for Medium-Range Weather Forecasts. Conditional logistic regression chimeric distributed lag nonlinear model was used to analyze the association between heatwaves and fall-related mortality and stratified analysis was conducted according to gender and age.Results:Heatwaves were associated with an increased risk of fall-related morality. The risk of fall-related mortality during heatwaves was higher than during non-heatwave periods ( OR=1.11, 95% CI: 1.05-1.18). The attributable fraction of fall-related motality due to heatwaves was 10.25% (95% CI: 4.49%-15.36%). For each 1 ℃ increase above the heatwave threshold, the risk of fall-related mortality increased by 34% ( OR=1.34, 95% CI: 1.02-1.76). The effect of heatwave duration on fall-related mortality was not statistically significant. Stratified analyses indicated that women experienced a higher risk of fall-related mortality during heatwaves ( OR=1.13, 95% CI: 1.04-1.22) compared to man ( OR=1.10, 95% CI: 1.04-1.17). Conclusions:Heatwave increases the risk of fall-related mortality, and the intensity of heatwaves modify this risk. Women are vulnerable populations.
6.Risk factors and clinical outcome of meconium-stained amniotic fluid in preterm infants
Yonghong HE ; Wei ZHANG ; Dawei QIN ; Wenjun TIAN ; Ling CHEN ; Mi YAN ; Xiu GU ; Hejian FU ; Changjun TIAN
China Modern Doctor 2025;63(12):57-60
Objective To analyze the risk factors for meconium-stained amniotic fluid(MSAF)in preterm infants and the clinical outcome and prognosis of preterm infants.Methods Preterm infants with gestational age<37 weeks delivered in Zhangjiajie People's Hospital from January 2022 to December 2023 were used as the study subjects,31 cases with MSAF were in MSAF group,and 31 cases of preterm infants hospitalized during the same period without MSAF were randomly paired in the ratio of 1∶1 to select with gestational age-body mass matching as non-MSAF group.Retrospective collection and analysis of pregnancy and perinatal conditions of mothers of preterm infants in two groups,comparing the differences of related factors between two groups of children;Logistic regression analysis of risk factors related to MSAF in preterm infants;comparing the complications and clinical outcomes of preterm infants in two groups.Results A total of 387 preterm infants with gestational age<37 weeks were collected during the study period,including 31 preterm infants with comorbid MSAF,and the prevalence of MSAF in preterm infants was 8.0%.MSAF group had a higher incidence of advanced maternal age,premature rupture of membranes>18 hours,antepartum fever,and cholestasis during pregnancy than non-MSAF group.Logistic regression analysis suggested that combined cholestasis during pregnancy and white blood cell count ≥ 30× 109/L within 6 hours after birth increased the incidence of MSAF in preterm infants.There was no statistically significant difference in the results of postnatal umbilical artery blood gas analysis between two groups of preterm infants.The proportion of leukocyte count ≥30×109/L,ultrasensitive C-reactive protein>0.8 mg/L,and interleukin 6>6 pg/L in MSAF group was higher than that of non-MSAF group in the 6 hours after birth.MSAF group had a higher incidence of intrauterine infectious pneumonia,feeding intolerance,and necrotizing small bowel colitis in neonates than non-MSAF group.Conclusion Advanced maternal age,intrauterine infections,and combined intrahepatic cholestasis during pregnancy may be the major risk factors for MSAF in preterm infants.MSAF preterm infants have a higher prevalence of intrauterine infectious pneumonitis,feeding intolerance,and necrotizing small bowel colitis in newborns,as well as longer hospital stays.
7.Impacts of robot-assisted training on upper-limb function in stroke patients with hemiplegia:based on exploring with shear wave elastography
Rong XIE ; Zixuan GU ; Wenjun ZHAO
Chinese Journal of Rehabilitation Medicine 2025;40(11):1627-1636
Objective:To observe the effect of robot-assisted upper-limb training on motor function in stroke patients with hemiplegia,utilizing ultrasound shear wave elastography(SWE)for quantitative assessment of muscle fiber pa-rameters,and to explore the application value of SWE in evaluating stroke rehabilitation outcomes.Method:Sixty-one stroke patients with upper-limb dysfunction admitted to the Department of Rehabilitation Medicine,People's Hospital of Xinjiang Uygur Autonomous Region between August 2024 and February 2025 were randomly assigned to a control group(n=31)or an experimental group(n=30)using a random number table.The control group received conventional rehabilitation training(60 minutes/session,once daily,7 ses-sions/week for 3 weeks).The experimental group received conventional training(40 minutes)plus upper limb robot-assisted training(20 minutes),with the same frequency and duration.Both groups were assessed before and after treatment using the Brunnstrom recovery stage(BRS)for motor staging,Fugl-Meyer Assessment for Upper Extremity(FMA-UE),modified Ashworth scale(MAS),and modified Barthel index(MBI).SWE was used to measure quantitative muscle fiber parameters.Result:After treatment,both groups showed statistically significant improvements in FMA-UE and MBI scores compared to baseline(P<0.05),with significantly greater improvement in the experimental group(P<0.05).BRS scores improved significantly within the experimental group(P<0.05)but showed no significant be-tween-group difference(P>0.05).MAS scores showed no significant within-or between-group differences(P>0.05).The shear modulus(G-value)of the middle deltoid,biceps brachii,and brachioradialis(in both relaxed and stretched states)improved significantly in the experimental group compared with the control group(P<0.05).The experimental group also showed a significant increase in the triceps brachii G-value in the relaxed state compared with both baseline and the control group(P<0.05).Significant within-group improvements(P<0.05)were seen in the anterior deltoid(experimental group)and posterior deltoid(control group)in the re-laxed state,but no significant between-group differences existed(P>0.05).No significant within-or between-group differences were found in the G-value of the anterior deltoid(experimental),posterior deltoid(con-trol),or triceps brachii in the stretched state(P>0.05).Conclusion:Upper-limb rehabilitation robot-assisted training is superior to conventional rehabilitation training in improving upper-limb motor function and reducing flexor spasticity in stroke patients.SWE technology can be used in quantitatively assessing muscle structural parameters in stroke patients.
8.Study on the association between heatwaves and fall-related mortality risk in seven provinces of China
Zhiying JIANG ; Ruilin MENG ; Ruoyi ZHANG ; Xuelong GU ; Jianxiong HU ; Min YU ; Yang CHEN ; Chunliang ZHOU ; Biao HUANG ; Ziyi LIANG ; Sujuan CHEN ; Jianhao LI ; Guanhao HE ; Tao LIU ; Hua GUO ; Wenjun MA
Chinese Journal of Epidemiology 2025;46(4):566-572
Objective:To evaluate the association between heatwaves and fall-related mortality.Methods:A total of 61 421 fall-related mortality from 2013 to 2022 in 7 provinces of China were included in a time-stratified case-crossover design, with daily meteorological data derived from the fifth generation European Reanalysis dataset produced by the European Centre for Medium-Range Weather Forecasts. Conditional logistic regression chimeric distributed lag nonlinear model was used to analyze the association between heatwaves and fall-related mortality and stratified analysis was conducted according to gender and age.Results:Heatwaves were associated with an increased risk of fall-related morality. The risk of fall-related mortality during heatwaves was higher than during non-heatwave periods ( OR=1.11, 95% CI: 1.05-1.18). The attributable fraction of fall-related motality due to heatwaves was 10.25% (95% CI: 4.49%-15.36%). For each 1 ℃ increase above the heatwave threshold, the risk of fall-related mortality increased by 34% ( OR=1.34, 95% CI: 1.02-1.76). The effect of heatwave duration on fall-related mortality was not statistically significant. Stratified analyses indicated that women experienced a higher risk of fall-related mortality during heatwaves ( OR=1.13, 95% CI: 1.04-1.22) compared to man ( OR=1.10, 95% CI: 1.04-1.17). Conclusions:Heatwave increases the risk of fall-related mortality, and the intensity of heatwaves modify this risk. Women are vulnerable populations.
9.Impacts of robot-assisted training on upper-limb function in stroke patients with hemiplegia:based on exploring with shear wave elastography
Rong XIE ; Zixuan GU ; Wenjun ZHAO
Chinese Journal of Rehabilitation Medicine 2025;40(11):1627-1636
Objective:To observe the effect of robot-assisted upper-limb training on motor function in stroke patients with hemiplegia,utilizing ultrasound shear wave elastography(SWE)for quantitative assessment of muscle fiber pa-rameters,and to explore the application value of SWE in evaluating stroke rehabilitation outcomes.Method:Sixty-one stroke patients with upper-limb dysfunction admitted to the Department of Rehabilitation Medicine,People's Hospital of Xinjiang Uygur Autonomous Region between August 2024 and February 2025 were randomly assigned to a control group(n=31)or an experimental group(n=30)using a random number table.The control group received conventional rehabilitation training(60 minutes/session,once daily,7 ses-sions/week for 3 weeks).The experimental group received conventional training(40 minutes)plus upper limb robot-assisted training(20 minutes),with the same frequency and duration.Both groups were assessed before and after treatment using the Brunnstrom recovery stage(BRS)for motor staging,Fugl-Meyer Assessment for Upper Extremity(FMA-UE),modified Ashworth scale(MAS),and modified Barthel index(MBI).SWE was used to measure quantitative muscle fiber parameters.Result:After treatment,both groups showed statistically significant improvements in FMA-UE and MBI scores compared to baseline(P<0.05),with significantly greater improvement in the experimental group(P<0.05).BRS scores improved significantly within the experimental group(P<0.05)but showed no significant be-tween-group difference(P>0.05).MAS scores showed no significant within-or between-group differences(P>0.05).The shear modulus(G-value)of the middle deltoid,biceps brachii,and brachioradialis(in both relaxed and stretched states)improved significantly in the experimental group compared with the control group(P<0.05).The experimental group also showed a significant increase in the triceps brachii G-value in the relaxed state compared with both baseline and the control group(P<0.05).Significant within-group improvements(P<0.05)were seen in the anterior deltoid(experimental group)and posterior deltoid(control group)in the re-laxed state,but no significant between-group differences existed(P>0.05).No significant within-or between-group differences were found in the G-value of the anterior deltoid(experimental),posterior deltoid(con-trol),or triceps brachii in the stretched state(P>0.05).Conclusion:Upper-limb rehabilitation robot-assisted training is superior to conventional rehabilitation training in improving upper-limb motor function and reducing flexor spasticity in stroke patients.SWE technology can be used in quantitatively assessing muscle structural parameters in stroke patients.
10.Risk factors and clinical outcome of meconium-stained amniotic fluid in preterm infants
Yonghong HE ; Wei ZHANG ; Dawei QIN ; Wenjun TIAN ; Ling CHEN ; Mi YAN ; Xiu GU ; Hejian FU ; Changjun TIAN
China Modern Doctor 2025;63(12):57-60
Objective To analyze the risk factors for meconium-stained amniotic fluid(MSAF)in preterm infants and the clinical outcome and prognosis of preterm infants.Methods Preterm infants with gestational age<37 weeks delivered in Zhangjiajie People's Hospital from January 2022 to December 2023 were used as the study subjects,31 cases with MSAF were in MSAF group,and 31 cases of preterm infants hospitalized during the same period without MSAF were randomly paired in the ratio of 1∶1 to select with gestational age-body mass matching as non-MSAF group.Retrospective collection and analysis of pregnancy and perinatal conditions of mothers of preterm infants in two groups,comparing the differences of related factors between two groups of children;Logistic regression analysis of risk factors related to MSAF in preterm infants;comparing the complications and clinical outcomes of preterm infants in two groups.Results A total of 387 preterm infants with gestational age<37 weeks were collected during the study period,including 31 preterm infants with comorbid MSAF,and the prevalence of MSAF in preterm infants was 8.0%.MSAF group had a higher incidence of advanced maternal age,premature rupture of membranes>18 hours,antepartum fever,and cholestasis during pregnancy than non-MSAF group.Logistic regression analysis suggested that combined cholestasis during pregnancy and white blood cell count ≥ 30× 109/L within 6 hours after birth increased the incidence of MSAF in preterm infants.There was no statistically significant difference in the results of postnatal umbilical artery blood gas analysis between two groups of preterm infants.The proportion of leukocyte count ≥30×109/L,ultrasensitive C-reactive protein>0.8 mg/L,and interleukin 6>6 pg/L in MSAF group was higher than that of non-MSAF group in the 6 hours after birth.MSAF group had a higher incidence of intrauterine infectious pneumonia,feeding intolerance,and necrotizing small bowel colitis in neonates than non-MSAF group.Conclusion Advanced maternal age,intrauterine infections,and combined intrahepatic cholestasis during pregnancy may be the major risk factors for MSAF in preterm infants.MSAF preterm infants have a higher prevalence of intrauterine infectious pneumonitis,feeding intolerance,and necrotizing small bowel colitis in newborns,as well as longer hospital stays.


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