1.Value of combined predictive model based on dual-layer detector spectral CT multiparametric radiomic features and quantitative parameters in preoperative diagnosis of gastric cancer serosal invasion
Huachun MA ; Qingguo DING ; Cen SHI ; Xinglu LI ; Wenbin SHEN ; Ximing WANG
Chinese Journal of Radiology 2025;59(9):1003-1010
Objective:To construct a combined prediction model based on dual-layer detector spectral CT radiomics features and quantitative parameters, and to evaluate its value in preoperative prediction of serosal invasion in gastric cancer.Methods:This case-control study retrospectively analyzed data from 253 gastric cancer patients confirmed by postoperative pathology at the First Affiliated Hospital of Soochow University (Center 1) and Changshu No.2 People′s Hospital (Center 2) from January 2022 to December 2023. Patients from Center 1 ( n=157) were randomly divided into training set ( n=110) and test set ( n=47) in a 7∶3 ratio, while patients from Center 2 ( n=96) served as an external validation set. Based on postoperative pathological serosal invasion status, patients were classified into serosal invasion group ( n=164) and non-serosal invasion group ( n=89), with distributions of 70/40, 30/17, and 64/32 in the training, test, and external validation sets, respectively. Spectral CT quantitative parameters, including arterial and venous phase iodine concentration (IC), normalized iodine concentration (NIC), arterial-venous IC differences, arterial-venous NIC differences (NIC pa), arterial enhancement fraction (AEF), and effective atomic number (Z eff), were measured. Radiomics features were extracted from venous-phase 40 keV monochromatic images. The least absolute shrinkage and selection operator (LASSO) algorithm was used for feature selection. The logistic regression classifier (LR-LASSO) was applied to construct the radiomics model. Univariate and multivariate logistic regression analyses identified independent risk factors for serosal invasion, including the radiomics signature (RadScore) and quantitative parameters. A clinical model was built using significant quantitative parameters, and a combined model integrated RadScore. An artificial model was based on cT4 staging assessed by two radiologists using venous-phase CT. The diagnostic performance of each model was evaluated using the area under the receiver operating characteristic curve (AUC), calibration curves, and decision curve analysis (DCA). Results:A total of six radiomics features were selected to establish the radiomics model. RadScore ( OR=7.598, 95% CI 2.259-25.562, P=0.001) and NIC pa ( OR=4.598, 95% CI 1.404-15.050, P=0.012) served as independent risk factors. The NIC pa served as the clinical model. The AUCs (95% CI) of the combined model in the training, test, and external validation sets were 0.984 (0.969-1.000), 0.855 (0.728-0.982), and 0.773 (0.665-0.882), respectively. The AUCs of the artificial model were 0.741, 0.670, 0.644; of the clinical model were 0.709, 0.633, 0.626. The AUCs of the radiomics model were 0.963, 0.824, 0.741, respectively. Calibration curves showed good agreement between predicted probability and observed probability. The DCA confirmed higher clinical net benefits for the combined model. Conclusion:The combined model integrating dual-layer detector spectral CT radiomics features and quantitative parameters exhibits high efficacy for preoperative prediction of gastric cancer serosal invasion.
2.Effect of Shenge Bushen Capsules and Its Polysaccharides and Flavonoids on Precocious Puberty in Young Mice
Hong SUN ; Fan LEI ; Chenggong LI ; Shixian HU ; Weihua WANG ; Bin REN ; Juan HAO ; Rui LUO ; Lijun DU
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(1):95-103
ObjectiveTo explore the effect of Shenge Bushen Capsules (SBC) on sexual development in normal 3-week-old mice. MethodsThe experiment consisted of two parts. In the first part, mice were divided into four groups: The control group and the low, medium, and high-dose SBC groups (234.7, 469.4, 938.7 mg·kg-1, respectively). In the second part, mice were divided into four groups: Control group, Pseudostellariae Radix polysaccharide (PRP) group, total flavonoids group, and SBC group, all receiving a dose of 469.4 mg·kg-1. After 7 days of administration, the vaginal opening of female mice and the descent of testes and scrotum in male mice, as well as the ovarian and testicular organ indices, were observed. After 4 weeks of administration, female and male mice were housed together for 2 days, and the pregnancy rate of females was monitored. After delivery, the pregnant female mice continued receiving the treatment for 4 weeks, and the sexual development of their offspring, including vaginal opening, testicular descent, and organ indices of ovaries and testes, was observed. Serum sex hormones were measured by enzyme-linked immunosorbent assay (ELISA), and the expression of gonadotropin-releasing hormone (GnRH) and growth hormone (GH) proteins in the hypothalamus was assessed by Western blot. ResultsCompared with the control group, there was no significant effect on the vaginal opening of female mice or the descent of testes in male mice after 7 days of SBC administration. After 4 weeks of administration, the pregnancy rate in the low-dose group was significantly reduced (P<0.05), but no significant effects were observed in the other groups. The three doses of SBC did not significantly affect the ovarian or testicular organ indices, and there was no significant upregulation in the expression of GnRH or GH in the hypothalamus. The primary component of SBC, Pseudostellariae Radix polysaccharide, significantly reduced the vaginal opening in female mice after 7 days of administration (P<0.05). After 4 weeks, the serum estradiol levels of non-pregnant female mice were decreased (P<0.05), but there was no significant effect on the expression of GnRH or GH proteins in the hypothalamus of either male or female mice. Additionally, there were no significant effects on precocious puberty indicators, such as vaginal opening and testicular descent, in the offspring mice. ConclusionSBC does not significantly promote precocious puberty in young mice, and it does not have any noticeable effects on the pregnancy rate of adult mice or the sexual development of their offspring.
3.Value of combined predictive model based on dual-layer detector spectral CT multiparametric radiomic features and quantitative parameters in preoperative diagnosis of gastric cancer serosal invasion
Huachun MA ; Qingguo DING ; Cen SHI ; Xinglu LI ; Wenbin SHEN ; Ximing WANG
Chinese Journal of Radiology 2025;59(9):1003-1010
Objective:To construct a combined prediction model based on dual-layer detector spectral CT radiomics features and quantitative parameters, and to evaluate its value in preoperative prediction of serosal invasion in gastric cancer.Methods:This case-control study retrospectively analyzed data from 253 gastric cancer patients confirmed by postoperative pathology at the First Affiliated Hospital of Soochow University (Center 1) and Changshu No.2 People′s Hospital (Center 2) from January 2022 to December 2023. Patients from Center 1 ( n=157) were randomly divided into training set ( n=110) and test set ( n=47) in a 7∶3 ratio, while patients from Center 2 ( n=96) served as an external validation set. Based on postoperative pathological serosal invasion status, patients were classified into serosal invasion group ( n=164) and non-serosal invasion group ( n=89), with distributions of 70/40, 30/17, and 64/32 in the training, test, and external validation sets, respectively. Spectral CT quantitative parameters, including arterial and venous phase iodine concentration (IC), normalized iodine concentration (NIC), arterial-venous IC differences, arterial-venous NIC differences (NIC pa), arterial enhancement fraction (AEF), and effective atomic number (Z eff), were measured. Radiomics features were extracted from venous-phase 40 keV monochromatic images. The least absolute shrinkage and selection operator (LASSO) algorithm was used for feature selection. The logistic regression classifier (LR-LASSO) was applied to construct the radiomics model. Univariate and multivariate logistic regression analyses identified independent risk factors for serosal invasion, including the radiomics signature (RadScore) and quantitative parameters. A clinical model was built using significant quantitative parameters, and a combined model integrated RadScore. An artificial model was based on cT4 staging assessed by two radiologists using venous-phase CT. The diagnostic performance of each model was evaluated using the area under the receiver operating characteristic curve (AUC), calibration curves, and decision curve analysis (DCA). Results:A total of six radiomics features were selected to establish the radiomics model. RadScore ( OR=7.598, 95% CI 2.259-25.562, P=0.001) and NIC pa ( OR=4.598, 95% CI 1.404-15.050, P=0.012) served as independent risk factors. The NIC pa served as the clinical model. The AUCs (95% CI) of the combined model in the training, test, and external validation sets were 0.984 (0.969-1.000), 0.855 (0.728-0.982), and 0.773 (0.665-0.882), respectively. The AUCs of the artificial model were 0.741, 0.670, 0.644; of the clinical model were 0.709, 0.633, 0.626. The AUCs of the radiomics model were 0.963, 0.824, 0.741, respectively. Calibration curves showed good agreement between predicted probability and observed probability. The DCA confirmed higher clinical net benefits for the combined model. Conclusion:The combined model integrating dual-layer detector spectral CT radiomics features and quantitative parameters exhibits high efficacy for preoperative prediction of gastric cancer serosal invasion.
4.Lower extremity rehabilitation with a Lokomat or Relink robot can better improve the motor function of children with spastic cerebral palsy
Zhichong HUI ; Weihang QI ; Yi ZHANG ; Huachun XIONG ; Mingmei WANG ; Shaoqing LI ; Dong LI ; Dengna ZHU
Chinese Journal of Physical Medicine and Rehabilitation 2024;46(6):512-517
Objective:To compare the effectiveness of two types of robotic training in improving the lower extremity motor functioning of children with spastic cerebral palsy (SCP).Methods:Twenty-eight children with SCP were randomly divided into a control group and an experimental group, each of 14. Both groups received conventional exercise therapy, paraffin therapy, neuromuscular electrical stimulation, and massage. Both also performed 30 minutes of gait training five days a week for eight weeks assisted by either a Lokomat or a Relink lower limb rehabilitation robot. Before and after the treatment, both groups were evaluated using the Gross Motor Function Measure (GMFM), the Pediatric Balance Scale (PBS), the Modified Tardieu Scale (MTS), the six-minute walk test (6MWT), the Physiological Cost Index (PCI) and their self-selected walking speed (SWS).Results:Significant improvement in all of the measurements were observed in both groups. After the treatment, there were no significant differences between the two group in the average GMFM (section D and E) or PBS scores. The average MTS R1 and R2, SWS, 6MWT and PCI results of the experimental group were, however, significantly better than those of the control group.Conclusion:Applying either the Lokomat or Relink robot in lower extremity rehabilitation improves the lower extremity motor function of children with grade II-III SCP. The Relink robot is the more effective in improving triceps surae spasm and walking ability.
5.Clinical characteristics of patients with Staphylococcus aureus bloodstream infection and analysis of risk factors and predictive indicators for the development of septic shock
Huanying LI ; Qingxin GUO ; Huachun RAO ; Jiawen WANG
International Journal of Laboratory Medicine 2024;45(6):716-721
Objective To investigate the clinical features of of patients with Staphylococcus aureus blood-stream infection and risk factors for septic shock.Methods A total of 51 patients diagnosed with Staphylococ-cus aureus bloodstream infection in the hospital from January 2018 to March 2023 were enrolled in the study.According to whether the patients developed septic shock,they were divided into septic shock group and non-septic shock group.The clinical data of the patients were collected,and the clinical laboratory indicators were detected on the day of blood culture samples were collected.Bacteria isolated from blood culture specimens of patients were identified and tested for drug sensitivity.The clinical data and clinical laboratory test indicators of the two groups were compared.Multivariate Logistic regression was used to analyze the independent risk factors of septic shock in patients with Staphylococcus aureus bloodstream infection.The receiver operating characteristic(ROC)curve was used to analyze the predictive value of clinical laboratory test indicators for septic shock in patients with Staphylococcus aureus bloodstream infection.Results Septic shock occurred in 12 of 51 patients,with an incidence of 23.5%.The proportion of patients with diabetes,gouty arthritis,the proportion of patients with long-term glucocorticoid use,the proportion of patients with respiratory tract in-fection,the proportion of patients who died,and the hospitalization cost in the septic shock group were higher than those in the non-septic shock group,and the differences were statistically significant(P<0.05).Long-term glucocorticoid use was an independent risk factor for septic shock in Staphylococcus aureus bloodstream infection(P<0.05).The combination of C-reactive protein(CRP),albumin(Alb),neutrophil/lymphocyte ratio(NLR)and procalcitonin(PCT)had high value in predicting septic shock in patients with Staphylococ-cus aureus bloodstream infection,and the area under the ROC curve was 0.983.Conclusion Long-term use of glucocorticoids can lead to an increased risk of septic shock in patients with Staphylococcus aureus blood-stream infection.The combined detection of CRP,Alb,NLR and PCT has a higher predictive value than single detection for septic shock in patients with Staphylococcus aureus bloodstream infection.
6.Transcranial magnetic stimulation can alleviate sleep disorders in children with cerebral palsy
Jun WANG ; Yuhang ZHANG ; Lijie ZHOU ; Yangyang CAO ; Ru WANG ; Chunya SU ; Junhui WANG ; Bingbing LI ; Dengna ZHU ; Huachun XIONG
Chinese Journal of Physical Medicine and Rehabilitation 2024;46(2):134-138
Objective:To observe any effect of repetitive transcranial magnetic stimulation (rTMS) on sleep disorders among children with cerebral palsy (CP).Methods:A total of 102 children with CP and disordered sleep were randomly divided into an experimental group and a control group, each of 51. All were given routine rehabilitation and sleep health education, but the experimental group additionally received rTMS for two weeks. The polysomnography (PSG) results of the two groups were recorded and analyzed.Results:The PSG parameters had improved greatly in both groups after the treatment. The percentage of N2 sleep (depth of sleep during light sleep) in the severe cerebral palsy group and of N3 sleep (depth of sleep during deep sleep) in the moderate cerebral palsy group had increased significantly more than in the mild cerebral palsy group, on average. After the intervention the percentages of N2 and N3 in those with mixed cerebral palsy and of N3 in those with involuntary motor cerebral palsy had increased significantly more than in those with spastic cerebral palsy, on average.Conclusion:rTMS treatment can improve the sleep disorders of children with cerebral palsy, especially N2 sleep among children with moderate to severe cerebral palsy, N3 sleep in cases of mixed or dyskinetic CP.
7.Predicting the age of independent walking for children with cerebral palsy
Yonghui YANG ; Huachun XIONG ; Junying YUAN ; Dengna ZHU ; Yiwen WANG
Chinese Journal of Physical Medicine and Rehabilitation 2023;45(10):922-927
Objective:To establish and validate a model predicting the age at which a child with cerebral palsy will be able to walk independently.Methods:Data spanning 2016 to 2020 were collected from the cerebral palsy registration platform to build a database. Then, 70% of the patients were randomly assigned to the modeling group, while the remaining 30% were reserved for validation. Factors such as gender, bilirubin encephalopathy, neonatal asphyxia, extremely low birth weight, early pre-term birth, cerebral palsy type, magnetic resonance classification, gross motor function classification (GMFCS) score before 2 years of age, independent sitting age, ability to sit independently at 2 years of age, sections A through E of the gross motor function measure (GMFM-88), epilepsy, intellectual disability, visual impairment and surgery were analyzed applying Cox univariate regression analysis. The variables highlighted by the univariate regression analysis were included in Cox multivariate regression analyses, and a prediction model for the independent walking of children with cerebral palsy was established. It is presented as a linear graph. The C-statistic and calibration curve were used to evaluate the graph′s discrimination ability and calibration. Net reclassification improvement (NRI) was used to evaluate the linear graph′s net benefit.Results:A total of 807 cases were included in the study, with 565 and 242 in the model and validation groups, respectively. GMFCS score before 2 years of age, cerebral palsy type, independent sitting age, intellectual disability and early pre-term birth were found to be independent predictors of the age of independent walking. The C-statistics for 1-6 year-olds were all >0.8, indicating that the prediction model had good discrimination. The calibration curve showed that the predicted probability of independent walking at 1-4 years old was consistent with the observed probability, while the predicted probability of independent walking at 5-6 years old was higher than the observed probability. NRI suggested that the net benefit of the linear graph prediction model was not less than that of the full-factor model.Conclusion:A linear model was developed which can usefully predict the age of independent walking for children with cerebral palsy.
8.Occupational distribution and management strategies of occupational contact dermatitis
Huachun WANG ; Hetong LI ; Faming TIAN
Journal of Environmental and Occupational Medicine 2023;40(1):111-117
Occupational contact dermatitis (OCD) is an occupational inflammatory skin disease. According to its pathogenesis, it can be divided into irritant contact dermatitis and allergic contact dermatitis. This review introduced the high-risk occupations of OCD, its incidence, common irritants and allergens, and corresponding treatments. Agriculture workers, construction workers, production workers, hairdressers, and medical workers are high-risk occupations of OCD who should be paid attention to.
9.Attitude toward sexual health education and its correlates among community-based older adults in Shanghai
Xinyi LI ; Bingyi WANG ; Xin PENG ; Leiwen FU ; Yong LU ; Ying WANG ; Yong CAI ; Huachun ZOU
Chinese Journal of Epidemiology 2023;44(12):1869-1873
Objective:To understand the attitudes toward sexual health education and its correlates among community-based older adults in Shanghai, China.Methods:From June 2020 to December 2022, a cross-sectional survey was conducted among community residents aged ≥50 in Shanghai through multi-stage sampling. The estimated sample size was 735. The questionnaire included sociodemographic characteristics, health characteristics, and history of sexual health education. The multivariable logistic regression model was used to assess the correlates of attitudes toward sexual health education among community-based older adults.Results:A total of 824 participants (489 males and 335 females) with age of (65.1±8.1) years were included, whose main age distribution was 60-69 years (45.3%). The prevalence of supporting sexual health education among older adults was 49.4% (45.2% of men and 55.5% of women). Males (a OR=0.61, 95% CI: 0.44-0.83), aged 70 years and older (a OR=0.62, 95% CI: 0.40-0.94), urban residents (a OR= 2.54, 95% CI: 1.81-3.58), self-reported very good or excellent health status (a OR=1.64,95% CI: 1.04-2.58), having depressive symptoms (a OR=0.37,95% CI: 0.15-0.85), and having a history of sexual health education (a OR=8.64 ,95% CI: 4.62-17.70) were associated with their attitude toward sexual health education. Conclusions:The proportion of community-based older adults in Shanghai who support sexual health education was not high. Their attitudes toward sexual health education were associated with their self-reported health status, depressive symptoms, and history of sex education. Health professionals and institutions should focus on community-based older adults with key characteristics and tailor interventions to promote the willingness to receive sexual health education among older adults in China and to promote the popularity of sexual health education in this population.
10.Sexually active status and its correlates among community-based older adults in Tianjin
Bingyi WANG ; Xinyi LI ; Xin PENG ; Leiwen FU ; Tian TIAN ; Yong LU ; Peng XU ; Maohe YU ; Huachun ZOU
Chinese Journal of Epidemiology 2023;44(12):1874-1879
Objective:To understand the sexually active status among community-based older adults aged ≥50 years in Tianjin, China, and to explore the potential correlates.Methods:A cross-sectional survey using multistage sampling among community-based older adults aged ≥50 was conducted between June 2020 and December 2022. The estimated sample size was 735. The survey collected questionnaire information through face-to-face interviews with investigators, including sociodemographic, health, and sexual lifestyle characteristics. The multivariable logistic regression model was used to assess correlates of sexually active status.Results:A total of 776 study participants (510 males and 266 females) were included, whose major age distribution was 50-59 years (45.9%). The overall sexual activity prevalence of the participants was 45.6%. Older age (60-69: a OR=0.67, 95% CI: 0.45-0.99; ≥70: a OR=0.12, 95% CI: 0.07-0.21), being male (a OR=1.93, 95% CI: 1.32-2.82), living in urban area (a OR=0.18, 95% CI: 0.12-0.28), living with spouse/married (a OR=2.80, 95% CI: 1.41-5.58), living alone (a OR=0.51, 95% CI: 0.27-0.96), having difficulty climbing stairs or walking (a OR=0.55, 95% CI: 0.31-0.97), having chronic diseases (one chronic disease: a OR=0.55, 95% CI: 0.36-0.85; two or more chronic diseases: a OR=0.53, 95% CI: 0.33-0.84) were associated with sexually active status among older adults. Conclusions:Many community-based older adults remained sexually active. There was an association between physical health and sexually active status among community-based older adults. Incorporating sexual health services into healthcare services for community-based older adults could be advocated, with a concurrent emphasis on enhancing the awareness and competence of providing sexual health services among community-based healthcare workers.

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