1.Endoscopic ultrasound-based radiomics nomogram for preoperative predicting patients with early esophageal squamous cell carcinoma:a multi-center study
Yajing CHEN ; Shuhan SUN ; Shumei MIAO ; Xiaoyan HE ; Xiaoying ZHOU ; Feihong YU
Chinese Journal of Ultrasonography 2025;34(1):56-64
Objective:To assess the predictive performance of a nomogram model integrating endoscopic ultrasound(EUS)radiomic features with clinical variables for distinguishing early esophageal squamous cell carcinoma(ESCC)from non-cancerous lesions.Methods:Clinical and imaging data from 454 patients who underwent EUS for suspected esophageal malignancies were retrospectively collected in the First Affiliated Hospital of Nanjing Medical University(training cohort, n = 323)and Dongyang People's Hospital(external validation cohort, n = 131)from January 2020 to November 2023. Independent clinical predictors of early ESCC were identified using univariable and multivariable Logistic regression analyses to establish a clinical model. Pearson correlation and Least Absolute Shrinkage and Selection Operator(LASSO)algorithms were used to construct a radiomics model. A combined model integrating radiomics scores and clinical predictors was developed and visualized as a nomogram. The predictive performance of each model was assessed using the area under the ROC curve(AUC),and calibration curves were used to evaluate the model's fitting capability. Results:The training set and validation set indicated that there were statistically significant differences in age,smoking history and lesion location between the early ESCC group and the non-cancerous lesion change group(all P < 0.05). According to univariate and multivariate Logistic regression analysis,age( OR = 1.039,95% CI = 1.003–1.077, P = 0.036)and smoking( OR = 2.358,95% CI = 1.270 - 4.376, P = 0.007)were identified as independent predictors and used to develop the clinical model,with AUCs of 0.608 and 0.694 in the training and validation cohorts,respectively. Fourteen optimal radiomic features were selected to construct the radiomics model,with AUCs of 0.881 and 0.807 in the training and validation cohorts,respectively. The combined nomogram model demonstrated superior predictive performance with AUCs of 0.893 and 0.830,sensitivities of 82.5% and 79.1%,and specificities of 82.2% and 81.3% in the training and validation cohorts,respectively. Conclusions:The EUS-based nomogram model demonstrates optimal predictive performance and can serve as a non-invasive tool to assist endoscopists in distinguishing early ESCC from non-cancerous lesions.
2.Analysis of setup errors in dual-isocenter breath-hold radiotherapy after left-sided breast cancer surgery
Zhiqing XIAO ; Xiaotong LIN ; Miao WANG ; Yanqiang WANG ; Han GUO ; Lei TIAN ; Yanjiao WU ; Wenyan WANG ; Junling LIU ; Xiuwu LI ; Xiaoying XUE
Chinese Journal of Radiation Oncology 2025;34(5):468-475
Objective:To investigate the impact of different target sites, number of treatments, and age on setup errors in dual-isocenter radiotherapy for breast cancer, and to provide a basis for planning target volume (PTV) margin expansion.Methods:A retrospective analysis was conducted on data from 15 patients with left-sided breast cancer who underwent dual-isocenter breath-hold radiotherapy in the Department of Radiotherapy Oncology at the Second Hospital of Hebei Medical University from May 2021 to May 2023. Setup errors were acquired using a Varian TrueBeam STX linear accelerator. Patients were grouped by target site (supraclavicular/chest wall), treatment phase (early/late), and age (younger/older). Non-parametric tests were used to analyze differences in setup errors in : vertical (Vrt), longitudinal (Lng), lateral (Lat) directions, and pitch, roll, and rotation (Rtn) angles. The formula proposed by van Herk was applied to calculate PTV margins.Results:The Vrt direction setup error in the supraclavicular region (0.2 cm) was smaller than that in the chest wall region (0.26 cm), but errors and margin expansions in other directions were larger ( P<0.05 for Lng and Lat directions). No significant correlation was observed in Vrt direction errors between the two sites ( P=0.062), while significant correlations were found in the other directions and angles (all P<0.05). As treatment progressed, setup errors increased in the Vrt and Rtn directions for the supraclavicular region, and in the Vrt, Lng, Lat directions and Rtn angle for the chest wall region. Among these, only the increase in Lat direction error for the chest wall region was statistically significant ( P=0.028). The PTV margins in the late phase group (except for the Lat direction of the supraclavicular region) were greater than or equal to those in the early phase group. Elderly patients had significantly larger setup errors than younger patients in Vrt, Lng, and Lat directions for the supraclavicular region, as well as in Vrt and Lat directions for the chest wall region (all P<0.05). Conclusions:In dual-isocenter radiotherapy for breast cancer, the supraclavicular region requires larger PTV margins than the chest wall region, and elderly patients require greater margins overall. Mid-course rescanning is recommended. If cone-beam CT guidance cannot be ensured for every session, expansion of PTV margins should be considered for the supraclavicular region and elderly patients to reduce the risk of geographic miss.
3.Endoscopic ultrasound-based radiomics nomogram for preoperative predicting patients with early esophageal squamous cell carcinoma:a multi-center study
Yajing CHEN ; Shuhan SUN ; Shumei MIAO ; Xiaoyan HE ; Xiaoying ZHOU ; Feihong YU
Chinese Journal of Ultrasonography 2025;34(1):56-64
Objective:To assess the predictive performance of a nomogram model integrating endoscopic ultrasound(EUS)radiomic features with clinical variables for distinguishing early esophageal squamous cell carcinoma(ESCC)from non-cancerous lesions.Methods:Clinical and imaging data from 454 patients who underwent EUS for suspected esophageal malignancies were retrospectively collected in the First Affiliated Hospital of Nanjing Medical University(training cohort, n = 323)and Dongyang People's Hospital(external validation cohort, n = 131)from January 2020 to November 2023. Independent clinical predictors of early ESCC were identified using univariable and multivariable Logistic regression analyses to establish a clinical model. Pearson correlation and Least Absolute Shrinkage and Selection Operator(LASSO)algorithms were used to construct a radiomics model. A combined model integrating radiomics scores and clinical predictors was developed and visualized as a nomogram. The predictive performance of each model was assessed using the area under the ROC curve(AUC),and calibration curves were used to evaluate the model's fitting capability. Results:The training set and validation set indicated that there were statistically significant differences in age,smoking history and lesion location between the early ESCC group and the non-cancerous lesion change group(all P < 0.05). According to univariate and multivariate Logistic regression analysis,age( OR = 1.039,95% CI = 1.003–1.077, P = 0.036)and smoking( OR = 2.358,95% CI = 1.270 - 4.376, P = 0.007)were identified as independent predictors and used to develop the clinical model,with AUCs of 0.608 and 0.694 in the training and validation cohorts,respectively. Fourteen optimal radiomic features were selected to construct the radiomics model,with AUCs of 0.881 and 0.807 in the training and validation cohorts,respectively. The combined nomogram model demonstrated superior predictive performance with AUCs of 0.893 and 0.830,sensitivities of 82.5% and 79.1%,and specificities of 82.2% and 81.3% in the training and validation cohorts,respectively. Conclusions:The EUS-based nomogram model demonstrates optimal predictive performance and can serve as a non-invasive tool to assist endoscopists in distinguishing early ESCC from non-cancerous lesions.
4.Analysis of setup errors in dual-isocenter breath-hold radiotherapy after left-sided breast cancer surgery
Zhiqing XIAO ; Xiaotong LIN ; Miao WANG ; Yanqiang WANG ; Han GUO ; Lei TIAN ; Yanjiao WU ; Wenyan WANG ; Junling LIU ; Xiuwu LI ; Xiaoying XUE
Chinese Journal of Radiation Oncology 2025;34(5):468-475
Objective:To investigate the impact of different target sites, number of treatments, and age on setup errors in dual-isocenter radiotherapy for breast cancer, and to provide a basis for planning target volume (PTV) margin expansion.Methods:A retrospective analysis was conducted on data from 15 patients with left-sided breast cancer who underwent dual-isocenter breath-hold radiotherapy in the Department of Radiotherapy Oncology at the Second Hospital of Hebei Medical University from May 2021 to May 2023. Setup errors were acquired using a Varian TrueBeam STX linear accelerator. Patients were grouped by target site (supraclavicular/chest wall), treatment phase (early/late), and age (younger/older). Non-parametric tests were used to analyze differences in setup errors in : vertical (Vrt), longitudinal (Lng), lateral (Lat) directions, and pitch, roll, and rotation (Rtn) angles. The formula proposed by van Herk was applied to calculate PTV margins.Results:The Vrt direction setup error in the supraclavicular region (0.2 cm) was smaller than that in the chest wall region (0.26 cm), but errors and margin expansions in other directions were larger ( P<0.05 for Lng and Lat directions). No significant correlation was observed in Vrt direction errors between the two sites ( P=0.062), while significant correlations were found in the other directions and angles (all P<0.05). As treatment progressed, setup errors increased in the Vrt and Rtn directions for the supraclavicular region, and in the Vrt, Lng, Lat directions and Rtn angle for the chest wall region. Among these, only the increase in Lat direction error for the chest wall region was statistically significant ( P=0.028). The PTV margins in the late phase group (except for the Lat direction of the supraclavicular region) were greater than or equal to those in the early phase group. Elderly patients had significantly larger setup errors than younger patients in Vrt, Lng, and Lat directions for the supraclavicular region, as well as in Vrt and Lat directions for the chest wall region (all P<0.05). Conclusions:In dual-isocenter radiotherapy for breast cancer, the supraclavicular region requires larger PTV margins than the chest wall region, and elderly patients require greater margins overall. Mid-course rescanning is recommended. If cone-beam CT guidance cannot be ensured for every session, expansion of PTV margins should be considered for the supraclavicular region and elderly patients to reduce the risk of geographic miss.
5.Risk factors for all-cause mortality of hypertensive patients in a community in Shanghai
Hongmei ZHANG ; Ling CHEN ; Yajuan WANG ; Miao MIAO ; Haiyan LENG ; Tiemei RUAN ; Xiaoying TANG ; Lanping CAI ; Yan WANG ; Yu FENG ; Puyang ZHENG
Chinese Journal of General Practitioners 2024;23(10):1037-1043
Objective:To explore the risk factors of all-cause death in hypertensive patients in the community.Methods:A cohort of 4 049 hypertensive patients who participated in annual health checkups at Xinzhuang Community Health Service Centre of Shanghai Minhang district from January to December 2012 were enrolled in the study. All-cause death was the endpoint event of this study, and patients were divided into a fatal group and a survival group. The collection date for the endpoint event was December 2022. A multivariate Cox regression model was used to analyse the independent risk factors of all-cause mortality among hypertensive patients in the community.Results:Among 4 049 patients aged (67.9±7.1) years, 1 856 (45.8%) were males. There were 610 cases in the fatal group and 3 439 cases in the survival group. Multivariate Cox proportional regression showed that male gender ( HR=1.446, 95% CI: 1.200-1.742, P<0.001), older age ( HR=1.130, 95% CI: 1.118-1.143, P<0.001), higher waist-to-height ratio ( HR=8.117, 95% CI: 2.235-29.481, P=0.001), positive urinary protein ( HR=2.974, 95% CI: 2.202-4.016, P<0.001), high fasting blood glucose ( HR=1.070, 95% CI: 1.012-1.131, P=0.017), and history of stroke ( HR=1.819, 95% CI: 1.414-2.340, P<0.001) were independent risk factors for all-cause mortality in hypertensive patients, while exercise≥1/week ( HR=0.816, 95% CI: 0.668-0.996, P=0.046) and taking lipid-lowering medications ( HR=0.459, 95% CI: 0.223-0.947, P=0.035) were protective factors for all-cause mortality. Conclusion:For hypertensive patients, male gender, older age, higher waist-to-height ratio, positive urinary protein, high fasting blood glucose, and history of stroke are risk factors for all-cause mortality, while exercise≥1/week and taking lipid-lowering medications are protective factors.
6.Associations of mobile phone use with male semen quality and sex hormones
Tian SHI ; Min ZHANG ; Chong LIU ; Yanling DENG ; Panpan CHEN ; Yu MIAO ; Jiayue ZENG ; Tingting LU ; Xiaoying LIU ; Yang WU ; Chengru LI ; Qiang ZENG
Journal of Environmental and Occupational Medicine 2023;40(2):163-170
Background Experimental studies have shown that radiofrequency electromagnetic waves emitted by mobile phones can cause adverse effects on male reproductive health, including decreased semen quality and altered sex hormones. However, the results of epidemiological studies on the relationship between mobile phone use and male semen quality are inconsistent. Furthermore, there are few epidemiological studies on the association of mobile phone use with sex hormones. Objective To explore the associations of mobile phone use with male semen quality and sex hormones. Methods A total of 2045 men visited the reproductive medicine center of a hospital in Wuhan and ordered infertility examination were recruited from December 2018 to January 2020. Information on mobile phone use was obtained using a questionnaire. Among them, 1232 and 1694 men were eligible for semen quality analyses and sex hormone analyses, respectively. Multiple linear and logistic regression models were used to analyze the associations of mobile phone use with male semen quality and sex hormones. Results After adjusting for potential confounders, there was no statistically significant associations of mobile phone use with sperm progressive motility, sperm total motility, sperm concentration, sperm count, or serum luteinizing hormone (P>0.05). However, serum total testosterone showed a declined tendency with increasing daily duration of mobile phone use (Ptrend=0.08). Compared with men with daily mobile phone use of 0-2 h, men with daily mobile phone use of 2.1-5, 5.1-8, and >8 h showed decreased serum total testosterone concentrations by 6.29% (95%CI: 0.40%-11.84%), 6.01% (95%CI: 0.60%-12.19%), and 7.87% (95%CI: 0.40%-14.79%), respectively. Conclusion Mobile phone use is not associated with male semen quality and serum luteinizing hormone, but increasing daily duration of mobile phone use is potentially associated with a tendency to lower male serum total testosterone.
7.Expert consensus on nursing care of adults with status epilepticus
Fang LIU ; Xiaoying WANG ; Weibi CHEN ; Xiaomei ZHANG ; Fengru MIAO ; Weichi ZHANG ; Lan GAO ; Mingyue HAN ; Hong SUN
Chinese Journal of Modern Nursing 2023;29(6):701-709
Objective:To form the expert consensus on nursing care of adults with status epilepticus (SE), promote nurses to provide standardized and safe first aid, monitoring and support to SE patients, and effectively prevent and control complications, with a view to controlling seizures as soon as possible.Methods:The medical and nursing evidence on SE was retrieved, evaluated and summarized, and the retrieval time limit was from the establishment of the database to March 31, 2022. Recommendations and studies were extracted to form a first draft of consensus. A total of 31 experts were selected to conduct two rounds of Delphi expert consultation and expert demonstration meetings to analyze, revise and improve the experts' suggestions and form a consensus final draft.Results:The expert positive coefficient was 100.00% (31/31), the expert judgment coefficient was 0.93, the familiarity degree was 0.87, and the authority coefficient was 0.90. Kendall's harmony coefficient was 0.25 to 0.27 ( P<0.05). The final consensus included adult SE identification, first aid, monitoring and support, complication prevention and control, and effect evaluation of terminating SE. Conclusions:This consensus is practical and provides guidance for clinical nursing practice and quality control of SE patients.
8.Analysis of factors influencing the recurrence in patients with condyloma acuminatum based on the survey in sentinel hospitals
Haowen YUAN ; Song MIAO ; Xihong SUN ; Yao WANG ; Xuemin WEI ; Xiaoying XU ; Aiqiang XU ; Zengqiang KOU ; Hongling WEN
Chinese Journal of Experimental and Clinical Virology 2022;36(1):34-39
Objective:To analyze the risk factors and human papillomavirus (HPV) genotypes distribution in patients with condyloma acuminatum (CA) in two regions of Shandong province.Methods:From August 2019 to December 2020, an anonymous questionnaire survey of CA patients was conducted in three hospitals in Jinan City and Jining City, Shandong Province, and samples were collected for HPV typing. Multivariate binary logistic regression was used to analyze the risk factors of CA recurrence. HPV typing was detected by PCR-reverse dot blot hybridization.Results:A total of 653 questionnaires were collected, and the valid questionnaires accounted for 98.77% (645/653). Recurrence of the disease occurred in 174 patients, with a recurrence rate of 26.98%. Univariate analysis showed that there were statistically significant differences in the distribution of CA recurrence among residence time at current address, sexual frequency, genitalia cleaning, and knowledge of preventing HPV infection ( P<0.05). Multivariate binary logistic regression showed that knowing how to prevent HPV infection was a significant factor that influences CA recurrence. A total of 428 patients underwent HPV typing, and the positive detection rate of HPV was 98.60% (422/428). The top three positive rates were HPV6 (57.58%), HPV11 (36.49%) and HPV16 (11.37%). The main type of infection was low-risk HPV, accounting for 51.42% (217/422). Conclusions:CA patients have the phenomenon of "separation of knowledge and action" , so it is necessary to strengthen health education and behavioral intervention, guide the population to correctly treat sexual behavior, and improve self-prevention awareness and risk awareness.
9.Analysis of prognostic factors in 135 patients with pulmonary metastasis from esophageal squamous cell carcinoma
Xiaoying CUI ; Xianyuan MIAO ; Liming SHENG ; Lei CHENG ; Ying CHEN ; Xianghui DU
Chinese Journal of Radiation Oncology 2022;31(2):149-152
Objective:To investigate the prognostic factors of patients with esophageal squamous cell carcinoma with pulmonary metastasis.Methods:Clinical characteristics of 135 esophageal squamous cell carcinoma patients presenting with pulmonary metastasis after treatment in Zhejiang Cancer Hospital from 2008 to 2018 were retrospectively analyzed. Thesurvival rate was calculated by Kaplan-Meier method. Univariate analysis was performed by log-rank test. Multivariate prognostic analysis was conducted by Cox models.Results:The median follow-up time of 135 patients with esophageal squamous cell carcinoma was 94.2 months (19.5-258.9 months), and 109 patients died (80.7%). The 1-and 2-year overall survival rates were 47.4% and 25.1%, with the median survival time was 11.1 months (7.3-14.9 months). Univariate prognostic analysis showed that age, number of lung metastases, treatment of lung metastases, lymph node metastasis, distant organ metastasis, and the interval between the first treatment and lung metastasis were the prognostic factors of esophageal squamous cell carcinoma with lung metastasis (all P<0.05). Multivariate analysis demonstrated that age and number of lung metastases were the independent prognostic factors for patients with esophageal squamous cell carcinoma with lung metastases (all P<0.05). Conclusions:Age and number of lung metastases are the independent prognostic factors for patients with esophageal squamous cell carcinoma with lung metastases. Surgery or radiotherapy-based regional therapy can enhance clinical prognosis.
10.Effects of low frequency magnetic stimulation on myelin and inflammation in demyelinated mice
Xiaoying MIAO ; Bie ZHENG ; Lingling SU ; Renhong HE ; Jianzhong FAN ; Ruixue YIN
Chinese Journal of Physical Medicine and Rehabilitation 2021;43(10):865-870
Objective:To explore the effect of low frequency magnetic stimulation on myelin and inflammation in the callosum of demyelinated mice.Methods:Thirty-six 6 to 8-week-old male C57BL/6J mice were randomly divided into a control group, a cuprizone (CPZ) group and a magnetic therapy group. The CPZ group and the magnetic therapy group had demyelination induced by feeding a mixed diet containing 0.3% CPZ for 6 weeks, while the control group was given conventional food. The magnetic therapy group was given 50Hz 10mT magnetic stimulation during the 6 weeks for 20min daily, 5 days a week. The body mass of each mouse was observed every 7 days. At the end of the 6th week elevated cross maze experiments were conducted to observe any anxiety state. The myelin sheath in the corpus callosum was observed using Luxol fast blue staining and myelin basic protein (MBP) immunohistochemistry Tumor necrosis factor-α (TNF-α) and interleukin-1β (IL-1β) in the corpus callosum were detected using enzyme-linked immunosorbent assays.Results:After the 6 weeks of treatment, the average body mass of the mice in the magnetic therapy group had improved significantly compared with the CPZ group. The CPZ group′s times in the elevated cross maze experiments were significantly shorter than those of the control group and also shorter than those of the magnetic therapy group. The Luxol staining showed significant myelin loss in the corpus callosum of the CPZ group, but compared with the CPZ group the average loss of myelin in the magnetic therapy group was significantly less. This was further confirmed by the MBP immunohistochemistry. Compared with the control group, the average expression of MBP in the CPZ group was significantly reduced, while in the magnetic therapy group it was significantly increased. Compared with the control group, the average TNF-α and IL-1β levels in the corpus callosum of the CPZ group increased significantly, but compared with the CPZ group the average levels in the magnetic therapy group had decreased significantly.Conclusions:Low frequency magnetic stimulation improves the body weight and anxiety state of mice. That is probably related to less myelin loss and inhibited inflammatory response in the corpus callosum.

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