1.Automatic-delineation model construction for prostate cancer target volume of postoperative radiotherapy based on artificial intelligence
Fang WANG ; Dong MIAO ; Yali SHEN ; Zhebin CHEN ; Yu YAO ; Xin WANG
Chinese Journal of Radiation Oncology 2023;32(3):222-228
Objective:To explore the method of constructing automatic delineation model for clinical target volume (CTV) and partially organs at risk (OAR) of postoperative radiotherapy for prostate cancer based on convolutional neural network, aiming to improve the clinical work efficiency and the unity of target area delineation.Methods:Postoperative CT data of 117 prostate cancer patients manually delineated by one experienced clinician were retrospectively analyzed. A multi-class auto-delineation model was designed based on 3D UNet. Dice similarity coefficient (DSC), 95% Hausdorf distance (95%HD), and average surface distance (ASD) were used to evaluate the segmentation ability of the model. In addition, the segmentation results in the test set were evaluated by two senior physicians. And the CT data of 78 patients treated by other physicians were also collected for external validation of the model. The automatic segmentation of these 78 patients by CTV-UNet model was also evaluated by two physicians.Results:The mean DSC for tumor bed area (CTV1), pelvic lymph node drainage area (CTV2), bladder and rectum of CVT-UNet auto-segmentation model in the test set were 0.74, 0.82, 0.94 and 0.79, respectively. Both physicians' scoring results of the test set and the external validation showed more consensus on the delineation of CTV2 and OAR. However, the consensus of CTV1 delineation was less.Conclusions:The automatic delineation model based on convolutional neural network is feasible for CTV and related OAR of postoperative radiotherapy for prostate cancer. The automatic segmentation ability of tumor bed area still needs to be improved.
2.Germline mutations of TP53 gene among Chinese families with high risk for breast cancer.
Xiaochen YANG ; Zhen HU ; Jiong WU ; Guangyu LIU ; Genhong DI ; Canming CHEN ; Yifeng HOU ; Xiaoyan HUANG ; Zhebin LIU ; Zhenzhou SHEN ; Zhimin SHAO
Chinese Journal of Medical Genetics 2015;32(6):761-765
OBJECTIVETo evaluate the role of germline mutations of TP53 gene among a Chinese population with high risk for breast cancer.
METHODSA total of 81 BRCA-negative breast cancer probands from cancer families were analyzed using targeted capture and next-generation sequencing. Candidate mutations were verified with Sanger sequencing. Co-segregation analyses were carried out to explore the likely pathogenicity of the mutation.
RESULTSOf the 81 BRCA-negative patients, 3 exonic mutations in the TP53 gene were identified in 3 breast cancer patients. Of these, 2 mutations were previously reported and 1 was novel. One family with TP53 mutation has met the criteria for Li-Fraumeni syndrome (LFS) and accounted for 9.1% of all families who fulfilled the diagnostic criteria for LFS. Two of the carriers were diagnosed with breast cancer under the age of 30, and have accounted for 11.8% (2/17) of all very young (≤30 years) breast cancer patients in our study.
CONCLUSIONThe TP53 germline mutation is more common in Chinese population with a high risk for breast cancer than previously thought. TP53 gene mutation screening should be considered particularly for patients with a family history of LFS and very young age of onset.
Adult ; Asian Continental Ancestry Group ; genetics ; Base Sequence ; Breast Neoplasms ; ethnology ; genetics ; China ; DNA Mutational Analysis ; Exons ; Family Health ; Female ; Genetic Predisposition to Disease ; ethnology ; genetics ; Germ-Line Mutation ; Heterozygote ; Humans ; Li-Fraumeni Syndrome ; ethnology ; genetics ; Male ; Middle Aged ; Pedigree ; Risk Factors ; Tumor Suppressor Protein p53 ; genetics ; Young Adult
3.Analysis of clinical characteristics of persistent HBeAg positivity in patients with chronic hepatitis B treated with nucleos(t)ide analogues
Liangpen PENG ; Weiqiang GAN ; Yubao ZHENG ; Youming CHEN ; Jing LIU ; Zhebin WU ; Zhiliang GAO
Chinese Journal of Hepatology 2024;32(3):193-200
Objective:To explore the clinical characteristics of persistent HBeAg positivity in patients with chronic hepatitis B treated with nucleos(t)ide analogues.Methods:A retrospective analysis was performed according to different data types. An independent sample t-test, Mann-Whitney U test, chi-square test, or Fisher's exact probability method were used. Chronic hepatitis B patients followed up for four years were collected from the follow-up case database of the Department of Infectious Diseases of Zhongshan Third Hospital from January 2009 to December 2018 and were divided into two groups, A and B, with 87 and 145 cases respectively, according to the duration of HBeAg-negativity≤ 3 and persistent positivity >3 years. Statistical analysis was conducted on the age, gender, family history, baseline, follow-up visit duration, liver function, and other data among the two patient groups.Results:There were no statistically significant differences in gender, age, family history of liver cirrhosis, family history of liver cancer, liver cirrhosis condition before treatment, fatty liver disease combined condition before treatment, baseline HBsAg, anti-HBc, alanine aminotransferase, albumin, or total bilirubin between the two groups of patients ( P ?>?0.05). HBV DNA and HBeAg were significantly higher in group B than those in group A at baseline, with P≤0.001. Aspartate aminotransferase and γ-glutamyl transferase were significantly higher in group A than those in group B at baseline. The proportion of family history of hepatitis B was significantly higher in group B (69.0%) than that in group A (50.6%) among the two groups of patients, and the difference was statistically significant ( P ?=?0.005). The proportion of mothers with hepatitis B was significantly higher in group B (25.5%) than in group A (11.5%), P ?=?0.010. During the treatment process, the HBV DNA quantification was significantly higher in group B than that in group A at 0.5 and 1 years (P≤0.002). The proportion of HBV DNA <100IU/ml was also significantly different at six months and one year (χ 2=30.327, P ?0.001 and χ 2=11.779, P ?=?0.001). The HBsAg level was higher in group B than that of group A in the second and fourth years, P ?0.05. During the entire treatment process, the HBeAg level was significantly higher in group B than that in group A ( P ?0.001). A total of seven cases developed liver cirrhosis or cancer during follow-up, including three cases in group A and four cases in group B ( P ?>?0.05). Conclusion:HBeAg-positive patients with chronic hepatitis B have persistent HBeAg positivity when treated with long-term nucleos(t)ide analogues. Accordingly, a greater proportion of this kind of patient family and mothers have a remarkable history of hepatitis B and a reduced HBV DNA relapse rate in the early stages (within a year or less).
4. Disparity of minnesota multiphasic personality inventory between positions and its relationship with job burnout in a general hospital
Huifen DAI ; Zhebin YU ; Yujian MOU ; Binghua ZHU ; Zhongyi HE ; Kun CHEN
Chinese Journal of Industrial Hygiene and Occupational Diseases 2019;37(12):903-906
Objective:
To explore the difference of personality characteristics of physicians, nurses, medical skills and administrative personnel in a general hospital and its influence on job burnout.
Methods:
Employee entered the hospital before 2018 were enrolled in the current study and the position was classified as physicians, nurses, medical technician and administrative staff. Minnesota Multiphasic Personality Inventory (MMPI) was completed by the employee at the time of entering the hospital. Status of job burnout was assessed in 2018 using the Maslach Burnout Inventory-General Survey (MBI-GS) .
Results:
Physicians have a higher rate of paranoia than others (
5.Association between sleep and prevalence of hypertension in elderly population
Mengling TANG ; Fang WEI ; Huafang ZHANG ; Huifen DAI ; Xinqiang ZHU ; Zhebin YU ; Sangni QIAN ; Mingjuan JIN ; Jianbing WANG ; Kun CHEN
Chinese Journal of Epidemiology 2021;42(7):1188-1193
Objective:To explore the association between sleep duration, sleep quality and the prevalence of hypertension in the elderly aged 65 years and above.Methods:This study was conducted among the elderly in communities in Yiwu, China from April to July, 2019, and participants were recruited through physical examination in the hospital. Face-to-face interview was performed to obtain basic information. Sleep duration and sleep quality were evaluated by Pittsburgh Sleep Quality Index (PSQI). Associations between sleep duration, sleep quality and hypertension were evaluated by multivariate logistic regression analysis.Results:A total of 3 169 elderly persons, aged ≥65 years old, were included in the study. The overall prevalence of hypertension was 50.8%. The elderly with very poor sleep quality and short sleep duration accounted for 22.4% and 28.5%, respectively. After adjusting for demographic characteristics, socioeconomic status, lifestyle and health status, the OR of hypertension for the elderly with very poor sleep quality was 1.42 (95% CI: 1.12-1.80) compared with those with very good sleep quality. Compared with the elderly with sleep duration of 6-7 h a night, the OR of hypertension for those with sleep duration <6 h was 1.37 (95% CI: 1.15-1.65). As the sleep quality decreased, the risk for hypertension increased. An U-shaped association was found between sleep duration and risk of hypertension. Subgroup analyses showed that this association existed in both men and women, but only significant in the elderly aged <75 years. Conclusion:Poor sleep quality and short sleep duration were associated with risk for hypertension in the elderly.
6.A community-based survey on risk factors of type 2 diabetic kidney disease in Ningbo, China.
Xiaoyong LI ; Peng SHEN ; Hongbo LIN ; Zhebin YU ; Kun CHEN ; Jianbing WANG
Journal of Zhejiang University. Medical sciences 2018;47(2):163-168
OBJECTIVETo investigate the prevalence and risk factors of diabetic nephropathy in Ningbo Yinzhou district.
METHODSNephropathy screening was conducted among patients with type 2 diabetes mellitus (T2DM) registered in Ningbo Yinzhou district. Demographic information, clinical examination information, diabetes complications and behavioral risk factors of enrolled patients were collected. Logistic regression model was used to identify possible risk factors for the occurrence of diabetic nephropathy.
RESULTSAmong 10 604 T2DM patients included in this study, there were 3744 cases of diabetic nephropathy(35.31%). Univariate analysis showed that gender, age, education level, diabetes duration, glycemic control, hypertension, stroke, smoking and waist circumference were associated with diabetic nephropathy (<0.05 or <0.01). Multivariate logistic regression analysis showed that male, elders, long diabetes duration, hypertension and smoking were independent risk factors of diabetic nephropathy (<0.05 or <0.01).
CONCLUSIONSsDiabetic nephropathy is of high prevalence in T2DM patients. Male patients, elders, and those with long diabetes duration, hypertension and smoking habits are more likely to have diabetic nephropathy.
China ; Diabetes Mellitus, Type 2 ; Diabetic Nephropathies ; Humans ; Hypertension ; Logistic Models ; Male ; Prevalence ; Risk Factors ; Surveys and Questionnaires
7.CRP is an important factor affecting the timing of surgical drainage of ureteral calculi with upper urinary tract infection
Fangzhou LI ; Qiang LIU ; Dongdong XIAO ; Zhebin DU ; Hanqing XUAN ; Qi CHEN ; Lianhua ZHANG
Journal of Modern Urology 2023;28(5):417-420
【Objective】 To explore the timing of surgical drainage for ureteral calculi with upper urinary tract infection. 【Methods】 Clinical data of 117 cases of ureteral calculi with upper urinary tract infection treated in our hospital during Jan.2018 and Jan.2020 were retrospectively analyzed. According to different treatment methods, the patients were divided into surgical drainage group and non-surgical drainage group. The patients’ age, gender, side of calculi, peak body temperature, time of onset, white blood cell (WBC) count, C-reactive protein (CRP) and other clinical indicators were compared between the two groups. The cutoff value of surgical drainage was determined with receiver operator characteristic (ROC) curve. 【Results】 The patients’ age, peak body temperature, WBC count and CRP level were the influencing factors of surgical drainage (P<0.05). Regression analysis showed that CRP (P<0.001), age (P=0.003) and WBC count (P=0.014) were independent risk factors for surgical drainage. The area under the ROC curve (AUC) of CRP, age, and WBC count were 0.923, 0.601, and 0.796, respectively. The cutoff value of CRP was 29.87 mg/L (sensitivity 79.4%, specificity 90.0%). Logistic regression model showed CRP was a significant clinical predictor. 【Conclusion】 Ureteral calculi with upper urinary tract infection need to be diagnosed and treated in time. Positive anti-infection should be performed during emergency treatment, and surgical drainage could be selected according to the value of CRP.