1.The Epidemic Characteristics of Diabetes among Residents in Rural and Urban Area in Sichuan
Ningmei ZHANG ; Deyun LI ; Xianping WU
Chinese Journal of Prevention and Control of Chronic Diseases 2006;0(05):-
Objective To understand the diabetes prevalence of urban and rural residents in Sichuan,as the basis for prevention and control of diabetes. Methods By multiple stage cluster sampling method,4 475 residents were selected from 3 240 families of six districts in this survey. The content of blood sugar was determined and disease history of diabetes was investigated in the sampled population. Results The diabetes prevalence of population aged over 3-years was 2.2%,the standardized rate was 2.6%,and it was 4.0% and 3.4% respectively among population aged over 18-years. The diabetes prevalence of population aged over 18-years in urban area was 8.8%,the standardized rate was 6.22%,and it was 1.1% and 1.0% respectively in rural area,the standardized rate in urban area was higher than that in rural area (u=7.04,P
2.Effects of hospital-community-family continuing nursing model on the control of blood glucose and diet in patients with type 2 diabetes mellitus
Qiaoyun LI ; Ningmei WANG ; Ying HUANG ; Yan ZHANG
Chinese Journal of Modern Nursing 2017;23(19):2454-2457
Objective To investigate the effects of hospital-community-family continuing nursing in patients with type 2 diabetes mellitus on the control of blood glucose and diet.Methods A total of 118 patients with type 2 diabetes in the endocrinology department of Jiangsu Province Hospital of TCM from March 2015 to March 2016 were selected using convenience sampling methods and divided into control group and experimental group using random number table, with 59 cases in each group. Patients in the control group were given endocrinology specialist nursing and routine discharge guidance, while patients in the experimental group were given endocrinology specialist nursing and hospital-community-family continuing nursing discharge guidance. The control effects of blood glucose and diet of patients were compared between the two groups.Results After the intervention for six months, the control level of blood glucose of patients in the experimental group was significantly better than that in the control group (t=3.98,P<0.05). The food intake compliance of the patients in the experimental group were better than that in the control group, with a statistically significant difference between the two groups (P<0.05).Conclusions The implementation of hospital-community-family continuing nursing in the patients with type 2 diabetes mellitus is beneficial to the blood glucose control and improvement of diet of patients.
3.Artificial neural network model based on recursive feature elimination-support vector machine for differentiating ductal carcinoma in situ and complicated with microinvasion
Xiaoping ZHOU ; Wei YANG ; Qingyun YIN ; Chaolin ZHANG ; Ningmei ZHANG
Chinese Journal of Medical Imaging Technology 2024;40(9):1345-1350
Objective To observe the value of artificial neural network(ANN)model based on recursive feature elimination-support vector machine(RFE-SVM)for differentiating ductal carcinoma in situ(DCIS)and DCIS complicated with microinvasion(DCISM).Methods Totally 296 female patients with single breast cancer(244 cases of DCIS and 52 cases of DCISM)were retrospectively collected as training set.Then 120 female patients with single breast cancer(87 cases of DCIS and 33 cases of DCISM)were prospectively enrolled as validation set.The general data,mammography and MRI findings were compared between sets.The optimal feature subsets for establishing ANN model were screened.Receiver operating characteristic curve was drawn,and the area under the curve(AUC)was calculated to evaluate the efficacy of ANN model for differentiating DCIS and DCISM.Results Ki-67 index,the minimum apparent diffusion coefficient(ADCmin),nuclear grade,ADCheterogeneity,maximum diameter of lesion,patient's age,P63,lesion enhancement type,calcification status and necrosis were the selected top 10 optimal feature subsets.The accuracy,sensitivity,specificity,positive predictive,negative predictive and AUC of ANN model for differentiating DCIS and DCISM was 91.55%,63.46%,97.54%,84.62%,92.61%and 0.950 in training set,respectively,while was 80.00%,69.70%,83.91%,62.16%,87.95%and 0.896 in validation set,respectively.The calibration curves of ANN model were consistent with the ideal curves in both training and validation set(P=0.355,0.480),which also expressed high clinical net benefit.Conclusion ANN model based on SVM-RFE could be used to differentiate DCIS and DCISM effectively.
4.Diagnostic value of assisted elastography in endoscopic ultrasound-guided fine needle aspiration
Xiaorong YANG ; Yufeng GUO ; Ningmei ZHANG ; Rui HUANG ; Wei TAO
Chinese Journal of Digestive Endoscopy 2022;39(12):1004-1008
Objective:To investigate the diagnostic value of endoscopic ultrasound elastography (EUS-E) in endoscopic ultrasound-guided fine needle aspiration (EUS-FNA) for malignant occupying lesions in gastrointestinal adjacent tissue.Methods:Clinical data of 54 patients (57 lesions) undergoing EUS-FNA from January 2020 to April 2021 in the General Hospital of Ningxia Medical University were collected. Thirty patients (31 lesions) who received FNA assisted by EUS-E from May 2020 to February 2021 were enrolled in the EUS-E group, and 24 patients (26 lesions) who underwent routine EUS-FNA without EUS-E in the non-EUS-E group. The diagnostic efficacy of EUS-FNA was evaluated.The diagnostic efficacy of EUS-E group and non EUS-E group was compared. EUS-E score of EUS-E group was analyzed.Results:The overall sensitivity, specificity, positive predictive value, negative predictive value and accuracy of EUS-FNA in the diagnosis of malignant occupying lesions in gastrointestinal adjacent tissue were 80.5% (33/41), 100.0% (16/16), 100.0% (33/33), 66.7% (16/24) and 86.0% (49/57), respectively. There were no significant differences in sensitivity [78.6% (22/28) VS 84.6% (11/13), P=0.232] or accuracy [83.8% (31/37) VS 90.0% (18/20), P=0.156] of EUS-FNA for pancreatic lesions and other lesions (mediastinal and celiac lesions). Postoperative complications occurred in 1 patient (1.85%, 1/54). Also there were no significant differences in sensitivity [84.0% (21/25) VS 81.3% (13/16), P=0.186] or accuracy [87.1% (27/31) VS 88.5% (23/260, P=0.186] of diagnosis of malignant occupying lesions between EUS-E group and non-EUS-E group. In the EUS-E group, EUS-E score≥3 was highly consistent with the definite diagnosis ( Kappa=0.63). Conclusion:EUS-FNA is a safe and effective cytological and pathological method for diagnosis in gastrointestinal adjacent tissue. EUS-E score can well predict benign and malignant lesions, but EUS-FNA assisted by EUS-E does not show superiority in diagnostic sensitivity or accuracy.
5.Relationship between physical activity and the risk of morbidity of cerebrovascular disease in Sichuan Province: a prospective study
Jing ZHOU ; Xiaofang CHEN ; Xiaoyu CHANG ; Ningmei ZHANG ; Xiaofang CHEN ; Xia WU ; Jiaqiu LIU ; Wei JIANG ; Jun LYU ; Canqing YU ; Dianjianyi SUN ; Pei PEI ; Xianping WU
Chinese Journal of Epidemiology 2024;45(6):787-793
Objective:To investigate the morbidity of cerebrovascular disease among residents ≥30 years in Pengzhou, Sichuan Province, and analyze the effect of physical activity level on the risk of morbidity of cerebrovascular disease.Methods:From 2004 to 2008, people from Pengzhou, Sichuan Province were randomly selected. All the local people aged 30-79 were asked to receive a questionnaire survey, physical examination, and long-term follow-up to determine the morbidity of cerebrovascular disease. The physical activity level and the morbidity of cerebrovascular disease were described, and Cox proportional hazard regression models were used to evaluate the association of domain-specific physical activity with the risk of morbidity of cerebrovascular disease.Results:In 55 126 participants, there were 5 290 new cases of cerebrovascular disease, with a cumulative incidence of 9.60%. After the adjustment for multiple confounding factors, multivariate Cox proportional hazard regression analysis showed that increased levels of occupational, transportation, and total physical activity reduced the risk of cerebrovascular disease and its subtypes (cerebral hemorrhage, cerebral infarction). The highest group of occupational physical activity level had the lowest risk of cerebrovascular disease, with a hazard ratio ( HR) value of 0.81 (95% CI: 0.75-0.88), the highest group of transportation physical activity level had the lowest risk of cerebrovascular disease, with an HR value of 0.84 (95% CI: 0.78-0.91), the highest group of total physical activity level had the lowest risk of cerebrovascular disease, with an HR value of 0.87 (95% CI: 0.80-0.94), compared with the lowest group of corresponding physical activity. No association was found between the household/leisure-time physical activity level and the risk of cerebrovascular disease and its subtypes (cerebral hemorrhage, cerebral infarction). Conclusions:In project areas of Pengzhou, Sichuan Province, increased physical activity has been associated with reduced morbidity of cerebrovascular disease and its subtypes (cerebral hemorrhage, cerebral infarction). Increased levels of physical activity in adults are encouraged for health benefits.