1.Research of the current situation of impaired awareness of hypoglycemia
Caifeng LUO ; Zhijia SHEN ; Wei YIN ; Qiaoyan LIU ; Dongmei ZHU
Chinese Journal of Practical Nursing 2020;36(31):2476-2481
Impaired awareness of hypoglycemia is an acquired complication of insulin therapy, which affects people with type 1 and insulin-treated type 2 diabetes mellitus, whereby the ability to perceive the onset of hypoglycemia becomes diminished or absent, which not only affects life health, but also causes fear of hypoglycemia , and causing a serious burden on the quality of life. The paper reviews the concept,the assessment tools,the occurrence,the influencing factors and intervention strategies of impaired awareness of hypoglycemia.In order to provide suggestions for the researches of impaired awareness of hypoglycemia in China.
2.A qualitative study on disorienting dilemmas of master of nursing specialist
Zhijia SHEN ; Caifeng LUO ; Jian'ou XU ; Shujing GU ; Fei LYU ; Dongmei ZHU ; Xiaoyun GUO
Chinese Journal of Modern Nursing 2020;26(27):3744-3750
Objective:To explore disorienting dilemmas during postgraduate study period experienced by postgraduates with master of nursing specialist who participated in the national postgraduate entrance examination and provide a basis for teaching reform based on transformative learning theory.Methods:Using the purposive sampling method and the maximum difference method, 23 full-time masters of nursing specialist who participated in the national postgraduate entrance examination from 3 universities of Jiangsu Province were selected as the research objects from March to June 2019. The descriptive qualitative research method was used to conduct semi-structured interviews, and the traditional content analysis method was used to analyze the interview data.Results:Four themes of disorienting dilemmas of masters of nursing specialist were extracted: the expected hypothesis of challenges of new environment in course learning, a gap between scientific research ability and training target, adjustment of self-positioning in clinical practice and insufficient preparations for graduation of master of nursing specialist.Conclusions:Master of nursing specialist have disorienting dilemmas in course study, scientific research, clinical practice and graduation preparation, and nursing educators can use this as a trigger point to carry out teaching reform based on transformative learning theory.
3.Behavioral characteristics of patients with recurrent hypoglycemia in the degeneracy of blood glucose management:a mixed-methods study
Zhijia SHEN ; Xinyu CHEN ; Zhijie QIAN ; Limei YIN
Chinese Journal of Nursing 2024;59(9):1043-1050
Objective To explore the process and main behavior characteristics of behavioral characteristics of patients with recurrent hypoglycemia in the degeneracy of blood glucose management.Methods A mixed-method convergent design was used to collect data.From June 2022 to April 2023,382 patients with recurrent hypoglycemia were admitted to the endocrine department of a tertiary hospital in Jiangsu were recruited to score of ego depletion.K-means clustering was conducted to analyze the distribution characteristics of patients'characteristics in blood glucose management.At the same time,19 patients who were selected from the participants of the quantitative study were recruited to attend semi-structured interviews.Results Quantitative results analysis:the average score of blood glucose management loss was(49.20±6.58),and the average scores of cognitive control,behavioral control and emotional control were(17.90±4.12),(15.49±3.64)and(15.81±3.58),respectively.The results of cluster analysis showed that behavioral characteristics could be divided into 3 groups:a cognitive depletion group,an emotional depletion group and a self-control group.Qualitative data analysis:the process of deterioration of management in patients included 3 major themes,including the antecedents of ego depletion,the process of ego depletion and the aftereffects of ego depletion.Analysis of the mixed results showed that the status of ego depletion is serious;patients ignore the behavioral elements of active participation in blood glucose management,show many irrational decision-making behaviors,and the degradation behavior characteristics of patients'blood glucose management are different.Conclusion The degeneration behavior of blood glucose management was serious and affected by single or multiple factors,continuously consuming self-control energy and causing ego depletion.To promote the long-term maintenance of blood glucose management,priority should be given to take actions to enhance patients'perceptions,emotion and behaviors,help them learn about the possible blood glucose changes,improve their understanding and recognition of the value of scientific management.
4.Clinical study of intraperitoneal infusion of bevacizumab combined with albumin paclitaxel and carboplatin in carcinomatous peritoneal adhesion from ovarian cancer
Jing ZHENG ; Sheng YAO ; Wenjie SHEN ; Zhijia SUN ; Hui ZHAO ; Yan FU ; Ke GAO ; Nan DU
Journal of International Oncology 2021;48(11):660-665
Objective:To observe the clinical effects of intraperitoneal perfusion of bevacizumab combined with albumin paclitaxel and carboplatin in the treatment of malignant peritoneal adhesion caused by ovarian cancer.Methods:From January 2016 to December 2020, 54 patients treated in our hospital with malignant peritoneal adhesions caused by ovarian cancer were enrolled in this study. They were randomly divided into experimental group ( n=27) and control group ( n=27) according to the random number table method. The treatment regimen of the experimental group was intravenous infusion of albumin paclitaxel plus intraperitoneal infusion of carboplatin and bevacizumab. The treatment regimen of the control group was intra-venous infusion of albumin paclitaxel plus intraperitoneal infusion of carboplatin. The treatment was repeated every 21 days, and the therapeutic effect was evaluated every two cycles. The treatment lasted for six cycles. The efficacy and incidence of adverse reactions were compared between the two groups. Results:The remission rate of incomplete malignant bowel obstruction of the experimental group was higher than that of the control group [85.19% (23/27) vs. 59.26% (16/27)], the total effective rate of the experimental group was higher than that of the control group [74.07% (20/27) vs. 44.44% (12/27)], and there were statistically significant differences ( χ2=4.523, P=0.033; χ2=4.909, P=0.027). After treatment, the levels of vascular endothelial growth factor (VEGF) in ascites of the experimental group and the control group were significantly lower than those before treatment [(80.33±1.41) pg/ml vs. (310.45±3.35) pg/ml, t=449.884, P<0.001; (135.68±1.60) pg/ml vs. (310.46±3.09) pg/ml, t=499.281, P<0.001], and after treatment, the VEGF level in the experimental group decreased more significantly than that in the control group ( t=-134.907, P<0.001). Patients in the experimental group and the control group tolerated the treatment well, and there were no significant differences in the incidences of adverse reactions such as hypertension (11.11% vs. 3.70%, χ2=0.270, P=0.603), neutropenia (14.81% vs. 11.11%, χ2<0.001, P>0.999), peripheral neuropathy (3.70% vs. 0, χ2<0.001, P>0.999), diarrhea (7.41% vs. 3.70%, χ2<0.001, P>0.999), nausea (3.70% vs. 0, χ2<0.001, P>0.999), epistaxis (7.41% vs. 0, χ2=0.519, P=0.471) or albuminuria (3.70% vs. 0, χ2<0.001, P>0.999) between the two groups. Conclusion:Intraperitoneal perfusion of bevacizumab combined with chemotherapy is superior to simple chemotherapy in the treatment of malignant peritoneal adhesion caused by ovarian cancer.
5.Correlation of TG/HDL-C,TyG and derivatives with carotid atherosclerosis in patients with impaired glucose tolerance
Cheng LIN ; Zhijia TANG ; Qian SHEN
International Journal of Laboratory Medicine 2024;45(22):2710-2715
Objective To investigate the correlation of triglyceride/high-density lipoprotein cholesterol(TG/HDL-C),triglyceride-glucose index(TyG)and derivatives with carotid atherosclerosis(CAS)in pa-tients with impaired glucose tolerance(IGT).Methods Clinical data of totally 102 IGT patients admitted to Tongling Hospital of Traditional Chinese Medicine from March 2021 to March 2023 were retrospectively ana-lyzed.Patients were classified into CAS group and non-CAS group according to the presence or absence of CAS.Univariate and multivariate Logistic regression models were utilized to testify whether TG/HDL-C,TyG and derivatives were responsible for CAS in IGT patients,and receiver operating characteristic(ROC)curve was plotted,then Spearman correlation coefficient was calculated to verify the correlation of TG/HDL-C,TyG and their derivatives with carotid intima-media thickness(IMT).Results There were 57 patients with CAS and 45 patients without CAS,with an incidence of 55.88%.There were statistically significant differences in age,high density lipoprotein cholesterol(HDL-C),triglycerides(TG),body mass index(BMI),TG/HDL-C,waist hip ratio(WHR),IMT between the two groups(P<0.05).The TyG and derivatives in the CAS group were higher than those in the non-CAS group,and the differences were statistically significant(P<0.05).TG/HDL-C,TyG and derivatives were positively correlated with IMT(both P<0.05).Age,TG/HDL-C,WHR,TyG and derivatives were the factors influencing the occurrence of CAS in IGT patients(P<0.05).The cut-off values of TG/HDL-C TyG were 1.04 and 9.10,the area under the curve(AUC)of the combined prediction for the CAS in IGT patients was 0.920(95%CI:0.865-0.974),which was larger than that of sin-gle prediction[0.831(95%CI:0.749-0.913),0.737(95%CI:0.641-0.833)].Conclusion TG/HDL-C,TyG and derivatives in IGT patients are closely correlated with IMT,which have a certain value in predicting CAS.Besides,age,TG/HDL-C,TyG and derivatives,and WHR are the influencing factors for the occurrence of CAS in IGT patients.
6.Establishing and evaluating a risk prediction model for colonoscopy bowel preparation failure based on automated machine learning
Ganhong WANG ; Jian CHEN ; Zhijia SHEN ; Meijuan XI ; Yanting ZHOU
China Journal of Endoscopy 2024;30(5):36-47
Objective Given the extensive application of machine learning(ML)in medical models and its remarkable learning and generalization capabilities,this study employed automated ML(AutoML)combined with patient demographics and clinical conditions to early assess the risk of failure in bowel preparation prior to colonoscopy.Methods A retrospective analysis was conducted on patients who underwent colonoscopy examinations in Hospital 1 and Hospital 2 from January 2022 to January 2023,and their general and clinical information was collected.According to the Boston bowel preparation scale(BBPS),a BBPS of≤5 was defined as a failure in bowel preparation,>5 was deemed satisfactory.From the data of the two hospitals,we randomly divided the dataset into a training set(n=303)and a validation set(n=76)at an 8∶2 ratio.Least absolute shrinkage and selection operator(LASSO)logistic regression(LR)model was used for feature selection,a nomogram scoring system was constructed,and models were established using AutoML based on five algorithms.Model performance was evaluated through receiver operator characteristic curve(ROC curve),calibration curves,LR-based decision curve analysis(DCA),SHAP plots,and force plots.Results Among the 379 patients,105 cases(27.7%)experienced bowel preparation failure(BBPS≤5).21 study variables were narrowed down to 10 through LASSO with 5-fold cross-validation,resulting in the development of a Nomogram chart with demonstrated reliability via calibration curves.Using the H2O platform and five algorithms[gradient boosting machine(GBM),deep learning(DL),generalized linear model(GLM),Stacked Ensemble and distributed random forest(DRF)],67 models were developed.Stacked Ensemble outperformed the others with an area under the curve(AUC)of 0.871,LogLoss of 0.403,and RMSE of 0.354,surpassing traditional LR model and other models.Variable importance contribution plots indicated significant predictive influences from factors such as the interval between laxative ingestion and examination,history of constipation,completion of laxative regimen,age,and presence of a companion during the procedure.Finally,SHAP plots and force plots revealed variable distribution patterns in binary classification predictions and the impact of variables on predictive outcomes.Conclusion The AutoML model based on the Stacked Ensemble algorithm exhibits clear clinical utility in early prediction of bowel preparation failure risk.Moreover,a clinically applicable column chart scoring tool is constructed.
7.The outcome predicted value of enhanced MRI for prolapsed or sequestrated lumbar disc herniation
Pengfei YU ; Hong JIANG ; Zhijia MA ; Feng DAI ; Xueqiang SHEN ; Shuai PEI ; Hua CHEN ; Zhiqiang WANG ; Liming WU ; Guanhong LIU ; Xiaochun LI ; Yuxiang DAI ; Hongwei LI ; Jintao LIU
Chinese Journal of Orthopaedics 2021;41(18):1350-1360
Objective:To analyze the predictive value of enhanced MRI in the outcome of prolapsed and sequestrated lumbar disc herniation through a retrospective analysis.Methods:A retrospective analysis of the data of 64 patients with prolapsed and sequestrated lumbar disc herniation from January 2015 to December 2018, including 38 males and 26 females; age 35.72±12.44 years (range, 22-64 years) ; 43 cases of prolapsed type, 21 cases of sequestrated type. Conservative treatment was the first choice for all patients, in case of surgical indications during the treatment, percutaneous endoscopic lumbar discectomy or fenestration discectomy will be performed. Enhanced MRI was performed at the first and last inspections, the volume of the protrusion, the thickness of rim enhancement (Tr), and the extent of rim enhancement (Er) were measured and calculated at the same time. According to the ring around the protrusion, the size of the rim-enhancement area was divided into type I-III; then compared the relationship between the rim-enhancement signal differentiation and the resorption rate of protrusions, and the correlation between Tr, Er values and the resorption rate of protrusions during the initial inspection.Results:Among the 64 patients, 42 patients completed conservative treatment, and 22 received surgical treatment. According to the rim-enhancement signal differentiation, 23 cases were treated conservatively for type I, 3 cases were treated by surgery; 16 cases were treated for type II conservatively, 7 cases were treated by surgery; 3 cases were treated for type III conservatively, and 12 cases were treated by surgery. All patients were followed up for 12 to 34 months. Among 42 conservatively treated patients, The volume of the protrusion before treatment was 2 645.67±690.86 mm 3, and the volume of the protrusion after treatment was 842.76±573.35 mm 3. The volume of protrusions before and after treatment was statistical significance ( t=11.897, P<0.001), Tr was 1.38±0.83 mm, and Er was 73.08%±34.39%, the resorption rate of protrusions was 65.10%±24.50%, and 39 cases (92.86%, 39/42) reached the standard for protrusion resorption (resorption rate ≥30%); 23 cases of type I , the resorption rate was 76.54%±18.62%; 16 cases of type II had an resorption rate of 56.81%±21.44%; 3 cases of type III had an resorption rate of 21.58%±12.19%. The resorption rate of type III were compared by single factor analysis of variance, and the difference was statistically significant ( F=12.885, P<0.001); 32 cases of both type I and II (82.05%, 32/39) had significant resorption (resorption rate ≥50%), and no case of type Ⅲ had significant resorption, comparing with type I and II, the difference was statistically significant ( P=0.010); Tr was positively correlated with resorption rate ( r=0.569, P<0.001), Er was positively correlated with resorption rate ( r=0.677, P<0.001). Conclusion:Under close clinical observation, parts of the prolapsed or sequestrated lumbar disc herniations can be conservatively treated, and the herniated disc can be resorption in many people and the clinical symptoms were alleviated. Rim-enhancement signal differentiation by enhanced MR has a better predictive value for the outcome of the herniation, type I is more prone to resorption, preferred conservative treatment, type Ⅲ is not easy to resorption, preferred surgery treatment, and the higher thickness of rim enhancement, the greater extend the rim-enhancement, the more prone to resorption phenomenon.
8.Association between height loss and calcaneus bone mineral density in Chinese adults
Zewei SHEN ; Zhijia SUN ; Canqing YU ; Yu GUO ; Zheng BIAN ; Pei PEI ; Huaidong DU ; Junshi CHEN ; Zhengming CHEN ; Jun LYU ; Liming LI
Chinese Journal of Epidemiology 2020;41(6):813-818
Objective:To examine the association between height loss and calcaneus bone mineral density (BMD) through data gathered from the China Kadoorie Biobank (CKB).Methods:The present study included 24 231 participants who attended the CKB resurvey during 2013-2014, in which calcaneus BMD was measured by quantitative ultrasound method for the first time. Height loss was calculated according to the differences appeared in height measurement between baseline and resurvey. We used linear regression models to estimate the association between height loss and BMD measures.Results:The mean interval between baseline and resurvey was (8.0±0.8 ) years. 33.0 % of the participants showed a height loss of ≥1.0 cm, and another 3.7 % were with height loss of ≥3.0 cm. After adjustment for potential confounders, there was a linear correlation seen between height loss and BMD ( P for all linear trend were <0.001). The βs (95 %CIs) for each 1.0 cm of height loss were -0.79 (-0.95--0.63) for broadband ultrasound attenuation (BUA), -2.74 (-3.35--2.13) for speed of sound (SOS), and -1.29 (-1.54--1.04) for stiffness index (SI). Compared with participants with stable height, the multivariate-adjusted βs (95 %CIs) for those with height loss of ≥3.0 cm were -3.29 (-4.08--2.50) for BUA, -10.70 (-13.66--7.73) for SOS, and -5.16 (-6.36--3.96) for SI, respectively. According to the subgroup analyses, the association of height loss with BMD measures seemed to be more apparent among females, in those aged ≥55 years, and those being less physically active. Conclusions:BMD became lower with the increase of height loss. Regular height measurement may contribute to the early diagnosis and prevention of osteoporosis.
9.Effect of different liver biopsy needle track management on Yttrium-90 selective internal radiation therapy on liver cancer
Zhenyuan XU ; Xue LIU ; Shuqun SHEN ; Zhijia XU ; Changkai LI ; Yefa YANG
Chinese Journal of Clinical Medicine 2025;32(2):288-294
Objective To explore the effect of different needle track management on Yttrium-90 microsphere selective internal radiation therapy (90Y-SIRT) on liver cancer after liver biopsy. Methods A retrospective analysis was conducted on the clinical data of 21 patients with liver cancer who underwent Technetium-99m-macroaggregated albumin (99mTc-MAA) evaluation and 90Y-SIRT after liver biopsy from June 2023 to December 2024. The methods of needle track management, hepatic arteriovenous shunting, and lung shunt fraction (LSF) were recorded. The occurrence of hepatic arteriovenous fistula (HAVF), as well as the corresponding countermeasures were analyzed. Results Among the 21 liver cancer patients, 7 cases (medical glue group) underwent embolization of the needle tract with medical glue (N-butyl 2-cyanoacrylate [NBCA]) immediately after biopsy, and no significant HAVF was observed during the 99mTc-MAA tests; 14 cases (non-medical glue group) were treated with delayed needle extraction or gelatin sponge particle blocking after biopsy, among which 7 cases developed significant HAVF, and the fistulas were treated with NBCA. The LSF of the medical glue group was significantly lower than that of the non-medical glue group ([7.06±2.33] % vs [12.43±7.73] %, P=0.037). All 21 patients successfully completed 90Y-SIRT. Conclusions Liver biopsy may affect 90Y-SIRT by causing iatrogenic HAVF. Immediate NBCA-embolization of the needle tract after biopsy or timely NBCA-embolization of fistulas during 99mTc-MAA tests may reduce the impact.