ObjectiveTo achieve high-dimensional prediction of class imbalanced of adverse drug reaction（ADR） of traditional Chinese medicine（TCM） and to classify and identify risk factors affecting the occurrence of ADR based on the post-marketing safety data of TCM monitored centrally in real world hospitals. MethodThe ensemble clustering resampling combined with regularized Group Lasso regression was used to perform high-dimensional balancing of ADR class-imbalanced data， and then to integrate the balanced datasets to achieve ADR prediction and the risk factor identification by category. ResultA practical example study of the proposed method on a monitoring data of TCM injection performed that the accuracy of the ADR prediction， the prediction sensitivity， the prediction specificity and the area under receiver operating characteristic curve（AUC） were all above 0.8 on the test set. Meanwhile， 40 risk factors affecting the occurrence of ADR were screened out from total 600 high-dimensional variables. And the effect of risk factors on the occurrence of ADR was identified by classification weighting. The important risk factors were classified as follows：past history， medication information， name of combined drugs， disease status， number of combined drugs and personal data. ConclusionIn the real world data of rare ADR with a large amount of clinical variables， this paper realized accurate ADR prediction on high-dimensional and class imbalanced condition， and classified and identified the key risk factors and their clinical significance of categories， so as to provide risk early warning for clinical rational drug use and combined drug use， as well as scientific basis for reevaluation of safety of post-marketing TCM.

Obesity can not only lead to various metabolic diseases such as non-alcoholic fatty liver, hypertension, hyperlipidemia, diabetes, and cardiovascular disease, it is also closely related to the occurrence and development of heart failure. Heart transplantation is the ultimate treatment for patients with heart failure. However, heart failure patients with obesity are usually excluded from the list of heart transplants. That is to say, obesity is considered a contraindication for heart transplantation. The traditional weight loss methods, including lifestyle interventions and medications, can not effectively alleviate obesity and its comorbidities because of their limited effect and time-consuming. In addition, weight-loss drugs cannot be used in heart transplantation because they can affect the absorption of immunosuppressive drugs. At present, metabolic surgery has become the most effective method for the treatment of obesity and its comorbidities, and is now gradually applied in the field of heart transplantation most of the heart failure patients with obesity meet the standards of heart transplantation after metabolic surgery, greatly increasing the transplantation rate as well as obesity, obesity-related metabolic diseases, and cardiac function were significantly improved, even some patients with heart failure no longer need heart transplantation after their cardiac function has been significantly improved. However, the application of metabolic surgery in the field of heart transplantation has not yet reached a consensus, and only a few reviews on this topic have been published. In this article, the application status and prospects of metabolic surgery in the field of heart transplantation are reviewed so as to provided reference for clinical practice.

Objective:To investigate the clinical efficacy of laparoscopic biliopancreatic diversion with duodenal switch (BPD-DS) for obesity.Methods:The retrospective and descriptive study was conducted. The clinical data of 10 patients with obesity who were admitted to the China-Japan Union Hospital Affiliated to Jilin University from September 2019 to January 2020 were collected.There were 7 male and 3 females, aged (32±9)years. Patients underwent laparoscopic BPD-DS. Observation indicators:(1) intraoperative and postoperative situations;(2) follow-up.Follow-up was performed by telephone interview and wechat up to July 2020, to detect complications, physical index, remission of preoperative comorbidity and blood biochemical index at 3 months and 6 months after operation. Measurement data with normal distribution were represented as Mean± SD, and comparison between groups was conducted using the t test. Repeated data were analyzed using the repeated ANOVA and pariwise comparison was done using the LSD method. Measurement data with skewed distribution were represented as M(range). Count data were represented as absolute numbers, and comparison between groups was analyzed using the chi-suqare test. Results:(1) Intraoperative and postoperative situations:10 patients underwent successfully laparoscopic BPD-DS, including 1 patient undergoing concomitant cholecystectomy due to gallstone disease. There was no obvious hemorrhage, conversion to open surgery or perioperative death for the 10 patients. The operation time and duration of postoperative hospital stay were (256±28)minutes and 11 days(range, 4-38 days). Two patients had postoperative complications. (2) Follow-up: 10 patients were followed up for 6 months. During the follow-up, 3 patients had increased frequency of defecation, with 3-5 times per day, 7 patients had defecation frequency of 1-2 times per day. Of 10 patients, 4 cases had postoperative cholestasis, 2 cases development to gallstone, and the remaining 4 patients had no abnor-mality. The body weight, body mass index, waist circumference of 10 patients were (139±22)kg, (46±10)kg/m 2,(139±14)cm before operation, (107±19)kg, (35±8)kg/m 2, (118±17)cm at 3 months after operation, and (92±17)kg, (30±6)kg/m 2, (104±12)cm at 6 months after operation, showing significant differences ( F=170.01, 104.42, 120.25, P<0.05). The excess body mass reduc-tion rates at 3, 6 months after operation of 10 patients were 58%±36% and 81%±42%, showing a significant difference ( t=73.00, P<0.05). Of 10 patients, cases with type 2 diabetes, hypertriglyceri-demia, hypercholesteremia, elevated low density lipoprotein cholesterin level, hyperuricemia, hypertension were 5, 4, 6, 8, 9, 9 before operation, cases with complete remission were 4, 2, 5, 5, 1, 1 at 3 months after operation, and cases with complete remission were 5, 3, 4, 6, 7, 5 at 6 months after operation. Cases with partial remission of hypertension were 8 and 4 at 3, 6 months after operation. For 5 patients with type 2 diabetes, the fasting blood glucose and hemoglobin Alc were (11.4±3.1)mmol/L and 9.3%±1.6% before operation, (5.6±1.0)mmol/L and 5.5%±0.5% at 3 months after operation, (4.9±0.5)mmol/L and 4.8%±0.5% at 6 months after operation, showing significant differences ( F=14.55, 39.84, P<0.05). Of 10 patients, the retinal-binding protein, vitamins E, serum iron, serum zinc were normal before operation, cases with deficiency of above indicators were 5, 2, 1, 1 at 3 months after operation and 3, 3, 2, 4 at 6 months after operation. There was no clinical symptoms in patents with nutrient deficiency. Cases with deficiency of vitamins A, hypocalcemia, folic acid deficiency were 2, 2, 0 before operation, 5, 0, 0 at 3 months after operation and 3, 0, 1 at 6 months after operation. No deficiency of vitamins D, vitamins B12, ferritin or anemia occurred to the 10 patients. Conclusion:Laparoscopic BPD-DS is safe and effective for obesity.

Objective To analyze the epidemiological characteristics of mumps in Guangxi from 2011 to 2019, and to provide a scientific basis for formulating effective prevention and control strategies. Methods Descriptive epidemiological method was used to analyze the incidence data of mumps in Guangxi from 2011 to 2019. Results From 2011 to 2019, a total of 146,132 cases of mumps were reported in Guangxi, with an average annual incidence rate of 34.23 /100 000. There were 88,919 male cases (60.85%) and 57,213 female cases (39.15%). The incidence rate decreased from 62.26/100 000 in 2011 to 16.46/100 000 in 2015, and increased from 18.60/100 000 in 2016 to 46.90/100 000 in 2019. There were seasonal variations in the incidence, with the incidence peaks occurring from April to July and from October to the following January. 85.39% of cases were under 15 years of age, and 76.82% of cases were among kindergarteners or school children. A total of 228 mumps outbreaks were reported during 2011-2019，including 5,347 cases, accounting for 3.66% of the total cases. The incidence rates of mumps in Nanning (56.09/100 000), Hechi (48.26/100 000), Liuzhou (46.77/100 000), Baise (46.34/100 000) and Fangchenggang (40.68/100,000) were relatively higher than other places. Conclusion The mumps incidence is on an upward trend in Guangxi since 2015-2019, occurring mainly in older children or students. It is suggested to adhere to the second dose of mumps containing vaccine for kindergarten and school children and strengthen the surveillance and outbreak control of mumps in schools.

Objective: To verify the criteria validity and effectiveness of the QCSS-E for screening of mild cognitive impairment (MCI) and early dementia with Alzheimer's type (DAT) among the elderly in community. Methods: With stratified convenient sampling, 1 298 elderly aged 55 and over recruited from Wuxi community, who finished the clinical interviews, laboratory examination and psychological tests such as QCSS-E, ADL, MMSE, ADAS-cog, CDR, and Core Neuropsychological Test.Then they were divided into health control group(HC), MCI group and DAT group by the diagnostic criteria of Peterson’s MCI and DSM-5 AD dementia.The criteria validity and screening efficacy of QCSS-E were verified and the optimal cut off value for detecting MCI and DAT were explored. Results: There were statistically significant differences in age, education level, marital status, family structure, occupation, and scores of MMSE, ADAS-cog, CNT, and QCSS-E total score and domain scores among three groups (all P<0.01). The total score and every domains score of QCSS-E were significantly correlated with test scores such as MMSE, ADAS-cog and CNT (all P<0.01). Using the total QCSS-E score to discriminate MCI from health control, the area under the curve (AUC) was 83.5%. When the cut off value was 74.5, the accuracy rate of classification was the highest (75.0%). Using the total QCSS-E score to discriminate DAT from health control, the AUC was 83.5%. When the cut off value was 64.5, the accuracy rate of classification was the highest (94.2%). Conclusion The QCSS-E has better criteria validity and higher effectiveness in screening MCI and DAT.

Objective: To investigate the clinical efficacy of laparoscopic stomach intestinal pylorus sparing surgery (SIPS) in the treatment of severe obesity. Methods: The retrospective and descriptive study was conducted. The clinical data of 5 patients with severe obesity who were admitted to the China-Japan Union Hospital Affiliated to Jilin University from October to November 2018 were collected. There was 1 male and 4 females, aged from 18 to 55 years, with an average age of 33 years. All the 5 patients underwent laparoscopic SIPS. Observation indicators: (1) surgical situations; (2) postoperative situations; (3) follow-up. Follow-up was performed by outpatient examination, telephone interview and Wechat up to February 2019, including general condition, changes in body weight, body mass index, waistline, blood pressure, percentage of excess weight loss, fasting plasma glucose, glycosylated hemoglobin, blood lipid, and uric acid at 3 months after surgery. Measurement data with normal distribution were represented as Mean±SD, and they were tested with Hotelling T² test. Measurement data with skewed distribution were represented as M (range). Results: (1) Surgical situations: 5 patients underwent successfully laparoscopic SIPS under clear surgical field, without obvious bleeding, conversion to open surgery or perioperative death. The operation time was 240 minutes (range, 165-345 minutes). (2) Postoperative situations: the time to initial out-of-bed activity, time to first and flatus, and time to initial drinking and liquid intake were 2 days (range, 2-3 days), 3 days (range, 2-3 days), and 3 days (range, 3-4 days), respectively. On the third day after surgery, all the 5 patients were confirmed anastomotic patency, without gastric leakage, stenosis, or obstruction by upper gastrointestinal contrast. The abdominal drainage-tube was removed on the fourth day after feeding without obvious discomfort and foreign substances extraction from the drainage-tube. The duration of postoperative hospital stay was 6 days (range, 6-7 days). (3) Follow-up: 5 patients with severe obesity were successfully followed up for 3 months. During the follow-up, one patient had significantly increased frequency of defecation, roughly 5-8 times a day, especially after eating greasy food. According to the dietary guidance of the case manager, diarrhea was improved significantly after reducing the intake of oily food. Of the 5 patients with severe obesity, color doppler ultrasonography examination revealed that cholestasis was found in 2 patients at 3 months after operation, which may be related to significant weight loss, ratio imbalance of bile acid to and cholesterol, intestinal microbiota, injury of vagus nerve, significant increasing in mucin of gallbladder, and without oral ursodeoxycholic acid as prescribed by the doctor. The body weight, body mass index, waistline, systolic blood pressure, and diastolic blood pressure of 5 patients with severe obesity were (100±15)kg, (36±4)kg/m^2, (111±10)cm, (130±12)mmHg (1 mmHg=0.133 kPa), and (78±14)mmHg at 3 months after operation, respectively, showing significant differences compared with these of preoperation (F=61.631, 75.558, 87.045, 9.501, 16.248, P<0.05). The percentage of excess weight loss was 44%±9%. Among the 5 patients with severe obesity, the fasting plasma glucose of 2 patients with type 2 diabetes mellitus decreased from 9.55 mmol/L and 13.49 mmol/L to 5.18 mmol/L and 5.62 mmol/L after operation, respectively. Level of glycated hemoglobin decreased from 10.0% and 9.9% to 5.2% and 6.2% after operation, respectively. In the 2 patients with hyperlipidemia, one patient with hypertriglyceride had level of triglyceride, total cholesterol, and low density lipoprotein increased from preoperative 2.24 mmol/L, 4.84 mmol/L and 2.92 mmol/L to 2.47 mmol/L, 6.68 mmol/L and 5.51 mmol/L after operation, another patient with hypercholesterol had cholesterol level decreased from preoperative 5.97 mmol/L to postoperative 5.75 mmol/L after operation. In the 3 patients with hyperuricemia, two patients had the uric acid decreased from 404 μmol/L and 484 μmol/L to 319 μmol/L and 417 μmol/L after operation, respectively, one had the uric acid increased from 531 μmol/L to 674 μmol/L after operation. Conclusions Laparoscopic SIPS has a significant short-term effect on patients with severe obesity, but its long-term safety and efficacy need to be further followed up.

Objective In observational studies or non-randomized design,the researchers' ability to make causal inferences from data was hampered by confounding factors.This study used this method to analyze a group of observational medical data in order to instruct relevant medical personnel to carry out their own causal inference studies.Methods At present,the four main types of propensity scoring methods:matching,stratification,inverse probability weighting and covariate adjustment have been widely used in the study of causal inference.Propensity score method can theoretically eliminate the bias of the observable confounding factors,so that the treatments variables are close to the result of random assignment design,thus,it is estimated that the treatment factor has a causal effect on the outcome.Results Considering the advantages of the inverse probability weighting method over other methods,this paper summarizes the applicable conditions for the estimate of causal effect,particularly illustrates the use of a modern nonparametric statistical technology--Generalized Boosted Models (GBM) and its advantages and disadvantages.Conclusion When there is a lot of different types of confounding factors,and uncertain functional forms for their associations with treatment selection in linear,non-linear or interaction effect,and other issues,GBM propensity score weighting method can overcome the obstacles in the process of accurately estimating propensity score.

Objective To analyze the differential protein expression of three negative breast cancer tissue before and after menopause application of iTRAQ technology, to explore the effects of menopause on three negative breast cancer. Methods Selected premenopausal and postmenopausal women with 8 cases in each by negative pathological diagnosis, differential protein analysis on significant function, difference of protein pathway and difference of protein verify were analyzed by the application iTRAQ technology. Results (1﹚Differential protein interactome was relatively centralized premenopausal, and postmenopausal differences of protein was much, and the distribution of the dispersed. (2﹚In pre menopausal cancer tissue protein differences existed in 5 of the significant difference in differences approach; post-menopausal cancer tissue protein existsed in 15 significantly different pathways. (3﹚Tumor adjacent tissues compared with premenopausal had a total of 214 significant difference proteins, postmenopausal had a total of 360 significant differ-ence proteins. The upregul ated proteins in 81 kinds of premenopausal three negative breast cancer tissues, 133 down regμl ated proteins, postmenopausal up-regμl ated protein 157 types, down 203. Conclusion Using iTRAQ technology to found that the expression has a certain particμl arity differences in three negative breast cancer before and after menopause, indicate three negative breast cancer may have different pathogenesis in the different estrogen environment, may be a new target for treatment of TNBC.

Objective To determine any relationship among detrusor wall thickness (DWT),bladder capacity (BC) and neurogenic lower urinary tract dysfunction (NLUTD),and to study the clinical implications of using DWT to predict the risk of renal injury after spinal cord injury (SCI).Methods Forty-eight adults with NLUTD due to SCI were recruited for the SCI group,and another 41 healthy adults formed a control group.Both groups underwent urodynamic evaluation and maximum bladder capacity (MBC) detection.The DWT of all subjects was measured by ultrasound imaging of the anterior bladder wall.Thereafter,the SCI group was divided into low and high risk subgroups based on the results of the urodynamic tests.Patients with detrusor leak point pressure ＜40 cmH2O were classified as low risk.Results At MBC,the average DWT in the SCI group was (0.97 ± 0.31)mm and (0.59 ± 0.08)mm in the control group,demonstrating a significant difference in DWT between patients with NLUTD and normal adults.The average DWT among the patients with type A detrusor sphincter dyssynergia was (1.10 ± 0.34)mm,which was significantly higher than among the patients with external urethral sphincter contraction without detrusor contraction (type C).DWT was significantly correlated with detrusor leak point pressure.A DWT of 0.87 mm (sensitivity 89.5％,specificity 58.6％) could be used as a critical point for predicting risk of renal injury in patients with NLUTD.Conclusions DWT is significantly greater among SCI patients with NLUTD and it correlates positively with detrusor leak point pressure.DWT could be used as a risk predictor for renal injury in patients with NLUTD due to SCI.

Objective To investigate the effectiveness of botulinum toxin A (BTX-A) injection to the external urethral sphincter guided by ultrasound in the treatment of various types of lower urinary tract dysfunction.Methods Twenty-two patients with urinary retention caused by neurological dysfunction (neurogenic bladder) were recruited,of which 18 were men and 4 women.They had various types of lower urinary tract dysfunction including detrusor external sphincter dyssynergia (DESD) in 7,nonrelaxing urethral sphincters in 5,and detrusor underactivity in 10.BTX-A (100 U) was injected into the external urethral sphincter at three different points guided by ultrasound.Clinical effects and urodynamic parameters were compared at baseline and after treatment.Results After treatment the urinary function and urodynamic parameters in each group improved significantly compared with the baseline.Maximum efficacy was observed at the 4th week.In the DESD group,3 patients (43％) had an excellent result and 3 (43％) had significant improvement; in the nonrelaxing sphincter group 3 (60％) had excellent results and 2 (40％) showed significant improvement; in the detrusor underactivity group 5 (50％) had excellent results and 3 (30％) had significant improvement.There were no obvious side effects.Conclusions BTX-A injections guided by ultrasound can accurately locate the external urethral sphincter.It is a simple and repeatable method for the treatment of lower urinary tract dysfunction.