Objective To explore the prediction effect of SMOTE_ENN mixed sampling combined with AdaBoost algorithm in unbalanced clinical data classification model.Methods Grid search was used and different sampling ratios were set.Combined with real data,four mixed sampling methods of ROS_RUS,SMOTE_RUS,SMOTE_Tomek and SMOTE_ENN were applied to build models based on DT,SVM and AdaBoost classification algorithms,respectively,and their performances were compared.Selecting Recall,F1 value,AUC three evaluation indicators,50%discount cross-validation repeated three times to take the average.Another two UCI data sets are selected to validate the model externally.Results Among the 12 classification models,the performance of SMOTE_ENN mixed sampling combined with AdaBoost was the best,the values of Recall,F1 and AUC were 0.747,0.751 and 0.776 respectively,and the best sampling rate was 50%SMOTE oversampling combined with 70%ENN undersampling.Conclusion SMOTE_ENN mixed sampling combined with AdaBoost model can effectively improve the clinical outcome prediction efficiency of unbalanced data of HT patients,and the best proportional sampling can effectively solve the problem that there is no clear sampling rate in previous resampling.After further verification of the open UCI data set,the model can be popularized and applied.

Objective: To investigate the safety, feasibility and short-term efficacy of total laparoscopic loop ileostomy reversal in patients after resection of rectal cancer. Methods: The clinical data of 20 patients who underwent total laparoscopic loop ileoscopic loop ileostomy after radical resection of rectal cancer at Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, or Beijing Chaoyang District Sanhuan Cancer Hospital from October 2019 to June 2020 were collected and retrospectively analyzed. Results: All patients had successfully underwent total laparoscopic ileostomy reversal without conversion to open surgery or discontinued operation. No perioperative related death cases were found. In the whole group, the median operation time was 97 (60-145) minutes and the median intraoperative blood loss was 20 (10-100) milliliters. The median Visual Analogue Scale (VAS) score was 1.9 (1-5) one day after the operation. Nobody needed to use additional analgesic drugs. The median time to grand activities was 25 (16-42) hours, the median time to flatus was 44 (19-51) hours, and the median hospitalization after operation was 6.9 (5-9) days. No patients underwent operation related complications such as operative incision infection, abdominal and pelvic infection, intestinal obstruction, anastomotic leakage, bleeding and so on. Conclusions: Total laparoscopic loop ileostomy reversal appears to be safe, feasible and with promising efficacy for selected patients.
Humans ; Ileostomy ; Retrospective Studies ; Laparoscopy ; Rectal Neoplasms/surgery* ; Anastomotic Leak ; Anastomosis, Surgical

Currently, the national schistosomiasis control program of China is moving from transmission interruption to elimination, and there are multiple challenges during the stage moving towards the progression of schistosomiasis elimination, including a high difficulty in shrinking snail-infested areas, unstable achievements for infectious source control, imperfect surveillance system and a reduction in schistosomiasis control and administration. Based on the core suggestions proposed in the 2022 WHO guideline on control and elimination of human schistosomiasis, recommendations on schistosomiasis surveillance system building, development of novel diagnostics, adjustment of the schistosomiasis control strategy and maintaining and improvements of the schistosomiasis control capability are proposed for the national schistosomiasis control program of China in the new era according to the actual status of schistosomiasis control in China. Formulation of the national schistosomiasis control strategy and goal from One Health perspective, verification of transmission interruption and elimination of schistosomiasis, precision implementation of schistosomiasis control interventions with adaptations to local circumstances, development and application of highly sensitive and specific diagnostics are recommended for elimination of schistosomiasis in China. In addition, the implementation of the 2022 WHO guideline on control and elimination of human schistosomiasis may guide the elimination of schistosomiasis in China.
Animals ; China/epidemiology* ; Goals ; Humans ; Schistosomiasis/prevention & control* ; Snails ; World Health Organization

Objective To investigate the effectiveness and cost of 50% and 80% wettable powder of niclosamide ethanolamine salt (NESWP) and 26% metaldehyde and niclosamide suspension concentrate (MNSC) in hilly schistosomiasis-endemic regions, so as to provide insights into the selection of chemical molluscicides in hilly regions. Methods In September 2020, a wasteland in Guanshanqiao Village, Yanrui Township, Yushan County of Jiangxi Province was selected as the experimental region, which was sectioned into five blocks and defined as four experimental groups (A₁, A₂, B, C) and a blank control group (D). 80% NESWP were given at doses of 1 g/m² and 1.5 g/m² in groups A₁ and A₂ using the spraying method, 50% NESWP was given at a dose of 2 g/m² in Group B using the spraying method, and 26% MNSC was at a dose of 4 g/m² in Group C using the spraying method, while no chemical treatment was given in Group D. Snail survey was performed using a systematic sampling method before chemical treatment and 1, 3, 7 d and 15 d post-treatment to examine the molluscicidal effect, and all molluscicidal costs were estimated to calculate the cost of chemical treatment per 1 m² and the cost of the reduction in the mean density of living snails per 1%. Results The highest mortality of snails was 78.95% and the lowest density of living snails was 0.2388 snails/0.1 m² in the experimental groups within 7 d of chemical treatment, and the highest mortality of snails was 94.74% and the lowest density of living snails was 0.058 0 snails/0.1 m² 7 d post-treatment. There were no significant differences in the snail mortality among the A₁, A₂, B and C groups 1 (χ² = 2.250, P > 0.05), 3 (χ² = 1.779, P > 0.05) or 15 d post-treatment (χ² = 2.286, P > 0.05), while a significant difference was detected in the snail mortality among the four groups 7 d post-treatment (χ² = 7.990, P = 0.046). In addition, there were no significant differences in the snail mortality between A₁ and A₂ groups 1 (χ² = 0.724, P > 0.05), 3 (χ² = 0.584, P > 0.05), 7 (χ² = 0.400, P > 0.05) or 15 d post-treatment (χ² = 0.251, P > 0.05). The costs of chemical treatment per 1 m² were 0.58, 0.60, 0.64 Yuan and 0.73 Yuan in groups A₁, A₂, B and C, and the costs of the mean density of living snail per 1% reduction were 19.29, 20.44, 21.68 Yuan and 23.53 Yuan in groups A₁, A₂, B and C, respectively. Conclusion 80% NESWP shows a high molluscicidal efficacy and low cost in hilly schistosomiasis-endemic regions.

Objective:To explore the efficacy and mechanism of Danggui Shaoyaosan on rats of nonalcoholic fatty liver disease （NAFLD）. Method:Sixrty SPF SD male rats were randomly divided into normal group， model group，essentiale （0.144 g·kg^-1） and low， middle and high-dose of Danggui Shaoyaosan groups （2.44， 4.88， 9.76 g·kg^-1）. High fat diet were fed to bulid the NAFLD model， and each treatment group was given corresponding drugs at the same time. After 8 weeks， the serum and liver tissue were collected to detect the contents or activities of total cholesterol （TC）， triglyceride （TG）， alanine aminotransferase （ALT）， aspartic acid aminotransferase （AST）， tumor necrosis factor-α （TNF-α） and interleukin-10 （IL-10） in serum， the contents of TC， TG and free fatty acid （FFA） in liver tissue， Real-time fluorescence quantitative polymerase chain reaction（Real-time PCR） and Western blot were used to observe the gene and protein expressions of Toll-like receptor 4 （TLR4）， myeloid different factory 88 （MyD88） and c-Jun n-terminal kinase （JNK） and the protein expression of phosphorylation JNK（p-JNK） in liver tissue. Hematoxylin-eosin （HE） staining and Oil red staining to observe the pathological morphological changes of liver. Result:Compared with control group， the contents or activities of TC， TG， ALT， AST and TNF-α in serum， the contents of TC， TG and FFA in liver and the gene and protein expressions of TLR4， MyD88， JNK， and the protein expression of p-JNK in liver tissue of model group were distinctly increased （P<0.01）， the content of IL-10 was significantly decreased （P<0.01）. Compared with model group， the contents or activities of TC， TG， ALT， AST and TNF-α in serum， the contents of TC， TG and FFA in liver and the mRNA and protein expressions of TLR4， MyD88 and JNK， and the protein expression of p-JNK in liver tissue of Danggui Shaoyaosan groups were significantly reduced （P<0.05，P<0.01）， the content of IL-10 in serum of Danggui Shaoyaosan groups was distinctly increased（P<0.05，P<0.01）， HE staining and Oil red staining show that the degree of liver steatosis was alleviated obviously by Danggui Shaoyaosan. Conclusion:Danggui Shaoyaosan has a better treatment on NAFLD by inhibiting TLR4/MyD88/JNK pathway and alleviating the inflammation response.

Since 2015 when the transmission of schistosomiasis was controlled in China, the country has been moving towards elimination of schistosomiasis, with the surveillance-response as the main interventions for schistosomiasis control. During the period of the 13th Five-Year Plan, the transmission of schistosomiasis had been interrupted in four provinces of Sichuan, Jiangsu, Yunnan and Hubei and the prevalence of schistosomiasis has been at the historically lowest level in China. As a consequence, the goal set in The 13th Five-Year National Schistosomiasis Control Program in China is almost achieved. However, there are multiple challenges during the stage moving towards elimination of schistosomiasis in China, including the widespread distribution of intermediate host snails and complicated snail habitats, many types of sources of Schistosoma japonicum infections and difficulty in management of bovines and sheep, unmet requirements for the current schistosomiasis control program with the currently available tools, and vulnerable control achievements. During the 14th Five-Year period, it is crucial to consolidate the schistosomiasis control achievements and gradually solve the above difficulties, and critical to provide the basis for achieving the ultimate goal of elimination of schistosomiasis in China. Based on the past experiences from the national schistosomiasis control program and the challenges for schistosomiasis elimination in China, an expert consensus has been reached pertaining to the objectives, control strategy and measures for The 14th Five-Year National Schistosomiasis Control Program in China, so as to provide insights in to the development of The 14th Five-Year National Schistosomiasis Control Program in China.

Death ; Hematoma, Subdural/etiology* ; Humans ; Syphilis, Congenital/complications*

Objective::Through data mining analysis of Chinese patent medicine prescription containing Aconiti Lateralis Radix Praeparata (CPMCA) in a hospital, the characteristic rules of clinical medication of this kind of Chinese patent medicine were analyzed from the perspective of traditional Chinese medicine (TCM) syndrome differentiation and treatment, and the application prospect of data mining in TCM prescription analysis was explored. Method::CPMCA in the hospital outpatient clinics from November 2017 to October 2018 was conducted. The clinical application of this kind of Chinese patent medicine was retrospectively analyzed from the aspects of basic situation of patients, TCM diseases, TCM syndromes and so on. The clinical application of CPMCA was reviewed and analyzed. Three kinds of data mining algorithms in Microsoft SQL Server Analysis Services 2012 were used to analyze the characteristics of prescription medication. Result::A total of 8 kinds of Chinese patent medicines containing Aconiti Lateralis Radix Praeparata were used in a hospital, and most of them were used by patients under 14 years old, among them, the dosage of Xiaoer Feike granules was the largest. The TCM diseases were mostly cough, cold and asthma, while the TCM syndromes were mostly cold-heat complicated syndrome, wind-phlegm syndrome and external contraction of wind evil. The CPMCA for nourishing and warming kidney-Yang included Jingui Shenqiwan, Longlu capsules, Wangbi capsules and Guifu Dihuang pills. The TCM diseases were mostly arthralgia syndrome, vertigo, and consumptive disease, meanwhile, the syndromes were mainly deficiency of liver and kidney, kidney deficiency and blood stasis, and deficiency of spleen and kidney. Decision tree analysis showed that the CPMCA had the characteristics of age distribution, among which TCM diseases and syndromes were the main decision points. According to the age, sex, diagnosis of Chinese and western medicine, and TCM syndromes of this type of prescription, the CPMCA were divided into 10 categories by cluster analysis. Correlation analysis showed that the combination of Xiaoer Feike granules was the most common, but the correlation was not high. And Jingui Shenqiwan, Qili Qiangxin capsules, Longlu capsules and Wangbi capsules had their own strong associated medication. Conclusion::The application of data mining algorithm in multi-factor analysis of clinical prescription is close to the clinical dialectical treatment thinking of TCM. Combined with the basic statistics, it can be seen that the CPMCA in a hospital is consistent with the characteristics of TCM syndrome differentiation and treatment.