Objective To understand the current situation and influencing factors of work-related musculoskeletal disorders (WMSDs) in medical staff in Beijing City. Methods A total of 2 687 medical staff were selected as the research subjects using the multi-stage sampling method. The current situation of WMSDs and occupational stress, anxiety symptoms, depressive symptoms, and insomnia symptoms were investigated using the Musculoskeletal Disorders Questionnaire, the Core Occupational Stress Scale, the Generalized Anxiety Disorder Scale, the Patient Health Questionnaire Depression Scale, and the Self-Sleep Management Questionnaire. The Max-Min Hill-Climbing algorithm was used to construct a Bayesian network model to analyze the influencing factors and internal relationships of WMSDs and to conduct reasoning and prediction of the model. Results The prevalence of WMSDs among the research subjects was 88.9%. Binary logistic regression analysis was used to identify age, educational level, personal monthly income, anxiety symptoms, depressive symptoms, insomnia symptoms, prolonged forward-head desk work, and prolonged static posture work to construct the Bayesian network model. The model consisted of nine nodes and eleven directed edges. Prolonged static posture work, prolonged forward-head desk work, and anxiety symptoms were directly related to WMSDs. Age and educational level were indirectly related to WMSDs through their influence on prolonged forward-head desk work. Depression symptoms were indirectly associated with WMSDs through their influence on anxiety symptoms. The model's prediction accuracy was 90.5%. Conclusion The prevalence of WMSDs among medical staff in Beijing City is relatively high. Prolonged static posture work, prolonged forward-head desk work, and anxiety symptoms may directly increase the risk of developing WMSDs.

Background: Viral hepatitis causes annual deaths of 1.4 million people. Antiviral therapy rarely cures the disease, and patients are usually required to maintain lifelong medication, leading to cumulative drug toxicity. Schisandrae Fructus (SF) is efficacious in the treatment of viral hepatitis. Objective: The systematic review and meta-analysis aim to examine the efficacy and safety of SF alone or in combination with specific and nonspecific treatments for treating viral hepatitis by analyzing the clinical trials performed up to date. Methods: An extensive literature was searched in 7 databases from inception to May 2023. Final outcomes were divided into the primary outcomes containing the total effective rate and virological responses, as well as the secondary outcomes containing liver biochemical functions and frequencies of adverse events. RevMan 5.3 and GRADE pro 3.6 software were used for meta-analysis and assessment of evidence quality. Subgroup analysis was conducted to explore the source of the heterogeneity. Results: Twenty-nine randomized controlled trials were included in the meta-analysis. SF treatment was comparable with western medicines or other traditional Chinese treatments in terms of primary and secondary outcomes. In combination with specific treatments with antiviral medicines, SF group reduced 18.45 U/L of alanine aminotransferase levels [weighted mean difference: 18.45, 95% confidence interval (CI): (16.12, 20.78), p < 0.000 01] and 8.37 U/L of aspartate aminotransferase levels [weighted mean difference: 8.37, 95% CI: (1.25, 15.48), p = 0.02], and it decreased the levels of hyaluronic acid (HA) [standard mean difference (SMD): 0.92, 95% CI: (0.58, 1.27), p < 0.000 01], laminin (LN) [SMD: 0.64, 95% CI: (0.38, 0.90), p < 0.000 01], and procollagen type III [SMD: 0.48, 95% CI: (0.28, 0.67), p < 0.000 01], while increasing the total effective rate by 24% [risk ratio: 1.24, 95% CI: (1.15, 1.32), p < 0.000 01]. There were no severe adverse events during treatment. Conclusions: SF was a potential adjuvant for antiviral therapy in restoring liver function. However, the poor quality of the included randomized controlled trials limited the recommendations. More long-term, randomized, and double-blind studies should be performed to assess the efficacy and safety of combination therapy.

Background: Viral hepatitis causes annual deaths of 1.4 million people. Antiviral therapy rarely cures the disease, and patients are usually required to maintain lifelong medication, leading to cumulative drug toxicity. Schisandrae Fructus (SF) is efficacious in the treatment of viral hepatitis. Objective: The systematic review and meta-analysis aim to examine the efficacy and safety of SF alone or in combination with specific and nonspecific treatments for treating viral hepatitis by analyzing the clinical trials performed up to date. Methods: An extensive literature was searched in 7 databases from inception to May 2023. Final outcomes were divided into the primary outcomes containing the total effective rate and virological responses, as well as the secondary outcomes containing liver biochemical functions and frequencies of adverse events. RevMan 5.3 and GRADE pro 3.6 software were used for meta-analysis and assessment of evidence quality. Subgroup analysis was conducted to explore the source of the heterogeneity. Results: Twenty-nine randomized controlled trials were included in the meta-analysis. SF treatment was comparable with western medicines or other traditional Chinese treatments in terms of primary and secondary outcomes. In combination with specific treatments with antiviral medicines, SF group reduced 18.45 U/L of alanine aminotransferase levels [weighted mean difference: 18.45, 95% confidence interval (CI): (16.12, 20.78), p < 0.000 01] and 8.37 U/L of aspartate aminotransferase levels [weighted mean difference: 8.37, 95% CI: (1.25, 15.48), p = 0.02], and it decreased the levels of hyaluronic acid (HA) [standard mean difference (SMD): 0.92, 95% CI: (0.58, 1.27), p < 0.000 01], laminin (LN) [SMD: 0.64, 95% CI: (0.38, 0.90), p < 0.000 01], and procollagen type III [SMD: 0.48, 95% CI: (0.28, 0.67), p < 0.000 01], while increasing the total effective rate by 24% [risk ratio: 1.24, 95% CI: (1.15, 1.32), p < 0.000 01]. There were no severe adverse events during treatment. Conclusions: SF was a potential adjuvant for antiviral therapy in restoring liver function. However, the poor quality of the included randomized controlled trials limited the recommendations. More long-term, randomized, and double-blind studies should be performed to assess the efficacy and safety of combination therapy.

Background: Viral hepatitis causes annual deaths of 1.4 million people. Antiviral therapy rarely cures the disease, and patients are usually required to maintain lifelong medication, leading to cumulative drug toxicity. Schisandrae Fructus (SF) is efficacious in the treatment of viral hepatitis. Objective: The systematic review and meta-analysis aim to examine the efficacy and safety of SF alone or in combination with specific and nonspecific treatments for treating viral hepatitis by analyzing the clinical trials performed up to date. Methods: An extensive literature was searched in 7 databases from inception to May 2023. Final outcomes were divided into the primary outcomes containing the total effective rate and virological responses, as well as the secondary outcomes containing liver biochemical functions and frequencies of adverse events. RevMan 5.3 and GRADE pro 3.6 software were used for meta-analysis and assessment of evidence quality. Subgroup analysis was conducted to explore the source of the heterogeneity. Results: Twenty-nine randomized controlled trials were included in the meta-analysis. SF treatment was comparable with western medicines or other traditional Chinese treatments in terms of primary and secondary outcomes. In combination with specific treatments with antiviral medicines, SF group reduced 18.45 U/L of alanine aminotransferase levels [weighted mean difference: 18.45, 95% confidence interval (CI): (16.12, 20.78), p < 0.000 01] and 8.37 U/L of aspartate aminotransferase levels [weighted mean difference: 8.37, 95% CI: (1.25, 15.48), p = 0.02], and it decreased the levels of hyaluronic acid (HA) [standard mean difference (SMD): 0.92, 95% CI: (0.58, 1.27), p < 0.000 01], laminin (LN) [SMD: 0.64, 95% CI: (0.38, 0.90), p < 0.000 01], and procollagen type III [SMD: 0.48, 95% CI: (0.28, 0.67), p < 0.000 01], while increasing the total effective rate by 24% [risk ratio: 1.24, 95% CI: (1.15, 1.32), p < 0.000 01]. There were no severe adverse events during treatment. Conclusions: SF was a potential adjuvant for antiviral therapy in restoring liver function. However, the poor quality of the included randomized controlled trials limited the recommendations. More long-term, randomized, and double-blind studies should be performed to assess the efficacy and safety of combination therapy.

Objective: To analyze the status of colorectal cancer screening results in Shangcheng District, Hangzhou City from 2020 to 2022, so as to provide the evidence for developing prevention and control strategies for colorectal cancer. Methods: According to Colorectal Cancer Screening Program for Zhejiang Key Populations, residents registered in Shangcheng District and at ages of 50 to 74 years were recruited and screened using Zhejiang Provincial Questionnaires for Assessment of Risk of Colorectal Cancer Screening among High-risk Populations and fecal immunochemical test (FIT). Residents positive for questionnaires or FIT, or both positive for questionnaires and FIT were served as a positive screening and colonoscopy should be underwent. The rates of positive screening, compliance of colonoscopy and different pathological diagnosis results were analyzed. Results: Totally 118 227 residents were screened in Shangcheng District from 2020 to 2022, with a positive rate of 16.00%. The positive rates of questionnaires, FIT and both questionnaires and FIT were 8.14%, 6.46% and 1.40%, respectively. Colonoscopy was performed among 6 501 cases, with a compliance rate of 34.37%. Colonoscopy detected 3 689 cases with colorectal lesions, with a detection rate of 56.75%. The detection rates of colorectal cancer, pericancer lesions and other benign lesions were 1.12%, 9.15% and 46.47%, respectively. The detection rates of positive screening, colorectal lesions and pericancer lesions were higher in men (22.16%, 61.25% and 12.45%) than those in women (11.62%, 51.98% and 5.67%; all P<0.05). The detection rates of positive screening, colorectal lesions, colorectal cancer and pericancer lesions appeared a tendency towards a rise with age (all P<0.05). The detection rates of positive screening and colorectal lesions appeared a tendency towards a decline, and the compliance rate of colonoscopy appeared a tendency towards a rise from 2020 to 2022 (all P<0.05). The detection rate of pericancer lesions was higher among questionnaire and FIT positive residents (65.37%, P<0.05). Conclusions The detection rates of colorectal cancer and pericancer lesions in Shangcheng District from 2020 to 2022 were 1.12% and 9.15%, respectively. Men, the elderly, questionnaire and FIT positive residents are key populations, and the compliance of colonoscopy for the populations should be improved.

Objective:To explore the factors leading to communication disorders in ICU patients during mechanical ventilation from the perspective of both patients and medical staff, and to use the theoretical framework of acceptability to identify the barriers that can be improved by intervention.Methods:Using the method of descriptive phenomenology from July to August 2022, 11 patients with mechanical ventilation and 8 medical staff in the comprehensive ICU of a Yuhuangding Hospital in Yantai were selected for interviews by the purpose sampling method, combined with participatory observation. The interviews of patients were conducted off ventilator. With Nvivo12.0 Plus software, the seven-step analysis method of Colaizzi phenomenology was adopted to summarize the theme and the theoretical framework of acceptability was used to identify the obstacle factors that could be improved by intervention.Results:The age of 11 patients was 18-46 years old, the duration of mechanical ventilation was 9.5-312.3 h. The age of 8 medical staff was 26-54 years old, the length of service in ICU was 2-30 years. A total of 14 themes were extracted. For patients: defensive mood, difficulty in presenting information, introverted personality, communication tools are hard to use, emergency treatment conflict, deny the ability to communicate, thought slowness. For medical staff: defensive mood, cognitive load, high time cost, lack of humane communication strategies, poor training, other priorities, loss of confidence in effective communication, awareness of the importance of communication was not enough.Conclusions:There are many factors that can be improved for patients with mechanical ventilation in ICU. It is suggested to speed up the research and development of high-tech and personalized alternative communication tools in China, reduce negative communication between doctors and patients and nurses and patients, and implement evidence-based multi-mode and progressive communication intervention strategies.

Purpose To construct the model of differentiating primary central nervous system lymphoma(PCNSL)and atypical glioblastoma(GBM)by combining multi-parameter MRI radiomics and six machine learning algorithms,thus to compare the diagnostic efficacy of different machine learning algorithms.Materials and Methods The clinical and imaging data of 77(125 lesions)PCNSL and 90 atypical GBM(108 lesions)from PLA General Hospital and public databases were retrospectively analyzed from January 2013 to December 2023,and all patients were randomly divided into a training set(163 cases)and a validation set(70 cases)according to 7∶3.T1WI,T2WI and T1-weighted contrast-enhanced sequences were selected for tumor segmentation,and 1 132 radiomics features were extracted from each region of interest.The intraclass correlation coefficient(ICC)was used for the consistency test,and image features with ICC≥0.85 were selected.ICC and recursive feature elimination were used to select the best radiomics features.Six classifiers were used to train and verify three single sequence feature sets,three double-sequence sets and one multi-sequence set.The receiver operating characteristic curve was used to evaluate the diagnostic efficacy of the model.Results The combination model of the support vector machine of radial basis function classifier and multi-sequence feature set were the best model for differentiating PCNSL and atypical GBM.The area under the curve of the training set and the validation set were 0.969 and 0.913,respectively;and the accuracy were both 0.886.Conclusion Noninvasive extraction of multiparametric MRI features combined with machine learning algorithms can effectively differentiate PCNSL and atypical GBM,which provides support for the development of individualized treatment plans for patients.

Objective:To investigate the short-term and long-term efficacy and adverse reactions of neoadjuvant short-course radiotherapy combined with consolidation chemotherapy for locally advanced rectal cancer.Methods:A retrospective cohort study was conducted. One hundred and fifty patients with stage Ⅱ-Ⅲ rectal cancer who underwent total rectal mesentery resection in Shanxi Province Cancer Hospital from August 2015 to August 2018 were selected and divided into the short-course radiotherapy combined with consolidation chemotherapy group (study group) and the long-course synchronous radiotherapy and chemotherapy group (control group) according to the mode of neoadjuvant radiochemotherapy, with 71 and 79 cases in each group respectively. The two groups were compared in terms of recent efficacy and occurrence of adverse reactions. Kaplan-Meier method was used for survival analysis.Results:There were no statistically significant differences in the baseline clinicopathological characteristics of patients between the two groups (all P > 0.05). The proportion of patients with descending T stage [71.8% (51/71) vs. 55.7% (44/79)], descending clinical stage [66.2% (47/71) vs. 49.4% (39/79)] and the rate of pathological complete remission [21.1% (15/71) vs. 8.9% (7/79)] in the study group were higher than those in the control group, and the differences were statistically significant (all P < 0.05). The distant metastasis-free survival (DMFS) of the study group was better than that of the control group (3-year DMFS rate: 80.3% vs. 68.4%), and the difference was statistically significant ( χ2 = 4.19, P = 0.041); the differences between the study group and the control group in terms of disease-free survival (DFS) (3-year DFS rate: 80.3% vs. 78.5%) and overall survival (OS) (5-year OS rate: 91.5% vs. 83.4%) were not statistically significant (both P > 0.05). The differences in the incidences of nausea and vomiting, diarrhoea, bone marrow suppression and malaise between the two groups were not statistically significant (all P > 0.05). Conclusions:Neoadjuvant short-course radiotherapy combined with consolidation chemotherapy for locally advanced rectal cancer is safe and effective.

Objective:To classified the fluid location of of grade B and C postoperative pancreatic fistula (POPF) and propose processing flow.Methods:Data from 232 patients who underwent pancreatic surgery from January 2018 to December 2022 at Department of General Surgery & Hepato-billo-pancreatic,Beijing Hospital were collected retrospectively. Forty-six patients who suffered from grade B and C POPF underwent ultrasound-guided drainage. There were 32 males and 14 females, with an age of (60.2±13.7)years (range:18 to 85 years). The imaging data of postoperative CT were collected and the the fluid location was classified. Then analyzed the drainage status when patents were diagnosed as POPF. Machine learning was performed and a random forest model was applied to construct the relationship between intervention time and mortality. The optimal intervention time was calculated. The patients were then divided into early and late intervention groups and clinical data and outcomes were compared using the t test,Mann-Whitney U test, χ2 test or Fisher′s exact test between the two groups. Results:Based on the results of the random forest model, the optimal puncture time was within 5.38 days after the diagnosis of POPF. Based on the optimal time, 21 patients were subsumed into early intervention group and 25 patients were subsumed into late intervention group. The location of fluid collection was classified into four types: peripancreatic (32.7%,15/46), extra-pancreatic and epigastric (41.3%,19/46), extra-pancreatic and hypogastic (13.0%,6/46) and diffused (13.0%,6/46). The status of the drainage included normal in 10 patients (21.8%), displaced drain in 18 patients (39.1%) and drain removed or blocked in 18 patients (39.1%). The perioperative mortality rate was 19.0% (4/21) in the early intervention group and 8.0%(2/25) in the late. The late intervention group had significantly higher rates of positive drainage fluid cultures (88.0%(22/25) vs. 42.9%(10/21), χ2=10.584, P=0.001), secondary surgery (24.0%(6/25) vs. 0(0/21), P=0.025), and readmission within 90 days(32.0%(8/25) vs. 4.8%(1/21), χ2=5.381, P=0.020) than the early group, and a significantly longer postoperative hospital stay( M(IQR))(24(20)days vs. 39(53)days, Z=3.023, P=0.003). Conclusions:The location of the POPF fluid collection is classified into four types. Early radiological evaluation can detect abdominal effusion promptly,and early puncture and drainage will be beneficial in improving outcomes in these patents.

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