1.The Multicenter Cross-sectional Study on the Distribution Characteristics of Traditional Chinese Medicine Syndrome Elements in Type 2 Diabetes Macroangiopathy
Yulin LENG ; Hong GAO ; Xiaoxu FU ; Gang XU ; Hongyan XIE ; Xingwei ZHUO ; Xiaoqin ZHOU ; Yi YANG ; Xiaoli YUAN ; Zhibiao WANG ; Chunguang XIE
Journal of Traditional Chinese Medicine 2024;65(17):1794-1801
ObjectiveTo explore the distribution characteristics of traditional Chinese medicine (TCM) syndrome elements of macroangiopathy in patients with type 2 diabetes mellitus (T2DM) and the key elements of occurrence, development and progression of disease. MethodsA multicenter cross-sectional study was conducted to enroll 445 T2DM patients from five hospitals, and according to the presence or absence of macroangiopathy, the patients were divided into a T2DM group (120 cases) and a diabetic macroangiopathy (DM) group (325 cases). Patients in DM group were divided into grade Ⅰ, Ⅱ, Ⅲ and Ⅳ according to the peripheral vascular color Doppler ultrasound results and the vascular anomalies classification standard. The general data including gender, age, duration of T2DM and body mass index (BMI) were collected, and the data of four examinations were obtained for syndrome differentiation. According to the diagnostic criteria of TCM syndrome elements, the patients can be divided into 9 patterns including qi deficiency, blood deficiency, yin deficiency, yang deficiency, qi stagnation, blood stasis, excess heat, and excess cold. The general data and distribution of TCM syndrome elements were compared between the two groups. The distribution of TCM syndrome elements in different vascular anomalies grades in the DM group was analyzed. Logistic regression analysis was used to explore the influence of various TCM syndrome elements on the occurrence of macroangiopathy in T2DM. ResultsThere was no significant difference in gender and BMI between groups (P>0.05). The age and duration of diabetes in the DM group were older and longer than those in the T2DM group (P<0.01). With the increase of age and prolonged course of disease, the severity of diabetic macroangiopathy increases gradually (P<0.05 or P<0.01). There was no significant difference in BMI and course of disease among the different TCM syndrome elements (P>0.05). The average age of patients with blood stasis syndrome was the oldest (P<0.05). There was significant difference in gender distribution between the excess heat syndrome and yin deficiency syndrome (P<0.05). A total of 240 TCM syndrome elements were extracted from the T2DM group, while 731 TCM syndrome elements extracted from the DM group. The top two high-frequency syndrome elements in the two groups were qi deficiency and yin deficiency, with a frequency of larger than 50%. The distribution of phlegm-damp syndrome and blood-stasis syndrome were significantly higher in the DM group than in the T2DM group (P<0.01). There were significant differences in the distribution of qi deficiency syndrome, yin deficiency syndrome, phlegm-damp syndrome, blood stasis syndrome, and excess heat syndrome among different grades of vascular anomalies (P<0.01); qi deficiency and yin deficiency were both high-frequency TCM syndrome elements in patients at grades 0 to Ⅲ; phlegm-damp syndrome increased in frequency with the progression of the disease from grades 0 to Ⅳ, and the frequency of blood stasis syndrome showed an overall upward trend. The frequency of phlegm-dampness syndrome increased from grades 0 to Ⅳ with the progression of the disease, and the frequency of blood stasis syndrome showed an overall upward trend. Logistic regression analysis showed that phlegm-damp syndrome and blood stasis syndrome were important TCM syndrome elements related to the vascular anomalies degree of macrovascular disease in T2DM (P<0.05 or P<0.01). ConclusionQi deficiency and yin deficiency are the basic TCM syndrome elements throughout the whole process of T2DM and diabetic macrovascular disease. Phlegm-damp and blood stasis are related to the degree of vascular anomalies in diabetic macrovascular disease and are the key TCM syndrome elements in the progression of macroangiopathy in T2DM.
2.Analysis of Current Situation and Influencing Factors of Digital Health Literacy of the Elderly in Shanghai
Hui WAN ; Jun PENG ; Hongxia WEN ; Yuhang ZHANG ; Ying XU ; Chunguang GU ; Ronghui ZHU ; Cheng WU
Journal of Medical Informatics 2024;45(10):53-58
Purpose/Significance To investigate and analyze the current status and influencing factors of digital health literacy(DHL)of the elderly,and to provide references for relevant departments.Method/Process The eHEALS scale is used to investigate the DHL status of 419 elderly people aged 60 and above in Shanghai through convenience sampling,and the influencing factors are explored through binary logistic regression analysis.Result/Conclusion Low education,smoking,and health anxiety are risk factors,while regular physical exami-nation is protective factor.Relevant departments should focus on the elderly people with lower education,and strengthen research and edu-cation on health examinations,smoking hazards,and the alleviation of anxiety.
3.Prediction of Prostate Cancer Risk Stratification Based on A Nonlinear Transformation Stacking Learning Strategy
Xinyu CAO ; Yin FANG ; Chunguang YANG ; Zhenghao LIU ; Guoping XU ; Yan JIANG ; Peiyan WU ; Wenbo SONG ; Hanshuo XING ; Xinglong WU
International Neurourology Journal 2024;28(1):33-43
Purpose:
Prostate cancer (PCa) is an epithelial malignancy that originates in the prostate gland and is generally categorized into low, intermediate, and high-risk groups. The primary diagnostic indicator for PCa is the measurement of serum prostate-specific antigen (PSA) values. However, reliance on PSA levels can result in false positives, leading to unnecessary biopsies and an increased risk of invasive injuries. Therefore, it is imperative to develop an efficient and accurate method for PCa risk stratification. Many recent studies on PCa risk stratification based on clinical data have employed a binary classification, distinguishing between low to intermediate and high risk. In this paper, we propose a novel machine learning (ML) approach utilizing a stacking learning strategy for predicting the tripartite risk stratification of PCa.
Methods:
Clinical records, featuring attributes selected using the lasso method, were utilized with 5 ML classifiers. The outputs of these classifiers underwent transformation by various nonlinear transformers and were then concatenated with the lasso-selected features, resulting in a set of new features. A stacking learning strategy, integrating different ML classifiers, was developed based on these new features.
Results:
Our proposed approach demonstrated superior performance, achieving an accuracy of 0.83 and an area under the receiver operating characteristic curve value of 0.88 in a dataset comprising 197 PCa patients with 42 clinical characteristics.
Conclusions
This study aimed to improve clinicians’ ability to rapidly assess PCa risk stratification while reducing the burden on patients. This was achieved by using artificial intelligence-related technologies as an auxiliary method for diagnosing PCa.
4.Based on Wnt/β-Catenin Signal Pathway to Explore the Mechanism of Tongluotangtai Recipe on GK Rats with Diabetes Peripheral Neuropathy
Jiushu YUAN ; Xueru WANG ; Susu HUANG ; Jie XU ; Huixuan ZHANG ; Hong GAO ; Lian DU ; Chunguang XIE
World Science and Technology-Modernization of Traditional Chinese Medicine 2023;25(9):2950-2958
Objective Exploring the effect of Tong luo tang tai(TLTT)on diabetic peripheral neuropathy(DPN)in GK rats with Wnt/β-The influence of the catenin signaling pathway.Methods Fifty GK rats were randomly divided into model group,TLTT high,medium,and low dose groups,and Western medicine group,with 10 rats in each group.Another 10 wistar rats were selected as the normal group.Except for the normal group,all other groups were fed with high fat to prepare DPN rat models.After 15 weeks,the DPN model was successfully prepared,and the rats in each group were treated by gavage.The high,medium,and low dose groups of TLTT were given traditional Chinese medicine TLTT 28 g·kg-1,14 g·kg-1,and 7 g·kg-1,respectively.The western medicine group was given metformin 100 mg·kg-1 and mecobalamin 0.2 mg·kg-1 by gavage.Rats in each group were administered once a day for 8 consecutive weeks.The general state,fasting blood sugar(FBS),thermal contraction latency(TWL),motor nerve conduction velocity(MNCV),and pathological changes in the sciatic nerve tissue were observed under transmission electron microscopy(Real time PCR)Western blot detection of wingless MMTV integration site family member 3A(Wnt3a)β Catenin(β-Catenin,Glycogen Synthesis Kinase-3β Glycogen synthesis kinase-3β,GSK-3β)MRNA and protein expression levels of antagonists(WNT inhibitor factor-1,Wif-1)on the Wnt signaling pathway.Results Compared with the normal group,the model group showed poorer general condition and significant pathological ultrastructural changes in the sciatic nerve.Its FBS level increased(P<0.01),TWL level decreased(P<0.01),and MNCV significantly slowed down(P<0.01).The model group had Wnt3a β-Catenin,GSK-3β MRNA and protein expression levels decreased(P<0.05),while Wif-1 mRNA and protein expression levels increased(P<0.01).After drug intervention,compared with the model group,the general condition and pathological ultrastructure of the sciatic nerve were improved in the TLTT high,medium,low,dose,and Western medicine groups,with a decrease in FBS levels(P<0.01)and an increase in TWL levels(P<0.05).The MNCV of each TLTT dose group and Western medicine group was significantly improved(P<0.01).The Wnt3amRNA of the TLTT high-dose group and Western medicine group was significantly increased(P<0.05),while the Wif-1mRNA of the TLTT high-dose group and Western medicine group was significantly reduced(P<0.05),There was a significant increase in Wnt3 protein in the high-dose and Western medicine groups of TLTT(P<0.01),as well as in the high-dose,medium,and low-dose TLTT and western medicine groups β-Catenin protein significantly increased(P<0.01,P<0.05),with high,medium,and low doses of TLTT and Western medicine group GSK-3β The protein significantly increased(P<0.01,P<0.05),while the Wif-1 protein significantly decreased(P<0.01,P<0.05)in the high and medium dose TTLTT and western medicine groups.Conclusion Tongluo Tangtai can alleviate sciatic nerve injury in DPN to a certain extent,and its mechanism may be related to the activation of Wnt/β,the catenin signaling pathway is involved.
5.Design and Implementation of Intelligent Operation Informatization of Medical Consumables Based on Operational Data Repository
Chunguang SUN ; Ming XU ; Lin JIANG
Journal of Medical Informatics 2023;44(12):89-94
Purpose/Significance In order to coordinate and promote the high-quality development of hospitals,medical consuma-bles refined supply processing distribution(SPD)based on operational data repository(ODR)is built.Through ODR,cross-depart-mental data collaboration is realized,and an intelligent operation management system for medical consumables is established.Method/Process Through informatization design and application scenario analysis,the intelligent operation management architecture and service mode of consumables are constructed with data governance as the starting point.Result/Conclusion The intelligent operation system of medical consumables based on ODR will consolidate the fine management results under the SPD mode,strengthen hospital risk control,and further improve the scientific and standardized level of hospital operation and management.
6.Modified posteromedial approach combined with anterolateral approach for treatment of posterior pilon fracture in supine position
Changjun GUO ; Xingchen LI ; Chonglin YANG ; Chunguang LI ; Xiangyang XU
Chinese Journal of Orthopaedic Trauma 2023;25(11):936-943
Objective:To investigate the clinical effects of the modified posteromedial approach combined with the anterolateral approach in the treatment of posterior pilon fractures in the supine position.Methods:A retrospective was conducted to analyze the clinical data of 54 patients [45 males and 9 females with an age of (47.7 ± 13.1) years] who had been treated surgically for posterior pilon fractures from January 2016 to December 2020 at Department of Orthopedics, Ruijin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine. The patients were divided into 2 groups according to their surgical positions: a supine group of 24 patients (the modified posteromedial approach combined with the anterolateral approach in the supine position) and a prone group of 30 patients (the posteromedial approach combined with the anterolateral approach in the prone position). The 2 groups were compared in terms of operation time, hospitalization time, radiographic outcomes (bone union time and ratio of congruent articular reduction), range of ankle motion, and postoperative complications. The post-operative function was evaluated using the Manchester Oxford Foot Questionnaire (MOXFQ) and the visual analogue scale (VAS).Results:There was no statistically significant difference between the 2 groups in the general clinical data before operation, showing comparability ( P>0.05). The mean follow-up time was (19.4 ± 4.4) months for the supine group and (17.8 ± 4.2) months for the prone group. The operation time, hospitalization time, bone union time, rate of fixation of syndesmosis and ratio of congruent articular reduction were (90.8 ± 9.9) min, (9.5 ± 2.4) d, (8.4 ± 1.4) weeks, 33.3% (8/24) and 95.8% (23/24) in the supine group, and (89.1 ± 10.8) min, (9.5 ± 2.5) d, (8.1 ± 1.4) weeks, 53.3% (16/30) and 96.6% (29/30) in the prone group, showing no significant differences (all P>0.05). At the last follow-up, the dorsiflexion and plantar flexion of the ankle, VAS, and MOXFQ scores for pain, walking and social capability were, respectively, 15.0° ± 2.1°, 26.1° ± 4.2°, (1.0 ± 0.5) points, 20.0(0, 30.0) points, (16.5 ± 13.2) points and 12.5(0, 18.8) points in the supine group, and 15.7° ± 1.6°, 27° ± 4.0°, (1.3 ± 0.7) points, 12.5(10.0, 30.0) points, (19.0 ± 11.5) points and 15.6(6.3, 25.0) points in the prone group, showing no significant differences ( P>0.05). The total incidence of complications was 8.3% (2/24) in the supine group and 3.3% (1/30) in the prone group, showing no significant difference either ( P>0.05). Conclusion:In the treatment of posterior pilon fractures, as the modified posteromedial approach combined with the anterolateral approach in the supine position is equivalent to the posteromedial and the posterolateral approaches in the prone position in terms of reduction quality, bone union time, functional outcomes and complications, it can be used as an alternative choice.
7.Clinical characteristics and risk factors of COVID-19 patients with chronic hepatitis B: a multi-center retrospective cohort study.
Jing WANG ; Zequn LU ; Meng JIN ; Ying WANG ; Kunming TIAN ; Jun XIAO ; Yimin CAI ; Yanan WANG ; Xu ZHANG ; Tao CHEN ; Zhi YAO ; Chunguang YANG ; Renli DENG ; Qiang ZHONG ; Xiongbo DENG ; Xin CHEN ; Xiang-Ping YANG ; Gonghong WEI ; Zhihua WANG ; Jianbo TIAN ; Xiao-Ping CHEN
Frontiers of Medicine 2022;16(1):111-125
The Coronavirus disease 2019 (COVID-19) has spread globally. Although mixed liver impairment has been reported in COVID-19 patients, the association of liver injury caused by specific subtype especially chronic hepatitis B (CHB) with COVID-19 has not been elucidated. In this multi-center, retrospective, and observational cohort study, 109 CHB and 327 non-CHB patients with COVID-19 were propensity score matched at an approximate ratio of 3:1 on the basis of age, sex, and comorbidities. Demographic characteristics, laboratory examinations, disease severity, and clinical outcomes were compared. Furthermore, univariable and multivariable logistic and Cox regression models were used to explore the risk factors for disease severity and mortality, respectively. A higher proportion of CHB patients (30 of 109 (27.52%)) developed into severe status than non-CHB patients (17 of 327 (5.20%)). In addition to previously reported liver impairment markers, such as alanine aminotransferase, aspartate aminotransferase, alkaline phosphatase, and total bilirubin, we identified several novel risk factors including elevated lactate dehydrogenase (⩾ 245 U/L, hazard ratio (HR) = 8.639, 95% confidence interval (CI) = 2.528-29.523; P < 0.001) and coagulation-related biomarker D-dimer (⩾ 0.5 µg/mL, HR = 4.321, 95% CI = 1.443-12.939; P = 0.009) and decreased albumin (< 35 g/L, HR = 0.131, 95% CI = 0.048-0.361; P < 0.001) and albumin/globulin ratio (< 1.5, HR = 0.123, 95% CI = 0.017-0.918; P = 0.041). In conclusion, COVID-19 patients with CHB were more likely to develop into severe illness and die. The risk factors that we identified may be helpful for early clinical surveillance of critical progression.
COVID-19
;
Cohort Studies
;
Hepatitis B, Chronic/epidemiology*
;
Humans
;
Retrospective Studies
;
Risk Factors
8.Analysis of occupational health input-output of a iron mine in Hebei province
Shuling YUE ; Chunguang ZHANG ; Senmei YUAN ; Peng WANG ; Xu ZHANG ; Linhui KAN ; Yihong GONG ; Shuyu XIAO ; Fuhai SHEN
Chinese Journal of Industrial Hygiene and Occupational Diseases 2021;39(1):20-24
Objective:To explore the relationship between input and output of occupational health funds, and to provide basis for relevant departments to make decisions.Methods:In September 2018, a state-owned iron ore in Hebei Province (mining history of more than 10 years, which can represent the general type of iron ore) was selected as the research object. Through the investigation and collection of enterprise general situation, occupational health input, loss and output related indicators, the iron mine occupational health expenditure input-output table and model were established, and the digital relationship between the investment and output was solved by MATLAB software.Results:The labor consumption in the departments of underground mining, open pit mining, crushing and rock discharging, transportation, tailings and mineral processing (taking labor wages as reference) were 756.46, 1.281.78, 987.61, 1 570.71, 50.956 and 18.9116 million yuan/year respectively. The output value of each sector is 11 207.19, 18 989.95, 15 176.40, 25 294.00, 7.704.94 and 280.1797 million yuan/year respectively. The ratio of health input to total output was 0.004 5, and the ratio of occupational health input to output was 1/0.046.Conclusion:The input-output table model of occupational health in iron mine can reflect the relationship between input and output of occupational health funds. The input situation of the coal mine is poor, and the input does not bring obvious occupational health benefits.
9.Analysis of occupational health input-output of a iron mine in Hebei province
Shuling YUE ; Chunguang ZHANG ; Senmei YUAN ; Peng WANG ; Xu ZHANG ; Linhui KAN ; Yihong GONG ; Shuyu XIAO ; Fuhai SHEN
Chinese Journal of Industrial Hygiene and Occupational Diseases 2021;39(1):20-24
Objective:To explore the relationship between input and output of occupational health funds, and to provide basis for relevant departments to make decisions.Methods:In September 2018, a state-owned iron ore in Hebei Province (mining history of more than 10 years, which can represent the general type of iron ore) was selected as the research object. Through the investigation and collection of enterprise general situation, occupational health input, loss and output related indicators, the iron mine occupational health expenditure input-output table and model were established, and the digital relationship between the investment and output was solved by MATLAB software.Results:The labor consumption in the departments of underground mining, open pit mining, crushing and rock discharging, transportation, tailings and mineral processing (taking labor wages as reference) were 756.46, 1.281.78, 987.61, 1 570.71, 50.956 and 18.9116 million yuan/year respectively. The output value of each sector is 11 207.19, 18 989.95, 15 176.40, 25 294.00, 7.704.94 and 280.1797 million yuan/year respectively. The ratio of health input to total output was 0.004 5, and the ratio of occupational health input to output was 1/0.046.Conclusion:The input-output table model of occupational health in iron mine can reflect the relationship between input and output of occupational health funds. The input situation of the coal mine is poor, and the input does not bring obvious occupational health benefits.
10.Short-term efficacy and predictive factors of BCG instillation in high risk non-muscle invasive bladder cancer
Peihang XU ; Xiaolin LU ; Yijun SHEN ; Chunguang MA ; Yiping ZHU ; Bo DAI ; Dingwei YE
Chinese Journal of Urology 2019;40(1):20-24
Objective To investigate the short-term efficacy,safety and factors affecting the efficacy of BCG intravesical therapy in high risk non-muscle-invasive bladder cancer (NMIBC) patients.Methods A total of 161 high-risk non-muscle invasive bladder cancer (NMIBC) patients were reviewed in our hospital from March 2014 to December 2017.They were all treated with BCG instillation after transurethral resection of bladder tumor (TURBT).There were 121 males (75.2%) and 40 females (24.8%).Median age was 65 years old,including 17 cases (10.6%) <50 years old,23 cases (14.3%) within 50-59 years old,72 cases (44.7%) within 60-69 years old,49 cases ≥70 years old (30.4%).There were 112 patients (69.6%) with primary bladder cancer and 49 (30.4%) patients with recurrent bladder cancer.56 cases (34.8%) had single tumor and 105 cases (65.2%) had multiple tumors.The tumors size in 106 cases (65.8%) was less than 3 cm,and tumor size in 55 cases (34.2%) was more than 3 cm.43 patients (26.7%) suffered carcinoma in situ.10 patients (6.2%) suffered urothelial carcinoma with variant types.According to the American Joint Commission for Cancer (AJCC) version 7 TNM staging system,25 cases (15.5%) were classified into Ta stage,129 cases (80.1%) were classified into T1 stage,and 7 cases (4.3%) were classified into Tis stage.There were 8 cases (5%) with low-grade cancer and 153 cases (95%) with high-grade cancer.69 patients (42.9%) received chemo-instillation before.43 cases were directly perfused without re-TURBT and 118 cases were perfused after re-TURBT.They were all treated with BCG instillation after transurethral resection of bladder tumor (TURBT).The 120 mg BCG were dissolved into 50 ml saline for instillation and were kept for 2 hours.Induction scheme of six-weekly and three fortnightly instillations started two weeks after the initial TUR or re-TUR.Maintenance instillations were then be offered in a scheme of ten monthly instillations.During treatment,patients were offered cystoscopy and cytology every three months,while CT and chest radiographs were reviewed every 6-12 months.Recurrence status and adverse effects were recorded.Univariate and multivariate regression analyses were performed to predict risk factors for failure of BCG instillation in bladder cancer.Results A total of 161 patients were followed up.The median follow-up time was 13 months,ranging 7-22 months.The overall recurrence rate was 26.1% (42/161) and the 1-year recurrence-free survival rate was 79.0%.On univariate analysis,recurrence history,history of instillation chemotherapy application and history of re-staging transurethral resection influenced recurrence.Multivariate regression analysis showed recurrence status was an independent prognostic factor regarding recurrence-free survival.The incidence of adverse events in all 161 instillation patients was 40.4% (26/65).Grade 1,grade 2 and grade 3 adverse events accounted for 53.8% (35/65),40.0% (26/65) and 6.2% (4/65) respectively.6 cases (3.7%) reduced the dose of BGC and 1 case stop the instillation due to the intolerance of BCG.Conclusion Short-term efficiency and safety were confirmed in BCG-treated high-risk NMIBC patients.And recurrence status was an independent prognostic factor for recurrence-free survival.

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