1.Prediction of suitable habitats of Phlebotomus chinensis in Gansu Province based on the Biomod2 ensemble model
Dawei YU ; Yandong HOU ; Aiwei HE ; Yu FENG ; Guobing YANG ; Chengming YANG ; Hong LIANG ; Hailiang ZHANG ; Fan LI
Chinese Journal of Schistosomiasis Control 2025;37(3):276-283
Objective To investigate the suitable habitats of Phlebotomus chinensis in Gansu Province, so as provide insights into effective management of mountain-type zoonotic visceral leishmaniasis (MT-ZVL). Methods The geographical coordinates of locations where MT-ZVL cases were reported were retrieved in Gansu Province from 2015 to 2023, and data pertaining to 26 environmental variables were captured, including 19 climatic variables (annual mean temperature, mean diurnal range, isothermality, temperature seasonality, maximum temperature of the warmest month, minimum temperature of the coldest month, temperature annual range, mean temperature of the wettest quarter, mean temperature of the driest quarter, mean temperature of the warmest quarter, mean temperature of the coldest quarter, annual precipitation, precipitation of the wettest month, precipitation of the driest month, precipitation seasonality, precipitation of the wettest quarter, precipitation of the driest quarter, precipitation of the warmest quarter, and precipitation of the coldest quarter), five geographical variables (elevation, annual normalized difference vegetation index, vegetation type, landform type and land use type), and two population and economic variables (population distribution and gross domestic product). Twelve species distribution models were built using the biomod2 package in R project, including surface range envelope (SRE) model, generalized linear model (GLM), generalized additive model (GAM), multivariate adaptive regression splines (MARS) model, generalized boosted model (GBM), classification tree analysis (CTA) model, flexible discriminant analysis (FDA) model, maximum entropy (MaxEnt) model, optimized maximum entropy (MAXNET) model, artificial neural network (ANN) model, random forest (RF) model, and extreme gradient boosting (XGBOOST) model. The performance of 12 models was evaluated using the area under the receiver operating characteristic curve (AUC), true skill statistics (TSS), and Kappa coefficient, and single models with high performance was selected to build the optimal ensemble models. Factors affecting the survival of Ph. chinensis were identified based on climatic, geographical, population and economic variables. In addition, the suitable distribution areas of Ph. chinensis were predicted in Gansu Province under shared socioeconomic pathway 126 (SSP126), SSP370 and SSP585 scenarios based on climatic data during the period from 1991 to 2020, from 2041 to 2060 (2050s), and from 2081 to 2100 (2090s) . Results A total of 11 species distribution models were successfully built for prediction of potential distribution areas of Ph. chinensis in Gansu Province, and the RF model had the highest predictive accuracy (AUC = 0.998). The ensemble model built based on the RF model, XGBOOST model, GLM, and MARS model had an increased predictive accuracy (AUC = 0.999) relative to single models. Among the 26 environmental factors, precipitation of the wettest quarter (12.00%), maximum temperature of the warmest month (11.58%), and annual normalized difference vegetation index (11.29%) had the greatest contributions to suitable habitats distribution of Ph. sinensis. Under the climatic conditions from 1991 to 2020, the potential suitable habitat area for Ph. chinensis in Gansu Province was approximately 5.80 × 104 km2, of which the highly suitable area was 1.42 × 104 km2, and primarily concentrated in the southernmost region of Gansu Province. By the 2050s, the unsuitable and lowly suitable areas for Ph. chinensis in Gansu Province had decreased by varying degrees compared to that of 1991 to 2020 period, while the moderately and highly suitable areas exhibited expansion and migration. By the 2090s, under the SSP126 scenario, the suitable habitat area for Ph. chinensis increased significantly, and under the SSP585 scenario, the highly suitable areas transformed into extremely suitable areas, also showing substantial growth. Future global warming is conducive to the survival and reproduction of Ph. chinensis. From the 2050s to the 2090s, the highly suitable areas for Ph. chinensis in Gansu Province will be projected to expand northward. Under the SSP126 scenario, the suitable habitat area for Ph. chinensis in Gansu Province is expected to increase by 194.75% and 204.79% in the 2050s and 2090s, respectively, compared to that of the 1991 to 2020 period. Under the SSP370 scenario, the moderately and highly suitable areas will be projected to increase by 164.40% and 209.03% in the 2050s and 2090s, respectively, while under the SSP585 scenario, they are expected to increase by 195.98% and 211.66%, respectively. Conclusions The distribution of potential suitable habitats of Ph. sinensis gradually shifts with climatic changes. Intensified surveillance and management of Ph. sinensis is recommended in central and eastern parts of Gansu Province to support early warning of MT-ZVL.
2.Effect of DRG Reform and Its Impact on Different Hospital Departments
Zhenyu SHI ; Feng LU ; Ping HE ; Dawei ZHU
Medical Journal of Peking Union Medical College Hospital 2024;15(5):1038-1044
To analyze the effect of diagnosis related group(DRG) reform in 2022 and its impact on patients in different departments, and create a policy environment that promotes the implementation of DRG. The data of this study were collected from the database of discharge records of secondary and tertiary hospitals in Beijing, including 1 603 989 discharge records of urban employee medical insurance inpatients. This study constructed a difference in difference model and used the event study method to test the parallel trend assumption. Firstly, the hospital-month level aggregated data was used to analyze the effects of DRG reform on inpatient cost per admission, average length of stay, proportion of patients with 30-day read-mission, proportion of patients with 60-day readmission and the proportion of patients admitted through outpatients. Then, the aggregated monthly data of the departments of internal medicine, surgery, obstetrics and gynecology and oncology were used to further analyze the influence of DRG reform on the utilization of inpatient services in different departments. DRG reform reduced the inpatient cost per admission by about 9.79% and the length of stay per admission by about 5.35%, but had no significant effect on readmission risk and the proportion of patients admitted through outpatients. It reduced the inpatient cost per admission in the departments of internal medicine, surgery and obstetrics and gynecology, and reduced the length of stay per admission of inpatients in the departments of internal medicine and surgery. However, the reform had no significant effect on the readmission risk and the proportion of patients admitted through outpatients for all the four departments. The DRG reform in Beijing reduced the inpatient cost per admission, but it is necessary to regularly monitor the medical behavior and pay more attention to the role of other payment methods in making up for the deficiencies of DRG. The impact of DRG reform on different departments is varied, so appropriate supportive policies should be formulated to secure the beneficial development of DRG reform.
3.Spatiotemporal clustering and hot spot analysis of visceral leishmaniasis in Gansu Province from 1993 to 2023
Dawei YU ; Aiwei HE ; Yu FENG ; Guobing YANG ; Chengming YANG ; Fan LI
Chinese Journal of Schistosomiasis Control 2024;36(4):334-338
Objective To investigate the spatiotemporal clustering characteristics of the reported incidence of visceral leishmaniasis (VL) in Gansu Province from 1993 to 2023, so as to provide insights into the containment of VL and prevention of VL recurrence. Methods County (district)-level epidemical data of VL in Gansu Province from 1993 to 2023 were collected, and the geographical information database of reported VL incidence in Gansu Province was created according to the county-level administrative code and electronic maps in Gansu Province. In addition, the spatial autocorrelation analysis and hot spot analysis of the reported VL incidence were performed in Gansu Province using the software ArcGIS 10.8. Results A total of 2 597 VL cases were reported in Gansu Province from 1993 to 2023, with an annual average incidence rate of 3.036/105. Spatial autocorrelation analysis showed spatial clustering of the reported VL incidence in Gansu Province (Moran’s I = 0.605, Z = 5.240, P < 0.001), appearing high-high clustering features (Getis-Ord G = 0.080, Z = 4.137, P < 0.001), and high-high clustering of the reported incidence of VL was identified in Diebu County, Tanchang County, Zhouqu County and Wenxian County. Hot spot analysis showed hot-spot areas of the reported VL incidence in Tanchang County, Zhouqu County, Wudu District and Wenxian County along the Bailong River basins and cold-spot areas in Qin’an County and Gangu County. Conclusions There was spatial clustering and hot spots of the reported VL incidence in Gansu Province from 1993 to 2023. Intensified surveillance and control is required to prevent the spread of VL.
4.Progress in diagnosis and treatment of primary prostatic signet ring cell carcinoma
Hao WANG ; Dawei XIE ; Siqi WANG ; Xin LI ; Pushen YANG ; Weifeng HE ; Jianwen WANG
Chinese Journal of Urology 2024;45(8):641-644
Primary prostate signet ring cell carcinoma (PPSRCC) is one of the extremely rare malignant tumors in the male urogenital system, and its diagnosis mainly relies on pathological and immunohistochemical examination. Compared with typical prostate cancer, PPSRCC is characterized by more aggressive with less treatment response and poor prognosis. Current researches on the pathogenesis, clinical manifestations, pathological characteristics, diagnosis, treatment and prognosis of PPSRCC were reviewed.
5.Daily maintenance management and repair case analysis of cooling system of superconducting magnetic resonance
Lixia CHEN ; Yali WU ; Jincheng ZHANG ; Dawei HE
China Medical Equipment 2024;21(10):202-205
Cooling system of low temperature is a key component of superconducting magnetic resonance equipment in maintaining the superconducting state.This paper investigated the contents and methods of routine and systematic maintenance of superconducting magnetic resonance equipment through analyzed the principle of structure and composition of cryogenic refrigeration system,and ordered the work flow of water refrigeration and helium refrigeration.In view of the phenomenon of cold head fault,water circulation fault and helium circulation fault in the operation of cryogenic refrigeration system,this paper analyzed,troubleshot and dealt the fault causes,and investigated the maintenance path on the perspective from structure to function,which effectively solved the occurred faults in the operation of equipment.Managers of superconducting magnetic resonance equipment should strengthen the accumulation for theoretical knowledge of cryogenic refrigeration systems,and summarize management experience of daily maintenance,and improve capabilities of analyzing and processing fault,and provide technical support for operation quality and security guarantee of equipment.
6.Evaluation of ICUs and weight of quality control indicators: an exploratory study based on Chinese ICU quality data from 2015 to 2020.
Longxiang SU ; Xudong MA ; Sifa GAO ; Zhi YIN ; Yujie CHEN ; Wenhu WANG ; Huaiwu HE ; Wei DU ; Yaoda HU ; Dandan MA ; Feng ZHANG ; Wen ZHU ; Xiaoyang MENG ; Guoqiang SUN ; Lian MA ; Huizhen JIANG ; Guangliang SHAN ; Dawei LIU ; Xiang ZHOU
Frontiers of Medicine 2023;17(4):675-684
This study aimed to explore key quality control factors that affected the prognosis of intensive care unit (ICU) patients in Chinese mainland over six years (2015-2020). The data for this study were from 31 provincial and municipal hospitals (3425 hospital ICUs) and included 2 110 685 ICU patients, for a total of 27 607 376 ICU hospitalization days. We found that 15 initially established quality control indicators were good predictors of patient prognosis, including percentage of ICU patients out of all inpatients (%), percentage of ICU bed occupancy of total inpatient bed occupancy (%), percentage of all ICU inpatients with an APACHE II score ⩾15 (%), three-hour (surviving sepsis campaign) SSC bundle compliance (%), six-hour SSC bundle compliance (%), rate of microbe detection before antibiotics (%), percentage of drug deep venous thrombosis (DVT) prophylaxis (%), percentage of unplanned endotracheal extubations (%), percentage of patients reintubated within 48 hours (%), unplanned transfers to the ICU (%), 48-h ICU readmission rate (%), ventilator associated pneumonia (VAP) (per 1000 ventilator days), catheter related blood stream infection (CRBSI) (per 1000 catheter days), catheter-associated urinary tract infections (CAUTI) (per 1000 catheter days), in-hospital mortality (%). When exploratory factor analysis was applied, the 15 indicators were divided into 6 core elements that varied in weight regarding quality evaluation: nosocomial infection management (21.35%), compliance with the Surviving Sepsis Campaign guidelines (17.97%), ICU resources (17.46%), airway management (15.53%), prevention of deep-vein thrombosis (14.07%), and severity of patient condition (13.61%). Based on the different weights of the core elements associated with the 15 indicators, we developed an integrated quality scoring system defined as F score=21.35%xnosocomial infection management + 17.97%xcompliance with SSC guidelines + 17.46%×ICU resources + 15.53%×airway management + 14.07%×DVT prevention + 13.61%×severity of patient condition. This evidence-based quality scoring system will help in assessing the key elements of quality management and establish a foundation for further optimization of the quality control indicator system.
Humans
;
China/epidemiology*
;
Cross Infection/epidemiology*
;
Intensive Care Units/statistics & numerical data*
;
Quality Control
;
Quality Indicators, Health Care/statistics & numerical data*
;
Sepsis/therapy*
;
East Asian People/statistics & numerical data*
7.Comparison of diagnostic performance of Clear Cell Likelihood Score v1.0 and v2.0 for clear renal cell carcinoma.
Yuwei HAO ; Sheng GAO ; Xiaoyue ZHANG ; Mengqiu CUI ; Xiaohui DING ; He WANG ; Dawei YANG ; Huiyi YE ; Haiyi WANG
Journal of Southern Medical University 2023;43(5):800-806
OBJECTIVE:
To compare the performance of Clear Cell Likelihood Score (ccLS) v1.0 and v2.0 in diagnosing clear cell renal cell carcinoma (ccRCC) from small renal masses (SRM).
METHODS:
We retrospectively analyzed the clinical data and MR images of patients with pathologically confirmed solid SRM from the First Medical Center of the Chinese PLA General Hospital between January 1, 2018, and December 31, 2021, and from Beijing Friendship Hospital of Capital Medical University and Peking University First Hospital between January 1, 2019 and May 17, 2021. Six abdominal radiologists were trained for use of the ccLS algorithm and scored independently using ccLS v1.0 and ccLS v2.0. Random- effects logistic regression modeling was used to generate plot receiver operating characteristic curves (ROC) to evaluate the diagnostic performance of ccLS v1.0 and ccLS v2.0 for ccRCC, and the area under curve (AUC) of these two scoring systems were compared using the DeLong's test. Weighted Kappa test was used to evaluate the interobserver agreement of the ccLS score, and differences in the weighted Kappa coefficients was compared using the Gwet consistency coefficient.
RESULTS:
In total, 691 patients (491 males, 200 females; mean age, 54 ± 12 years) with 700 renal masses were included in this study. The pooled accuracy, sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV) of ccLS v1.0 for diagnosing ccRCC were 77.1%, 76.8%, 77.7%, 90.2%, and 55.7%, as compared with 80.9%, 79.3%, 85.1%, 93.4%, 60.6% with ccLS v2.0, respectively. The AUC of ccLS v2.0 was significantly higher than that of ccLS v1.0 for diagnosis of ccRCC (0.897 vs 0.859; P < 0.01). The interobserver agreement did not differ significantly between ccLS v1.0 and ccLS v2.0 (0.56 vs 0.60; P > 0.05).
CONCLUSION
ccLS v2.0 has better performance for diagnosing ccRCC than ccLS v1.0 and can be considered for use to assist radiologists with their routine diagnostic tasks.
Female
;
Male
;
Humans
;
Adult
;
Middle Aged
;
Aged
;
Carcinoma, Renal Cell/diagnosis*
;
Retrospective Studies
;
Kidney
;
Carcinoma
;
Kidney Neoplasms/diagnosis*
8.Preliminary study on HUVEC permeability changes in FNAIT induced by CD36 antibody
Yingyi TANG ; Dawei CHEN ; Wenjie XIA ; Xiuzhang XU ; Xin YE ; Bo HE
Chinese Journal of Blood Transfusion 2023;36(9):766-770
【Objective】 To explore the pathogenesis of fetal edema caused by CD36 antibody in fetal/neonatal alloimmune thrombocytopenia (FNAIT), and to provide reference for clinical prevention and treatment. 【Methods】 The established CD36 monoclonal antibody was incubated with human peripheral blood mononuclear cells (PBMC), and the concentrations of cytokines (TNF-α and IL-1β) in the supernatant of cell culture were detected by ELISA. The permeability of endothelial cells were investigated by detecting the fluorescence intensity of FITC-albumin by incubating cytokine-rich cell supernatant with human umbilical vein endothelial cells (HUVEC). 【Results】 Flow cytometry showed that CD36 monoclonal antibody could bind to human monocytes. Compared with isotype IgG control, increased cytokine TNF-α (pg/mL) (407.73±20.40 vs 29.38 ±4.72, P<0.05) and IL-1β (pg/mL) (247.14±83.59 vs 53.68±26.96, P<0.05) were detected in the supernatant of cell culture after incubation of CD36 monoclonal antibody with human PBMC. Detection of fluorescence intensity of FITC-albumin in transwell cultured HUVEC showed that cytokine-rich cell supernatant derived from CD36 monoclonal antibody incubated with human PBMC can increase the permeability of endothelial cells significantly (CD36 antibody vs isotype IgG, MFI value: 492±16 vs 320±11, P<0.05). 【Conclusion】 The effect of CD36 monoclonal antibody on PBMC can increase HUVEC permeability, which may be one of the pathogenesis of fetal edema with FNAIT.
9.Clinical characteristics and risk factors of renal function deterioration in children with renal dysplasia complicated with chronic kidney disease
Xuan WANG ; Qingtao ZHONG ; Li ZHANG ; Xin HE ; Deying ZHANG ; Yunfeng HE ; Xing LIU ; Dawei HE ; Tao LIN ; Xuliang LI ; Guanghui WEI
Journal of Modern Urology 2023;28(4):297-301
【Objective】 To explore the clinical characteristics and risk factors of renal function deterioration in children with renal dysplasia and chronic kidney disease (CKD), so as to provide a basis for the diagnosis, treatment, and management. 【Methods】 The clinical data of children with renal dysplasia complicated with CKD treated in the Children’s Hospital of Chongqing Medical University during 2012 and 2022 were retrospectively analyzed, including the gender, age of diagnosis, growth index, concomitant malformation and complications. According to the diagnostic criteria and staging standard of KDIGO2020 guidelines, patients with disease deteriorated to CKD stage 4-5 were enrolled into the regression group. Factors affecting the deterioration of renal function were determined with Cox regression analysis. 【Results】 A total of 122 children were involved, including 66 (54.1%) with CKD stag 4-5. There were more boys than girls. Bilateral and unilateral renal dysplasia occurred in 88 (72.13%) and 34 (27.87%) cases, respectively, and 64 (52.46%) cases were complicated with other urinary diseases. There were significant differences in weight, height and body mass index (BMI) among patients with CKD stage 1-5 (P<0.01). The age of onset of CKD <10 years, BMI lower than the 3rd percentile of the same sex and age, bilateral renal dysplasia, and one or more complications of congenital renal and urinary tract abnormalities (CAKUT) were the risk factors of deterioration of renal function (P<0.05). 【Conclusion】 Renal dysplasia complicated with CKD are more common in boys, with high incidence of bilateral renal dysplasia. Bilateral renal dysplasia, age of onset of CKD <10 years, BMI lower than 3% and complications are important influencing factors of renal dysplasia in children with CKD.
10.Effect of right stellate ganglion block-serratus anterior plane block combined with general anesthesia in thoracoscopic radical resection of lung cancer
Zhengguang HE ; Xi CHEN ; Xia XU ; Dawei LIU ; Chenxu SUN ; Fang DENG ; Biao FENG ; Zhihua SUN
Journal of Chinese Physician 2023;25(3):393-396
Objective:To investigate the effect of right stellate ganglion block (RSGB)-serratus anterior plane block (SAPB) combined with general anesthesia in thoracoscopic radical resection of lung cancer.Methods:A total of 90 patients who planned to undergo thoracoscopic radical resection of lung cancer in Xiangya Changde Hospital from March 2020 to September 2021 were prospectively selected and divided into 3 groups by random number table method: general anesthesia group (G group), (SAPB)+ general anesthesia group (SG group), RSGB+ SAPB+ general anesthesia group (RSG group), 30 cases in each group. The SG group received SAPB on the operative side before general anesthesia, and the RSG group received RSGB+ SAPB on the operative side before general anesthesia. After the blocking effect was determined, all patients were given general anesthesia in the same scheme according to their weight, and patients were given patient-controlled intravenous analgesia (PCIA) after surgery. The mean arterial pressure (MAP) and heart rate (HR) were recorded before anesthesia (T 0), before intubation (T 1), 1 min after intubation (T 2), 5 min after intubation (T 3), at extubation (T 4) and 5 min after extubation (T 5). The intraoperative dosage of remifentanil, incidence of nausea and vomiting (PONV) within 24 hours after surgery, number of additional PCIA within 24 hours, the Visual Analogue Scale (VAS) of static and dynamic pain, the Bruggrmann Comfort Scale (BCS) and Richard Campbell Sleep Questionnaire (RSCQ) 24 hours after surgery were recorded. Results:Compared with T 0, the MAP and HR in 3 groups were increased 1 min after intubation (T 2) and at extubation (T 4), but the increases in RSG group were significantly less than those in G and SG groups (all P<0.05). The remifentanil dosage, PONV incidence and PCIA supplemental times in SG and RSG groups were less than those in G group, and the BCS score and RSCQ score were higher than those in G group (all P<0.05); the BCS score and RSCQ score in RSG group were higher than those in SG group (all P<0.05). Conclusions:RSGB+ SAPB combined with general anesthesia in thoracoscopic radical resection of lung cancer has little circulation fluctuation, good postoperative analgesia effect, less adverse reactions and high comfort level.

Result Analysis
Print
Save
E-mail