1.Evaluation of the correlation between diabetic retinopathy and diabetic ne-phropathy by emission computed tomography and clinical testing data via convolutional neural network
Juan TANG ; Qinghua LI ; Xiuying DENG ; Ting LU ; Guoqiang TANG ; Zhiwu LIN ; Xingde LIU ; Xiaoli WU ; Qilin FANG ; Ying LI ; Xiao WANG ; Yan ZHOU ; Biao LI ; Chuanqiang DAI ; Tao LI
Recent Advances in Ophthalmology 2024;44(2):127-132
Objective To evaluate the relationship between diabetic nephropathy(DN)and diabetic retinopathy(DR)in patients with type 2 diabetes mellitus(T2DM)based on imaging and clinical testing data.Methods Totally 600 T2DM patients who visited the First People's Hospital of Ziyang from March 2021 to December 2022 were included.The fundus photography and fundus fluorescein angiography were performed on all these patients and their age,gender,T2DM duration,cardiovascular diseases,cerebrovascular disease,hypertension,smoking history,drinking history,body mass in-dex,systolic blood pressure,diastolic blood pressure and other clinical data were collected.The levels of fasting blood glu-cose(FPG),triglyceride(TG),total cholesterol(TC),high-density lipoprotein cholesterol(HDL-C),low-density lipo-protein cholesterol(LDL-C),glycosylated hemoglobin(HbA1c),24 h urinary albumin(UAlb),urinary albumin to creati-nine ratio(ACR),serum creatinine(Scr)and blood urea nitrogen(BUN)were measured.Logistic regression was used to analyze the risk factors associated with DR.DR staging was performed according to fundus images,and the convolutional neural network(CNN)algorithm was used as an image analysis method to explore the correlation between DR and DN based on emission computed tomography(ECT)and clinical testing data.Results The average lesion area rates of DR and DN detected by the CNN in the non-DR,mild-non-proliferative DR(NPDR),moderate-NPDR,severe-NPDR and pro-liferative DR(PDR)groups were higher than those obtained by the traditional algorithm(TCM).As DR worsened,the Scr,BUN,24 h UAlb and ACR gradually increased.Besides,the incidence of DN in the non-DR,mild-NPDR,moderate-NPDR,severe-NPDR and PDR groups was 1.67%,8.83%,16.16%,22.16%and 30.83%,respectively.Logistic regression analysis showed that the duration of T2DM,smoking history,HbA1c,TC,TG,HDL-C,LDL-C,24 h UAlb,Scr,BUN,ACR and glomerular filtration rate(GFR)were independent risk factors for DR.Renal dynamic ECT analysis demonstrated that with the aggravation of DR,renal blood flow perfusion gradually decreased,resulting in diminished renal filtration.Conclusion The application of CCN in the early stage DR and DN image analysis of T2DM patients will improve the diag-nosis accuracy of DR and DN lesion area.The DN is worsening as the aggravation of DR.
2.Ionizing radiation damage:mechanisms of action and drug strategies
Qinghua YU ; Zhen LI ; Tingkun ZHAO ; Zixia TANG ; Mei LV ; Litao WANG
Military Medical Sciences 2024;48(11):863-868
With wide applications of radiation therapy in the treatment of cancer and other diseases and amid the in-creasing concerns about global nuclear safety,the research and development of drugs against radiation damage has become a hot spot.Thanks to its high energy properties,ionizing radiation can not only directly damage cell DNA through targeted effects,but also indirectly affect the cell environment through non-targeted effects,leading to cell dysfunction and even death.In this paper,the mechanism of ionizing radiation damage was analyzed,and the mechanisms of action and clinical applications of four types of anti-radiation drugs,namely,antioxidant,apoptosis inhibitor,cytokine and natural radiation protection agent were discussed.These drugs have huge implications for alleviating the targeted and non-targeted effects caused by ionizing radiation.
3.Study on the Prediction of Incidence of Hemorrhagic Fever with Renal Syndrome Based on the SARIMA-LSTM Model
Shishi TANG ; Yuxuan LI ; Shengsheng TANG ; Qinghua LIU ; Yi ZHOU
Journal of Medical Informatics 2024;45(8):71-77
Purpose/Significance To investigate the application of cutting-edge technologies in predicting the incidence of hemor-rhagic fever with renal syndrome(HFRS),to compile and integrate various time-series analysis methods,evaluate and select the opti-mal model.Method/Process By utilizing national HFRS incidence data from 2004 to 2020,the effectiveness of models is predicted based on statistical methods:SARIMA,STL-ARIMA and TBATS,neural network approaches:NNAR,LSTM and combined models of SARIMA-LSTM with 3 different weighting schemes.The performance of these models is comprehensively assessed using RMSE,MAE and MAPE.Result/Conclusion The SARIMA and LSTM models are identified as the superior individual models.The combined SARI-MA-LSTM model demonstrates enhanced performance compared to individual models.The SARIMA-LSTM model optimized using the reciprocal of error method is deemed the optimal model.The optimal model is expected to provide technical support and references for the early warning system model design of HFRS.
4.Successfully diagnosed and treated of 2 peritoneal dialysis patients with cholangiolithiasis: a case report and literature review
Lei WU ; Jiandong NIE ; Qinghua SUN ; Chunying SHI ; Wen TANG
Clinical Medicine of China 2024;40(3):212-215
Objective:To summarize the successful diagnosis and treatment experience of two patients with peritoneal dialysis complicated with cholangiolithiasis and cholangitis who received endoscopic retrograde cholangiopancreatography (ERCP).Methods:A retrospective analysis was conducted on the clinical data of two patients with peritoneal dialysis combined with bile duct stones at Peking University Third Hospital who underwent ERCP combined with endoscopic sphincterotomy and were successfully transferred out of the hospital. Observe successful removal of bile duct stones and adverse events related to surgery, such as pancreatitis, summarize experience, and conduct literature review.Result:The overall success rate of stone removal in 2 patients was 100%, and they recovered well after treatment without severe postoperative bleeding. One patient developed postoperative pancreatitis and secondary peritonitis after ECRP, and active anti infection treatment did not affect peritoneal function. Regular peritoneal dialysis was maintained during the perioperative period, and postoperative close follow-up and flexible adjustment of peritoneal dialysis dose and concentration were carried out to ensure a smooth transition of patients to regular and stable peritoneal dialysis.Conclusion:ERCP is a feasible treatment for PD patients combined with choledocholithiasis, and can be well tolerated by them. The treatment of peritoneal dialysis patients requires long-term follow-up and management, and multidisciplinary cooperation is required when acute complications occur.
5.Statistical analysis of disability-adjusted life years for stomach and colorectal cancers in Changning District of Shanghai
Jing WU ; Lei ZHANG ; Yu JIANG ; Dandan TANG ; Yuxuan XIAO ; Yun ZHANG ; Honglan LI ; Wensui ZHAO ; Qinghua XIA ; Yongbing XIANG
Chinese Journal of Oncology 2024;46(2):168-176
Objectives:To analyze the status and temporal changes of disability-adjusted life year (DALY) for stomach and colorectal cancers among registered permanent residents in Changning District of Shanghai Municipality, and provide scientific basis for the prevention and treatment of stomach and colorectal cancers in this district.Methods:Using the cancer registration data of stomach and colorectal cancers from 2002 to 2019, we estimated the indices such as the DALYs, the DALY crude rates, the age-standardized DALY rates, etc. Then we used the Joinpoint regression model to calculate the average annual percent change (AAPC) and annual percent change (APC) to explore the temporal variations in different periods.Results:The DALYs of stomach and colorectal cancers in Changning District from 2002 to 2019 were 55 931 person years and 65 252 person years, respectively. The crude rates of DALY were 512.16/10 5 and 597.51/10 5, respectively. We observed a higher disease burden in men than in women, and the peak rate of DALY in stomach cancer was in the 75-79 years age group, while in colorectal cancer the rate was in the 85-years-or-older age group. Joinpoint regression analysis showed that from 2002 to 2019, the age-standardized DALY rate of stomach cancer showed a downward trend (AAPC=-3.86%, P<0.05), while the trend of colorectal cancer was not statistically significant(AAPC=-0.08%, P>0.05). However, the trends in the age-standardized DALY rates of colorectal cancer were different between males and females, with males showing an upward trend (AAPC=1.24%, P<0.05) and females showing a downward trend (AAPC=-1.67%, P<0.05). Conclusions:The DALY of stomach and colorectal cancers in Changning District of Shanghai showed a decreasing trend. Males and the middle-aged and elderly populations are still the key targets for disease prevention and control in this district.
6.Evolving landscape of treatments targeting the microenvironment of liver metastases in non-small cell lung cancer
Lingling ZHU ; Xianzhe YU ; Xiaojun TANG ; Chenggong HU ; Lei WU ; Yanyang LIU ; Qinghua ZHOU
Chinese Medical Journal 2024;137(9):1019-1032
Liver metastases (LMs) are common in lung cancer. Despite substantial advances in diagnosis and treatment, the survival rate of patients with LM remains low as the immune-suppressive microenvironment of the liver allows tumor cells to evade the immune system. The impact of LMs on the outcomes of immune checkpoint inhibitors in patients with solid tumors has been the main focus of recent translational and clinical research. Growing evidence indicates that the hepatic microenvironment delivers paracrine and autocrine signals from non-parenchymal and parenchymal cells. Overall, these microenvironments create pre- and post-metastatic conditions for the progression of LMs. Herein, we reviewed the epidemiology, physiology, pathology and immunology, of LMs associated with non-small cell lung cancer and the role and potential targets of the liver microenvironment in LM in each phase of metastasis. Additionally, we reviewed the current treatment strategies and challenges that should be overcome in preclinical and clinical investigations. These approaches target liver elements as the basis for future clinical trials, including combinatorial interventions reported to resolve hepatic immune suppression, such as immunotherapy plus chemotherapy, immunotherapy plus radiotherapy, immunotherapy plus anti-angiogenesis therapy, and surgical resection.
7.Statistical analysis of disability-adjusted life years for stomach and colorectal cancers in Changning District of Shanghai
Jing WU ; Lei ZHANG ; Yu JIANG ; Dandan TANG ; Yuxuan XIAO ; Yun ZHANG ; Honglan LI ; Wensui ZHAO ; Qinghua XIA ; Yongbing XIANG
Chinese Journal of Oncology 2024;46(2):168-176
Objectives:To analyze the status and temporal changes of disability-adjusted life year (DALY) for stomach and colorectal cancers among registered permanent residents in Changning District of Shanghai Municipality, and provide scientific basis for the prevention and treatment of stomach and colorectal cancers in this district.Methods:Using the cancer registration data of stomach and colorectal cancers from 2002 to 2019, we estimated the indices such as the DALYs, the DALY crude rates, the age-standardized DALY rates, etc. Then we used the Joinpoint regression model to calculate the average annual percent change (AAPC) and annual percent change (APC) to explore the temporal variations in different periods.Results:The DALYs of stomach and colorectal cancers in Changning District from 2002 to 2019 were 55 931 person years and 65 252 person years, respectively. The crude rates of DALY were 512.16/10 5 and 597.51/10 5, respectively. We observed a higher disease burden in men than in women, and the peak rate of DALY in stomach cancer was in the 75-79 years age group, while in colorectal cancer the rate was in the 85-years-or-older age group. Joinpoint regression analysis showed that from 2002 to 2019, the age-standardized DALY rate of stomach cancer showed a downward trend (AAPC=-3.86%, P<0.05), while the trend of colorectal cancer was not statistically significant(AAPC=-0.08%, P>0.05). However, the trends in the age-standardized DALY rates of colorectal cancer were different between males and females, with males showing an upward trend (AAPC=1.24%, P<0.05) and females showing a downward trend (AAPC=-1.67%, P<0.05). Conclusions:The DALY of stomach and colorectal cancers in Changning District of Shanghai showed a decreasing trend. Males and the middle-aged and elderly populations are still the key targets for disease prevention and control in this district.
8.Evaluation of medical and health resource allocation efficiency in tertiary hospitals of Suzhou
Xiao WANG ; Gang DONG ; Yihe HU ; Xiaohong ZHU ; Qinghua WANG ; Jingyun TANG
Modern Hospital 2024;24(8):1156-1160,1163
Objective To analyze the allocation efficiency of medical and health resources in 26 tertiary hospitals in Suzhou from 2017 to 2022 and perform quantitative analysis in order to provide suggestions for relevant departments to rationally coordinate the health resources allocation,regional health planning and hospital management.Methods The number of health technicians,the number of beds in health institutions and the total health expenditure were selected as input indicators,while the number of diagnostic and treatment visits and the number of discharged patients were selected as output indicators.The efficiency was measured by the SBM(Slack-Based Measure)model and the SBM window model respectively.Results Influenced by public health emergencies,the allocation efficiency of medical resources in tertiary hospitals in Suzhou city decreased first and then started to increase Under the two models,the average efficiency scores of 26 hospitals were 0.687 and 0.707,respectively.Notably,under the SBM window model,19 hospitals(73%)achieved efficiency scores near or above the average.Conclusion The two models present a conclusion that the overall efficiency of the tertiary hospitals in Suzhou is generally effective.To further enhance the allo-cation and utilization of medical resources,it is suggested that a comprehensive consideration of health needs guide the planning of medical resource distribution.Leveraging information technology to innovate medical service models,and strengthening internal de-velopment and management practices are essential strategies for promoting high-quality development in tertiary hospitals.
9.Comparison of rat models of pulmonary fibrosis induced by one or two intratracheal bleomycin instillations
Huimeng TANG ; Qinghua SONG ; Yunyun XIE ; Xin SUN ; Fan YANG ; Shuguang YANG ; Yange TIAN
Acta Laboratorium Animalis Scientia Sinica 2024;32(9):1139-1148
Objective A rat model of pulmonary fibrosis was constructed using a single or two intratracheal drops of bleomycin(BLM)and the modeling rate and stability of the two modeling modalities were compared.Methods A total of 150 specific pathogen-free SD rats were divided randomly into blank control(control),single intratracheal drop of bleomycin(BLM-S),and two intratracheal drops of bleomycin(BLM-M)groups.Rats in the BLM-S group received a single dose of 3 mg/kg BLM by noninvasive intratracheal instillation,and rats in BLM-M group received 3 mg/kg BLM on day 1 and BLM 2 mg/kg on day 14.Rats in the control group were given intratracheal instillation of 0.9%sodium chloride(1 mL/kg).The rats were euthanized on days 28,42,56,and 84 after modelling,respectively.Deep inspiratory capacity(IC),vital capacity(VC),static lung compliance(Cchord),and dynamic lung complication(Cdyn)were measured in all rats.Pathological changes in lung tissue were observed,and the extent of alveolitis and fibrosis was graded.Collagen-Ⅲ(COL-Ⅲ)expression in rat lung tissue was detected by immunohistochemistry.Results(1)The survival rates in the control,BLM-S,and BLM-M groups were 100%,80%,and 66%,respectively.Rats in the BLM-S and BLM-M groups had significantly lower body weights on days 14~42 compared with the control group(P<0.05,P<0.01),and rats in the BLM-M group had significantly lower body weight on days 28~42 than rats in the control and BLM-S groups(P<0.05,P<0.01).(2)Regarding lung function,IC,VC,Cchord,and Cdyn were all markedly decreased in the BLM-S group compared with the control group(P<0.05,P<0.01)and IC,VC,and Cchord were significantly decreased in the BLM-M group(P<0.05,P<0.01)on day 28.IC,VC,and Cchord were significantly decreased in rats in the BLM-S group on day 42(P<0.05,P<0.01),and were also significantly decreased in rats in the BLM-M group on days 42~84(P<0.05,P<0.01).(3)In terms of lung pathology,inflammatory infiltration and fibrous cords appeared in the BLM-S group from days 28~84 and then gradually decreased(P<0.05,P<0.01),while fibrosis and alveolitis were relatively stable in the BLM-M group(P<0.05,P<0.01).(4)COL-Ⅲ expression levels in lung tissue were significantly higher in rats in the BLM-S and BLM-M groups compared with the control group(P<0.05,P<0.01),and the COL-Ⅲ content in the BLM-S group was significantly lower at 42~84 days than at 28 days(P<0.05).Conclusions Both method are capable of effectively creating pulmonary fibrosis models.The single-dose approach is straightforward,has a lower death rate,and the degree of fibrosis is clearly visible by day 28,but progressively recovers after 42 days.In contrast,the two-dose instillation model has a greater success rate and better stability,with over half the rats still exhibiting visible fibrosis on day 84.
10.Comparison of pulmonary fibrosis rat models induced by different dosed of bleomycin
Qinghua SONG ; Huimeng TANG ; Xin SUN ; Yang LIU ; Yunyun XIE ; Yange TIAN
Chinese Journal of Comparative Medicine 2024;34(10):28-37
Objective To compare the success rate and stability of rat pulmonary fibrosis(PF)models induced by intratracheal instillation of different doses of bleomycin(BLM).Methods One hundred and fifty Sprague Dawley rats were divided randomly into control,low-dose BLM 3 mg/kg(BL-L),and high-dose BLM 5 mg/kg(BL-H)groups.General status,mortality,and weight changes were observed,and the lung inspiratory capacity(IC),vital capacity(VC),chord compliance(Cchord),and dynamic compliance(Cdyn)were detected on days 28,42,56,and 84.Lung coefficients were recorded and pathological changes in lung tissue were observed by hematoxylin and eosin and Masson staining.The lung hydroxyproline(HYP)content was detected and collagen type Ⅲ(COL Ⅲ)was detected by immunohistochemistry.Results The mortality rates in the BL-L and BL-H groups were 20%and 28%,respectively.Body weight was significantly lower in the BL-L group compared with the control group on days 0~56,and weight recovery after day 56.Body weight was significantly lower in the BL-H group compared with the control and BL-L groups from days 0~56(P<0.01).Regarding lung function,IC,VC,Cchord,and Cdyn were significantly lower in the BL-L group compared with the control group on day 28(P<0.01,P<0.05),and IC and Cdyn were significantly lower in the BL-H group(P<0.01).IC,VC,and Cchord were significantly decreased in the BL-L group on day 42(P<0.01,P<0.05),while IC,VC,Cchord,and Cdyn were significantly decreased in the BL-H group(P<0.01,P<0.05),and IC,VC,and Cchord were significantly lower compared with in the BL-L group(P<0.01).Cchord was significantly lower in the BL-H group compared with the control and BL-L groups on day 56(P<0.01).The lung coefficients on day 28 were significantly higher in the BL-L and BL-H groups compared with the control group(P<0.01),and were significantly higher in the BL-H group from days 42~56 compared with the BL-L and control groups(P<0.01).Regarding lung histopathology and immunohistochemistry,inflammatory infiltration,fibrotic streaks,and COL Ⅲ expression were observed in the BL-L group from days 28~56,and almost complete disappearance of the fibrotic lesions on day 84.In contrast,fibrotic lesions could be observed from days 28~84 in the BL-H group,with significantly elevated COL Ⅲ expression compared with the control group(P<0.01).The HYP content was significantly higher in the BL-L group compared with the control group from days 28~42(P<0.05,P<0.01),and then gradually decreased,and the HYP content was significantly higher in the BL-H group than in the control group from days 28~84(P<0.01).Conclusions Both 3 and 5 mg/kg BLM can successfully induce PF rat models.Rats treated with 3 mg/kg BLM developed fibrosis on day 28,which lasted until day 42 and then gradually recovered.Rats treated with 5 mg/kg BLM developed fibrosis on day 28,and the degree of fibrosis was more severe with the higher compared with the lower dose,with stable fibrotic lesions up to day 56 and moderate-to-severe fibrosis still present in half of the rats until day 84.

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