1.Perioperative immune dynamics and clinical outcomes in patients undergoing on-pump cardiac surgery
Zhiyuan CHENG ; Xinyi LIAO ; Juan WU ; Ping YANG ; Tingting WANG ; Qinjuan WU ; Wentong MENG ; Zongcheng TANG ; Jiayi SUN ; Jia TAN ; Jing LIN ; Dan LUO ; Hao WANG ; Chaonan LIU ; Jiyue XIONG ; Liqin LING ; Jing ZHOU ; Lei DU
Chinese Journal of Blood Transfusion 2026;39(1):31-43
Objective: To characterize perioperative dynamic changes in immune-cell phenotypes and inflammatory cytokines in patients undergoing CPB (cardiopulmonary bypass) cardiac surgery, and to explore their associations with postoperative outcomes. Methods: In this prospective cohort study, 120 adult patients who underwent elective cardiac surgery under CPB at West China Hospital from May 2022 to March 2023 were enrolled. Perioperative immune-cell phenotypes and concentrations of 40 inflammation-related cytokines were measured. The primary outcomes were the sequential organ failure assessment (SOFA) score at 24 h after surgery and ΔSOFA (the peak SOFA score within 48 h after surgery minus the preoperative SOFA score). Secondary outcomes included major adverse cardiovascular events (MACE), acute kidney injury (AKI), respiratory failure, severe liver injury, and infection. Results: The mean age of enrolled patients was 57±10 years. Of these, 52% (62/120) were male and 90% (108/120) underwent valve surgery. During the rewarming to the end of CPB, neutrophil counts rapidly increased (7.39×10
/L vs preoperative 3.07×10
/L, P<0.001), with significant upregulation of CD11b (7.30×10
/L vs preoperative 3.05×10
/L, P<0.001) and CD54 (7.15×10
/L vs preoperative 2.99×10
/L, P<0.001). Lymphocyte counts increased at the end of CPB (1.75×10
/L vs preoperative 1.12×10
/L, P<0.001) but decreased significantly at 24 h after surgery (0.59×10
/L vs preoperative 1.12×10
/L, P<0.001). Plasma analysis showed that multiple pro-inflammatory cytokines increased during CPB and remained elevated up to 24 h after surgery; five chemokines and the anti-inflammatory cytokine IL-10 peaked at the end of CPB. The SOFA score increased from 1 (1, 2) preoperatively to 7 (5, 10) at 24 h after surgery, with a ΔSOFA of 6 (4, 8). Within 30 days after surgery, 48 patients (40.0%) developed AKI, 17 (14.2%) developed infection, 4 (3.3%) developed severe liver injury, 3 (2.5%) developed respiratory failure, and 3 (2.5%) experienced MACE. During the 2-year follow-up, 8 patients (6.7%) experienced MACE and 5 (4.2%) died. Conclusion: Multi-organ dysfunction is common after cardiac surgery under CPB (median ΔSOFA, 6), accompanied by perioperative activation of multiple immune-cell subsets and upregulation of pro-inflammatory, anti-inflammatory, and chemotactic mediators. This study provides data-driven evidence and research clues for further investigation of the associations between CPB-related immune perturbations and postoperative organ dysfunction and clinical outcomes.
2.Neutrophil activation is correlated with acute kidney injury after cardiac surgery under cardiopulmonary bypass
Tingting WANG ; Yuanyuan YAO ; Jiayi SUN ; Juan WU ; Xinyi LIAO ; Wentong MENG ; Min YAN ; Lei DU ; Jiyue XIONG
Chinese Journal of Blood Transfusion 2025;38(3):358-367
[Objective] To explore the relationship between neutrophil activation under cardiopulmonary bypass (CPB) and the incidence of cardiac surgery-associated acute kidney injury (CS-AKI). [Methods] This prospective cohort study enrolled adult patients who scheduled for cardiac surgery under CPB at West China Hospital between May 1, 2022 and March 31, 2023. The primary outcome was acute kidney injury (AKI). Blood samples (5 mL) were obtained from the central vein before surgery, at rewarming, at the end of CPB, and 24 hours after surgery. Neutrophils were labeled with CD11b, CD54 and other markers. To assess the effect of neutrophils activation on AKI, propensity score matching (PSM) was employed to equilibrate covariates between the groups. [Results] A total of 120 patients included into the study, and 17 (14.2%) developed AKI. Both CD11b+ and CD54+ neutrophils significantly increased during the rewarming phase and the increases were kept until 24 hours after surgery. During rewarming, the numbers of CD11b+ neutrophils were significantly higher in AKI compared to non-AKI (4.71×109/L vs 3.31×109/L, Z=-2.14, P<0.05). Similarly, the CD54+ neutrophils counts were also significantly higher in AKI than in non-AKI before surgery (2.75×109/L vs 1.79×109/L, Z=-2.99, P<0.05), during rewarming (3.12×109/L vs 1.62×109/L, Z=-4.34, P<0.05), and at the end of CPB (4.28×109/L vs 2.14×109/L, Z=-3.91, P<0.05). An analysis of 32 matched patients (16 in each group) revealed that CD11b+ and CD54+ neutrophil levels of AKI were 1.74 folds (4.83×109/L vs 2.77×109/L, Z=-2.72, P<0.05) and 2.34 folds (3.32×109/L vs 1.42×109/L, Z=-4.12, P<0.05), respectively, of non-AKI at rewarming phase. [Conclusion] Neutrophils are activated during CPB, and they can be identified by CD11b/CD54 markers. The activated neutrophils of AKI patients are approximately 2 folds of non-AKI during the rewarming phase, with disparity reached peak between groups during rewarming. These findings suggest the removal of 50% of activated neutrophils during the rewarming phase may be effective to reduce the risk of AKI.
3.Seeing the macro in the micro: a diffusion model-based approach for style transfer in cellular images.
Jiayi CAI ; Yong HE ; Feng LIU ; Byung-Ho KANG ; Xuping FENG
Journal of Zhejiang University. Science. B 2025;26(6):609-612
The internal structures of cells as the basic units of life are a major wonder of the microscopic world. Cellular images provide an intriguing window to help explore and understand the composition and function of these structures. Scientific imagery combined with artistic expression can further expand the potential of imaging in educational dissemination and interdisciplinary applications. This study presents an innovative diffusion model-based approach for style transfer in cellular images, combining scientific rigor with artistic expression. By leveraging training-free large-scale pre-trained diffusion models, the proposed method integrates the intricate morphological and textural features of cellular images with diverse artistic styles. Key techniques such as the inversion of denoising diffusion implicit models (DDIMs), adaptive instance normalization (AdaIN), self-attention style injection, and attention temperature scaling ensure the preservation of cellular structures while enhancing visual expressiveness. The results showcase the potential of this strategy for interdisciplinary applications, enriching both the visualization and educational dissemination of cellular imagery through compelling storytelling and aesthetic appeal.
Humans
;
Image Processing, Computer-Assisted/methods*
;
Cells
;
Diffusion
4.Preparation of zinc and nitrogen modified titanium dioxide nanoparticles/mesoporous alumina composite resin and its performance evaluation
Rong HAN ; Zhimin ZHANG ; Yuanhang ZHAO ; Jiayi WANG ; Wenjun TANG ; Hong ZHANG
Journal of Jilin University(Medicine Edition) 2025;51(4):904-913
Objective:To prepare novel dental composite resins using zinc(Zn)-and nitrogen(N)-modified titanium dioxide(TiO?)nanoparticles(NPs)and mesoporous alumina(Al?O?,r type,20 mm)NPs as reinforcing fillers,systematically evaluating their antibacterial activity,mechanical strength,basic performance,and biosafety to obtain the dental composite resins with excellent antibacterial activity and mechanical strength.Methods:Zn-N-TiO? NPs and mesoporous Al?O? NPs were added into a resin matrix at varying mass ratios to prepare five composite resins:control group(no filler),group 0(Zn-N-TiO?∶Al?O?=1∶0),group 1(Zn-N-TiO?∶Al?O?=1∶1),group 2(Zn-N-TiO?∶Al?O?=1∶2),and group 3(Zn-N-TiO?∶Al?O?=1∶3).Plate colony counting method was used to detect the number of adhered bacteria on composite resin surfaces in various groups and calculate the antibacterial rate;scanning electron microscope(SEM)was used to observe the morphology of adhered bacteria in various groups;universal testing machine was used to measure flexural strength(FS)and elastic modulus(EM)of composite resins in various groups;SEM was used to observe fracture surface morphology of composite resins in various groups;microhardness tester was used to determine Vickers microhardness of the composite resins in various groups;Fourier transform infrared spectroscope was used to detect double bond conversion rate(DC)after 20 s photocuring and calculate curing depth;water contact angle meter was used to measure water contact angle(WCA),water sorption property(WSP),and water solubility level(WSL)of composite resins in various groups;cell counting kit-8(CCK-8)method was used to evaluate relative growth rate(RGR)of the mouse fibroblast L-929 cells cultured in composite resin extracts on days 1,3,and 5 and determine in vitro cytotoxicity grade.Results:The plate colony counting results showed that compared with control group,the colony counts on agar plates in the other groups were significantly reduced,with group 1 showing the lowest count.The SEM images results showed densely distributed and morphologically intact Streptococcus mutans in control group;small clusters of bacteria with depressed cell membranes in group 0 and group 3;sparsely distributed bacteria with obvious membrane shrinkage and cytoplasmic leakage in group 1 and group 2.No statistically significant difference in colony counts was found between group 1 and group 2(P>0.05),but both were lower than the other groups(P<0.05).All the composite resins in experimental groups exhibited>85%antibacterial rates,with group 1 and group 2 exceeding 99%.The composite resins in group 0 showed the lowest FS.With addition of mesoporous Al?O?,the FS of the composite resin in group 1 and group 2 were significantly increased,with the composite resin in group 2 showing the highest FS among all groups.Although the FS of the composite resin in group 3 was lower than that in group 2,but it remained higher than other groups(P<0.05).The SEM images results showed that in control group,the smooth-surfaced sillicon dioxide(SiO?)particles exhibited clear fracture interfaces with resin matrix,with>50%particle exposure;the composite resin in group 0 showed similar morphology and large Zn-N-TiO? agglomerates with tight filler-matrix bonding;the composite resin in group 1,2,and 3 showed resin adhesion to SiO? surfaces(<50%particle exposure)and uneven fracture surfaces.Fractured SiO? spheres were observed in group 2.Filler distribution was uniform in group 1 and group 2,while the minor NP agglomeration occurred in group 3.The composite resin in control group showed the lowest EM.The EM was significantly improved in experimental groups,with group 3 having the highest value.Group 0 exhibited the lowest Vickers microhardness,showing statistically significant differences among other groups(P<0.05).The Vickers microhardness of the composite resion was gradually increased with the rising of Al?O? content.The resins in group 2 and group 3 achieved>45 HV hardness,representing increases of 29.73%and 33.82%compared with control group,and 51.34%and 56.28%compared with group 0.No significant differences in DC of the composite resin were found among groups(P>0.05).The depth of cure for all composite resin groups exceeded 4 mm,with no significance differences observed between various groups(P>0.05).The composite resin in group 0 showed the smallest WCA.The hydrophobicity of the composite resion was increased with the rising of Al?O? content,but all the WCA values remained<80°.The composite resin in group 3 had the largest WCA without statistical significance compared with group 2(P>0.05).Filler incorporation reduced the water sorption/solubility.The composite resin in the CCK-8 assay results showed the composite resins in all groups had RGR>75%,meeting in vitro safety standards.Conclusion:Reinforcing fillers impart superior antibacterial activity and mechanical properties to composite resins.Under experimental conditions,group 2 composite resin achieves optimal comprehensive performance in antibacterial efficacy and mechanical strength,demonstrating promising clinical application potential.
5.Comparison of the clinical effects of the double-modified Limberg flap and Karydakis flap techniques in the treatment of pilonidal sinus
Jiayi BEI ; Hong ZHANG ; Dingsheng LIU
Journal of China Medical University 2024;53(7):597-602
Objective To analyze the clinical efficacy of the double-modified Limberg and Karydakis flap techniques in the treatment of pilonidal sinuses.Methods Eighty patients with pilonidal sinuses attending the Department of Colorectal Surgery,Shengjing Hospital of China Medical University from June 2015 to June 2019 were enrolled.The randomized digital table method was used to divide the patients into the Limberg flap technique group(Limberg group)and the Karydakis flap technique group(Karydakis group),with 40 patients in each group.The operation time,amount of intraoperative blood loss,length of hospital stay,time taken to return to work,complications,recur-rence and treatment over a 3-year follow-up period were compared between the two groups.Results The operation time was significantly longer in the Limberg group than in the Karydakis group(P<0.05).There were no significant differences in the amount of intraoperative blood loss,length of hospital stay,or return time between the two groups(all P>0.05).The incidence of complications(blisters,seroma,incision dehiscence,flap necrosis,hematoma,and incision infection)in the Limberg group and the Karydakis group was 20%and 5%,respectively,and the difference was statistically significant(P<0.05).During the 3-year follow-up period,there was one case of recur-rence in each group.All patients with recurrence underwent surgical resection with good postoperative results(stage Ⅱ healing).Conclu-sion The double-modified Limberg flap and Karydakis flap technique may be effective for the treatment of pilonidal sinuses.Compared with the double-modified Limberg flap technique,the incidence of complications was lower and the operation time was shorter with the Karydakis flap technique.
6.Effect of prenatal stressful life event exposure on child emotional and behavioral problem at age 2-6 years
Jiayi HONG ; Qian WEI ; Guangzhuang JING ; Peiqi YE ; Yuyang SHI ; Huijing SHI
Chinese Journal of Epidemiology 2024;45(3):401-407
Objective:To investigate the influence of prenatal stressful life event (SLE) exposure on child emotional and behavioral problem at age 2-6 years and identify the most risk exposure period.Methods:A total of 2 524 mother-child pairs were selected from Shanghai Maternal-Child Pairs Cohort based on pregnant women form 2016 to 2018 in Shanghai. Prenatal SLE exposure was assessed by Life Events Scale for Pregnant Women Questionnaire during the first and third trimester of pregnancy. Child emotional and behavioral problem was evaluated by Strengths and Difficulties Questionnaire at age 2-6 years. Multivariate binary logistic regression model and generalized estimating equation were conducted to quantify the association between prenatal SLE exposure and child emotional and behavioral problem at age 2-6 years, and identify the pregnancy period with strongest adverse effect.Results:The 2 524 mother-child pairs were divided into 4 groups: group with consistent low exposure to SLE (61.8%), group with high exposure to SLE in the first trimester (13.2%), group with high exposure to SLE in the third trimester (13.2%) and group with consistent high exposure to SLE (11.8%). The detection rates of emotional problem, hyperactivity, peer interaction problem and total difficulty score in children aged 3-6 years were highest in the group with consistent high exposure to SLE. Generalized estimating equation analysis showed that after controlling the confounding factors, compared with the consistent low exposure group, the children in the group with high exposure to SLE in the first trimester had significant increased risk for conduct problem at age 2-6 years (a OR=1.41, 95% CI:1.07-1.87). The children in the group with consistent high exposure to SLE were at increased risk for emotional problem, peer interaction problem, and high total difficulty score with the a OR of 1.41 (95% CI: 1.09-1.83), 1.46 (95% CI: 1.15-1.86) and 1.51(95% CI: 1.17-1.93). Conclusion:These findings indicated that prenatal exposure to SLE have adverse effect on child emotional and behavioral problem at age 2-6 years, especially the exposure in the first trimester.
7.Prediction of pathological complete response to neoadjuvant chemoradiotherapy in locally advanced rectal cancer using contrast-enhanced ultrasound radiomics
Qiong QIN ; Yuquan WU ; Rong WEN ; Xiumei BAI ; Ruizhi GAO ; Yadan LIN ; Jiayi LYU ; Yun HE ; Hong YANG
Chinese Journal of Ultrasonography 2024;33(1):63-70
Objective:To evaluate the diagnostic performance of radiomics model based on contrast-enhanced ultrasound(CEUS) in predicting pathological complete response(pCR) after neoadjuvant chemoradiotherapy(nCRT) in patients with locally advanced rectal cancer(LARC).Methods:One hundred and six patients with LARC who underwent total mesorectal excision after nCRT between April 2018 and April 2023 in the First Affiliated Hospital of Guangxi Medical University were retrospectively included, the patients were randomly divided into a training set of 63(14 pCR patients) and a validation set of 43(12 pCR patients) in a 6∶4 ratios. Radiomics features were extracted from the tumors′ region of interest of CEUS images based on PyRadiomics. Intra-class correlation coefficient(ICC), Mann-Whitney U test, and least absolute shrinkage and selection operator(LASSO) algorithms were used to reduce features dimension. Finally, 7 radiomics features relevanted to pCR were selected to construct an ultrasomics model using elastic network regression, based on the R language. A combined model was constructed by jointing clinical feature. The performance of the models was assessed with the area under the ROC curve(AUC). Results:The AUC of the ultrasomics model and the combined model was 0.695(95% CI=0.532-0.859) and 0.726(95% CI=0.584-0.868) respectively in the training set. The AUC of the ultrasomics model and the combined model was 0.763(95% CI=0.625-0.902) and 0.790(95% CI=0.653-0.928) respectively in the validation set. Both univariate and multivariate Logistic regression analyses showed that CA199( P<0.05) and ultrasomics score( P<0.001) could be an independent predictor of pCR after nCRT in patients with LARC. Conclusions:The CEUS-based radiomics scores has certain predictive value for whether LARC patients achieve pCR after nCRT, and may provide a non-invasive imaging biomarker for predicting LARC patients achieve pCR after nCRT.
8.Intervention methods and development trends of autism spectrum disorder
Hong ZOU ; Jianfang ZHU ; Jiayi LUO ; Dandan LI ; Di WU
Chinese Journal of Child Health Care 2024;32(3):317-321
Autism spectrum disorder (ASD) is a neurodevelopmental disorder, which is manifested by symptoms such as difficulties in social interaction and communication, stereotypical repetitive behaviors, and narrow areas of interests.At present, the intervention methods for ASD mainly include behavioral intervention, pharmacological intervention, physical intervention, exercise intervention, complementary and alternative medicine intervention.With the progress of science and technology and in-depth research, the intervention methods of ASD will develop in the direction of personalized intervention, deep learning technology, gene therapy and neurofeedback technology.These new intervention methods would hopefully improve the treatment effect and the quality of life of patients.
9.Clinical features and early warning indicators of patients with acute-on-chronic liver failure and bacterial infection
Zhanhu BI ; Linxu WANG ; Haifeng HU ; Hong DU ; Yidi DING ; Xiaofei YANG ; Jiayi ZHAN ; Fei HU ; Denghui YU ; Hongkai XU ; Jianqi LIAN
Journal of Clinical Hepatology 2024;40(4):760-766
ObjectiveTo investigate the clinical features of patients with acute-on-chronic liver failure (ACLF) and bacterial infection and early warning indicators associated with multidrug-resistant infections. MethodsA retrospective analysis was performed for 130 patients with ACLF and bacterial infection who attended The Second Affiliated Hospital of Air Force Medical University from January 1, 2010 to December 31, 2021, and according to the drug susceptibility results, the patients were divided into multidrug-resistant (MDR) bacterial infection group with 80 patients and non-MDR bacterial infection group with 50 patients. General information and laboratory examination results were compared between the two groups to screen for the early warning indicators associated with MDR bacterial infection. The Student’s t-test was used for comparison of normally distributed continuous data with homogeneity of variance between two groups, and the Mann-Whitney U test was used for comparison of non-normally distributed continuous data or continuous data with heterogeneity of variance between two groups; the chi-square test or the Fisher’s exact test was used for comparison of categorical data between two groups. The binary logistic regression analysis and the receiver operating characteristic (ROC) curve were used to assess the predictive value of early warning indicators. ResultsAmong the 130 patients with ACLF and bacterial infection, sputum (27.7%) was the most common specimen for detection, followed by blood (24.6%), urine (18.5%), and ascites (17.7%). Bacterial infections were dominated by Gram-negative bacteria (58.5%). Of all bacteria, Escherichia coli (18.5%), Klebsiella pneumoniae (14.6%), and Enterococcus faecium (13.8%) were the most common pathogens. Gram-positive bacteria had a high resistance rate to the antibacterial drugs such as erythromycin (72.2%), penicillin (57.4%), ampicillin (55.6%), and ciprofloxacin (53.7%), while Gram-negative bacteria had a high resistance rate to the antibacterial drugs such as ampicillin (73.3%), cefazolin (50.0%), and cefepime (47.4%). The patients with ACLF and bacterial infection had a relatively high rate of MDR bacterial infection (61.5%). Comparison of clinical data between the two groups showed that compared with the patients with non-MDR bacterial infection, the patients with MDR bacterial infection had significantly higher levels of alanine aminotransferase (Z=2.089, P=0.037), aspartate aminotransferase (Z=2.063, P=0.039), white blood cell count (Z=2.207, P=0.027), and monocyte count (Z=4.413, P<0.001). The binary logistic regression analysis showed that monocyte count was an independent risk factor for MDR bacterial infection (odds ratio=7.120, 95% confidence interval [CI]: 2.478 — 20.456,P<0.001) and had an area under the ROC curve of 0.686 (95%CI: 0.597 — 0.776) in predicting ACLF with MDR bacterial infection(P<0.001), with the optimal cut-off value of 0.50×109/L, a sensitivity of 0.725, and a specificity of 0.400. ConclusionACLF combined with bacterial infections is mainly caused by Gram-negative bacteria, with the common pathogens of Escherichia coli and Klebsiella pneumoniae and a relatively high MDR rate in clinical practice. An increase in monocyte count can be used as an early warning indicator to distinguish MDR bacterial infection from non-MDR bacterial infection.
10.Clinical epidemiological characteristics and prognostic risk factors in 2 245 patients with hemorrhagic fever with renal syndrome
Haifeng HU ; Jiayi ZHAN ; Hong DU ; Yali YANG ; Fei HU ; Jiayu LI ; Zhanhu BI ; Xiaofei YANG ; Yan LIANG ; Jianqi LIAN
Chinese Journal of Infectious Diseases 2023;41(1):70-76
Objective:To analyze the clinical epidemiological characteristics and the prognostic risk factors of patients with hemorrhagic fever with renal syndrome (HFRS).Methods:A total of 2 245 HFRS patients who were admitted to the Second Affiliated Hospital of Air Force Medical University from September 2008 to December 2021 were enrolled. Clinical epidemiological data (including gender, age, onset season, onset region, case fatality rate, et al) of HFRS patients were analyzed. The clinical epidemiological characteristics of patients with HFRS in the 2008 to 2012, 2013 to 2017, and 2018 to 2021 groups were compared. Statistical comparisons were performed using chi-square test. The Bonferroni adjusted P-value method was used for pairwise comparisons between groups, and logistic regression analysis was used to screen and evaluate the risk factors associated with the prognosis of HFRS patients. Results:The age of 2 245 HFRS patients was (42.3±15.9) years old. Most of them were male (79.24%(1 779/2 245)), and the main incidence area was Xi′an City (69.53%(1 561/2 245)). There were 132 deaths with an overall case fatality rate of 5.88%. There were 1 088 patients (48.46%) from 2008 to 2012, 647 patients (28.82%) from 2013 to 2017, and 510 patients (22.72%) from 2018 to 2021, with a mortality rate of 7.17%(78/1 088), 5.10%(33/647) and 4.12%(21/510), respectively. From 2008 to 2021, both the number of HFRS cases and the case fatality rate had shown a fluctuating downward trend. There were significant differences in case fatality rate, age distribution, onset season, and onset region among patients in the different year groups ( χ2=6.84, 49.22, 83.47 and 19.29, respectively, all P<0.05). The results of pairwise comparisons showed that the proportion of patients aged >60 years in the 2018 to 2021 group (23.33%(119/510)) was higher than those in the 2008 to 2012 group (12.13%(132/1 088)) and the 2013 to 2017 group (12.36%(80/647)), and the differences were statistically significant (both P<0.05). The proportions of patients at large peak (October to December) were 62.35%(318/510) in the 2018 to 2021 group and 56.26%(364/647) in the 2013 to 2017 group, which were both lower than that in the 2008 to 2012 group (75.18%(818/1 088)), and the differences were both statistically significant (both P<0.05). The case fatality rate of patients aged >60 years was 9.67%(32/331), which was higher than those of patients aged <30 years (2.86%(16/559)) and patients aged 30 to 60 years (6.20%(84/1 355)), with statistically significant differences (both P<0.05). Univariate analysis showed that age 30 to 60 years, age >60 years, smoking, complicated with hypertension, hypotensive shock and hypoxemia were significantly correlated with the prognosis of HFRS patients (odds ratio ( OR)=2.243, 3.632, 1.484, 3.532, 79.422 and 143.955, respectively, all P<0.05). The results of multivariate logistic regression analysis indicated that complicated with hypertension ( OR=2.467, P=0.004), hypotensive shock ( OR=11.658, P=0.001), and hypoxemia ( OR=67.767, P<0.001) were the independent risk factors affecting the prognosis of HFRS patients. Conclusions:The prevalence of HFRS has shown new changing characteristics from 2008 to 2021. The numbers of HFRS patients and the case fatality rates show a downward trend, and the proportion of HFRS patients aged >60 years increases. Complicated with hypertension, hypotensive shock and development with hypoxemia are the independent risk factors for the prognosis of HFRS.

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