1.Comparison of the effects of three time series models in predicting the trend of erythrocyte blood demand
Yajuan QIU ; Jianping ZHANG ; Jia LUO ; Peilin LI ; Mengzhuo LUO ; Qiongying LI ; Ge LIU ; Qing LEI ; Kai LIAO
Chinese Journal of Blood Transfusion 2025;38(2):257-262
		                        		
		                        			
		                        			[Objective] To analyse and predict the tendencies of using erythrocyte blood in Changsha based on the autoregressive integrated moving average (ARIMA) model, long short-term memory (LSTM) and ARIMA-LSTM combination model, so as to provide reliable basis for designing a feasible and effective blood inventory management strategy. [Methods] The data of erythrocyte usage from hospitals in Changsha between January 2012 and December 2023 were collected, and ARIMA model, LSTM model and ARIMA-LSTM combination model were established. The actual erythrocyte consumption from January to May 2024 were used to assess and verify the prediction effect of the models. The extrapolation prediction accuracy of the models were tested using two evaluation indicators: mean absolute percentage error (MAPE) and root mean square error (RMSE), and then the prediction performance of the model was compared. [Results] The RMSE of LSTM model, optimal model ARIMA(1,1,1)(1,1,1)12 and ARIMA-LSTM combination model were respectively 5 206.66, 3 096.43 and 2 745.75, and the MAPE were 18.78%,11.54% and 9.76% respectively, which indicated that the ARIMA-LSTM combination model was more accurate than the ARIMA model and LSTM model, and the prediction results was basically consistent with the actual situation. [Conclusion] The ARIMA-LSTM model can better predict the clinical erythrocyte consumption in Changsha in the short term.
		                        		
		                        		
		                        		
		                        	
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.Relationship between screening myopia and physical fitness index in college freshmen without majoring in public safety administration
Chinese Journal of School Health 2025;46(3):431-434
		                        		
		                        			Objective:
		                        			To explore the relationship between visual acuity and physical fitness of university freshmen, so as to provide reference for myopia prevention and control for freshmen.
		                        		
		                        			Methods:
		                        			From October to November 2022, 2 160 college freshman without majoring in public safety administration, selected from Guangxi Police College in 2022 by using the stratified cluster random sampling method, were reviewed for the results of visual acuity test and physical fitness scores. The physical fitness indices were evaluated by using the  Z scores of physical fitness test scores, and the strength of association between the level of physical fitness index and myopia was analyzed by using Logistic regression model.
		                        		
		                        			Results:
		                        			Among 2 160 college freshman without majoring in public safety administration, 917 (42.5%) students were diagnosed screening myopia, including 66 (3.1%) cases of high myopia, 383 (17.7%) cases of moderate myopia and 468 (21.7%) cases of mild myopia. The differences in the distribution of visual acuity tests among students with different physical fitness indices, body mass index, and gender were statistically significant ( Z/H=54.50, 49.53, 15.51, P <0.01). Low level and low middle level physical fitness indices were associated with screening myopia among freshmen[ OR (95% CI )=2.81(1.93-4.08),1.87(1.38-2.54)], and low level physical fitness indexes were associated with high myopia [ OR (95% CI )=7.22(2.33-22.32)] ( P <0.01).
		                        		
		                        			Conclusions
		                        			Screening myopia among college freshman without majoring in public safety administration is related to physical fitness, and low level and low middle level physical fitness index are risk factors for myopia. Improving the level of physical fitness might be effective in preventing myopia.
		                        		
		                        		
		                        		
		                        	
4.Effects of different nucleus chopping methods on cornea and tear inflammatory indicators in patients with hard nucleus cataract
Li JIANG ; Lei YANG ; Yuanyuan ZHONG ; Furong LIAO ; Yumeng BAO ; Pengcheng ZHANG
International Eye Science 2025;25(6):951-957
		                        		
		                        			
		                        			 AIM: To compare the effects of different nucleus chopping methods on the central corneal thickness, corneal endothelial cell(CEC)count and tear inflammatory indicators in patients with hard nucleus cataract.METHODS: Retrospective study. Totally 89 patients(89 eyes)with hard nucleus cataract who treated in our hospital were included from January 2020 to December 2022. According to different intraoperative nucleus chopping methods, the patients were divided into reverse prechop group(46 eyes)and phaco-chop group(43 eyes). The total effective rate of surgery and visual acuity recovery were compared between the two groups. Corneal related indicators(central corneal thickness, CEC count, CEC area), tear inflammatory indicators and tear film function [tear film break-up time(BUT), Chinese Dry Eye Questionnaire(CDEQ), Schirmer Ⅰ test(SⅠt)] were observed before and after surgery in both groups, and the degree of corneal edema was evaluated.RESULTS: The effective phaco time, phaco energy and cumulative complex energy parameters in the phaco-chop group were longer or higher than those in the reverse prechop group(P<0.05). The macular retinal thickness in the reverse prechop group at 7 d and 1 mo after surgery was thinner than that in the phaco-chop group, the central corneal thickness at 3 and 7 d after surgery was also thinner than that in the phaco-chop group, the CEC count at 3 mo after surgery was more than that in the phaco-chop group, the CEC loss rate was lower than that in the phaco-chop group, and the CEC area at 3 mo after surgery was smaller than that in the phaco-chop group(P<0.05). The levels of tear TNF-α and IL-6 at 7 d and 1 mo after surgery in the reverse prechop group were lower than those in the phaco-chop group(P<0.05). The BUT at 1 and 3 mo after surgery was longer in the reverse prechop group than that in the phaco-chop group(P<0.05). The CDEQ score in the reverse prechop group was lower than that in the phaco-chop group at 1 and 3 mo after surgery(P<0.05). The SⅠt at 1 and 3 mo after surgery was higher in the reverse prechop group compared with that in the phaco-chop group(P<0.05). The degree of corneal edema at 1 d after surgery was milder in the reverse prechop group than that in the phaco-chop group(P<0.05). CONCLUSION: Compared with phaco-chop, the application of reverse-chopper prechop combined with phacoemulsification can better reduce the ultrasonic energy in the treatment of hard nuclear cataract, and it is more conducive to reducing the postoperative inflammatory degree, improving the tear film function and relieving the corneal edema degree. 
		                        		
		                        		
		                        		
		                        	
5.Efficacy comparison of small-incision horizontal space nuclear splitting surgery with phacoemulsification in the treatment of hard nuclear cataract
Furong LIAO ; Lei YANG ; Yumeng BAO
International Eye Science 2025;25(6):958-961
		                        		
		                        			
		                        			 AIM: To investigate the efficacy of small-incision horizontal space nuclear splitting surgery and phacoemulsification combined with regional refractive multifocal intraocular lens(MIOL)implantation in the treatment of hard nuclear cataract.METHODS:A retrospective analysis was performed for 288 patients(288 eyes)with hard nuclear cataract who admitted to our hospital from January 2022 to December 2023, and they were divided into control group(144 eyes treated with phacoemulsification and regional refractive MIOL)and observation group(144 eyes treated with small-incision horizontal space nuclear splitting surgery and regional refractive MIOL)according to different treatment methods. The operation time, pre- and post-operative best corrected visual acuity, astigmatism, central corneal thickness, corneal endothelial density, tear film function, and complications were compared between the two groups.RESULTS:There was no difference in operation time between the two groups(P>0.05). There was no difference in the preoperative and 3 mo postoperative best corrected visual acuity(all P>0.05), and the best corrected visual acuity of the two groups at 3 mo postoperatively was improved compared with the preoperative level(all P<0.05). There were differences in central corneal thickness, corneal endothelial density and astigmatism between the two groups at 1 wk and 3 mo after surgery(all P<0.05). There were differences in breakup time(BUT)and ocular surface disease index(OSDI)scores between the two groups at 1 wk after surgery(all P<0.001), and the incidence of complications in the observation group(4.2%)was significantly lower than that in the control group(18.1%; P<0.001).CONCLUSION:Both surgical methods can effectively treat patients with hard nuclear cataracts, and small-incision horizontal space nuclear splitting surgery combined with regional refractive MIOL implantation has less corneal damage and fewer complications. 
		                        		
		                        		
		                        		
		                        	
6.Diarrhea caused by foodborne Salmonella infection in children aged 0-6 years in Guizhou Province from 2016 to 2023
LIAO Hongxia, WANG Yafang, LIU Lin, ZHANG Lili, YANG Qi, LI Lei
Chinese Journal of School Health 2025;46(5):732-736
		                        		
		                        			Objective:
		                        			To analyze the epidemilogical and seasonal characteristics of foodborne Salmonella-associated diarrhea among children aged 0-6 years in Guizhou Province from 2016 to 2023, so as to provide a basis for the prevention and control of foodborne diseases.
		                        		
		                        			Methods:
		                        			Data were extracted from the Foodborne Disease Survellance System for cases reported between January 1, 2016, and December 31, 2023. The incidence, seasonal characteristics, and peak periods were analyzed by the method of concentration and circular distribution.
		                        		
		                        			Results:
		                        			A total of 6 434 cases of diarrhea in children aged 0-6 years were collected, and 455 cases of Salmonella were detected, with a positive detection rate of 7.07%. Salmonella typhimurium was the main serotype causing diarrhea (59.34%). The peak of the disease was from May 3 to September 30, with certain seasonal characteristics. The highest detection rate was found in children aged 1-3 years (8.66%). Among food types, the positive detection rates of Salmonella were relatively high in other foods (17.39%), fruits and their products (10.22%), infant and toddler foods (10.09%), and aquatic animals and their products (9.80%). The processing and packaging methods of food were mainly home-made (9.38%) and bulk food (7.54%).
		                        		
		                        			Conclusions
		                        			The detection rate of Salmonella in children aged 0-6 years is high in Guizhou Province, with strong seasonal characteristics. The detection rates of other foods, fruits and their products, infant and toddler foods, and aquatic animals and their products are high. Enhanced pathogen surveillance for susceptible populations and high-risk foods, coupled with public health education during summer/autumn, is recommended.
		                        		
		                        		
		                        		
		                        	
7.Impact of childhood trauma on internet addiction in medical students: the mediating role of perceived stress
Xiaohong PENG ; Xiaoyuan LIAO ; Dantong WU ; Yanyin ZHOU ; Yelu LIU ; Yuxiang WANG ; Luoya ZHANG ; Juan DENG ; Yanjie PENG ; Kezhi LIU ; Jing CHEN ; Wei LEI
Sichuan Mental Health 2025;38(3):267-272
		                        		
		                        			
		                        			BackgroundWith the rapid development of the networking technologies, internet addiction has increasingly become a serious mental health issue. Previous studies have revealed the link between childhood trauma and internet addiction, while the mediating role of perceived stress in this link is not yet clear. ObjectiveTo investigate the role of medical students' perceived stress in the relationship between childhood trauma and internet addiction, so as to provide references for the intervention of internet addiction. MethodsFrom February to March 2023, a random sampling technique was used to select 1 232 undergraduate students from the School of Clinical Medical Sciences of Southwest Medical University as research subjects. The Childhood Trauma Questionnaire-Short Form (CTQ-SF), Perceived Stress Scale (PSS), Internet Gaming Disorder Scale (IGDS), and Bergen Social Media Addiction Scale (BSMAS) were used for assessment. Pearson's correlation coefficients were calculated. The mediation effect of perceived stress in the relationship between childhood trauma and internet addiction was tested using Model 4 in the SPSS Process 4.1, and Bootstrapping procedure involving 5 000 replicates was employed to confirm the statistical significance. ResultsA total of 1 016 (82.47%) valid completed questionnaires were gathered. The CTQ-SF scores of medical students were positively correlated with PSS scores, IGD scores, and BSMAS scores (r=0.583, 0.474, 0.465, P<0.01). PSS scores were positively correlated with IGD scores and BSMAS scores (r=0.369, 0.479, P<0.01). Childhood trauma in medical students was found to positively predict perceived stress (β=0.191, P<0.01), social media addiction (β=0.160, P<0.01), and internet gaming disorder (β=0.106, P<0.01). Perceived stress played a significant mediating role in the relationship between childhood trauma and internet gaming disorder, indirect effect value was 0.018 (95% CI: 0.009~0.027), accounting for 16.98%. Perceived stress also exhibited a significant mediating role in the relationship between childhood trauma and social media addiction, indirect effect value was 0.063 (95% CI: 0.048~0.079), accounting for 39.38%. ConclusionChildhood trauma in medical students may affect internet gaming disorder and social media addiction through perceived stress. [Funded by 2022 Annual Research Project of Sichuan Applied Psychology Research Center,(number,CSXL-22102)] 
		                        		
		                        		
		                        		
		                        	
8.Mechanism of Huoxue Rongluo Prescription Regulating Bmal1 Gene to Promote Blood-brain Barrier Repair After Ischemic Stroke
Yuanchen LIAO ; Desheng ZHOU ; Qiang MA ; Lei LUO ; Menghao HE ; Lijuan LIU ; Xiaofeng GAO
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(22):40-50
		                        		
		                        			
		                        			ObjectiveTo explore the mechanism of Huoxue Rongluo prescription (HXRLP) in repairing the blood-brain barrier (BBB) after ischemic stroke (IS). MethodsMale C57BL/6 mice were randomly divided into sham operation (Sham) group, cerebral infarction model (MCAO) group, environmental circadian disruption with cerebral infarction model (ECD-MCAO) group, low-, medium-, and high-dose HXRLP (HXRLP-L, M, and H) groups (8.5, 17, 34 g·kg-1·d-1, respectively), and positive drug butylphthalide (NBP) group (0.23 mL·d-1). In the Sham group, only the exposed blood vessels were isolated without suture insertion. In the other groups, the middle cerebral artery occlusion (MCAO) model of mice was prepared. In the ECD-MCAO group, HXRLP groups, and NBP group, the environmental circadian disruption (ECD) model was prepared. The mice in the Sham group, MCAO group, and ECD-MCAO group were given the same volume of soybean oil by gavage, while those in the other groups were given the corresponding drugs by gavage. Samples were collected after 7 consecutive days of administration. The mNSS score was used to evaluate the repair effect of HXRLP on neurological deficits after IS. Hematoxylin-eosin (HE) staining was used to assess the impact of HXRLP on the pathological damage of brain tissue after IS. 2,3,5-Triphenyltetrazolium chloride (TTC) staining and cerebral blood perfusion status were used to evaluate the repair effect of HXRLP on brain tissue damage after IS. Evans blue staining and transmission electron microscopy were used to evaluate the improvement effect of HXRLP on the permeability injury of BBB after IS. Immunofluorescence (IF) staining was used to observe the expression of von Willebrand Factor (vWF), brain and muscle Arnt-like 1 (Bmal1), and Occludin in brain tissue. Western blot was used to detect the protein expression of Bmal1, Occludin, tight junction protein (Claudin-5), vascular endothelial growth factor (VEGF), and angiopoietins(Ang), and related analysis was conducted. ResultsCompared with the Sham group, the MCAO group exhibited significantly aggravated neurological deficits, cerebral infarction volume, brain pathological damage, and BBB leakage (P0.01) and significantly reduced cerebral blood perfusion (P0.01). The expression of Bmal1, vWF, vascular endothelial growth factor A (VEGFA), and Ang in brain tissue was significantly enhanced (P0.01), while the expression of Occludin and Claudin-5 was significantly weakened (P0.01). Compared with the MCAO group, the ECD-MCAO group showed significantly aggravated neurological deficits, cerebral infarction volume, and BBB leakage (P0.01), obviously worsened brain pathological damage (P0.05), significantly reduced cerebral blood perfusion (P0.01), and significantly decreased expression of Bmal1, vWF, VEGFA, Ang, Occludin, and Claudin-5 in brain tissue (P0.01). Compared with the ECD-MCAO group, the HXRLP groups of all doses presented significantly improved neurological deficits, cerebral infarction volume, brain pathological damage, and BBB leakage (P0.01), significantly increased cerebral blood perfusion (P0.01), and enhanced expression levels of Bmal1, vWF, VEGFA, Ang, Occludin, and Claudin-5 in brain tissue (P0.01). ConclusionHXRLP can regulate the clock protein Bmal1 and promote the expression of VEGFA, Ang, Occludin, and Claudin-5, thereby improving BBB damage after IS. 
		                        		
		                        		
		                        		
		                        	
9.Mechanism of Xibining Ⅱ Combined with ADSC-Exos in Improving Knee Osteoarthritis by Regulating Mitochondrial Autophagy
Junfeng KANG ; Lishi JIE ; Houyu FU ; Taiyang LIAO ; Lei SHI ; Zishan SU ; Likai YU ; Yibao WEI ; Deren LIU ; Di TIAN ; Jun MAO ; Peimin WANG
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(11):111-119
		                        		
		                        			
		                        			ObjectiveTo observe the effects of Xibining (XBN) and adipose stem cell exosome (ADSC-Exos) in the cases of separate or joint application on cartilage degeneration and mitochondrial autophagy and explore its mechanism of action to improve knee osteoarthritis (KOA). MethodSD rats were divided into a sham operation group (sham group), a model group, an ADSC-Exos group (Exos group), an XBN group, and an ADSC-Exos+XBN group (Exos+XBN group). KOA model was established by using anterior cruciate ligament transection (ACLT). The pain sensitivity status of rats was evaluated, and the degeneration degree of the knee joint and cartilage tissue was detected by Micro-CT and pathological staining. The expression of p62 and LC3B was observed by immunofluorescence, and the serum levels of TNF-α, IL-1β, IL-6, and IL-15 in rats were detected by ELISA. The Western blot was used to detect the protein expression levels of MMP-3, MMP-13, ADAMTS5, ColⅡ, TIMP, ACAN, PINK1, Parkin, p62, and LC3A/B. ResultCompared with the sham group, rats in the model group showed decreased cold-stimulated foot-shrinkage thresholds and mechanical pain sensitivity thresholds, varying degrees of abrasion and loss of cartilage tissue, degeneration of cartilage tissue, elevated serum IL-1β, IL-6, IL-15, and TNF-α levels (P<0.01), and increased protein expression of MMP-3, MMP-13, and ADAMTS5 in cartilage tissue. In addition, the protein expression of ColⅡ, TIMP1, and ACAN was decreased (P<0.01). Compared with the model group, rats in each treatment group showed higher cold-stimulated foot-shrinkage thresholds and mechanical pain sensitivity thresholds, reduced cartilage tissue degeneration, lower serum levels of IL-1β, IL-6, IL-15, and TNF-α (P<0.05,P<0.01), decreased protein expression of MMP-3, MMP-13, and ADAMTS5, and higher protein expression of Cold, TIMP1, and ACAN in cartilage tissue (P<0.05,P<0.01). Moreover, the changes were the most obvious in the Exos+XBN group. ConclusionBoth ADSCs-Exos and XBN can increase the level of mitochondrial autophagy in chondrocytes and delay cartilage tissue degeneration by promoting the expression of the PINK1/Parkin signaling pathway, and the combination of the two can enhance the therapeutic effect. 
		                        		
		                        		
		                        		
		                        	
10.Improvement of Depression-like Behavior of Depression Model Mice by Sinisan via Regulating GSK-3β/A20/C/EBPβ to Inhibit Activation of Microglia
Hongyun CHEN ; Dongying YANG ; Huiqing LIAO ; Yanyan ZENG ; Linke PAN ; Shasha BAI ; Di DENG ; Yafei SHI ; Rong ZHANG ; Lei YANG
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(12):16-23
		                        		
		                        			
		                        			ObjectiveTo investigate the antidepressant effect of Sinisan (SNS) by regulating glycogen aynthase kinase-3β (GSK-3β)/tumor necrosis factor alpha-induced protein 3(A20)/CCAAT enhancer binding protein β(C/EBPβ) to inhibit the activation of microglia. MethodA total of 72 male C57/6J mice were randomly divided into the normal group, model group, fluoxetine group (5.0 mg·kg-1), low-dose Sinisan group (4.9 g·kg-1), medium-dose Sinisan group (9.8 g·kg-1), and high-dose Sinisan group (19.6 g·kg-1), with 12 mice in each group. After one week of adaptive feeding, chronic unpredictable mild stress (CUMS) was performed to establish the depression model. In the fifth week, drug treatment was conducted for four weeks. In the ninth week, behavioral tests were performed, including sucrose preference test (SPT), open field test (OPT), elevated plus maze (EPM) test, and forced swimming test (FST). Western blot was used to detect the expression levels of interleukin-1β (IL-1β), interleukin-6 (IL-6), nitric oxide synthase (iNOS), GSK-3β, A20, and C/EBPβ in the cortex. The expression of M1-polarized ionized calcium-binding adapter molecule 1 (Iba1) and cluster of differentiation 68 (CD68) in microglia was detected by immunofluorescence. ResultAfter eight weeks of CUMS, compared with the normal group, the mice in the model group had a significantly reduced sucrose preference rate (P<0.01), and the activity in the central area of the OPT was significantly reduced (P<0.01). The activity in the open arm area of the EPM test was significantly reduced (P<0.05), and the immobility time of FST was increased (P<0.01). The expression levels of inflammatory proteins IL-1β, IL-6, and iNOS were increased (P<0.01), and the fluorescence co-localization index of Iba1 and CD68 was increased (P<0.05). The protein expression levels of GSK-3β and C/EBPβ were significantly increased (P<0.05, P<0.01). After four weeks of SNS intervention, compared with the model group, the mice in the SNS group had significantly increased sucrose preference rate (P<0.01), significantly increased activities in the central area and the open arm area in the OPT and the EPM test (P<0.05), and significantly reduced immobility time in the FST (P< 0.01). The protein expression levels of IL-1β, IL-6, and iNOS were significantly decreased (P<0.05), and the fluorescence co-localization index of Iba1 and CD68 was decreased in the high-dose SNS group (P<0.05). The protein expression levels of GSK-3β and C/EBPβ in the medium-dose and high-dose SNS groups were significantly decreased (P<0.01), and that of A20 was significantly increased (P<0.01). ConclusionThe antidepressant effect of SNS is related to the regulation of GSK-3β/A20/C/EBPβ protein expression and the inhibition of M1-type activation of microglia. 
		                        		
		                        		
		                        		
		                        	
            

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