Objective To establish animal models by implanting Gynemesh polypropylene mesh and Mersilene tape into the abdominal walls of rats,followed by conducting mechanical experiments and performing HE staining on abdominal wall tissues at 30 and 90 days post-implantation,respectively,in order to evaluate the biomechanical properties and histocompatibility of the two types of meshes.Methods The Gynemesh mesh and Mersilene tape were implanted into the abdominal wall of adult female rats(n=10)using W6977M polyester non-absorbable sutures and V-Loc absorbable sutures.The rats were randomly assigned to either a 30-day group or a 90-day group(n=5 per group)based on different experimental time points.Mechanical tests were conducted at these time points to evaluate the ultimate load required for avulsion of the meshes from the abdominal wall.Following the mechanical experiments,the tissues surrounding the meshes were harvested for hematoxylin and eosin(HE)staining.The inflammatory response,neovascularization,and fibroblast proliferation in the tissues were scored to compare the histocompatibility of the two types of meshes.Results(1)In the 30-day group,the ultimate load values were as follows:Gynemesh+6977(14.96±2.22)N,Gynemesh+V-Loc(12.73±1.11)N,Mersilene+6977(10.65±0.91)N,and Mersilene+V-Loc(8.70±1.18)N.No statistically significant difference was observed in the ultimate load between the Gynemesh+6977 and Gynemesh+V-Loc groups(P=0.12),whereas statistically significant differences were noted among the other groups(P<0.05).(2)In the 90-day group,the ultimate load values were as follows:Gynemesh+6977(18.97±0.59)N,Gynemesh+V-Loc(18.18±0.54)N,Mersilene+6977(13.87±0.67)N,and Mersilene+V-Loc(10.41±0.73)N.No statistically significant difference was observed in the ultimate load between the Gynemesh+6977 and Gynemesh+V-Loc groups(P=0.06),while statistically significant differences were noted among the other groups(P<0.05).(3)The ultimate load at 90 days for each group was significantly greater than that at 30 days,with statistically significant differences observed across all groups(P<0.05).(4)In the 30-day group,Gynemesh exhibited a lower inflammatory response compared to Mersilene tape(2.0±0.69 vs.3.10±0.71,P<0.05),with no statistically significant differences in neovascular-ization or fibroblast proliferation(2.37±0.61 vs.2.40±0.62,P=0.84;2.43±0.73 vs.2.63±0.67,P=0.27).In the 90-day group,Gynemesh demonstrated a lower inflammatory response score(1.10±0.66 vs.2.00±0.74,P<0.05),reduced fibroblast proliferation(2.87±0.68 vs.3.27±0.67,P<0.05),and no significant difference in neovascular proliferation(2.20±0.55 vs.2.13±0.68,P=0.68)compared to Mersilene tape.(5)The inflam-matory response for both mesh types was higher in the 30-day group compared to the 90-day group(Gynemesh group:2.0±0.69 vs.1.10±0.66,P<0.05;Mersilene group:3.13±0.73 vs.2.0±0.74,P<0.05).Additionally,the degree of fibroblast proliferation was lower in the 30-day group than in the 90-day group(Gynemesh group:2.43±0.73 vs.2.87±0.68,P<0.05;Mersilene group:2.63±0.67 vs.3.27±0.69,P<0.05).However,there was no statistically significant difference in neovascularization proliferation between the two groups(Gynemesh group:2.53±0.74 vs.2.47±0.74,P=0.81;Mersilene group:2.40±0.62 vs.2.13±0.68,P=0.12).Conclusion Compared with Mersilene tape,Gynemesh polypropylene mesh exhibits superior tensile strength and enhanced biocompatibility.

Objective:Against the backdrop of population aging and air pollution,this study examined the re-gional distribution of depressive symptoms among middle-aged and elderly people in China and explores the influ-ence of patrticulate matter 2.5(PM2.5)concentration on these symptoms.This study examined the regional distri-bution of depressive symptoms in middle-aged and elderly people in China and explores the influence of PM2.5 concentration and related factors on these symptoms.Methods:Middle-aged and elderly people aged 45 years and above in CHARLS database in 2013,2015 and 2018 were selected as research objects,and the Center for Epidemio-logic Studies Depression Scale(CESD-10)to obtain the detection rate of depressive symptoms.The PM2.5 concen-tration data were derived from the annual data of the China Environmental Monitoring Station.t-test,x2 test and DID model were used to analyze the related factors of depressive symptoms.Stata17.0 and Arc GIS10.8 were used for spatial autocorrelation analysis to explore the regional distribution and relationship of depressive symptoms in mid-dle-aged and elderly people in China.Results:From east to west,the detection rate of depressive symptoms in mid-dle-aged and elderly people in China showed an increasing trend.The regional distribution of PM2.5 mainly showed that the central region was higher than the northern and southern regions and the western region(except Xinjiang)was higher than the eastern region.Conclusion:Both the PM2.5 concentration and depression symptoms exhibit spatial clustering across China.PM2.5 has a negative impact on depression symptoms in middle-aged and elderly people,with other related factors including gender,age,education level,marital status,living area,smoking status.

Objective:To observe the efficacy and safety of Tianchan capsule on chemotherapy-induced peripheral neuropathic pain (CIPNP) .Methods:A total of 120 CIPNP patients with Karnofsky performance status (KPS) score higher than 60 admitted to the Nantong Tumor Hospital, Jiangsu Province and Suzhou Hospital of Traditional Chinese Medicine from April 2023 to April 2024 were selected as study objects. Patients were divided into control group (cisplatin/paclitaxel) and observation group (cisplatin/paclitaxel+Tianchan capsule) according to random number table method, with 60 cases in each group. After 28 days of treatment, the clinical efficacy, adverse reactions, numberical rating scale (NRS) score, quality of life score, Traditional Chinese Medicine (TCM) syndrome score and neurotoxicity grading score before and after treatment were observed and compared between the two groups.Results:Twenty-eight days after treatment, the total effective rate of the control group was 0 (0/60) , while the total effective rate of the observation group was 83.33% (50/60) , with a statistically significant difference ( χ2=85.71, P<0.001) . The NRS scores of the control group before treatment and at 7, 14, and 28 days after treatment were 6.18±1.71, 6.17±1.72, 6.20±1.70 and 6.22±1.70, respectively, with no statistically significant difference ( F=-1.43, P=0.160) . The NRS scores of the observation group before treatment and at 7, 14, and 28 days after treatment were 6.05±1.76, 5.17±1.42, 3.76±1.16, and 2.00±0.80, respectively, with a statistically significant difference ( F=22.89, P<0.001) . The NRS scores of the observation group at 7, 14, and 28 days after treatment were all lower than those of the control group, with statistically significant differences (all P<0.001) . Further pairwise comparison showed that, NRS scores in the observation group gradually decreased from before treatment to after 7, 14 and 28 days of treatment (all P<0.05) . Before treatment and 7, 14, and 28 days after treatment in the control group, the KPS scores were 67.33±6.43, 67.25±6.29, 67.08±6.14 and 66.75±5.80, respectively, with no statistically significant difference ( F=2.18, P=0.340) . Before treatment and 7, 14, and 28 days after treatment in the observation group, the KPS scores were 67.17±6.49, 68.33±6.32, 71.25±7.68 and 79.42±5.30, respectively, with a statistically significant difference ( F=-19.33, P<0.001) . The KPS scores of the observation group at 14 and 28 days after treatment were both higher than those of the control group, with statistically significant differences ( t=-3.33, P<0.001; t=-12.66, P<0.001) . Further pairwise comparison showed that, the KPS scores of the observation group were higher at 28 days after treatment compared to pre-treatment levels, as well as to those at 7 and 14 days after treatment (all P<0.05) . The scores of TCM syndrome showed that the scores of burnout and fatigue were 3.03±0.66 before treatment and 3.03±0.66 after 28 days of treatment in the control group, respectively, with no statistically significant difference ( t<0.01, P>0.999) . In the observation group, the scores were 3.02±0.60 and 1.97±0.52, respectively, with a statistically significant difference ( t=21.00, P<0.001) . The scores of hypochondriac pain were 3.05±0.68 before treatment and 3.07±0.63 after 28 days of treatment in the control group, respectively, with no statistically significant difference ( t=-0.57, P=0.568) . In the observation group, the scores were 3.03±0.66 and 2.02±0.57, respectively, with a statistically significant difference ( t=18.25, P<0.001) . The scores of pale complexion were 2.87±0.50 and 2.85±0.48 in the control group before treatment and 28 days after treatment, respectively, with no statistically significant difference ( t=-0.57, P=0.568) . In the observation group, the scores were 2.93±0.55 and 1.93±0.55, respectively, with a statistically significant difference ( t=24.29, P<0.001) . The scores of loss of appetite were 2.90±0.60 and 2.90±0.63 in the control group before treatment and after 28 days of treatment, respectively, with no statistically significant difference ( t<0.01, P>0.999) . In the observation group, the scores were 2.95±0.57 and 1.98±0.60, respectively, with a statistically significant difference ( t=20.42, P<0.001) . After 28 days of treatment, the scores of burnout and fatigue, hypochondriac pain, pale complexion and loss of appetite in the observation group were lower than those in the control group (all P<0.001) . Comparison of neurotoxicity grading showed that the scores of peripheral sensory nerve disorder were 2.54±0.50 before treatment and 2.58±0.49 after 28 days of treatment in the control group, respectively, with no statistically significant difference ( t=-0.40, P=0.690) . The scores in the observation group were 2.52±0.50 and 2.00±0.00, respectively, with a statistically significant difference ( t=7.29, P<0.001) . The scores of peripheral motor nerve disorder were 2.44±0.51 before treatment and 2.36±0.48 after 28 days of treatment, respectively, with no statistically significant difference ( t=0.81, P=0.419) . In the observation group, the scores were 2.46±0.50 and 2.00±0.10, respectively, with a statistically significant difference ( t=6.49, P<0.001) . Neuralgia score: Before treatment and after 28 days of treatment, the scores in the control group were 2.14±0.49 and 2.18±0.48, respectively, with no statistically significant difference ( t=-0.41, P=0.683) . The scores in the observation group were 2.16±0.51 and 1.72±0.46, respectively, with a statistically significant difference ( t=4.56, P<0.001) . After 28 days of treatment, the scores of peripheral sensory nerve disorder, peripheral motor nerve disorder and neuralgia in the observation group were lower than those in the control group (all P<0.001) . Patients in both control group and observation group had different degrees of diarrhea, nausea and vomiting, but there was no statistically significant difference in total incidence of adverse reactions between the two groups ( χ2=0.22, P=0.637) . Conclusions:Tianchan capsule can effectively reduce the pain degree of patients with CIPNP, improve the quality of life of patients and has good safety.

BACKGROUND:Our previous studies found that decreased expression of connexin 43 and its Ser368 phosphorylation after myocardial hypothermic ischemia-reperfusion was closely associated with decreased cardiac conduction velocity and reperfusion arrhythmia.OBJECTIVE:To observe the effect of changes in membrane-type matrix metalloproteinase 2,matrix metalloproteinase 2 and collagen type Ⅳ on the expression of connexin 43 and its Ser368 phosphorylation and electrical conduction in the myocardial extracellular matrix after hypothermic ischemia-reperfusion.METHODS:Sixteen Langendorff extracorporeal cardiac perfusion models were successfully established from SD rats and randomly divided into a control group(n=8)and a hypothermic ischemia-reperfusion group(n=8).The control group was balanced perfused with 37 ℃ Krebs-Henseleit solution for 15 minutes and then continued to be perfused with 37 ℃ Krebs-Henseleit solution for 90 minutes.The hypothermic ischemia-reperfusion group was balanced perfused with 37 ℃ Krebs-Henseleit solution for 15 minutes,and then the heart was arrested for 60 minutes by injection of 4 ℃ Thomas solution.During the cardiac arrest,the periphery was protected by 4 ℃ Krebs-Henseleit solution.Half-volume 4 ℃ Thomas solution was reperfused 30 minutes after the arrest.After stopping the arrest,the heart was reperfused with 37 ℃ Krebs-Henseleit solution for 30 minutes.The occurrence of arrhythmias,rebeating time,and the duration of arrhythmias were recorded from the immediate time point to the end of the reperfusion period.Conduction velocity,absolute inhomogeneity,and inhomogeneity index were measured using the Mapping Lab multi-channel electrophysiological mapping system at the time of balanced perfusion for 15 minutes(T1),reperfusion for 15 minutes/continuous perfusion for 90 minutes(T2),and reperfusion for 30 minutes/continuous perfusion for 105 minutes(T3).The relative expression levels of membrane-type matrix metalloproteinase 2,matrix metalloproteinase 2,collagen type Ⅳ,connexin 43,and its Ser368 phosphorylation in ventricular tissue were detected by western blot assay.RESULTS AND CONCLUSION:(1)No arrhythmia occurred in the control group.There were six cases of arrhythmia in the hypothermic ischemia-reperfusion group during reperfusion.Rebeating time and duration of arrhythmias were(25.38+12.02)and(158.67±67.68)seconds,respectively.(2)The conduction sochronal diagrams at T1,T2,and T3 in the control group were uniform and regular in direction,and the conduction velocity at T2 and T3 was not different from that at T1(P＞0.05).The conduction isochronal diagrams at T2 and T3 in the hypothermic ischemia-reperfusion group were uneven and irregular in direction,and the conduction velocity was slower than that at T1(P＜0.01).The conduction velocity at T2 and T3 in the hypothermic ischemia-reperfusion group was slower than that in the control group(P＜0.01).Conduction dispersion was greater in the hypothermic ischemia-reperfusion group than that in the control group at T2 and T3(P＜0.05).(3)Compared with the control group,the protein expressions of membrane-type matrix metalloproteinase 2 and matrix metalloproteinase 2 in the hypothermic ischemia-reperfusion group were increased(P＜0.05 or P＜0.01),and the protein expression levels of type Ⅳ collagen,connexin 43 and its Ser368 phosphorylation were decreased(P＜0.05 or P＜0.01).(4)The results indicate that after hypothermic ischemia-reperfusion,myocardial extracellular matrix remodeling may mediate the downregulation of myocardial connexin 43 and its Ser368 phosphorylation,slowed conduction velocity and increased conduction dispersion,thereby increasing the risk of arrhythmia.

Objective:Against the backdrop of population aging and air pollution,this study examined the re-gional distribution of depressive symptoms among middle-aged and elderly people in China and explores the influ-ence of patrticulate matter 2.5(PM2.5)concentration on these symptoms.This study examined the regional distri-bution of depressive symptoms in middle-aged and elderly people in China and explores the influence of PM2.5 concentration and related factors on these symptoms.Methods:Middle-aged and elderly people aged 45 years and above in CHARLS database in 2013,2015 and 2018 were selected as research objects,and the Center for Epidemio-logic Studies Depression Scale(CESD-10)to obtain the detection rate of depressive symptoms.The PM2.5 concen-tration data were derived from the annual data of the China Environmental Monitoring Station.t-test,x2 test and DID model were used to analyze the related factors of depressive symptoms.Stata17.0 and Arc GIS10.8 were used for spatial autocorrelation analysis to explore the regional distribution and relationship of depressive symptoms in mid-dle-aged and elderly people in China.Results:From east to west,the detection rate of depressive symptoms in mid-dle-aged and elderly people in China showed an increasing trend.The regional distribution of PM2.5 mainly showed that the central region was higher than the northern and southern regions and the western region(except Xinjiang)was higher than the eastern region.Conclusion:Both the PM2.5 concentration and depression symptoms exhibit spatial clustering across China.PM2.5 has a negative impact on depression symptoms in middle-aged and elderly people,with other related factors including gender,age,education level,marital status,living area,smoking status.

Objective To establish animal models by implanting Gynemesh polypropylene mesh and Mersilene tape into the abdominal walls of rats,followed by conducting mechanical experiments and performing HE staining on abdominal wall tissues at 30 and 90 days post-implantation,respectively,in order to evaluate the biomechanical properties and histocompatibility of the two types of meshes.Methods The Gynemesh mesh and Mersilene tape were implanted into the abdominal wall of adult female rats(n=10)using W6977M polyester non-absorbable sutures and V-Loc absorbable sutures.The rats were randomly assigned to either a 30-day group or a 90-day group(n=5 per group)based on different experimental time points.Mechanical tests were conducted at these time points to evaluate the ultimate load required for avulsion of the meshes from the abdominal wall.Following the mechanical experiments,the tissues surrounding the meshes were harvested for hematoxylin and eosin(HE)staining.The inflammatory response,neovascularization,and fibroblast proliferation in the tissues were scored to compare the histocompatibility of the two types of meshes.Results(1)In the 30-day group,the ultimate load values were as follows:Gynemesh+6977(14.96±2.22)N,Gynemesh+V-Loc(12.73±1.11)N,Mersilene+6977(10.65±0.91)N,and Mersilene+V-Loc(8.70±1.18)N.No statistically significant difference was observed in the ultimate load between the Gynemesh+6977 and Gynemesh+V-Loc groups(P=0.12),whereas statistically significant differences were noted among the other groups(P<0.05).(2)In the 90-day group,the ultimate load values were as follows:Gynemesh+6977(18.97±0.59)N,Gynemesh+V-Loc(18.18±0.54)N,Mersilene+6977(13.87±0.67)N,and Mersilene+V-Loc(10.41±0.73)N.No statistically significant difference was observed in the ultimate load between the Gynemesh+6977 and Gynemesh+V-Loc groups(P=0.06),while statistically significant differences were noted among the other groups(P<0.05).(3)The ultimate load at 90 days for each group was significantly greater than that at 30 days,with statistically significant differences observed across all groups(P<0.05).(4)In the 30-day group,Gynemesh exhibited a lower inflammatory response compared to Mersilene tape(2.0±0.69 vs.3.10±0.71,P<0.05),with no statistically significant differences in neovascular-ization or fibroblast proliferation(2.37±0.61 vs.2.40±0.62,P=0.84;2.43±0.73 vs.2.63±0.67,P=0.27).In the 90-day group,Gynemesh demonstrated a lower inflammatory response score(1.10±0.66 vs.2.00±0.74,P<0.05),reduced fibroblast proliferation(2.87±0.68 vs.3.27±0.67,P<0.05),and no significant difference in neovascular proliferation(2.20±0.55 vs.2.13±0.68,P=0.68)compared to Mersilene tape.(5)The inflam-matory response for both mesh types was higher in the 30-day group compared to the 90-day group(Gynemesh group:2.0±0.69 vs.1.10±0.66,P<0.05;Mersilene group:3.13±0.73 vs.2.0±0.74,P<0.05).Additionally,the degree of fibroblast proliferation was lower in the 30-day group than in the 90-day group(Gynemesh group:2.43±0.73 vs.2.87±0.68,P<0.05;Mersilene group:2.63±0.67 vs.3.27±0.69,P<0.05).However,there was no statistically significant difference in neovascularization proliferation between the two groups(Gynemesh group:2.53±0.74 vs.2.47±0.74,P=0.81;Mersilene group:2.40±0.62 vs.2.13±0.68,P=0.12).Conclusion Compared with Mersilene tape,Gynemesh polypropylene mesh exhibits superior tensile strength and enhanced biocompatibility.

BACKGROUND:Our previous studies found that decreased expression of connexin 43 and its Ser368 phosphorylation after myocardial hypothermic ischemia-reperfusion was closely associated with decreased cardiac conduction velocity and reperfusion arrhythmia.OBJECTIVE:To observe the effect of changes in membrane-type matrix metalloproteinase 2,matrix metalloproteinase 2 and collagen type Ⅳ on the expression of connexin 43 and its Ser368 phosphorylation and electrical conduction in the myocardial extracellular matrix after hypothermic ischemia-reperfusion.METHODS:Sixteen Langendorff extracorporeal cardiac perfusion models were successfully established from SD rats and randomly divided into a control group(n=8)and a hypothermic ischemia-reperfusion group(n=8).The control group was balanced perfused with 37 ℃ Krebs-Henseleit solution for 15 minutes and then continued to be perfused with 37 ℃ Krebs-Henseleit solution for 90 minutes.The hypothermic ischemia-reperfusion group was balanced perfused with 37 ℃ Krebs-Henseleit solution for 15 minutes,and then the heart was arrested for 60 minutes by injection of 4 ℃ Thomas solution.During the cardiac arrest,the periphery was protected by 4 ℃ Krebs-Henseleit solution.Half-volume 4 ℃ Thomas solution was reperfused 30 minutes after the arrest.After stopping the arrest,the heart was reperfused with 37 ℃ Krebs-Henseleit solution for 30 minutes.The occurrence of arrhythmias,rebeating time,and the duration of arrhythmias were recorded from the immediate time point to the end of the reperfusion period.Conduction velocity,absolute inhomogeneity,and inhomogeneity index were measured using the Mapping Lab multi-channel electrophysiological mapping system at the time of balanced perfusion for 15 minutes(T1),reperfusion for 15 minutes/continuous perfusion for 90 minutes(T2),and reperfusion for 30 minutes/continuous perfusion for 105 minutes(T3).The relative expression levels of membrane-type matrix metalloproteinase 2,matrix metalloproteinase 2,collagen type Ⅳ,connexin 43,and its Ser368 phosphorylation in ventricular tissue were detected by western blot assay.RESULTS AND CONCLUSION:(1)No arrhythmia occurred in the control group.There were six cases of arrhythmia in the hypothermic ischemia-reperfusion group during reperfusion.Rebeating time and duration of arrhythmias were(25.38+12.02)and(158.67±67.68)seconds,respectively.(2)The conduction sochronal diagrams at T1,T2,and T3 in the control group were uniform and regular in direction,and the conduction velocity at T2 and T3 was not different from that at T1(P＞0.05).The conduction isochronal diagrams at T2 and T3 in the hypothermic ischemia-reperfusion group were uneven and irregular in direction,and the conduction velocity was slower than that at T1(P＜0.01).The conduction velocity at T2 and T3 in the hypothermic ischemia-reperfusion group was slower than that in the control group(P＜0.01).Conduction dispersion was greater in the hypothermic ischemia-reperfusion group than that in the control group at T2 and T3(P＜0.05).(3)Compared with the control group,the protein expressions of membrane-type matrix metalloproteinase 2 and matrix metalloproteinase 2 in the hypothermic ischemia-reperfusion group were increased(P＜0.05 or P＜0.01),and the protein expression levels of type Ⅳ collagen,connexin 43 and its Ser368 phosphorylation were decreased(P＜0.05 or P＜0.01).(4)The results indicate that after hypothermic ischemia-reperfusion,myocardial extracellular matrix remodeling may mediate the downregulation of myocardial connexin 43 and its Ser368 phosphorylation,slowed conduction velocity and increased conduction dispersion,thereby increasing the risk of arrhythmia.

Objective To observe the protective effects of codonopsis pilosulae polysaccharide on lung tissues in mice with acute lung injury(ALI)induced by lipopolysaccharide(LPS)and its mechanism.Methods Fifty male Kunming mice were randomly divided into control group,model group,dexamethasone group,codonopsis polysaccharide high-dose group(300 mg/kg)and codonopsis polysaccharide low-dose group(150 mg/kg).The ALI model was established by intraperitoneal injection of LPS.All mice were given gavage administration according to the grouping except for the control group.0.3 s force expiratory volume(FEV 0.3)and force spirometry(FVC)and their ratios were measured using multiparametric lung function test system.The histopathology change of mouse lung was detected by hematoxylin-eosin(HE)staining,and the classification and count of inflammatory cells in alveolar lavage fluid(BALF)was detected by Richter-Giemsa staining.Levels of IL-1β,IL-6,MPO and TNF-α were measured by ELISA in BALF,and Western blot was used to detect the protein expression level of p-p38,p-IκB-α and p-p65.Results Compared with those in the control group,lung histopathological damage was more pronounced in the model mice,with significantly lower FEV 0.3,FVC,FEV0.3/FVC assay value,but signifi-cantly higher lung tissue wet mass/dry mass(W/D),neutrophils,lymphocytes,IL-1β,IL-6,MPO,TNF-α,p-p38 MAPK,p-IκB-α,and p-p65(P<0.05);while codonopsis pilosulae polysaccharide could significantly reverse these effects.Conclusion Codonopsis pilosulae polysaccharide plays a protective role against LPS-induced ALI via inhibiting MAPK/NF-κB pathway to reduce the pathological damage of lung tissue,and the level of inflammatory factors,thus to improve lung function in ALI model mice.

Aiming at the non-stationarity and temporal characteristics of variable-length electrocardiogram(ECG)signals,an arrhythmia identification algorithm is proposed based on continuous wavelet transform and higher-order statistics.Considering the varying number of data points for each sample in variable-length ECG signals,the RR interval interpolation method is employed for data preprocessing,and the signal is decomposed into different time-frequency components using continuous wavelet transform,which enables the network to better extract both temporal and frequency features from the ECG signals.Regarding the issue of insufficient utilization of temporal information,a temporal mining module is introduced based on higher-order statistics and long short-term memory network to capture and learn long-term dependencies in the ECG signals,thereby facilitating the identification and understanding of specific arrhythmia categories.Extensive experiments conducted on the publicly available MIT-BIH ECG database validate the effectiveness and superiority of the proposed method.

Objective: To explore the mediating effect of rumination between life events and learning value doubt among junior high school students, so as to provide reference for the psychological health education of junior high school students. Methods: From March to July 2023, a total of 930 junior high school students from Guangdong, Jiangsu and Hebei were selected by a combination of convenient sampling methods. Participants completed the Scales of Value of Learning (SVL), Ruminative Response scale (RRS) and Adolescent Self rating Life Events Checklist (ASLEC). The t test and ANOVA were used for inter group comparisons and Pearson correlation analysis was used for correlation analysis and bootstrap method was used for mediating effect test. Results: The life events of junior middle school students were positively correlated with learning value doubt ( r =0.18), rumination ( r = 0.65 ) and its three dimensions (brooding, reflective pondering, and symptom focused rumination) ( r =0.60, 0.59, 0.66). Learning value doubt was positively correlated with rumination ( r =0.15) and its three dimensions ( r =0.07, 0.13, 0.19) ( P <0.05).The symptom focused rumination (effect size=0.09, 95% CI =0.06-0.11) and brooding (effect size=-0.07, 95% CI =-0.09--0.04) dimensions partially mediated the relationship between life events and learning value doubt. In the two influential pathways, symptom focused rumination exerts a stronger impact, and the difference was statistically significant (effect size=0.15, 95% CI =0.11- 0.20 , excluding 0) ( P <0.05). Conclusions Life events experienced by junior high school students can positively predict learning value doubt through symptom focused rumination, and negatively predict learning value doubt through brooding. Active attention should be paid to the mental health status of junior high school students, intervene promptly when they experience life events, reduce symptom based rumination, and improve their learning enthusiasm.