1.Study on Compatibility and Efficacy of Blood-activating Herb Pairs Based on Graph Convolution Network
Jingai WANG ; Qikai NIU ; Wenjing ZONG ; Ziling ZENG ; Siwei TIAN ; Siqi ZHANG ; Yuwen ZHAO ; Huamin ZHANG ; Bingjie HUO ; Bing LI
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(8):228-234
ObjectiveThis study aims to develop a prediction model for the compatibility of Chinese medicinal pairs based on Graph Convolutional Networks (GCN), named HC-GCN. The model integrates the properties of herbs with modern pharmacological mechanisms to predict pairs with specific therapeutic effects. It serves as a demonstration by applying the model to predict and validate the efficacy of blood-activating herb pairs. MethodsThe training dataset for herb pair prediction was constructed by systematically collecting commonly used herb pairs along with their characteristic data, including Qi, flavor, meridian tropism, and target genes. Integrating traditional characteristics of herb with modern bioinformatics, we developed an efficacy-oriented herb pair compatibility prediction model (HC-GCN) using graph convolutional networks (GCN). This model leverages machine learning to capture the complex relationships in herb pair compatibility, weighted by efficacy features. The performance of the HC-GCN model was evaluated using accuracy (ACC), recall, precision, F1 score (F1), and area under the ROC curve (AUC). Its predictive effectiveness was then compared to five other machine learning models: eXtreme Gradient Boosting (XGBoost), logistic regression (LR), Naive Bayes, K-nearest neighbor (KNN), and support vector machine (SVM). ResultsUsing herb pairs with blood-activating effects as a demonstration, a prediction model was constructed based on a foundational dataset of 46 blood-activating herb pairs, incorporating their Qi, flavor, meridian tropism, and target gene characteristics. The HC-GCN model outperforms other commonly used machine learning models in key performance metrics, including ACC, recall, precision, F1 score, and AUC. Through the predictive analysis of the HC-GCN model, 60 herb pairs with blood-activating effects were successfully identified. Among of these potential herb pairs, 44 include at least one herb with blood-activating effects. ConclusionIn this study, we established an efficacy-oriented compatibility prediction model for herb pairs based on GCN by integrating the unique characteristics of traditional herbs with modern pharmacological mechanisms. This model demonstrated high predictive performance, offering a novel approach for the intelligent screening and optimization of traditional Chinese medicine prescriptions, as well as their clinical applications.
2.Zhenwutang Ameliorates Diabetic Kidney Disease in Mice with Spleen-kidney Yang Deficiency via Nrf2/HO-1/GPX4 Signaling Pathway
Zhe ZHAO ; Guangshun CHEN ; Min BAI ; Yuqiu JIN ; Mengyuan TIAN ; Bing SONG ; Zhenhua LIU ; Yanying ZHANG
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(15):29-37
ObjectiveTo investigate the effect and mechanism of Zhenwutang on renal oxidative damage in the mouse model of diabetic kidney disease with the syndrome of spleen-kidney Yang deficiency via the nuclear factor erythroid 2-related factor-2 (Nrf2)/heme oxygenase-1 (HO-1)/glutathione peroxidase 4 (GPX4) signaling pathway. MethodTwenty-five 7-week-old SPF-grade male db/m mice and 95 7-week-old SPF-grade male db/db mice were adaptively fed for a week. A blank group was set with the db/m mice without treatment, and the other mice were administrated with Rhei Radix et Rhizoma decoction and hydrocortisone for the modeling of diabetic kidney disease with the syndrome of spleen-kidney Yang deficiency. The modeled mice were randomized into the model, irbesartan (25 mg·kg-1), and high-, medium-, low-dose (33.8, 16.9, 8.45 g·kg-1) Zhenwutang groups (n=15) and administrated with corresponding drugs for 8 weeks. The survival status of mice was observed, and the traditional Chinese medicine (TCM) syndrome score was recorded. The indicators related to spleen-kidney Yang deficiency, fasting blood glucose (FBG), and renal function indicators were determined. Hematoxylin-eosin staining was employed to observe the histopathological changes of the renal tissue in each group. Biochemical kits were used to determine the oxidative stress-related indicators in the renal tissue. Real-time polymerase chain reaction and Western blotting were employed to determine the mRNA and protein levels, respectively, of Nrf2, HO-1, glutamate-cysteine ligase catalytic subunit (GCLC), and GPX4 in the renal tissue of mice in each group. ResultCompared with the blank group, the modeling increased the TCM syndrome score (P<0.05), elevated the estradiol (E2) and FBG levels (P<0.05), lowered the testosterone (T), triiodothyronine (T3), and tetraiodothyronine (T4) levels (P<0.05), and weakened the renal function (P<0.05). In addition, the modeling led to glomerular hypertrophy and glomerular mesangial and basal thickening, decreased the catalase (CAT) activity, total antioxidant capacity (T-AOC), and glutathione (GSH) content (P<0.05), increased the malondialdehyde (MDA) content (P<0.05), and down-regulated the mRNA and protein levels of Nrf2, HO-1, GCLC, and GPX4 in the renal tissue (P<0.05). Compared with the model group, high and medium doses of Zhenwutang decreased the TCM syndrome score and E2 content (P<0.05), increased the T, T3, and T4 content (P<0.05), improved the renal function (P<0.05), alleviated the pathological changes in the renal tissue, increased CAT, T-AOC, and GSH (P<0.05), reduced MDA (P<0.05), and up-regulated the mRNA and protein levels of Nrf2, HO-1, GCLC, and GPX4 in the renal tissue (P<0.05). ConclusionZhenwutang can improve the general state and renal function and reduce the oxidative damage and pathological changes in the renal tissue of db/db mice with spleen-kidney Yang deficiency by regulating the Nrf2/HO-1/GPX4 signaling pathway.
3.Inhibitory effects of infigratinib and its pharmacologically active metabolites on CYPs and UGTs in rat liver microsomes
Shi-Yu ZHAO ; Shuai-Bing LIU ; Xia YAO ; Xin TIAN
The Chinese Journal of Clinical Pharmacology 2024;40(16):2368-2372
Objective To evaluate the inhibitory effects of infigratinib and its pharmacologically active metabolites,BHS697 and CQM157,on cytochrome P450(CYPs)and UDP-glucuronosyltransferases(UGTs)in rat liver microsomes.Methods By adopting in vitro incubation method,the tested compounds(infigratinib,BHS697 or CQM157)and rat liver microsomes were incubated with the specific probe substrates of CYP2B6,CYP2C8,CYP2C9,CYP2C19,CYP2D6,CYP3 A4,respectively,or the specific probe substrates of UGT1A1,UGT1A3,UGT1A6,UGT1A9,UGT2B7,respectively.The production of characteristic metabolites was detected by high performance liquid chromatography-tandem mass spectrometry.The half maximal inhibitory concentration(IC50)and inhibition constant(Ki)were calculated by GraphPad Prism 8.0.Results Infigratinib,BHS697 and CQM157 weakly inhibited CYP2B6,CYP2C8,CYP2C9,CYP2C19,CYP2D6,CYP3 A4 and UGT1A6,UGT2B7 in rat liver microsomes,with IC50 values all more than 10 μmol·L-1,and moderately inhibited UGT1Al with IC50 values of 2.70,3.17,7.43 μmol·L-,respectively.Infigratinib had a moderate inhibitory effect on UGT1A9 and CQM157 had a moderate inhibitory effect on UGTIA3,with IC50 values of 5.61 and 9.57 μmol·L-1,respectively.The reversible inhibition analysis showed that infigratinib,BHS697 and CQM157 all non-competitively inhibited UGTIA1,with Ki values of 1.83,2.51 and 5.84 μmol·L-1,respectively.Conclusion Infigratinib had moderate inhibitory effects on UGT1A1 and UGT1A9 in rat liver microsomes and its pharmacologically active metabolites,BHS697 and CQM157,also had moderate inhibitory effects on UGT1A1.
4.Epidemiological characteristics of human respiratory syncytial virus among acute respiratory infection cases in 16 provinces of China from 2009 to 2023
Aili CUI ; Baicheng XIA ; Zhen ZHU ; Zhibo XIE ; Liwei SUN ; Jin XU ; Jing XU ; Zhong LI ; Linqing ZHAO ; Xiaoru LONG ; Deshan YU ; Bing ZHU ; Feng ZHANG ; Min MU ; Hui XIE ; Liang CAI ; Yun ZHU ; Xiaoling TIAN ; Bing WANG ; Zhenguo GAO ; Xiaoqing LIU ; Binzhi REN ; Guangyue HAN ; Kongxin HU ; Yan ZHANG
Chinese Journal of Preventive Medicine 2024;58(7):945-951
Objective:To understand the epidemiological characteristics of human respiratory syncytial virus (HRSV) among acute respiratory infection (ARI) cases in 16 provinces of China from 2009 to 2023.Methods:The data of this study were collected from the ARI surveillance data from 16 provinces in China from 2009 to 2023, with a total of 28 278 ARI cases included in the study. The clinical specimens from ARI cases were screened for HRSV nucleic acid from 2009 to 2023, and differences in virus detection rates among cases of different age groups, regions, and months were analyzed.Results:A total of 28 278 ARI cases were enrolled from January 2009 to September 2023. The age of the cases ranged from<1 month to 112 years, and the age M ( Q1, Q3) was 3 years (1 year, 9 years). Among them, 3 062 cases were positive for HRSV nucleic acid, with a total detection rate of 10.83%. From 2009 to 2019, the detection rate of HRSV was 9.33%, and the virus was mainly prevalent in winter and spring. During the Corona Virus Disease 2019 (COVID-19) pandemic, the detection rate of HRSV fluctuated between 6.32% and 18.67%. There was no traditional winter epidemic peak of HRSV from the end of 2022 to the beginning of 2023, and an anti-seasonal epidemic of HRSV occurred from April to May 2023. About 87.95% (2 693/3 062) of positive cases were children under 5 years old, and the difference in the detection rate of HRSV among different age groups was statistically significant ( P<0.001), showing a decreasing trend of HRSV detection rate with the increase of age ( P<0.001). Among them, the HRSV detection rate (25.69%) was highest in children under 6 months. Compared with 2009-2019, the ranking of HRSV detection rates in different age groups changed from high to low between 2020 and 2023, with the age M (Q1, Q3) of HRSV positive cases increasing from 1 year (6 months, 3 years) to 2 years (11 months, 3 years). Conclusion:Through 15 years of continuous HRSV surveillance analysis, children under 5 years old, especially infants under 6 months old, are the main high-risk population for HRSV infection. During the COVID-19 pandemic, the prevalence and patterns of HRSV in China have changed.
5.Clinical and molecular genetic analysis of 18 cases of cerebrotendinous xanthomatosis
Cong TIAN ; Zhifei CHU ; Tongxia ZHANG ; Bing ZHAO ; Xiuhe ZHAO ; Cuiping ZHAO ; Chuanzhu YAN ; Yuying ZHAO
Chinese Journal of Neurology 2024;57(11):1217-1226
Objective:To analyze the clinical and molecular genetic characteristics of patients with cerebrotendinous xanthomatosis (CTX) to increase the awareness of the disease among clinicians.Methods:The clinical data, including the age of onset and diagnosis, clinical manifestations, neuroimaging and neuroelectrophysiology and the genetic data of patients diagnosed with CTX in the Department of Neurology, Qilu Hospital of Shandong University from March 2017 to December 2023 were retrospectively collected and analyzed.Results:A total of 18 patients were enrolled in this study, including 12 males and 6 females.The onset age was 10 (6, 29) years, with a minimum onset age of 3 years and a maximum onset age of 32 years; the period from onset to diagnosis was 19.00 (8.75, 24.25) years, with the shortest being 6 months and the longest being 35 years. Among the 18 patients, 16 patients had symptoms and signs of spastic paralysis, 9 patients had cognitive impairment and peripheral neuropathy, 8 patients had cerebellar ataxia, 3 patients had mental disorders, 3 patients had autonomic nervous dysfunction, and only 2 patients had seizures. Among the non-neurological symptoms, 9 patients had Achilles tendon xanthoma, of whom 1 patient was accompanied by patellar tendon xanthoma; 8 patients had adolescent cataracts, 6 patients had chronic diarrhea since childhood. All patients underwent brain MRI examination, among whom 15 patients had cerebellar dentate nucleus involvement, 10 patients had corticospinal tract involvement and 2 patients had normal brain MRI. Fourteen patients underwent nerve conduction and electromyography examinations, among whom 9 patients presented with multiple peripheral neuropathy characterized by motor or motor sensory demyelination. A total of 17 CYP27A1 gene variants were detected in 18 patients. The c.1420C>T and c.1263+1G>A were the hot-spot mutations in this cohort. Conclusions:Spastic paralysis, cerebellar ataxia, tendon xanthoma and adolescent cataracts are typical manifestations of CTX. The cerebellar dentate nucleus and corticospinal tract are mainly involved on the neuroimaging. It should be noted that some patients lack the typical characteristics mentioned above. The c.1420C>T and c.1263+1G>A are the hot-spot mutations in this cohort.
6.Epidemiological characteristics of human respiratory syncytial virus among acute respiratory infection cases in 16 provinces of China from 2009 to 2023
Aili CUI ; Baicheng XIA ; Zhen ZHU ; Zhibo XIE ; Liwei SUN ; Jin XU ; Jing XU ; Zhong LI ; Linqing ZHAO ; Xiaoru LONG ; Deshan YU ; Bing ZHU ; Feng ZHANG ; Min MU ; Hui XIE ; Liang CAI ; Yun ZHU ; Xiaoling TIAN ; Bing WANG ; Zhenguo GAO ; Xiaoqing LIU ; Binzhi REN ; Guangyue HAN ; Kongxin HU ; Yan ZHANG
Chinese Journal of Preventive Medicine 2024;58(7):945-951
Objective:To understand the epidemiological characteristics of human respiratory syncytial virus (HRSV) among acute respiratory infection (ARI) cases in 16 provinces of China from 2009 to 2023.Methods:The data of this study were collected from the ARI surveillance data from 16 provinces in China from 2009 to 2023, with a total of 28 278 ARI cases included in the study. The clinical specimens from ARI cases were screened for HRSV nucleic acid from 2009 to 2023, and differences in virus detection rates among cases of different age groups, regions, and months were analyzed.Results:A total of 28 278 ARI cases were enrolled from January 2009 to September 2023. The age of the cases ranged from<1 month to 112 years, and the age M ( Q1, Q3) was 3 years (1 year, 9 years). Among them, 3 062 cases were positive for HRSV nucleic acid, with a total detection rate of 10.83%. From 2009 to 2019, the detection rate of HRSV was 9.33%, and the virus was mainly prevalent in winter and spring. During the Corona Virus Disease 2019 (COVID-19) pandemic, the detection rate of HRSV fluctuated between 6.32% and 18.67%. There was no traditional winter epidemic peak of HRSV from the end of 2022 to the beginning of 2023, and an anti-seasonal epidemic of HRSV occurred from April to May 2023. About 87.95% (2 693/3 062) of positive cases were children under 5 years old, and the difference in the detection rate of HRSV among different age groups was statistically significant ( P<0.001), showing a decreasing trend of HRSV detection rate with the increase of age ( P<0.001). Among them, the HRSV detection rate (25.69%) was highest in children under 6 months. Compared with 2009-2019, the ranking of HRSV detection rates in different age groups changed from high to low between 2020 and 2023, with the age M (Q1, Q3) of HRSV positive cases increasing from 1 year (6 months, 3 years) to 2 years (11 months, 3 years). Conclusion:Through 15 years of continuous HRSV surveillance analysis, children under 5 years old, especially infants under 6 months old, are the main high-risk population for HRSV infection. During the COVID-19 pandemic, the prevalence and patterns of HRSV in China have changed.
7.Epidemic characteristics and spatial heterogeneity of hemorrhagic fever with renal syndrome in Hubei Province from 2005 to 2021,China
Yang WU ; Tian LIU ; Jing ZHAO ; Man LIU ; Ye-Qing TONG ; Xu-Hua GUAN ; Hong-Bing PEI
Chinese Journal of Zoonoses 2024;40(7):678-688
This study was aimed at summarizing the epidemiological characteristics and spatial-temporal changes of hemorrhagic fever with renal syndrome(HFRS)in Hubei Province,China from 2005 to 2021,to provide scientific evi-dence for HFRS prevention and control.Data on individual HFRS cases and population information in Hubei Province from 2005 to 2021 were collected from the China Disease Pre-vention and Control Information System.The temporal,spa-tial,and demographic distribution characteristics of HFRS cases are described,and statistical methods such as medians,rates,and composition ratios were used for analysis.Joinpoint re-gression and Spearman's rank correlation were used to analyze the temporal trends in incidence rates or composition ratios.Global autocorrelation and hotspot analysis were conducted for spatial clustering analysis.Binary logistic regression was per-formed to analyze risk factors for HFRS mortality.A total of 5 790 HFRS cases were reported from 2005 to 2021,including 117 deaths.The average annual incidence rate was 0.57 per 100 000 population,and the case fatality rate was 2.02%.The overall incidence rate of HFRS in Hubei Province showed an increasing trend(AAPC=4.05%,95%CI:1.32%-6.78%),whereas the case fatality rate showed a decreasing trend over the years(r,=-0.72,P=0.002).HFRS exhibited a bimodal pattern,with peaks in the spring/summer months(May to July)and in the autumn/winter months(November to January of the following year).The incidence rate during the autumn/winter peak was slightly higher than that in the spring/summer peak.The incidence rate in males was higher than in females(RR=2.96,95%CI:2.79-3.14).The three age groups with the highest incidence rates were 60-64 years(747 cases,1.55 per 100 000),65-69 years(515 cases,1.39 per 100 000),and 55-59 years(762 cases,1.23 per 100 000).The incidence rate(2005:0.05 per 100 000;2021:0.08 per 100 000)and proportion(2005:2.69%;2021:1.94%)of HFRS cases in individuals 14 years or younger showed no significant trend over the years(AAPC=0.14%,95%CI:-0.03%-0.31%;AAPC=-3.64%,95%CI:-8.79%-1.50%).The incidence rate(2005:0.58 per 100 000;2021:1.59 per 100 000)and proportion(2005:14.80%;2021:44.31%)in the age group of 60 years or a-bove showed an increasing trend over the years(AAPC=10.52%,95%CI:4.38%-16.66%;AAPC=175.98%,95%CI:143.20%-208.75%).HFRS cases exhibited significant spatial clustering(P<0.05).The hotspots of HFRS in Hubei Province shifted from the northern region(Xiangyang,Suizhou,Jingmen)in 2005-2007 to the southern region(Qianjiang,Xiantao,Tianmen,Jingzhou)in 2020-2021.Older age(OR=1.02,95%CI:1.01-1.04)and the period of 2005-2008 versus 2017-2021(OR=0.98,95%CI:0.97-0.99)were associated with relatively higher risk of HFRS mortality.In recent years,the HFRS epidemic in Hubei Province has continued to escalate,and areas such as Qianjiang City and other ares in the middle and lower reaches of the Yangtze River have experienced high incidence rates.The population 60 years of age or above is gradually becoming more susceptible to the disease.Targeted measures should be implemented to curb the rising trend of HFRS.
8.m6A modification regulates drug-metabolizing enzymes and drug transporters
Shi-Yu ZHAO ; Shuai-Bing LIU ; Yue-Qin WANG ; Xin TIAN
Chinese Pharmacological Bulletin 2024;40(7):1221-1225
N6-methyladenosine(m6A)is the most abundant modification of RNA methylation,dynamically regulated by"writer"and"eraser",regulating the expression of target genes by modulating key biological processes such as mRNA splicing,stability,and translation,after being recognized and combined by"reader".Recent studies have revealed that m6A modifica-tion can regulate the expression of drug-metabolizing enzymes and transporters,consequently affecting the body's drug meta-bolic rate or intracellular drug concentrations,and ultimately in-fluencing therapeutic outcomes.This article reviews the research progress of the molecular mechanism of m6A modification regula-ting drug-metabolizing enzymes and transporters,so as to pro-vide a new idea for rational and personalized clinicaldrug use.
9.Exploration of the Mechanism of Toddalia asiatica in the Treatment of Ischemic Stroke:Based on Network Pharmacology and Experimental Validation
Jian-Hong GAO ; Dan YANG ; Gang WANG ; Tian-Ying SONG ; Fang-Yu ZHAO ; Xian-Bing CHEN
Chinese Pharmacological Bulletin 2024;40(7):1375-1383
Aim This study aims to investigate the therapeutic effect and underlying mechanism of Todda-lia asiatica in the treatment of ischemic stroke(IS),utilizing network pharmacology,molecular docking technology,and animal experiments.Methods To screen the chemical components of Toddalia asiatica and its targets related to IS,a database was utilized.A protein-protein interaction(PPI)network was con-structed,followed by KEGG pathway enrichment anal-ysis.Molecular docking was performed to investigate the interaction between the components and target pro-teins.Finally,the effects of the drug on the PI3K/AKT/mTOR pathway and autophagy were validated through animal experiments.We established a middle cerebral artery occlusion(MCAO)rat model and di-vided the rats into the model group,Donepezil hydro-chloride group,Toddalia asiatica group,and sham op-eration group randomly.Observed the pathological changes in neurons of the rat hippocampal and cortical regions induced by the drug,performed immunohisto-chemical analysis to detect and localize mTOR expres-sion,and used Western blot to assess the expression levels of PI3K,p-PI3K,AKT,p-AKT,mTOR,as well as autophagy markers(LC3-Ⅱ and p62).Re-sults A total of 22 active ingredients from Toddalia asiatica,including AKT1 and MAPK3,were identified through screening.Additionally,194 signaling path-ways,such as PI3K/AKT and MAPK,were analyzed.The active compounds in Toddalia asiatica demonstra-ted stable binding affinity with targets associated with ischemic stroke.The results of the animal experiment indicated that,compared to the sham-operated group,the neuronal distribution in the hippocampal and corti-cal regions of the model group rats became sparser and more disorganized.There was a decrease in the number of Nissl bodies and cytoplasmic vacuolization.The ex-pression of mTOR-positive cells in the hippocampal and cortical regions was reduced.Additionally,the ex-pression levels of p-PI3K,p-AKT,mTOR,and p62 in the rat hippocampal tissue decreased(P<0.05,P<0.01),while the expression of LC3-Ⅱ increased(P<0.01).Compared with the model group,the rats in the Toddalia asiatica and the Donepezil hydrochloride groups effectively improved the aforementioned indica-tors in rats.Conclusions Network pharmacology a-nalysis has revealed the promising potential of Toddalia asiatica in treating ischemic stroke,attributed to its di-verse components,targets,and pathways.The animal experiment showed that Toddalia asiatica can protect the neuronal structure in the hippocampal and cortical regions,which may be related to the inhibition of ex-cessive autophagy mediated by the PI3 K/AKT/mTOR pathway.
10.Total saponins from Trillium tschonoskii maxim alleviates cerebral ischemia-reperfusion injury by inhibiting ferroptosis through Keap-1/Nrf2/HO-1 and Nrf2/SLC7A11/GPX4 pathways
Jian-Hong GAO ; Tian-Ying SONG ; Chao-Xi TIAN ; Fang-Yu ZHAO ; Yi-Duo HE ; Xin LIU ; Xian-Bing CHEN
Chinese Pharmacological Bulletin 2024;40(10):1850-1857
Aim To examine the neuroprotective im-pacts of total saponins from Trillium tschonoskii maxim(TST)on cerebral ischemia-reperfusion injury(CIRI)in rats and delve into the mechanisms of ferroptosis.Methods The CIRI model was prepared by dividing male SD rats into the model group,TST(0.1 g·kg-1)group,Donepezil hydrochloride(0.45 mg·kg-1)group,and sham group.The cognitive functions of rats in each group were assessed through the Morris water maze test,the changes in neurological function were evaluated using the Zea-Longa method,the infarct area was observed via TTC staining,and the pathologi-cal alterations in brain tissue were analysed using HE and Nissl staining.To further investigate the underly-ing mechanism,the mitochondrial structural changes were examined using transmission electron microscopy,and the levels of GSH-PX,MDA,and SOD were ana-lyzed.Additionally,the expressions of GPX4 and Nrf2 proteins were evaluated through immunohistochemistry and immunofluorescence.Furthermore,the protein lev-els of Keap1/Nrf2/HO-1 and Nrf2/SLC7A11/GPX4 pathways in rats were examined using Western blot-ting.Results The rats in the model group displayed diminished learning and memory capabilities in com-parison to those in the sham group,as well as a signifi-cantly increased cerebral infarction area and higher neurological function scores(P<0.01),significantly increased cerebral infarct area,disordered and loosely arranged neurons,and reduced Nissl bodies.Addition-ally,mitochondria showed typical signs of ferroptosis.Changes related to ferroptosis included decreased activ-ities of SOD and GSH-PX(P<0.01)and increased MDA levels(P<0.01).The expression of GPX4 and Nrf2-positive cells was significantly reduced,along with decreased fluorescence intensity of GPX4.Further-more,the protein expression of Keap1,Nrf2,HO-1,GPX4,SLC7A11 in the hippocampus decreased(P<0.05,P<0.01).Following the administration of TST,these effects showed improvement.Conclusions TST has neuroprotective effects,enhancing learning and memory abilities while reducing oxidative stress levels.The mechanism may involve the inhibition of ferroptosis through the Keap-1/Nrf2/HO-1 and Nrf2/SLC7 A11/GPX4 pathways.

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