1.Identification of Cuproptosis-related Biomarkers in Alzheimer's Disease Based on Bioinformatics and Machine Learning and Clinical Validation and Prediction of Potential Traditional Chinese Medicine
Guofang YU ; Chenling ZHAO ; Liwei TIAN ; Wenming YANG ; Ting DONG
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(20):160-167
		                        		
		                        			
		                        			ObjectiveThis study aims to identify cuproptosis-related gene biomarkers in Alzheimer's disease(AD) using bioinformatics and machine learning methods, validate them at the clinical specimen level, and predict potential traditional Chinese medicine(TCM). MethodsDifferentially expressed genes in the AD group and normal group were obtained using the Gene Expression Omnibus (GEO) database, and intersections were taken with reported cuproptosis-related genes to obtain differentially expressed cuproptosis-related genes. Machine learning methods were applied to identify core differential genes of cuproptosis in AD. Peripheral blood's single nucleated cells from clinical AD patients were collected, and the relative gene expression was clinically verified by real-time polymerase chain reaction(Real-time PCR). Potential TCM regulating cuproptosis for AD were predicted by COREMINE database. ResultsA total of 12 cuproptosis-related genes were obtained, mainly involved in pathways of tricarboxylic acid cycle, 2-oxocarboxylic acid metabolism, and carbon metabolism. Five core cuproptosis-related genes, dihydrolipoamide dehydrogenase (DLD), glutaminase (GLS), pyruvate dehydrogenase E1 subunit beta (PDHB), full name nuclear factor (erythroid-derived 2)-related factor 2 (NFE2L2), and dihydrolipoamide branched-chain transacylase E2 (DBT) were finally screened using four machine methods. Thirty cases each of normal and AD patients were collected clinically. Compared with those in the normal group, minimum mental state examination (MMSE) and Montreal cognitive assessment (MoCA) were significantly decreased in the AD group (P<0.01), Homocysteine(Hcy), interleukin(IL)-6, C-reactive protein(CRP) , and β amyloid protein(Aβ) indexes were significantly increased (P<0.01), and malondialdehyde(MDA) indexes were decreased (P<0.05). Superoxide dismutase(SOD) levels were significantly decreased (P<0.01). The mRNA relative expressions of NFE2L2 and DBT were up-regulated (P<0.05), and those of DLD, GLS, and PDHB were significantly down-regulated (P<0.01). The TCM regulating cuproptosis-related genes for the treatment of AD were mainly based on the four Qi such as warmth, calmness, and cold, and the five flavors including bitterness, sweetness, and pungency, and it was attributed to the meridians of the liver, spleen, stomach, and kidney, with the efficacy of tonifying Qi, activating blood, eliminating phlegm, and resoling dampness. ConclusionDLD, GLS, NFE2L2, PDHB, and DBT can be used as novel diagnostic molecular markers for AD cuproptosis-related genes, and the corresponding potential therapeutic TCM can provide new ideas for the treatment of AD by TCM. 
		                        		
		                        		
		                        		
		                        	
2.Adolescent Smoking Addiction Diagnosis Based on TI-GNN
Xu-Wen WANG ; Da-Hua YU ; Ting XUE ; Xiao-Jiao LI ; Zhen-Zhen MAI ; Fang DONG ; Yu-Xin MA ; Juan WANG ; Kai YUAN
Progress in Biochemistry and Biophysics 2025;52(9):2393-2405
		                        		
		                        			
		                        			ObjectiveTobacco-related diseases remain one of the leading preventable public health challenges worldwide and are among the primary causes of premature death. In recent years, accumulating evidence has supported the classification of nicotine addiction as a chronic brain disease, profoundly affecting both brain structure and function. Despite the urgency, effective diagnostic methods for smoking addiction remain lacking, posing significant challenges for early intervention and treatment. To address this issue and gain deeper insights into the neural mechanisms underlying nicotine dependence, this study proposes a novel graph neural network framework, termed TI-GNN. This model leverages functional magnetic resonance imaging (fMRI) data to identify complex and subtle abnormalities in brain connectivity patterns associated with smoking addiction. MethodsThe study utilizes fMRI data to construct functional connectivity matrices that represent interaction patterns among brain regions. These matrices are interpreted as graphs, where brain regions are nodes and the strength of functional connectivity between them serves as edges. The proposed TI-GNN model integrates a Transformer module to effectively capture global interactions across the entire brain network, enabling a comprehensive understanding of high-level connectivity patterns. Additionally, a spatial attention mechanism is employed to selectively focus on informative inter-regional connections while filtering out irrelevant or noisy features. This design enhances the model’s ability to learn meaningful neural representations crucial for classification tasks. A key innovation of TI-GNN lies in its built-in causal interpretation module, which aims to infer directional and potentially causal relationships among brain regions. This not only improves predictive performance but also enhances model interpretability—an essential attribute for clinical applications. The identification of causal links provides valuable insights into the neuropathological basis of addiction and contributes to the development of biologically plausible and trustworthy diagnostic tools. ResultsExperimental results demonstrate that the TI-GNN model achieves superior classification performance on the smoking addiction dataset, outperforming several state-of-the-art baseline models. Specifically, TI-GNN attains an accuracy of 0.91, an F1-score of 0.91, and a Matthews correlation coefficient (MCC) of 0.83, indicating strong robustness and reliability. Beyond performance metrics, TI-GNN identifies critical abnormal connectivity patterns in several brain regions implicated in addiction. Notably, it highlights dysregulations in the amygdala and the anterior cingulate cortex, consistent with prior clinical and neuroimaging findings. These regions are well known for their roles in emotional regulation, reward processing, and impulse control—functions that are frequently disrupted in nicotine dependence. ConclusionThe TI-GNN framework offers a powerful and interpretable tool for the objective diagnosis of smoking addiction. By integrating advanced graph learning techniques with causal inference capabilities, the model not only achieves high diagnostic accuracy but also elucidates the neurobiological underpinnings of addiction. The identification of specific abnormal brain networks and their causal interactions deepens our understanding of addiction pathophysiology and lays the groundwork for developing targeted intervention strategies and personalized treatment approaches in the future. 
		                        		
		                        		
		                        		
		                        	
3.Controllability Analysis of Structural Brain Networks in Young Smokers
Jing-Jing DING ; Fang DONG ; Hong-De WANG ; Kai YUAN ; Yong-Xin CHENG ; Juan WANG ; Yu-Xin MA ; Ting XUE ; Da-Hua YU
Progress in Biochemistry and Biophysics 2025;52(1):182-193
		                        		
		                        			
		                        			ObjectiveThe controllability changes of structural brain network were explored based on the control and brain network theory in young smokers, this may reveal that the controllability indicators can serve as a powerful factor to predict the sleep status in young smokers. MethodsFifty young smokers and 51 healthy controls from Inner Mongolia University of Science and Technology were enrolled. Diffusion tensor imaging (DTI) was used to construct structural brain network based on fractional anisotropy (FA) weight matrix. According to the control and brain network theory, the average controllability and the modal controllability were calculated. Two-sample t-test was used to compare the differences between the groups and Pearson correlation analysis to examine the correlation between significant average controllability and modal controllability with Fagerström Test of Nicotine Dependence (FTND) in young smokers. The nodes with the controllability score in the top 10% were selected as the super-controllers. Finally, we used BP neural network to predict the Pittsburgh Sleep Quality Index (PSQI) in young smokers. ResultsThe average controllability of dorsolateral superior frontal gyrus, supplementary motor area, lenticular nucleus putamen, and lenticular nucleus pallidum, and the modal controllability of orbital inferior frontal gyrus, supplementary motor area, gyrus rectus, and posterior cingulate gyrus in the young smokers’ group, were all significantly different from those of the healthy controls group (P<0.05). The average controllability of the right supplementary motor area (SMA.R) in the young smokers group was positively correlated with FTND (r=0.393 0, P=0.004 8), while modal controllability was negatively correlated with FTND (r=-0.330 1, P=0.019 2). ConclusionThe controllability of structural brain network in young smokers is abnormal. which may serve as an indicator to predict sleep condition. It may provide the imaging evidence for evaluating the cognitive function impairment in young smokers. 
		                        		
		                        		
		                        		
		                        	
4.Polysaccharides from Chinese herbal medicine: a review on the hepatoprotective and molecular mechanism.
Jifeng LI ; Haolin GUO ; Ying DONG ; Shuo YUAN ; Xiaotong WEI ; Yuxin ZHANG ; Lu DONG ; Fei WANG ; Ting BAI ; Yong YANG
Chinese Journal of Natural Medicines (English Ed.) 2024;22(1):4-14
		                        		
		                        			
		                        			Polysaccharides, predominantly extracted from traditional Chinese medicinal herbs such as Lycium barbarum, Angelica sinensis, Astragalus membranaceus, Dendrobium officinale, Ganoderma lucidum, and Poria cocos, represent principal bioactive constituents extensively utilized in Chinese medicine. These compounds have demonstrated significant anti-inflammatory capabilities, especially anti-liver injury activities, while exhibiting minimal adverse effects. This review summarized recent studies to elucidate the hepatoprotective efficacy and underlying molecular mechanisms of these herbal polysaccharides. It underscored the role of these polysaccharides in regulating hepatic function, enhancing immunological responses, and improving antioxidant capacities, thus contributing to the attenuation of hepatocyte apoptosis and liver protection. Analyses of molecular pathways in these studies revealed the intricate and indispensable functions of traditional Chinese herbal polysaccharides in liver injury management. Therefore, this review provides a thorough examination of the hepatoprotective attributes and molecular mechanisms of these medicinal polysaccharides, thereby offering valuable insights for the advancement of polysaccharide-based therapeutic research and their potential clinical applications in liver disease treatment.
		                        		
		                        		
		                        		
		                        			Humans
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		                        			Drugs, Chinese Herbal/pharmacology*
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		                        			Liver Diseases/drug therapy*
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		                        			Antioxidants
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		                        			Polysaccharides/therapeutic use*
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		                        			Medicine, Chinese Traditional
		                        			
		                        		
		                        	
5.Epidemiology and exposure management of rabies in Shanxi Province, 2011‒2022
Weimin ZHAO ; Guohua LI ; Yunong ZHANG ; Ting FAN ; Xuefen GAO ; Xufeng DONG
Shanghai Journal of Preventive Medicine 2024;36(2):134-137
		                        		
		                        			
		                        			ObjectiveTo analyze the epidemiological features and influencing factors of rabies in Shanxi Province,and to provide evidence to further promote the elimination of rabies in Shanxi Province. MethodsThe incidence data of rabies in Shanxi from 2011 to 2022 were collected and subjected to descriptive analysis. ResultsFrom 2011 to 2022, a total of 348 rabies cases were reported in Shanxi Province, with an average annual incidence of 0.080 3/105. The incidence of rabies showed a downward trend overall. The highest incidence was in August. The cases were mainly farmers, mostly males, and most cases were reported between 50 and 69 years old. The data of cases showed that dogs were the main animals attacking human (93.96%). The incubation period of most cases was 1‒3 months (37.37%).The main exposure site was hand(51.33%). Only 2.66% cases with grade Ⅲ exposure were injected with passive immune agents. ConclusionThe incidence of rabies in Shanxi Province continues to decrease, but there are still loopholes in prevention and control measures. It is necessary to strengthen the management and immunization of dogs,health education, and standardized procedures after exposure to maintain the achievements in the prevention and control of rabies. 
		                        		
		                        		
		                        		
		                        	
6.Randomized Controlled Trial and Correlation Analysis of Gandouling Tablet in Treatment of Abnormal Lipid Metabolism of Wilson's Disease with Turbid Phlegm and Blood Stasis
Feng LIANG ; Ting DONG ; Liwei TIAN ; Chenling ZHAO ; Ruixue GUO ; Qiong WANG ; Yuqi ZHANG
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(12):121-128
		                        		
		                        			
		                        			ObjectiveTo investigate the clinical efficacy of Gandouling tablet (GDL) on abnormal lipid metabolism in Wilson
		                        		
		                        	
8.A Retrospective Study on the Qianyang Fengsui Dan Combined with Flying Needle Therapy in the Treatment of Kidney-Yang Deficiency Type of Insomnia
Hong-Yan YANG ; Bao-Ting XU ; Ling-Ling DONG ; Xiu-Hong LIU ; Yuan-Min LI ; Qing-Bo MIAO ; Chao-Peng LIU
Journal of Guangzhou University of Traditional Chinese Medicine 2024;41(3):664-670
		                        		
		                        			
		                        			Objective To analyze the clinical efficacy of the Qianyang Fengsui Dan(combined with flying needle therapy)in the treatment of kidney-yang deficiency type of insomnia.Methods A retrospective study was conducted to select 82 patients with insomnia admitted to the Department of Traditional Chinese Medicine of Dezhou Hospital of Traditional Chinese Medicine from November 2020 to November 2021,and they were divided into an observation group and a control group according to whether or not they were treated with Qianyang Fengsui Dan combined with flying needle therapy,with 41 cases in each group.The control group was treated with Estazolam,while the observation group was treated with Qianyang Fengsui Dan combined with flying needle therapy on the basis of the treatment of the control group,and the course of treatment was 1 month.The changes of Pittsburgh Sleep Quality Index(PSQI)scores and Epworth Sleepiness Scale(ESS)scores,as well as polysomnographic parameters were observed before and after treatment in the two groups.The changes of γ-aminobutyric acid(GABA),glutamate(GA),substance P(SP),and neuropeptide Y(NPY)levels were compared before and after treatment between the two groups.And followed up for 1 year to compare the incidence of relapce of the two groups of patients.Results(1)The total effective rate was 95.12%(39/41)in the observation group and 63.41%(26/41)in the control group,and the efficacy of the observation group was superior to that of the control group,and the difference was statistically significant(P<0.05).(2)After treatment,PSQI scores and ESS scores of patients in the two groups were significantly improved(P<0.05),and the observation group was significantly superior to the control group in improving PSQI scores and ESS scores,and the differences were statistically significant(P<0.05).(3)After treatment,sleep efficiency,awakening time,sleep latency,REM,and total sleep time were significantly improved in the two groups(P<0.05),and the observation group was significantly superior to the control group in improving sleep efficiency,awakening time,sleep latency,REM,and total sleep time,and the differences were statistically significant(P<0.05).(4)After treatment,the serum GABA,GA,SP,and NPY levels of patients in the two groups were significantly improved(P<0.05),and the observation group was significantly superior to the control group in improving the serum GABA,GA,SP,and NPY levels,and the differences were all statistically significant(P<0.05).(5)After treatment,follow-up for 1 year,the recurrence rate of the observation group was 0,and there were 7 cases of recurrence in the control group,and the recurrence rate of the control group was 17.07%(7/41),and the recurrence rate of the observation group was lower than that of the control group,and the difference was statistically significant(P<0.05).Conclusion The combination of flying needle therapy and Qianyang Fengsui Dan can effectively relieve insomnia and fatigue in patients with insomnia,reduce daytime drowsiness,regulate the release of blood monoamine neurotransmitters,and reduce the relapse rate,and its efficacy is superior to that of simple western medicine treatment.
		                        		
		                        		
		                        		
		                        	
9.Prognostic factor and its predictive value of patients with Wilson's disease-related acute-on-chronic liver failure
Lu-Lu TANG ; Huai-Zhen CHEN ; Jing ZHANG ; Ting DONG ; Jun LI ; Hai-Lin JIANG ; Wen-Ming YANG
Medical Journal of Chinese People's Liberation Army 2024;49(2):131-136
		                        		
		                        			
		                        			Objective To explore the prognostic factor and its predictive value of patients with Wilson disease-related acute-on-chronic liver failure(WD-ACLF).Methods The clinical data of 70 patients diagnosed as WD-ACLF admitted to the Department of Encephalopathy of the First Affiliated Hospital of Anhui University of Chinese Medicine from January 1,2017 to January 1,2022 were retrospectively collected.According to the 12-week prognosis,patients were divided into survival group(n=36)and death group(n=34).The data of the two groups were analyzed by univariate and multivariate logistic analysis to screen the prognostic risk factors and evaluate their predictive value.The model coefficient is omnibus tested,and the model-fitting degree is evaluated by the Hosmer-Lemeshow test.ROC curve was used to analyze the prognostic value for WD-ACLF between the new model and chronic liver failure-sequential organ failure assessment(CLIF-SOFA)score,model for end-stage liver disease(MELD)score and Child-Turcotte-Pugh(CTP)score.Results A total of 70 WD-ACLF patients were enrolled in present study,including 36 cases in survival group[22 males and 14 females with median age of 30.0(17.3,40.0)]and 34 cases in death group[25 males and 9 females with median age of 34.0(28.8,41.0)].Univariate analysis showed that the course of disease,prothrombin time(PT),activated partial thromboplastin time(APTT)were shorter in survival group than that in death group,the white blood cells(WBC),international normalized ratio(INR),aspartate transaminase(AST),total bilirubin(TBIL),blood urea nitrogen(BUN),creatinine(Cre)and ceruloplasmin(CER)levels and the proportion of infection,ascites,and upper gastrointestinal bleeding were lower in survival group than those in death group,however,the proportion of infection,ascites and upper digestive bleeding in the survival group were lower than those in the death group.Meanwhile,the red blood cells(RBC),hemoglobin(Hb),Na+ and total cholesterol(TC)level in the survival group were higher than those in the death group(P<0.05 or P<0.01).The results of multivariate logistic regression analysis showed that disease course(OR=1.176,95%CI 1.043-1.325),INR(OR=7.635,95%CI 1.767-32.980),TBIL(OR=1.012,95%CI 1.003-1.021),and upper gastrointestinal bleeding(OR=11.654,95%CI 1.029-131.980)were independent risk factors affecting the prognosis of WD-ACLF(P<0.05).Based on the results of logistic regression analysis,a joint model for predicting the prognosis of WD-ACLF was established.The AUC of the model for evaluating the prognosis of WD-ACLF was 0.941,which was greater than the CLIF-SOFA score(AUC=0.802),MELD score(AUC=0.897),and CTP score(AUC=0.722).Conclusions The course of disease,TBIL,INR,and upper gastrointestinal bleeding are risk factors that affect the prognosis of WD-ACLF.The prognosis model established based on this can more accurately predict the prognosis of WD-ACLF patients,and its predictive value is superior to CLIF-SOFA score,MELD score,and CTP score.
		                        		
		                        		
		                        		
		                        	
10.Clinical efficacy of TIPS combined with catheter thrombolysis or local treatment for portal vein thrombosis
Ting CUI ; Tao WANG ; Yu ZHANG ; Dan ZHANG ; Zhendong YUE ; Lei WANG ; Zhenghua FAN ; Yifan WU ; Chengbin DONG ; Fuquan LIU
Journal of Interventional Radiology 2024;33(1):22-27
		                        		
		                        			
		                        			Objective To investigate the clinical efficacy of transjugular intrahepatic portosystemic shunt(TIPS)combined with indwelling catheter-directed thrombolysis for the treatment of portal vein thrombosis(PVT).Methods The clinical efficacy of 307 patients with portal hypertension complicated by PVT,who received successful TIPS combined with indwelling catheter-directed thrombolysis at the Affiliated Beijing Shijitan Hospital of Capital Medical University of China between January 2016 and December 2019,were retrospectively analyzed.Before and after TIPS,the inferior vena cava pressure(IVCP)and portal vein pressure(PVP)were measured,and the pre-TIPS,post-TIPS(before thrombolysis),and post-thrombolysis portal pressure gradient(PPG,PPG=PVP-IVCP)was separately calculated.Reexamination of portal venography DSA was performed to determine the degree of PVT disappearance and whether the shunt was unobstructed.All patients were followed up for one year.Results The pre-TIPS,post-TIPS(before thrombolysis),and post-thrombolysis mean PPG was(24.50±6.91)mmHg,(18.51±5.11)mmHg,and(10.17±3.97)mmHg,respectively.The post-thrombolysis mean PPG was strikingly lower than the pre-thrombolysis values,the differences were statistically significant(P<0.001).Among the 307 patients,complete disappearance of PVT was observed in 221(72.3%),remarkable reduction of PVT in 86(27.7%),and no invalid result was seen.The patients having complete patency of the shunt flow accounted for 85.7%of the 307 patients(261/307),and the patients having partial patency of the shunt flow accounted for 14.3%of the 307 patients(46/307).Forty-two patients developed complications,and no death occurred.All patients were followed up for one year,and the main clinical symptoms were improved or completely disappeared.Among the 307 patients,an increase in thrombus volume was found in 17(5.5%)when compared to their postoperative values,which returned to the first-time postoperative level after local treatment of the thrombus via the TIPS shunt combined with catheter-directed thrombolysis.Within one year after TIPS and thrombolysis,overt hepatic encephalopathy(OHE)occurred in 54 patients(17.6%,54/307).One patient died of hepatic failure 9 months after TIPS,another patient died of cerebral hemorrhage 11 months after TIPS,and all the remaining patients were alive.Conclusion For patients with portal hypertension complicated by PVT,TIPS combined with indwelling catheter-directed thrombolysis is clinically safe and effective.The standardized,systematic management of the whole therapeutic process should be strengthened.(J Intervent Radiol,2024,32:22-27)
		                        		
		                        		
		                        		
		                        	
            
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