1.A study of body image,prosthesis satisfaction and quality of life of the amputees from 5·12 Wenchuan earthquake
Kuicheng LI ; Li CECILIA ; Zhenghong CHEN ; Yangchun WANG ; Kaiyi QIU ; Deming LIU ; Jingbo LI ; Aiqun HE
Chinese Journal of Physical Medicine and Rehabilitation 2008;30(12):797-800
Objective To explore body image(BI),prosthesis satisfaction and quality of life(QOL)of amputees from Wenchuan earthquake and the relationship among them to provide evidence for the intervention.Methods A total of 21 amputees accepted a survey regarding QOL,BI,and satisfaction with prosthesis.The scale of SF-36 was used to assess QOL.Amputees Bodily Image Scale(ABIS)was;used to assess BI.A self-design questionnaire wag used to evaluate the prosthesis satisfaction of amputees.Results The scores of SF-36,ABIS,and prosthesis satisfaction wag 41.90 ±15.00,64.58 ±10.60,and 59.52±11.06,respectively.The ABIS scores in women(65.07 ±12.10)were hisher than that in men(63.20 ±5.0)(P<0.05).There was a positive correlation between score of QOL and prosthesis satisfaction,but a negative correlation between QOL and BI.The negative correlations were also observed between BI and Vitality,BI and mental health.Prosthesis satisfaction had positive correla tions with education level.QOL and mental health.Conclusion The body image disturbance(BID)and dissatis faction with prosthesis may cause negative influences on the amputees'quality of life.Relevant intervention should be provided of amputees handling their prostheses and body images correctly and raising QOL.
2.Construction and Analysis of Disulfidptosis Gene Diagnosis Model for Osteosarcoma Based on Machine Learning
Weicai LI ; Gang QIN ; Kaiyi HE
Journal of Medical Research 2024;53(8):62-68
Objective To identify the characteristic genes associated with osteosarcoma(OS)disulfidptosis by machine learning al-gorithm,and to construct a diagnostic prediction model,so as to provide theoretical support for further exploring the potential biomarkers and molecular mechanisms of early diagnosis of OS.Methods Differential expression analysis was used to identify OS differential expres-sion disulfidptosis-related genes(DE-DRG).The least absolute shrinkage and selection operator(LASSO),support vector machines(SVM)and random forest(RF)algorithms were used to further identify the diagnostically valuable OS disulfidptosis characteristic genes,and evaluated their diagnostic value by plotting the receiver operating characteristic(ROC)curve.At the same time,a nomogram was constructed to assess the risk of disease,and the effective performance of the nomogram was evaluated by calibration curve and clinical de-cision curve.The expression of characteristic genes in OS tissues was detected by real-time quantitative polymerase chain reaction(RT-qPCR).Results A total of two genes(NDUFA11,RPN1)were identified with high diagnostic value of characteristic genes asso-ciated with osteosarcoma(OS)disulfidptosis,and the nomogram constructed had high reliability for predicting disease risk.The results of RT-qPCR showed that NDUFA11 expression was significantly reduced,while RPN1 was significantly increased in OS tissue(P<0.01).Conclusion The established genetic diagnostic model of OS disulfidptosis in this study has certain diagnostic value.
3.Expression of immune-related genes in rheumatoid arthritis and a two-sample Mendelian randomization study of immune cells
Yidong FAN ; Gang QIN ; Kaiyi HE ; Yufang GONG ; Weicai LI ; Guangtao WU
Chinese Journal of Tissue Engineering Research 2024;28(27):4312-4318
BACKGROUND:Rheumatoid arthritis is a chronic systemic autoimmune disease.It is important to study the immunological changes involved in it for diagnosis and treatment. OBJECTIVE:To identify immune-related biomarkers associated with rheumatoid arthritis utilizing bioinformatics techniques and examine alterations in immune cell infiltration as well as the relationship between immune cells and biomarkers. METHODS:Differential expression analysis was used to identify the immune-related genes that were up-regulated in rheumatoid arthritis based on the GEO and Immport databases.Kyoto encyclopedia of genes and genomes(KEGG)and gene ontology(GO)enrichment analyses were used to investigate the possible function of these elevated genes.The immunological characteristic genes associated with rheumatoid arthritis were screened using least absolute shrinkage and selection operator(Lasso)and support vector machine recursive feature elimination(SVM-RFE).Independent datasets were used for difference validation,and the diagnostic performance was evaluated by plotting receiver operating characteristic curves for feature genes.Immune cell infiltration was used to analyze the differential profile of immune cells in rheumatoid arthritis and the correlation between the characterized genes and immune cells.In order to ascertain the causal relationship between monocytes and rheumatoid arthritis in immune cells,Mendelian randomization analysis was ultimately employed. RESULTS AND CONCLUSION:There were 39 upregulated differentially expressed genes in rheumatoid arthritis.The genes were primarily enriched in chemotaxis,cytokine activity,and immune receptor activity,according to GO enrichment analysis,while kEGG enrichment analysis revealed that the genes were considerably enriched in the tumor necrosis factor signaling pathway and peripheral leukocyte migration.Lasso and SVM-RFE identified five feature genes:CXCL13,SDC1,IGLC1,PLXNC1,and SLC29A3.Independent dataset validation of the feature genes found them to be similarly highly expressed in rheumatoid arthritis samples,with area under the curve values greater than 0.8 for all five feature genes in both datasets.Immune cell infiltration indicated that most immune cells,including natural killer cells and monocytes,exhibited increased levels of infiltration in rheumatoid arthritis samples.The correlation analysis revealed a significant positive correlation between memory B cells and immature B cells and these five feature genes.Correlation analysis showed that the five feature genes were positively correlated with memory B cells and immature B cells.The inverse variance weighting method revealed that monocytes were associated with the risk of developing rheumatoid arthritis.
4.Causal relationship between immune cells and knee osteoarthritis:a two-sample bi-directional Mendelian randomization analysis
Guangtao WU ; Gang QIN ; Kaiyi HE ; Yidong FAN ; Weicai LI ; Baogang ZHU ; Ying CAO
Chinese Journal of Tissue Engineering Research 2025;29(5):1081-1090
BACKGROUND:Knee osteoarthritis(KOA)is a common chronic inflammatory disease that causes damage to joint cartilage and surrounding tissues.Immune cells play an important role in the immune-inflammatory response in knee osteoarthritis,but the specific mechanisms involved are still not fully understood. OBJECTIVE:To evaluate the potential causal relationship between 731 immune cell phenotypes and the risk of knee osteoarthritis using Mendelian randomization. METHODS:Summary statistics of genome-wide association studies(GWAS)for 731 immune cell phenotypes(from GCST0001391 to GCST0002121)obtained from the GWAS catalog and GWAS data for knee osteoarthritis from the IEUGWAS database(ebi-a-GCST007090)were used.Inverse variance-weighted method,MR-Egger regression,weighted median method,weighted mode method,and simple mode method were employed to investigate the causal relationship between immune cells and knee osteoarthritis.Sensitivity analyses were conducted to assess the reliability of the Mendelian randomization results.Reverse Mendelian randomization analysis was also performed using the same methods. RESULTS AND CONCLUSION:The forward MR analysis indicated significant causal relationships(FDR<0.20)between knee osteoarthritis and four immune cell phenotypes,namely CD27 on CD24+CD27+in B cells(OR=1.026,P=0.000 26,Pfdr=0.18),CD33 on CD33dim HLA DR-in myeloid cells(OR=1.014,P=0.000 50,Pfdr=0.18),and CD45RA+CD28-CD8br%CD8br in Treg cells(OR=1.001,P=0.000 78,Pfdr=0.18),and PDL-1 on monocytes in mononuclear cells(OR=0.952,P=0.000 98,Pfdr=0.18).These immune cell phenotypes showed direct positive or negative causal associations with the risk of knee osteoarthritis.Reverse Mendelian randomization analysis revealed no significant causal relationships(FDR<0.20)between knee osteoarthritis as exposure and any of the 731 immune cell phenotypes.The results of sensitivity analysis show that the P-values of the Cochran's Q test and the MR-Egger regression method for bidirectional Mendelian randomization were both greater than 0.05,indicating that there is no significant heterogeneity and pleiotropy in the causal effect analysis between immune cell phenotypes and knee osteoarthritis.To conclude,there may be four potential causal relationships between immune cell phenotypes,such as CD27 on CD24+CD27+cells,CD33 on CD33dim HLA DR-cells,CD45RA+CD28-CD8br%CD8br cells,and PDL-1 on monocytes,and knee osteoarthritis.These findings provide valuable clues for studying the biological mechanisms of knee osteoarthritis and exploring early prevention and treatment strategies.They also offer new directions for the development of intervention drugs.
5.Effects of Ditan Yizhi Decoction on Neuronal Morphology and FAM134B Protein Expression in Hippocampus of Vascular Dementia Rats
Mengyu GU ; Lieqian SUN ; Jia YANG ; Chao YANG ; Jie YANG ; Gaoshuai GUO ; Tanglong WANG ; Zhiwei YANG ; Kaiyi WANG ; Yanni HE ; Siyi ZHANG
Chinese Journal of Information on Traditional Chinese Medicine 2024;31(8):97-102
Objective To observe the effects of Ditan Yizhi Decoction on learning and memory ability,structure of hippocampal tissue,neuronal morphology of hippocampus,and the expression of endoplasmic reticulum autophagy-related protein FAM134B in hippocampal tissue;To explore the mechanism of its therapeutic effect on vascular dementia.Methods Totally 32 SD rats were randomly divided into sham-operation group,model group,donepezil group and Ditan Yizhi Decoction group,with 8 rats in each group.The model group,donepezil group and Ditan Yizhi Decoction group were prepared with a modified permanent ligation method of bilateral common carotid arteries to create a rat model of vascular dementia,the common carotid artery was separated in the sham-operation group,but not ligated.After modeling,the donepezil group was given donepezil hydrochloride,Ditan Yizhi Decoction group was given Ditan Yizhi Decoction,and the sham-operation group and model group were given equal volume of distilled water for gavage for 4 consecutive weeks.Morris water maze experiment was used to evaluate the learning and memory ability,HE staining and Nissl staining were used to observe the morphological changes of hippocampus,ultrastructure of hippocampal neurons was observed using transmission electron microscopy,Western blot was used to detect the protein expression of FAM134B and p-FAM134B in hippocampal tissue.Results Compared with the sham-operation group,the escape latency period was prolonged of the rats in model group,and the number of crossing the original platform and the duration of stay in the target quadrant was reduced(P<0.01),the gap between neurons in CA1 region of the hippocampus increased,the cell morphology was irregular,the boundaries were blurred,the neurons shrinked,the Nissl bodies dissolved and broke,the number decreased,the endoplasmic reticulum arrangement was scattered,mitochondria swelled and deformed,and the expressions of FAM134B and p-FAM134B protein in hippocampal tissue increased(P<0.01).Compared with the model group,the escape latency period of rats in donepezil group and Ditan Yizhi Decoction group were significantly shortened,and the number of crossing the original platform and the duration of stay in the target quadrant were increased(P<0.01),the morphology and quantity of neurons in CA1 region of the hippocampus were more regular,with a decrease in neuronal pyknosis,an increase in the number of Nissl bodies,and a reduction in dissolution and fragmentation,the swelling and deformation of the endoplasmic reticulum were restored,and the expression of FAM134B and p-FAM134B protein in hippocampal tissue increased(P<0.01).Moreover,the effects of Ditan Yizhi Decoction group were better than those of the donepezil group(P<0.01).Conclusion Ditan Yizhi Decoction can improve the learning and memory ability and the morphology of neurons in vascular dementia rats.The mechanism may related to increasing the expression and phosphorylation of FAM134B protein,thereby promoting endoplasmic reticulum autophagy.