1.Identification and drug sensitivity analysis of key molecular markers in mesenchymal cell-derived osteosarcoma
Haojun ZHANG ; Hongyi LI ; Hui ZHANG ; Haoran CHEN ; Lizhong ZHANG ; Jie GENG ; Chuandong HOU ; Qi YU ; Peifeng HE ; Jinpeng JIA ; Xuechun LU
Chinese Journal of Tissue Engineering Research 2025;29(7):1448-1456
BACKGROUND:Osteosarcoma has a complex pathogenesis and a poor prognosis.While advancements in medical technology have led to some improvements in the 5-year survival rate,substantial progress in its treatment has not yet been achieved. OBJECTIVE:To screen key molecular markers in osteosarcoma,analyze their relationship with osteosarcoma treatment drugs,and explore the potential disease mechanisms of osteosarcoma at the molecular level. METHODS:GSE99671 and GSE284259(miRNA)datasets were obtained from the Gene Expression Omnibus database.Differential gene expression analysis and Weighted Gene Co-expression Network Analysis(WGCNA)on GSE99671 were performed.Functional enrichment analysis was conducted using Gene Ontology and Kyoto Encyclopedia of Genes and Genomes separately for the differentially expressed genes and the module genes with the highest positive correlation to the disease.The intersection of these module genes and differentially expressed genes was taken as key genes.A Protein-Protein Interaction network was constructed,and correlation analysis on the key genes was performed using CytoScape software,and hub genes were identified.Hub genes were externally validated using the GSE28425 dataset and text validation was conducted.The drug sensitivity of hub genes was analyzed using the CellMiner database,with a threshold of absolute value of correlation coefficient|R|>0.3 and P<0.05. RESULTS AND CONCLUSION:(1)Differential gene expression analysis identified 529 differentially expressed genes,comprising 177 upregulated and 352 downregulated genes.WGCNA analysis yielded a total of 592 genes with the highest correlation to osteosarcoma.(2)Gene Ontology enrichment results indicated that the development of osteosarcoma may be associated with extracellular matrix,bone cell differentiation and development,human immune regulation,and collagen synthesis and degradation.Kyoto Encyclopedia of Genes and Genomes enrichment results showed the involvement of pathways such as PI3K-Akt signaling pathway,focal adhesion signaling pathway,and immune response in the onset of osteosarcoma.(3)The intersection analysis revealed a total of 59 key genes.Through Protein-Protein Interaction network analysis,8 hub genes were selected,which were LUM,PLOD1,PLOD2,MMP14,COL11A1,THBS2,LEPRE1,and TGFB1,all of which were upregulated.(4)External validation revealed significantly downregulated miRNAs that regulate the hub genes,with hsa-miR-144-3p and hsa-miR-150-5p showing the most significant downregulation.Text validation results demonstrated that the expression of hub genes was consistent with previous research.(5)Drug sensitivity analysis indicated a negative correlation between the activity of methotrexate,6-mercaptopurine,and pazopanib with the mRNA expression of PLOD1,PLOD2,and MMP14.Moreover,zoledronic acid and lapatinib showed a positive correlation with the mRNA expression of PLOD1,LUM,MMP14,PLOD2,and TGFB1.This suggests that zoledronic acid and lapatinib may be potential therapeutic drugs for osteosarcoma,but further validation is required through additional basic experiments and clinical studies.
2.Kidney Transplantation and Clinical Outcomes in Patients With Multiple Myeloma: Evidence From the United States Nationwide Inpatient Sample
Bo YANG ; Lijuan ZHANG ; Xuechun LU
International Neurourology Journal 2023;27(3):207-216
Purpose:
Patients with multiple myeloma (MM) are prone to developing persistent renal insufficiency. Novel therapeutic medications have improved long-term survival, making kidney transplantation (KT) a viable treatment option for MM survivors with end-stage renal disease. This study aimed to investigate the clinical outcomes in patients with MM who have received KT.
Methods:
Data from hospitalized patients ≥ 40 years of age with MM in the Nationwide Inpatient Sample 2016–2018 of the United States were queried. Patients were classified as having or not having undergone KT, as well as the stage of chronic kidney disease (CKD) for those who had not received KT. Propensity-score matching (PSM) was applied to balance the characteristics between the groups. Binary logistic regression was utilized to determine the associations between study variables and inhospital mortality, unfavorable discharges, prolonged length of stay (LOS), and major complications.
Results:
In total, 50,654 hospitalized patients with MM were identified, of whom 165 (0.3%) had received KT and 50,489 had not (5,905 at stage 5 CKD [CKD5D], 11,559 at stage 1–4 CKD [CKD1-4D], and 33,025 who were CKD-free). After PSM, between-group demographic and hospital-related characteristics were balanced. Binary regression analysis revealed that, compared to patients who were CKD-free, patients at CKD5D were significantly more likely to experience a prolonged LOS (odds ratio [OR], 1.31; 95% confidence interval [CI], 1.01–1.70) after adjusting for relevant confounders. Furthermore, compared to CKD-free patients, those who underwent KT were significantly more likely to have sepsis (OR, 1.48; 95% CI, 1.02–2.14). However, KT showed no association with the other adverse inpatient outcomes.
Conclusions
Although KT is not common in MM patients, those who had undergone KT had comparable hospital outcomes to CKD-free patients. These data will help clinicians deliver better consultations to MM patients attempting to receive KT.
3.Effect of DMARDs on differentially expressed genes in synovium of rheumatoid arthritis
Lingjing CHENG ; Shengxiao ZHANG ; Qi YU ; Chaoyue ZHENG ; Shuang FENG ; Teng KONG ; Xiangfei SUN ; Peifeng HE ; Xuechun LU
Chinese Journal of Rheumatology 2023;27(8):541-544,C8-4-C8-6,F3
Objective:To identify differentially expressed genes (DEGs) associated with the progression of synovitis in RA by using bioinformatics analysis and explore the effects of DMARDs such as methotrexate, tocilizumab and rituximab on the DEGs in RA synovium.Methods:RA expression profile microarray data GSE7307、GSE12021、GSE55457、GSE55235、GSE77298、GSE89408 were acquired from the public gene chip database (GEO), including 113 synovial tissue samples from RA and 70 healthy controls (HC). At the same time, synovial expression microarrays GSE45867, GSE24742 and GSE97165 after DMARDs treatment were obtained. These data included 8 samples treated with methotrexate, 12 treated with tocilizumab, 12 treated with rituximab and 19 treated with combined tDMARDs. R software was used to screen DEGs and Venn plots using gene ontology function enrichment and Kyoto encyclopedia of genes and genomes pathway enrichment analysis. Hub genes were selected by STRING online analysis tool and Cytoscape software.Results:Compared with HC, 797 DEGs were up-regulated and 434 DEGs were down-regulated in the synovial tissue of RA. These DEGs were mainly enriched in T cell activation, immune response-activating cell surface receptor signaling pathway. Using Cytoscape and cytoHubba to obtain 5 sets of DEGs based on the STRING database model, the degree algorithm screened out 10 hub genes: LCK, SYK, PTPRC, HLA-DRA, LYN, NCAPG, TOP2A, JUN, CXCR4, CCNB1. Methotrexate treatment significantly up-regulated 20 DEGs and down-regulated 30 DEGs. Rituximab treatment up-regulated 100 DEGs and down-regulated 55 DEGs. Tocilizumab treatment up-regulated 91 DEGs and down-regulated 317 DEGs. These altered DEGs were enriched in regulating cell adhesion, leukocyte-cell adhesion, leukocyte transfer, and insulin-like growth factor receptor signaling pathways. It was worth noting that after treatment, a total of 306 high-expressing DEGs were down-regulated, and 36 low-expressing DEGs were up-regulated.Conclusion:LCK, insulin-like growth factor receptor signaling pathway, etc. are the responsible molecular mechanisms and key pivot genes for the occurrence and development of RA, and the treatment of DMARDs, which are closely related to the response of RA to the treatment of DMARDs.
4.Transcriptomic mechanisms and efficacy analysis of D-CAG regimen for treatment of acute myeloid leukemia after failure to initial induction of remission
Zhanqiang ZHANG ; Jundong ZHANG ; Peng ZHI ; Zining WANG ; Haoran CHEN ; Hongyi LI ; Xuechun LU
Journal of Leukemia & Lymphoma 2022;31(5):271-277
Objective:To investigate the transcriptomic mechanisms and clinical efficacy of D-CAG regimen for the treatment of acute myeloid leukemia (AML) after failure to initial induction of remission.Methods:The transcriptome data of AML cells before and after the use of dexitabine before August 28, 2021 was searched in Gene Expression Omnibus (GEO) database with "decitabine" as the search term. The R language package was used for differential expression analysis and Kyoto encyclopedia of genes and genomes (KEGG) and gene ontology (GO) enrichment analysis of the data. Protein-protein interaction network (PPI) analysis was conducted on the STRING online analysis website. The accurate treatment prediction platform designed based on logistic omics theory (EpiMed) was used to make drug-disease-target correlation analysis. The clinical data of 18 AML patients treated with D-CAG regimen after failure to induction of remission with standard anthracycline and cytarabine regimen ("3+7" regimen) in the 305th Hospital of Chinese PLA from October 8, 2015 to July 9, 2018 were searched and analyzed, and the curative effect was evaluated. The effects of the dose and duration of each drug on the efficacy were analyzed.Results:The transcriptome data of AML cells before and after the use of decitabine in GSE40442 dataset of the GPL5188 platform were finally selected, updated on July 10, 2014. A total of 366 differentially expressed genes were screened, including 201 up-regulated genes and 165 down-regulated genes. The differential genes were mainly related to cell cycle regulation, bone marrow leukocyte migration and differentiation, transcriptional regulation, bone marrow hematopoiesis and other signaling pathways. Ten core genes such as ANXA5, IL-10, THBS1, TLR4, JUN and CXCL12 were screened by PPI analysis. Drug-disease-target analysis showed that dexitabine had a potential therapeutic effect on various blood diseases such as diffuse large B-cell lymphoma, thrombocytopenia, T-cell acute lymphocytic leukemia, aplastic anemia, and AML. Of the 18 patients, after initial induction of remission, 7 (38.8%) patients achieved partial remission (PR), and 11 (61.2%) patients had no response (NR); after one cycle of re-induction remission therapy, 9 patients had complete remission (CR), 5 patients had PR, 4 patients had NR, and the overall response rate (ORR) was 77.8% (14/18). Compared with patients with NR, the CR rate was higher in patients with PR after initial induction therapy, which were 85.7% (6/7) and 27.3% (3/11), and the difference was statistically significant ( χ2=5.84, P = 0.025). The median duration of cytarabine in CR patients was longer than that in NR patients [10 d (7-14 d) vs. 5 d (2-8 d), Z = 3.89, P = 0.002] and the median ratio of the number of bone marrow blast cells to the duration cytarabine was lower in CR patients than that in NR patients [2.29 (0.89-9.10) vs. 8.10 (3.00-38.50), Z = -2.19, P = 0.006]; the median dose of cytarabine in CR patients was lower than NR patients, which were 50 mg·m -2·d -1 (30-150 mg·m -2·d -1) and 100 mg·m -2·d -1 (50-500 mg·m -2·d -1), and the difference was not statistically significant ( Z = -1.80, P = 0.074). Conclusions:AML patients with PR after initial induction and failure to initial induction of remission may be more likely to achieve CR after the treatment of D-CAG regimen, and this change may be related to the epigenetic regulation of decitabine.
5.Research progress on the effect of single nucleotide polymorphism on drug efficacy of Alzheimer′s disease
Minmin ZHAN ; Huixuan MA ; Xuechun KANG ; Xinliang LU ; Shuting GONG ; Qi ZOU ; Jianping JIA ; Cuibai WEI
Chinese Journal of Neurology 2021;54(7):723-728
Alzheimer′s disease is a progressive neurodegenerative disease that requires medication to improve patient symptoms, but there is an individual difference in the efficacy. In this paper, the correlation between single nucleotide polymorphism and the drug efficacy of Alzheimer′s disease (AD) in the past 20 years was searched through the databases of China National Knowledge Infrastructure, VIP Database, Wanfang Database, Pubmed, Springer Link and Cochrane Library with key words of Alzheimer′s disease, drug efficacy, single nucleotide polymorphism. The correlation between AD drug efficacy difference and gene single nucleotide polymorphism was reviewed, including ABCA1, ApoE, ChAT, CHRNA7, IL-6, A2M, CYP2D6, BChE, 5HT2a, PON-1 and ESR1 genes, so as to provide a reference basis for clinicians to select drugs in the treatment of AD.
6.Bioinformatics prediction of molecular mechanism and intervention drugs of SARS-related immune injury and their significance for COVID-19 treatment
Haomin ZHANG ; Haoran CHEN ; Yakun YANG ; Ximeng CHEN ; Jundong ZHANG ; Bin GUO ; Peng ZHI ; Zhuoyang LI ; Geliang LIU ; Bo YANG ; Xiaohua CHI ; Yixing WANG ; Xuechun LU
Chinese Journal of Microbiology and Immunology 2020;40(3):165-173
Objective:To investigate the omics mechanism of SARS-related immune injury and predict targeted therapeutic drugs through clinical bioinformatics analysis of the transcriptome data of SARS virus in order to provide reference for clinical treatment of COVID-19.Methods:The transcriptome data of SARA virus were collected from the Gene Expression Oibus (GEO) and used to screen differential genes. Enrichment analysis and protein interaction analysis were performed to investigate the mechanism of immune damage associated with SARS. A platform of epigenetics in precision medicine (EpiMed) was established to predict potential therapeutic drugs.Results:The mechanism of SARS-related immune injury was complex, involving affecting the function of immune cells through signaling pathways such as Toll-like receptors, increasing cytokines in plasma through Th17 signaling pathway and inducing autoimmune responses after autoantibodies were generated by molecules such as IL-6, NF-κB, and TNF. Drugs such as Chuanqiong and Etanercept might have therapeutic effects on SARS-related immune damage.Conclusions:SARS virus could cause abnormal expression of many immune-related molecules and signaling pathways. Drugs such as Chuanqiong and Etanercept might have therapeutic effects on SARS-related immune damage. This study might provide reference for clinical treatment of COVID-19.
7.Omics analysis of angiotensin converting enzyme 2 inhibitory mutation-related inflammatory response and intervention drugs and its significance on corona virus disease 2019
Jundong ZHANG ; Ximeng CHEN ; Haoran CHEN ; Xiaohua CHI ; Bin GUO ; Peng ZHI ; Zhuoyang LI ; Geliang LIU ; Haomin ZHANG ; Bo YANG ; Yixing WANG ; Haiying WANG ; Xuechun LU
Chinese Journal of Infectious Diseases 2020;38(10):609-615
Objective:To analyze the inflammatory mechanism and potential intervention drugs related to angiotensin converting enzyme 2 (ACE2) inhibitory mutations in order to provide reference for the treatment of corona virus disease 2019 (COVID-19).Methods:The data of lung adenocarcinoma with ACE2 mutations were screened from the cancer genome atlas (TCGA) database. The data were analyzed by R program language edgeR package and cluster Profiler package, gene ontology (GO)functional enrichment analysis and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis. Using String online analysis website for protein-protein interaction (PPI) network analysis, screening out the core genes, and finally using the Epigenomic Precision Medicine Prediction Platform (EpiMed) for multi-group association analysis of key genes, and drug candidates prediction.Results:A total of 1 005 differential genes were obtained, of which 91 were up-regulated and 914 down-regulated. A total of 71 GO were enriched, including 45 items related to biological processes, 16 items related to cell components, and 10 items related to molecular function. A total of 13 KEGG pathways were enriched, mainly in inflammatory pathways, various viral infectious diseases, transcriptional regulation, drug metabolism and protein digestion and absorption pathways. The differentially expressed genes were introduced into String online analysis website for PPI network analysis, a total of 252 proteins were obtained, and 10 core genes were H2A clustered histone 16(HIST1H2AL), H3 clustered histone 2 (HIST1H3B), H3 clustered histone 7 (HIST1H3F), H3 clustered histone 11 (HIST1H3I), H3 clustered histone 3 (HIST1H3C), H2B clustered histone 3 (HIST1H2BB), H2B clustered histone 6 (HIST1H2BI), H4 clustered histone 2 (HIST1H4B), H1-4 linker histone (HIST1H1E), H2A clustered histone 4 (HIST1H2AB). Interferon-α, resveratrol, celecoxib, heartleaf houttuynia herb, weeping forsythia capsule, dexamethasone, Chinese pulsatilla root, tumor necrosis factor-α inhibitors, liquorice root and famciclovir might be drugs for the treatment of ACE2 mutation-related inflammation.Conclusions:Inflammation associated with ACE2 inhibitory mutations is similar to the pathogenesis of COVID-19, which could lead to disease by promoting the activation of inflammatory pathways such as mitogen-activated protein kinase (MAPK), the Janus kinase signal transducer and activator of transcription (JAK/STAT), mammalian target of rapamycin (mTOR). Celecoxib, interferon and resveratrol may have the potential therapeutic effects on COVID-19.
8.Bioinformatics analysis of the mechanism of lung injury and intervention drugs associated with SARS coronavirus infection
Jundong ZHANG ; Bo YANG ; Lin LIU ; Haoran CHEN ; HaoMin ZHANG ; Bin GUO ; Ximeng CHEN ; Peng ZHI ; Zhuoyang LI ; Geliang LIU ; Xiaohua CHI ; Xuechun LU
Chinese Journal of Experimental and Clinical Virology 2020;34(4):367-373
Objective:To analyze the mechanism and potential intervention drugs of acute lung injury caused by severe acute respiratory syndrome coronavirus (SARS-CoV) infection in order to provide reference for the treatment of COVID-19.Methods:Gene Expression Omnibus (GEO) announcement database was used to screen coronavirus transcriptome data, and R language package was used for differential expression analysis and Kyoto Gene and Genome Encyclopedia (KEGG) and Gene Ontology (GO) enrichment analysis. A protein-protein interaction (PPI) network analysis was carried out by using STRING online analysis website, and the key genes were screened. Then the Epigenomic Precision Medicine Prediction Platform (EpiMed) was used to analyze the association of key genes and predict potential therapeutic drugs.Results:Based on the whole genome expression profile data of SARS-CoV, a total of 3 606 differential genes were screened, including 2 148 up-regulated and 1 458 down-regulated. GO enrichment is mainly related to viral infection, leukocyte migration and adhesion, acute inflammation and collagen secretion. KEGG enrichment is mainly related to signal transduction, acute inflammation, immune response and so on. Ten key genes related to lung injury, such as PTPRC, TIMP1, ICAM1 and IL1B, were screened by protein interaction network analysis. EpiMed platform predicted that pulsatilla chinensis, polygonum cuspidatum, tumor necrosis factor-α inhibitors, famciclovir, fluvastatin and other drugs have potential therapeutic effects.Conclusions:SARS-CoV infection can cause lung injury by activating a series of inflammation-related molecules. Drugs that may be effective in the treatment of coronavirus infections, including pulsatilla chinensis, polygonum cuspidatum, tumor necrosis factor-α inhibitors, famciclovir and fluvastatin.
9.Effect of clopidogrel on development of chemically induced colitis-associated cancer in mice
Xiaowen YANG ; Shiqi WANG ; Juemin SONG ; Xuechun LU ; Xiaoyan LIU ; Shuzhuo ZHANG ; Haitao YAN ; Xiaoyun MA ; Jianquan ZHENG ; Xiaoli WEI
Chinese Journal of Pharmacology and Toxicology 2016;30(9):910-920
OBJECTIVE To investigate the effect of clopidogrel(Clog),a platelet aggregation inhibitor,on the development of colitis-associated colon cancer(CAC)and its possible mechanism. METHODS To establish a CAC model,male BALB/c mice were treated with single azoxymethane(AOM) 10 mg · kg-1 by ip. One week later,the mice drank 2.5% dextran sulfate sodium(DSS)for one week and water for two weeks,which lasted three cycles. From the first day mice received 2.5%DSS water, Clog 12.5,25.0 and 50.0 mg · kg-1 was ig administered once a day. Body mass,clinical symptoms,the number of colon tumor and tumor size in colon tissue were recorded. Hyperplasia of tumors was analyzed by HE staining. In the early inflammatory phase of the CAC model,the length of colons was measured, histological structure and epithelium cell proliferation of colon tissues were evaluated by HE staining and Ki67 staining,respectively. In the tumorigenesis and progression phase of the CAC model,epithe?lium cell proliferation of colon tissues was evaluated by Ki67 staining. The mRNA expression of tumor necrosis factor-α(TNF-α)was detected by real-time quantitative PCR. The expression of chemokine(C-X-C motif)ligand 2(CXCL2)and its receptor 2(CXCR2)in colon tissues was detected by PCR and immu?nohistochemistry. RESULTS Compared with model group,clinical symptoms of mice in Clog 12.5 mg · kg-1 group were alleviated,the size of colon tumors was decreased(P<0.05),and hyperplasia of tumors was reduced(P<0.05). During the inflammatory phase,the clinical symptoms of mice in Clog 12.5 mg·kg-1 group were significantly alleviated(P<0.05),the decrease of body mass was reduced(P<0.01),the colon shrinkage was ameliorated(P<0.01),the inflammatory injury and epithelium cell proliferation in colon tissues were reduced(P<0.05). During the tumorigenesis and progression phase,epithelium cell prolif?eration in colon tissues in Clog 12.5 mg·kg-1 group was reduced(P<0.01),and the mRNA and protein expression of TNF-α,CXCL2 and CXCR2 of colon tissues was decreased(P<0.05). CONCLUSION Clog can alleviate inflammation during the CAC early inflammatory phase and inhibit the formation of CAC. The antitumor effect of Clog may be related to the decrease in expression of CXCL2 and CXCR2.
10.Effect of amifostine on proliferation and differentiation of human megakaryocyte Dami cells
Haitao WANG ; Bo YANG ; Xuechun LU ; Bo HU ; Hongqi YANG ; Longlong LUO ; Jie LIN ; Suxia LI ; Hui FAN ; Chunxia QIAO ; Wei WANG ; Xiaoling LANG ; Jing GENG ; Yan LI ; Xiaoxiong WU ; Ming LYU ; Hongli ZHU
Chinese Journal of Pharmacology and Toxicology 2016;30(7):723-727
OBJECTIVE To investigate the effect of amifostine(Amf)on the differentiation of human megakaryocyte cell line-Dami. METHODS Dami cells were treated with Amf 0.01-5.0 mmol · L-1 for 12 d. Dami cells were counted every day for the growth curve:only cells with a diameter>20μm. The platelet demarcation membrane system was observed by transmission electron microscopy. The expression of CD33,CD34,CD41a and DNA ploidy was detected by flow cytometry. RESULTS Amf 0.1-1.0 mmol · L-1 promoted the differentiation of Dami cells ,but inhibited their proliferation at a concentration>1.0 mmol · L-1. When these cells were treated with Amf 1.0 mmol · L-1 for 12 d,the platelet demarcation membrane system was observed,the percentage of cells with a diameter >20 μm was increased by 24.6%(P<0.01),the expression of CD41a was increased by 11.9%,while the expression of CD33 was decreased by 13.6%(P<0.05). Polyploidy cells(16N)were observed,and 4N,8N and 16N cells were increased to 31.56%,8.83% and 3.43%,respectively(P<0.05). CONCLUSION Amf 0.1-1.0 mmol · L-1 can promote the differentiation of Dami cells,but inhibit their proliferation at a high concentration(>1.0 mmol·L-1).

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