1.Analysis of hemolysis‑associated acute myeloid leukemia genes obtained using weighted gene co‑expression network analysis and a Mendelian randomization study
Rui ZHANG ; Yan ZANG ; Linguo WAN ; Hui YU ; Zhanshan CHA ; Haihui GU
Blood Research 2025;60():24-
Purpose:
We used bioinformatics methods and Mendelian randomization (MR) analysis to investigate the hub genes involved in acute myeloid leukemia (AML) and their causal relationship with hemolysis, to explore a new direction for molecular biology research of AML.
Methods:
We first differentially analyzed peripheral blood samples from 62 healthy volunteers and 65 patients with AML from the Gene Expression Omnibus database to obtain differentially expressed genes (DEGs), and intersected them with genes sourced from weighted gene co-expression network analysis (WGCNA) and the GeneCards database to obtain target genes. Target genes were screened using protein–protein interaction (PPI) network analysis and ROC curves to identify genes associated with AML. Finally, we analyzed the correlation between genes and immune cells and the relationship between toll-like receptor 4 (TLR4) and AML using MR.
Results:
We compared peripheral blood expression profiles using an array of 62 healthy volunteers (GSE164191) and 65 patients with AML (GSE89565) (M0:25; M1:11; M2:10; M3:1; M4:7; M4 eo t [16;16] ou inv [16]:4; M5:6; M6:1) and obtained 7,339 DEGs (3,733 upregulated and 3,606 downregulated). We intersected these DEGs with 4,724 genes from WGCNA and 1,330 genes related to hemolysis that were identified in the GeneCards database to obtain 190 target genes. After further screening these genes using the PPI network, we identified TLR4, PTPRC, FCGR3B, STAT1, and APOE, which are closely associated with hemolysis in patients with AML. Finally, we found a causal relationship between TLR4 and AML occurrence using MR analysis (p < 0.05).
Conclusion
We constructed a WGCNA-based co-expression network and identified hemolysis-associated AML genes.
2.Analysis of hemolysis‑associated acute myeloid leukemia genes obtained using weighted gene co‑expression network analysis and a Mendelian randomization study
Rui ZHANG ; Yan ZANG ; Linguo WAN ; Hui YU ; Zhanshan CHA ; Haihui GU
Blood Research 2025;60():24-
Purpose:
We used bioinformatics methods and Mendelian randomization (MR) analysis to investigate the hub genes involved in acute myeloid leukemia (AML) and their causal relationship with hemolysis, to explore a new direction for molecular biology research of AML.
Methods:
We first differentially analyzed peripheral blood samples from 62 healthy volunteers and 65 patients with AML from the Gene Expression Omnibus database to obtain differentially expressed genes (DEGs), and intersected them with genes sourced from weighted gene co-expression network analysis (WGCNA) and the GeneCards database to obtain target genes. Target genes were screened using protein–protein interaction (PPI) network analysis and ROC curves to identify genes associated with AML. Finally, we analyzed the correlation between genes and immune cells and the relationship between toll-like receptor 4 (TLR4) and AML using MR.
Results:
We compared peripheral blood expression profiles using an array of 62 healthy volunteers (GSE164191) and 65 patients with AML (GSE89565) (M0:25; M1:11; M2:10; M3:1; M4:7; M4 eo t [16;16] ou inv [16]:4; M5:6; M6:1) and obtained 7,339 DEGs (3,733 upregulated and 3,606 downregulated). We intersected these DEGs with 4,724 genes from WGCNA and 1,330 genes related to hemolysis that were identified in the GeneCards database to obtain 190 target genes. After further screening these genes using the PPI network, we identified TLR4, PTPRC, FCGR3B, STAT1, and APOE, which are closely associated with hemolysis in patients with AML. Finally, we found a causal relationship between TLR4 and AML occurrence using MR analysis (p < 0.05).
Conclusion
We constructed a WGCNA-based co-expression network and identified hemolysis-associated AML genes.
3.Analysis of hemolysis‑associated acute myeloid leukemia genes obtained using weighted gene co‑expression network analysis and a Mendelian randomization study
Rui ZHANG ; Yan ZANG ; Linguo WAN ; Hui YU ; Zhanshan CHA ; Haihui GU
Blood Research 2025;60():24-
Purpose:
We used bioinformatics methods and Mendelian randomization (MR) analysis to investigate the hub genes involved in acute myeloid leukemia (AML) and their causal relationship with hemolysis, to explore a new direction for molecular biology research of AML.
Methods:
We first differentially analyzed peripheral blood samples from 62 healthy volunteers and 65 patients with AML from the Gene Expression Omnibus database to obtain differentially expressed genes (DEGs), and intersected them with genes sourced from weighted gene co-expression network analysis (WGCNA) and the GeneCards database to obtain target genes. Target genes were screened using protein–protein interaction (PPI) network analysis and ROC curves to identify genes associated with AML. Finally, we analyzed the correlation between genes and immune cells and the relationship between toll-like receptor 4 (TLR4) and AML using MR.
Results:
We compared peripheral blood expression profiles using an array of 62 healthy volunteers (GSE164191) and 65 patients with AML (GSE89565) (M0:25; M1:11; M2:10; M3:1; M4:7; M4 eo t [16;16] ou inv [16]:4; M5:6; M6:1) and obtained 7,339 DEGs (3,733 upregulated and 3,606 downregulated). We intersected these DEGs with 4,724 genes from WGCNA and 1,330 genes related to hemolysis that were identified in the GeneCards database to obtain 190 target genes. After further screening these genes using the PPI network, we identified TLR4, PTPRC, FCGR3B, STAT1, and APOE, which are closely associated with hemolysis in patients with AML. Finally, we found a causal relationship between TLR4 and AML occurrence using MR analysis (p < 0.05).
Conclusion
We constructed a WGCNA-based co-expression network and identified hemolysis-associated AML genes.
4.Practice and Exploration of the Performance Allocation Program of TCM Disciplines in General Hospitals
Chinese Health Economics 2024;43(2):67-68,74
The RBRVS performance evaluation mechanism introduced from the U.S.does not match the research system of China's specialty Chinese medicine service programs in the process of domestic use.It aims to find a more suitable performance supplement for TCM disciplines based on the RBRVS performance accounting model of the case hospitals,in order to encourage TCM depart-ments to inherit and develop TCM.
5.Establishment and evaluation of a dual fluorescent RT-LAMP assay for PEDV and TGEV detection
Ran ZANG ; Feifei XU ; Danyang ZHENG ; Zhiqian ZHAO ; Mi ZHAO ; Hui WANG ; Jie GAO ; Yang MU
Chinese Journal of Veterinary Science 2024;44(8):1600-1610
To develop a rapid differential detection method for porcine epidemic diarrhea virus(PEDV)and transmissible gastroenteritis virus(PEDV),M gene sequences of PEDV and TGEV were compared,the inner and outer primer pairs and probes were designed according to the highly conserved region.PEDV-Probe was labeled with FAM at5'end and BHQ1 at 3'end.TGEV-Probe was labeled with CY5.5 at the 5'end and BHQ2 at the 3'end.After optimizing the reaction condi-tions and system,a dual fluorescent RT-LAMP assay for PEDV and TGEV rapid identification was established.The amplification could be completed within 60 min in a 63 ℃ water bath and then stopped at 85 ℃ for 10 min.Then the tubes were placed in a multicolor imaging system,and the re-sults could be observed under 520 nm and 690 nm dual channels.There was no cross-reaction when other common swine viral pathogens were detected by this method.The sensitivity of the assay was evaluated with a 10-fold diluted recombinant plasmid as templates.The lowest detection limit was 102 copies/μL recombinant plasmid,which was 10 times more sensitive than the conventional RT-PCR method.Seventy-two PEDV-positive samples,49 TGEV-positive samples,and 40 PEDV and TGEV co-infected samples were detected from 175 anal swab samples of diarrheic piglets by the established method,which were all higher than the detection rates of the conventional RT-PCR method.The dual fluorescent RT-LAMP method established in this study can be used to amplify the target gene in an ordinary water bath without gel electrophoresis,which provides technical sup-port for rapid and convenient differential diagnosis of PED and TGE and simultaneous detection of PEDV and TGEV co-infection.
6. Effects of AR on proliferation and lipid synthesis of myocardial fibroblasts in high glucose environment
Xin WEN ; Hong-Mei ZANG ; Xin WEN ; Yang ZHOU ; Kai SONG ; Li-Chan LIN ; Zhi-Yan LIU ; Hui TAO
Chinese Pharmacological Bulletin 2023;39(12):2274-2280
Aim To explore the effect of androgen receptor AR on the proliferation and lipid synthesis of cardiac fibroblasts under high-glucose conditions and the possible molecular mechanism.Methods The hearts of neonatal rats were dissected for primary culture of cardiac fibroblasts. Then the growth status of CFs was observed under the inverted microscope, and the identification of CFs was performed by immunofluorescence staining using anti-vimentin. After cell adherence, the cells were divided into blank control group, high glucose model group, negative control group, and overexpressed AR group. The glucose concentration was 33.0 mmol·L-1 except that the blank control group was 5.5 mmol·L-1. After 24 hours of CFs culture, Western blot and RT-qPCR were used to detect the expression of AR, FASN, PCNA, cyclin D1, α-SMA, and collagen . Oil red O and CCK-8 were used to detect the changes in lipid synthesis and cell proliferation ability, respectively.Results Compared with the blank control group, the lipid synthesis and proliferation of CFs in the high glucose model group were enhanced. Western blot and RT-qPCR results showed that the expression of AR decreased, while the expression of fat lipid synthase(FASN), proliferation marker PCNA, cyclin D1 and fibrosis marker α-SMA and collagen increased. After AR overexpressed plasmid was transfected into the CFs treated by high glucose, AR overexpression markedly decreased the expression of FASN, PCNA, cyclin D1, α-SMA and collagen compared with the empty plasmid‐transfected group. Meanwhile, oil red O staining and CCK-8 results showed that the lipid synthesis and proliferation ability of the overexpressed AR group decreased compared with the empty vector group, respectively. Conclusions High glucose promotes the proliferation and lipid synthesis of cardiac fibroblasts. Besides, the mechanism may be related to the regulation of lipid synthesis regulated by AR.
7. Expression change and role of myeloma cancer gene mRNA and the non-coding RNA in the hepatocyte cycle initiation and termination during the rat liver regeneration
Qi-Jie XUE ; Cui-Fang CHANG ; Zi-Hui WANG ; Xia-Yan ZANG ; Kai-Lin LIN ; Chun-Bo ZHANG ; Lu HAN ; Bing-Yu YE ; Cun-Shuan XU ; Qi-Jie XUE ; Cui-Fang CHANG ; Zi-Hui WANG ; Xia-Yan ZANG ; Kai-Lin LIN ; Chun-Bo ZHANG ; Lu HAN ; Bing-Yu YE ; Cun-Shuan XU
Acta Anatomica Sinica 2023;54(4):41-419
Objective To explore the role pathway and pattern of the myeloma cancer gene (MYC) and its mRNA interaction with the microRNAs(miRNAs) and circular RNA(circRNAs) at hour 0, hour 6 and hour 72 in the rat liver regeneration. Methods The rat 2/3 hepatectomy (PH) model was prepared as described by Higgins, the hepatocytes were isolated according to the method of Smedsrod et al. The expression changes of mRNA, miRNA and circRNA [together named as competing endogenous RNA (ceRNA)] were detected by the large-scale quantitative detection technology, the interaction network of ceRNA was constructed by Cytoscape 3.2 software, and their correlation in expression and role were analyzed by ceRNA comprehensive analysis. Results It was found that at hour 0 and hour 6 after PH, the ratio value of MYC mRNA showed 0.15±0.03 and 2.36±0.20, miR-134-5p indicated 3.22±0.61 and 0.08±0.02, circRNA_12112 displayed 0.68±0.21 and 13.35±3.53. At the same time, the cell cycle initiation-related genes ras association domain family member 1 (RASSF1), cyclin dependent kinase 2 (CDK2), superoxide dismutase 2 (SOD2), which were promoted in expression by MYC, were down-regulated at hour 0 after PH, but the cell cycle initiation-related genes nestin (NES), RAD21 cohesin complex component (RAD21), CUE domain containing 2 (CUEDC2), which are inhibieted in expression by MYC, had no meaningful express changes at hour 0 after PH. On the other hand, the cell cycle initiation-related gene SOD2, which was promoted in expression by MYC, was up-regulated at hour 6 after PH, but the cell cycle initiation-related genes NES, RAD21, CUEDC2, which are inhibieted in expression by MYC, were down-regulated at hour 6 after PH. In contrary, at hour 72 after PH, the ratio value of MYC mRNA showed 2.36±0.20, miR-880-3p indicated 0.54±0.01, circRNA_09599 displayd 0.54±0.16. At the same time, the cell cycle termination-related gene hepatocyte growth factor (HGF), which is promoted in expression by MYC, was up-regulated 72 hours after PH, the cell cycle termination-related genes MET proto-oncogene receptor tyrosine kinase (MET) and cyclin dependent kinase inhibitor 1A (CDKN1A), which are inhibieted in expression by MYC, were down-regulated 72 hours after PH. Conclusion The correlation in expression and role of the miRNAs, which are inhibited by circRNAs, MYC, its mRNA is inhibited by miRNAs, and the cell cycle initiation-related and cell cycle termination-related genes, which are regulated by MYC, are helpful for the hepatocyte to be in cell cycle initiation state at hour 6 after PH and to be in cell cycle termination state at hour 72 after PH.
8. Expression change and role of Kruppel-like factor 4 mRNA, microRNA-881-3p, circular RNA_20298 and circular RNA_14826 in the hepatocyte apoptosis during the rat liver regeneration
Kai-Lin LIN ; Xian-Guang YANG ; Zi-Hui WANG ; Xia-Yan ZANG ; Qi-Jie XUE ; Lu HAN ; Chun-Bo ZHANG ; Cun-Shuan XU ; Kai-Lin LIN ; Xian-Guang YANG ; Zi-Hui WANG ; Xia-Yan ZANG ; Qi-Jie XUE ; Lu HAN ; Chun-Bo ZHANG ; Cun-Shuan XU ; Zhi-Hu ZHAO
Acta Anatomica Sinica 2023;54(4):420-424
[ Abstract] Objective To explore the role pathway and pattern of the Kruppel-like factor 4 (KLF4) and its mRNA interaction with microRNA (miRNAs) and circular RNA (circRNAs) at 0 hour and the 120 th hour in the rat liver regeneration. Methods The rat 2 / 3 hepatectomy (partial hepatectomy, PH) model was prepared as described by Higgins, the hepatocytes were isolated according to the method of Smedsrod et al, the expression changes of mRNA, miRNA and circRNA together named as competing endogenous RNA (ceRNA) were detected by the large-scale quantitative detection technology, the interaction network of ceRNA was constructed by Cytoscape 3. 2 software, and their correlation in expression and role were analyzed by ceRNA comprehensive analysis. Results It was found that at the 0 hour and the 120th hour PH, the ratio value of KLF4 mRNA showed 1. 00±0. 16 and 3. 14±0. 27, miR-881-3p displays 18. 30±1. 44 and 0. 47±0. 02, circRNA_20298 indicated 0. 32±0. 10 and 4. 24±0. 22, circRNA_14826 showed 0. 42±0. 13 and 0. 61±0. 08. At the same time, the four kinds of cell apoptosis-related genes adrenoceptor beta 2 (ADRB2), dimethylarginine dimethylaminohydrolase 2 (DDAH2), annexin A5 (ANXA5), ect, which were promoted in expression by KLF4, were down-regulated at 0 hour after PH, but the cell apoptosis-related genes synuclein gamma (SNCG), glutathione-disulfide reductase (GSR), FYVE, RhoGEF and PH domain containing 4 (FGD4), ect, which were inhibited in expression by KLF4, were up-regulated at 0 hour after PH. On the other hand, the cell apoptosis-related genes ANXA5 and thymosin beta 10 (TMSB10), which are promoted in expression by KLF4, were up-regulated at the 120th hour after PH, but the cell apoptosis-related genes chloride intracellular channel 4 (CLIC4) and ataxin 3 (ATXN3), ect, which were inhibited in expression by KLF4, were down-regulated at the 120th hour after PH. Conclusion The correlation in expression and role of the miRNAs, which are inhibited by circRNAs, KLF4, its mRNA is inhibited by miRNAs, and the cell apoptosis-related genes, which are regulated by KLF4, are helpful for the hepatocyte to be in active state 0 hour after PH and to be in apoptotic state 120-hour after PH.
9. Expression change and role of sex determining region box transcription factor 2 mRNA and the non-coding RNA in the hepatocyte stem changes during the rat liver regeneration
Zi-Hui WANG ; Jian-Lin GUO ; Xia-Yan ZANG ; Qi-Jie XUE ; Kai-Lin LIN ; Chun-Bo ZHANG ; Lu HAN ; Cun-Shuan XU ; Zi-Hui WANG ; Jian-Lin GUO ; Xia-Yan ZANG ; Qi-Jie XUE ; Kai-Lin LIN ; Chun-Bo ZHANG ; Lu HAN ; Cun-Shuan XU ; Jun-Tang LIN
Acta Anatomica Sinica 2023;54(2):202-207
Objective To explore the role pathway and pattern of the sex determining region box transcription factor 2 (SOX2) and its mRNA interaction with microRNA(miRNAs, miR) and circular RNA(circRNA) at 0 hour and 2 hours in the rat liver regeneration. Methods The rat 2/3 hepatectomy (partial hepatectomy, PH) model was prepared as described by Higgins, the hepatocytes were isolated according to the method of Smedsrod et al, the expression changes of mRNA, miRNA and circRNA [together named as competing endogenous RNAs(ceRNA)] were detected by the large-scale quantitative detection technology, the interaction network of ceRNA was constructed by Cytoscape 3.2 software, and their correlation in expression and role were analyzed by ceRNA comprehensive analysis. Results It was found that at the 0 hour and 2 hours after PH, the ratio value of SOX2 mRNA shows 1.00±0.09 and 2.15±0.48, miR-3558-3p displays 4.53± 0.10 and 0.81±0.16, circRNA_18404 shows 1.24±0.04 and 11.10±0.57, circRNA_18045 displays 1.97±0.47 and 4.44± 0.23. At the same time, the eight kinds of cell dedifferentiation-related genes AT-rich interaction domain 5A (ARID5A), activating transcription factor 3 (ATF3), BTG anti-proliferation factor 2 (BTG2), etc, which are prometed in expression by SOX2, were down-regulated at 0 h after PH, but the cell differentiation-related genes interferon regulatory factor 6 (IRF6) and somatostatin (SST), which are inhibited in expression by SOX2, were up-regulated at 0 hour after PH. On the other hand, the eight kinds of cell dedifferentiation-related genes ARID5A, ATF3, BTG2, etc, which are promoted in expression by SOX2, were up-regulated at 2 hours after PH, but the cell differentiation-related gene SST, which is inhibited in expression by SOX2, was down-regulated, and IRF6 had no meaningful changes in expression at 2 hours after PH. Conclusion The correlation in expression and role of the miRNA, which are inhibited by circRNA, SOX2, its mRNA is inhibited by miRNA, and the cell stem-related genes, which are regulated by SOX2, are helpful for the hepatocyte to be in differentiation state at 0 hour after PH and to be in stem state at 2 hours after PH.
10. Expression change and role of myeloma cancer gene mRNA, microRNA-540-3p, circular RNA-04996 in the liver inflammatory reaction during the rat liver regeneration
Chun-Bo ZHANG ; Gai-Ping WANG ; Zi-Hui WANG ; Xia-Yan ZANG ; Qi-Jie XUE ; Kai-Lin LIN ; Lu HAN ; Qi-Wen WANG ; Cun-Shua XU ; Chun-Bo ZHANG ; Gai-Ping WANG ; Zi-Hui WANG ; Xia-Yan ZANG ; Qi-Jie XUE ; Kai-Lin LIN ; Lu HAN ; Qi-Wen WANG ; Cun-Shua XU
Acta Anatomica Sinica 2023;54(1):70-74
Objective To explore the role pathway and pattern of the transcription factor myeloma cancer gene (MYC) and its mRNA interaction with microRNA(miRNA, miR) and ciccular RNA(circRNAs) at 0 hour and 6 hour in the rat liver regeneration. Methods The rat 2/3 hepatectomy (partial hepatectomy,PH) model was prepared as described by Higgins, the expression changes of mRNA, miRNA and circRNA together named as competing endogenous RNAs(ceRNA) of remnant liver were detected by the large-scale quantitative detection technology, the interaction network of ceRNA was constructed by Cytoscape 3.2 software, and their correlation in expression and role were analyzed by ceRNA comprehensive analysis. Results It was found that at 0 hour and 6 hours after PH, the ratio value of MYC mRNA showed 0.15±0.03 and 2.36±0.20, miR-540-3p displays 3.00±0.43 and 0.79±0.01, circRNA_04996 showed 1.43±0.43 and 3.14±0.94. At the same time, the four kinds of inflammatory reaction-related genes plasminogen activator urokinase receptor (PLAUR), tumor necrosis factor (TNF), interleukin 1 receptor type 2 (IL1R2), ect, which were prometed in expression by MYC, were down-regulated at 0 hour after PH, but the inflammatory reaction-related genes natriuretic peptide A (NPPA), nuclear receptor subfamily O group B member 2 (NROB2) and peroxisome proliferator activated receptor alpha (PPARA), which were inhibited in expression by MYC, were up-regulated at 0 hour after PH. On the other hand, the three kinds of inflammatory reaction-related genes PLAUR, TNF, IL1R2, ect, which are prometed in expression by MYC, were up-regulated at 6 hours after PH, but the inflammatory reaction-related genes NPPA, NROB2 and PPARA, which were inhibited in expression by MYC, were down-regulated at 6 hours after PH. Conclusion The correlation in expression and role of the miRNA, which are inhibited by circRNAs, MYC, its mRNA is inhibited by miRNAs, and the inflammatory reaction-related genes, which are regulated by MYC, and are helpful for the hepatocyte to be in non-inflammatory reaction state at 0 hour after PH and to be in inflammatory reaction state at 6 hours after PH.

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