1.Influence of four different fix methods to rat retinal frozen sections
Qian, ZHANG ; Xinshun, WAN ; Xiaopeng, LI
Chinese Journal of Experimental Ophthalmology 2014;32(10):898-901
Background Histopathological examination is an important approach to the basic and clinical study in ophthalmology.Different fix methods of retinal samples produce a large impact.The first fixed way often is used at home,and the last fixed way is preferred abroad.The comparative study between the two ways is lack.Objective This study was to compare rat retinal frozen sections following 4 different fix methods and confirm a simpler and better way.Methods Forty eyeballs were extracted from 40 SD rats and were randomly divided into four groups using random number table,ten for each group.The eyeballs were firstly fixed in 4% paraformaldehyde overnight,4% paraformaldehyde for 2-3 hours,formalin-acetic acid-alcohol (FAA) mixture solution,and then OCT embedding was performed in 3 groups.However,the samples were fixed in cold acetone following first liquid nitrogen frozen,OCT embeded in the forth group.Retinal serial sections of 4 groups were examined and compared after hematoxylin and eosin staining under the optical microscope.Results Retinal tissue was loosened interlayerly,and clustering of cells in the inner nuclear layer (INL) and outer nuclear layer (ONL) were seen in the 4% paraformaldehyde overnight fix group.The arrangement of interlayer and cells was improved in the 4% paraformaldehyde for 2-3 hours group compared with 4% paraformaldehyde overnight fix group.The retinal structure was closer among the layers in the FAA fixed group.In the later cold acetone fixed group,retinal morphology was more clear with the intact structure and regularly arranged cells in the ONL,INL and ganglion cell layer(GCL),as an living histology structure.Conclusions The first fix of retina produces a large impact on retinal morphology and structure.However,cold acetone fixation following first liquid nitrogen frozen is simpler,less time-consuming and more efficient way for the histopathological examination of retina.
2.Role of activator protein-1 in electro-acupuncture-induced up-regulation of heme oxygenase-1 expression in lung tissues in a rabbit model of endotoxic shock
Lirong GONG ; Jianbo YU ; Yan XU ; Xinshun CAO ; Jia SHI ; Guicheng ZHANG
Chinese Journal of Anesthesiology 2014;(3):348-352
Objective To evaluate the role of activator protein-1 (AP-1 ) in electro-acupuncture (EA )-induced up-regulation of heme oxygenase-1 (HO-1 ) expression in lung tissues in a rabbit model of endotoxic shock .Methods Seventy healthy male New Zealand white rabbits ,aged 2 months ,weighing 1.5-2.0 kg ,were randomly divided into 7 groups ( n=10 each ) using a random number table :normal control group (group C ) , endotoxic shock-induced acute lung injury (ALI ) group (group ALI ) , EA + ALI group (group EL ) , non-acupoint+EA+ ALI group (group NEL ) , curcumin (HO-1 inhibitor ) group (group Cur ) , dimethyl sulfoxide group (group D ) ,and EA+ALI+curcumin group (group ELC ) .Bilateral 15 min EA stimulation of Zusanli and Feishu (according to atlas of animals acupoints ) was performed (frequency 15Hz ) once a day for 5 consecutive days before lipopolysaccharide (LPS ) administration in EL and ELC groups ,while in group NEL ,EA stimulation was performed at non-acupoints located 0.5 cm lateral to Zusanli and Feishu acupoints with the same parameters . The animals were anesthetized with urethane and tracheostomized .The animals kept spontaneous breathing .Right internal carotid artery was cannulated for blood pressure monitoring . Ear vein was cannulated for drug administration .At 5 days after EA stimulation ,curcumin 25 mg/kg (in 0.5 ml of 0.1% dimethyl sulfoxide ) was injected in Cur and ELC groups ,0.1% dimethyl sulfoxide 0.5 ml was injected in D group ,and the equal volume of normal saline was given in the other groups .LPS 5 mg/kg (in 2 ml of 0.9% normal saline ) was injected intravenously at 30 min after administration in ALI ,EL ,NEL and ELC groups ,while the equal volume of normal saline was given in the other three groups .Endotoxic shock was confirmed by decrease in mean arterial pressure to 75% of the baseline value within 2 h after LPS injection .Blood samples were collected from the common carotid artery at 6 h after LPS or normal saline administration and the rabbits were then sacrificed .The lungs were removed for microscopic examination and the pathological changes were scored .The wet/dry lung weight ratio (W/D ratio ) was calculated .The malondialdehyde (MDA ) content and superoxide dismutase (SOD ) activity in lung tissues were detected ,and the expression of HO-1 mRNA ,HO-1 ,c-Jun mRNA and c-Jun in lung tissues was determined by Western blot .Results Compared with group C ,the pathological score ,W/D ratio and MDA content were significantly increased ,and the SOD activity was decreased in ALI ,EL ,NEL and ELC groups ,the expression of HO-1 mRNA ,HO-1 ,c-Jun mRNA and c-Jun was up-regulated in groups ALI ,EL and NEL ( P<0.05 ) ,while no significant change was found in the expression of c-Jun mRNA and c-Jun in group ELC ( P>0.05) .There was no significant difference in the parameters mentioned above between Cur and D groups ( P>0.05 ) .Compared with group ALI ,the pathological score ,W/D ratio and MDA content were significantly decreased ,and SOD activity was increased ,and the expression of HO-1 mRNA and HO-1 was up-regulated in EL and ELC groups ( P<0.05) ,the expression of c-Jun mRNA and c-Jun was up-regulated in group EL ,while down-regulated in group ELC ( P<0.05) ,and no significant change was found in the parameters mentioned above in group NEL ( P>0.05) .The pathological score ,W/D ratio and MDA content were significantly higher ,and the SOD activity and expression of HO-1 mRNA ,HO-1 ,c-Jun mRNA and c-Jun were lower in group ELC than in group EL ( P<0.05) .Conclusion EA up-regulates HO-1 expression through activating AP-1 during endotoxic shock-induced ALI in rabbits ,thus protecting the lung .
3.Effects of electro-acupuncture at Zusanli and Feishu on endotoxin shock-induced acute lung injury in rabbits
Shuan DONG ; Xiaoqing LUO ; Jianbo YU ; Lirong GONG ; Yuan ZHANG ; Man WANG ; Daquan LIU ; Xinshun CAO
Chinese Journal of Anesthesiology 2012;32(1):103-106
Objective To evaluate the effect of electro-acupuncture (EA) at Zusanli and Feishu on endotoxin shock-induced acute lung injury in rabbits.Methods Sixty healthy male New Zealand white rabbits aged 2 months weighing 1.5-2.0 kg were randomly divided into 6 groups (n =10 each):group sham operation (group S); group zinc protoporphyrin-Ⅸ (ZnPP-Ⅸ) (group Z); group lipopolysaccharide (LPS) (group L); group LPS + EA (group EL) ; group LPS + sham EA (group SEL) and group LPS + EA + ZnPP-Ⅸ (group ELZ).The animals were anesthetized with intraperitoneal 10% chloral hydrate 400 mg/kg and tracheostomized.The animals kept spontaneous breathing.Right internal carotid artery was cannulated for BP monitoring.Ear vein was cannulated for drug administration.LPS 5 mg/kg was injected iv in groups L,EL,SEL,ELZ.Endotoxin shock was confirmed by decrease in BP by 20 % of the baseline value and PaO2/FiO2 ≤ 300.ZnPP-Ⅸ (heme oxygenase (HO-1 ) inhibitor)10μmol/kg was injected intraperitoneal at 2 h after LPS injection in groups Z and ELZ.Bilateral 15 min EA stimulation of Zusanli and Feishu ( according to atlas of animal acu-points) was performed once a day for 5 days before LPS administration in groups EL and ELZ.The animals were sacrificed by blood-letting at 6 h after LPS administration.The lungs were removed for microscopic examination (0 =no injury,4 =most severe injury),detection of alveolar epithelial cell apoptosis (by TUNEL) and determination of HO-1 protein and mRNA expression.Results LPS significantly increased lung injury scores,alveolar epithelial cell apoptosis index (the number of apoptotic cells/total cells) and HO-1 protein and mRNA expression.EA significantly attenuated lung injury and alveolar epithelial cell apoptosis induced by LPS and further increased the expression of HO-1 protein and mRNA in group EL as compared with group L.The protective effects of EA was counteracted by ZnPP- Ⅸ in group ELZ.Conclusion EA at Zusanli and Feishu can attenuate endotoxin shock-induced lung injury by up-regulation of HO-1 expression and inhibiting alveolar epithelial cell apoptosis in the lung.
4.Effect of electro-acupuncture on Nrf2 expression in renal tissues of rabbits with endotoxic shock-induced acute kidney injury: relationship with p38MAPK signaling pathway
Man WANG ; Lirong GONG ; Jianbo YU ; Xinshun CAO ; Yuan ZHANG ; Lili WU ; Jia SHI
Chinese Journal of Anesthesiology 2014;34(8):1012-1016
Objective To investigate the effect of electro-acupuncture (EA) on nuclear factor E2-related factor 2 (Nrf2) expression in the renal tissues of rabbits with endotoxic shock-induced acute kidney injury (AKI) and the relationship with p38 mitogen-activated protein kinase (p38MAPK) signaling pathway.Methods Seventy male New Zealand white rabbits,weighing 1.5-2.0 kg,aged 2 months,were randomized into 7 groups (n =10 each) using a random number table:normal control group (C group),endotoxic shock-induced AKI group (AKI group),EA + endotoxic shock-induced AKI group (EA group),non-acupoints + endotoxic shock-induced AKI group (SA group),EA + endotoxic shock-induced AKI + specific p38MAPK blocker SB203580 group (EAS group),SB203580 group (S group),and ethanol group (A group).EA (intensity 1-2 mA,frequency 2/100 Hz,wave length 0.2-0.6 ms) of Zusanli and Shenyu lasting for 15 min was performed once a day for 5 consecutive days in EA and EAS groups.In SA group,EA was performed at the points 0.5 cm lateral to the acupoints of bilateral Zusanli and Shenyu using the parameters of EA mentioned above.At 24 h after the last EA,endotoxic shock-induced AKI was induced by injection of lipopolysaccharide (LPS) 5 mg/kg (in 2 ml normal saline) in AKI,EA,SA and EAS groups,while the equal volume of normal saline was given in the other groups.At 30 min before the model was established,5/μmol/kg SB203580 (in 0.5 ml ethanol) was injected intravenously in EAS and S groups,while ethanol 0.5 ml was given in A group and the equal volume of normal saline was given in the other groups.Blood samples were obtained at 6 h after administration of LPS or normal saline for determination of serum urea nitrogen (BUN) and creatinine (Cr) concentrations.The animals were sacrificed and kidney specimens were obtained for microscopic examination of pathological changes which were scored and for measurement of Nrf2 protein expression and phosphorylation of p38MAPK (by Western blot) and Nrf2 mRNA expression (using fluorescent quantitative PCR).Results Compared with C group,the pathological score and serum BUN and Cr concentrations were significantly increased,and Nrf2 mRNA and protein expression was up-regulated in AKI,EA,SA and EAS groups,the phosphorylation of p38MAPK was increased in AKI,EA and SA groups,and no significant changes were found in the parameters mentioned above in S and A groups.Compared with AKI group,the pathological score and serum BUN and Cr concentrations were significantly decreased,and Nrf2 mRNA and protein expression was up-regulated in EA and EAS groups,the phosphorylation of p38MAPK was increased in EA group,the phosphorylation of p38MAPK was decreased in EAS group,and no significant changes were found in the parameters mentioned above in SA group.Compared with EA group,the pathological score and serum BUN and Cr concentrations were significantly increased,Nrf2 mRNA and protein expression was down-regulated,and the phosphorylation of p38MAPK was decreased in EAS group.Conclusion The mechanism by which EA mitigates endotoxic shock-induced AKI may be related to activation of p38MAPK signaling pathway and up-regulation of Nrf2 expression in renal tissues of rabbits.
5.Role of PKCα in electroacupuncture-induced reduction of acute kidney injury induced by endotoxic shock in rabbits: the relationship with Nrf2/HO-1 pathway
Xinshun CAO ; Jia SHI ; Jianbo YU ; Yuan ZHANG ; Shu'an DONG ; Lili WU ;
Chinese Journal of Anesthesiology 2015;35(6):727-731
Objective To evaluate the role of protein kinase Ca (PKCα) in electroacupuncture (EA)-induced reduction of acute kidney injury (AKI) induced by endotoxic shock,and the relationship with nuclear factor E2-related factor 2/heme oxygenase-1 Nrf2/HO-1 pathway in rabbits.Methods Eighty heahhy male New Zealand white rabbits,aged 2 months,weighing 1.5-2.0 kg,were randomly divided into 8 groups (n=10 each) using a random number table:sham operation group (group S),group AKI,specific PKCα inhibitor chelerythrine + AKI group (group CHA),chelerythrine group (group Che),dimethyl sulfoxide (DMSO) group (group D),EA at acupoints + AKI group (group EA),EA at non-acupoints + AKI group (group SEA),and EA at acupoints + chelerythrine + AKI group (group CEA).Bilateral 30 min EA (disperse-dense wave,wave length 0.2-0.6 ms,frequency 2/15 Hz,intensity 1-2 mA) stimulation of Zusanli and Shenshu acupoints was performed once a day for 4 days before establishment of the model and during the process of establishment of the model in EA and CEA groups.In group SEA,EA was performed at the points 0.5 cm lateral to the acupoints of Zusanli and Shenshu with the same parameters.The animals were anesthetized with iv 20% urethane 5 ml/kg,tracheostomized and kept spontaneous breathing.Lipopolysaccharide 5 mg/kg (in 2 ml of normal saline) was injected via the auricular vein to establish the model of endotoxic shock-induced AKI in AKI,CHA,EA,SEA and CEA groups,while the equal volume of normal saline was given in S,Che and D groups.At 30 min before establishment of the model,chelerythrine 5 mg/kg (in 0.5 ml of 1% DMSO) was injected intravenously in CHA and CEA groups,the equal volume of chelerythrine was given in Che group,while the equal volume of DMSO was given in group D.At 6 h after lipopolysaccharide or normal saline injection,blood samples were taken from the internal carotid artery for determination of serum urea nitrogen (BUN) and creatinine (Cr) concentrations.The rabbits were then sacrificed by exsanguinations.The kidney specimens were removed for microscopic examination of pathologic changes which were scored and for determination of superoxide dismutase (SOD) activities,malondialdehyde (MDA) contents,and expression of PKCα protein and HO-1 protein,and expression of Nrf2 in nucleoprotein and total protein.Results Compared with group S,the serum BUN and Cr concentrations were significantly increased,MDA contents were increased,the activities of SOD were decreased,the kidney injury scores were increased,and the expression of PKCα protein,HO-1 protein,and Nrf2 in nucleoprotein and total protein was up-regulated in AKI,CHA,EA,SEA and CEA groups.Compared with group AKI,the serum BUN and Cr concentrations were significantly decreased,MDA contents were decreased,the activities of SOD were increased,the kidney injury scores were decreased,and the expression of PKCα protein,HO-1 protein,and Nrf2 in nucleoprotein and total protein was up-regulated in group EA,and the serum BUN and Cr concentrations were significantly increased,MDA contents were increased,the activities of SOD were decreased,the kidney injury scores were increased,and the expression of PKCα protein,HO-1 protein,and Nrf2 in nucleoprotein and total protein was down-regulated in CHA and CEA groups.The serum BUN and Cr concentrations were significantly higher,MDA contents were higher,the activities of SOD were lower,the kidney injury scores were higher,and the expression of PKCα protein,HO-1 protein,and Nrf2 in nucleoprotein and total protein was lower in group CEA than in group EA,and in CHA group than in CEA group.Conclusion PKCα mediates reduction of endotoxic shock-induced AKI by EA of Zusanli and Shenshu acupoints in rabbits,and the mechanism may be related to activation of Nrf2/HO-1.
6.Establishment of a Minipig Model of Ischemic Heart Failure with Acute Myocardial Infarction by Coronary Balloon Occlusion and Injection of Intermixture of Microthrombi and Plastic Microspheres
Jing ZHANG ; Xianghua FU ; Xinwei JIA ; Ning MA ; Xinshun GU ; Yunfa JIANG ; Weize FAN ; Xiaokun LIU ; Xinna FAN
Acta Laboratorium Animalis Scientia Sinica 2010;18(1):33-36
Objective To evaluate the method of establishment of a minipig model of ischemic heart failure(HF) with acute myocardial infarction(AMI) by coronary balloon occlusion and coadministration of injecting of microthrombi and plastic microspheres.Methods A total of eighteen minipigs were selected.After coronary angiography,angioplasty balloons were placed in the mid-distal of left anterior descending(LAD).The balloon was inflated intermittently to occlude the LAD 3 times and then to occlude it continuously for 120 minutes.After the balloon was taken out,4F Judkins-type angiogrphic catheter was superelectively engaged in LAD and 3 mL intermixture of mierothrombi and plastic microspheres were injected at 10 minites interval until TIMI myocardial perfusion was grade<2 and left ventfieular end-diastolic pressure was maintained from 15 to 18 mmHg.Electrocardiogram(ECG),hemodynamic perameters,ultrasonic cardiogram,cTnI and CK-MB were measured.Myocardial infarction area was evaluated by histopathology.Results Fourteen days later,fifteen minipigs survived and fourteen satisfied the criteria(pulmonary capillary wedge pressure.PCWP>18 mmHg and eardio output (CO) decreased beyond 30% ). The changes of ECG, hemodynamic perameters, CKMB, cTnI and cardiac pathologic examination were in accordance with AMI. Conclusion A stable experimental method of establishment of minipig model of ischemic heart failure (HF) with acute myocardial infarction (AMI) by coronary balloon occlusion and coadministration of injecting of microthrombi and plastic mierospheres is succeded. This method has advantages such as closed chest, higher success rate and stability compared with the drug induced, taehycardia-pacing induced, coronary artery ligation induced or microsphere injection alone methods.
7.Relationship between Nrf2-ARE pathway and acute lung injury induced by endotoxic shock in rabbits
Dan ZHENG ; Jianbo YU ; Lirong GONG ; Man WANG ; Yan XU ; Yuan ZHANG ; Li LI ; Xinshun CAO ; Daquan LIU
Chinese Journal of Anesthesiology 2014;(3):334-337
Objective To evaluate the relationship between erythroid 2-related factor (Nrf2 )-antioxidant response element (ARE) pathway and acute lung injury (ALI) induced by endotoxic shock in rabbits .Methods Thirty healthy male New Zealand white rabbits ,aged 2 months ,weighing 1.5-2.0 kg ,were randomly divided into 3 groups (n=10 each) using a random number table :control group (group C) ,group ALI and all-trans retinoic acid group (group ATRA ) .In group ATRA ,all-trans retinoic acid 6 mg/kg (in filter sterilized vegetable oil 1.2 ml) was injected intraperitoneally once a day for 2 days .ALI was induced by lipopolysaccharide 5 mg/kg (in normal saline 2 ml ) injected via the auricular vein at 10 h after the last injection of ATRA in ALI and ATRA groups .The equal volume of normal saline was injected instead in group C .The rabbits were sacrificed at 6 h after lipopolysaccharide or normal saline administration .The pulmonary specimens were removed for determination of wet/dry lung weight ratio (W/D ratio ) and expression of Nrf2 mRNA and nuclear protein ,and HO-1 mRNA and protein in lung tissues .The pathological changes of lungs were scored .Results Compared with group C ,the pathological score and W/D ratio were significantly increased , and the expression of Nrf2 mRNA and nuclear protein ,and HO-1 mRNA and protein was up-regulated in ALI and ATRA groups ( P<0.05 ) .Compared with group ALI ,the pathological score and W/D ratio were significantly increased ,the expression of HO-1 mRNA and protein was down-regulated ( P<0.05) ,and no significant change was found in the expression of Nrf2 mRNA and nuclear protein in group ATRA ( P> 0.05 ) .Conclusion Activation of Nrf2-ARE pathway is the regulatory mechanism of the body adapting to the ALI induced by endotoxic shock in rabbits .
8.T cells apoptosis and bronchial asthma
Chaopin XING ; Qingqing CUI ; Xinshun ZHANG ; Yongjiao LIU
International Journal of Pediatrics 2017;44(9):591-594
Bronchial asthma is a type of complex causes of disease. It is determined by the environmen-tal factors and genetic factors,is caused by a variety of inflammatory cells in chronic inflammation of the air-way. More research has proved that T cells are involved in the main immune regulating airway inflammation. In recent years,studies have proved that the T cell activation induced apoptosis mechanisms involved in the patho-genesis ofasthma,based on T cell apoptosis in bronchial asthma onset process is summarized,and provide the ba-sis for further elucidate the pathogenesis of asthma.
9.Impact of early percutaneous coronary intervention after thrombolysis on myocardial perfusion and left ventricular function in patients with acute ST-segment elevation myocardial infarction
Yajing MIAO ; Xiaoxu WANG ; Yanbo WANG ; Gaojie HAN ; Qiaoli TONG ; Xuqian ZHANG ; Jinglan WU ; Xinshun GU ; Hongning YIN
Chinese Journal of Ultrasonography 2024;33(2):98-105
Objective:To investigate the effects of early percutaneous coronary intervention (PCI) on myocardial perfusion and left ventricular function in patients with acute ST-segment elevation myocardial infarction (STEMI) after thrombolysis.Methods:A total of 108 patients with STEMI treated in the Second Hospital of Hebei Medical University from January 2020 to December 2022 were divided into early PCI following thrombolysis group ( n=65) and primary PCI (pPCI) group ( n=43). The general clinical data, and the parameters of routine echocardiography at 1 day after PCI and before discharge were compared between the two groups. Myocardial contrast echocardiography (MCE) was used to evaluate myocardial perfusion at 1 day after PCI and before discharge. Results:There were no significant differences in general clinical data between the early PCI following thrombolysis group and the pPCI group (all P>0.05). The left ventricular ejection fraction (LVEF) in the early PCI following thrombolysis group and pPCI group before discharge was significantly higher than that on the 1st day after PCI(both P<0.05). The difference of LVEF was significant between the early PCI following thrombolysis group and the pPCI group before discharge and 1 day after PCI ( P<0.05). Compared with 1 day after PCI, the global longitudinal strain (LVGLS) of left ventricle increased in early PCI following thrombolysis group and pPCI group before discharge(both P<0.05). The difference of LVGLS between early PCI following thrombolysis group and pPCI group before discharge and 1 day after discharge was statistically significant( P<0.05). There were no significant differences in left ventricular end-diastolic diameter (LVEDD), left ventricular end-diastolic volume (LVEDV), left atrial volume (LAV), ratio of mitral early diastolic velocity to late diastolic velocity (E/A), mean early diastolic velocity of mitral annulus (Em) and E/Em 1 day after PCI and before discharge between early PCI following thrombolysis group and pPCI group (all P>0.05). MCE showed that the MCE score index of early PCI following thrombolysis group and pPCI group before discharge was significantly lower than that of 1 day after PCI(both P<0.001). Compared to the 1 day after PCI, the early PCI following thrombolysis group showed a significant increase in the proportion of normal microvascular perfusion (nMVP) and a decrease in the proportion of delayed microvascular perfusion (dMVP) and microvascular obstruction (MVO) before discharge (all P<0.05). In contrast, the pPCI group demonstrated a significant decrease in the proportion of both nMVP and dMVP before discharge compared to the first day after PCI (all P<0.05). However, the decrease in the proportion of MVO was not statistically significant ( P>0.05). Conclusions:Early PCI following thrombolysis and pPCI can enhance left ventricular systolic function and myocardial perfusion in patients with acute ST-elevation myocardial infarction. Early PCI following thrombolysis may offer additional advantages in improving left ventricular systolic function and myocardial perfusion.
10.Identification of M1 macrophage-related genes in rejection after kidney transplantation based on weighted gene co-expression network analysis
Boqing DONG ; Yang LI ; Yuting SHI ; Jing ZHANG ; Xinshun FENG ; Jin ZHENG ; Xiao LI ; Xiaoming DING ; Wujun XUE
Organ Transplantation 2023;14(1):83-
Objective To identify M1 macrophage-related genes in rejection after kidney transplantation and construct a risk prediction model for renal allograft survival. Methods GSE36059 and GSE21374 datasets after kidney transplantation were downloaded from Gene Expression Omnibus (GEO) database. GSE36059 dataset included the samples from the recipients with rejection and stable allografts. Using this dataset, weighted gene co-expression network analysis (WGCNA) and differential analysis were conducted to screen the M1 macrophage-related differentially expressed gene (M1-DEG). Then, GSE21374 dataset (including the follow-up data of graft loss) was divided into the training set and validation set according to a ratio of 7∶3. In the training set, a multivariate Cox's model was constructed using the variables screened by least absolute shrinkage and selection operator (LASSO), and the ability of this model to predict allograft survival was evaluated. CIBERSORT was employed to analyze the differences of infiltrated immune cells between the high-risk group and low-risk group, and the distribution of human leukocyte antigen (HLA)-related genes was analyzed between two groups. Gene set enrichment analysis (GSEA) was used to further clarify the biological process and pathway enrichment in the high-risk group. Finally, the database was employed to predict the microRNA (miRNA) interacting with the prognostic genes. Results In the GSE36059 dataset, 14 M1-DEG were screened. In the GSE21374 dataset, Toll-like receptor 8 (TLR8), Fc gamma receptor 1B (FCGR1B), BCL2 related protein A1 (BCL2A1), cathepsin S (CTSS), guanylate binding protein 2(GBP2) and caspase recruitment domain family member 16 (CARD16) were screened by LASSO-Cox regression analysis, and a multivariate Cox's model was constructed based on these 6 M1-DEG. The area under curve (AUC) of receiver operating characteristic of this model for predicting the 1- and 3-year graft survival was 0.918 and 0.877 in the training set, and 0.765 and 0.736 in the validation set, respectively. Immune cell infiltration analysis showed that the infiltration of rest and activated CD4+ memory T cells, γδT cells and M1 macrophages were increased in the high-risk group (all