1.Construction of glucose oxidase–loaded nanogels and its inhibition effect on the Warburg effect in glioma cells
Wenbo ZHOU ; Weilin LI ; Wuting DAI ; Ruiyao LIU ; Yuan YU
Journal of Pharmaceutical Practice and Service 2026;44(3):132-136
Objective To construct glucose oxidase(GOx)–loaded nanogels (GONGs), optimize their formulation, and evaluate their capacity to inhibit the Warburg effect in glioma cells. Methods A responsive polymer (HAM) was synthesized and used to self-assemble GONGs, which were then characterized. Encapsulation efficiency and drug loading were determined using fluorescence spectrophotometry. Biocompatibility was tested by measuring cytotoxicity and hemolytic activity. Western blotting was used to evaluate the effects of GONGs on the expression of proteins associated with the Warburg phenotype and oxidative damage in glioma cells. Results GONGs prepared at a drug–to–polymer ratio of 1∶10 exhibited a particle size of 140.3 nm and a zeta potential of −27.2 mV. Compared with free GOx, GONGs markedly reduced cytotoxicity, increased the IC50 in hUVEC cells from 2.150 nmol/L to 74.86 nmol/L, and significantly decreased hemolysis. At a GOx concentration of 2 nmol/L, GONGs effectively downregulated glycolysis-related proteins, such as HK2 and LDHA, and inhibited glutamine metabolism in glioma cells. Conclusion GONGs exhibited high GOx loading capacity, significantly reduced GOx-induced cytotoxicity, inhibited the Warburg effect in glioma cells and induced oxidative damage.
2.Safety and efficacy of the Neuroform EZ stent in treating severe symptomatic intracranial atherosclerotic stenosis
Ziang CHEN ; Wenbo LIU ; Dehua GUO ; Yanyan HE ; Mengyue LIU ; Yang ZHAO ; Yukuan PANG ; Tianxiao LI ; Yingkun HE
Chinese Journal of Cerebrovascular Diseases 2025;22(10):721-730
Objective To evaluate the safety and efficacy of the Neuroform EZ self expanding stent for severe symptomatic intracranial atherosclerotic stenosis(sICAS).Methods Retrospectively enrolled consecutive patients with severe sICAS who underwent percutaneous transluminal angioplasty and stenting(PTAS)with a Neuroform EZ stent in the Department of Cerebrovascular Disease,Henan Provincial People's Hospital,from March 2020 to December 2022.Baseline demographic and clinical data were collected,including age,sex,hypertension,diabetes mellitus,coronary artery disease,dyslipidemia,hyperhomocysteinemia,transient ischemic attack(TIA)and ischemic stroke,smoking history,modified Rankin scale(mRS)score at admission,and National Institutes of Health stroke scale(NIHSS)score.Preoperative imaging data included target vessel(basilar artery,intracranial segment of the internal carotid artery,middle cerebral artery,and intracranial vertebral artery),lesion length,degree of stenosis,and vascular morphology according to the Mori classification(type A,lesion length<5 mm with concentric or moderately eccentric stenosis;type B,lesion length<10 mm with severely eccentric stenosis;type C,lesion length>10 mm or arterial angulation>90°).Technical success was defined as accurate delivery and deployment of the stent with complete coverage of the target lesion and immediate post deployment residual stenosis<50%.Postoperative head CT was performed to detect intracranial hemorrhage.Periprocedural complications were recorded,including intracranial hemorrhage,arterial dissection,in stent thrombosis,and perforator occlusion occurring intraoperatively within 72 hours after the procedure.At one-month post-operation,patients were seen through outpatient follow-up for TIA,hemorrhagic or ischemic stroke,and all cause death.At 6 months after surgery,DSA or CT angiography(CTA)was performed to assess in stent restenosis(ISR,defined as>50%stenosis within the stent or within5mm of its edges,or>20%luminal loss).At 1 and 2 years postoperatively,ipsilateral ischemic stroke or TIA recurrence was assessed by outpatient visit or telephone follow up.Results A total of 76 patients with severe sICAS underwent PTAS with a Neuroform EZ stent(56 males,20 females,age 47-80 years,with a mean age of[61±10]years).(1)Within all patients enrolled,40 had middle cerebral artery,16 with basilar artery,6 with intracranial vertebral artery and 14 with intracranial internal carotid artery.The preprocedural lesion length was 2-15 mm,with a mean length of(6.2±2.5)mm,and stenosis severity was70%-99%,the mean severity was(83.2±6.9)%,with Mori type B being the most common type(57.9%[44/76]).(2)PTAS was successfully completed on all patients(technical success 100%).Pre dilation with a conventional balloon was performed in all cases(using balloon with diameter of 1.5-3.5mm,and stent with diameter of 2.5-4.5 mm and length of 15-30 mm).Immediate post procedural residual stenosis was(17.4±9.0)%,significantly lower than baseline(t=52.9,P<0.05),with a mean difference of 65.8%(95%CI63.3%-68.3%).(3)Among all 76patients,one patient developed a flow limiting dissection post balloon angioplasty,which recovered after stent deployment.One patient with basilar artery stenosis experienced recurrent ischemic stroke at 5-day postoperatively,presenting with right sided weakness and coughing on liquids.Imaging showed an acute infarct in the left pons,considered perforator occlusion.The overall periprocedural complication rate was 2.6%(2/76).(4)No deaths occurred within 30 days after surgery.Sixty nine patients(90.8%)underwent 6 month imaging follow up with DSA(52 cases)or CTA(17 cases).ISR occurred in 12 patients(17.4%),including 6 asymptomatic and 6symptomatic cases.The ipsilateral ischemic stroke recurrence rate was 6.6%(5/76)at1 year and13.2%(10/76)at2years.Conclusions Neuroform EZstent assisted PTASappears safe and feasible for the treatment of severe sICAS.The long term effectiveness requires confirmation in large,multicenter,prospective studies.
3.Effects of target-oriented liquid therapy on the treatment outcomes of skin grafting in patients with severe burns
Zheng CHANG ; Xiaoguo LIU ; Wenbo LU ; Weibin MA ; Canjin QIU ; Hua CHEN
Chinese Journal of Primary Medicine and Pharmacy 2025;32(11):1634-1639
Objective:To investigate the effects of target-oriented liquid therapy on the treatment outcomes of skin grafting in patients with severe burns.Methods:A total of 60 patients with severe burns (total burn area over 20%, and deep second-degree burn area ≥ 10%) who were scheduled for skin graft surgery at the Marine Police Corps Hospital of Chinese People's Armed Police Force from January 2019 to January 2022 were included in this cohort study. The patients were randomly divided into a control group (conventional fluid therapy) and an observation group (target-oriented fluid therapy) using a random number table method, with 30 patients in each group.The levels of lactate (Lac) and high-sensitivity cardiac troponin I (cTnI) were compared between the two groups. The usage of colloid and crystalloid fluids, urine output, length of hospital stay, and the incidence of complications were compared between the two groups.Results:At the end of the surgery, the levels of Lac and cTnI in the observation group were (1.13 ± 0.22) mmol/L and (0.95 ± 0.25) μg/L, respectively, both of which were significantly lower than those in the control group [(1.52 ± 0.34) mmol/L, (1.10 ± 0.31) μg/L; t = 5.24, 0.83, P < 0.001, P = 0.044]. The differences in Lac and cTnI levels in the observation group were (0.53 ± 0.36) and (0.13 ± 0.07), respectively, which were significantly greater than those in the control group [(0.23 ± 0.16), (0.02 ± 0.01), t = -4.17 and -3.45, P < 0.001, P = 0.001]. The volumes of colloid and crystalloid fluids and the length of hospital stay in the observation group were (960.25 ± 153.32) mL, (1 680.52 ± 253.08) mL, and (51.36 ± 17.25) days, respectively. These values were significantly lower or shorter than those in the control group [(1 459.73 ± 203.41) mL, (2 401.89 ± 301.23) mL, (81.05 ± 25.08) days, t = 10.74, 10.04, 5.34,all P < 0.001]. The incidences of postoperative infection, pneumonia, and arrhythmia in the observation group were 33.33% (10/30), 16.67% (5/30), and 16.67% (5/30), respectively, which were significantly lower than those in the control group [63.33% (19/30), 46.67% (14/30), 30.00% (15/30); χ2 = 5.41, 6.24, 7.50, P = 0.020, P = 0.013, P = 0.006]. However, there was no statistically significant difference in acute lung injury, heart failure, and myocardial injury between the two groups ( χ2 = 1.36, 1.92, 0.29; P = 0.243, 0.166, 0.592). Conclusions:Compared with traditional fluid replacement therapy, target-oriented fluid therapy has a more significant therapeutic effect on patients with severe burns. It not only reduces fluid usage and the length of hospital stay but also decreases the incidence of infection, pneumonia, and arrhythmia in these patients.
4.Epidemiological characteristics of respiratory human adenovirus infections in hospitalized children in Ningbo from 2019 to 2024
Bibo MAO ; Wenbo LU ; Zhuoling LI ; Chengbo ZHOU ; Changshui CHEN ; Haiyan QIU ; Wenyuan LIU
Chinese Journal of Nosocomiology 2025;35(19):2960-2964
OBJECTIVE To investigate the epidemiological characteristics of respiratory human adenovirus(H AdV)infections in hospitalized children in Ningbo,and to provide data for formulating infection prevention and control strategies for HAdV.METHODS A total of 65 022 children hospitalized with respiratory infections at the Women and Children's Hospital of Ningbo University from Jul.2019 to Dec.2024 were selected as the study sub-jects.Multiple reverse transcription-polymerase chain reaction(RT-PCR)and capillary electrophoresis were used to detect 11 non-bacterial pathogens.Basic and clinical information of the children was collected for analysis.RESULTS A total of 65 022 specimens were tested,with 4 292 cases tested positive for HAdV positivity,yielding a positive rate of 6.60%.The lowest positive rate was observed in 2023(3.22%),while the highest was in 2024(13.97%).Compared to the years 2019-2023,the overall HAdV positive rate was high in 2024,peaking at 26.80%in Jun.,indicating an outbreak.The total HAdV positive rate was higher in boys(6.82%)than in girls(6.32%)(P=0.006).The highest HAdV positive rate was observed in the 2 to<6 age group(9.00%),while the lowest was in the 0 to<1 age group(2.33%).Among the HAdV-positive specimens,2 658 cases(61.93%)were single infections,and 1 634 cases(38.07%)were co-infections.The non-bacterial respiratory pathogens with the highest co-infection rates were human rhinovirus(34.09%),Mycoplasma pneumoniae(20.44%)and human parainfluenza virus(5.75%).CONCLUSIONS A n outbreak of HAdV infections is observed among hospitalized children in Ningbo in 2024.Higher positive rates are found in boys aged 2 to<6 years,with a certain proportion of co-infections.
5.Related factors of cognitive impairment in middle-aged and old-aged patients with type 2 diabetes mellitus
Jiayu WANG ; Yangfan CHAI ; Qirun LI ; Jun MA ; Ying GAO ; Wei LIU ; Youyuan HUANG ; Yan ZHANG ; Jia JIA ; Shuyu WANG ; Wenbo WANG ; Liguang DONG ; Anping WANG ; Yingkui SI ; Guilan KONG ; Jian ZHANG ; Junqing ZHANG
Chinese Mental Health Journal 2025;39(1):13-19
Objective:To investigate the related factors of cognitive impairment in middle-aged and old-aged patients with type 2 diabetes mellitus(T2DM).Methods:A total of 970 patients with T2DM(585 middle-aged group and 385 old-aged group)were selected from residents of a large community in Beijing from September to December 2018.The Mini-Mental State Examination(MMSE)was used to assess the cognitive func-tion.Multivariate logistic regression was used to analyze the related factors.Results:The detection rates of cognitive impairment were 12.0%and 13.5%in middle-aged and old-aged patients with T2DM,respectively.Among mid-dle-aged patients with T2DM,work(OR=0.22,95%CI:0.03-0.77)and education at the junior college or un-dergraduate level and above(OR=0.18,95%CI:0.04-0.55)were protective factors for cognitive impair-ment.Myocardial infarction(OR=4.13,95%CI:1.26-13.63)was a risk factor for cognitive impairment.Among old-aged patients with T2DM,drinking tea 1-2 times a week(OR=0.11,95%CI:0.01-0.58)and education at the junior college or undergraduate level and above(OR=0.19,95%CI:0.05-0.54)were protective factors for cognitive impairment.Stroke(OR=3.64,95%CI:1.55-8.39)and good sleep self-assessment(OR=2.75,95%CI:1.13-7.35)were risk factors for cognitive impairment.Conclusion:Cognitive impairment in middle-aged pa-tients with T2DM is related to work,education level and myocardial infarction,and cognitive impairment in old-aged patients with T2DM is related to lifestyle,education level and stroke.
6.Experimental study of ursolic acid regulating HMGB1/TLR4 pathway to reduce intestinal barrier injury in a rat model of ulcerative colitis
Hongxin LI ; Jing LIU ; Zewen FAN ; Wenbo XU
Chinese Journal of Immunology 2025;41(3):620-627
Objective:To investigate the mechanism of ursolic acid regulating HMGB1/TLR4 pathway in reducing intestinal barrier injury in a rat model of ulcerative colitis(UC).Methods:Rats were randomly divided into control group,model group,glycyr-rhizic acid(HMGB1 inhibitor)group,ursolic acid group and glycyrrhizic acid+ursolic acid group,with 12 rats in each group.UC rat model was induced by tritrobenzene sulfonate enema.After drug administration,body weight and disease activity index(DAI)score were performed of rats in each group;pathological morphology of colonic mucosa was detected by HE staining,the thickness of mucosa and height of villi were compared;levels of catalase(CAT),superoxide dismutase(SOD),malondialdehyde(MDA)in colon tissue,levels of serum diamine oxidase(DAO),and intestinal fatty acid binding protein(I-FABP),TNF-α,IL-18,IL-6 were detected by kits;expression levels of tight junction proteins(Claudin-1,ZO-1,Occludin)and HMGB1/TLR4 pathway proteins(HMGB1,TLR4,MyD88)in colon tissues were detected by Western blotting.Expression levels of HMGB1,TLR4 and MyD88 in colonic tissue were detected by immunohistochemistry.Results:Compared with control group,colonic mucosal tissue of model group had severe pathological injury,the body weight,mucosal thickness,villus height,CAT,SOD,Claudin-1,ZO-1 and Occludin levels in colon tis-sue were significantly reduced,while DAI score,serum DAO,I-FABP,TNF-α,IL-18 and IL-6 levels,colon tissue MDA,HMGB1,TLR4 and MyD88 levels were significantly increased(P<0.05);compared with model group,pathological injury of colonic mucosal tissue of rats in ursolic acid group,glycyrrhizic acid group and glycyrrhizic acid+ursolic acid group were reduced,body weight,muco-sal thickness,villus height,colon tissue CAT,SOD,Claudin-1,ZO-1 and Occludin levels were significantly increased,while DAI score,serum DAO,I-FABP,TNF-α,IL-18 and IL-6 levels,colon tissue MDA,HMGB1,TLR4 and MyD88 levels were significantly reduced(P<0.05);combined intervention of glycyrrhizic acid and ursolic acid could enhance the influence of ursolic acid on the above indexes(P<0.05).Conclusion:Ursolic acid can inhibit inflammation,reduce the level of oxidative stress,reduce the colonic mucosal injury of UC rats,repair the intestinal mucosal barrier function,and improve the clinical symptoms of rats,which may be achieved by down-regulating the HMGB1/TLR4 pathway.
7.Role and clinical application progress of exosome-derived non-coding RNA in microenvironment of osteoarthritis
Zhichao LI ; Zhenguo YANG ; Lei WANG ; Wenbo WANG ; Jingcai XUE ; Wenbin LIU ; Hui CAO
Chinese Journal of Tissue Engineering Research 2025;29(13):2784-2792
BACKGROUND:Osteoarthritis is a common degenerative joint disease,and the etiology and development of its pathogenesis are still unclear.Timely diagnosis and treatment of early osteoarthritis are crucial,and there is currently no definite and effective method.Extracellular vesicles come from a wide range of sources,including non-coding RNAs such as small RNAs,circular RNAs,and long chain non-coding RNAs.Extracellular vesicles non-coding RNAs can be directly delivered from primitive cells to neighboring or remote cells,regulating cell activity through intercellular communication and playing an important regulatory role in reshaping the bone and joint microenvironment.OBJECTIVE:To summarize the intervention effects of exosome-derived non-coding RNAs on the joint microenvironment of osteoarthritis and the progress made in clinical application,and to clarify the potential of exosome-derived non-coding RNAs in the diagnosis and treatment of osteoarthritis.METHODS:Search terms "exosomes,non-coding RNA,osteoarthritis,application,signal pathway,synovial fluid,cartilage cells,cartilage matrix,subchondral,mechanism" were used for the search on PubMed database.Finally,66 related articles were included for review analysis.RESULTS AND CONCLUSION:(1) Exosome-derived non-coding RNAs play an important regulatory role in the joint microenvironment during the pathogenesis of osteoarthritis,mainly reflected in:exosome non-coding RNAs regulating the inflammatory response in the joint,degeneration of chondrocytes and cartilage matrix,subchondral bone remodeling,and intercellular communication.(2) The non-coding RNAs in exosomes can serve as biomarkers for osteoarthritis,aiding in the early diagnosis and monitoring of disease progression and prognosis.(3) Exosome non-coding RNAs serve as therapeutic targets for osteoarthritis.Exosomes carry miRNAs to the articular chondrocytes and cartilage matrix to play a regulatory role.(4) Exosomes non-coding RNAs can improve the effect of cartilage tissue engineering by regulating gene expression and promoting intercellular communication to repair or regenerate damaged cartilage.(5) In future research,researchers should continue to explore the intervention mechanism of non-coding RNAs derived from exosomes on osteoarthritis,and apply them to clinical practice in combination with the latest research outcomes in cartilage tissue engineering,which will effectively help solve the pain of osteoarthritis patients.
8.Safety and efficacy of the Neuroform EZ stent in treating severe symptomatic intracranial atherosclerotic stenosis
Ziang CHEN ; Wenbo LIU ; Dehua GUO ; Yanyan HE ; Mengyue LIU ; Yang ZHAO ; Yukuan PANG ; Tianxiao LI ; Yingkun HE
Chinese Journal of Cerebrovascular Diseases 2025;22(10):721-730
Objective To evaluate the safety and efficacy of the Neuroform EZ self expanding stent for severe symptomatic intracranial atherosclerotic stenosis(sICAS).Methods Retrospectively enrolled consecutive patients with severe sICAS who underwent percutaneous transluminal angioplasty and stenting(PTAS)with a Neuroform EZ stent in the Department of Cerebrovascular Disease,Henan Provincial People's Hospital,from March 2020 to December 2022.Baseline demographic and clinical data were collected,including age,sex,hypertension,diabetes mellitus,coronary artery disease,dyslipidemia,hyperhomocysteinemia,transient ischemic attack(TIA)and ischemic stroke,smoking history,modified Rankin scale(mRS)score at admission,and National Institutes of Health stroke scale(NIHSS)score.Preoperative imaging data included target vessel(basilar artery,intracranial segment of the internal carotid artery,middle cerebral artery,and intracranial vertebral artery),lesion length,degree of stenosis,and vascular morphology according to the Mori classification(type A,lesion length<5 mm with concentric or moderately eccentric stenosis;type B,lesion length<10 mm with severely eccentric stenosis;type C,lesion length>10 mm or arterial angulation>90°).Technical success was defined as accurate delivery and deployment of the stent with complete coverage of the target lesion and immediate post deployment residual stenosis<50%.Postoperative head CT was performed to detect intracranial hemorrhage.Periprocedural complications were recorded,including intracranial hemorrhage,arterial dissection,in stent thrombosis,and perforator occlusion occurring intraoperatively within 72 hours after the procedure.At one-month post-operation,patients were seen through outpatient follow-up for TIA,hemorrhagic or ischemic stroke,and all cause death.At 6 months after surgery,DSA or CT angiography(CTA)was performed to assess in stent restenosis(ISR,defined as>50%stenosis within the stent or within5mm of its edges,or>20%luminal loss).At 1 and 2 years postoperatively,ipsilateral ischemic stroke or TIA recurrence was assessed by outpatient visit or telephone follow up.Results A total of 76 patients with severe sICAS underwent PTAS with a Neuroform EZ stent(56 males,20 females,age 47-80 years,with a mean age of[61±10]years).(1)Within all patients enrolled,40 had middle cerebral artery,16 with basilar artery,6 with intracranial vertebral artery and 14 with intracranial internal carotid artery.The preprocedural lesion length was 2-15 mm,with a mean length of(6.2±2.5)mm,and stenosis severity was70%-99%,the mean severity was(83.2±6.9)%,with Mori type B being the most common type(57.9%[44/76]).(2)PTAS was successfully completed on all patients(technical success 100%).Pre dilation with a conventional balloon was performed in all cases(using balloon with diameter of 1.5-3.5mm,and stent with diameter of 2.5-4.5 mm and length of 15-30 mm).Immediate post procedural residual stenosis was(17.4±9.0)%,significantly lower than baseline(t=52.9,P<0.05),with a mean difference of 65.8%(95%CI63.3%-68.3%).(3)Among all 76patients,one patient developed a flow limiting dissection post balloon angioplasty,which recovered after stent deployment.One patient with basilar artery stenosis experienced recurrent ischemic stroke at 5-day postoperatively,presenting with right sided weakness and coughing on liquids.Imaging showed an acute infarct in the left pons,considered perforator occlusion.The overall periprocedural complication rate was 2.6%(2/76).(4)No deaths occurred within 30 days after surgery.Sixty nine patients(90.8%)underwent 6 month imaging follow up with DSA(52 cases)or CTA(17 cases).ISR occurred in 12 patients(17.4%),including 6 asymptomatic and 6symptomatic cases.The ipsilateral ischemic stroke recurrence rate was 6.6%(5/76)at1 year and13.2%(10/76)at2years.Conclusions Neuroform EZstent assisted PTASappears safe and feasible for the treatment of severe sICAS.The long term effectiveness requires confirmation in large,multicenter,prospective studies.
9.Clinical study of self-help inflatable balloon for refractory benign upper digestive tract stricture
Qianqian DONG ; Wenbo LI ; Qun LI ; Zengyi MA ; Wenming WU ; Minghui WANG ; Jing WANG ; Feifei FAN ; Kuilin SUN ; Xiaofeng LIU
China Journal of Endoscopy 2025;31(4):80-85
Objective To investigate the efficacy and safety of self-help inflatable balloon in the treatment of refractory benign upper digestive tract stricture.Methods From November 2022 to February 2024,10 patients with refractory benign upper digestive tract stricture underwent self-help inflatable balloon were retrospectively analyzed.Preoperative treatment,intraoperative and postoperative complications,dysphagia score before and after surgery,wearing time of external self-help inflatable balloon,and the clinical efficacy were evaluated.Results All the 10 patients received self-help inflatable balloon treatment.No complications such as bleeding and perforation occurred in all patients during the wearing of the balloon.The placement time of the balloon was 60~180 d,and the average wearing time was 104.9 d.Before surgery,nine cases had a stricture segment length less than 2 cm,and one case had a stricture segment length of 6 cm.The dysphagia score before surgery was(3.60±0.52),and the dysphagia score after removal of the self-help inflatable balloon was(0.60±0.52),and there was statistical significance in preoperative and postoperative comparison(P<0.05).The dysphagia score 3 months after removal of the external self-help inflatable balloon was(0.70±0.48),there was no significant difference in dysphagia score between the day after surgery and 3 months after surgery(P>0.05).The diameter of the stricture before and after operation was(5.09±2.02)mm and(10.35±0.73)mm respectively,and the difference was statistically significant(P<0.05).Sore throat,wing of nose pain and balloon displacement were the most common adverse events,with 30.0%(3/10),50.0%(5/10)and 70.0%(7/10),respectively.Conclusion It is safe,effective and feasible to treat refractory benign upper digestive tract stricture with self-help inflatable balloon in vitro.It is worthy for clinical application.
10.Identification of endothelial cell key genes associated with pathogenesis and invasion of human venous malformations using single-nucleus RNA sequencing-based co-expression network analysis
Wenbo LIU ; Junjie LIN ; Meijuan ZHANG ; Chunjie YUAN ; Xiaojuan FENG ; Wenting JIAO ; Junbo QIAO ; Wenqiu WANG ; Bin FANG ; Changkuan CHEN
Chinese Journal of Preventive Medicine 2025;59(4):458-467
Objective:This study aimed to identify key genes in endothelial cell (EC) associated with the pathogenesis and progression of human venous malformations (VMs) through bioinformatics analysis, providing potential biomarkers for early screening and targeted therapy of VMs.Methods:A case-control study was conducted using surgically resected tissue specimens from VMs patients at the Third Affiliated Hospital of Zhengzhou University (from September 2021 to September 2023), with malformed venous tissues as the experimental group and distal normal venous tissues as controls. Single-nucleus RNA sequencing (snRNA-seq) was performed on paired experimental and control samples from four VM patients. High-dimensional weighted gene co-expression network analysis (hdWGCNA), combined with gene ontology (GO), Kyoto encyclopedia of genes and genomes (KEGG), and protein-protein interaction (PPI) network analysis, identified critical genes. Validation experiments included 15 additional VM cases and controls using reverse transcription quantitative polymerase chain reaction (RT-qPCR), immunohistochemistry (IHC), and Western blot.Results:A total of 55 430 nuclei were captured using snRNA-seq, with 30 391 nuclei from the experimental group and 25 039 nuclei from the control group. Cluster analysis identified 22 distinct cell populations, which were annotated into 8 cell types. hdWGCNA revealed four modules associated with invasion, which were enriched in angiogenesis, integrin signaling, and cell adhesion according to GO analysis. KEGG pathway analysis indicated that the PI3K-AKT signaling pathway and focal adhesion are key regulatory mechanisms. PPI network analysis combined with cytoscape identified EGFL7, TEK, and FLT1 as key genes. RT-qPCR results demonstrated that the relative mRNA expression levels of these three genes in the experimental group (6.66±2.31, 1.86±0.62, 3.49±0.58) were significantly higher than those in the control group (1.05±0.14, 1.00±0.14, 1.06±0.25), with statistically significant differences ( t=9.37, 4.27, 11.20, P<0.05). Immunohistochemical analysis showed that the relative protein expression levels of these three genes in the cytoplasm of the experimental group (0.84±0.15, 0.68±0.14, 0.85±0.12) were also significantly higher than those in the control group (0.19±0.05, 0.23±0.06, 0.30±0.05), with statistically significant differences ( t=16.62, 5.93, 11.68, P<0.05). Western blot analysis confirmed that the relative protein expression levels of these three genes in the experimental group (0.35±0.04, 0.36±0.09, 0.31±0.04) were significantly higher than those in the control group (0.19±0.01, 0.13±0.02, 0.14±0.04), with statistically significant differences ( t=7.05, 4.61, 5.93, P<0.05). Conclusion:EGFL7, FLT1, and TEK in EC may play crucial roles in the occurrence and invasion of VMs.

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