1.Construction of a prognostic prediction model for invasive lung adenocarcinoma based on machine learning
Yanqi CUI ; Jingrong YANG ; Lin NI ; Duohuang LIAN ; Shixin YE ; Yi LIAO ; Jincan ZHANG ; Zhiyong ZENG
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2025;32(01):80-86
Objective To determine the prognostic biomarkers and new therapeutic targets of the lung adenocarcinoma (LUAD), based on which to establish a prediction model for the survival of LUAD patients. Methods An integrative analysis was conducted on gene expression and clinicopathologic data of LUAD, which were obtained from the UCSC database. Subsequently, various methods, including screening of differentially expressed genes (DEGs), Gene Ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis and Gene Set Enrichment Analysis (GSEA), were employed to analyze the data. Cox regression and least absolute shrinkage and selection operator (LASSO) regression were used to establish an assessment model. Based on this model, we constructed a nomogram to predict the probable survival of LUAD patients at different time points (1-year, 2-year, 3-year, 5-year, and 10-year). Finally, we evaluated the predictive ability of our model using Kaplan-Meier survival curves, receiver operating characteristic (ROC) curves, and time-dependent ROC curves. The validation group further verified the prognostic value of the model. Results The different-grade pathological subtypes' DEGs were mainly enriched in biological processes such as metabolism of xenobiotics by cytochrome P450, natural killer cell-mediated cytotoxicity, antigen processing and presentation, and regulation of enzyme activity, which were closely related to tumor development. Through Cox regression and LASSO regression, we constructed a reliable prediction model consisting of a five-gene panel (MELTF, MAGEA1, FGF19, DKK4, C14ORF105). The model demonstrated excellent specificity and sensitivity in ROC curves, with an area under the curve (AUC) of 0.675. The time-dependent ROC analysis revealed AUC values of 0.893, 0.713, and 0.632 for 1-year, 3-year, and 5-year survival, respectively. The advantage of the model was also verified in the validation group. Additionally, we developed a nomogram that accurately predicted survival, as demonstrated by calibration curves and C-index. Conclusion We have developed a prognostic prediction model for LUAD consisting of five genes. This novel approach offers clinical practitioners a personalized tool for making informed decisions regarding the prognosis of their patients.
2.Cartilage Protection and Anti-Inflammatory Effects of Fraxetin on Monosodium Iodoacetate-Induced Rat Model of Osteoarthritis
Zhiwei LIU ; Ran YANG ; Hao LIAN ; Yu ZHANG ; Lilun JIN
Laboratory Animal and Comparative Medicine 2025;45(3):259-268
ObjectiveTo establish a rat model of osteoarthritis and study the anti-inflammatory effects and mechanisms of fraxetin. MethodsEighteen 8-week-old male SPF-grade SD rats were randomly divided into three groups: Rats in the blank group received a right articular cavity injection of 50 μL of normal saline for 1 week; the model and intervention groups were injected with monosodium iodoacetate (MIA) into the right joint cavity to induce osteoarthritis, while the intervention group subsequently received fraxetin (5 mg·kg-1·d-1) for 1 week. Four weeks after drug intervention, abdominal aortic blood was collected. The animals were then euthanized, and knee joint cartilage were collected. The cartilage samples were stained with hematoxylin-eosin, safranin O-fast green, and toluidine blue for histopathological examination and scoring using the Mankin and OARSI scoring systems. The trabecular bone volume/total volume (Tb.BV/TV), trabecular bone surface density/total volume (Tb.BS/TV), and trabecular number (Tb.N) of each group were compared and analyzed using a micro-CT scanning system. The expression levels of various inflammatory factors [tumor necrosis factor α (TNF-α), interleukin-1β (IL-1β), interleukin-6 (IL-6)], and cartilage oligomeric matrix protein (COMP) were measured using enzyme-linked immunosorbent assay (ELISA). The expression levels of mitogen-activated protein kinase p38 (p38 MAPK), phosphorylation-p38 MAPK (p-p38 MAPK), c-Jun N-terminal kinase (JNK), and phosphorylation-JNK (p-JNK) were measured by western blotting. ResultsThe staining of cartilage sections of rat knee joints showed that the articular surface defects in the model group were severe, while the cartilage destruction in the intervention group was relatively reduced. Micro-CT results showed that Tb.BV/TV, Tb.BS/TV and Tb.N in the intervention group were significantly higher than those in the model group (P < 0.05); the Mankin score in the model group was significantly higher than that in the blank group (P < 0.05), the Mankin score in the intervention group was significantly lower than that in the model group (P < 0.05); while the OARSI score in the intervention group was significantly lower than that in the model group (P < 0.05). The results of the enzyme-linked immunosorbent assay showed that the serum levels of TNF-α, IL-1β, IL-6, and COMP in the model group were significantly higher than those in the blank group (all P < 0.05), while those in the intervention group were significantly lower than in the model group (P < 0.05). Western blot results showed that the expression levels of p-p38 MAPK and p-JNK in the knee cartilage tissue were significantly lower in the intervention group than in the model group (both P < 0.05), and significantly higher in the model group than in the blank group (both P < 0.05). ConclusionFraxetin may play a therapeutic role in a monosodium iodoacetate-induced rat model of osteoarthritis through the p38 MAPK pathway.
3.Cartilage Protection and Anti-Inflammatory Effects of Fraxetin on Monosodium Iodoacetate-Induced Rat Model of Osteoarthritis
Zhiwei LIU ; Ran YANG ; Hao LIAN ; Yu ZHANG ; Lilun JIN
Laboratory Animal and Comparative Medicine 2025;45(3):259-268
ObjectiveTo establish a rat model of osteoarthritis and study the anti-inflammatory effects and mechanisms of fraxetin. MethodsEighteen 8-week-old male SPF-grade SD rats were randomly divided into three groups: Rats in the blank group received a right articular cavity injection of 50 μL of normal saline for 1 week; the model and intervention groups were injected with monosodium iodoacetate (MIA) into the right joint cavity to induce osteoarthritis, while the intervention group subsequently received fraxetin (5 mg·kg-1·d-1) for 1 week. Four weeks after drug intervention, abdominal aortic blood was collected. The animals were then euthanized, and knee joint cartilage were collected. The cartilage samples were stained with hematoxylin-eosin, safranin O-fast green, and toluidine blue for histopathological examination and scoring using the Mankin and OARSI scoring systems. The trabecular bone volume/total volume (Tb.BV/TV), trabecular bone surface density/total volume (Tb.BS/TV), and trabecular number (Tb.N) of each group were compared and analyzed using a micro-CT scanning system. The expression levels of various inflammatory factors [tumor necrosis factor α (TNF-α), interleukin-1β (IL-1β), interleukin-6 (IL-6)], and cartilage oligomeric matrix protein (COMP) were measured using enzyme-linked immunosorbent assay (ELISA). The expression levels of mitogen-activated protein kinase p38 (p38 MAPK), phosphorylation-p38 MAPK (p-p38 MAPK), c-Jun N-terminal kinase (JNK), and phosphorylation-JNK (p-JNK) were measured by western blotting. ResultsThe staining of cartilage sections of rat knee joints showed that the articular surface defects in the model group were severe, while the cartilage destruction in the intervention group was relatively reduced. Micro-CT results showed that Tb.BV/TV, Tb.BS/TV and Tb.N in the intervention group were significantly higher than those in the model group (P < 0.05); the Mankin score in the model group was significantly higher than that in the blank group (P < 0.05), the Mankin score in the intervention group was significantly lower than that in the model group (P < 0.05); while the OARSI score in the intervention group was significantly lower than that in the model group (P < 0.05). The results of the enzyme-linked immunosorbent assay showed that the serum levels of TNF-α, IL-1β, IL-6, and COMP in the model group were significantly higher than those in the blank group (all P < 0.05), while those in the intervention group were significantly lower than in the model group (P < 0.05). Western blot results showed that the expression levels of p-p38 MAPK and p-JNK in the knee cartilage tissue were significantly lower in the intervention group than in the model group (both P < 0.05), and significantly higher in the model group than in the blank group (both P < 0.05). ConclusionFraxetin may play a therapeutic role in a monosodium iodoacetate-induced rat model of osteoarthritis through the p38 MAPK pathway.
4.Impact of 0.05% cyclosporine eye drops on postoperative ocular surface recovery following pterygium excision with limbal stem cell transplantation
Huifang LIAN ; Qiuhong WEI ; Weisong MA ; Weina GAO ; Chu WANG ; Rong ZHANG ; Chengwen YANG ; Jingjing CAI
International Eye Science 2025;25(12):2056-2060
AIM: To evaluate the efficacy of 0.05% cyclosporine eye drops in promoting ocular surface recovery following pterygium excision combined with autologous corneal limbal stem cell transplantation.METHODS:This study is a prospective randomized controlled trial, selecting 104 cases(104 eyes)of primary pterygium with monocular onset admitted to Baoding First Central Hospital from September 2023 to September 2024 as the initial sample. The patients were divided into an experimental group and a control group using a random number table method, with 52 eyes in each group. Both groups underwent pterygium excision and autologous corneal limbal stem cell transplantation performed by the same surgeon. The control group received tobramycin dexamethasone eye drops combined with 0.3% sodium hyaluronate eye drops, while the experimental group was additionally treated with 0.05% cyclosporine eye drops. The corneal epithelial repair status, ocular surface function [corneal fluorescein staining(FL)score, Schirmer I test(SIt), break-up time of tear film(BUT)] at preoperative and postoperative time points(1 and 3 mo), and dry eye symptoms [ocular surface disease index(OSDI), standard patient evaluation of eye dryness(SPEED)scores]. Additionally, the recurrence rate and postoperative complications were recorded.RESULTS: During the follow-up period, there was 1 case of loss to follow-up in both the experimental group and the control group, with lost to follow-up rate of 1.9%. Finally, 51 cases in each group completed all followed-up. No statistically significant difference was observed in preoperative general characteristics of patients between the two groups(P>0.05), and there was no statistically significant difference in corneal epithelial repair time or suture removal time(all P>0.05). At 1 mo postoperatively, the SIt and BUT decreased in both groups compared to preoperative levels, with the experimental group showing higher values than the control group(all P<0.05). FL scores increased compared to preoperative levels but were lower in the experimental group(all P<0.05). By 3 mo, the SIt, BUT and FL score of the control group were not statistically different from preoperative levels(all P>0.05), whereas the experimental group showed increased SIt and BUT, which were higher than the control group, and reduced FL scores, and decreased FL scores, which was lower than the control group(all P<0.05). At 3 mo postoperatively, both groups showed increased SIt and BUT compared to 1-month values, with the experimental group outperforming the control group(all P<0.05). FL scores decreased in both groups compared to 1-month values, with the experimental group maintaining lower scores(P<0.05). At 1 mo postoperatively, OSDI and SPEED scores were higher than preoperative levels, with the experimental group higher than the control group(all P<0.05); at 3 mo postoperatively, the scores returned to preoperative level(all P>0.05), and the OSDI and SPEED scores of the control group increased and higher than those of the experiment group(all P<0.05); at 3 mo postoperatively, the OSDI and SPEED scores decreased when compared with 1-month preoperative level, and the experiment group was lower than the control group(all P<0.05). There was no difference in the total incidence of postoperative complications between the two groups(P>0.05). According to the statistics of 6 mo follow-up after operation, there was no recurrence in the experimental group, and the recurrence rate was 11.8% in the control group(P<0.05).CONCLUSION: Adjunctive use of 0.05% cyclosporine eye drops after pterygium excision with limbal stem cell transplantation enhances ocular surface recovery, reduces dry eye symptoms, and lowers recurrence rates without compromising corneal epithelial healing or safety.
5.Exploring the effects of sildenafil on testicular of rats with erectile dysfunction based on RIP1/RIP3
Yu-Lian LIU ; Li-Pan NIU ; Pei YANG ; Rui ZHANG ; Feng-Xia LIU
The Chinese Journal of Clinical Pharmacology 2024;40(13):1938-1942
Objective To investigate the role of programmed necrosis pathway in testicular tissue damage in rats with erectile dysfunction(ED)and the mechanism of sildenafil intervention.Methods An ED rat model was established by high-fat chow feeding,and the rats were randomly divided into model group,experimental group,interleukin 18 group,and experimental+interleukin 18 group;10 rats were randomly selected as the normal control group.The experimental group was gavaged with 20 mg·kg-1sildenafil;the interleukin 18 group was injected intraperitoneally with 0.2 μg·kg-1interleukin 18 recombinant protein;the experimental+interleukin 18 group was gavaged with an equal amount of sildenafil,and the experimental+interleukin 18 group was injected intraperitoneally with an equal amount of interleukin 18 recombinant protein;the normal control and model groups were given with an equal amount of 0.9%NaCl by gavage and intraperitoneally injected with an equal amount of saline;and the experimental group was injected with an equal amount of 0.9%NaCl.Interleukin 18 group was gavaged with an equal amount of 0.9%NaCl,and the five groups of rats were administered once a day at regular intervals for 14 consecutive days.Reverse transcription polymerase chain reaction(RT-qPCR)and Western blotting were used to detect the expression of receptor-interacting protein kinase 1(RIP1),receptor-interacting protein kinase 3(RIP3),mixed-spectrum kinase structural domain-like protein(MLKL),and calcium-calmodulin-dependent protein kinase Ⅱ(CaMKⅡ)in rat testis tissues.Results The relative expression levels of RIP1 protein in the normal control group,model group,experimental group,interleukin 18 group and experimental+interleukin 18 group were 0.58±0.05,0.99±0.09,0.71±0.05,1.23±0.07 and 0.81±0.07;the relative expression levels of RIP3 protein were 0.61±0.05,1.05±0.10,0.77±0.04,1.19±0.07 and 0.84±0.08,respectively;the relative expression levels of MLKL protein were 0.63±0.05,1.13±0.08,0.79±0.05,1.30±0.02 and 1.00±0.04,respectively;the relative expression levels of CaMK Ⅱ protein were 0.54±0.04,1.12±0.07,0.77±0.05,1.36±0.04 and 1.00±0.07;the differences of the above indexes were statistically significant when the model group was compared with the normal control group,the experimental group was compared with the model group,the interleukin 18 group was compared with the model group,and the experimental+interleukin 18 group was compared with the interleukin 18 group(all P<0.05).Conclusion The RIP1/RIP3-mediated necroptosis pathway plays multiple regulatory roles in testicular injury in ED rats,and sildenafil may improve testicular function in rats by inhibiting the above necroptosis signaling pathway.
6.Modified Wenshen Yixin Formula (温肾益心方加减) for Coronary Heart Disease Complicated with Hypothyroidism of Spleen-kidney Yang Deficiency:A Prospective Real-world Study of 51 Cases
Aolin LI ; Zhipeng YAN ; Lu LIAN ; Qianqian ZHANG ; Chi ZHANG ; Boyu ZHU ; Lei WEI ; Zhihan YANG ; Junping ZHANG
Journal of Traditional Chinese Medicine 2024;65(20):2116-2125
ObjectiveTo observe the clinical efficacy and relative mechanism of the Modified Wenshen Yixin Formula (温肾益心方加减, MWYF) as an auxiliary treatment of coronary heart disease (CHD) complicated with hypothyroidism of spleen-kidney yang deficiency. MethodsA total of 135 CHD patients complicated with hypothyroidism and spleen-kidney yang deficiency were included and divided into control group (67 cases) and experimental group (68 cases) according to the patients' wishes of herbal medicine administration. The control group was given conventional western medicine, while the treatment group was additionally given MWYF, 1 dose per day; both groups were treated for 8 weeks. The traditional Chinese medicine (TCM) syndrome scores, angina scores, SF-36 scores, thyroid function indicators including thyroid stimulating hormone (TSH), thyroxine (T4) and triiodothyronine (T3), as well as serum cyclic adenosine monophosphate (cAMP), cyclic guanosine monophosphate (cGMP), monocyte chemoattractant ligand 2 (CCL2), and tumor necrosis factor-related activator protein (CD40L) levels before and after treatment were compared between the two groups. The dosage and reduction and discontinuation rate of thyroid hormone preparations after treatment were compared between the two groups. The effectiveness regarding TCM syndrome and angina pectoris was evaluated, and the safety was assessed. ResultsBias was adjusted by matching on propensity score, and 102 cases were finally included in the statistical analysis, with 51 cases in each group. The total effective rate regarding TCM syndrome [94.12% (48/51) versus 64.71% (33/51)], the total effective rate regarding angina pectoris [80.39% (41/51) versus 62.75% (32/51)], and the reduction and discontinuation rate of thyroid hormone preparation [39.21% (20/51) versus 5.88% (3/51)] were significantly higher in the experimental group than those in the control group (P<0.05 or P<0.01). After treatment, the total TCM syndrome score, individual scores of major symptoms , the major symptoms score, the secondary symptoms score, angina pectoris score, and TSH level were significantly reduced (P<0.01), while all dimensions of SF-36 scores, T4, T3, and cAMP levels significantly increased in both groups (P<0.05 or P<0.01). The dosage of thyroid hormone preparations and the levels of cGMP, CCL2, and CD40L in the experimental group significantly decreased after treatment (P<0.01). When compared between the two groups after treatment, the total TCM syndrome score, the major symptoms score, the scores of individual major symptom (chest tightness, chest pain, fear of cold, cold limbs, waist and kness soreness and weakness), the secondary symptoms score, angina pectoris score, TSH, cGMP, CCL2, and CD40L levels of the experimental group were significantly lower than those of the control group (P<0.05 or P<0.01), while all dimension scores of SF-36, T4, T3, and cAMP levels were significantly higher (P<0.01). A total of three adverse events occurred during treatment, none of which were judged to be related to the interventions of this study. ConclusionMWYF can significantly ameliorate the TCM syndrome, angina pectoris, quality of life and thyroid function in CHD patients complicated with hypothyroidism and spleen-kidney yang deficiency, and can promote the reduction and disconti-nuation of thyroid hormone preparations. The mechanism may be related to the regulation of cAMP/cGMP balance, the regulation of hypothalamic-pituitary-thyroid metabolic axis and the reduction of immune inflammation.
7.Transcriptional differential analysis of ocular surface ectoderm and surface ectoderm
Lu SUN ; Canwei ZHANG ; Yuwen SONG ; Jianxin LI ; Lian DUAN ; Yang GAO ; Yuemei XIE ; Luping WANG ; Guangfu DANG
International Eye Science 2024;24(5):677-685
AIM:To identify transcriptional differences between the ocular surface ectoderm(OSE)and surface ectoderm(SE)using RNA-seq, and elucidate the OSE transcriptome landscape and the regulatory networks involved in its development.METHODS:OSE and SE cells were differentiated from human embryonic stem(hES)cells. Differentially expressed genes(DEGs)between OSE and SE were analyzed using RNA-seq. Based on the DEGs, we performed gene ontology(GO)analysis, Kyoto Encyclopedia of Genes and Genomes(KEGG)pathway enrichment analysis, and protein-protein interaction(PPI)network analysis. Transcription factors(TFs)and hub genes were screened. Subsequently, TF-gene and TF-miRNA regulatory networks were constructed using the NetworkAnalyst platform.RESULTS:A total of 4 182 DEGs were detected between OSE and SE cells, with 2 771 up-regulated and 1 411 down-regulated genes in OSE cells. GO-BP analysis revealed that up-regulated genes in OSE were enriched in the regulation of ion transmembrane transport, axon development, and modulation of chemical synaptic transmission. Down-regulated genes were primarily involved in nuclear division, chromosome segregation, and regulation of cell cycle phase transition. KEGG analysis indicated that up-regulated genes in OSE cells were enriched in signaling pathways such as cocaine addiction, axon guidance, and amphetamine addiction, while down-regulated genes were enriched in proteoglycans in cancer, ECM-receptor interaction, protein digestion and absorption, and cytokine-cytokine receptor interaction. Additionally, compared with SE, 204 TFs(including FOS, EGR1, POU5F1, SOX2, and PAX6)were up-regulated, and 80 TFs(including HAND2, HOXB6, HOXB5, HOXA5, and HOXB8)were down-regulated in OSE cells. Furthermore, we identified 6 up-regulated and 9 down-regulated hub genes in OSE cells, and constructed TF-gene and TF-miRNA regulatory networks based on these hub genes.CONCLUSIONS:The transcriptome characteristics of OSE and SE cells were elucidated through RNA-seq analysis. These findings may provide a novel insight for studies on the development and in vitro directed induction of OSE and corneal epithelial cells.
8.Circulating Tumor DNA Detection Technology and Its Application Value in Cancer Diagnosis and Treatment
Jie-Jie ZHANG ; Chun-Yan NIU ; Lian-Hua DONG ; Yi YANG ; Hui-Jie LI ; Jing-Ya YANG
Progress in Biochemistry and Biophysics 2024;51(2):345-354
Circulating tumor DNA (ctDNA) comes from tumor, reflecting the genetic information of the tumor well, and will change with the progress of tumor. In recent years, the unique capabilities of ctDNA have attracted much attention and been widely studied. In this paper, based on the summary of the source, properties and sample processing of ctDNA, its detection technology and application in cancer diagnosis and treatment are reviewed. The roles and importance of ctDNA reference material in second-generation sequencing are described. The urgency of establishing uniform standards and specifications of ctDNA in various processes, such as samples collection, storage, quantitative testing and data analysis, has been pointed out.
9.Screening and identification of human monoclonal antibodies against low-calcium response V antigen of Yersinia pestis
Li ZHANG ; Bin-Yang ZHENG ; Qi ZHANG ; Hai-Lian WU ; Hong-Xin PAN ; Feng-Cai ZHU ; Hai-Sheng WU ; Jian-Fang ZHOU
Chinese Journal of Zoonoses 2024;40(1):15-20
To characterize human antibodies against low-calcium response V(LcrV)antigen of Yersinia pestis,the mono-clonal antibodies were screened and assayed.Antibody gene was derived from peripheral blood mononuclear cells of the vaccin-ees immunized by plague subunit vaccine in phase Ⅱb clinical trial.Human ScFv antibody library was constructed by phage dis-play.After panning library by using recombinant LcrV antigen,antibody variable genes were sequenced and converted into IgG1 format to evaluate its binding specificity and relevant parameters.An anti-plague human ScFv antibody library was estab-lished contained 7.54× 108 independent clones.After panning by LcrV antigen,3 human antibodies named as RV-B4,RV-D1 and RV-E8,respectively,were identified.Using indirect enzyme-linked immunosorbent assay(ELISA)and Western blot(WB),the specific bindings of the mAbs to LcrV antigen were confirmed.The dissociation constant(KD)of them to LcrV is 2.1 nmol/L,1.24 nmol/L and 42 nmol/L,respectively.Minor protective efficacy was found among 3 human antibodies in Y.pestis 141-infected mice.Three anti-LcrV monoclonal antibodies generated from immunized vaccinees were binding specific antibod-ies and could not block plague infection in mice.These antibodies are the potential candidate reagents for basic research of plague immunity and the application of plague diagnosis.
10.Efficacy of laparoscopic left renal vein stent implantation combined with microsurgical varicocelectomy in the treatment of nutcracker syndrome complicated with varicocele
Jing LIAN ; Kunlong LYU ; Fan YANG ; Yangyang SUN ; Weixing ZHANG ; Rui WANG
Journal of Modern Urology 2024;29(7):627-631
Objective To explore the safety and efficacy of laparoscopic left renal vein stent implantation combined with microsurgical varicocelectomy in the treatment of nutcracker syndrome complicated with varicocele.Methods A retrospective analysis was conducted on the data of 50 patients with nutcracker syndrome complicated with varicocele admitted to our hospital during Nov.2018 and Jul.2023.All patients underwent laparoscopic left renal vein stent implantation combined with microsurgical varicocelectomy.Results Altogether 47 patients were followed up after operation,with a mean age of(21.45±3.84)years.All operations were successful,and gross hematuria,proteinuria,abdominal pain and other symptoms relieved within 3-7 days after surgery.Postoperative follow-up showed that no patients had serious complications or recurrence of clinical symptoms.Left renal vein ultrasound and CT showed that the blood flow of the left renal vein was restored,and the stent position was stable.Compared with those before surgery,the angle between the abdominal aorta and the superior mesenteric artery[(44.91±6.59)° vs.(22.58±6.61)°]and the diameter of the left renal vein at the angle[(6.03±0.99)mm vs.(1.87±0.46)mm]were significantly increased,and the blood flow velocity of the left renal vein at the angle[(48.77±14.79)cm/s vs.(102.53±41.15)cm/s]was significantly decreased,with statistically significant differences(P<0.001).Scrotal ultrasound confirmed that there was no recurrence of varicocele 6 months after surgery,and the diameter of the spermatic vein was significantly reduced,with statistically significant differences(P<0.001).Semen analysis showed that the sperm concentration[(60.27±48.45)×106/mL vs.(36.57±36.67)×106/mL,P=0.032]and percentage of rapid forward movement of sperm were significantly increased[(22.54±10.70)vs.(15.01±10.77),P=0.005],with statistically significant differences.The increase value of semen concentration[(23.7±41.48)×106/mL vs.(6.12±4.97)×106/mL,P=0.016)]increased after combined operation compared with left renal venous stenting alone,and there was no significant difference in the diameter of spermatic vein,inner diameter of renal vein and flow rate between the two surgical methods(P>0.05).Conclusion Laparoscopic left renal vein stent implantation combined with microsurgical varicocelectomy is a minimally invasive,safe and effective method for the treatment of nutcracker syndrome complicated with varicocele.

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