1.Mendelian randomization study on the association between telomere length and 10 common musculoskeletal diseases
Weidong LUO ; Bin PU ; Peng GU ; Feng HUANG ; Xiaohui ZHENG ; Fuhong CHEN
Chinese Journal of Tissue Engineering Research 2025;29(3):654-660
BACKGROUND:Multiple observational studies have suggested a potential association between telomere length and musculoskeletal diseases.However,the underlying mechanisms remain unclear. OBJECTIVE:To investigate the genetic causal relationship between telomere length and musculoskeletal diseases using two-sample Mendelian randomization analysis. METHODS:Genome-wide association study summary data of telomere length were obtained from the UK Biobank.Genome-wide association study summary data of 10 common musculoskeletal diseases(osteonecrosis,osteomyelitis,osteoporosis,rheumatoid arthritis,low back pain,spinal stenosis,gout,scapulohumeral periarthritis,ankylosing spondylitis and deep venous thrombosis of lower limbs)were obtained from the FinnGen consortium.Inverse variance weighting,Mendelian randomization-Egger and weighted median methods were used to evaluate the causal relationship between telomere length and 10 musculoskeletal diseases.Inverse variance weighting was the primary Mendelian randomization analysis method,and sensitivity analysis was performed to explore the robustness of the results. RESULTS AND CONCLUSION:(1)Inverse variance-weighted results indicated a negative causal relationship between genetically predicted telomere length and rheumatoid arthritis(odds ratio=0.78,95%confidence interval:0.64-0.95,P=0.015)and osteonecrosis(odds ratio=0.56,95%confidence interval:0.36-0.90,P=0.016).No causal relationship was found between telomere length and the other eight musculoskeletal diseases(all P>0.05).(2)Sensitivity analysis affirmed the robustness of these causal relationships,and Mendelian randomization-Egger intercept analysis found no evidence of potential horizontal pleiotropy(all P>0.05).(3)This Mendelian randomized study supports that telomere length has protective effects against rheumatoid arthritis and osteonecrosis.However,more basic and clinical research will be needed to support our findings in the future.
2.Correlation between DKK1 promoter methylation level and diabetic microangiopathopathy complicated with osteoporosis
Jianguo HUANG ; Xiaohui WANG ; Jiangjie WANG ; Jia LIU ; Lei FENG ; Lixia SUN ; Fuyuan LI
Chinese Journal of Endocrine Surgery 2024;18(1):125-129
Objective:To investigate the correlation between the promoter methylation level of Dickkopf-related protein 1 (DKK1) gene and diabetic microangiopaopathy complicated with osteoporosis.Methods:Patients with type 2 diabetes mellitus (T2DM) microangiopathopathy who were admitted to our hospital from Jan. 2019 to Dec. 2022 were collected as research objects, and divided into observation group (44 cases) and control group (58 cases) according to whether they were complicated with osteoporosis. Bone mineral density (BMD) of lumbar spine (L1-4) was measured, and bone metabolism indexes, including serum calcium, serum phosphorus, 25-hydroxy vitamin D3[25-hydroxy vitamin D3, 25- (OH) D3], PTH, C-terminal telopeptide of typeI collagen (CTX), procollagen of aminoterminal propeptide (PINP) and tartrate resistant acid phosphatase (TRACP) levels were detected; The promoter methylation level of DKK1 gene was determined.Results:The methylation level of DKK1 gene promoter in the observation group was 5.17%±0.73%, which was significantly higher than that in the control group (3.81%±0.61%), with statistical significance ( t=5.22, P<0.001). The 25- (OH) D3 level, PTH and lumbar bone density in the observation group were significantly lower than those in the control group, while the CTX and TRACP levels were significantly higher than those in the control group ( t was 5.58, 4.35, 4.12, 4.05 and 4.17, respectively, P<0.001). In all patients, the promoter methylation level of DKK1 gene was significantly positively correlated with CTX and TRACP ( r was 0.41 and 0.39, P was 0.006 and 0.027, respectively), and significantly negatively correlated with PTH and lumbar bone density ( r was -0.38 and -0.43, respectively). P=0.015 and 0.003, respectively). ROC curve analysis showed that the area under the curve of DKK1 methylation level to distinguish type 2 diabetes microangionopathy with and without osteoporosis was 0.841 (0.762-0.921), and the sensitivity and specificity were 86.4% and 72.4%, respectively. Conclusion:The methylation level of DKK1 gene promoter is associated with osteoporosis and bone metabolism in T2DM patients with microangiopathia.
3.False-positive HIV-1 nucleic acid testing results in patients with severe thalassemia after receiving cell and gene therapy
Yifan ZHONG ; Jifei NIU ; Yue LI ; Jing LIU ; Xiaohui WANG ; Hao LI ; Yongxia GAN ; Guilian LI ; Chenli ZHENG ; Chenglong LI ; Yifan CAI ; Zijie YANG ; Wei TAN ; Xiaozhen CHEN ; Tiejian FENG ; Cong JIN ; Jin ZHAO
Chinese Journal of Laboratory Medicine 2024;47(4):451-454
A 11-year old female patient with severe thalassemia, receipt a lentivirus-based cell and gene therapy (CGT) therapy in Shenzhen Children′s Hosptial on July 27th, 2021. At the two follow-up visits after discharge, patient were continuously tested positive for HIV screening through HIV Ag/Ab Combo assay (chemiluminescence Immunoassay), and the viral load results of HIV-1 nucleic acid testing (NAT) were both>5 000 copies/ml. The patient can be diagnosed with HIV infection according to the National Guideline for Detection of HIV/AIDS(2020 Revised Edition). The thorough investigation findings and supplementary experiment results indicated that the false-positive HIV-1 NAT results was caused by cross-reactivity between the target sites detected by conventional HIV-1 NAT reagents and the lentiviral vectors fragments integrated into the genome of patient′s hematopoietic stem/progenitor cells. In conclusion, it is important for laboratories to select appropriate HIV-1 NAT testing platforms which won′t cause cross-reactivity for the testing of samples from patients who have been treated with HIV-derived vectors. It is also recommended to design and develop NAT testing platforms with multiple target regions labeled by different fluorescents for HIV NAT supplementation experiment to reduce the risk of false-positive diagnoses of HIV infection.
4.Diagnostic value of hs-CRP and PCT combined with IL-6 in children with severe hand-foot-mouth disease
Lijun LUO ; Chenggao XU ; Fei SUN ; Xiaohui GAO ; Shunfeng MAO ; Xiaoping LU ; Junjie FENG
China Modern Doctor 2024;62(5):16-19
Objective To investigate the diagnostic value and clinical significance of hypersensitive C-reactive protein(hs-CRP),procalcitonin(PCT)combined with interleukin-6(IL-6)in children with severe hand-foot-mouth disease.Methods A total of 62 children hospitalized in our hospital from January 2022 to December 2022 were collected as research objects.According to the severity of infection,they were divided into observation group(severe infection group)with 29 cases and control group(mild infection group)with 33 cases.The differences of general data,total leukocyte count,neutrophil count,lymphocyte count,platelet count,hs-CRP,PCT,IL-6 and creatine kinase isoenzyme(CK-MB)between the two groups and their clinical applications were analyzed and compared.Results The total white blood cell count,neutrophil count,lymphocyte count,hs-CRP,PCT and IL-6 in the observation group were higher than those in the control group,and the difference has statistically significant.Receiver operator characteristic(ROC)curve analysis of hs-CRP predicted the sensitivity and specificity of severe infection of hand-foot-mouth disease were 79.3%and 93.9%(95%CI:0.852-10.985,P<0.05);The sensitivity and specificity of PCT were 93.1%and 84.8%(95%CI:0.907-1,P<0.05);The sensitivity and specificity of IL-6 were 96.6%and 87.9%(95%CI:0.945-1,P<0.05).Conclusions In hand-foot-mouth classification,PCT and IL-6 are highly sensitive.Although hs-CRP is less sensitive than the former,its specificity is higher than the former.Therefore,the combination of hs-CRP,PCT and IL-6 has higher value for hand-foot-mouth classification.
5.Fluoride induced apoptosis and oxidative stress in rat spinal cord nerve cells
Tengfei MAO ; Xiaohui YANG ; Xu YANG ; Lijie FENG ; Qin ZHANG
Chinese Journal of Endemiology 2024;43(1):21-28
Objective:To study the effects of fluoride on apoptosis and oxidative stress levels of spinal cord nerve cells in rats.Methods:A total of 54 6-week-old Sprague-Dawley female rats, weighing 150 - 200 g, were selected and fed for 1 week. They were divided into a control group [given deionized water containing 0 mg/L sodium fluoride (NaF)], a low fluoride group (given deionized water containing 50 mg/L NaF), and a high fluoride group (given deionized water containing 100 mg/L NaF) using a random number table method, with 18 rats in each group. All groups received standard feed. After 4, 8, and 12 weeks of fluoride exposure, six rats were selected from each group to observe the occurrence of dental fluorosis, and the motor function of hind limbs in rats was evaluated based on the Basso-Beattie-Bresnahan (BBB) score. Then the rats were anesthetized with 5% chloral hydrate via intraperitoneal injection and euthanized by cardiac puncture. Spinal cord tissue of the rats was collected to detect the activities of oxidative stress factors such as superoxide dismutase (SOD) and glutathione peroxidase (GSH-Px), as well as the contents of malondialdehyde (MDA) and catalase (CAT). After 12 weeks of fluoride exposure, morphologic changes in rat spinal cord neurons were observed using Nissl staining, and apoptosis of spinal cord nerve cells was detected using the TdT mediated dUTP nick end labeling (TUNEL) cell apoptosis detection kit. The Western blotting was used to detect the expression of B-lymphoblastoma-2 (Bcl-2) gene related X protein (Bax), Bcl-2 promoter (Bad), and Bcl-2 protein in rat spinal cord tissue; immunofluorescence staining was used to observe the expression of Bax and Bcl-2 protein in spinal cord neurons.Results:After 12 weeks of fluoride exposure, rats in both the low fluoride and high fluoride groups developed varying degrees of dental fluorosis; the differences of BBB scores of rats in the control, low fluoride, and high fluoride groups were statistically significant ( F = 14.09, P < 0.001). The differences of SOD [(124.04 ± 4.87), (96.66 ± 15.01), (91.12 ± 15.87) U/mg prot] and GSH-Px activitives [(561.92 ± 59.65), (456.83 ± 29.51), (385.07 ± 74.87) U/mg prot], MDA [(9.96 ± 1.50), (16.64 ± 2.05), (20.80 ± 3.37) nmol/mg prot] and CAT contents [(8.97 ± 1.05), (6.39 ± 0.97), (6.42 ± 0.83) nmol/mg prot] among the control, low fluoride, and high fluoride groups were statistically significant ( F = 11.17, 14.19, 30.12, 14.52, P < 0.05). Among them, the SOD, GSH-Px activities, and CAT content in the low fluoride and high fluoride groups were lower than those in the control group, while the MDA content was higher than that in the control group ( P < 0.05). The GSH-Px activity in the high fluoride group was lower than that in the low fluoride group, and MDA content was higher than that in the low fluoride group ( P < 0.05). The intact neuronal structures and clear visible nuclei were seen, and Nissl bodies were uniformly stained in the spinal cord neurons of the control group rats, with more numbers, and no apoptotic cells were observed; the staining of Nissl bodies in the spinal cord neurons of rats was uneven in the low fluoride and high fluoride groups, with fewer numbers, and more apoptotic cells. There were statistically significant differences in the apoptosis rate of spinal cord nerve cells and the expression levels of Bax, Bad, and Bcl-2 protein in the spinal cord tissues of rats in the control, low fluoride, and high fluoride groups ( F = 272.81, 35.53, 17.57, 92.50, P < 0.05). The results of immunofluorescence staining showed that there were statistically significant differences in the fluorescent intensity of Bax and Bcl-2 proteins in the spinal cord neurons of rats in the control, low fluoride, and high fluoride groups ( F = 12.67, 22.14, P < 0.05). Conclusion:Chronic fluorosis induces a decrease in antioxidant enzyme activity, an increase in lipid peroxidation levels, and an increase in neuronal apoptosis in the spinal cord of rats.
6.Adeno-associated virus-mediated hepatocyte-specific NDUFA13 overexpression protects against CCl4-induced liver fibrosis in mice by inhibiting hepatic NLRP3 activation
Xiaohui XU ; Jinmei FENG ; Ying LUO ; Xinyu HE ; Jinbao ZANG ; Daochao HUANG
Journal of Southern Medical University 2024;44(2):201-209
Objective To investigate the protective effect of NDUFA13 protein against acute liver injury and liver fibrosis in mice and explore the possible mechanisms.Methods BALB/C mice(7 to 8 weeks old)were divided into normal group,CCl4 group,CCl4+AAV-NC group and CCl4+AAV-NDU13 group(n=18).Mouse models of liver fibrosis were established by intraperitoneal injection of CCl4 twice a week for 3,5 or 7 weeks,and the recombinant virus AAV8-TBG-NC or AAV8-TBG-NDUFA13 was injected via the tail vein 7-10 days prior to CCl4 injection.After the treatments,pathological changes in the liver of the mice were observed using HE and Masson staining.Hepatic expression levels of NDUFA13 and α-SMA were detected with Western blotting,and the coexpression of NDUFA13 and NLRP3,TNF-α and IL-1β,and α-SMA and collagen Ⅲ was analyzed with immunofluorescence assay.Results HE and Masson staining showed deranged liver architecture,necrotic hepatocytes and obvious inflammatory infiltration and collagen fiber deposition in mice with CCl4 injection(P<0.001).NDUFA13 expression markedly decreased in CCl4-treated mice(P<0.001),while a significant reduction in inflammatory aggregation and fibrosis was observed in mice with AAV-mediated NDUFA13 overexpression(P<0.001).In CCl4+AAV-NDU13 group,immunofluorescence assay revealed markedly weakened activation of NLRP3 inflammasomes(P<0.001),significantly decreased TNF-α and IL-1β secretion(P<0.001),and inhibited hepatic stellate cell activation(P<0.05)and collagen formation in the liver(P<0.001).Conclusion Mitochondrial NDUFA13 overexpression in hepatocytes protects against CCl4-induced liver fibrosis in mice by inhibiting activation of NLRP3 signaling.
7.Analysis of factors influencing the efficacy and prognosis of surgical treatment for primary malignant pelvic bone tumors
Weifeng LIU ; Lin HAO ; Zhuoyu LI ; Tao JIN ; Yang SUN ; Yongkun YANG ; Yuan LI ; Fajun YANG ; Feng YU ; Qing ZHANG ; Xiaohui NIU
Chinese Journal of Oncology 2024;46(4):344-353
Objective:To analyze the prognostic factors and the influence of surgical margin to prognosis.Methods:A retrospective analysis was performed for 208 pelvic tumors who received surgical treatment from January 2000 to December 2017 in our instituition. Survival analysis was performed using the Kaplan-Meier method and Log rank test, and impact factor analysis was performed using Cox regression models.Results:There were 183 initial patients and 25 recurrent cases. According to Enneking staging, 110 cases were stage ⅠB and 98 cases were stage ⅡB. 19 lesions were in zone Ⅰ, 1 in zone Ⅱ, 15 in zone Ⅲ, 29 in zone Ⅰ+Ⅱ, 71 in zone Ⅱ+Ⅲ, 29 in zone Ⅰ+Ⅳ, 35 in zone Ⅰ+Ⅱ+Ⅲ, 3 in zone Ⅰ+Ⅱ+Ⅳ, and 6 in zone Ⅰ+Ⅱ+Ⅲ+Ⅳ. Surgical margins including Intralesional excision in 7 cases, contaminated margin in 21 cases, marginal resection in 67 cases, and wide resection in 113 cases. Local recurrence occurred in 37 cases (17.8%), 25 cases were performed by reoperation and 12 cases received amputation finally. The 5-year recurrence rate of marginal resection was higher than wide resection ( P<0.05), and the recurrence-free survival rate of marginal resection was lower than wide resection ( P<0.05). There was significant differences in recurrence rate and recurrence-free survival rate between R0 and R1 resection ( P<0.05). 92 cases were not reconstructed and 116 cases were reconstructed after pelvic surgery. At the last follow-up, 63 patients (30.3%) died, and the 5-year, 10-year and 15-year survival rates were 70.4%, 66.8% and 61.3%, respectively. The 5-year survival rate of stage ⅠB and ⅡB tumor was 90.4% and 46.8%, respectively. There were 29 cases had postoperative wound complications (13.8%), 1 case with pelvic organ injury. The final function was evaluated in 132 patients, with an average MSTS score of 25.1±3.6. Cox multivariate analysis showed that surgical staging, R0/R1 margin and metastasis were independent prognostic factors for pelvic tumors. Conclusions:The safe surgical margin is the key factor for recurrence-free of pelvic tumor. The survival rate of stage ⅡB pelvic tumors was significantly lower than that of stage ⅠB tumors. Wound infection is the main postoperative complication. Surgical staging, R0/R1 margin and metastasis were independent prognostic factors of pelvic tumors.
8.Treating Diabetic Gastroparesis from the Perspective of Gallbladder
Chaofan SUN ; Xingzhong FENG ; Huijuan GAO ; Yuhan LIN ; Chunchan WANG ; Yuanhao CHEN ; Aikepaer AIFILA ; Xiaohui YANG
Journal of Nanjing University of Traditional Chinese Medicine 2024;40(7):668-673
In the treatment of diabetic gastroparesis(DGP),traditional Chinese medicine has conventionally focused on therapies such as ascending clear and descending turbid,pungent-opening and bitter-descending methods,aiming to regulate the ascending and descending of the spleen and stomach's Qi mechanism and to restore the middle-jiao's transformation as the ultimate goal.By explo-ring the physiological relationship between gallbladder and spleen-stomach and its pathological relationship with DGP,this article sug-gests that the gallbladder also participates in the regulation of blood sugar and digestive activities in the body,which is closely related to the onset of the disease.As the Shao Yang pivot,the gallbladder stores essential fluid,harbors ministerial fire,primarily governs the upward movement and dispersion,and is responsible for decision-making and emotions.The normal flow of Qi,blood,and body flu-ids,as well as the functional activities of the channels and collateral vessels,are closely associated with the gallbladder.When the gallbladder's function becomes abnormal,the body may also exhibit imbalances in the intestinal microbiota,disarray of gastrointestinal hormones,delayed gastric emptying,and elevated blood sugar levels,which aligns with the modern medical understanding of the onset of gastroparesis diabeticorum.Therefore,this article proposes the treatment principle of"venting the wood constraint"and the treatment of DGP according to symptoms,offering a reference for clinical treatment.
9.Analysis of factors influencing the efficacy and prognosis of surgical treatment for primary malignant pelvic bone tumors
Weifeng LIU ; Lin HAO ; Zhuoyu LI ; Tao JIN ; Yang SUN ; Yongkun YANG ; Yuan LI ; Fajun YANG ; Feng YU ; Qing ZHANG ; Xiaohui NIU
Chinese Journal of Oncology 2024;46(4):344-353
Objective:To analyze the prognostic factors and the influence of surgical margin to prognosis.Methods:A retrospective analysis was performed for 208 pelvic tumors who received surgical treatment from January 2000 to December 2017 in our instituition. Survival analysis was performed using the Kaplan-Meier method and Log rank test, and impact factor analysis was performed using Cox regression models.Results:There were 183 initial patients and 25 recurrent cases. According to Enneking staging, 110 cases were stage ⅠB and 98 cases were stage ⅡB. 19 lesions were in zone Ⅰ, 1 in zone Ⅱ, 15 in zone Ⅲ, 29 in zone Ⅰ+Ⅱ, 71 in zone Ⅱ+Ⅲ, 29 in zone Ⅰ+Ⅳ, 35 in zone Ⅰ+Ⅱ+Ⅲ, 3 in zone Ⅰ+Ⅱ+Ⅳ, and 6 in zone Ⅰ+Ⅱ+Ⅲ+Ⅳ. Surgical margins including Intralesional excision in 7 cases, contaminated margin in 21 cases, marginal resection in 67 cases, and wide resection in 113 cases. Local recurrence occurred in 37 cases (17.8%), 25 cases were performed by reoperation and 12 cases received amputation finally. The 5-year recurrence rate of marginal resection was higher than wide resection ( P<0.05), and the recurrence-free survival rate of marginal resection was lower than wide resection ( P<0.05). There was significant differences in recurrence rate and recurrence-free survival rate between R0 and R1 resection ( P<0.05). 92 cases were not reconstructed and 116 cases were reconstructed after pelvic surgery. At the last follow-up, 63 patients (30.3%) died, and the 5-year, 10-year and 15-year survival rates were 70.4%, 66.8% and 61.3%, respectively. The 5-year survival rate of stage ⅠB and ⅡB tumor was 90.4% and 46.8%, respectively. There were 29 cases had postoperative wound complications (13.8%), 1 case with pelvic organ injury. The final function was evaluated in 132 patients, with an average MSTS score of 25.1±3.6. Cox multivariate analysis showed that surgical staging, R0/R1 margin and metastasis were independent prognostic factors for pelvic tumors. Conclusions:The safe surgical margin is the key factor for recurrence-free of pelvic tumor. The survival rate of stage ⅡB pelvic tumors was significantly lower than that of stage ⅠB tumors. Wound infection is the main postoperative complication. Surgical staging, R0/R1 margin and metastasis were independent prognostic factors of pelvic tumors.
10.GINS1 Enhances Glycolysis,Proliferation and Metastasis in Lung Adenocarcinoma Cells by Activating the Notch/PI3K/AKT/mTORC1 Signaling Pathway
HUO YISHAN ; XU XIAOHUI ; MA XIUMIN ; FENG YANGCHUN
Chinese Journal of Lung Cancer 2024;27(10):735-744
Background and objective Lung cancer is the most common type of cancer,accounting for more than half of all cancer cases,with lung adenocarcinoma(LUAD)representing over half of lung cancer patients.Currently,the 5-year survival rate for metastatic LUAD patients remains low and there is an urgent need for new biomarkers as targets for targeted therapy.Go-Ichi-Ni-San 1(GINS1),an important member of the GINS family,is closely related to the occurrence and devel-opment of human malignant tumors.This study aims to explore the role of GINS1 in glycolysis,proliferation,and metastasis of LUAD cells and the related molecular mechanisms.Methods The expression of GINS1 was analysed using bioinformatics between LUAD patients and healthy controls.The expression levels of GINS1 in LUAD and adjacent tissues were detected by immunohistochemistry and Western blot.Western blot and real-time fluorescence quantitative polymerase chain reaction(qRT-PCR)were used to detect the expression of GINS1 in LUAD cell lines A549,SK-LU-1,Calu-3,H1299 and BEAS-2B.Stably knockdown GINS1 in A549 cells and its negative control cell line,as well as stably overexpress GINS1 in H1299 cells and its negative control cell line,were constructed by lentiviral transduction.Colony formation test was used to detect cell proliferation.Scratch test was used to detect cell migration.Transwell test was used to detect cell invasion,and the test kits were used to detect glucose consumption and lactate production.The expression levels of glycolysis-related proteins,Notch signaling pathway proteins and phosphatidylinositol-3-kinase/protein kinase B/mammalian target of rapamycin(PI3K/AKT/mTOR)signaling pathway proteins were detected by Western blot.The Notch receptor agonist Jagged1 was added to cells from the shGINS1-A549 group and the Notch receptor inhibitor LY3039478 was added to cells from the GINS1-OE-H1299 group for the regression assay.Results The expression of GINS1 was up-regulated in LUAD patients,tissues and cell lines,and corre-lated with overall survival(P<0.05).Knockdown of GINS1 significantly inhibited the proliferation,migration and invasion of A549 cells(P<0.05),while overexpression of GINS1 significantly enhanced the proliferation,migration and invasion of H1299 cells(P<0.05).Furthermore,knockdown of GINS1 resulted in reduced glucose consumption,reduced lactate production,and reduced expression levels of glycolytic-related proteins in A549 cells(P<0.05);overexpression of GINS1 enhanced glycolytic level in H1299 cells(P<0.05).The expression levels of Notch1,Notch3,phosphorylated-PI3K(p-PI3K),phosphorylated-AKT(p-AKT)and phosphorylated-mTORC1(Ser2448)[p-mTORC1(Ser2448)]in A549 cells were significantly decreased by GINS1 knockdown(P<0.05),while the expression levels of P13K,AKT,mTOR and p-mTORC2(Ser2481)were not significantly changed(P>0.05).Overexpression of GINS1 increased the levels of Notch1,Notch3 and PI3K/AKT/mTORC1 pathway phosphorylated proteins in H1299 cells(P<0.05).Jagged1 significantly reversed the inhibition of glycolysis,prolif-eration and metastasis induced by GINS1 knockdown in A549 cells(P<0.05),and LY3039478 significantly inhibited the en-hancement of glycolysis,proliferation and metastasis induced by GINS1 overexpression in H1299 cells(P<0.05).Conclusion The expression of GINS1 enhances the expression of Notch1 and Notch3 receptors,and then phosphorylates and activates the downstream PI3K/AKT/mTORC1 signaling pathway to enhance the glycolysis,proliferation and metastasis of LUAD cells.

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