1.Percutaneous coronary intervention vs . medical therapy in patients on dialysis with coronary artery disease in China.
Enmin XIE ; Yaxin WU ; Zixiang YE ; Yong HE ; Hesong ZENG ; Jianfang LUO ; Mulei CHEN ; Wenyue PANG ; Yanmin XU ; Chuanyu GAO ; Xiaogang GUO ; Lin CAI ; Qingwei JI ; Yining YANG ; Di WU ; Yiqiang YUAN ; Jing WAN ; Yuliang MA ; Jun ZHANG ; Zhimin DU ; Qing YANG ; Jinsong CHENG ; Chunhua DING ; Xiang MA ; Chunlin YIN ; Zeyuan FAN ; Qiang TANG ; Yue LI ; Lihua SUN ; Chengzhi LU ; Jufang CHI ; Zhuhua YAO ; Yanxiang GAO ; Changan YU ; Jingyi REN ; Jingang ZHENG
Chinese Medical Journal 2025;138(3):301-310
BACKGROUND:
The available evidence regarding the benefits of percutaneous coronary intervention (PCI) on patients receiving dialysis with coronary artery disease (CAD) is limited and inconsistent. This study aimed to evaluate the association between PCI and clinical outcomes as compared with medical therapy alone in patients undergoing dialysis with CAD in China.
METHODS:
This multicenter, retrospective study was conducted in 30 tertiary medical centers across 12 provinces in China from January 2015 to June 2021 to include patients on dialysis with CAD. The primary outcome was major adverse cardiovascular events (MACE), defined as a composite of cardiovascular death, non-fatal myocardial infarction, and non-fatal stroke. Secondary outcomes included all-cause death, the individual components of MACE, and Bleeding Academic Research Consortium criteria types 2, 3, or 5 bleeding. Multivariable Cox proportional hazard models were used to assess the association between PCI and outcomes. Inverse probability of treatment weighting (IPTW) and propensity score matching (PSM) were performed to account for potential between-group differences.
RESULTS:
Of the 1146 patients on dialysis with significant CAD, 821 (71.6%) underwent PCI. After a median follow-up of 23.0 months, PCI was associated with a 43.0% significantly lower risk for MACE (33.9% [ n = 278] vs . 43.7% [ n = 142]; adjusted hazards ratio 0.57, 95% confidence interval 0.45-0.71), along with a slightly increased risk for bleeding outcomes that did not reach statistical significance (11.1% vs . 8.3%; adjusted hazards ratio 1.31, 95% confidence interval, 0.82-2.11). Furthermore, PCI was associated with a significant reduction in all-cause and cardiovascular mortalities. Subgroup analysis did not modify the association of PCI with patient outcomes. These primary findings were consistent across IPTW, PSM, and competing risk analyses.
CONCLUSION
This study indicated that PCI in patients on dialysis with CAD was significantly associated with lower MACE and mortality when comparing with those with medical therapy alone, albeit with a slightly increased risk for bleeding events that did not reach statistical significance.
Humans
;
Percutaneous Coronary Intervention/methods*
;
Male
;
Female
;
Coronary Artery Disease/drug therapy*
;
Retrospective Studies
;
Renal Dialysis/methods*
;
Middle Aged
;
Aged
;
China
;
Proportional Hazards Models
;
Treatment Outcome
2.Association between serum indirect bilirubin levels and arterial stiffness in middle-aged and elderly women with type 2 diabetes
Qingxia CHI ; Zhaofang WU ; Yinling CUI ; Yanxiang WANG ; Yanli YU ; Fagui LI
Chinese Journal of Preventive Medicine 2025;59(7):1097-1102
This study aims to research the relationship between arterial stiffness and serum indirect bilirub in levels(IBIL)in patients with type 2 diabetes by measuring brachial-ankle pulse wave velocity (baPWV). The clinical data of 1 327 patients with T2DM admitted to Qingdao Huangdao District People′s Hospital from July 1st, 2018 to March 1st, 2024 were retrospectively and cross-sectionally analyzed (609 men and 718 women; age range, 45.3-79.5 years; median age, 60.3 years; mean age, 61.4 years). The subjects were stratified based on gender-specific quartiles of IBIL values(male, Q1:<6.7 μmol/L, Q2:6.7-8.9 μmol/L, Q3:8.9-12.3 μmol/L, Q4:≥12.3 μmol/L;female, Q1:<6.4 μmol/L, Q2:6.4-7.9 μmol/L, Q3:7.9-10.4 μmol/L, Q4:≥10.4 μmol/L), and a high baPWV was defined as greater than 18.37 m/s (75th percentile). The results showed that the serum IBIL concentration was negatively correlated with the duration of diabetes ( r=-0.142, P=0.010), the SBP ( r=-0.158, P=0.005) and the baPWV ( r=-0.194, P<0.001) in women and was positively correlated with TC (men: r=0.282, P<0.001; women: r=0.237, P<0.001), HDL-C (men: r=0.171, P=0.011; women: r=0.287, P<0.001) and LDL-C (men: r=0.196, P=0.009; women: r=0.233, P<0.001) levels in both genders. Dividing IBIL levels into quartiles, there were significant statistical differences in the incidence of high baPWV among different subgroups of female patients ( χ 2=36.468, P<0.001), and the incidence of high baPWV showed a decreasing trend with increasing IBIL levels. After adjusting for confounding factors, the IB levels were inversely associated with a greater risk of a high baPWV both as a continuous variable [a 1-SD difference; odds ratio ( OR):0.836; 95% confidence interval ( CI):0.774-0.942; P=0.009] and when categorized in quartiles (the highest vs. the lowest quartile; OR:0.381; 95% CI:0.162-0.897; P=0.025) in women but not in men. Low IBIL levels were significantly associated with arterial stiffness in middle-aged and elderly women with type 2 diabetes. In conclusion, the serum IBIL levels were independent protective factors for macrovascular disease in middle-aged and elderly diabetic women.
3.Combining radiomics and deep learning to predict overall survival in non-small cell lung cancer patients
Yongxin LIU ; Qiusheng WANG ; Huayong JIANG ; Na LU ; Diandian CHEN ; Yanjun YU ; Yanxiang GAO ; Huijuan ZHANG ; Minmin DENG ; Yinglun SUN ; Fuli ZHANG
Chinese Journal of Medical Physics 2025;42(11):1462-1468
Objective To develop a combined model integrating radiomics and 3D deep learning features for improving the predictive efficacy of overall survival in non-small cell lung cancer(NSCLC)patients undergoing radiotherapy,thereby providing a foundation for optimizing individualized radiotherapy strategies.Methods A retrospective analysis was conducted on 522 NSCLC patients from 3 centers.Radiomics features were extracted from the tumor region of interest on radiotherapy planning CT scans,and a 3D-SE-ResNet was constructed to extract deep learning features.Following feature extraction,features were selected via univariate Cox analysis and Lasso-Cox regression,and a combined model was established by fusing the two feature types through principal component analysis.The discriminative ability of the model was evaluated using the concordance index(C-index)and the area under the receiver operating characteristic curve(AUC),while the risk stratification efficacy was verified by Kaplan-Meier survival analysis.Results The predictive performance of deep learning features was significantly superior to that of radiomics features(C-index:0.73 vs 0.65).The combined model achieved the highest predictive performance in the training set,internal test set,and external test set(C-index:0.74,0.69,0.72 respectively),with higher AUC values for predicting 1-year,2-year,and 3-year OS than either single model.Kaplan-Meier analysis showed significant differences in survival between the high-and low-risk groups(Log-rank test,P<0.001),and calibration curves indicated good consistency between predicted and actual survival outcomes.Conclusion The combined model integrating radiomics and 3D deep learning features can accurately predict survival outcomes in NSCLC patients undergoing radiotherapy.The multi-center validation results support its potential application in prognosis stratification for individualized radiotherapy.
4.Therapeutic effect of artesunate on spontaneous mouse models of Sj?gren syndrome(NOD/Ltj mouse)
Yanxiang LI ; Huan SHI ; Chuangqi YU
Journal of Shanghai Jiaotong University(Medical Science) 2025;45(10):1279-1287
Objective·To elevate the therapeutic effect of artesunate(ART)on NOD/Ltj mice(non-obese diabetic mice,the spontaneous models of Sj?gren syndrome),and explore its potential impact on the distribution of B lymphocyte subsets.Methods·ICR mice were used as the blank control group,and NOD/Ltj mice were randomly divided into disease and ART groups.NOD/Ltj mice and ICR mice were treated with ART(10 mg/kg)or its vehicle(0.5%CMC)by oral gavage every other day for 4 weeks.Body weight,salivary flow rate,submandibular gland index,and spleen index were measured.Cytokines in plasma,including interleukin-6(IL-6),interferon-γ(IFN-γ),and B-cell activating factor(BAFF)in serum,were detected by cytometric bead array(CBA).Hematoxylin-Eosin(H-E)staining of submandibular glands was used to observe the infiltration of lymphocyte.Flow cytometry was applied to analyze the distribution of B lymphocyte subsets in the spleen.The mRNA expression of Prdm1,Il-6r,Il-6,and Stat3 in spleen B lymphocytes was detected by RT-qPCR.The effect of ART on B cells was further detected by CCK-8 and Annexin V-FITC/PI staining by flow cytometry.Results·Compared to the disease group,ART significantly improved the symptoms of Sj?gren syndrome in NOD/Ltj mice.ART treatment also resulted in a reduction in the levels of BAFF,IL-6,and IFN-γ in the plasma(all P<0.05).Moreover,lymphocyte infiltration around the glandular ducts in the submandibular glands was greatly improved in the ART group compared with the disease group.Flow cytometry analysis revealed that the proportion of Na?ve B cells in the ART group was significantly increased compared with the disease group,along with a significant reduction in the proportions of double-negative B cells,switched memory B cells,and plasmablasts(all P<0.05).The relative mRNA expression levels of Prdm1,Il-6r,and Stat3 in the ART group were significantly lower than those in the disease group(all P<0.05).The CCK8 assay results showed that after 6 h of treatment,with the extension of the culture time,cell proliferation in the ART group was significantly inhibited;after 24 h of treatment,the number of apoptotic cells in the ART group was significantly higher than that in the control group(P<0.001).Conclusion·ART demonstrates therapeutic effects in NOD/Ltj mice,potentially through modulating the distribution of peripheral B lymphocyte subsets.It can inhibit the expression of Prdm1,thereby regulating the differentiation of B lymphocytes into plasma cells and plasmablasts.
5.Therapeutic effect of artesunate on spontaneous mouse models of Sj?gren syndrome(NOD/Ltj mouse)
Yanxiang LI ; Huan SHI ; Chuangqi YU
Journal of Shanghai Jiaotong University(Medical Science) 2025;45(10):1279-1287
Objective·To elevate the therapeutic effect of artesunate(ART)on NOD/Ltj mice(non-obese diabetic mice,the spontaneous models of Sj?gren syndrome),and explore its potential impact on the distribution of B lymphocyte subsets.Methods·ICR mice were used as the blank control group,and NOD/Ltj mice were randomly divided into disease and ART groups.NOD/Ltj mice and ICR mice were treated with ART(10 mg/kg)or its vehicle(0.5%CMC)by oral gavage every other day for 4 weeks.Body weight,salivary flow rate,submandibular gland index,and spleen index were measured.Cytokines in plasma,including interleukin-6(IL-6),interferon-γ(IFN-γ),and B-cell activating factor(BAFF)in serum,were detected by cytometric bead array(CBA).Hematoxylin-Eosin(H-E)staining of submandibular glands was used to observe the infiltration of lymphocyte.Flow cytometry was applied to analyze the distribution of B lymphocyte subsets in the spleen.The mRNA expression of Prdm1,Il-6r,Il-6,and Stat3 in spleen B lymphocytes was detected by RT-qPCR.The effect of ART on B cells was further detected by CCK-8 and Annexin V-FITC/PI staining by flow cytometry.Results·Compared to the disease group,ART significantly improved the symptoms of Sj?gren syndrome in NOD/Ltj mice.ART treatment also resulted in a reduction in the levels of BAFF,IL-6,and IFN-γ in the plasma(all P<0.05).Moreover,lymphocyte infiltration around the glandular ducts in the submandibular glands was greatly improved in the ART group compared with the disease group.Flow cytometry analysis revealed that the proportion of Na?ve B cells in the ART group was significantly increased compared with the disease group,along with a significant reduction in the proportions of double-negative B cells,switched memory B cells,and plasmablasts(all P<0.05).The relative mRNA expression levels of Prdm1,Il-6r,and Stat3 in the ART group were significantly lower than those in the disease group(all P<0.05).The CCK8 assay results showed that after 6 h of treatment,with the extension of the culture time,cell proliferation in the ART group was significantly inhibited;after 24 h of treatment,the number of apoptotic cells in the ART group was significantly higher than that in the control group(P<0.001).Conclusion·ART demonstrates therapeutic effects in NOD/Ltj mice,potentially through modulating the distribution of peripheral B lymphocyte subsets.It can inhibit the expression of Prdm1,thereby regulating the differentiation of B lymphocytes into plasma cells and plasmablasts.
6.Association between serum indirect bilirubin levels and arterial stiffness in middle-aged and elderly women with type 2 diabetes
Qingxia CHI ; Zhaofang WU ; Yinling CUI ; Yanxiang WANG ; Yanli YU ; Fagui LI
Chinese Journal of Preventive Medicine 2025;59(7):1097-1102
This study aims to research the relationship between arterial stiffness and serum indirect bilirub in levels(IBIL)in patients with type 2 diabetes by measuring brachial-ankle pulse wave velocity (baPWV). The clinical data of 1 327 patients with T2DM admitted to Qingdao Huangdao District People′s Hospital from July 1st, 2018 to March 1st, 2024 were retrospectively and cross-sectionally analyzed (609 men and 718 women; age range, 45.3-79.5 years; median age, 60.3 years; mean age, 61.4 years). The subjects were stratified based on gender-specific quartiles of IBIL values(male, Q1:<6.7 μmol/L, Q2:6.7-8.9 μmol/L, Q3:8.9-12.3 μmol/L, Q4:≥12.3 μmol/L;female, Q1:<6.4 μmol/L, Q2:6.4-7.9 μmol/L, Q3:7.9-10.4 μmol/L, Q4:≥10.4 μmol/L), and a high baPWV was defined as greater than 18.37 m/s (75th percentile). The results showed that the serum IBIL concentration was negatively correlated with the duration of diabetes ( r=-0.142, P=0.010), the SBP ( r=-0.158, P=0.005) and the baPWV ( r=-0.194, P<0.001) in women and was positively correlated with TC (men: r=0.282, P<0.001; women: r=0.237, P<0.001), HDL-C (men: r=0.171, P=0.011; women: r=0.287, P<0.001) and LDL-C (men: r=0.196, P=0.009; women: r=0.233, P<0.001) levels in both genders. Dividing IBIL levels into quartiles, there were significant statistical differences in the incidence of high baPWV among different subgroups of female patients ( χ 2=36.468, P<0.001), and the incidence of high baPWV showed a decreasing trend with increasing IBIL levels. After adjusting for confounding factors, the IB levels were inversely associated with a greater risk of a high baPWV both as a continuous variable [a 1-SD difference; odds ratio ( OR):0.836; 95% confidence interval ( CI):0.774-0.942; P=0.009] and when categorized in quartiles (the highest vs. the lowest quartile; OR:0.381; 95% CI:0.162-0.897; P=0.025) in women but not in men. Low IBIL levels were significantly associated with arterial stiffness in middle-aged and elderly women with type 2 diabetes. In conclusion, the serum IBIL levels were independent protective factors for macrovascular disease in middle-aged and elderly diabetic women.
7.Combining radiomics and deep learning to predict overall survival in non-small cell lung cancer patients
Yongxin LIU ; Qiusheng WANG ; Huayong JIANG ; Na LU ; Diandian CHEN ; Yanjun YU ; Yanxiang GAO ; Huijuan ZHANG ; Minmin DENG ; Yinglun SUN ; Fuli ZHANG
Chinese Journal of Medical Physics 2025;42(11):1462-1468
Objective To develop a combined model integrating radiomics and 3D deep learning features for improving the predictive efficacy of overall survival in non-small cell lung cancer(NSCLC)patients undergoing radiotherapy,thereby providing a foundation for optimizing individualized radiotherapy strategies.Methods A retrospective analysis was conducted on 522 NSCLC patients from 3 centers.Radiomics features were extracted from the tumor region of interest on radiotherapy planning CT scans,and a 3D-SE-ResNet was constructed to extract deep learning features.Following feature extraction,features were selected via univariate Cox analysis and Lasso-Cox regression,and a combined model was established by fusing the two feature types through principal component analysis.The discriminative ability of the model was evaluated using the concordance index(C-index)and the area under the receiver operating characteristic curve(AUC),while the risk stratification efficacy was verified by Kaplan-Meier survival analysis.Results The predictive performance of deep learning features was significantly superior to that of radiomics features(C-index:0.73 vs 0.65).The combined model achieved the highest predictive performance in the training set,internal test set,and external test set(C-index:0.74,0.69,0.72 respectively),with higher AUC values for predicting 1-year,2-year,and 3-year OS than either single model.Kaplan-Meier analysis showed significant differences in survival between the high-and low-risk groups(Log-rank test,P<0.001),and calibration curves indicated good consistency between predicted and actual survival outcomes.Conclusion The combined model integrating radiomics and 3D deep learning features can accurately predict survival outcomes in NSCLC patients undergoing radiotherapy.The multi-center validation results support its potential application in prognosis stratification for individualized radiotherapy.
8.Generating synthetic CT in megavoltage CT image-guided adaptive radiotherapy
Yuting CHEN ; Feiyu ZHOU ; Fuli ZHANG ; Huayong JIANG ; Diandian CHEN ; Yanxiang GAO ; Yanjun YU ; Xiaoyun LE ; Na LU
Chinese Journal of Medical Physics 2024;41(7):813-820
Objective To propose a deep learning neural network approach for transforming megavoltage computed tomography(MVCT)images of cervical cancer into pseudo kilovoltage computed tomography(kVCT)images with high signal-to-noise ratio and contrast-to-noise ratio,thus providing three-dimensional anatomical images and localization information required for adaptive radiotherapy of cervical cancer,and guiding the accelerator to achieve precise treatment.Methods The MVCT and kVCT images of 54 patients treated with cervical cancer radiotherapy were collected,with 44 cases randomly selected as the training set,and the remaining 10 cases as the test set.A cyclic generative adversarial network with gating mechanism and multi-channel data input was used to synthesize pseudo-kVCT images from MVCT images.The network training results were evaluated with imaging quality evaluation parameters,such as mean absolute error(MAE),peak signal-to-noise ratio(PSNR),and structural similarity index(SSIM).Results The MAE,PSNR,and SSIM of MVCT imagesvspseudo-kVCT(5:5)images were(24.9±0.7)HUvs(17.8±0.3)HU,(29.8±0.2)dBvs(30.7±0.2)dB,and 0.841±0.007 vs 0.898±0.003,respectively.Conclusion The generated pseudo-kVCT images have advantages in noise reduction and contrast enhancement,and can reduce the need for additional MV-kVCT electron density calibration in dose calculations.The dose calculation ability of pseudo-kVCT is comparable to that of MVCT,providing a possibility for the application of pseudo-kVCT images in image-guided adaptive radiotherapy.
9.A systematic review of pseudoaneurysm after intertrochanteric fracture
Lifeng ZHANG ; Wei FENG ; Yanxiang TONG ; Yan WANG ; Chengyong YU ; Zhehan ZHANG ; Fei XUE ; Wenxuan WANG ; Yanfei JIA
Chinese Journal of Orthopaedics 2021;41(8):506-514
Objective:To summarize the age, gender difference, cause, location, time, treatment and prognosis of femoral intertrochanteric fracture complicated with pseudoaneurysm, and analyze the influence of different treatment methods on the occurrence of femoral intertrochanteric fracture complicated with pseudoaneurysm.Methods:Using the method of systematic literature review, a total of 76 literatures were retrieved from multiple databases at home and abroad, and 45 literatures were screened out through the second screening of title, abstract and full text. The patients with intertrochanteric fracture complicated with pseudoaneurysm were selected as the research objects, and the duplicate cases were deleted; the age, gender, onset age, etiology, location, treatment and prognosis of the disease were retrospectively analyzed.Results:A total of 54 cases of femoral intertrochanteric fracture related pseudoaneurysms were selected from 45 literatures, including 25 males and 27 females, and 2 cases had no gender; aged from 43 to 94 years old, and 4 cases were younger than 60 years old, 6 between 61 and 70, 17 between 71 and 80, and 25 between 81 and 90. Forty-five cases occurred in deep femoral artery, 3 cases in superficial femoral artery, 1 case in superior gluteal artery, 1 case of medial circumflex artery, 1 case of lateral circumflex femoral artery, 1 case of femoral artery, and 2 cases of unknown location. The occurrence time of pseudoaneurysm: 17 cases within 1 week after fracture, 8 cases from 1 week to 3 weeks, 19 cases from 3 weeks to 3 months, 2 cases more than 3 months, and 8 cases unknown. The causes of pseudoaneurysm: among the 54 patients, 41 cases had definite causes, including 21 cases of vascular injury caused by fracture block; 20 cases of iatrogenic injury, of which the incidence of direct injury of blood vessels by screw or drill was the highest, accounting for 55% (11/20). Twenty-two cases were treated with vascular embolization, 10 cases with surgical sutures, 8 cases with surgical ligation, 4 cases with resection of pseudoaneurysm, 5 cases with covered stent, and 4 cases with thrombin injection. There were 42 cases who had follow-up data, and no recurrence and other complications were found during the follow-up period.Conclusion:The peak age of femoral intertrochanteric fracture complicated with pseudoaneurysm was 71-90 years old. The incidence of femoral intertrochanteric fracture complicated with pseudoaneurysm was more often within 1 week after fracture and 3 weeks to 3 months after fracture, due to fracture fragments and iatrogenic vascular injury caused by the location of the profundus femoris artery. Treatment options include vascular embolization, surgical ligation, suture or resection of pseudoaneurysm, covered stent and thrombin injection, and the prognosis is generally good.
10.Effect of mechano-growth factor on osteoclast activity and its mechanism
Yanxiang TONG ; Bin WANG ; Yanfei JIA ; Wei FENG ; Lifeng ZHANG ; Yaguang LI ; Fei XUE ; Chengyong YU ; Zhehan ZHANG ; Wenxuan WANG ; Wenchao JIA ; Yi WANG ; Youwei YANG
Chinese Journal of Trauma 2021;37(11):1034-1041
Objective:To investigate the effect of mechano-growth factor(MGF)on osteoclast activity and its mechanism.Methods:The RAW264.7 precursor osteoclast cell line was cultured with 25 ng/ml macrophage-colony stimulating factor(M-CSF)and 30 ng/ml receptor activator of NF-κB ligand(RANKL),and identified by tartrate resistant acid phosphatase(TRAP)staining after 7 days of culture. Western blot anslysis was used to determine the effect of 45 ng/ml MGF on the phosphoinositide-3-kinase/protein kinase B(PI3K/AKT)signaling pathway in separated osteoclasts,including levels of AKT,phosphorylation(p)-AKT,lactation mammalian target of rapamycin(mTOR),p-mTOR and TRAP at 0,4,8 and 12 hours. Real-time fluorescence quantitative PCR was used to expressions of TRAP in osteoclasts at 0,4,8 and 12 hours. The PI3K/Akt phosphorylation inhibitor LY294002(20 μmol/L)combined with MGF(45 ng/ml)was used to act on osteoclasts,and expression levels of Akt,p-Akt,mTOR,p-mTOR and TRAP were detected by Western blot at 0,4,8 and 12 hours.Results:After culturing RAW264.7 cells with M-CSF and RANKL for 7 days,a large number of osteoclasts with positive TRAP staining can be obtained. Western blot analysis showed expression levels of Akt and mTOR did not change significantly over time( P>0.05),expression levels of p-Akt and p-mTOR increased continuously from(2.18±0.34)pg/ml and(0.83±0.10)pg/ml at 0 hour to(3.86±0.36)pg/ml and(1.56±0.19)pg/ml at 12 hours( P<0.05),and expression level of TRAP decreased significantly over time,from(5.66±0.47)pg/ml at 0 hour to(3.76±0.38)pg/ml at 12 hours( P<0.05). Real-time fluorescence quantitative PCR analysis of expression of TRAP in osteoclasts showed that MGF inhibited the expression of TRAP in osteoclasts,which decreased from 1.02±0.06 at 0 hour to 0.53±0.11 at 12 hours( P<0.05). After acting LY294002 combined with MGF on osteoclasts,Western blot analysis showed expression levels of Akt and mTOR did not change significantly over time( P>0.05),expression levels of p-AKT and p-mTOR decreased significantly from(3.28±0.18)pg/ml and(3.29±0.22)pg/ml at 0 hour to(2.06±0.34)pg/ml and(2.04±0.20)pg/ml at 12 hours( P<0.05),and expression level of TRAP had no significant difference over time( P>0.05). Conclusions:MGF inhibits osteoclast activity by inhibiting the expression of TRAP in osteoclasts through PI3K/Akt signaling pathway. LY294002 inhibits the expression of PI3K/Akt signaling pathway in osteoclasts,further verifying the mechanism of MGF inhibiting osteoclast activity,and this finding puts forward new ideas for clinical prevention and treatment of osteoporosis.

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