Reconfigurable intelligent surface(RIS)has been proposed as a potential solution to improve the coverage and spectrum efficiency for future wireless communication.However,the privacy of users’data is often ignored in...Reconfigurable intelligent surface(RIS)has been proposed as a potential solution to improve the coverage and spectrum efficiency for future wireless communication.However,the privacy of users’data is often ignored in previous works,such as the user’s location information during channel estimation.In this paper,we propose a privacy-preserving design paradigm combining federated learning(FL)with RIS in the mmWave communication system.Based on FL,the local models are trained and encrypted using the private data managed on each local device.Following this,a global model is generated by aggregating them at the central server.The optimal model is trained for establishing the mapping function between channel state information(CSI)and RIS’configuration matrix in order to maximize the achievable rate of the received signal.Simulation results demonstrate that the proposed scheme can effectively approach to the theoretical value generated by centralized machine learning(ML),while protecting user’privacy.展开更多
AIM To assess the impact of hepatitis B surface(HBs Ag) seroclearance on survival outcomes in hepatitis B-related primary liver cancer.METHODS Information from patients with hepatitis B-related liver cancer admitted i...AIM To assess the impact of hepatitis B surface(HBs Ag) seroclearance on survival outcomes in hepatitis B-related primary liver cancer.METHODS Information from patients with hepatitis B-related liver cancer admitted in our hospital from 2008-2017 was retrieved. Cases diagnosed with HBs Ag(-) and HBc Ab(+) liver cancer were included in the HBs Ag seroclearance(SC) group. HBs Ag(+) liver cancer patients strictly matched for liver cancer stage(AJCC staging system, 8 th edition), Child-Pugh score, and first diagnosis/treatment method(surgery, ablation and TACE) were assigned to the HBsA g non-seroclearance(NSC) group. Then, clinical, pathological and survival data in both groups were assessed.RESULTS The SC and NSC groups comprised of 72 and 216 patients, respectively. Patient age(P < 0.001) and platelet count(P = 0.001) in the SC group were significantly higher than those of the NSC group. SC group patients who underwent surgery had more intrahepatic cholangiocarcinoma(ICC) and combined HCC-CC(CHC) cases than the NSC group, but no significant differences in tumor cell differentiation and history of liver cirrhosis were found between the two groups. The numbers of interventional treatments were similar in both groups(4.57 vs 5.07, P > 0.05). Overall survival was lower in the SC group than the NSC group(P = 0.019), with 1-,3-, and 5-year survival rates of 82.1% vs 85.1%, 43.2%vs 56.8%, and 27.0% vs 45.2%, respectively. Survival of patients with AJCC stage Ⅰ disease in the SC group was lower than that of the NSC group(P = 0.029).CONCLUSION Seroclearance in patients with hepatitis B-related primary liver cancer has protective effects with respect to tumorigenesis, cirrhosis, and portal hypertension but confers worse prognosis, which may be due to the frequent occurrence of highly malignant ICC and CHC.展开更多
The hot-tearing susceptibility(HTS)of Mg-6Zn-xGd(x=0.5,1,2,3,4,6)alloys was evaluated using a constrained rod casting(CRC)method.The results show that the HTS curve follows a typical"Λ"shape with the increa...The hot-tearing susceptibility(HTS)of Mg-6Zn-xGd(x=0.5,1,2,3,4,6)alloys was evaluated using a constrained rod casting(CRC)method.The results show that the HTS curve follows a typical"Λ"shape with the increase of Gd content.The Mg-6Zn-2Gd alloy has the highest while Mg-6Zn-6Gd alloy has the lowest HTS value.The hot-tearing behavior characteristics of Mg-6Zn-xGd alloys were further studied through a multifunctional hot-tearing test device.According to the dendrite contact point inferred from the stress curve,the Clyne-Davies criterion was modified and found to be accurate in predicting the HTS of Mg-6Zn-xGd alloys.Microstructure observation reveals that the grain size and the volume of eutectic liquid are the two key factors affecting HTS of Mg-6Zn-xGd alloys.The large grain with columnar structure can easily promote initiation and propagation of hot-tearing due to the poor feeding and coordinating deformation capability,which have a harmful effect on HTS.A higher volume fraction of eutectic phase can refill the cracking and provide continuous feeding channels by dendrite bridge and thicker liquid film,thus increase the hot-tearing resistance.展开更多
AIM:To investigate the methylation status of secreted protein acidic and rich in cysteine(SPARC) in human hepatocellular carcinoma(HCC) and evaluate its clinical implication.METHODS:The methylation status of SPARC was...AIM:To investigate the methylation status of secreted protein acidic and rich in cysteine(SPARC) in human hepatocellular carcinoma(HCC) and evaluate its clinical implication.METHODS:The methylation status of SPARC was analyzed in one HCC cell line(SMMC-7721) and 60 pairs of HCC and corresponding nontumorous tissues by methylation-specific polymerase chain reaction and bisulfite sequencing.The expression of SPARC mRNA and protein were examined by reverse transcription polymerase chain reaction and immunohistochemistry,respectively.The correlations between the methylation status and the gene expression,the clinicopathological parameters,as well as the prognosis after surgery were analyzed.RESULTS:In the SMMC-7721 cell line,the loss of SPARC expression was correlated with the aberrant methylation and could be reactivated by the demethylating agent 5-aza-2'-deoxycytidine.Methylation frequency of SPARC in HCC was significantly higher than that in the corresponding nontumorous tissues(45/60 vs 7/60,P < 0.001),and it was correlated with the pathological classification(P = 0.019).The downregulation of the SPARC mRNA expression in HCC was correlated with the SPARC methylation(P = 0.040).The patients with methylated SPARC had a poorer overall survival than those without methylated SPARC(28.0 mo vs 41.0 mo,P = 0.043).CONCLUSION:Aberrant methylation is an important mechanism for SPARC inactivation in HCC and SPARC methylation may be a promising biomarker for the diagnosis and prognosis of HCC.展开更多
基金supported in part by the National Natural Science Foundation of China under Grant 61901378,61941119,61901379in part by the Natural Science Basic Research Plan in Shaanxi Province of China under Grant 2019JQ-253+5 种基金in part by the open research fund of National Mobile Communications Research Laboratory,Southeast University under Grant 2020D04in part by China Postdoctoral Science Foundation under Grant BX20190287in part by the Aerospace Science and Technology Innovation Fund of China Aerospace Science and Technology Corporationin part by the Shanghai Aerospace Science and Technology Innovation Fund(No.SAST2018045)in part by the China Fundamental Research Fund for the Central Universities(No.3102018QD096)in part by the Seed Foundation of Innovation and Creation for Graduate Students in Northwestern Polytechnical University(No.CX2020152).
文摘Reconfigurable intelligent surface(RIS)has been proposed as a potential solution to improve the coverage and spectrum efficiency for future wireless communication.However,the privacy of users’data is often ignored in previous works,such as the user’s location information during channel estimation.In this paper,we propose a privacy-preserving design paradigm combining federated learning(FL)with RIS in the mmWave communication system.Based on FL,the local models are trained and encrypted using the private data managed on each local device.Following this,a global model is generated by aggregating them at the central server.The optimal model is trained for establishing the mapping function between channel state information(CSI)and RIS’configuration matrix in order to maximize the achievable rate of the received signal.Simulation results demonstrate that the proposed scheme can effectively approach to the theoretical value generated by centralized machine learning(ML),while protecting user’privacy.
基金Supported by Tianjin Health Industry Key Project,No.15KG113Tianjin Science Foundation of China,No.17JCYBJC26100
文摘AIM To assess the impact of hepatitis B surface(HBs Ag) seroclearance on survival outcomes in hepatitis B-related primary liver cancer.METHODS Information from patients with hepatitis B-related liver cancer admitted in our hospital from 2008-2017 was retrieved. Cases diagnosed with HBs Ag(-) and HBc Ab(+) liver cancer were included in the HBs Ag seroclearance(SC) group. HBs Ag(+) liver cancer patients strictly matched for liver cancer stage(AJCC staging system, 8 th edition), Child-Pugh score, and first diagnosis/treatment method(surgery, ablation and TACE) were assigned to the HBsA g non-seroclearance(NSC) group. Then, clinical, pathological and survival data in both groups were assessed.RESULTS The SC and NSC groups comprised of 72 and 216 patients, respectively. Patient age(P < 0.001) and platelet count(P = 0.001) in the SC group were significantly higher than those of the NSC group. SC group patients who underwent surgery had more intrahepatic cholangiocarcinoma(ICC) and combined HCC-CC(CHC) cases than the NSC group, but no significant differences in tumor cell differentiation and history of liver cirrhosis were found between the two groups. The numbers of interventional treatments were similar in both groups(4.57 vs 5.07, P > 0.05). Overall survival was lower in the SC group than the NSC group(P = 0.019), with 1-,3-, and 5-year survival rates of 82.1% vs 85.1%, 43.2%vs 56.8%, and 27.0% vs 45.2%, respectively. Survival of patients with AJCC stage Ⅰ disease in the SC group was lower than that of the NSC group(P = 0.029).CONCLUSION Seroclearance in patients with hepatitis B-related primary liver cancer has protective effects with respect to tumorigenesis, cirrhosis, and portal hypertension but confers worse prognosis, which may be due to the frequent occurrence of highly malignant ICC and CHC.
基金supported by the National Key R&D Program of China(Grant No.2018YFB1106800)the National Natural Science Foundation of China(Grant No.51771152).
文摘The hot-tearing susceptibility(HTS)of Mg-6Zn-xGd(x=0.5,1,2,3,4,6)alloys was evaluated using a constrained rod casting(CRC)method.The results show that the HTS curve follows a typical"Λ"shape with the increase of Gd content.The Mg-6Zn-2Gd alloy has the highest while Mg-6Zn-6Gd alloy has the lowest HTS value.The hot-tearing behavior characteristics of Mg-6Zn-xGd alloys were further studied through a multifunctional hot-tearing test device.According to the dendrite contact point inferred from the stress curve,the Clyne-Davies criterion was modified and found to be accurate in predicting the HTS of Mg-6Zn-xGd alloys.Microstructure observation reveals that the grain size and the volume of eutectic liquid are the two key factors affecting HTS of Mg-6Zn-xGd alloys.The large grain with columnar structure can easily promote initiation and propagation of hot-tearing due to the poor feeding and coordinating deformation capability,which have a harmful effect on HTS.A higher volume fraction of eutectic phase can refill the cracking and provide continuous feeding channels by dendrite bridge and thicker liquid film,thus increase the hot-tearing resistance.
基金Supported by Tianjin Health Bureau for research projects,No.09KY04,No.2010KZ17 and No.11KG112
文摘AIM:To investigate the methylation status of secreted protein acidic and rich in cysteine(SPARC) in human hepatocellular carcinoma(HCC) and evaluate its clinical implication.METHODS:The methylation status of SPARC was analyzed in one HCC cell line(SMMC-7721) and 60 pairs of HCC and corresponding nontumorous tissues by methylation-specific polymerase chain reaction and bisulfite sequencing.The expression of SPARC mRNA and protein were examined by reverse transcription polymerase chain reaction and immunohistochemistry,respectively.The correlations between the methylation status and the gene expression,the clinicopathological parameters,as well as the prognosis after surgery were analyzed.RESULTS:In the SMMC-7721 cell line,the loss of SPARC expression was correlated with the aberrant methylation and could be reactivated by the demethylating agent 5-aza-2'-deoxycytidine.Methylation frequency of SPARC in HCC was significantly higher than that in the corresponding nontumorous tissues(45/60 vs 7/60,P < 0.001),and it was correlated with the pathological classification(P = 0.019).The downregulation of the SPARC mRNA expression in HCC was correlated with the SPARC methylation(P = 0.040).The patients with methylated SPARC had a poorer overall survival than those without methylated SPARC(28.0 mo vs 41.0 mo,P = 0.043).CONCLUSION:Aberrant methylation is an important mechanism for SPARC inactivation in HCC and SPARC methylation may be a promising biomarker for the diagnosis and prognosis of HCC.