Currently,there is a growing trend among users to store their data in the cloud.However,the cloud is vulnerable to persistent data corruption risks arising from equipment failures and hacker attacks.Additionally,when ...Currently,there is a growing trend among users to store their data in the cloud.However,the cloud is vulnerable to persistent data corruption risks arising from equipment failures and hacker attacks.Additionally,when users perform file operations,the semantic integrity of the data can be compromised.Ensuring both data integrity and semantic correctness has become a critical issue that requires attention.We introduce a pioneering solution called Sec-Auditor,the first of its kind with the ability to verify data integrity and semantic correctness simultaneously,while maintaining a constant communication cost independent of the audited data volume.Sec-Auditor also supports public auditing,enabling anyone with access to public information to conduct data audits.This feature makes Sec-Auditor highly adaptable to open data environments,such as the cloud.In Sec-Auditor,users are assigned specific rules that are utilized to verify the accuracy of data semantic.Furthermore,users are given the flexibility to update their own rules as needed.We conduct in-depth analyses of the correctness and security of Sec-Auditor.We also compare several important security attributes with existing schemes,demonstrating the superior properties of Sec-Auditor.Evaluation results demonstrate that even for time-consuming file upload operations,our solution is more efficient than the comparison one.展开更多
Based on the analyses of existing preference group decision-making(PGDM)methods with intuitionistic fuzzy preference relations(IFPRs),we present a new PGDM framework with incomplete IFPRs.A generalized multiplicative ...Based on the analyses of existing preference group decision-making(PGDM)methods with intuitionistic fuzzy preference relations(IFPRs),we present a new PGDM framework with incomplete IFPRs.A generalized multiplicative consistent for IFPRs is defined,and a mathematical programming model is constructed to supplement the missing values in incomplete IFPRs.Moreover,in this study,another mathematical programming model is constructed to improve the consistency level of unacceptably multiplicative consistent IFPRs.For group decisionmaking(GDM)with incomplete IFPRs,three reliable sources influencing the weights of experts are identified.Subsequently,a method for determining the weights of experts is developed by simultaneously considering three reliable sources.Furthermore,a targeted consensus process(CPR)is developed in this study with reference to the actual situation of the consensus level of each IFPR.Meanwhile,in response to the proposed multiplicative consistency definition,a novel method for determining the optimal priority weights of alternatives is redefined.Lastly,based on the above theory,a novel GDM method with incomplete IFPRs is developed,and the comparative and sensitivity analysis results demonstrate the utility and superiority of this work.展开更多
In this paper, we focus on a class of nonlinear bilevel programming problems where the follower’s objective is a function of the linear expression of all variables, and the follower’s constraint functions are convex...In this paper, we focus on a class of nonlinear bilevel programming problems where the follower’s objective is a function of the linear expression of all variables, and the follower’s constraint functions are convex with respect to the follower’s variables. First, based on the features of the follower’s problem, we give a new decomposition scheme by which the follower’s optimal solution can be obtained easily. Then, to solve efficiently this class of problems by using evolutionary algorithm, novel evolutionary operators are designed by considering the best individuals and the diversity of individuals in the populations. Finally, based on these techniques, a new evolutionary algorithm is proposed. The numerical results on 20 test problems illustrate that the proposed algorithm is efficient and stable.展开更多
Objective:The aim of this study was to investigate how the tumor immune microenvironment differs regarding tumor genomics,as well as its impact on prognoses and responses to immunotherapy in East Asian patients with n...Objective:The aim of this study was to investigate how the tumor immune microenvironment differs regarding tumor genomics,as well as its impact on prognoses and responses to immunotherapy in East Asian patients with non-small cell lung cancer(NSCLC).Methods:We performed an integrated analysis using publicly available data to identify associations between anti-programmed death 1(PD-1)/programmed death-ligand 1(PD-L1)immunotherapy efficacy and classic driver oncogene mutations in East Asian NSCLC patients.Four pooled and clinical cohort analyses were used to correlate driver oncogene mutation status and tumor microenvironment based on PD-L1 and CD8+tumor-infiltrating lymphocytes(TILs).Immune infiltrating patterns were also established for genomic NSCLC subgroups using the CIBERSORT algorithm.Results:Based on East Asian NSCLC patients,TIDE analyses revealed that for anti-PD-1/PD-L1 immunotherapy,epidermal growth factor receptor(EGFR)-mutant and anaplastic lymphoma kinase(ALK)-rearranged tumors yielded inferior responses;however,although Kirsten rat sarcoma viral oncogene homolog(KRAS)-mutant tumors responded better,the difference was not statistically significant(EGFR:P=0.037;ALK:P<0.001;KRAS:P=0.701).Pooled and clinical cohort analyses demonstrated tumor immune microenvironment heterogeneities correlated with oncogenic patterns.The results showed remarkably higher PD-L1-and TIL-positive KRAS-mutant tumors,suggesting KRAS mutations may drive an inflammatory phenotype with adaptive immune resistance.However,the EGFR-mutant or ALK-rearranged groups showed a remarkably higher proportion of PD-L1-/TIL-tumors,suggesting an uninflamed phenotype with immunological ignorance.Notably,similar to triple wild-type NSCLC tumors,EGFR L858R-mutant tumors positively correlated with an inflammatory phenotype,suggesting responsiveness to anti-PD-1/PD-L1 immunotherapy(P<0.05).Furthermore,the CIBERSORT algorithm results revealed that EGFR-mutant and ALK-rearranged tumors were characterized by an enriched resting memory CD4+T cell population(P<0.001),as well as a lack of CD8+T cells(P<0.01),and activated memory CD4+T cells(P=0.001).Conclusions:Our study highlighted the complex relationships between immune heterogeneity and immunotherapeutic responses in East Asian NSCLC patients regarding oncogenic dependence.展开更多
Lung cancer is the leading cause of cancer-related death across the world.Unlike lung adenocarcinoma,patients with lung squamous cell carcinoma(LSCC)have not benefitted from targeted therapies.Although immunotherapy h...Lung cancer is the leading cause of cancer-related death across the world.Unlike lung adenocarcinoma,patients with lung squamous cell carcinoma(LSCC)have not benefitted from targeted therapies.Although immunotherapy has significantly improved cancer patients’outcomes,the relatively low response rate and severe adverse events hinder the clinical application of this promising treatment in LSCC.Therefore,it is of vital importance to have a better understanding of the mechanisms underlying the pathogenesis of LSCC as well as the inner connection among different signaling pathways,which will surely provide opportunities for more effective therapeutic interventions for LSCC.In this review,new insights were given about classical signaling pathways which have been proved in other cancer types but not in LSCC,including PI3K signaling pathway,VEGF/VEGFR signaling,and CDK4/6 pathway.Other signaling pathways which may have therapeutic potentials in LSCC were also discussed,including the FGFR1 pathway,EGFR pathway,and KEAP1/NRF2 pathway.Next,chromosome 3q,which harbors two key squamous differentiation markers SOX2 and TP63 is discussed as well as its related potential therapeutic targets.We also provided some progress of LSCC in epigenetic therapies and immune checkpoints blockade(ICB)therapies.Subsequently,we outlined some combination strategies of ICB therapies and other targeted therapies.Finally,prospects and challenges were given related to the exploration and application of novel therapeutic strategies for LSCC.展开更多
Esophageal cancer(EC)has a high incidence and poor prognosis.The two major histological types,squamous cell carcinoma and adenocarcinoma,differ in their epidemiology and treatment options.Patients with locally advance...Esophageal cancer(EC)has a high incidence and poor prognosis.The two major histological types,squamous cell carcinoma and adenocarcinoma,differ in their epidemiology and treatment options.Patients with locally advanced EC benefit from multimodal therapy concepts including neoadjuvant chemotherapy,neoadjuvant chemoradiotherapy,and perioperative chemotherapy.Currently,immunotherapy for the solid tumor is a hot spot.Treatment with adjuvant immune checkpoint inhibitors(ICIs)is the first immunotherapy for resectable EC listed in the latest National Comprehensive Cancer Network Guidelines for the Esophageal and Esophagogastric Junction Cancers.Recent clinical trials have established ICIs for three treatment models of resectable EC.Their short-term results demonstrated ideal efficacy and tolerable toxicity,though some concerns remain.This review summarizes the novel data on the ICIs for resectable EC and lists the registered related clinical trials.Hopefully,this review can provide a reference for ongoing research on the treatment options for resectable EC.展开更多
基金This research was supported by the Qinghai Provincial High-End Innovative and Entrepreneurial Talents Project.
文摘Currently,there is a growing trend among users to store their data in the cloud.However,the cloud is vulnerable to persistent data corruption risks arising from equipment failures and hacker attacks.Additionally,when users perform file operations,the semantic integrity of the data can be compromised.Ensuring both data integrity and semantic correctness has become a critical issue that requires attention.We introduce a pioneering solution called Sec-Auditor,the first of its kind with the ability to verify data integrity and semantic correctness simultaneously,while maintaining a constant communication cost independent of the audited data volume.Sec-Auditor also supports public auditing,enabling anyone with access to public information to conduct data audits.This feature makes Sec-Auditor highly adaptable to open data environments,such as the cloud.In Sec-Auditor,users are assigned specific rules that are utilized to verify the accuracy of data semantic.Furthermore,users are given the flexibility to update their own rules as needed.We conduct in-depth analyses of the correctness and security of Sec-Auditor.We also compare several important security attributes with existing schemes,demonstrating the superior properties of Sec-Auditor.Evaluation results demonstrate that even for time-consuming file upload operations,our solution is more efficient than the comparison one.
基金supported by the National Natural Science Foundation of China(Nos.71740021,11861034,and 61966030)the Humanities Social Science Programming Project of Ministry of Education of China(No.20YJA630059)+1 种基金the Natural Science Foundation of Jiangxi Province of China(No.20192BAB207012)the Natural Science Foundation of Qinghai Province of China(No.2019-ZJ-7086).
文摘Based on the analyses of existing preference group decision-making(PGDM)methods with intuitionistic fuzzy preference relations(IFPRs),we present a new PGDM framework with incomplete IFPRs.A generalized multiplicative consistent for IFPRs is defined,and a mathematical programming model is constructed to supplement the missing values in incomplete IFPRs.Moreover,in this study,another mathematical programming model is constructed to improve the consistency level of unacceptably multiplicative consistent IFPRs.For group decisionmaking(GDM)with incomplete IFPRs,three reliable sources influencing the weights of experts are identified.Subsequently,a method for determining the weights of experts is developed by simultaneously considering three reliable sources.Furthermore,a targeted consensus process(CPR)is developed in this study with reference to the actual situation of the consensus level of each IFPR.Meanwhile,in response to the proposed multiplicative consistency definition,a novel method for determining the optimal priority weights of alternatives is redefined.Lastly,based on the above theory,a novel GDM method with incomplete IFPRs is developed,and the comparative and sensitivity analysis results demonstrate the utility and superiority of this work.
文摘In this paper, we focus on a class of nonlinear bilevel programming problems where the follower’s objective is a function of the linear expression of all variables, and the follower’s constraint functions are convex with respect to the follower’s variables. First, based on the features of the follower’s problem, we give a new decomposition scheme by which the follower’s optimal solution can be obtained easily. Then, to solve efficiently this class of problems by using evolutionary algorithm, novel evolutionary operators are designed by considering the best individuals and the diversity of individuals in the populations. Finally, based on these techniques, a new evolutionary algorithm is proposed. The numerical results on 20 test problems illustrate that the proposed algorithm is efficient and stable.
基金This work was supported by grants from the National Natural Science Foundation of China(Grant Nos.81802299,81502514,and 81702841)the Fundamental Research Funds for the Central Universities(Grant No.3332018070)+4 种基金the CAMS Innovation Fund for Medical Sciences(CIFMS)(Grant Nos.2016-I2M-1-001 and 2017-I2M-1-005)the National Key Basic Research Development Plan(Grant No.2018YFC1312105)the Graduate Innovation Funds of Peking Union Medical College(Grant No.2019-1002-06)the China Postdoctoral Science Foundation Grant(Grant No.2019M650568)the Guangci Distinguished Young Scholars Training Program(Grant No.GCQN-2018-A09).
文摘Objective:The aim of this study was to investigate how the tumor immune microenvironment differs regarding tumor genomics,as well as its impact on prognoses and responses to immunotherapy in East Asian patients with non-small cell lung cancer(NSCLC).Methods:We performed an integrated analysis using publicly available data to identify associations between anti-programmed death 1(PD-1)/programmed death-ligand 1(PD-L1)immunotherapy efficacy and classic driver oncogene mutations in East Asian NSCLC patients.Four pooled and clinical cohort analyses were used to correlate driver oncogene mutation status and tumor microenvironment based on PD-L1 and CD8+tumor-infiltrating lymphocytes(TILs).Immune infiltrating patterns were also established for genomic NSCLC subgroups using the CIBERSORT algorithm.Results:Based on East Asian NSCLC patients,TIDE analyses revealed that for anti-PD-1/PD-L1 immunotherapy,epidermal growth factor receptor(EGFR)-mutant and anaplastic lymphoma kinase(ALK)-rearranged tumors yielded inferior responses;however,although Kirsten rat sarcoma viral oncogene homolog(KRAS)-mutant tumors responded better,the difference was not statistically significant(EGFR:P=0.037;ALK:P<0.001;KRAS:P=0.701).Pooled and clinical cohort analyses demonstrated tumor immune microenvironment heterogeneities correlated with oncogenic patterns.The results showed remarkably higher PD-L1-and TIL-positive KRAS-mutant tumors,suggesting KRAS mutations may drive an inflammatory phenotype with adaptive immune resistance.However,the EGFR-mutant or ALK-rearranged groups showed a remarkably higher proportion of PD-L1-/TIL-tumors,suggesting an uninflamed phenotype with immunological ignorance.Notably,similar to triple wild-type NSCLC tumors,EGFR L858R-mutant tumors positively correlated with an inflammatory phenotype,suggesting responsiveness to anti-PD-1/PD-L1 immunotherapy(P<0.05).Furthermore,the CIBERSORT algorithm results revealed that EGFR-mutant and ALK-rearranged tumors were characterized by an enriched resting memory CD4+T cell population(P<0.001),as well as a lack of CD8+T cells(P<0.01),and activated memory CD4+T cells(P=0.001).Conclusions:Our study highlighted the complex relationships between immune heterogeneity and immunotherapeutic responses in East Asian NSCLC patients regarding oncogenic dependence.
基金National Key Research and Development Program of China(2021YFC2500903,2021YFC2500905)Natural Science Foundation of Shanghai(22ZR1439200)+2 种基金National Natural Science Foundation of China(82072557,81871882)Shanghai Municipal Commission of Health and Family Planning Outstanding Academic Leaders Training Program(2017BR055)Shanghai Municipal Education Commission-Gaofeng Clinical Medicine Grant(20172005).
文摘Lung cancer is the leading cause of cancer-related death across the world.Unlike lung adenocarcinoma,patients with lung squamous cell carcinoma(LSCC)have not benefitted from targeted therapies.Although immunotherapy has significantly improved cancer patients’outcomes,the relatively low response rate and severe adverse events hinder the clinical application of this promising treatment in LSCC.Therefore,it is of vital importance to have a better understanding of the mechanisms underlying the pathogenesis of LSCC as well as the inner connection among different signaling pathways,which will surely provide opportunities for more effective therapeutic interventions for LSCC.In this review,new insights were given about classical signaling pathways which have been proved in other cancer types but not in LSCC,including PI3K signaling pathway,VEGF/VEGFR signaling,and CDK4/6 pathway.Other signaling pathways which may have therapeutic potentials in LSCC were also discussed,including the FGFR1 pathway,EGFR pathway,and KEAP1/NRF2 pathway.Next,chromosome 3q,which harbors two key squamous differentiation markers SOX2 and TP63 is discussed as well as its related potential therapeutic targets.We also provided some progress of LSCC in epigenetic therapies and immune checkpoints blockade(ICB)therapies.Subsequently,we outlined some combination strategies of ICB therapies and other targeted therapies.Finally,prospects and challenges were given related to the exploration and application of novel therapeutic strategies for LSCC.
基金supported by the National Natural Science Foundation of China(Nos.82072557,81871882)National Key Research and Development Program of China(No.2021YFC2500900)+1 种基金Shanghai Municipal Education Commission-Gaofeng Clinical Medicine Grant(No.20172005,the second round of disbursement)program of Shanghai Academic Research Leader from Science and Technology Commission of Shanghai Municipality(No.20XD1402300).
文摘Esophageal cancer(EC)has a high incidence and poor prognosis.The two major histological types,squamous cell carcinoma and adenocarcinoma,differ in their epidemiology and treatment options.Patients with locally advanced EC benefit from multimodal therapy concepts including neoadjuvant chemotherapy,neoadjuvant chemoradiotherapy,and perioperative chemotherapy.Currently,immunotherapy for the solid tumor is a hot spot.Treatment with adjuvant immune checkpoint inhibitors(ICIs)is the first immunotherapy for resectable EC listed in the latest National Comprehensive Cancer Network Guidelines for the Esophageal and Esophagogastric Junction Cancers.Recent clinical trials have established ICIs for three treatment models of resectable EC.Their short-term results demonstrated ideal efficacy and tolerable toxicity,though some concerns remain.This review summarizes the novel data on the ICIs for resectable EC and lists the registered related clinical trials.Hopefully,this review can provide a reference for ongoing research on the treatment options for resectable EC.