Cities play a vital role in social development,which contribute to more than 70%of global carbon emission.Low-carbon city construction and decarbonization of the energy sector are the critical strategies to cope with ...Cities play a vital role in social development,which contribute to more than 70%of global carbon emission.Low-carbon city construction and decarbonization of the energy sector are the critical strategies to cope with the increasingly serious climate change problems,and low-carbon technologies have attracted extensive attention.However,the potential of such technologies to reduce carbon emissions is constrained by various factors,such as space,operational environment,and safety concerns.As an essential territorial natural resource,underground space can provide large-scale and stable space support for existing low-carbon technologies.Integrating underground space and low-carbon technologies could be a promising approach towards carbon neutrality,and hence,warrants further exploration.First,a comprehensive review of the existing low-carbon technologies including the technical bottlenecks is presented.Second,the features of underground space and its low carbon potential are summarized.Moreover,a framework for the underground space based integrated energy system is proposed,including system configuration,operational mechanisms,and the resulting benefits.Finally,the research prospect and key challenges required to be settled are highlighted.展开更多
Background:Triple-negative breast cancer(TNBC)is the most aggressive type of breast cancer.Immune checkpoint inhibitors(ICIs)have been widely used to treat various tumors and have changed the landscape of tumor manage...Background:Triple-negative breast cancer(TNBC)is the most aggressive type of breast cancer.Immune checkpoint inhibitors(ICIs)have been widely used to treat various tumors and have changed the landscape of tumor management,but the data from real-world studies of ICIs for TNBC treatment remain limited.The aim of this study was to evaluate the efficacy of ICIs in the treatment of patients with advanced TNBC in a real-world setting and to explore possible correlates.Methods:The clinical data of advanced TNBC patients who received ICI treatment in the Chinese People's Liberation Army(PLA)General Hospital were collected.Treatment responses,outcomes and adverse events(AEs)were assessed.Results:Eighty-one patients were included in the study.The confirmed objective response rate(ORR)was 32.1%,and the disease control rate(DCR)was 64.2%.The median progression-free survival(PFS)was 4.2 months,and the median overall survival(OS)was 11.0 months.PFS and OS were longer in patients who achieved clinical benefit from ICIs and shorter in patients who received later-line ICIs and higher levels of inflammation;specifically,patients with higher TILs had longer PFS.Overall AEs were tolerable.Conclusions:ICIs are effective in the treatment of advanced TNBC,and the adverse reactions are tolerable.A panel of biomarkers including LDH,ALP,and bNLR were identified to predict the efficacies of ICIs in TNBC treatment.展开更多
As the use of physical instruments grows,control algorithms are being increasingly deployed to enhance efficiency and reliability through digital twin technology.Demand load management is central to energy systems wit...As the use of physical instruments grows,control algorithms are being increasingly deployed to enhance efficiency and reliability through digital twin technology.Demand load management is central to energy systems within digital twins,which significantly impacts operational costs.Peak demand loads can lead to substantial monthly utility expenses without proper management.AMPAMOD,a randomised online algorithm incorporating machine-learned insights is introduced to optimise battery operations and mitigate peak demand loads.AMPAMOD leverages limited-bit information from ma-chine learning models to inform its online decision-making process for cost-effective load management.We provide theoretical evidence demonstrating that AMPAMOD maintains minimal advice complexity,has a linear computational cost,and achieves a bounded competitive ratio.Extensive trace-driven experiments with real-world household data reveal that AMPAMOD successfully reduces peak loads by over 90%,outperforming other benchmarks by at least 50%.These experimental findings align with our theoretical assertions,showcasing the effectiveness of AMPAMOD.展开更多
Background:Pancreatic ductal adenocarcinoma(PDAC)is in urgent need of a second‐line or later‐line treatment strategy.We aimed to analyze the efficacy and safety of additional anlotinib,specifically anlotinib in comb...Background:Pancreatic ductal adenocarcinoma(PDAC)is in urgent need of a second‐line or later‐line treatment strategy.We aimed to analyze the efficacy and safety of additional anlotinib,specifically anlotinib in combination with immunotherapy,in patients with PDAC who have failed first‐line therapy.Methods:Patients with pathological diagnosis of PDAC were additionally treated with anlotinib,and some patients were treated with anti‐PD‐1 agents at the same time,which could be retrospectively analyzed.The efficacy and safety of additional anlotinib were evaluated.Results:A total of 23 patients were included.In patients treated with additional anlotinib,the overall median progression‐free survival(PFS)was 1.8 months and the median overall survival(OS)was 6.3 months,regardless of anti‐PD‐1 agents.Among patients receiving additional anlotinib in combination with anti‐PD‐1 agents,median PFS and OS were 1.8 and 6.5 months,respectively.Adverse events(AEs)were observed in 16 patients(69.6%).In patients treated with additional anlotinib,the majority of AEs were grade 1–3.Univariate analysis revealed that patients with baseline red blood cell distribution width(RDW)<14%treated with additional anlotinib plus anti‐PD‐1 agents had significantly longer OS than patients with baseline RDW≥14%(p=0.025).Patients with additional anlotinib plus anti‐PD‐1 agents as second‐line therapy had a longer OS than those treated as later‐line therapy(p=0.012).Multivariate analysis showed that baseline RDW was the only independent risk factor for OS(p=0.042).Conclusion:The combination of anlotinib and immunotherapy represents an effective add‐on therapy with tolerable AEs as second‐or later‐line therapy in patients with PDAC,particularly in patients with baseline RDW<14%.展开更多
基金supported by the consulting research project of Chinese Academy of Engineering(Grant No.2022-XY-76)National Natural Science Foundation of China(Grant No.52177112).
文摘Cities play a vital role in social development,which contribute to more than 70%of global carbon emission.Low-carbon city construction and decarbonization of the energy sector are the critical strategies to cope with the increasingly serious climate change problems,and low-carbon technologies have attracted extensive attention.However,the potential of such technologies to reduce carbon emissions is constrained by various factors,such as space,operational environment,and safety concerns.As an essential territorial natural resource,underground space can provide large-scale and stable space support for existing low-carbon technologies.Integrating underground space and low-carbon technologies could be a promising approach towards carbon neutrality,and hence,warrants further exploration.First,a comprehensive review of the existing low-carbon technologies including the technical bottlenecks is presented.Second,the features of underground space and its low carbon potential are summarized.Moreover,a framework for the underground space based integrated energy system is proposed,including system configuration,operational mechanisms,and the resulting benefits.Finally,the research prospect and key challenges required to be settled are highlighted.
基金Health care special project,Grant/Award Number:17BJZ40。
文摘Background:Triple-negative breast cancer(TNBC)is the most aggressive type of breast cancer.Immune checkpoint inhibitors(ICIs)have been widely used to treat various tumors and have changed the landscape of tumor management,but the data from real-world studies of ICIs for TNBC treatment remain limited.The aim of this study was to evaluate the efficacy of ICIs in the treatment of patients with advanced TNBC in a real-world setting and to explore possible correlates.Methods:The clinical data of advanced TNBC patients who received ICI treatment in the Chinese People's Liberation Army(PLA)General Hospital were collected.Treatment responses,outcomes and adverse events(AEs)were assessed.Results:Eighty-one patients were included in the study.The confirmed objective response rate(ORR)was 32.1%,and the disease control rate(DCR)was 64.2%.The median progression-free survival(PFS)was 4.2 months,and the median overall survival(OS)was 11.0 months.PFS and OS were longer in patients who achieved clinical benefit from ICIs and shorter in patients who received later-line ICIs and higher levels of inflammation;specifically,patients with higher TILs had longer PFS.Overall AEs were tolerable.Conclusions:ICIs are effective in the treatment of advanced TNBC,and the adverse reactions are tolerable.A panel of biomarkers including LDH,ALP,and bNLR were identified to predict the efficacies of ICIs in TNBC treatment.
文摘As the use of physical instruments grows,control algorithms are being increasingly deployed to enhance efficiency and reliability through digital twin technology.Demand load management is central to energy systems within digital twins,which significantly impacts operational costs.Peak demand loads can lead to substantial monthly utility expenses without proper management.AMPAMOD,a randomised online algorithm incorporating machine-learned insights is introduced to optimise battery operations and mitigate peak demand loads.AMPAMOD leverages limited-bit information from ma-chine learning models to inform its online decision-making process for cost-effective load management.We provide theoretical evidence demonstrating that AMPAMOD maintains minimal advice complexity,has a linear computational cost,and achieves a bounded competitive ratio.Extensive trace-driven experiments with real-world household data reveal that AMPAMOD successfully reduces peak loads by over 90%,outperforming other benchmarks by at least 50%.These experimental findings align with our theoretical assertions,showcasing the effectiveness of AMPAMOD.
文摘Background:Pancreatic ductal adenocarcinoma(PDAC)is in urgent need of a second‐line or later‐line treatment strategy.We aimed to analyze the efficacy and safety of additional anlotinib,specifically anlotinib in combination with immunotherapy,in patients with PDAC who have failed first‐line therapy.Methods:Patients with pathological diagnosis of PDAC were additionally treated with anlotinib,and some patients were treated with anti‐PD‐1 agents at the same time,which could be retrospectively analyzed.The efficacy and safety of additional anlotinib were evaluated.Results:A total of 23 patients were included.In patients treated with additional anlotinib,the overall median progression‐free survival(PFS)was 1.8 months and the median overall survival(OS)was 6.3 months,regardless of anti‐PD‐1 agents.Among patients receiving additional anlotinib in combination with anti‐PD‐1 agents,median PFS and OS were 1.8 and 6.5 months,respectively.Adverse events(AEs)were observed in 16 patients(69.6%).In patients treated with additional anlotinib,the majority of AEs were grade 1–3.Univariate analysis revealed that patients with baseline red blood cell distribution width(RDW)<14%treated with additional anlotinib plus anti‐PD‐1 agents had significantly longer OS than patients with baseline RDW≥14%(p=0.025).Patients with additional anlotinib plus anti‐PD‐1 agents as second‐line therapy had a longer OS than those treated as later‐line therapy(p=0.012).Multivariate analysis showed that baseline RDW was the only independent risk factor for OS(p=0.042).Conclusion:The combination of anlotinib and immunotherapy represents an effective add‐on therapy with tolerable AEs as second‐or later‐line therapy in patients with PDAC,particularly in patients with baseline RDW<14%.