How to explore and exploit the full potential of artificial intelligence(AI)technologies in future wireless communications such as beyond 5G(B5G)and 6G is an extremely hot inter-disciplinary research topic around the ...How to explore and exploit the full potential of artificial intelligence(AI)technologies in future wireless communications such as beyond 5G(B5G)and 6G is an extremely hot inter-disciplinary research topic around the world.On the one hand,AI empowers intelligent resource management for wireless communications through powerful learning and automatic adaptation capabilities.On the other hand,embracing AI in wireless communication resource management calls for new network architecture and system models as well as standardized interfaces/protocols/data formats to facilitate the large-scale deployment of AI in future B5G/6G networks.This paper reviews the state-of-art AI-empowered resource management from the framework perspective down to the methodology perspective,not only considering the radio resource(e.g.,spectrum)management but also other types of resources such as computing and caching.We also discuss the challenges and opportunities for AI-based resource management to widely deploy AI in future wireless communication networks.展开更多
Orally administered peptides or proteins are garnering increasing preference owing to their superiority in terms of patient compliance and convenience.However,the development of oral protein formulations has stalled d...Orally administered peptides or proteins are garnering increasing preference owing to their superiority in terms of patient compliance and convenience.However,the development of oral protein formulations has stalled due to the low bioavailability of macromolecules that encounter the aggressive gastrointestinal environment and harsh mucus villi barrier.Herein,we propose an ideal reverse micelle/self-emulsifying drug delivery system(RM/SEDDS)nanoplatform that is capable of improving the oral bioavailability of hydrophilic peptides by preventing enzymatic degradation and enhancing mucosal permeability.Upon the passage through the mucus,the self-emulsifying drug delivery system with optimal surface properties effectively penetrates the viscoelastic mucosal barrier,followed by the exposure of the inner reverse micelle amphipathic vectors,which autonomously form continua with the lipidic cell membrane and facilitate the internalization of drugs.This membrane-fusion mechanism inaugurates a new way for hydrophilic peptide delivery in the free form,circumventing the traditional impediments of the cellular internalization of nanocarriers and subsequent poor release of drugs.And more importantly,reverse micelles are not spatially specific to the laden drugs,which enables their delivery for a myriad of peptide clinical drugs.In conclusion,as an exquisitely designed nanoplatform,RM/SEDDS overcomes multiple physiological barriers and opens a new path for drug cellular entry,providing new prospects for the development of oral drug delivery systems.展开更多
Erratum to Nano Research 2023,16(7):9768-9780 https://doi.org/10.1007/s12274-023-5645-7 The complete affiliations of co-author Yiying Lu is Institute of Pharmaceutics,College of Pharmaceutical Sciences,Zhejiang Univer...Erratum to Nano Research 2023,16(7):9768-9780 https://doi.org/10.1007/s12274-023-5645-7 The complete affiliations of co-author Yiying Lu is Institute of Pharmaceutics,College of Pharmaceutical Sciences,Zhejiang University,Hangzhou 310058,China and Department of Pharmacy,Second Affiliated Hospital,Zhejiang University School of Medicine,Hangzhou 310058,China.展开更多
文摘How to explore and exploit the full potential of artificial intelligence(AI)technologies in future wireless communications such as beyond 5G(B5G)and 6G is an extremely hot inter-disciplinary research topic around the world.On the one hand,AI empowers intelligent resource management for wireless communications through powerful learning and automatic adaptation capabilities.On the other hand,embracing AI in wireless communication resource management calls for new network architecture and system models as well as standardized interfaces/protocols/data formats to facilitate the large-scale deployment of AI in future B5G/6G networks.This paper reviews the state-of-art AI-empowered resource management from the framework perspective down to the methodology perspective,not only considering the radio resource(e.g.,spectrum)management but also other types of resources such as computing and caching.We also discuss the challenges and opportunities for AI-based resource management to widely deploy AI in future wireless communication networks.
基金This work was supported by the National Key Research and Development Program of China(No.2022YFE0107800)National Natural Science Foundation of China(Nos.82073332,and 81673022)。
文摘Orally administered peptides or proteins are garnering increasing preference owing to their superiority in terms of patient compliance and convenience.However,the development of oral protein formulations has stalled due to the low bioavailability of macromolecules that encounter the aggressive gastrointestinal environment and harsh mucus villi barrier.Herein,we propose an ideal reverse micelle/self-emulsifying drug delivery system(RM/SEDDS)nanoplatform that is capable of improving the oral bioavailability of hydrophilic peptides by preventing enzymatic degradation and enhancing mucosal permeability.Upon the passage through the mucus,the self-emulsifying drug delivery system with optimal surface properties effectively penetrates the viscoelastic mucosal barrier,followed by the exposure of the inner reverse micelle amphipathic vectors,which autonomously form continua with the lipidic cell membrane and facilitate the internalization of drugs.This membrane-fusion mechanism inaugurates a new way for hydrophilic peptide delivery in the free form,circumventing the traditional impediments of the cellular internalization of nanocarriers and subsequent poor release of drugs.And more importantly,reverse micelles are not spatially specific to the laden drugs,which enables their delivery for a myriad of peptide clinical drugs.In conclusion,as an exquisitely designed nanoplatform,RM/SEDDS overcomes multiple physiological barriers and opens a new path for drug cellular entry,providing new prospects for the development of oral drug delivery systems.
文摘Erratum to Nano Research 2023,16(7):9768-9780 https://doi.org/10.1007/s12274-023-5645-7 The complete affiliations of co-author Yiying Lu is Institute of Pharmaceutics,College of Pharmaceutical Sciences,Zhejiang University,Hangzhou 310058,China and Department of Pharmacy,Second Affiliated Hospital,Zhejiang University School of Medicine,Hangzhou 310058,China.
