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Development of a molecular feature-based survival prediction model of ovarian cancer using the deep neural network
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作者 Tingyuan Lang Muyao Yang +10 位作者 Yunqiu Xia Jingshu Liu Yunzhe Li Lingling Yang Chenxi Cui Yunran Hu Yang Luo Dongling Zou Lei Zhou Zhou Fu Qi Zhou 《Genes & Diseases》 SCIE CSCD 2023年第4期1190-1193,共4页
Ovarian cancer(OC)is one of the most lethal gynecologic cancer worldwide,and survival prediction is meaningful for personalized treatment.^(1)The survival outcome of cancer patients mainly depended on the malignancy o... Ovarian cancer(OC)is one of the most lethal gynecologic cancer worldwide,and survival prediction is meaningful for personalized treatment.^(1)The survival outcome of cancer patients mainly depended on the malignancy of the primary tumor which is tightly linked with the expression profile of the molecular features.^(2)Therefore,in this study,we developed a molecular feature-based survival prediction model of OC using a deep neural network(DNN). 展开更多
关键词 CANCER prediction NEURAL
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De novo design of highly efficient type-Ⅰphotosensitizer based onπ-conjugated oligomer for photodynamic eradication of multidrug-resistant bacterial infections
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作者 Qi Zhao Guangchao Qing +5 位作者 Jie Yu Ying Liu Jianliang Shen Yang Luo Xingjie Zan Shengliang Li 《Chinese Chemical Letters》 SCIE CAS CSCD 2024年第3期389-393,共5页
Traditional photosensitizers show limited singlet oxygen generation in hypoxic infection lesions,which greatly suppress their performance in antibacterial therapy.Meanwhile,there still is lack of feasible design strat... Traditional photosensitizers show limited singlet oxygen generation in hypoxic infection lesions,which greatly suppress their performance in antibacterial therapy.Meanwhile,there still is lack of feasible design strategy for developing hypoxia-overcoming photosensitizers agents.Herein,radical generation ofπ-conjugated small molecules is efficiently manipulated by an individual selenium(Se)substituent.With this strategy,the first proof-of-concept study of a Se-anchored oligo(thienyl ethynylene)(OT-Se)with high-performance superoxide radical(O_(2)^(·-))and hydroxyl radical(·OH)generation capability is present,and achieves efficient antibacterial activities towards the clinically extracted multidrug-resistant bacteria methicillin-resistant S.aureus(MRSA)and carbapenem-resistant E.coli(CREC)at sub-micromolar concentration under a low white light irradiation(30 mW/cm^(2)).The water-dispersible OT-Se shows a good bacteria-anchoring capability,biocompatibility,and complete elimination of multidrug-resistant bacteria wound infection in vivo.This work offers a strategy to boost type-I photodynamic therapy(PDT)performance for efficient antibacterial treatments,advancing the development of antibacterial agents. 展开更多
关键词 Photodynamic therapy Antibacterial Type-Ⅰphotosensitizers Multidrug-resistant bacteria Conjugated oligomers
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Traditional Chinese and Western Medicines Jointly Beat COVID-19 Pandemic 被引量:6
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作者 QING Guang-chao ZHANG Hong +1 位作者 BAI Yang LUO Yang 《Chinese Journal of Integrative Medicine》 SCIE CAS CSCD 2020年第6期403-404,共2页
The novel coronavirus disease(COVID-19)infection has been spreading for more than 2 months since it broke out early 2020.(1)The alarming levels of spread and severity have made this virus characterized as a pandemic w... The novel coronavirus disease(COVID-19)infection has been spreading for more than 2 months since it broke out early 2020.(1)The alarming levels of spread and severity have made this virus characterized as a pandemic which has been affecting at least 200 countries,areas or territories around the world.And 1051,635 cases and 56,985 deaths were confirmed by 10:00 CET April 4,2020. 展开更多
关键词 HAS And SINCE
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