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Impacts of agri-food e-commerce on traditional wholesale industry:Evidence from China
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作者 Ruyi Yang Jifang Liu +2 位作者 shanshan cao Wei Sun Fantao Kong 《Journal of Integrative Agriculture》 SCIE CAS CSCD 2024年第4期1409-1428,共20页
Rapidly expanding studies investigate the effects of e-commerce on company operations in the retail market.However,the interaction between agri-food e-commerce(AEC)and the traditional agri-food wholesale industry(AWI)... Rapidly expanding studies investigate the effects of e-commerce on company operations in the retail market.However,the interaction between agri-food e-commerce(AEC)and the traditional agri-food wholesale industry(AWI)has not received enough attention in the existing literature.Based on the provincial panel data from 2013 to 2020 in China,this paper examines the effect of AEC on AWI,comprising three dimensions:digitalization(DIGITAL),agrifood e-commerce infrastructure and supporting services(AECI),and agri-food e-commerce economy(AECE).First,AWI and AEC are measured using an entropy-based combination of indicators.The results indicate that for China as a whole,AWI has remained practically unchanged,whereas AEC exhibits a significant rising trend.Second,the findings of the fixed-effect regression reveal that DIGITAL and AECE tend to raise AWI,whereas AECI negatively affects AWI.Third,threshold regression results indicate that AECI tends to diminish AWI with three-stage inhibitory intensity,which manifests as a first increase and then a drop in the inhibition degree.These results suggest that with the introduction of e-commerce for agricultural product circulation,digital development will have catfish effects that tend to stimulate the vitality of the conventional wholesale industry and promote technical progress.Furthermore,the traditional wholesale industry benefits financially from e-commerce even while it diverts part of the traditional wholesale circulation for agricultural products. 展开更多
关键词 agri-food e-commerce traditional wholesale industry panel threshold model dual-channel circulation
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Critical Opalescence and Its Impact on the Jet Quenching Parameter q
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作者 武警 曹杉杉 李峰 《Chinese Physics Letters》 SCIE EI CAS CSCD 2024年第3期23-29,共7页
Jet quenching parameter q is essential for characterizing the interaction strength between jet partons and nuclear matter.Based on the quark-meson model,we develop a new framework for calculating q at finite chemical ... Jet quenching parameter q is essential for characterizing the interaction strength between jet partons and nuclear matter.Based on the quark-meson model,we develop a new framework for calculating q at finite chemical potentials,in which q is related to the spectral function of the chiral order parameter. 展开更多
关键词 PARAMETER QUARK CALCULATING
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氢原子转移与手性氢键协同催化共轭加成—不对称质子化构建氮杂芳烃α-三级立体中心
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作者 谭亚其 尹艳丽 +3 位作者 曹珊珊 赵筱薇 渠桂荣 江智勇 《Chinese Journal of Catalysis》 SCIE EI CAS CSCD 2022年第3期558-563,共6页
含亚胺氮杂芳烃(如吡啶、喹啉等)是一大类结构多样的芳香杂环,广泛存在于生物活性分子、天然产物、药物、催化剂、配体及功能材料等分子结构中.因此,发展氮杂芳烃衍生物合成方法学一直备受化学家的关注.其中,利用氮杂芳烃缺电子性质直... 含亚胺氮杂芳烃(如吡啶、喹啉等)是一大类结构多样的芳香杂环,广泛存在于生物活性分子、天然产物、药物、催化剂、配体及功能材料等分子结构中.因此,发展氮杂芳烃衍生物合成方法学一直备受化学家的关注.其中,利用氮杂芳烃缺电子性质直接驱动氮杂芳烃底物参与化学转换一直是这一领域的研究重点.近年来,为了克服氮杂芳烃拉电子能力较羰基弱所造成的底物活性低,从而实现温和条件下的广泛化学转换,化学家利用自由基的高反应活性,发展了基于可见光驱动光氧化还原催化策略的系列高效反应类型.其中,通过建立光氧化还原与手性氢键协同催化平台发展了多类型不对称反应,完成了众多重要手性氮杂芳烃衍生物的合成.这些研究工作揭示了手性氢键催化对于氮杂芳烃底物立体控制能力,即尽管自由基反应活性高,且存在强烈消旋背景反应,这些反应却基本能够获得高对映选择性;印证了这一协同催化体系的良好兼容性.同时,提出了新的挑战,即光氧化还原催化需要在底物中引入具有氧化或还原性质的官能团,或需要加入过量的还原剂或氧化剂完成催化循环,从而造成了需制备特定底物而导致合成不够便利及底物类型受限、原子经济性不够理想等问题.氢原子转移是光催化的基本策略之一,能够实现多类型简单底物直接产生自由基.本文探索了氢原子转移与手性氢键协同催化平台在手性氮杂芳烃衍生物合成中的应用潜力.采用十聚钨酸四丁基铵盐([^(n)Bu_(4)N]_(4)[W_(10)O_(32)],TBADT)为氢原子转移催化剂,以手性磷酸为氢键催化剂,在紫外光照射下实现了多类型含C(sp^(3))-H市售烷烃(如环己烷、环辛烷、环庚烷、胡椒环、N,N-二甲基乙酰胺、二甲基氨基甲酸叔丁酯等)及市售硅烷与多种α-取代-2-氮杂芳烃取代末端烯烃的自由基共轭加成—不对称质子化反应,以高产率(最高达到98%)及高对映选择性(最高达到93%ee)获得了一系列重要的含α-三级碳的氮杂芳烃手性衍生物.在此基础上,使用二甲基氨基甲酸叔丁酯与α-苯基-2-吡啶取代末端烯烃反应产物为原料,通过一步LiAlH_(4)还原高产率合成了纯手性抗组胺药物非尼拉敏(苯吡胺),证实该方法的实用性.综上,本文为手性氮杂芳烃衍生物的高效合成开发了一条新的催化合成途径. 展开更多
关键词 光催化 协同催化 氢原子转移 不对称质子化 氮杂芳烃
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乙烯基氮杂芳烃参与的不对称分子间[2+2]光环加成反应
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作者 田栋 孙鑫 +4 位作者 曹珊珊 王二萌 尹艳丽 赵筱薇 江智勇 《Chinese Journal of Catalysis》 SCIE EI CAS CSCD 2022年第10期2732-2742,共11页
自由基是一类高活性反应中间体.因此,基于自由基途径的反应通常能够实现简单、易于制备的化合物作为底物,且反应条件温和.目前,自由基反应已经成为有机合成的有力工具,被化学家们广泛用于化合物的构建.然而,高反应活性也对催化不对称自... 自由基是一类高活性反应中间体.因此,基于自由基途径的反应通常能够实现简单、易于制备的化合物作为底物,且反应条件温和.目前,自由基反应已经成为有机合成的有力工具,被化学家们广泛用于化合物的构建.然而,高反应活性也对催化不对称自由基反应带来了巨大挑战:一方面,高反应活性导致手性催化剂难以对手性中心构建过程的对映面实现高效区分;另一方面,高反应活性容易造成无需手性催化剂参与的消旋背景反应,进而降低反应的对映选择性.为了克服后一挑战,近年来科研人员在不对称分子间[2+2]光环加成反应中发展了一类有效策略,即手性催化剂与基态烯烃通过基于共价键或非共价键的预缔合是该烯烃通过能量转移或直接光激发产生三线态中间体的先决必要条件.由于该特定需求,不对称分子间[2+2]光环加成反应的类型受到了极大制约.因此,突破该瓶颈,即在产生烯烃三线态中间体无需手性催化剂参与的情况下,该类型反应仍然能够以高对映选择性实现手性环丁烷的构建,具有重要的研究意义.其中,如何克服三线态烯烃与母体烯烃自偶联以及三线态烯烃与另一基态烯烃消旋的背景反应,是该反应面临的巨大挑战.手性氢键催化是不对称有机催化中的一种经典非共价键催化手段,近年来被广泛用于通过不同自由基反应类型实现手性氮杂芳烃的精准高效构建.基于此,本文利用手性氢键催化与光催化协同,探索了非末端缺电子烯烃与乙烯基氮杂芳烃的分子间不对称[2+2]环加成反应.使用光敏剂二腈基吡嗪衍生物(DPZ)与手性磷酸双催化剂体系,分别实现了烯酮与乙烯基氮杂芳烃或β-取代乙烯基氮杂芳烃以及β-取代乙烯基氮杂芳烃与乙烯基氮杂芳烃的不对称[2+2]光环加成反应,高产率、高立体选择性合成了一系列重要的氮杂芳烃官能团化的光学纯环丁烷衍生物.机理研究表明,这是一个两种催化剂分别对两类烯烃实现作用的全新催化平台,即通过激发态DPZ与非末端烯烃的三线态能量转移产生三线态非末端烯烃,再与由手性磷酸活化的末端烯烃发生不对称[2+2]环加成反应.这正是上述所提及的该领域所需发展的催化体系,反应的广泛底物类型、高产率、高立体选择性、高效构建全碳季碳中心,以及灵活地替换环丁烷氮杂芳烃及其它取代基的能力,充分体现了其优越的合成潜力.综上,本文为通过自由基途径实现更多类型手性氮杂芳烃衍生物及其它重要手性化合物的构建开辟一个强大的、具有重要潜力的合成平台. 展开更多
关键词 不对称光催化 协同催化 能量转移 [2+2]光环加成 氮杂芳烃
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Understanding the spatial representativeness of air quality monitoring network and its application to PM_(2.5)in the China's Mainland 被引量:3
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作者 Ling Su Chanchan Gao +7 位作者 Xiaoli Ren Fengying Zhang shanshan cao Shiqing Zhang Tida Chen Mengqing Liu Bingchuan Ni Min Liu 《Geoscience Frontiers》 SCIE CAS CSCD 2022年第3期130-138,共9页
Air pollution has seriously endangered human health and the natural ecosystem during the last decades.Air quality monitoring stations(AQMS)have played a critical role in providing valuable data sets for recording regi... Air pollution has seriously endangered human health and the natural ecosystem during the last decades.Air quality monitoring stations(AQMS)have played a critical role in providing valuable data sets for recording regional air pollutants.The spatial representativeness of AQMS is a critical parameter when choosing the location of stations and assessing effects on the population to long-term exposure to air pollution.In this paper,we proposed a methodological framework for assessing the spatial representativeness of the regional air quality monitoring network and applied it to ground-based PM_(2.5)observation in the mainland of China.Weighted multidimensional Euclidean distance between each pixel and the stations was used to determine the representativeness of the existing monitoring network.In addition,the K-means clustering method was adopted to improve the spatial representativeness of the existing AQMS.The results showed that there were obvious differences among the representative area of 1820 stations in the mainland of China.The monitoring stations could well represent the PM_(2.5)spatial distribution of the entire region,and the effectively represented area(i.e.the area where the Euclidean distance between the pixels and the stations was lower than the average value)accounted for 67.32%of the total area and covered 93.12%of the population.Forty additional stations were identified in the Northwest,North China,and Northeast regions,which could improve the spatial representativeness by 14.31%. 展开更多
关键词 PM_(2.5) Euclidean distance Spatial representativeness China
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Simulation of Fatigue Stiffness Degradation in Prestressed Concrete Beams under Cyclic Loading
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作者 Junqing Lei shanshan cao +1 位作者 Guoshan Xu Yun Xiao 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2016年第1期67-74,共8页
In order to investigate and research the fatigue cracking of prestressed concrete fatigue properties and loading and stiffness degeneration process,cyclic loading tests were carried out on six prestressed concrete bea... In order to investigate and research the fatigue cracking of prestressed concrete fatigue properties and loading and stiffness degeneration process,cyclic loading tests were carried out on six prestressed concrete beams and the stiffness degradation under fatigue was investigated. A simulation model of stiffness degradation is proposed based on the stiffness analysis of the fatigue-damaged section. The elastic modulus of damaged concrete and the effective residual area of steel were introduced as well as an adjusted three-stage concrete fatigue damage evolution model. The strip method was used to analyze concrete damage due to changing stress along the depth of the beam section. The simulation and test results were compared and a method of predicting fatigue deflection was presented based on the simulation model. The predicted results were compared with that of the neural network method. It is in good agreement for the simulation results with the test results. It is only less than5% error for the simulation model which can reveal the two-stage degradation of prestressed concrete beams under cyclic loading. It is more precise for the simulation prediction method under proper conditions. 展开更多
关键词 prestressed concrete beam FATIGUE stiffness degradation simulation damaged concrete elastic modulus steel effective residual area deflection prediction
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Interactions between heavy quarks and tilted QGP fireballs in 200 A GeV Au+Au collisions
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作者 江泽方 曹杉杉 +2 位作者 邢文静 李晓雯 张本威 《Chinese Physics C》 SCIE CAS CSCD 2023年第2期165-173,共9页
Heavy quark observables are applied to probe the initial energy density distribution with violation of longitudinal boost invariance produced in relativistic heavy-ion collisions.Using an improved Langevin model coupl... Heavy quark observables are applied to probe the initial energy density distribution with violation of longitudinal boost invariance produced in relativistic heavy-ion collisions.Using an improved Langevin model coupled to a(3+1)-dimensional viscous hydrodynamic model,we study the nuclear modification factor(R_(AA)) and directed flow(v_(1)) and elliptic flow(v_(2)) coefficients of heavy mesons and their decayed electrons at an RHIC energy.We find that the counter-clockwise tilt of nuclear matter in the reaction plane results in a positive(negative) heavy flavor vi in the backward(forward) rapidity region,whose magnitude increases with the heavy quark transverse momentum.The difference in the heavy flavor R_(AA) between different angular regions is also proposed as a complementary tool to characterize the asymmetry of the medium profile.Our model results are consistent with currently available data at the RHIC and provide predictions that can be tested by future measurements. 展开更多
关键词 heavy ion collisions quark gluon plasma directed flow v_(1) heavy quarks
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Effects of the formation time of parton shower on jet quenching in heavy-ion collisions
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作者 张梦雪 何杨 +1 位作者 曹杉杉 易立 《Chinese Physics C》 SCIE CAS CSCD 2023年第2期157-164,共8页
Jet quenching has successfully served as a hard probe to study the properties of Quark-Gluon Plasma(QGP).As a multi-particle system,jets require time to develop from a highly virtual parton to a group of partons close... Jet quenching has successfully served as a hard probe to study the properties of Quark-Gluon Plasma(QGP).As a multi-particle system,jets require time to develop from a highly virtual parton to a group of partons close to mass shells.In this study,we present a systematical analysis on the effects of this formation time on jet quenching in relativistic nuclear collisions.Jets from initial hard scatterings were simulated with Pythia,and their interactions with QGP were described using a Linear Boltzmann Transport(LBT) model that incorporates both elastic and inelastic scatterings between jet partons and the thermal medium.Three different estimations of the jet formation time were implemented and compared,including instantaneous formation,formation from single splitting,and formation from sequential splittings,before which no jet-medium interaction was assumed.We found that deferring the jet-medium interaction with a longer formation time not only affects the overall magnitude of the nuclear modification factor of jets but also its dependence on the jet transverse momentum. 展开更多
关键词 relativistic heavy-ion collisions quark-gluon plasma jet quenching formation time
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Fine-Grained Bulk NiTi Shape Memory Alloy Fabricated by Rapid Solidifcation Process and Its Mechanical Properties and Damping Performance 被引量:6
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作者 Hongjie Jiang shanshan cao +2 位作者 Changbo Ke Xiao Ma Xinping Zhang 《Journal of Materials Science & Technology》 SCIE EI CAS CSCD 2013年第9期855-862,共8页
A near-equiatomic NiTi shape memory alloy was fabricated by rapid solidification process through vacuum arc melting followed by vacuum suction casting in water-cooled thick copper mold.The rapidly solidified(or suctio... A near-equiatomic NiTi shape memory alloy was fabricated by rapid solidification process through vacuum arc melting followed by vacuum suction casting in water-cooled thick copper mold.The rapidly solidified(or suction cast) NiTi alloy shows much finer grains and homogenous microstructure,in particular a uniform distribution of various fine precipitates,compared to the conventional cast one.The resultant alloy also exhibits the homogenous Ni distribution in the matrix of the alloy,allowing the martensitic transformation to take place throughout the NiTi alloy matrix simultaneously and resulting in sharper transformation peaks compared to the conventional cast alloy.Moreover,the suction cast NiTi alloy shows a significant improvement over the conventional cast one,in terms of possessing higher deformation recovery rates and displaying the increased compressive strength and damping capacity by 4% and 20%,respectively. 展开更多
关键词 镍钛形状记忆合金 合金材料 凝固过程 减震性能 力学性能 细粒度 NITI合金 散装
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Kilometers Long Graphene-Coated Optical Fibers for Fast Thermal Sensing 被引量:2
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作者 Yiyong Guo Bing Han +10 位作者 Junting Du shanshan cao Hua Gao Ning An Yiwei Li Shujie An Zengling Ran Yue Lin Wencai Ren Yunjiang Rao Baicheng Yao 《Research》 SCIE EI CAS CSCD 2021年第1期286-294,共9页
The combination of optical fiber with graphene has greatly expanded the application regimes of fiber optics,from dynamic optical control and ultrafast pulse generation to high precision sensing.However,limited by fabr... The combination of optical fiber with graphene has greatly expanded the application regimes of fiber optics,from dynamic optical control and ultrafast pulse generation to high precision sensing.However,limited by fabrication,previous graphene-fiber samples are typically limited in the micrometer to centimeter scale,which cannot take the inherent advantage of optical fibers—longdistance optical transmission.Here,we demonstrate kilometers long graphene-coated optical fiber(GCF)based on industrial graphene nanosheets and coating technique.The GCF shows unusually high thermal diffusivity of 24.99 mm^(2) s^(-1) in the axial direction,measured by a thermal imager directly.This enables rapid thermooptical response both in optical fiber Bragg grating sensors at one point(18-fold faster than conventional fiber)and in long-distance distributed fiber sensing systems based on backward Rayleigh scattering in optical fiber(15-fold faster than conventional fiber).This work realizes the industrial-level graphene-fiber production and provides a novel platform for two-dimensional material-based optical fiber sensing applications. 展开更多
关键词 fiber SCATTERING FASTER
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Sustainability of SARS-CoV-2 Induced Humoral Immune Responses in COVID-19 Patients from Hospitalization to Convalescence Over Six Months 被引量:1
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作者 Yang Zheng Qing Zhang +24 位作者 Ashaq Ali Ke Li Nan Shao Xiaoli Zhou Zhiqin Ye Xiaomin Chen shanshan cao Jing Cui Juan Zhou Dianbing Wang Baidong Hou Min Li Mengmeng Cui Lihua Deng Xinyi Sun Qian Zhang Qinfang Yang Yong li Hui Wang Yake Lei Bo Yu Yegang Cheng Xiaolin Tong Dong Men Xian-En Zhang 《Virologica Sinica》 SCIE CAS CSCD 2021年第5期869-878,共10页
Understanding the persistence of antibody in convalescent COVID-19 patients may help to answer the current major concerns such as the risk of reinfection,the protection period of vaccination and the possibility of bui... Understanding the persistence of antibody in convalescent COVID-19 patients may help to answer the current major concerns such as the risk of reinfection,the protection period of vaccination and the possibility of building an active herd immunity.This retrospective cohort study included 172 COVID-19 patients who were hospitalized in Wuhan.A total of404 serum samples were obtained over six months from hospitalization to convalescence.Antibodies in the specimens were quantitatively analyzed by the capture chemiluminescence immunoassays(CLIA).All patients were positive for the anti-SARS-Co V-2 Ig M/Ig G at the onset of COVID-19 symptoms,and the Ig G antibody persisted in all the patients during the convalescence.However,only approximately 25%of patients can detect the Ig M antibodies,Ig M against N protein(NIg M)and receptor binding domain of S protein(RBD-Ig M)at the 27 th week.The titers of Ig M,N-Ig M and RBD-Ig M reduced to 16.7%,17.6%and 15.2%of their peak values respectively.In contrast,the titers of Ig G,N-Ig G and RBD-Ig G peaked at 4–5 th week and reduced to 85.9%,62.6%and 87.2%of their peak values respectively at the end of observation.Dynamic behavior of antibodies and their correlation in age,gender and severity groups were investigated.In general,the COVID-19 antibody was sustained at high levels for over six months in most of the convalescent patients.Only a few patients with antibody reducing to an undetectable level which needs further attention.The humoral immune response against SARS-Co V-2 infection in COVID-19 patients exhibits a typical dynamic of acquired immunity. 展开更多
关键词 Coronavirus disease 2019(COVID-19) Humoral Responses SUSTAINABILITY Convalescent
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Physics perspectives of heavy-ion collisions at very high energy
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作者 Ning-bo Chang shanshan cao +18 位作者 Bao-yi Chen Shi-yong Chen Zhen-yu Chen Heng-Tong Ding Min He Zhi-quan Liu Long-gang Pang Guang-you Qin Ralf Rapp Bjorn Schenke Chun Shen HuiChao Song Hao-jie Xu Qun Wang Xin-Nian Wang Ben-wei Zhang Han-zhong Zhang XiangRong Zhu Peng-fei Zhuang 《Science China(Physics,Mechanics & Astronomy)》 SCIE EI CAS CSCD 2016年第2期1-27,共27页
Heavy-ion collisions at very high colliding energies are expected to produce a quark-gluon plasma(QGP) at the highest temperature obtainable in a laboratory setting. Experimental studies of these reactions can provide... Heavy-ion collisions at very high colliding energies are expected to produce a quark-gluon plasma(QGP) at the highest temperature obtainable in a laboratory setting. Experimental studies of these reactions can provide an unprecedented range of information on properties of the QGP at high temperatures. We report theoretical investigations of the physics perspectives of heavy-ion collisions at a future high-energy collider. These include initial parton production, collective expansion of the dense medium, jet quenching,heavy-quark transport, dissociation and regeneration of quarkonia, photon and dilepton production. We illustrate the potential of future experimental studies of the initial particle production and formation of QGP at the highest temperature to provide constraints on properties of strongly interaction matter. 展开更多
关键词 高能重离子碰撞 物理观 夸克胶子等离子体 最高温度 高能对撞机 强相互作用 实验室 碰撞能量
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Heavy flavor quenching and flow:the roles of initial condition,pre-equilibrium evolution,and in-medium interaction
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作者 李树清 邢文静 +2 位作者 刘峰磊 曹杉杉 秦广友 《Chinese Physics C》 SCIE CAS CSCD 2020年第11期127-137,共11页
Within an advanced Langevin-hydrodynamics framework coupled to a hybrid fragmentation-coalescence hadronization model,we study heavy flavor quenching and flow in relativistic heavy-ion collisions.We investigate how th... Within an advanced Langevin-hydrodynamics framework coupled to a hybrid fragmentation-coalescence hadronization model,we study heavy flavor quenching and flow in relativistic heavy-ion collisions.We investigate how the initial heavy quark spectrum,the in-medium energy loss and hadronization mechanisms of heavy quarks,the evolution profile of the pre-equilibrium stage,the medium flow,and the temperature dependence of heavy quark diffusion coefficients influence the suppression and elliptic flow of heavy mesons at the RHIC and the LHC.Our results show that the different modeling of initial conditions,pre-equilibrium evolution,and in-medium interactions can individually yield uncertainties of approximately 10-40% in D meson suppression and flow at a low transverse momentum.We also find that proper combinations of collisional versus radiative energy loss,coalescence versus fragmentation in hadronization,and the inclusion of medium flow are the most important factors for describing the suppression and elliptic flow of heavy mesons. 展开更多
关键词 quark-gluon plasma heavy-ion collisions jet quenching heavy quark
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Distinct gut microbiota and health outcomes in asymptomatic infection,viral nucleic acid test re-positive,and convalescent COVID-19 cases
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作者 Ruqin Lin Mingzhong Xiao +12 位作者 shanshan cao Yu Sun Linhua Zhao Xiaoxiao Mao Peng Chen Xiaolin Tong Zheyuan Ou Hui Zhu Dong Men Xiaodong Li Yiqun Deng Xian-En Zhang Jikai Wen 《mLife》 2022年第2期183-197,共15页
Gut microbiota composition is suggested to associate with coronavirus disease 2019(COVID-19)severity,but the impact of gut microbiota on health outcomes is largely unclear.We recruited 81 individuals from Wuhan,China,... Gut microbiota composition is suggested to associate with coronavirus disease 2019(COVID-19)severity,but the impact of gut microbiota on health outcomes is largely unclear.We recruited 81 individuals from Wuhan,China,including 13 asymptomatic infection cases(Group A),24 COVID-19 convalescents with adverse outcomes(Group C),31 severe acute respiratory syndrome coronavirus 2(SARS-CoV-2)re-positive cases(Group D),and 13 non-COVID-19 healthy controls(Group H).The microbial features of Groups A and D were similar and exhibited higher gut microbial diversity and more abundant short-chain fatty acid(SCFA)-producing species than Group C.Group C was enriched with opportunistic pathogens and virulence factors related to adhesion and toxin production.The abundance of SCFA-producing species was negatively correlated,while Escherichia coli was positively correlated with adverse outcomes.All three groups(A,C,and D)were enriched with the mucusdegrading species Akkermansia muciniphila,but decreased with Bacteroides-encoded carbohydrate-active enzymes.The pathways of vitamin B6 metabolic and folate biosynthesis were decreased,while selenocompound metabolism was increased in the three groups.Specifically,the secondary bile acid(BA)metabolic pathway was enriched in Group A.Antibiotic resistance genes were common among the three groups.Conclusively,the gut microbiota was related to the health outcomes of COVID-19.Dietary supplementations(SCFAs,BA,selenium,folate,vitamin B6)may be beneficial to COVID-19 patients. 展开更多
关键词 COVID-19 gut microbiota health outcomes re-positive SARS-CoV-2
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