This chemical study reports a novel siderophore-like compound,β-cyclopiazonic acid(1,β-CPA)extracted from marine fungus Aspergillus flavus.The chemical structure ofβ-CPA was elucidated by a combination of extensive...This chemical study reports a novel siderophore-like compound,β-cyclopiazonic acid(1,β-CPA)extracted from marine fungus Aspergillus flavus.The chemical structure ofβ-CPA was elucidated by a combination of extensive spectroscopic analyses and TDDFT-ECD calculations.The iron-binding ability and CAS assays demonstrate thatβ-CPA is a novel siderophore that features a different chemical structure from those of traditional siderophores.Theβ-CPA has no obvious influence on the growth of bacterium Pseudomonas aeruginosa PAO1.However,its iron chelator could promote the growth of P.aeruginosa PAO1,suggesting that P.aeruginosa employed siderophores to sequester iron,which is vital for their survival.The study provides the physiochemical evaluation ofβ-CPA,an unusual skeletonstructure siderophore,which for the first time,was proven to have the ability to bind iron and affect P.aeruginosa growth.This new discovery of siderophore provides an opportunity for developing novel anti-P.aeruginosa drugs.展开更多
The development of high-efficiency and low-cost catalysts is very crucial for the MeerweinPonndorf-Verley (MPV) reduction of biomass-derived 5-hydroxymethylfurfural (HMF) into 2,5-dihydroxymethylfuran (DHMF). In this ...The development of high-efficiency and low-cost catalysts is very crucial for the MeerweinPonndorf-Verley (MPV) reduction of biomass-derived 5-hydroxymethylfurfural (HMF) into 2,5-dihydroxymethylfuran (DHMF). In this work, an amorphous and mesoporous zirconium phosphonate catalyst (Zr-DTMP), which is a zirconium-containing organic-inorganic nanohybrid, was successfully designed and synthesized by the simple assembly of zirconium tetrachloride (ZrCl4) and diethylene triaminepenta(methylene phosphonic acid)(DTMP). Satisfactorily, when Zr-DTMP was employed for the MPV reduction of HMF in the presence of 2-butanol (secBuOH), DHMF yield could be achieved as 96.5% in 3 h under a relatively mild reaction temperature of 140℃. Systematic investigations indicated that this high catalytic activity should be mainly due to the cooperative role of enhancive Lewis acid site (Zr4+) and Lewis base site (O2-) in activating the carbonyl group of HMF and dissociating the hydroxyl group of secBuOH, respectively. Additionally, Zr-DTMP showed excellent catalytic stability, when it was successively used 5 recycles, its surface characteristics and textural properties still remained almost unchanged, and so, the catalytic activity was not obviously affected. More interestingly, Zr-DTMP could also be applied for the selective reduction of other biomass-derived carbonyl compounds, such as 5-methylfurfural (MF), furfural (FF), levulinic acid (LA), ethyl levulinate (EL) and cyclohexanone (CHN), into the corresponding products with high yields, which is beneficial to the effective synthesis of various valuable bio-based chemicals.展开更多
Carbapenem resistance presents a major challenge for the global public health network, as clinical infections caused by carbapenem-resistant organisms(CRO) are frequently associated with significant morbidity and mort...Carbapenem resistance presents a major challenge for the global public health network, as clinical infections caused by carbapenem-resistant organisms(CRO) are frequently associated with significant morbidity and mortality. Ceftazidime–avibactam(CAZ–AVI) is a novel cephalosporin/β-lactamase inhibitor combination offering an important advance in the treatment of CRO infections. CAZ–AVI has been reported to inhibit the activities of Ambler classes A, C, and some class D enzymes. However, bacterial resistance has been emerging shortly after the introduction of this combination in clinical use, with an increasing trend. Understanding these resistance mechanisms is crucial for guiding the development of novel treatments and aiding in the prediction of underlying resistance mechanisms. This review aims to systematically summarize the epidemiology of CAZ–AVI-resistant strains and recently identified resistance mechanisms of CAZ–AVI, with a focus on the production of β-lactamase variants, the hyperexpression of β-lactamases, reduced permeability, and overexpressed efflux pumps. The various mechanisms of CAZ–AVI resistance that have emerged within a short timescale emphasize the need to optimize the use of current agents, as well as the necessity for the surveillance of CAZ–AVI-resistant pathogens.展开更多
Coronavirus disease 2019(COVID-19)has become a worldwide pandemic.Hospitalized patients of COVID-19 suffer from a high mortality rate,motivating the development of convenient and practical methods that allow clinician...Coronavirus disease 2019(COVID-19)has become a worldwide pandemic.Hospitalized patients of COVID-19 suffer from a high mortality rate,motivating the development of convenient and practical methods that allow clinicians to promptly identify high-risk patients.Here,we have developed a risk score using clinical data from 1479 inpatients admitted to Tongji Hospital,Wuhan,China(development cohort)and externally validated with data from two other centers:141 inpatients from Jinyintan Hospital,Wuhan,China(validation cohort 1)and 432 inpatients from The Third People’s Hospital of Shenzhen,Shenzhen,China(validation cohort 2).The risk score is based on three biomarkers that are readily available in routine blood samples and can easily be translated into a probability of death.The risk score can predict the mortality of individual patients more than 12 d in advance with more than 90%accuracy across all cohorts.Moreover,the Kaplan-Meier score shows that patients can be clearly differentiated upon admission as low,intermediate,or high risk,with an area under the curve(AUC)score of 0.9551.In summary,a simple risk score has been validated to predict death in patients infected with severe acute respiratory syndrome coronavirus 2(SARS-CoV-2);it has also been validated in independent cohorts.展开更多
For a broader understanding of uranium migration affected by microorganisms in natural anaerobic environment,the bioreduction of uranium(Ⅵ)(U(Ⅵ))was revealed in Bacillus thuringiensis,a dominant bacterium strain wit...For a broader understanding of uranium migration affected by microorganisms in natural anaerobic environment,the bioreduction of uranium(Ⅵ)(U(Ⅵ))was revealed in Bacillus thuringiensis,a dominant bacterium strain with potential of uranium-tolerant isolated from uranium contaminated soil.The reduction behavior was systematically investigated by the quantitative analysis of U(Ⅳ)in bacteria,and mechanism was inferred from the pathway of electron transmission.Under anaerobic conditions,appropriate biomass and sodium lactate as electron donor,reduction behavior of U(Ⅵ)induced by B.thuringiensis was restricted by the activity of lactate dehydrogenase,which was directly affected by the initial pH,temperature and initial U(Ⅵ)concentration of bioreduction system.Bioreduction of U(Ⅵ)was driven by the generation of nicotinamide adenine dinucleotide(NADH)from enzymatic reaction of sodium lactate with various dehydrogenase.The transmission of the electrons from bacteria to U(Ⅵ)was mainly supported by the intracellular NADH dehydrogenase-ubiquinone system,this process could maintain the biological activity of cells.展开更多
Traditional machine learning relies on a centralized data pipeline for model training in various applications;however,data are inherently fragmented.Such a decentralized nature of databases presents the serious challe...Traditional machine learning relies on a centralized data pipeline for model training in various applications;however,data are inherently fragmented.Such a decentralized nature of databases presents the serious challenge for collaboration:sending all decentralized datasets to a central server raises serious privacy concerns.Although there has been a joint effort in tackling such a critical issue by proposing privacy-preserving machine learning frameworks,such as federated learning,most state-of-the-art frameworks are built still in a centralized way,in which a central client is needed for collecting and distributing model information(instead of data itself)from every other client,leading to high communication burden and high vulnerability when there exists a failure at or an attack on the central client.Here we propose a principled decentralized federated learning algorithm(DeceFL),which does not require a central client and relies only on local information transmission between clients and their neighbors,representing a fully decentralized learning framework.It has been further proven that every client reaches the global minimum with zero performance gap and achieves the same convergence rate O(1=T)(where T is the number of iterations in gradient descent)as centralized federated learning when the loss function is smooth and strongly convex.Finally,the proposed algorithm has been applied to a number of applications to illustrate its effectiveness for both convex and nonconvex loss functions,time-invariant and time-varying topologies,as well as IID and Non-IID of datasets,demonstrating its applicability to a wide range of real-world medical and industrial applications.展开更多
The aim of this paper is to characterize the (*, ~)-good congruences on regular ortho-lc-monoids by making use of the compatible congruence systems on the semi-spined product components of regular ortho-lc-monoids.
Every language is either the disjoint union or the intersection of two disjunctive languages.The family of f-disjunctive languages is a natural generalization of the family of disjunctive languages.Disjunctive domains...Every language is either the disjoint union or the intersection of two disjunctive languages.The family of f-disjunctive languages is a natural generalization of the family of disjunctive languages.Disjunctive domains(f-disjunctive domains)are defined as the languages which can be checked whether a given language is disjunctive(f-disjunctive)or not.The f-disjunctive domains were first studied by Guo et al.around 1986-1989.We continue their study on f-disjunctive domains.Some new results for f-disjunctive domains,containing a relation between disjunctive domains and f-disjunctive domains,are introduced.In this respect,we also make an appropriate opening for the completely dense languages and solid codes.展开更多
Background andAims:Hepatitis C Virus(HCV)is uniformly recurrent after liver transplant(LT)and recurrence is associated with an increased risk of mortality.Immunosuppressive medications increase the risk of chronic kid...Background andAims:Hepatitis C Virus(HCV)is uniformly recurrent after liver transplant(LT)and recurrence is associated with an increased risk of mortality.Immunosuppressive medications increase the risk of chronic kidney disease,and the presence of chronic kidney disease presents a challenge for HCV treatment in LT recipients.The aim of this study was to assess changes in glomerular filtration rates(GFRs)of LT recipients receiving HCV treatment.Methods:This is a retrospective study of LT patients who received HCV treatment between 2015 and 2016(n=60).The outcomes of interest were differences in serum creatinine levels and in GFR,measured at treatment initiation and at 24 weeks after treatment.The average age of the patients was 59 years-old,and 17%were cirrhotic and 67%were treatment-experienced.All patients received sofosbuvir/ledipasvir without ribavirin.Results:All patients achieved sustained virologic response at 12 weeks after treatment(SVR12).At baseline,55%of patients had GFR<60 mL/min per 1.73 m2.Among those patients,GFR did not change in 18%,33%had improved GFR,and 48%had worsened GFR.Up to 45%of the patients had a GFR>60 mL/min per 1.73 m2.Among those patients,GFR did not change in 81%,and 19%had worsened GFR.In the entire cohort,65%of patients had improved or stable GFR and 35%had worsened GFR.The average change in serum creatinine between baseline and 24 weeks was 0.10(p=0.18).Conclusions:This study showed improved or unchanged GFR in 65%and worsened GFR in 35%of LT recipients who achieved SVR12.Worsening of GFR was more frequently encountered in those with impaired renal function at baseline.Caution should be used when treating HCV in LT recipients,especially those with baseline status of renal impairment.展开更多
In this paper, we establish a Hua-Like theorem in some kind of semirings. This can be regarded as a generalized version of Hua's theorem from rings to semirings.
In this retrospective COVID-19 study on 105 infected children admitted to Wuhan Children's Hospital,we have revealed two biomarkers(DBIL and ALT)to promptly screen out the severe ones from all the cases with the a...In this retrospective COVID-19 study on 105 infected children admitted to Wuhan Children's Hospital,we have revealed two biomarkers(DBIL and ALT)to promptly screen out the severe ones from all the cases with the assistance of a proposed supervised decision-tree classifier.This clinical route achieves a 100%F1-score in the present investigation,which can be expected to facilitate early diagnosis and intervention for pediatric COVID-19 case.展开更多
基金Supported by the Natural Foundation of Zhejiang Province(No.LGF21H300003)the Key Laboratory of Tropical Marine Ecosystem and Bioresource,Ministry of Natural Resources(No.2021QN03)+2 种基金the Key Research and Development Program of Zhejiang Province(No.2021C03084)the Key Research and Development Program of National Key R&D Program of China(Nos.2018YFC0311003,2017YFE0103100)the High Level Talent Special Support Plan of Zhejiang Province(No.2019R52009).We also gratefully acknowledge platform support from Zhejiang International Sci-Tech Cooperation Base for the Exploitation and Utilization of Nature Product。
文摘This chemical study reports a novel siderophore-like compound,β-cyclopiazonic acid(1,β-CPA)extracted from marine fungus Aspergillus flavus.The chemical structure ofβ-CPA was elucidated by a combination of extensive spectroscopic analyses and TDDFT-ECD calculations.The iron-binding ability and CAS assays demonstrate thatβ-CPA is a novel siderophore that features a different chemical structure from those of traditional siderophores.Theβ-CPA has no obvious influence on the growth of bacterium Pseudomonas aeruginosa PAO1.However,its iron chelator could promote the growth of P.aeruginosa PAO1,suggesting that P.aeruginosa employed siderophores to sequester iron,which is vital for their survival.The study provides the physiochemical evaluation ofβ-CPA,an unusual skeletonstructure siderophore,which for the first time,was proven to have the ability to bind iron and affect P.aeruginosa growth.This new discovery of siderophore provides an opportunity for developing novel anti-P.aeruginosa drugs.
基金financially supported by the National Natural Science Foundation of China (21506071)the Special Foundation of Jiangsu Collaborative Innovation Center of Regional Modern Agriculture and Environmental Protection (HSXT2-316)
文摘The development of high-efficiency and low-cost catalysts is very crucial for the MeerweinPonndorf-Verley (MPV) reduction of biomass-derived 5-hydroxymethylfurfural (HMF) into 2,5-dihydroxymethylfuran (DHMF). In this work, an amorphous and mesoporous zirconium phosphonate catalyst (Zr-DTMP), which is a zirconium-containing organic-inorganic nanohybrid, was successfully designed and synthesized by the simple assembly of zirconium tetrachloride (ZrCl4) and diethylene triaminepenta(methylene phosphonic acid)(DTMP). Satisfactorily, when Zr-DTMP was employed for the MPV reduction of HMF in the presence of 2-butanol (secBuOH), DHMF yield could be achieved as 96.5% in 3 h under a relatively mild reaction temperature of 140℃. Systematic investigations indicated that this high catalytic activity should be mainly due to the cooperative role of enhancive Lewis acid site (Zr4+) and Lewis base site (O2-) in activating the carbonyl group of HMF and dissociating the hydroxyl group of secBuOH, respectively. Additionally, Zr-DTMP showed excellent catalytic stability, when it was successively used 5 recycles, its surface characteristics and textural properties still remained almost unchanged, and so, the catalytic activity was not obviously affected. More interestingly, Zr-DTMP could also be applied for the selective reduction of other biomass-derived carbonyl compounds, such as 5-methylfurfural (MF), furfural (FF), levulinic acid (LA), ethyl levulinate (EL) and cyclohexanone (CHN), into the corresponding products with high yields, which is beneficial to the effective synthesis of various valuable bio-based chemicals.
基金supported by the National Key Research and Development Program of China (2017YFC1200200)Major Infectious Diseases such as AIDS and Viral Hepatitis Prevention and Control Technology Major Projects (2018ZX10712-001)+1 种基金National Natural Science Foundation of China (81702045 and 81902030)Shenzhen Basic Research projects (JCYJ20190807144409307)
文摘Carbapenem resistance presents a major challenge for the global public health network, as clinical infections caused by carbapenem-resistant organisms(CRO) are frequently associated with significant morbidity and mortality. Ceftazidime–avibactam(CAZ–AVI) is a novel cephalosporin/β-lactamase inhibitor combination offering an important advance in the treatment of CRO infections. CAZ–AVI has been reported to inhibit the activities of Ambler classes A, C, and some class D enzymes. However, bacterial resistance has been emerging shortly after the introduction of this combination in clinical use, with an increasing trend. Understanding these resistance mechanisms is crucial for guiding the development of novel treatments and aiding in the prediction of underlying resistance mechanisms. This review aims to systematically summarize the epidemiology of CAZ–AVI-resistant strains and recently identified resistance mechanisms of CAZ–AVI, with a focus on the production of β-lactamase variants, the hyperexpression of β-lactamases, reduced permeability, and overexpressed efflux pumps. The various mechanisms of CAZ–AVI resistance that have emerged within a short timescale emphasize the need to optimize the use of current agents, as well as the necessity for the surveillance of CAZ–AVI-resistant pathogens.
基金supported by the Special Fund for Novel Coronavirus Pneumonia from the Department of Science and Technology of Hubei Province(2020FCA035)the Fundamental Research Funds for the Central Universities,Huazhong University of Science and Technology(2020kfyXGYJ023).
文摘Coronavirus disease 2019(COVID-19)has become a worldwide pandemic.Hospitalized patients of COVID-19 suffer from a high mortality rate,motivating the development of convenient and practical methods that allow clinicians to promptly identify high-risk patients.Here,we have developed a risk score using clinical data from 1479 inpatients admitted to Tongji Hospital,Wuhan,China(development cohort)and externally validated with data from two other centers:141 inpatients from Jinyintan Hospital,Wuhan,China(validation cohort 1)and 432 inpatients from The Third People’s Hospital of Shenzhen,Shenzhen,China(validation cohort 2).The risk score is based on three biomarkers that are readily available in routine blood samples and can easily be translated into a probability of death.The risk score can predict the mortality of individual patients more than 12 d in advance with more than 90%accuracy across all cohorts.Moreover,the Kaplan-Meier score shows that patients can be clearly differentiated upon admission as low,intermediate,or high risk,with an area under the curve(AUC)score of 0.9551.In summary,a simple risk score has been validated to predict death in patients infected with severe acute respiratory syndrome coronavirus 2(SARS-CoV-2);it has also been validated in independent cohorts.
基金supported by the National Natural Science Foundation of China (No.21876123)the Fundamental Research Funds for the Central Universities and the Key Research and Development Program of Sichuan Province,China (No.2020YFN0127)。
文摘For a broader understanding of uranium migration affected by microorganisms in natural anaerobic environment,the bioreduction of uranium(Ⅵ)(U(Ⅵ))was revealed in Bacillus thuringiensis,a dominant bacterium strain with potential of uranium-tolerant isolated from uranium contaminated soil.The reduction behavior was systematically investigated by the quantitative analysis of U(Ⅳ)in bacteria,and mechanism was inferred from the pathway of electron transmission.Under anaerobic conditions,appropriate biomass and sodium lactate as electron donor,reduction behavior of U(Ⅵ)induced by B.thuringiensis was restricted by the activity of lactate dehydrogenase,which was directly affected by the initial pH,temperature and initial U(Ⅵ)concentration of bioreduction system.Bioreduction of U(Ⅵ)was driven by the generation of nicotinamide adenine dinucleotide(NADH)from enzymatic reaction of sodium lactate with various dehydrogenase.The transmission of the electrons from bacteria to U(Ⅵ)was mainly supported by the intracellular NADH dehydrogenase-ubiquinone system,this process could maintain the biological activity of cells.
基金supported by the National Natural Science Foundation of China(Grant Nos.92167201,52188102,62133003,61991403,61991404,and 61991400)Jiangsu Industrial Technology Research Institute(JITRI).
文摘Traditional machine learning relies on a centralized data pipeline for model training in various applications;however,data are inherently fragmented.Such a decentralized nature of databases presents the serious challenge for collaboration:sending all decentralized datasets to a central server raises serious privacy concerns.Although there has been a joint effort in tackling such a critical issue by proposing privacy-preserving machine learning frameworks,such as federated learning,most state-of-the-art frameworks are built still in a centralized way,in which a central client is needed for collecting and distributing model information(instead of data itself)from every other client,leading to high communication burden and high vulnerability when there exists a failure at or an attack on the central client.Here we propose a principled decentralized federated learning algorithm(DeceFL),which does not require a central client and relies only on local information transmission between clients and their neighbors,representing a fully decentralized learning framework.It has been further proven that every client reaches the global minimum with zero performance gap and achieves the same convergence rate O(1=T)(where T is the number of iterations in gradient descent)as centralized federated learning when the loss function is smooth and strongly convex.Finally,the proposed algorithm has been applied to a number of applications to illustrate its effectiveness for both convex and nonconvex loss functions,time-invariant and time-varying topologies,as well as IID and Non-IID of datasets,demonstrating its applicability to a wide range of real-world medical and industrial applications.
基金The research was supported by the NSF (10871161, 11101336, 11371177, 11226044) of China, the Natural Science Foundation Project of CQ CSTC (2009BB2291), and the Talents Technology Fund of Xi'an University of Architecture and Technology (Grant No. RC1110).
文摘The aim of this paper is to characterize the (*, ~)-good congruences on regular ortho-lc-monoids by making use of the compatible congruence systems on the semi-spined product components of regular ortho-lc-monoids.
文摘Every language is either the disjoint union or the intersection of two disjunctive languages.The family of f-disjunctive languages is a natural generalization of the family of disjunctive languages.Disjunctive domains(f-disjunctive domains)are defined as the languages which can be checked whether a given language is disjunctive(f-disjunctive)or not.The f-disjunctive domains were first studied by Guo et al.around 1986-1989.We continue their study on f-disjunctive domains.Some new results for f-disjunctive domains,containing a relation between disjunctive domains and f-disjunctive domains,are introduced.In this respect,we also make an appropriate opening for the completely dense languages and solid codes.
文摘Background andAims:Hepatitis C Virus(HCV)is uniformly recurrent after liver transplant(LT)and recurrence is associated with an increased risk of mortality.Immunosuppressive medications increase the risk of chronic kidney disease,and the presence of chronic kidney disease presents a challenge for HCV treatment in LT recipients.The aim of this study was to assess changes in glomerular filtration rates(GFRs)of LT recipients receiving HCV treatment.Methods:This is a retrospective study of LT patients who received HCV treatment between 2015 and 2016(n=60).The outcomes of interest were differences in serum creatinine levels and in GFR,measured at treatment initiation and at 24 weeks after treatment.The average age of the patients was 59 years-old,and 17%were cirrhotic and 67%were treatment-experienced.All patients received sofosbuvir/ledipasvir without ribavirin.Results:All patients achieved sustained virologic response at 12 weeks after treatment(SVR12).At baseline,55%of patients had GFR<60 mL/min per 1.73 m2.Among those patients,GFR did not change in 18%,33%had improved GFR,and 48%had worsened GFR.Up to 45%of the patients had a GFR>60 mL/min per 1.73 m2.Among those patients,GFR did not change in 81%,and 19%had worsened GFR.In the entire cohort,65%of patients had improved or stable GFR and 35%had worsened GFR.The average change in serum creatinine between baseline and 24 weeks was 0.10(p=0.18).Conclusions:This study showed improved or unchanged GFR in 65%and worsened GFR in 35%of LT recipients who achieved SVR12.Worsening of GFR was more frequently encountered in those with impaired renal function at baseline.Caution should be used when treating HCV in LT recipients,especially those with baseline status of renal impairment.
基金Supported by the National Natural Science Foundation of China (10871161, 11371177).
文摘In this paper, we establish a Hua-Like theorem in some kind of semirings. This can be regarded as a generalized version of Hua's theorem from rings to semirings.
基金supported by Wuhan Science and Technology Bureau Foundation under Grant 2017060201010161the COVID-19 Prompt Response Research Special Project from Huazhong University of Science and Technology under Grant 2020kfyXGYJ113 and Grant 2020kfyXGYJ023the National Natural Science Foundation of China under Grant 61991400 and Grant 61991403。
文摘In this retrospective COVID-19 study on 105 infected children admitted to Wuhan Children's Hospital,we have revealed two biomarkers(DBIL and ALT)to promptly screen out the severe ones from all the cases with the assistance of a proposed supervised decision-tree classifier.This clinical route achieves a 100%F1-score in the present investigation,which can be expected to facilitate early diagnosis and intervention for pediatric COVID-19 case.