Enhancing plasma uniformity can be achieved by modifying coil and chamber structures in radio frequency inductively coupled plasma(ICP)to meet the demand for large-area and uniformly distributed plasma in industrial m...Enhancing plasma uniformity can be achieved by modifying coil and chamber structures in radio frequency inductively coupled plasma(ICP)to meet the demand for large-area and uniformly distributed plasma in industrial manufacturing.This study utilized a two-dimensional self-consistent fluid model to investigate how different coil configurations and chamber aspect ratios affect the radial uniformity of plasma in radio frequency ICP.The findings indicate that optimizing the radial spacing of the coil enhances plasma uniformity but with a reduction in electron density.Furthermore,optimizing the coil within the ICP reactor,using the interior point method in the Interior Point Optimizer significantly enhances plasma uniformity,elevating it from 56%to 96%within the range of the model sizes.Additionally,when the chamber aspect ratio k changes from 2.8 to 4.7,the plasma distribution changes from a center-high to a saddleshaped distribution.Moreover,the plasma uniformity becomes worse.Finally,adjusting process parameters,such as increasing source power and gas pressure,can enhance plasma uniformity.These findings contribute to optimizing the etching process by improving plasma radial uniformity.展开更多
<div style="text-align:justify;"> Bonding is used widely when the optical glasses are connected with metal structures. It plays a very important role in the design of space telescope. Improper bonding ...<div style="text-align:justify;"> Bonding is used widely when the optical glasses are connected with metal structures. It plays a very important role in the design of space telescope. Improper bonding may induce great surface figure error for optics in telescope. Milbond and EC2216 are the most popular epoxies that are used in optics. Bubbles usually exist in the epoxy when two components are mixed or translated to syringe. In this paper, the methods and experiments of adhesive mixture and injection in vacuum environment were explained to reduce the bonding surface figure of the mirror. The results show that adhesive mixture and injection in vacuum environment can dramatically decrease the bubble in the epoxy and greatly reduce the bonding surface figure error. </div>展开更多
Background:Elevated ambient temperature-caused heat stress is a major concern for livestock production due to its negative impact on animal feed intake,growth,reproduction,and health.Particularly,the germ cells are ex...Background:Elevated ambient temperature-caused heat stress is a major concern for livestock production due to its negative impact on animal feed intake,growth,reproduction,and health.Particularly,the germ cells are extremely sensitive to the heat stress.However,the effective approach and strategy regarding how to protect mammalian oocytes from heat stress-induced defects have not been determined.Methods:Germinal vesicle(GV)porcine oocytes were cultured at 41.5℃ for 24 h to induce heat stress,and then cultured at 38.5℃ to the specific developmental stage for subsequent analysis.Nicotinamide mononucleotide(NMN)was dissolved in water to 1 mol/L for a stock solution and further diluted with the maturation medium to the final concentrations of 10μmol/L,20μmol/L,50μmol/L or 100μmol/L,respectively,during heat stress.Immunostaining and fluorescence intensity quantification were applied to assess the effects of heat stress and NMN supplementation on the key processes during the oocyte meiotic maturation.Results:Here,we report that NMN supplementation improves the quality of porcine oocytes under heat stress.Specifically,we found that heat stress resulted in oocyte maturation failure by disturbing the dynamics of meiotic organelles,including the cytoskeleton assembly,cortical granule distribution and mitochondrial function.In addition,heat stress induced the production of excessive reactive oxygen species(ROS)and DNA damage,leading to the occurrence of apoptosis in oocytes and subsequent embryonic development arrest.More importantly,we validated that supplementation of NMN during heat stress restored the meiotic defects during porcine oocyte maturation.Conclusions:Taken together,our study documents that NMN supplementation is an effective approach to improve the quality of oocytes under heat stress by promoting both nuclear and cytoplasmic maturation.展开更多
Objective:Interleukin-1β(IL-1β)plays an important role in the development of type 1 and type 2 diabetes mellitus.Resveratrol,a polyphenol,is known to have a wide range of pharmacological properties in vitro.In th...Objective:Interleukin-1β(IL-1β)plays an important role in the development of type 1 and type 2 diabetes mellitus.Resveratrol,a polyphenol,is known to have a wide range of pharmacological properties in vitro.In this research,we examined the effects of resveratrol on IL-1β-inducedβ-cell dysfunction.Methods:We first evaluated the effect of resveratrol on nitric oxide(NO)formation in RINm5F cells stimulated with IL-1βusing the Griess method.Next,we performed transient transfection and reporter assays to measure the transcriptional activity of peroxisome proliferator-activated receptor-γ(PPAR-γ).We also used Western blotting analysis to assess the effect of resveratrol on inducible nitric oxide synthase(iNOS)expression and nuclear factor-κB(NF-κB)translocation to the nuclei in cells treated with IL-1β.In addition,we assessed the transcriptional activity of NF-κB using an electrophoretic mobility shift assay(EMSA).Finally,we evaluated the effect of resveratrol on IL-1β-induced inhibition of glucose-stimulated insulin secretion in freshly isolated rat pancreatic islets.Results:Resveratrol significantly suppressed IL-1β-induced NO production,a finding that correlated well with reduced levels of iNOS mRNA and protein.The molecular mechanism by which resveratrol inhibited iNOS gene expression appeared to involve increased PPAR-γactivity,which resulted in the inhibition of NF-κB activation.Further analysis showed that resveratrol could prevent IL-1β-induced inhibition of glucose-stimulated insulin secretion in rat islets.Conclusion:In this study,we demonstrated that resveratrol could protect against pancreaticβ-cell dysfunction caused by IL-1β.展开更多
Nonalcoholic fatty liver disease(NAFLD)is the most common chronic liver disease with an estimated worldwide prevalence of 32.4%.1 The multisystem condition is related to an increased risk of liver-related and cardiova...Nonalcoholic fatty liver disease(NAFLD)is the most common chronic liver disease with an estimated worldwide prevalence of 32.4%.1 The multisystem condition is related to an increased risk of liver-related and cardiovascular extrahepatic diseases.2 Smoking is the leading preventable risk factor for premature disability and mortality.As NAFLD and smoking are both associated with the development of metabolic features,there has been increasing interest in testing the relationship between smoking and NAFLD.The causal relevance of smoking to NAFLD incidence have been implicated in crosssectional and prospective cohort studies.3,4 However,previous studies mainly focused on the effect of active smoking,discussion on the influence of passive smoking on NAFLD will facilitate illustrating the association between smoking and NAFLD.We conducted a national two-center cross-section study of active,passive smoking and NAFLD risk in Chinese and European population.This design allowed us to(1)test for associations between active,passive smoking and NAFLD risk by sex and consolidate evidence for causality by estimating dose-response relationship,(2)identify mediated factors,and(3)resolve their possible interaction with smoking.展开更多
Real-world clinical evaluation of traditional Chinese medicine(RWCE-TCM)is a method for comprehensively evaluating the clinical effects of TCM,with the aim of delving into the causality between TCM intervention and cl...Real-world clinical evaluation of traditional Chinese medicine(RWCE-TCM)is a method for comprehensively evaluating the clinical effects of TCM,with the aim of delving into the causality between TCM intervention and clinical outcomes.The study explored data science and causal learning methods to transform RWD into reliable real-world evidence,aiming to provide an innovative approach for RWCE-TCM.This study proposes a 10-step data science methodology to address the challenges posed by diverse and complex data in RWCE-TCM.The methodology involves several key steps,including data integration and warehouse building,high-dimensional feature selection,the use of interpretable statistical machine learning algorithms,complex networks,and graph network analysis,knowledge mining techniques such as natural language processing and machine learning,observational study design,and the application of artificial intelligence tools to build an intelligent engine for translational analysis.The goal is to establish a method for clinical positioning,applicable population screening,and mining the structural association of TCM characteristic therapies.In addition,the study adopts the principle of real-world research and a causal learning method for TCM clinical data.We constructed a multidimensional clinical knowledge map of“disease-syndrome-symptom-prescription-medicine”to enhance our understanding of the diagnosis and treatment laws of TCM,clarify the unique therapies,and explore information conducive to individualized treatment.The causal inference process of observational data can address confounding bias and reduce individual heterogeneity,promoting the transformation of TCM RWD into reliable clinical evidence.Intelligent data science improves efficiency and accuracy for implementing RWCE-TCM.The proposed data science methodology for TCM can handle complex data,ensure high-quality RWD acquisition and analysis,and provide in-depth insights into clinical benefits of TCM.This method supports the intelligent translation and demonstration of RWD in TCM,leads the data-driven translational analysis of causal learning,and innovates the path of RWCE-TCM.展开更多
Given the harsh reality faced by the global effort to contain coronavirus disease 2019(COVID-19)and the virtual impossibility of its worldwide eradication in the foreseeable future,global human coexistence with fast m...Given the harsh reality faced by the global effort to contain coronavirus disease 2019(COVID-19)and the virtual impossibility of its worldwide eradication in the foreseeable future,global human coexistence with fast mutating severe acute respiratory syndrome coronavirus 2(SARS-CoV-2)may have to occur,for the time being,irrespective of the wishes and aspirations of our people.Therefore,for China,the risk associated with small to medium scale outbreaks induced by imported cases and the corresponding need to continuously and promptly suppress domestic infections would persist for a certain period of time.展开更多
Background and Aims:The recently proposed concept of metabolic dysfunction-associated fatty liver disease(MAFLD)has remained controversial.We aimed to describe the features and associated outcomes to examine the diagn...Background and Aims:The recently proposed concept of metabolic dysfunction-associated fatty liver disease(MAFLD)has remained controversial.We aimed to describe the features and associated outcomes to examine the diagnostic ability of MAFLD for identifying high-risk individuals.Methods:In this retrospective cohort study,we enrolled 72,392 Chinese participants between 2014 and 2015.Participants were classified as MAFLD,nonalcoholic fatty liver disease(NAFLD),non-MAFLD-NAFLD,and a normal control group.The primary outcomes were liver-related and cardiovascular disease(CVD)events.Person-years of follow-up were calculated from enrolment to the diagnosis of the event,or the last date of data(June,2020).Results:Of the 72,392 participants,31.54%(22,835)and 28.33%(20,507)qualified the criteria for NAFLD or MAFLD,respectively.Compared with NAFLD,MAFLD patients were more likely to be male,overweight,and have higher biochemical indices including liver enzyme levels.Lean MAFLD diagnosed with≥2 or≥3 metabolic abnormalities presented similar clinical manifestations.During the median follow-up of 5.22 years,919 incident cases of severe liver disease and 2,073 CVD cases were recorded.Compared with the normal control group,the NAFLD and MAFLD groups had a higher cumulative risk of liver failure and cardiac-cerebral vascular diseases.There were no significant differences in risk between the non-MAFLD-NAFLD and normal group.Diabetes-MAFLD group had the highest incidence of liver-related and cardiac-cerebral vascular diseases,lean MAFLD came second,and obese-MAFLD had the lowest incidence.Conclusions:This real-world study provided evidence for rationally assessing the benefit and practicability of the change in terminology from NAFLD to MAFLD.MAFLD may be better than NAFLD in identifying fatty liver with worse clinical features and risk profile.展开更多
Introduction:Seasonal influenza activity has declined globally since the widespread of severe acute respiratory syndrome coronavirus 2(SARS-CoV-2)transmission.There has been scarce information to understand the future...Introduction:Seasonal influenza activity has declined globally since the widespread of severe acute respiratory syndrome coronavirus 2(SARS-CoV-2)transmission.There has been scarce information to understand the future dynamics of influenza—and under different hypothesis on relaxation of nonpharmaceutical interventions(NPIs)in particular—after the disruptions to seasonal patterns.Methods:We collected data from public sources in China,the United Kingdom,and the United States,and forecasted the influenza dynamics in the incoming 2021–2022 season under different NPIs.We considered Northern China and Southern China separately,due to the sharp difference in the patterns of seasonal influenza.For the United Kingdom,data were collected for England only.Results:Compared to the epidemics in 2017–2019,longer and blunter influenza outbreaks could occur should NPIs be fully lifted,with percent positivity varying from 10.5 to 18.6 in the studying regions.The rebounds would be smaller if the maskwearing intervention continued or the international mobility stayed low,but sharper if the mask-wearing intervention was lifted in the middle of influenza season.Further,influenza activity could stay low under a much less stringent mask-wearing intervention coordinated with influenza vaccination.Conclusions:The results added to our understandings of future influenza dynamics after the global decline during the coronavirus disease 2019(COVID-19)pandemic.In light of the uncertainty on the incoming circulation strains and the relatively low negative impacts of mask wearing on society,our findings suggested that wearing mask could be considered as an accompanying mitigation measure in influenza prevention and control,especially for seasons after long periods of low-exposure to influenza viruses.Seasonal influenza activity declines globally during the coronavirus disease 2019(COVID-19)pandemic(1–4).For instance,in China,influenza activity,as measured by percentage of submitted specimens testing positive,dropped from 11.8%to 2.0%in 2020–2021 influenza season,compared to the past 5 years(5).The long-period of low-exposure to influenza viruses adds great uncertainty on preparedness for the incoming 2021–2022 influenza season.Influenza vaccination is one of the most effective measures in seasonal influenza prevention and control,but with only a few influenza viruses circulating,it could be difficult to determine the targeted strains for vaccination.In this context,it is of primary importance to identify alternative mitigation measures for the incoming 2021–2022 influenza season,the first season after long periods of virtually no influenza outbreaks worldwide.Using data from China,the United Kingdom,and the United States,we forecasted the influenza activity in the incoming 2021–2022 influenza season under hypothetical scenarios without non-pharmaceutical interventions(NPIs)and with different assumptions on mask-wearing and mobility levels.展开更多
Although significant achievements have shown that the coronavirus disease 2019(COVID‐19)resurgence in Beijing,China,was initiated by contaminated frozen products and transported via cold chain transportation,internat...Although significant achievements have shown that the coronavirus disease 2019(COVID‐19)resurgence in Beijing,China,was initiated by contaminated frozen products and transported via cold chain transportation,international travelers with asymptomatic symptoms or false‐negative nucleic acid may have another possible transmission mode that spread the virus to Beijing.One of the key differences between these two assumptions was whether the virus actively replicated since,so far,no reports showed viruses could stop evolution in alive hosts.We studied severe acute respiratory syndrome coronavirus 2(SARS‐CoV‐2)sequences in this outbreak by a modified leaf‐dating method with the Bayes factor.The numbers of single nucleotide variants(SNVs)found in SARS‐CoV‐2 sequences were significantly lower than those called from B.1.1 records collected at the matching time worldwide(P=0.047).In addition,results of the leaf‐dating method showed ages of viruses sampled from this outbreak were earlier than their recorded dates of collection(Bayes factors>10),while control sequences(selected randomly with ten replicates)showed no differences in their collection dates(Bayes factors<10).Our results which indicated that the re‐emergence of SARS‐CoV‐2 in Beijing in June 2020 was caused by a virus that exhibited a lack of evolutionary changes compared to viruses collected at the corresponding time,provided evolutionary evidence to the contaminated imported frozen food should be responsible for the reappearance of COVID‐19 cases in Beijing.The method developed here might also be helpful to provide the very first clues for potential sources of COVID‐19 cases in the future.展开更多
Anti-programmed cell death-1(anti-PD-1)therapies have shown a favorable efficacy and good tolerance for relapsed or refractory(r/r)classical Hodgkin lymphoma(cHL).However,there are limited data on long-term outcomes a...Anti-programmed cell death-1(anti-PD-1)therapies have shown a favorable efficacy and good tolerance for relapsed or refractory(r/r)classical Hodgkin lymphoma(cHL).However,there are limited data on long-term outcomes among patients with r/r cHL who achieve an objective response to anti-PD-1 therapies.A total of 260 responders from four,phase 2 clinical trials were included in this study.The median age was 32 years with a male/female ratio of 1.3:1.After a median follow-up period of 31.1 months,116(44.6%)responders experienced disease progression and 18(6.9%)died.展开更多
Introduction:The coronavirus disease 2019(COVID-19)pandemic has been going on for over a year and has reemerged in several regions.Therefore,understanding the covertness of COVID-19 is critical to more precisely estim...Introduction:The coronavirus disease 2019(COVID-19)pandemic has been going on for over a year and has reemerged in several regions.Therefore,understanding the covertness of COVID-19 is critical to more precisely estimating the pandemic size,especially the population of hidden carriers(those with very mild or no symptoms).Methods:A stochastic dynamic model was proposed to capture the transmission mechanism of COVID-19 and to depict the covertness of COVID-19.The proposed model captured unique features of COVID-19,changes in the diagnosis criteria,and escalating containment measures.Results:The model estimated that,for the epidemic in Wuhan,79.8%(76.7%-82.7%)of the spread was caused by hidden carriers.The overall lab-confirmation rate in Wuhan up until March 8,2020 was 0.17(0.15-0.19).The diagnostic rate among patients with significant symptoms went up to 0.82 on March 8,2020 from 0.43 on January 1,2020 with escalating containment measures and nationwide medical supports.The probability of resurgence could be as high as 0.72 if containment measures were lifted after zero new reported(lab-confirmed or clinically confirmed)cases in a consecutive period of 14 days.This probability went down to 0.18 and 0.01 for measures lifted after 30 and 60 days,respectively.Discussion:Consistent with the cases detected in Wuhan in mid-May,2020,this study suggests that much of the COVID-19 pandemic is underreported and highly covert,which suggests that strict measures must be enforced continuously to contain the spread of the pandemic.展开更多
基金supported by the Scientific Research Foundation of Xijing University,China(No.XJ19T03)the Opening Project of Science and Technology on Reliability Physics and Application Technology of Electronic Component Laboratory(No.ZHD201701)the Natural Science Basic Research Plan in Shaanxi Province of China(No.2024JC-YBMS-342).
文摘Enhancing plasma uniformity can be achieved by modifying coil and chamber structures in radio frequency inductively coupled plasma(ICP)to meet the demand for large-area and uniformly distributed plasma in industrial manufacturing.This study utilized a two-dimensional self-consistent fluid model to investigate how different coil configurations and chamber aspect ratios affect the radial uniformity of plasma in radio frequency ICP.The findings indicate that optimizing the radial spacing of the coil enhances plasma uniformity but with a reduction in electron density.Furthermore,optimizing the coil within the ICP reactor,using the interior point method in the Interior Point Optimizer significantly enhances plasma uniformity,elevating it from 56%to 96%within the range of the model sizes.Additionally,when the chamber aspect ratio k changes from 2.8 to 4.7,the plasma distribution changes from a center-high to a saddleshaped distribution.Moreover,the plasma uniformity becomes worse.Finally,adjusting process parameters,such as increasing source power and gas pressure,can enhance plasma uniformity.These findings contribute to optimizing the etching process by improving plasma radial uniformity.
文摘<div style="text-align:justify;"> Bonding is used widely when the optical glasses are connected with metal structures. It plays a very important role in the design of space telescope. Improper bonding may induce great surface figure error for optics in telescope. Milbond and EC2216 are the most popular epoxies that are used in optics. Bubbles usually exist in the epoxy when two components are mixed or translated to syringe. In this paper, the methods and experiments of adhesive mixture and injection in vacuum environment were explained to reduce the bonding surface figure of the mirror. The results show that adhesive mixture and injection in vacuum environment can dramatically decrease the bubble in the epoxy and greatly reduce the bonding surface figure error. </div>
基金supported by the National Natural Science Foundation of China(31900592)the Natural Science Foundation of Jiangsu Province(BK20190526).
文摘Background:Elevated ambient temperature-caused heat stress is a major concern for livestock production due to its negative impact on animal feed intake,growth,reproduction,and health.Particularly,the germ cells are extremely sensitive to the heat stress.However,the effective approach and strategy regarding how to protect mammalian oocytes from heat stress-induced defects have not been determined.Methods:Germinal vesicle(GV)porcine oocytes were cultured at 41.5℃ for 24 h to induce heat stress,and then cultured at 38.5℃ to the specific developmental stage for subsequent analysis.Nicotinamide mononucleotide(NMN)was dissolved in water to 1 mol/L for a stock solution and further diluted with the maturation medium to the final concentrations of 10μmol/L,20μmol/L,50μmol/L or 100μmol/L,respectively,during heat stress.Immunostaining and fluorescence intensity quantification were applied to assess the effects of heat stress and NMN supplementation on the key processes during the oocyte meiotic maturation.Results:Here,we report that NMN supplementation improves the quality of porcine oocytes under heat stress.Specifically,we found that heat stress resulted in oocyte maturation failure by disturbing the dynamics of meiotic organelles,including the cytoskeleton assembly,cortical granule distribution and mitochondrial function.In addition,heat stress induced the production of excessive reactive oxygen species(ROS)and DNA damage,leading to the occurrence of apoptosis in oocytes and subsequent embryonic development arrest.More importantly,we validated that supplementation of NMN during heat stress restored the meiotic defects during porcine oocyte maturation.Conclusions:Taken together,our study documents that NMN supplementation is an effective approach to improve the quality of oocytes under heat stress by promoting both nuclear and cytoplasmic maturation.
基金supported by grants from the National Natural Science Foundation of China(No.30370676 and No.30771041)the Special Funds for Major State Basic Research Program of China(973Program,No.2006CB503908)
文摘Objective:Interleukin-1β(IL-1β)plays an important role in the development of type 1 and type 2 diabetes mellitus.Resveratrol,a polyphenol,is known to have a wide range of pharmacological properties in vitro.In this research,we examined the effects of resveratrol on IL-1β-inducedβ-cell dysfunction.Methods:We first evaluated the effect of resveratrol on nitric oxide(NO)formation in RINm5F cells stimulated with IL-1βusing the Griess method.Next,we performed transient transfection and reporter assays to measure the transcriptional activity of peroxisome proliferator-activated receptor-γ(PPAR-γ).We also used Western blotting analysis to assess the effect of resveratrol on inducible nitric oxide synthase(iNOS)expression and nuclear factor-κB(NF-κB)translocation to the nuclei in cells treated with IL-1β.In addition,we assessed the transcriptional activity of NF-κB using an electrophoretic mobility shift assay(EMSA).Finally,we evaluated the effect of resveratrol on IL-1β-induced inhibition of glucose-stimulated insulin secretion in freshly isolated rat pancreatic islets.Results:Resveratrol significantly suppressed IL-1β-induced NO production,a finding that correlated well with reduced levels of iNOS mRNA and protein.The molecular mechanism by which resveratrol inhibited iNOS gene expression appeared to involve increased PPAR-γactivity,which resulted in the inhibition of NF-κB activation.Further analysis showed that resveratrol could prevent IL-1β-induced inhibition of glucose-stimulated insulin secretion in rat islets.Conclusion:In this study,we demonstrated that resveratrol could protect against pancreaticβ-cell dysfunction caused by IL-1β.
基金supported by the National Natural Science Foundation of China(No.81903382)Natural Science Foundation of Jiangsu Province(Nos.BK20190652,BK20220320)+2 种基金Science and Technology Young Scientific and Technological Talents Project of Jiangsu Province(No.2021-50)China Postdoctoral Science Foundation(Nos.General Program,2019M651900,2021M701757)CAMS Innovation Fund for Medical Sciences(No.2019RU038).
文摘Nonalcoholic fatty liver disease(NAFLD)is the most common chronic liver disease with an estimated worldwide prevalence of 32.4%.1 The multisystem condition is related to an increased risk of liver-related and cardiovascular extrahepatic diseases.2 Smoking is the leading preventable risk factor for premature disability and mortality.As NAFLD and smoking are both associated with the development of metabolic features,there has been increasing interest in testing the relationship between smoking and NAFLD.The causal relevance of smoking to NAFLD incidence have been implicated in crosssectional and prospective cohort studies.3,4 However,previous studies mainly focused on the effect of active smoking,discussion on the influence of passive smoking on NAFLD will facilitate illustrating the association between smoking and NAFLD.We conducted a national two-center cross-section study of active,passive smoking and NAFLD risk in Chinese and European population.This design allowed us to(1)test for associations between active,passive smoking and NAFLD risk by sex and consolidate evidence for causality by estimating dose-response relationship,(2)identify mediated factors,and(3)resolve their possible interaction with smoking.
基金This work was funded by the scientific and technological innovation project of China Academy of Chinese Medical Sciences(CI2021A04706,CI2021B003)the National Key Research and Development Program of China(2023YFC3503404,2017YFC1700406-2,2018YFC1704306)the independent selection project of China Academy of Chinese Medical Sciences(Z0643,Z0723).
文摘Real-world clinical evaluation of traditional Chinese medicine(RWCE-TCM)is a method for comprehensively evaluating the clinical effects of TCM,with the aim of delving into the causality between TCM intervention and clinical outcomes.The study explored data science and causal learning methods to transform RWD into reliable real-world evidence,aiming to provide an innovative approach for RWCE-TCM.This study proposes a 10-step data science methodology to address the challenges posed by diverse and complex data in RWCE-TCM.The methodology involves several key steps,including data integration and warehouse building,high-dimensional feature selection,the use of interpretable statistical machine learning algorithms,complex networks,and graph network analysis,knowledge mining techniques such as natural language processing and machine learning,observational study design,and the application of artificial intelligence tools to build an intelligent engine for translational analysis.The goal is to establish a method for clinical positioning,applicable population screening,and mining the structural association of TCM characteristic therapies.In addition,the study adopts the principle of real-world research and a causal learning method for TCM clinical data.We constructed a multidimensional clinical knowledge map of“disease-syndrome-symptom-prescription-medicine”to enhance our understanding of the diagnosis and treatment laws of TCM,clarify the unique therapies,and explore information conducive to individualized treatment.The causal inference process of observational data can address confounding bias and reduce individual heterogeneity,promoting the transformation of TCM RWD into reliable clinical evidence.Intelligent data science improves efficiency and accuracy for implementing RWCE-TCM.The proposed data science methodology for TCM can handle complex data,ensure high-quality RWD acquisition and analysis,and provide in-depth insights into clinical benefits of TCM.This method supports the intelligent translation and demonstration of RWD in TCM,leads the data-driven translational analysis of causal learning,and innovates the path of RWCE-TCM.
基金National Natural Science Foundation of China grant 8204100362The Bill&Melinda Gates Foundation(INV-016826).
文摘Given the harsh reality faced by the global effort to contain coronavirus disease 2019(COVID-19)and the virtual impossibility of its worldwide eradication in the foreseeable future,global human coexistence with fast mutating severe acute respiratory syndrome coronavirus 2(SARS-CoV-2)may have to occur,for the time being,irrespective of the wishes and aspirations of our people.Therefore,for China,the risk associated with small to medium scale outbreaks induced by imported cases and the corresponding need to continuously and promptly suppress domestic infections would persist for a certain period of time.
基金This work was supported by the National Natural Science Foundation of China(grant numbers:81903382)Natural Science Foundation of Jiangsu Province(grant numbers:BK20190652)+1 种基金Science and Technology Young Scientific and Technological Talents Project of Jiangsu Province(grants 2021-50)China Postdoctoral Science Foundation(grant numbers:General Program,2019M651900)。
文摘Background and Aims:The recently proposed concept of metabolic dysfunction-associated fatty liver disease(MAFLD)has remained controversial.We aimed to describe the features and associated outcomes to examine the diagnostic ability of MAFLD for identifying high-risk individuals.Methods:In this retrospective cohort study,we enrolled 72,392 Chinese participants between 2014 and 2015.Participants were classified as MAFLD,nonalcoholic fatty liver disease(NAFLD),non-MAFLD-NAFLD,and a normal control group.The primary outcomes were liver-related and cardiovascular disease(CVD)events.Person-years of follow-up were calculated from enrolment to the diagnosis of the event,or the last date of data(June,2020).Results:Of the 72,392 participants,31.54%(22,835)and 28.33%(20,507)qualified the criteria for NAFLD or MAFLD,respectively.Compared with NAFLD,MAFLD patients were more likely to be male,overweight,and have higher biochemical indices including liver enzyme levels.Lean MAFLD diagnosed with≥2 or≥3 metabolic abnormalities presented similar clinical manifestations.During the median follow-up of 5.22 years,919 incident cases of severe liver disease and 2,073 CVD cases were recorded.Compared with the normal control group,the NAFLD and MAFLD groups had a higher cumulative risk of liver failure and cardiac-cerebral vascular diseases.There were no significant differences in risk between the non-MAFLD-NAFLD and normal group.Diabetes-MAFLD group had the highest incidence of liver-related and cardiac-cerebral vascular diseases,lean MAFLD came second,and obese-MAFLD had the lowest incidence.Conclusions:This real-world study provided evidence for rationally assessing the benefit and practicability of the change in terminology from NAFLD to MAFLD.MAFLD may be better than NAFLD in identifying fatty liver with worse clinical features and risk profile.
基金Supported by the grants from National Natural Science Fund of China(No.82041023,No.81773546)the Chinese Academy of Medical Sciences(CAMS)Innovation Fund for Medical Sciences(2020-I2M-1-001)+1 种基金the Chinese Academy of Medical Sciences Fund for Influenza Pandemic Response and Public Health Emergency System(2021P062QG008)and the Bill&Melinda Gates Foundation(2021P057QG006).
文摘Introduction:Seasonal influenza activity has declined globally since the widespread of severe acute respiratory syndrome coronavirus 2(SARS-CoV-2)transmission.There has been scarce information to understand the future dynamics of influenza—and under different hypothesis on relaxation of nonpharmaceutical interventions(NPIs)in particular—after the disruptions to seasonal patterns.Methods:We collected data from public sources in China,the United Kingdom,and the United States,and forecasted the influenza dynamics in the incoming 2021–2022 season under different NPIs.We considered Northern China and Southern China separately,due to the sharp difference in the patterns of seasonal influenza.For the United Kingdom,data were collected for England only.Results:Compared to the epidemics in 2017–2019,longer and blunter influenza outbreaks could occur should NPIs be fully lifted,with percent positivity varying from 10.5 to 18.6 in the studying regions.The rebounds would be smaller if the maskwearing intervention continued or the international mobility stayed low,but sharper if the mask-wearing intervention was lifted in the middle of influenza season.Further,influenza activity could stay low under a much less stringent mask-wearing intervention coordinated with influenza vaccination.Conclusions:The results added to our understandings of future influenza dynamics after the global decline during the coronavirus disease 2019(COVID-19)pandemic.In light of the uncertainty on the incoming circulation strains and the relatively low negative impacts of mask wearing on society,our findings suggested that wearing mask could be considered as an accompanying mitigation measure in influenza prevention and control,especially for seasons after long periods of low-exposure to influenza viruses.Seasonal influenza activity declines globally during the coronavirus disease 2019(COVID-19)pandemic(1–4).For instance,in China,influenza activity,as measured by percentage of submitted specimens testing positive,dropped from 11.8%to 2.0%in 2020–2021 influenza season,compared to the past 5 years(5).The long-period of low-exposure to influenza viruses adds great uncertainty on preparedness for the incoming 2021–2022 influenza season.Influenza vaccination is one of the most effective measures in seasonal influenza prevention and control,but with only a few influenza viruses circulating,it could be difficult to determine the targeted strains for vaccination.In this context,it is of primary importance to identify alternative mitigation measures for the incoming 2021–2022 influenza season,the first season after long periods of virtually no influenza outbreaks worldwide.Using data from China,the United Kingdom,and the United States,we forecasted the influenza activity in the incoming 2021–2022 influenza season under hypothetical scenarios without non-pharmaceutical interventions(NPIs)and with different assumptions on mask-wearing and mobility levels.
基金This work was supported by the National Natural Science Foundation of China(Grant number:82041023)the Bill&Melinda Gates Foundation(Grant number:INV‐016826)China Mega‐Projects for Infectious Disease(2018ZX10711001,2017ZX10104001).
文摘Although significant achievements have shown that the coronavirus disease 2019(COVID‐19)resurgence in Beijing,China,was initiated by contaminated frozen products and transported via cold chain transportation,international travelers with asymptomatic symptoms or false‐negative nucleic acid may have another possible transmission mode that spread the virus to Beijing.One of the key differences between these two assumptions was whether the virus actively replicated since,so far,no reports showed viruses could stop evolution in alive hosts.We studied severe acute respiratory syndrome coronavirus 2(SARS‐CoV‐2)sequences in this outbreak by a modified leaf‐dating method with the Bayes factor.The numbers of single nucleotide variants(SNVs)found in SARS‐CoV‐2 sequences were significantly lower than those called from B.1.1 records collected at the matching time worldwide(P=0.047).In addition,results of the leaf‐dating method showed ages of viruses sampled from this outbreak were earlier than their recorded dates of collection(Bayes factors>10),while control sequences(selected randomly with ten replicates)showed no differences in their collection dates(Bayes factors<10).Our results which indicated that the re‐emergence of SARS‐CoV‐2 in Beijing in June 2020 was caused by a virus that exhibited a lack of evolutionary changes compared to viruses collected at the corresponding time,provided evolutionary evidence to the contaminated imported frozen food should be responsible for the reappearance of COVID‐19 cases in Beijing.The method developed here might also be helpful to provide the very first clues for potential sources of COVID‐19 cases in the future.
基金This study was supported by the Clinical Research Fund for Distinguished Young Scholars of Beijing Cancer Hospital(Grant No.QNJJ202106)Beijing Xisike Clinical Oncology Research Foundation(Grant No.Y-HS202202-0104 and Y-Young2023-0286)National Natural Science Foundation of China(Grant No.81972807).
文摘Anti-programmed cell death-1(anti-PD-1)therapies have shown a favorable efficacy and good tolerance for relapsed or refractory(r/r)classical Hodgkin lymphoma(cHL).However,there are limited data on long-term outcomes among patients with r/r cHL who achieve an objective response to anti-PD-1 therapies.A total of 260 responders from four,phase 2 clinical trials were included in this study.The median age was 32 years with a male/female ratio of 1.3:1.After a median follow-up period of 31.1 months,116(44.6%)responders experienced disease progression and 18(6.9%)died.
基金National Natural Science Foundation of China grant 8204100362The Bill&Melinda Gates Foundation(INV-016826).
文摘Introduction:The coronavirus disease 2019(COVID-19)pandemic has been going on for over a year and has reemerged in several regions.Therefore,understanding the covertness of COVID-19 is critical to more precisely estimating the pandemic size,especially the population of hidden carriers(those with very mild or no symptoms).Methods:A stochastic dynamic model was proposed to capture the transmission mechanism of COVID-19 and to depict the covertness of COVID-19.The proposed model captured unique features of COVID-19,changes in the diagnosis criteria,and escalating containment measures.Results:The model estimated that,for the epidemic in Wuhan,79.8%(76.7%-82.7%)of the spread was caused by hidden carriers.The overall lab-confirmation rate in Wuhan up until March 8,2020 was 0.17(0.15-0.19).The diagnostic rate among patients with significant symptoms went up to 0.82 on March 8,2020 from 0.43 on January 1,2020 with escalating containment measures and nationwide medical supports.The probability of resurgence could be as high as 0.72 if containment measures were lifted after zero new reported(lab-confirmed or clinically confirmed)cases in a consecutive period of 14 days.This probability went down to 0.18 and 0.01 for measures lifted after 30 and 60 days,respectively.Discussion:Consistent with the cases detected in Wuhan in mid-May,2020,this study suggests that much of the COVID-19 pandemic is underreported and highly covert,which suggests that strict measures must be enforced continuously to contain the spread of the pandemic.