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FUT8-mediated aberrant N-glycosylation of SEMA7A promotes head and neck squamous cell carcinoma progression
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作者 Zhonglong Liu Xiaoyan Meng +5 位作者 Yuxin Zhang jingjing sun Xiao Tang Zhiyuan Zhang Liu Liu Yue He 《International Journal of Oral Science》 SCIE CAS CSCD 2024年第2期333-348,共16页
SEMA7A belongs to the Semaphorin family and is involved in the oncogenesis and tumor progression.Aberrant glycosylation has been intricately linked with immune escape and tumor growth.SEMA7A is a highly glycosylated p... SEMA7A belongs to the Semaphorin family and is involved in the oncogenesis and tumor progression.Aberrant glycosylation has been intricately linked with immune escape and tumor growth.SEMA7A is a highly glycosylated protein with five glycosylated sites.The underlying mechanisms of SEMA7A glycosylation and its contribution to immunosuppression and tumorigenesis are unclear.Here,we identify overexpression and aberrant N-glycosylation of SEMA7A in head and neck squamous cell carcinoma,and elucidate fucosyltransferase FUT8 catalyzes aberrant core fucosylation in SEMA7A at N-linked oligosaccharides(Asn 105,157,258,330,and 602)via a direct protein‒protein interaction.A glycosylated statue of SEMA7A is necessary for its intra-cellular trafficking from the cytoplasm to the cytomembrane.Cytokine EGF triggers SEMA7A N-glycosylation through increasing the binding affinity of SEMA7A toward FUT8,whereas TGF-β1 promotes abnormal glycosylation of SEMA7A via induction of epithelial–mesenchymal transition.Aberrant N-glycosylation of SEMA7A leads to the differentiation of CD8^(+)T cells along a trajectory toward an exhausted state,thus shaping an immunosuppressive microenvironment and being resistant immunogenic cell death.Deglycosylation of SEMA7A significantly improves the clinical outcome of EGFR-targeted and anti-PD-L1-based immunotherapy.Finally,we also define RBM4,a splice regulator,as a downstream effector of glycosylated SEMA7A and a pivotal mediator of PD-L1 alternative splicing.These findings suggest that targeting FUT8-SEMA7A axis might be a promising strategy for improving antitumor responses in head and neck squamous cell carcinoma patients. 展开更多
关键词 ABERRANT SQUAMOUS SEMA
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Energy-Saving Construction Technologies for Buildings
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作者 jingjing sun 《Journal of World Architecture》 2024年第3期43-48,共6页
The development of the construction industry is shifting towards low-carbon construction,so it is necessary to improve and optimize related construction concepts,methods,and processes.By improving resource and energy ... The development of the construction industry is shifting towards low-carbon construction,so it is necessary to improve and optimize related construction concepts,methods,and processes.By improving resource and energy control efficiency in building projects,minimizing construction waste,and reducing environmental impact,a foundation for the sustainable development of the industry can be established.This paper mainly analyzes the significance of low-carbon energy-saving construction technology and the control factors of construction,summarizes the status quo of the development of building energy-saving construction,and puts forward strategies for applying building energy-saving construction technology.These strategies serve to achieve low-carbon and energy-saving goals to promote the healthy development of energy-saving construction. 展开更多
关键词 Low-carbon energy-saving concept CONSTRUCTION Energy-saving construction Thermal insulation technology Intelligent technology
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Research on the Dual Carbon Talent Training Model for the Construction Engineering Technology Major in Higher Vocational Education
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作者 Fang Zhou jingjing sun Qianxiu Zou 《Journal of Architectural Research and Development》 2024年第5期36-40,共5页
Against the backdrop of global climate change and China’s“dual carbon”goals,the green transformation of the construction industry is imperative,and completing the transformation requires many dual carbon talents to... Against the backdrop of global climate change and China’s“dual carbon”goals,the green transformation of the construction industry is imperative,and completing the transformation requires many dual carbon talents to support it.This article focuses on the construction engineering technology major in higher vocational education.It explores in depth the specific requirements for construction engineering technology talents in terms of professional knowledge,vocational skills,and literacy under the dual carbon mode.Based on this,corresponding dual carbon talent training courses are proposed,aiming to provide theoretical support and practical guidance for cultivating high-quality dual carbon talents that meet the needs of the new era. 展开更多
关键词 Vocational education Construction engineering technology Dual carbon talents Training mode
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Water Supply and Drainage Design for Prefabricated Buildings Under the Green Building Concept 被引量:1
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作者 jingjing sun 《Journal of World Architecture》 2023年第3期11-14,共4页
With the continuous development of society and the market economy,people are putting forward higher and higher requirements for the construction,technology,and environmental friendliness of buildings.The prefabricated... With the continuous development of society and the market economy,people are putting forward higher and higher requirements for the construction,technology,and environmental friendliness of buildings.The prefabricated building not only has high installation efficiency,but is also safe and environmentally friendly,which is in line with the green building concept.The drainage design is a critical part of prefabricated buildings.In order to ensure the quality and construction efficiency of the building project,it is necessary to design the building water supply and drainage properly.Therefore,an in-depth investigation on prefabricated buildings was carried out in this paper,and water supply and drainage design for prefabricated buildings under the green building concept is proposed,in hopes of providing references for future water supply and drainage designs. 展开更多
关键词 Green building concept Prefabricated building Water supply and drainage
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Advances and established therapies in linear scar prevention
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作者 jingjing sun Yajing Qiu Xiaoxi Lin 《Chinese Journal of Plastic and Reconstructive Surgery》 2023年第4期212-216,共5页
Linear scars are scars formed after surgery or other trauma-healing procedures that typically exhibit a linear morphology.Optimal linear scars are characterized by narrowness,flatness,and a color closely resembling th... Linear scars are scars formed after surgery or other trauma-healing procedures that typically exhibit a linear morphology.Optimal linear scars are characterized by narrowness,flatness,and a color closely resembling the adjacent tissue.Failure to meet these criteria can have detrimental effects on the physical and psychological wellbeing of patients.Thus,early intervention for linear scars can effectively improve functionality and aesthetics.This review aimed to consolidate the prevailing agreement on scar prevention therapies and provide clinical physicians with comprehensive and cutting-edge guidance. 展开更多
关键词 Linear scar PREVENTION Intralesional injection Laser therapy Radiation therapy
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Exploration of Work Manual Teaching Materials in Higher Vocational Education
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作者 Fang Zhou jingjing sun Qianxiu Zou 《Journal of Contemporary Educational Research》 2023年第4期30-33,共4页
In order to thoroughly implement the national vocational education reform plan,vocational colleges and universities have vigorously promoted the reform of teaching materials.As a new form of teaching material,work man... In order to thoroughly implement the national vocational education reform plan,vocational colleges and universities have vigorously promoted the reform of teaching materials.As a new form of teaching material,work manual teaching materials highlight the characteristics of vocational education,provide the direction of vocational education textbook reform,and act as the foundation of the“three education”reform in vocational colleges.Based on the analysis of the current situation of the construction of teaching materials for higher vocational education,we explore the ideas for the development of work manual teaching materials,aiming to provide some reference for the development of teaching materials for vocational education in the new era. 展开更多
关键词 Vocational education Work manual teaching materials Teaching material reform Online publication:April 25 2023
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Research on Developing BIM Intelligent Construction Programs Based on Application- Oriented Talent Cultivation
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作者 Yuqing Yang jingjing sun 《Journal of World Architecture》 2023年第5期60-65,共6页
Cultivating application-oriented talents have become essential in vocational and higher education.This concept also applies to BIM intelligent construction programs.Based on literature review and general observations,... Cultivating application-oriented talents have become essential in vocational and higher education.This concept also applies to BIM intelligent construction programs.Based on literature review and general observations,we analyzed the connotation,key points,and value of developing a BIM intelligent construction program based on application-oriented talent cultivation.We also identified problems in the development of the program such as lack of comprehensive planning and the school being the sole authority in program development.Therefore,we proposed several strategies to address these problems,including systematic program development planning and fostering a multi-faceted partnership between schools and the industry.The goal is to provide valuable insights for the development of relevant programs in the new era. 展开更多
关键词 Application-oriented talent training BIM intelligent construction Professional construction
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Design and Analysis of Civics Education in the Course “Measurement and Pricing of Installation Works”
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作者 Li Song jingjing sun 《Journal of Contemporary Educational Research》 2023年第5期39-44,共6页
In order to implement moral education,ideological and political work must be carried out throughout the whole process of education and teaching.Taking the course“Measurement and Pricing of Installation Works”as the ... In order to implement moral education,ideological and political work must be carried out throughout the whole process of education and teaching.Taking the course“Measurement and Pricing of Installation Works”as the subject and professional knowledge and skills as the carrier,we explored the elements of ideological and political education contained in this course as well as the value of ideological and political education to this course,in order to realize the teaching goal of“trinity,”which includes value shaping,knowledge transfer,and skill cultivation. 展开更多
关键词 Elements of ideological and political education TRINITY
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Exogenous Melatonin Improves Physiological Characteristics and Promotes Growth of Strawberry Seedlings Under Cadmium Stress 被引量:16
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作者 Shuqing Wu Yao Wang +5 位作者 Junkang Zhang Xiaojun Gong Zhen Zhang jingjing sun Xuesen Chen Yanling Wang 《Horticultural Plant Journal》 SCIE CSCD 2021年第1期13-22,共10页
Melatonin,as a plant growth regulator,is involved in plant stress resistance.We studied the effects of different concentrations(0,10,50,100,150,and 200μmol·L−1)of melatonin on the growth and physiological charac... Melatonin,as a plant growth regulator,is involved in plant stress resistance.We studied the effects of different concentrations(0,10,50,100,150,and 200μmol·L−1)of melatonin on the growth and physiological characteristics of strawberry under cadmium(Cd)stress.The results represented that the growth of strawberry seedlings was inhibited under Cd stress,and the seedling biomass,chlorophyll content and the activities of antioxidant enzymes such as superoxide dismutase(SOD),peroxidase(POD),catalase(CAT),and ascorbate peroxidase(APX)decreased.These toxic effects were,however,effectively remediated by exogenous melatonin pretreatment.Melatonin treatment slowed the inhibitory effect of seedling growth and significantly increased seedling biomass,chlorophyll content,antioxidant enzyme activities,and soluble protein levels in leaves and roots compared with the control.Melatonin treatment also reduced the malondialdehyde(MDA)content and the oxidative stress reactions,increased the anthocyanin content,and slowed the senescence rate,thereby reducing the toxic effects of Cd on strawberries.This indicates that foliar application of melatonin can effectively remediate the adverse effects of Cd on strawberry seedlings;the greatest effect was obtained with melatonin concentration of 100μmol·L−1. 展开更多
关键词 MELATONIN physiological mechanism antioxidant enzyme ANTHOCYANIN Fragaria×ananassa
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Quench-tailored Al-doped V_(2)O_(5) nanomaterials for efficient aqueous zinc-ion batteries 被引量:1
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作者 Hanmei Jiang Wenbin Gong +8 位作者 Yifu Zhang Xin Liu Moaz Waqar jingjing sun Yanyan Liu Xueying Dong Changgong Meng Zhenghui Pan John Wang 《Journal of Energy Chemistry》 SCIE EI CAS CSCD 2022年第7期52-58,I0003,共8页
Rechargeable aqueous zinc-ion batteries(ZIBs)are regarded as a promising competition to lithium-ion batteries as energy storage devices,owing to their high safety and low cost.However,the development of high-performan... Rechargeable aqueous zinc-ion batteries(ZIBs)are regarded as a promising competition to lithium-ion batteries as energy storage devices,owing to their high safety and low cost.However,the development of high-performance ZIBs is largely hindered by the shortage of ideal cathode materials with high-rate capability and long-cycle stability.Herein,we address this bottleneck issue by the quenching-tailored surface chemistry of V_(2)O_(5) cathode nanomaterial.By rapid quenching from high temperatures,Al ions are doped into V_(2)O_(5) lattice(Al-V_(2)O_(5))and abundant oxygen vacancies are formed on the surface/nearsurface,which facilitate the desired rapid electron transfers.Our density functional theory(DFT)simulations elucidate that the doping of Al ions into V_(2)O_(5) remarkably reduces the Zn^(2+)-diffusion barriers and improves the electrical conductivity of V_(2)O_(5).As a proof-of-concept application,the thus-optimized AlV_(2)O_(5) cathode delivers a superior specific capacity of 532 m Ah g^(-1) at 0.1 A g^(-1) and a long-cycling life with76%capacity retention after 5000 cycles,as well as a good rate performance.This work provides not only a novel strategy for tuning the surface chemistry of V_(2)O_(5) to boost the Zn^(2+)storage but also a general pathway of modifying metal oxides with improved electrochemical performance. 展开更多
关键词 Quenching-tailored V_(2)O_(5) Aqueous zinc-ion batteries Surface chemistry Long-cycle stability High-rate capability
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KSN heterozygosity is associated with continuous flowering of Rosa rugosa Purple branch 被引量:1
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作者 Mengjuan Bai Jinyi Liu +6 位作者 Chunguo Fan Yeqing Chen Hui Chen Jun Lu jingjing sun Guogui Ning Changquan Wang 《Horticulture Research》 SCIE 2021年第1期305-315,共11页
Rose(Rosa spp.)plants flower via two contrasting methods:once flowering(OF)and continuous flowering(CF).Purple branch is a rare continuously flowering variety of Rosa rugosa that is extensively cultivated in China.How... Rose(Rosa spp.)plants flower via two contrasting methods:once flowering(OF)and continuous flowering(CF).Purple branch is a rare continuously flowering variety of Rosa rugosa that is extensively cultivated in China.However,the genetic basis of its CF behavior is unknown.We demonstrated that Purple branch is heterozygous for the TFL1 homolog KSN.One KSN allele with a 9kb Copia insertion was found to be identical to that from continuously flowering Rosa chinensis Old blush.The other allele was found to be a functional wild-type allele.The overall expression of KSN was closely linked to the floral transition,and it was significantly repressed in continuously flowering Purple branch compared with OF Plena.The promoter region of the normal KSN allele was hypermethylated,and histone methylation at H3H4,H3K9,and H3K27 of the KSN gene locus was modified in continuously flowering Purple branch.Silencing of the DNA methyltransferase genes MET1 and CMT3 and the histone methyltransferase gene SUVR5 in Purple branch led to enhanced KSN expression,but silencing of the histone demethylase gene JMJ12 suppressed KSN expression.Therefore,the CF habit of Purple branch may be due to reduced expression of KSN caused by the halved dose and may be associated with epigenetic modifications together with retrotransposon insertions along the chromosome.Our study revealed a novel mechanism underlying the CF behavior of rose plants. 展开更多
关键词 EXPRESSION branch continuously
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Application Research of Blended Teaching based on Duifene Teaching Platform:Modules on Construction Project Management 被引量:1
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作者 jingjing sun 《Journal of Contemporary Educational Research》 2021年第5期20-24,共5页
The Duifene teaching platform is a product of various teaching methods,which greatly improves the traditional teaching method.This article introduces the function and characteristics of a blended teaching platform as ... The Duifene teaching platform is a product of various teaching methods,which greatly improves the traditional teaching method.This article introduces the function and characteristics of a blended teaching platform as well as its application for histology and embryology modules.In addition,the advantages and disadvantages of blended teaching method is also discussed.The application of this teaching platform for Construction Project Management modules encourages students to be more enthusiastic and interested toward learning.This allows a more convenient and rapid teacher-student and student-student interaction thereby improving the teaching and learning experiences. 展开更多
关键词 Duifene teaching platform Construction Project Management Blended teaching
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Classifying Abdominal Fat Distribution Patterns byUsing Body Measurement Data
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作者 jingjing sun Bugao Xu +1 位作者 Jane Lee Jeanne H.Freeland-Graves 《Computer Modeling in Engineering & Sciences》 SCIE EI 2021年第3期1189-1202,共14页
This study aims to explore new categorization that characterizes the distribution clusters of visceral and subcutaneous adipose tissues(VAT and SAT)measured by magnetic resonance imaging(MRI),to analyze the relationsh... This study aims to explore new categorization that characterizes the distribution clusters of visceral and subcutaneous adipose tissues(VAT and SAT)measured by magnetic resonance imaging(MRI),to analyze the relationship between the VAT-SAT distribution patterns and the novel body shape descriptors(BSDs),and to develop a classifier to predict the fat distribution clusters using the BSDs.In the study,66 male and 54 female participants were scanned by MRI and a stereovision body imaging(SBI)to measure participants’abdominal VAT and SAT volumes and the BSDs.A fuzzy c-means algorithm was used to form the inherent grouping clusters of abdominal fat distributions.A support-vector-machine(SVM)classifier,with an embedded feature selection scheme,was employed to determine an optimal subset of the BSDs for predicting internal fat distributions.A fivefold cross-validation procedure was used to prevent over-fitting in the classification.The classification results of the BSDs were compared with those of the traditional anthropometric measurements and the Dual Energy X-Ray Absorptiometry(DXA)measurements.Four clusters were identified for abdominal fat distributions:(1)low VAT and SAT,(2)elevated VAT and SAT,(3)higher SAT,and(4)higher VAT.The cross-validation accuracies of the traditional anthropometric,DXA and BSD measurements were 85.0%,87.5% and 90%,respectively.Compared to the traditional anthropometric and DXA measurements,the BSDs appeared to be effective and efficient in predicting abdominal fat distributions. 展开更多
关键词 Abdominal fat distribution body shape descriptor SVM classifier
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Discussion on the Application of Post-pouring Belt Construction Technology in Building Construction Processes
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作者 jingjing sun 《Journal of Architectural Research and Development》 2018年第5期13-16,共4页
In recent years,with the rapid development of modern social economy,the urbanization process has continued to grow,and with it,so as to the demand for housing construction in urban areas.From the development perspecti... In recent years,with the rapid development of modern social economy,the urbanization process has continued to grow,and with it,so as to the demand for housing construction in urban areas.From the development perspective of construction projects,the construction involved would not only has to have a strong structural quality,but attention is also needed in the overall quality of the building.In this,a reasonable introduction of post-pouring belt construction technology in the building construction process can effectively control cracks in concrete structures.This article takes the post-pouring belt construction technology as the main research object and focuses on its application in the housing construction process,which has shown to provide better assistance in aiding construction. 展开更多
关键词 post-casting BELT CONSTRUCTION technology HOUSING CONSTRUCTION application
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Autoclaved Aerated Concrete Block Prefabricated Multi-Storey Building Technology
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作者 jingjing sun 《Journal of World Architecture》 2022年第2期1-4,共4页
In active response to the national requirements of promoting green building materials and developing prefabricated buildings,it is necessary to continuously optimize and reasonably employ relevant technologies.Autocla... In active response to the national requirements of promoting green building materials and developing prefabricated buildings,it is necessary to continuously optimize and reasonably employ relevant technologies.Autoclaved aerated concrete block prefabricated multi-storey building technology is a new technology,which will not only effectively realize green environmental protection in construction engineering,but also promote the further development of prefabricated buildings.Therefore,this paper analyzes the autoclaved aerated concrete block prefabricated multi-storey building technology for future references. 展开更多
关键词 Autoclaved aerated concrete Building block Prefabricated building Multi-storey building
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Analysis on Related Factors of Hospitalization Days of Patients with Novel Coronavirus Pneumonia in Fangcang Shelter Hospitals
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作者 Dongxian Zhang jingjing sun +2 位作者 Hao Li Jing Yu Ting sun 《Journal of Clinical and Nursing Research》 2022年第5期112-118,共7页
Objective:To study the factors influencing the length of stay in patients with COVID-19.Methods:The clinical data of 110 patients with COVID-19 who were infected with Omicron virus for more than 10 days from April to ... Objective:To study the factors influencing the length of stay in patients with COVID-19.Methods:The clinical data of 110 patients with COVID-19 who were infected with Omicron virus for more than 10 days from April to May 2022 were collected.Their gender,age,smoking status,clinical manifestations related to pneumonia,whether they were combined with other basic diseases and vaccination status were analyzed.The above influencing factors were analyzed by single factor regression analysis,followed by Cox regression model analysis.Results:The age of patients had an effect on the length of hospital stay.The median length of hospital stay of patients that are<50 years old,50-64 years old and≥65 years old were 14,14,and 17 days respectively(χ^(2)=9.346,P=0.009).The presence of coronavirus-related symptoms also affects the length of hospital stay(χ^(2)=4.840,P=0.028).The results of multivariate regression model showed that age(χ^(2)=8.669,P=0.006)and coronavirus-related symptoms(χ^(2)=5.424,P=0.020)were independent factors affecting the length of hospital stay.Conclusion:During the development of COVID-19,the age of patients and whether they have coronavirus-related symptoms are positively correlated with the length of stay.Gender,habit of smoking,presence of other basic diseases and vaccination are not related to the length of stay. 展开更多
关键词 Omicron Hospitalization days Influencing factors Clinical analysis
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Research and Exploration of Blended Learning Based on Flipped Classroom and PAD Class
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作者 jingjing sun 《Journal of Contemporary Educational Research》 2022年第3期1-4,共4页
This paper combines two teaching methods-flipped classroom and PAD class-and applies it to the teaching reform of the Construction Project Management course.Passive learning has been replaced by autonomous learning,th... This paper combines two teaching methods-flipped classroom and PAD class-and applies it to the teaching reform of the Construction Project Management course.Passive learning has been replaced by autonomous learning,the dominant position of students in classroom learning is highlighted,and students are liberated from the traditional passive acceptance-type learning.This improves the effectiveness of teacher-student interaction and student mutual aid,enhances students’enthusiasm to participate in the classroom,and ultimately improves the effect of classroom teaching as well as realizes the personalized development of students. 展开更多
关键词 Flipped classroom PAD class Construction Project Management Blended teaching
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Management Method and Intelligent Technology Analysis of Construction Management
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作者 jingjing sun 《Journal of World Architecture》 2021年第6期34-37,共4页
The construction industry is a critical lifeline for China’s national economy’s development.The growth of the building business has piqued the interest of a variety of industries.To ensure the quality of constructio... The construction industry is a critical lifeline for China’s national economy’s development.The growth of the building business has piqued the interest of a variety of industries.To ensure the quality of construction engineering,it is necessary to improve the technical level of construction engineering management by strengthening construction engineering management through various effective methods,following the development of The Times,and strengthening the introduction of intelligent technology.The author investigates and analyses the importance of incorporating intelligent technology into construction project management,and proposes effective strategies for incorporating intelligent technology into construction project management in the hopes of improving the quality of construction project management. 展开更多
关键词 Constructional engineering Management method Intelligent technology
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Exploring the Reform of"Teachers,Teaching Materials,and Teaching Methods"Based on the M1+XM Certificate
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作者 Fang Zhou jingjing sun 《Journal of Contemporary Educational Research》 2021年第10期57-60,共4页
In order to promote the reform of vocational education,the state has issued the National Vocational Education Reform Implementation Plan,in which the reform of"Teachers,Teaching Materials,and Teaching Methods&quo... In order to promote the reform of vocational education,the state has issued the National Vocational Education Reform Implementation Plan,in which the reform of"Teachers,Teaching Materials,and Teaching Methods"as well as the"1+X"certificate have been the most prominent topics for discussion.Facing new opportunities for vocational education development,popularizing the blend of"1+x"courses and certificates,strengthening the integration of production and education,as well as enhancing professional soft skills are urgent issues to solved.This article combines the"1+X"certificate of civil engineering professional construction drawings and analyzes the necessity of promoting the"1+X"professional skill level as well as the combination of certificate and curriculum construction in deepening the reform of"Teachers,Teaching Materials,and Teaching Methods."Several suggestions have been put forward for the reform of"Teachers,Teaching Materials,and Teaching Methods"which would be helpful for the practical exploration in the reform of"three teaching methods." 展开更多
关键词 T+X"certificate Reform of"Teachers Teaching Materials and Teaching Methods" Fusion of class and certificate
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In silico off-target profiling for enhanced drug safety assessment
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作者 Jin Liu Yike Gui +10 位作者 Jingxin Rao jingjing sun Gang Wang Qun Ren Ning Qu Buying Niu Zhiyi Chene Xia Sheng Yitian Wang Mingyue Zheng Xutong Li 《Acta Pharmaceutica Sinica B》 SCIE CAS CSCD 2024年第7期2927-2941,共15页
Ensuring drug safety in the early stages of drug development is crucial to avoid costly failures in subsequent phases.However,the economic burden associated with detecting drug off-targets and potential side effects t... Ensuring drug safety in the early stages of drug development is crucial to avoid costly failures in subsequent phases.However,the economic burden associated with detecting drug off-targets and potential side effects through in vitro safety screening and animal testing is substantial.Drug off-target interactions,along with the adverse drug reactions they induce,are significant factors affecting drug safety.To assess the liability of candidate drugs,we developed an artificial intelligence model for the precise prediction of compound off-target interactions,leveraging multi-task graph neural networks.The outcomes of off-target predictions can serve as representations for compounds,enabling the differentiation of drugs under various ATC codes and the classification of compound toxicity.Furthermore,the predicted off-target profiles are employed in adverse drug reaction(ADR)enrichment analysis,facilitating the inference of potential ADRs for a drug.Using the withdrawn drug Pergolide as an example,we elucidate the mechanisms underlying ADRs at the target level,contributing to the exploration of the potential clinical relevance of newly predicted off-target interactions.Overall,our work facilitates the early assessment of compound safety/toxicity based on off-target identification,deduces potential ADRs of drugs,and ultimately promotes the secure development of drugs. 展开更多
关键词 Drug safety Off-target prediction Adverse drug reactions TOXICITY Molecular representation Artificial intelligence
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