1.Research on medical education reform and development in era of"AI+Education"—a case study of"Fundamentals of Immunology and Pathogenic Biology"
Chang LIU ; Jue HU ; Fangguo LU ; Ke WEI ; Lingli CHEN ; Yi NING ; Tao XIONG
Chinese Journal of Immunology 2025;41(6):1315-1319
In the context of"Artificial Intelligence(AI)+Education"era,this study introduces the teaching reform and devel-opment path of the course"Fundamentals of Immunology and Pathogenic Biology"by Professor Lu Fangguo's team at Hunan University of Traditional Chinese Medicine.After twenty years of exploration,the course has successfully transitioned from traditional teaching to intelligent teaching,achieving a comprehensive upgrade in educational concepts,teaching methods,and resources.The reform process is divided into three stages:Early exploration,comprehensive reform,and deepening development.It encompasses the construction of a smart teaching platform,the development and promotion of new forms of digital teaching resources,and the deep integration of ideological and political education.This reform has significantly enhanced teaching quality and students'overall competencies,showcasing the innovative spirit of educators.It has gained nationwide recognition and promotion,providing valuable references for the innovation of medical education in the new era.
2.Application and Advance of Image Compression Algorithms in Medical Imaging
Jiawen SHANG ; Peng HUANG ; Zhixing CHANG ; Yuhan FAN ; Zhihui HU ; Ke ZHANG ; Jianrong DAI ; Hui YAN
Medical Journal of Peking Union Medical College Hospital 2025;16(5):1281-1290
Medical imaging technology plays a crucial role in clinical diagnosis and treatment. Image compression technology provides robust technical support for the storage and transmission of massive medical imaging data, serving as an effective safeguard for hospital data backup and telemedicine. The technology holds broad application prospects in the medical field, enabling the processing of various imaging modalities, multidimensional imaging, and medical video imaging. This study elaborates on general image and video compression algorithms, the application of compression algorithms in the medical field, and the performance metrics of medical image compression, thereby providing critical technical support for enhancing clinical diagnostic efficiency and data management security.
3.Research on medical education reform and development in era of"AI+Education"—a case study of"Fundamentals of Immunology and Pathogenic Biology"
Chang LIU ; Jue HU ; Fangguo LU ; Ke WEI ; Lingli CHEN ; Yi NING ; Tao XIONG
Chinese Journal of Immunology 2025;41(6):1315-1319
In the context of"Artificial Intelligence(AI)+Education"era,this study introduces the teaching reform and devel-opment path of the course"Fundamentals of Immunology and Pathogenic Biology"by Professor Lu Fangguo's team at Hunan University of Traditional Chinese Medicine.After twenty years of exploration,the course has successfully transitioned from traditional teaching to intelligent teaching,achieving a comprehensive upgrade in educational concepts,teaching methods,and resources.The reform process is divided into three stages:Early exploration,comprehensive reform,and deepening development.It encompasses the construction of a smart teaching platform,the development and promotion of new forms of digital teaching resources,and the deep integration of ideological and political education.This reform has significantly enhanced teaching quality and students'overall competencies,showcasing the innovative spirit of educators.It has gained nationwide recognition and promotion,providing valuable references for the innovation of medical education in the new era.
4.Small molecule deoxynyboquinone triggers alkylation and ubiquitination of Keap1 at Cys489 on Kelch domain for Nrf2 activation and inflammatory therapy
Linghu KE-GANG ; Zhang TIAN ; Zhang GUANG-TAO ; Lv PENG ; Zhang WEN-JUN ; Zhao GUAN-DING ; Xiong SHI-HANG ; Ma QIU-SHUO ; Zhao MING-MING ; Chen MEIWAN ; Hu YUAN-JIA ; Zhang CHANG-SHENG ; Yu HUA
Journal of Pharmaceutical Analysis 2024;14(3):401-415
Activation of nuclear factor erythroid 2-related factor 2(Nrf2)by Kelch-like ECH-associated protein 1(Keap1)alkylation plays a central role in anti-inflammatory therapy.However,activators of Nrf2 through alkylation of Keap1-Kelch domain have not been identified.Deoxynyboquinone(DNQ)is a natural small molecule discovered from marine actinomycetes.The current study was designed to investigate the anti-inflammatory effects and molecular mechanisms of DNQ via alkylation of Keap1.DNQ exhibited signif-icant anti-inflammatory properties both in vitro and in vivo.The pharmacophore responsible for the anti-inflammatory properties of DNQ was determined to be the α,β-unsaturated amides moieties by a chemical reaction between DNQ and N-acetylcysteine.DNQ exerted anti-inflammatory effects through activation of Nrf2/ARE pathway.Keap1 was demonstrated to be the direct target of DNQ and bound with DNQ through conjugate addition reaction involving alkylation.The specific alkylation site of DNQ on Keap1 for Nrf2 activation was elucidated with a synthesized probe in conjunction with liquid chromatography-tandem mass spectrometry.DNQ triggered the ubiquitination and subsequent degra-dation of Keap1 by alkylation of the cysteine residue 489(Cys489)on Keap1-Kelch domain,ultimately enabling the activation of Nrf2.Our findings revealed that DNQ exhibited potent anti-inflammatory capacity through α,β-unsaturated amides moieties active group which specifically activated Nrf2 signal pathway via alkylation/ubiquitination of Keap1-Kelch domain,suggesting the potential values of targeting Cys489 on Keap1-Kelch domain by DNQ-like small molecules in inflammatory therapies.
5.Research on the mechanism of Danhong injection in the treatment of acute myocardial infarction based on network pharmacology and molecular docking
Chang-Hu KE ; Ya-Qing WU ; Hui-Min HUANG ; Hui YAN
The Chinese Journal of Clinical Pharmacology 2024;40(5):668-672
Objective To predict the mechanism of Danhong injection in acute myocardial infarction based on network pharmacology and molecular docking.Methods The chemical ingredients of Danhong injection were collected by traditional Chinese medicine systems pharmacology database and analysis platform(TCMSP),while Swiss Target Prediction was used to predict the corresponding targets of ingredients.The targets of acute myocardial infarction were retrieved in human gene database(GeneCards),online Mendelian inheritance in man(OMIM)and gene-disease association database(DisGeNET).Venny 2.1 online software was used to obtain the common targets of drugs-disease,and then the"drug-compound-target-disease"network diagram was constructed by using the software Cytoscape 3.8.2.The STRING database was used to draw the protein-protein ineraction network,and the perform gene ontology(GO)function and Kyoto encyclopedia of genes and genomes(KEGG)pathway enrichment analysis were carried out through the database for annotation,visualization,and integrated discovery(DAVID),and the AutoDock platform was applied in verifying the molecular docking of active components and protein targets.Results The 63 active components of Danhong injection could regulate 137 targets and 132 pathways to treat acute myocardial infarction.Przewaquinone C,luteolin,baicalein,sclareol,kaempferol,quercetagetin and other active compounds,which could mediate C-type lectin receptor,tumor necrosis factor,endocrine resistance,prolactin,phosphatidylinositol-3-kinases-serine/threonine protein kinase,Janus-activated kinase singal transducers and activators of transcriprion and other signaling pathways through tumor necrosis factor,RAC-alpha serine/threo-nine protein kinase,interleukin-1 beta,steroid receptor coactivator,mitogen-activated protein kinase 3,signal transducer and activator of transcription 3 and other key target proteins.The result of molecular docking showed that the targets and the components had a certain degree of binding.Conclusion Danhong injection can participate in the treatment of acute myocardial infarction through multiple components,targets and pathways,which provides a theoretical basis for the clinical application of Danhong injection and the mechanism of its treatment of acute myocardial infarction.

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