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Artificial intelligence empowering the full spectrum of drug discovery
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作者 Tingting Fu Kuo Zhang +2 位作者 Tingjun Hou Caisheng Wu Feng Zhu 《Journal of Pharmaceutical Analysis》 2025年第8期1687-1689,共3页
Drug discovery is a complex and highly systematic process encompassing multiple critical stages,including target identification,bioactive molecule discovery,preclinical research,clinical trials,regulatory review,post-... Drug discovery is a complex and highly systematic process encompassing multiple critical stages,including target identification,bioactive molecule discovery,preclinical research,clinical trials,regulatory review,post-marketing surveillance,and others[1].This process typically spans many years and is often accompanied by high failure rates and substantial resource consumption.In recent years,driven by large amounts of biomedical data,artificial intelligence(AI)has begun to reshape every stage of drug discovery[2].Particularly,by integrating diverse,high-dimensional datasets with powerful predictive and generative models. 展开更多
关键词 CLINICALTRIALS drugdiscovery drug discovery target identificationbioactive molecule discoverypreclinical researchclinical trialsregulatory targetidentification bioactive moleculediscovery biomedical dataartificial intelligence ai preclinicalresearch
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Unraveling the therapeutic landscape of approved non-peptide macrocycles
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作者 Zhonghua Li Zhenqiang Zhang Bin Yu 《Acta Pharmaceutica Sinica B》 2025年第7期3436-3459,共24页
Non-peptide macrocyclic drugs possess unique structural advantages that allow them to target various biomolecules of interest and thus show therapeutic potential against various diseases such as cancer,infectious dise... Non-peptide macrocyclic drugs possess unique structural advantages that allow them to target various biomolecules of interest and thus show therapeutic potential against various diseases such as cancer,infectious diseases,etc.This review article examines 34 non-peptide macrocyclic drugs approved between 2000 and 2024,with a particular focus on the optimization process of representative macrocyclic drugs such as natural macrocycles,natural product-inspired macrocycles,and de novo-designed macrocycles.We discuss their structural characteristics,highlighting how conformational rigidity and enhanced target specificity contribute to their efficacy.Design details of these new macrocyclic drugs are illustrated through successful examples,offering insights for optimizing macrocycles.Of note,macrocyclization of U-shaped lead structures represents a novel molecular skeleton editing strategy in de novo macrocycle drug design. 展开更多
关键词 Macrocycles MACROCYCLIZATION Molecular editing Non-peptides drugdiscovery
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Immune organoid for cancer immunotherapy
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作者 Xiao-He Wang Wu-Yin Wang Zhi-Jun Sun 《Acta Pharmaceutica Sinica B》 2025年第7期3419-3435,共17页
Cancer immunotherapy,which harnesses the patient's own immune system to target malignant cells,has shown remarkable promise in reducing tumor burden and extending survival.However,the complex tumor microenvironmen... Cancer immunotherapy,which harnesses the patient's own immune system to target malignant cells,has shown remarkable promise in reducing tumor burden and extending survival.However,the complex tumor microenvironment(TME)limits therapeutic benefits to a subset of patients,making it challenging to develop accurate in vitro models for drug response prediction,drug discovery,and personalized medicine.Organoids,three-dimensional(3D)“mini-organs”derived from individual patients that faithfully recapitulate the structural,molecular,and gene expression profiles of primary tumors along with their complex TME in vitro,have emerged as powerful tools for patient-specific drug screening and therapeutic strategy development.Their versatility has led to widespread adoption across both clinical and basic cancer research.However,a key limitation of traditional organoid models is their lack of immune system components.Recent years have seen significant efforts to address this challenge through the integration of immune cells with organoids,aiming to create more physiologically relevant models.This review describes 3D culture methods for immunocompetent organoids,explores organoid–immune cell interactions,and discusses their applications in cancer immunotherapy and drug screening,along with recent advances in related clinical studies. 展开更多
关键词 CANCER Organoid Tumor microenvironment IMMUNOTHERAPY drugdiscovery
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Rational design and crystallographic analysis of novel isoform-selective TRKA inhibitors for cancer therapy 被引量:1
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作者 Guan Wang Yongya Wu +6 位作者 Chengyong Wu Wen Shuai Tingting Jiang Aoxue Wang Faqian Bu Qiu Sun Liang Ouyang 《Acta Pharmaceutica Sinica B》 SCIE CAS CSCD 2023年第1期440-443,共4页
To the Editor:Tropomyosin receptor kinase A/B/C(TRKA/B/C)are encoded by neurotrophic tyrosine receptor kinase 1/2/3(NTRK1/2/3),respectively.NTRK gene fusions are the most common drivers of malignancies.Additionally,TR... To the Editor:Tropomyosin receptor kinase A/B/C(TRKA/B/C)are encoded by neurotrophic tyrosine receptor kinase 1/2/3(NTRK1/2/3),respectively.NTRK gene fusions are the most common drivers of malignancies.Additionally,TRKA is the most common oncogene in TRK family,which is detected in 7.4%of human tumors. 展开更多
关键词 Cancer therapy Co-crystal structure drugdiscovery Selective inhibitor TRKA
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