1.Research on ST-T change recognition algorithm based on lead attention network
Liang WEI ; Yun-chi LI ; Jun XIE ; Tong XU ; Feng ZUO ; Yong-qin LI ; Bi-hua CHEN ; Mi HE ; Yu-shun GONG
Chinese Medical Equipment Journal 2025;46(7):1-11
Objective To propose a lead attention network-based ST-T change recognition algorithm to detect ECG ST-T changes accurately.Methods Firstly,heartbeat signals were extracted through R-wave localization,and a 12-lead heartbeat matrix was generated by correlation-based screening and merging to realize data augmentation.Secondly,a lead attention module was constructed by combining depthwise convolution(DWConv)with the channel attention squeeze-and-excitation block(SE-block)structure to perceive the differences in ST-T status among electrocardiogram leads.Thirdly,the mapping output by two independent attention modules was fused and splicing with the original signal residual was carried out,so that attention information extraction and original information transfer were enhanced effectively.Finally,SE-ResNet was used as the backbone network to extract signal features to complete the classification and identification of ST-T changes.To validate the recognition performance of the proposed algorithm for ST-T changes in ECG,the 12-lead ECG data of 97 472 patients containing different ECG rhythms were collected for ablation and comparison experiments at the First Affiliated Hospital of Army Medical University.Results The proposed algorithm achieved an AUC of 0.965 with a sensitivity of 90.51%,specificity of 90.23%,positive predictive value of 89.24%and overall accuracy of 90.36%on an independent test set.Comparative analysis demonstrated superior performance to four benchmark architectures,including VGG16,ResNet18,MobileNetV3-Small and ShuffleNet,in terms of both classification accuracy and computational efficiency.Conclusion The algorithm designed can accurately detect ST-T changes and can be used for wearable ECG automatic analysis to assist in the early warning of cardiovascular diseases in both acute and chronic patients and highland residents.[Chinese Medical Equipment Journal,2025,46(7):1-11]
2.Development of an organoid-based pan-TKI precision screening platform to enhance therapeutic efficacy of ET+CDK4/6 inhibitors in HR+/HER2-low breast cancer
Yingchao WU ; Liushan CHEN ; Yuqi LIANG ; Jieting CHEN ; Junfeng HUANG ; Qian ZUO ; Qianjun CHEN
The Journal of Practical Medicine 2025;41(18):2786-2795
Objective To investigate the underlying mechanisms contributing to the limited therapeutic efficacy of endocrine therapy combined with CDK4/6 inhibitors in HR+/HER2-low breast cancer,and to develop a breast cancer organoid model as a tool for the precise identification of HR+/HER2-low patients who are responsive to pan-TKI treatment.Methods Transcriptomics was employed to identify differentially expressed genes in HR+/HER2-0 and HR+/HER2-low breast cancer samples and to perform functional enrichment analysis.Tumor organoid models were established using breast cancer tissues obtained from clinical sources,and the differential sensitivity of these samples to therapeutic agents was assessed using Calcein-AM/PI cell viability staining and EdU-based cell proliferation assays.Results The results of transcriptomic enrichment analysis indicated that EGFR was signifi-cantly activated in HR+/HER2-low breast cancer and exhibited characteristics of resistance to TKIs.Breast cancer organoids were successfully established.Drug sensitivity testing revealed that the therapeutic efficacy of ET combined with CDK4/6 inhibitors was suboptimal in certain cases of HR+/HER2-low breast cancer,while the addition of TKIs effectively restored sensitivity to the ET+CDK4/6 inhibitor regimen(P<0.05).Conclusions TKI can restore the reduced sensitivity of HR+/HER2-low breast cancer to endocrine therapy combined with CDK4/6 inhibitors.Breast cancer organoids hold promise as screening tools for assessing drug sensitivity in clinical settings for patients with HR+/HER2-low breast cancer.
3.Key Quality Attributes and Technical Control Points of Aluminum Foil for Pharmaceutical Packaging in the 2025 Edition of the Pharmacopoeia of the People's Republic of China
Yanchun RAO ; Wei XIONG ; Junfeng ZUO ; Lei CHEN ; Huizheng FU ; Majian XIONG ; Fangfang ZHANG ; Liang CHANG
Herald of Medicine 2025;44(11):1763-1767
Aluminum foil for pharmaceutical packaging is a material used for solid dosage forms.Guideline 9625 of the Pharmacopoeia of the People's Republic of China(2025 edition),built on the concepts of whole-process quality control and risk management,specifies the quality requirements for aluminum foil.This article analyzed and discussed the critical quality attributes and technical control points of aluminum foil by examining its fundamental characteristics,production processes,and relevant domestic and international standards.This article aimed to provide guidance for stakeholders in understanding and applying the guidelines,thereby enhancing pharmaceutical packaging quality and fostering standardization across the industry.
4.Key Quality Attributes and Technical Control Points of Aluminum Foil for Pharmaceutical Packaging in the 2025 Edition of the Pharmacopoeia of the People's Republic of China
Yanchun RAO ; Wei XIONG ; Junfeng ZUO ; Lei CHEN ; Huizheng FU ; Majian XIONG ; Fangfang ZHANG ; Liang CHANG
Herald of Medicine 2025;44(11):1763-1767
Aluminum foil for pharmaceutical packaging is a material used for solid dosage forms.Guideline 9625 of the Pharmacopoeia of the People's Republic of China(2025 edition),built on the concepts of whole-process quality control and risk management,specifies the quality requirements for aluminum foil.This article analyzed and discussed the critical quality attributes and technical control points of aluminum foil by examining its fundamental characteristics,production processes,and relevant domestic and international standards.This article aimed to provide guidance for stakeholders in understanding and applying the guidelines,thereby enhancing pharmaceutical packaging quality and fostering standardization across the industry.
5.Progress in research on the prevention and treatment of diabetic retinopathy by the intervention of the nuclear red blood cell related factor 2 signaling pathway with effective components of traditional Chinese medicine
Yixin CHEN ; Chen LI ; Bin SONG ; Liping ZUO ; Jianjun LIU ; Lumin LIANG ; Ruixiong NAN ; Jiahao WANG ; Libin PAN ; Jingrong WANG
Recent Advances in Ophthalmology 2025;45(8):667-672
Diabetic retinopathy(DR)is a kind of microvascular disease caused by the long-term influence of diabetes mellitus(DM),and it is one of the main cause of global visual impairment and blindness.Its typical characteristics include microaneurysms,hard exudates,macular edema(DME)and neovascularization.Its pathogenesis is diverse,and the root cause is oxidative stress and advanced glycosylation end products.The nuclear red blood cell related factor 2(Nrf2)signa-ling pathway plays an important role in preventing various diseases.As one of the characteristics of DM,hyperglycemia will activate the generation of reactive oxygen species(ROS)in mitochondria.These oxidative stress factors activate the nucle-ar transcription factor κB pathway,becoming the main inducement of various complications of DM.This pathway will in-duce increased transcription of proinflammatory cytokines,including tumor necrosis factor-alpha,transforming growth fac-tor-beta and interleukin-1.The active ingredients of traditional Chinese medicine have significant antioxidant,anti-inflam-matory,anti-apoptotic and angiogenesis-promoting effects,and can block the progression of DR through various mecha-nisms.In this article,the research status of traditional Chinese medicine targeting the Nrf2 signaling pathway in the preven-tion and treatment of DR is reviewed to guide clinical and scientific research.
6.Observation on the Efficacy of Interventional Embolism in the Treatment of Non-bronchial Hemoptysis
Shujuan ZUO ; Hao LIANG ; Pengchao ZHAN ; Ming ZHENG ; Meng SHEN ; Zhaojun LI ; Qingliang CHEN
Chinese Journal of Minimally Invasive Surgery 2025;25(10):623-627
Objective To explore the efficacy and safety of interventional embolism in the treatment of hemoptysis from non-bronchial arterial system.Methods We retrospectively analyzed clinical data of 23 cases of non-bronchial artery system derived hemoptysis from February 2017 to November 2024.The hemorrhagic blood vessels were only the non-bronchial artery system in 6 cases,and from the non-bronchial artery system and bronchial arteries in 17 cases.Sources of non-bronchial artery systems included 14 intercostal arteries,5 thyrocervical trunk,5 subscapular arteries,4 internal thoracic arteries,3 external thoracic arteries,5 diaphragmatic arteries,1 renal artery,and 1 left gastric artery.All the patients were treated with interventional embolism.Recurrence rate was followed up and postoperative complications were recorded.Results The immediate hemostasis rate after surgery was 95.7%(22/23).In one case,hemoptysis was relapsed within 24 h after the operation due to omission of diaphragmatic artery,and hemoptysis did not recurred after the secondary embolization.After surgery,there was 1 case of abdominal discomfort,2 cases of fever,and 2 cases of chest pain.The symptoms disappeared after conservative treatment.After the operation,the follow-up was 4-36 months(median,30 months).A total of 20 patients did not re-develop hemoptysis,while 3 had relapsed hemoptysis at 4 months,4 months,and 36 months after operation,respectively,with a recurrence rate of 13.0%(3/23).No serious complications occurred.Conclusion Interventional embolism is effective in the treatment of non-bronchial hemoptysis,which is safe and feasible.
7.Role of Central Nervous System Circuits in Promotion of Breast Cancer Progression by Depression
Yingchao WU ; Yuqi LIANG ; Qian ZUO ; Qianjun CHEN
Cancer Research on Prevention and Treatment 2025;52(1):25-30
With the development of neuroscience and oncology, the direct regulation effect of central nervous system circuits on tumors has been gradually revealed. Evidence indicates that the therapy targeting emotion-related encephalic regions may have great potential in blocking the promotion of breast cancer progression by depression. The underlying complex mechanisms involve the generation of depression and the regulation of tumors by central nervous system circuits. However, a systematic summary is lacking in this field. This article reviews the latest research progress of the central nervous system circuits and the generation of depression, the neural connection between the central nervous system and peripheral tumor, and the regulation of the tumor immune microenvironment by
8.Observation on the Efficacy of Interventional Embolism in the Treatment of Non-bronchial Hemoptysis
Shujuan ZUO ; Hao LIANG ; Pengchao ZHAN ; Ming ZHENG ; Meng SHEN ; Zhaojun LI ; Qingliang CHEN
Chinese Journal of Minimally Invasive Surgery 2025;25(10):623-627
Objective To explore the efficacy and safety of interventional embolism in the treatment of hemoptysis from non-bronchial arterial system.Methods We retrospectively analyzed clinical data of 23 cases of non-bronchial artery system derived hemoptysis from February 2017 to November 2024.The hemorrhagic blood vessels were only the non-bronchial artery system in 6 cases,and from the non-bronchial artery system and bronchial arteries in 17 cases.Sources of non-bronchial artery systems included 14 intercostal arteries,5 thyrocervical trunk,5 subscapular arteries,4 internal thoracic arteries,3 external thoracic arteries,5 diaphragmatic arteries,1 renal artery,and 1 left gastric artery.All the patients were treated with interventional embolism.Recurrence rate was followed up and postoperative complications were recorded.Results The immediate hemostasis rate after surgery was 95.7%(22/23).In one case,hemoptysis was relapsed within 24 h after the operation due to omission of diaphragmatic artery,and hemoptysis did not recurred after the secondary embolization.After surgery,there was 1 case of abdominal discomfort,2 cases of fever,and 2 cases of chest pain.The symptoms disappeared after conservative treatment.After the operation,the follow-up was 4-36 months(median,30 months).A total of 20 patients did not re-develop hemoptysis,while 3 had relapsed hemoptysis at 4 months,4 months,and 36 months after operation,respectively,with a recurrence rate of 13.0%(3/23).No serious complications occurred.Conclusion Interventional embolism is effective in the treatment of non-bronchial hemoptysis,which is safe and feasible.
9.GRK2 activates TRAF2-NF-κB signalling to promote hyperproliferation of fibroblast-like synoviocytes in rheumatoid arthritis.
Chenchen HAN ; Liping JIANG ; Weikang WANG ; Shujun ZUO ; Jintao GU ; Luying CHEN ; Zhuo CHEN ; Jiajie KUAI ; Xuezhi YANG ; Liang XU ; Yang MA ; Wei WEI
Acta Pharmaceutica Sinica B 2025;15(4):1956-1973
G protein-coupled receptor kinase 2 (GRK2) participates in the phosphorylation and desensitization of G protein-coupled receptor (GPCR), impacting various biological processes such as inflammation and cell proliferation. Dysregulated expression and activity of GRK2 have been reported in multiple cells in rheumatoid arthritis (RA). However, whether and how GRK2 regulates synovial hyperplasia and fibroblast-like synoviocytes (FLSs) proliferation is poorly understood. In this study, we investigated the regulation of GRK2 and its biological function in RA. We found that GRK2 transmembrane activity was increased in FLSs of RA patients and collagen-induced arthritis (CIA) rats. Additionally, we noted a positive correlation between high GRK2 expression on the cell membrane and serological markers associated with RA and CIA. Immunoprecipitation-mass spectrometry and pull-down analyses revealed tumor necrosis factor receptor-associated factor 2 (TRAF2) as a novel substrate of GRK2. Furthermore, surface plasmon resonance (SPR) and molecular docking assays determined that the C-terminus of GRK2 binds to the C-terminus of TRAF2 at the Gln340 residue. GRK2 knockdown and the GRK2 inhibitor CP-25 attenuated synovial hyperplasia and FLS proliferation in CIA both in vitro and in vivo by decreasing GRK2 membrane expression and activity. Mechanistically, increased GRK2 transmembrane activity contributed to the recruitment of TRAF2 on the cell membrane, promoting GRK2-TRAF2 interactions that facilitate the recruitment of the E3 ubiquitin ligase TRIM47 to TRAF2. This enhanced TRAF2 Lys63 polyubiquitylation and induced nuclear factor (NF)-κB activation, leading to synovial hyperplasia and abnormal proliferation of FLSs. Our study provides a mechanistic and preclinical rationale for further evaluation of GRK2 as a therapeutic target for RA.
10.Deubiquitinase OTUD6A alleviates acetaminophen-induced liver injury by targeting EZH2 to reduce cell death in hepatocytes.
Yanni ZHAO ; Tianyang JIN ; Tingxin XU ; Yi FANG ; Qingsong ZHENG ; Wu LUO ; Weiwei ZHU ; Yue CHEN ; Jiong WANG ; Yi CHEN ; Wei ZUO ; Lijiang HUANG ; Guang LIANG ; Yi WANG
Acta Pharmaceutica Sinica B 2025;15(9):4772-4788
Acetaminophen (APAP) is the primary cause of drug-induced acute liver failure. Ovarian tumor deubiquitinase 6A (OTUD6A), a recently discovered deubiquitinase of the OTU family, has been primarily studied in tumor contexts. However, its role in APAP-induced liver injury (AILI) remains unclear. Therefore, this study aimed to investigate the involvement of OTUD6A in the pathogenesis of AILI. Our findings demonstrated a substantial upregulation of OTUD6A in both the liver tissue and isolated hepatocytes of mice following APAP stimulation. OTUD6A knockout exacerbated APAP-induced inflammation, hepatocyte necrosis, and liver injury, whereas OTUD6A overexpression alleviated these pathologies. Mechanistically, OTUD6A directly interacted with the enhancer of zeste homolog 2 (EZH2) and selectively removed K48-linked polyubiquitin chains from EZH2, enhancing its stability. This resulted in increased protein levels of EZH2 and H3K27me3, as well as reduced endoplasmic reticulum (ER) stress and cell death in hepatocytes. Collectively, our research uncovers a novel role for OTUD6A in mitigating APAP-induced liver injury by promoting EZH2 stabilization.

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