1.Joint Relation Extraction of Famous Medical Cases with CasRel Model Combining Entity Mapping and Data Augmentation
Yuxin LI ; Xinghua XIANG ; Hang YANG ; Dasheng LIU ; Jiaheng WANG ; Zhiwei ZHAO ; Jiaxu HAN ; Mengjie WU ; Qianzi CHE ; Wei YANG
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(2):218-225
ObjectiveTo address the challenges of unstructured classical Chinese expressions, nested entity relationships, and limited annotated data in famous traditional Chinese medicine(TCM) case records, this study proposes a joint relation extraction framework that integrates data augmentation and entity mapping, aiming to support the construction of TCM diagnostic knowledge graphs and clinical pattern mining. MethodsWe developed an annotation structure for entities and their relationships in TCM case texts and applied a data augmentation strategy by incorporating multiple ancient texts to expand the relation extraction dataset. A cascade binary tagging framework for relation triple extraction(CasRel) model for TCM semantics was designed, integrating a pre-trained bidirectional encoder representations from transformers(BERT) layer for classical TCM texts to enhance semantic representation, and using a head entity-relation-tail entity mapping mechanism to address entity nesting and relation overlapping issues. ResultsExperimental results showed that the CasRel model, combining data augmentation and entity mapping, outperformed the pipeline-based Bert-Radical-Lexicon(BRL)-bidirectional long short-term memory(BiLSTM)-Attention model. The overall precision, recall, and F1-score across 12 relation types reached 65.73%, 64.03%, and 64.87%, which represent improvements of 14.26%, 7.98%, and 11.21% compared to the BRL-BiLSTM-Attention model, respectively. Notably, the F1-score for tongue syndrome relations increased by 22.68%(69.32%), and the prescription-syndrome relations performed the best with the F1-score of 70.10%. ConclusionThe proposed framework significantly improves the semantic representation and complex dependencies in TCM texts, offering a reusable technical framework for structured mining of TCM case records. The constructed knowledge graph can support clinical syndrome differentiation, prescription optimization, and drug compatibility, providing a methodological reference for TCM artificial intelligence research.
2.Traditional Chinese Medicine Regulates Related Signaling Pathways to Prevent and Control Breast Cancer and Precancerous Lesions: A Review
Yifei ZENG ; Di ZHAO ; Junyue WANG ; Mengjie WANG ; Yubo GUO ; Yu ZHOU ; Dongxiao ZHANG ; Wenjie ZHAO
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(5):290-301
Breast cancer has become the malignant tumor with the highest incidence rate among women, seriously threatening the life and health of women all over the world. The pathogenic factors and development mechanisms of breast cancer are complex and diverse. The development of breast cells from ordinary hyperplasia to atypical hyperplasia, and from pre-cancerous lesions to cancerous lesions, is a long-term progressive process. Therefore, early screening and prevention of breast cancer is particularly important. Western medicine has a relatively mature treatment program for breast cancer, which is mainly based on surgery and systemic treatment, whereas the ensuing complications and adverse reactions often bring a heavy burden to patients. For the precancerous lesions of breast cancer, surgery is also the mainstay of treatment. In recent years, traditional Chinese medicine (TCM) has increasingly highlighted its advantages in the prevention and treatment of breast cancer. Increasing studies have shown that in the prevention and treatment of breast cancer and pre-cancerous lesions, TCM compound prescriptions, single herbs or herb pairs, and active components are able to regulate a variety of intracellular signaling pathways through multi-targets to inhibit the proliferation and invasion, promote the apoptosis and autophagy of tumor cells, and regulate the cell cycle and the immune microenvironment, thus exerting anti-tumor effects. At the same time, they can significantly attenuate the toxic side effects of radiotherapy and drug resistance of patients. However, the specific mechanisms of TCM in the prevention and treatment of breast cancer and precancerous lesions have not been fully clarified. The available studies are tanglesome regarding the TCM inhibition of tumor development through the regulation of classical signaling pathways such as phosphatidylinositol 3-kinase (PI3K)/protein kinase B (Akt)/mammalian target of rapamycin (mTOR), Wnt/β-catenin, and Notch, which still need to be verified by a large number of clinical and experimental studies. Therefore, this paper reviews the research progress in the prevention and treatment of breast cancer and precancerous lesions by TCM through interfering with the relevant signaling pathways in recent years, aiming to summarize the possible mechanisms of TCM in the prevention and treatment of breast cancer and provide references for subsequent studies.
3.Vascular restenosis animal model based on data mining
Beili XIE ; Mingwang LIU ; Wei WEN ; Yuxin YAN ; Mengjie GAO ; Lulian JIANG ; Zhidie JIN ; Fuhai ZHAO
Chinese Journal of Comparative Medicine 2025;35(2):33-44
Objective To analyze the modeling and evaluation method for vascular restenosis animal models in the last 10 years,to provide a reference for improving animal models of vascular restenosis.Methods Literature related to vascular restenosis was retrieved from mainstream Chinese and English databases from 2013 to 2023.Data on experimental animal strains,modeling method,modeling cycles,and detection method were extracted from the included literature,and a database was established using Excel for summary analysis.Results Among the 122 identified articles,the main experimental animals were rats,rabbits,and pigs,and most animals were male.The most common modeling method was balloon injury,and the modeling cycle was mainly within 4~8 weeks.The main detection indexes were histopathology,accounting for 37.18%,including routine hematoxylin-eosin,Masson,and Elastica van Gieson(EVG)staining.Conclusions The translatability of porcine vascular restenosis models is currently more in line with expectations,but their cost is high and they are unpopular,and rats and rabbits thus remain the main animal models.Balloon injury is the main mode of modeling.Different animal models and modeling method for vascular restenosis have advantages and disadvantages,and the model should be selected according to the experimental purpose.Animal models of vascular restenosis still have some limitations,however,and better animal models are required in the future.
4.Study on the mechanism of Shaoyao gancao decoction in improving intestinal motility in rats with slow transit constipation by regulating the ASIC3/ERK signaling pathway
Ziqi ZHANG ; Hongyun ZHOU ; Qiong ZHAO ; Yuan DENG ; Mengjie ZHAO ; Chen ZHAO ; Jingyi CHEN
China Pharmacy 2025;36(15):1852-1858
OBJECTIVE To explore the mechanism of Shaoyao gancao decoction in improving intestinal motility in rats with slow transit constipation(STC)by regulating acid-sensitive ion channel 3(ASIC3)/extracellular signal-regulated kinase(ERK)signaling pathway.METHODS SD rats were used to construct an STC model by gavage with compound diphenoxylate.The successfully modeled rats were randomly divided into model group,Shaoyao gancao decoction group(1.5 g/mL),lactulose group(208.4 mg/mL,positive control),and combined inhibition group(Shaoyao gancao decoction 1.5 g/mL+amiloride hydrochloride 20 μg/kg),with 12 rats in each group.Additionally,12 healthy rats were selected as the blank group.They were given relevant medicine once a day and continuously intervened for 14 days.After intervention,the intestinal propulsion function and visceral sensitivity of the model rats were detected.The expression of ASIC3 in the colon tissue of rats was observed by immunohistochemical staining.mRNA expressions of ASIC3,ERK1 and ERK2 as well as protein expressions of ASIC3,ERK1/2 and phosphorylated ERK1/2(p-ERK1/2)in colon tissue of rats were detected;the ultrastructural changes of the enteric nervous system(ENS)-interstitial cell of Cajal(ICC)-smooth muscle cell(SMC)network in the rat colon were observed under electron microscopy.RESULTS Compared with the model group,the intestinal propulsion rate of the Shaoyao gancao decoction group was significantly increased,while the visceral pain threshold was significantly decreased.The proportion of the positive area of ASIC3 in the colonic tissue was significantly increased.The relative mRNA expression levels of ERK1,ERK2,and ASIC3,as well as the relative protein expression levels of p-ERK1/2 and ASIC3,and the p-ERK1/2 to ERK1/2 in the colonic tissue,were all significantly increased(P<0.05 or P<0.01).Additionally,there was marked repair of the morphological structure of ICC and SMC,with closer gap junctions observed.Compared with the Shaoyao gancao decoction group,the combined inhibition group exhibited a diminished improvement in intestinal motility of rats,with statistically significant differences in the levels of some indicators(P<0.05 or P<0.01);the repairing of the morphological structure of ICC and SMC was notably attenuated.CONCLUSIONS Shaoyao gancao decoction can effectively improve the intestinal transmission function and promote intestinal repair in STC rats,and its mechanism may be related to regulating the balance of the ENS-ICC-SMC network mediated by the ASIC3/ERK signaling pathway,thus promoting intestinal motility and reducing visceral sensitivity.
5.Construction and application of a graded early mobility path for critically ill adult patients
Bing LI ; Sheng TANG ; Yanlan MA ; Lingyu SHEN ; Qinghua ZHAO ; Ping LUO ; Mengjie BI
Chinese Journal of Nursing 2025;60(17):2102-2110
Objective To develop a graded early mobility implementation pathway for critically ill adult patients in tertiary hospitals in Beijing and to preliminarily validate its feasibility and effectiveness.Methods Based on the"goal-directed"early mobility concept,a graded early mobility implementation pathway for critically ill patients was developed through evidence synthesis and the Delphi method,consisting of 3 components:patient inclusion,mobility implementation,and mobility evaluation.Using convenience sampling,patients meeting inclusion criteria in the general ICU of a tertiary hospital in Beijing from October 2024 to January 2025 were selected as participants.Among them,25 patients admitted from December 2024 to January 2025 were assigned to an experimental group and received early mobility interventions following the developed pathway.25 patients admitted from October to November 2024 served as a control group and received routine ICU mobility care.Outcomes including diaphragm excursion,muscle strength,ICU length of stay,and adverse events were compared between the 2 groups.Results The graded early mobility pathway achieved an implementation rate of 70.05%in the experimental group,significantly higher than it in the control group(P<0.001),without increasing adverse events.Post-intervention diaphragm excursion in the experimental group was significantly greater than that in the control group(P=0.018).Conclusion The developed graded early mobility implementation pathway for ICU patients demonstrates scientific rigor and clinical practicality.It provides a reference for the widespread and effective implementation of early mobility in ICUs,standardizing its clinical application.
6.Vascular restenosis animal model based on data mining
Beili XIE ; Mingwang LIU ; Wei WEN ; Yuxin YAN ; Mengjie GAO ; Lulian JIANG ; Zhidie JIN ; Fuhai ZHAO
Chinese Journal of Comparative Medicine 2025;35(2):33-44
Objective To analyze the modeling and evaluation method for vascular restenosis animal models in the last 10 years,to provide a reference for improving animal models of vascular restenosis.Methods Literature related to vascular restenosis was retrieved from mainstream Chinese and English databases from 2013 to 2023.Data on experimental animal strains,modeling method,modeling cycles,and detection method were extracted from the included literature,and a database was established using Excel for summary analysis.Results Among the 122 identified articles,the main experimental animals were rats,rabbits,and pigs,and most animals were male.The most common modeling method was balloon injury,and the modeling cycle was mainly within 4~8 weeks.The main detection indexes were histopathology,accounting for 37.18%,including routine hematoxylin-eosin,Masson,and Elastica van Gieson(EVG)staining.Conclusions The translatability of porcine vascular restenosis models is currently more in line with expectations,but their cost is high and they are unpopular,and rats and rabbits thus remain the main animal models.Balloon injury is the main mode of modeling.Different animal models and modeling method for vascular restenosis have advantages and disadvantages,and the model should be selected according to the experimental purpose.Animal models of vascular restenosis still have some limitations,however,and better animal models are required in the future.
7.Modified Xiehuangsan Regulates Microglial Polarization and TLR4/MyD88/NF-κB Pathway to Treat Tic Disorders in Rats
Mengjie ZHAO ; Qiong ZHAO ; Cuiling YANG ; Hongyun ZHOU ; Xiangjuan SUN ; Xinyi GUO ; Sajiyue HUANG
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(4):10-18
ObjectiveTo explore the mechanism of modified Xiehuangsan in treating tic disorders (TD) based on microglial polarization and the Toll-like receptor 4 (TLR4)/myeloid differentiation factor 88 (MyD88)/nuclear factor (NF)-κB pathway. MethodsSeventy-two Sprague-Dawley (SD) rats were randomly assigned into six groups: control, model, tiapride (0.025 g·kg-1), and low-, medium-, and high-dose (12, 24, 48 g·kg-1, respectively) modified Xiehuangsan, with 12 rats in each group. Except the control group, the other groups received intraperitoneal injection of 3,3'-iminodipropionitrile (IDPN) for 7 consecutive days for the modeling of TD. After successful modeling, the control and model groups were given normal saline via gavage, and the other groups were administrated with corresponding drugs by gavage. After 28 days of continuous intervention, rat behaviors were observed, and the modified Xiehuangsan group showing the best anti-TD effect was selected for deciphering the treatment mechanism. Hematoxylin and eosin staining was conducted to observe morphological changes in the rat striatum. Immunohistochemistry was employed to detect the expression of CD16 and CD206 in the striatum. Real-time PCR was employed to measure the mRNA levels of interleukin-1β (IL-1β), tumor necrosis factor-α (TNF-α), IL-4, TLR4, MyD88, and NF-κB p65 in the striatum. Western blot was employed to determine the protein levels of ionized calcium-binding adapter molecule 1 (Iba1), Fc receptor family for immunoglobulin (Ig)G type Ⅲ (CD16), mannose receptor (CD206), TLR4, MyD88, and NF-κB p65 in the striatum. ResultsCompared with the control group, the model group showed increased stereotyped behaviors, locomotor activity, total movement distance, and movement speed, shortened resting time (P<0.01), and noticeable pathological changes in the striatum. Compared with the model group, the tiapride group and modified Xiehuangsan groups exhibited reduced stereotyped behavior, locomotor activity, total movement distance, and movement speed, prolonged resting time (P<0.05, P<0.01), and alleviated pathological changes in the striatum. Among the modified Xiehuangsan groups, the high-dose group had the best intervention effect and the mildest pathological changes. Therefore, the high-dose group was selected for further research. Compared with the control group, the modeling of TD increased Iba1 and CD16 expression (P<0.05, P<0.01), up-regulated the mRNA levels of IL-1β and TNF-α (P<0.05, P<0.01), down-regulated the mRNA level of IL-4 (P<0.05), up-regulated the mRNA and protein levels of TLR4 and MyD88 (P<0.05, P<0.01), and up-regulated the protein level of NF-κB p65 (P<0.01). Compared with the model group, modified Xiehuangsan reduced Iba1 and CD16 expression (P<0.05, P<0.01), up-regulated the protein level of CD206 (P<0.05, P<0.01), down-regulated the mRNA levels of IL-1β and TNF-α (P<0.05), up-regulated the mRNA level of IL-4 (P<0.01), and down-regulated the mRNA and protein levels of TLR4, MyD88, and NF-κB p65 (P<0.05, P<0.01). ConclusionModified Xiehuangsan demonstrated a definite therapeutic effect on TD in rats. It may reduce neuroinflammation in TD rats by regulating the polarization of microglia in the striatum via the TLR4/MyD88/NF-κB signaling pathway.
8.Metabolic reprogramming drives radiotherapy resistance in glioblastoma and strategies for targeted therapy
Zhaohui JIN ; Liang LIU ; Chunfa QIAN ; Kun YANG ; Mengjie ZHAO
Chinese Journal of Radiation Oncology 2025;34(8):839-846
Glioblastoma (GBM) is the most aggressive malignant tumor of the adult central nervous system, with limited treatment options and poor prognosis. Radiotherapy (RT) remains a cornerstone of GBM treatment; however, tumor cell resistance to RT severely limits its efficacy. Recently, metabolic reprogramming (MR) has gained widespread attention as a critical mechanism enabling GBM cells to evade RT‐induced stress. In this review, the central roles of glucose, lipid, and amino acid metabolic reprogramming in GBM's resistance to RT were outlined, highlighting how GBM remodels metabolic pathways to enhance DNA damage repair, antioxidant defenses, and immune evasion after RT. Although combining metabolic inhibitors with RT has shown potential in improving GBM treatment outcomes, challenges such as overcoming the blood‐brain barrier and addressing tumor heterogeneity remain. The integration of nanomedicine‐based delivery systems and immunotherapy offers new hope for GBM treatment. Future research should focus on developing multidimensional, personalized metabolic targeting strategies, combined with immunotherapy and emerging technologies, to further improve therapeutic outcomes and survival rates for GBM patients.
9.Impulsive characteristics and emotion regulation strategies of patients with attention deficit hyperactivity disorder comorbid with borderline personality disorder
Weili CHANG ; Haimei LI ; Meirong PAN ; Mengjie ZHAO ; Min DONG ; Feifei SI ; Yufeng WANG ; Lu LIU ; Qiujin QIAN
Chinese Mental Health Journal 2025;39(12):1013-1018
Objective:To explore the impulsivity characteristics of patients with attention deficit hyperactivity disorder(ADHD)comorbid with borderline personality disorder(BPD)and the mediating role of emotion regula-tion strategies.Methods:A total of 96 patients with ADHD meeting the diagnostic criteria of the American Diagnos-tic and Statistical Manual of Mental Disorders,Fourth Edition(DSM-Ⅳ)were enrolled,48 of whom had comorbid BPD.Impulsivity was assessed with the Barratt Impulse Scale(BIS)and the impulse control difficulty dimensions of Emotional Regulation Difficulty Scale(DERS).Emotion regulation strategies were evaluated with the Emotion Regulation Questionnaire(ERQ).Results:No significant differences were found between the ADHD with and with-out BPD group in cognitive impulsivity,motor impulsivity,or non-planning impulsivity as assessed with the BIS(Ps>0.05).However,the ADHD with BPD group showed higher scores on the DERS impulse control difficulty subscale(P<0.001)and less frequent use of cognitive reappraisal strategies(P<0.001).Cognitive reappraisal partially mediated the relationship between ADHD with BPD and impulse control difficulties,with an effect size of 25.9%.Conclusion:ADHD patients comorbid with BPD exhibit heightened emotional impulsivity,which might be partially mediated by reduced use of cognitive reappraisal.
10.Design, synthesis and biological evaluation of a novel class of indazole-containing compounds with potent anti-influenza activities targeting the PA-PB1 interface.
Yun-Sang TANG ; Chao ZHANG ; Jing XU ; Haibo ZHANG ; Zhe JIN ; Mengjie XIAO ; Nuermila YILIYAER ; Er-Fang HUANG ; Xin ZHAO ; Chun HU ; Pang-Chui SHAW
Acta Pharmaceutica Sinica B 2025;15(6):3163-3180
The PA-PB1 interface of the influenza polymerase is an attractive site for antiviral drug design. In this study, we designed and synthesized a mini-library of indazole-containing compounds based on rational structure-based design to target the PB1-binding interface on PA. Biological evaluation of these compounds through a viral yield reduction assay revealed that compounds 27 and 31 both had a low micromolar range of the half maximal effective concentration (EC50) values against A/WSN/33 (H1N1) (8.03 μmol/L for 27; 14.6 μmol/L for 31), while the most potent candidate 24 had an EC50 value of 690 nM. Compound 24 was effective against different influenza strains including a pandemic H1N1 strain and an influenza B strain. Mechanistic studies confirmed that compound 24 bound PA with a K d which equals to 1.88 μmol/L and disrupted the binding of PB1 to PA. The compound also decreased the lung viral titre in mice. In summary, we have identified a potent anti-influenza candidate with potency comparable to existing drugs and is effective against different viral strains. The therapeutic options for influenza infection have been limited by the occurrence of antiviral resistance, owing to the high mutation rate of viral proteins targeted by available drugs. To alleviate the public health burden of this issue, novel anti-influenza drugs are desired. In this study, we present our discovery of a novel class of indazole-containing compounds which exhibited favourable potency against both influenza A and B viruses. The EC50 of the most potent compounds were within low micromolar to nanomolar concentrations. Furthermore, we show that the mouse lung viral titre decreased due to treatment with compound 24. Thus our findings identify promising candidates for further development of anti-influenza drugs suitable for clinical use.

Result Analysis
Print
Save
E-mail