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.Role of naringenin in the prevention and treatment of autoimmune hepatitis and its molecular mechanism
Changwen LIN ; Qiuyi REN ; Mengjie ZHENG ; Huan YAN ; Jia LI ; Jiaxin FENG ; Haiying LIN ; Faming SHU ; Xiaoling ZHOU ; Dewen MAO ; Fuli LONG
Journal of Clinical Hepatology 2026;42(6):1419-1425
Autoimmune hepatitis (AIH) is a chronic inflammatory liver disease mediated by T lymphocytes, and it can progress to liver cirrhosis or even liver failure without timely intervention. As a natural flavonoid compound, naringenin (NAR) shows a potential value in the prevention and treatment of AIH through multiple mechanisms such as remodeling immune homeostasis, targeted inhibition of inflammatory pathways, antioxidation, regulating hepatocyte metabolism and apoptosis, improving mitochondrial function, and regulating intestinal flora. However, the clinical translation and application of NAR is limited by issues such as low bioavailability and insufficient efficiency of liver-targeted delivery. This article systematically reviews the mechanism of action of NAR in the prevention and treatment of AIH, explores the potential signaling pathways involved in this process, and analyzes existing challenges in its translation and application and future research directions, so as to provide a reference for further research on NAR and its application in the prevention and treatment of AIH.
3.Preclinical mouse models for studying cholangiocarcinoma
Shanru Yang ; Chaodi Bao ; Yuan Li ; Yangxiang Ou ; Yifan Jiang ; Wenjie Xu ; Dongfang Zheng ; Na Li ; Mengjie Yang ; Fuyan Wang ; Xin Hou
Liver Research 2026;10(1):22-34
Cholangiocarcinoma (CCA) is a malignancy characterized by tumor cells originating in the liver or bile ducts, exhibiting features of cholangiocyte differentiation. It poses a significant clinical challenge due to the limited diagnostic and therapeutic options available. Robust animal models are essential for advancing our understanding of CCA pathogenesis and developing effective treatments. This review provides a comprehensive overview of CCA mouse models, highlighting various approaches, including chemical induction, genetically engineered models, and tumor xenografts. Each model is discussed in terms of its establishment techniques, pathological characteristics, and research significance, with a focus on intrahepatic CCA. Chemical induction models, such as diethylnitrosamine- and azoxymethane-induced models, offer insights into tumorigenesis processes, whereas genetically modified models involving alterations in key genes such as Kirsten rat sarcoma viral oncogene homolog, tumor protein 53, and isocitrate dehydrogenase serve as important tools for studying the molecular mechanisms underlying CCA. Xenograft models, including patient-derived xenografts, bridge the gap between experimental research and clinical applications, allowing for precise therapeutic evaluations. By comparing these models, this review underscores their respective advantages and limitations, paving the way for future studies aiming to optimize and innovate CCA modeling strategies.
4.Hysteroscopy improves the pregnancy outcomes following fresh embryo transfer in patients with FIGO Type Ⅱ and Ⅲ uterine fibroids diagnosed by ultrasound
Mengjie FAN ; Liying WANG ; Hua ZHANG ; Shuo YANG ; Caihong MA ; Rong LI
Chinese Journal of Reproduction and Contraception 2025;45(10):1032-1037
Objective:To investigate the impact of hysteroscopic surgery on fresh embryo transfer outcomes in patients with transvaginal ultrasound-diagnosed FIGO Type Ⅱ/Ⅲ uterine fibroids that may affect the uterine cavity morphology, providing a reference for clinical practice.Methods:A retrospective cohort study was performed to analyze the clinical data of 346 patients who visited the Reproductive Medicine Center, Department of Obstetrics and Gynecology, Peking University Third Hospital between January 2020 and December 2022, with transvaginal ultrasound findings indicating uterine fibroids adjacent to or protruding into the uterine cavity (FIGO Type Ⅱ, Ⅲ) and who underwent fresh embryo transfer. Patients were divided into two groups based on whether hysteroscopic surgery were performed: the hysteroscopic surgery group ( n=237, the group that underwent hysteroscopy before embryo transfer) and the non-surgery group ( n=109, the group that proceeded directly to embryo transfer without hysteroscopy). Basic patient characteristics and pregnancy outcomes were compared between the two groups. Multivariate logistic regression analysis was used to identify factors influencing clinical pregnancy rate and live birth rate. Results:The baseline characteristics showed no statistically significant differences between the two groups. The clinical pregnancy rate [44.3% (105/237)] and the live birth rate [32.5% (77/237)] following fresh embryo transfer in the hysteroscopic surgery group were significantly higher than those in the non-surgery group [31.2% (34/109), P=0.021; 18.3% (20/109), P=0.007], whereas the pregnancy loss rate showed no significant difference. Stratified analysis by age revealed that for patients aged <35 years, the clinical pregnancy rate [62.1% (54/87)] and the live birth rate [51.7% (45/87)] in fresh embryo transfer cycles were significantly higher in the hysteroscopic surgery group compared with the non-surgery group [30.8% (12/39), P=0.001; 25.6% (10/39), P=0.006]. Multivariate logistic regression analysis further confirmed that hysteroscopic surgery was an independent factor influencing live birth rate ( OR=2.128, 95% CI: 1.152-3.930, P=0.016). Among patients aged <35 years, hysteroscopic surgery was an influencing factor of both clinical pregnancy rate ( OR=4.222, 95% CI: 1.745-10.215, P=0.001) and live birth rate ( OR=3.449, 95% CI: 1.436-8.282, P=0.006). Conclusion:For infertile patients with ultrasound findings of uterine fibroids adjacent to or protruding into the uterine cavity, especially younger patients, hysteroscopy is recommended. It can improve pregnancy outcomes of fresh embryo transfer, increasing both the clinical pregnancy rate and the live birth rate.
5.Application of a new type of lung body projection flashlight for percussion back in patients with cerebral hemorrhage
Yuxing CHEN ; Mengjie CHEN ; Qiaoyan JU ; Chunhua LI ; Jiadong QIAN ; Yunfeng XU
Chinese Journal of Practical Nursing 2025;41(19):1465-1471
Objective:To observe the clinical effect of the new type of lung body projection flashlight for percussion back in patients with cerebral hemorrhage, so as to promote patient lung rehabilitation, reduce pulmonary complications, and improve prognosis.Methods:Adopting a randomized controlled trial method, a total of 102 patients with cerebral hemorrhage who were hospitalized in the Department of Neurosurgery of The First Hospital of Jiaxing from January 2022 to December 2023 and their caregivers were selected as the research objects by convenience sampling method. The patients were divided into the control group (51 cases) and the observation group (51 cases) by the random number table method. The control group received traditional back tapping on the basis of routine nursing and back tapping guidance. The observation group used a new type of lung body projection flashlight for percussion back to assist in back tapping nursing and health guidance on the basis of routine nursing.The incidence of pulmonary infection, white blood cell count, levels of hypersensitive C-reactive protein and procalcitonin, the quality of discharge guidance, the scores of satisfaction of patients, and the assessment score of caregivers′ percussion back skills were evaluated in the two groups.Results:Finally, a total of 49 patients were enrolled in the observation group, including 38 males and 11 females, aged (67.08 ± 11.05) years old. A total of 49 patients were enrolled in the control group, including 31 males and 18 females, aged (68.84 ± 10.46) years old. There were 8 males and 41 females, aged (58.00 ± 8.17) years old in the caregivers of the observation group. There were 6 males and 43 females, aged (57.57 ± 9.15) years old in the caregivers of the observation group. The incidence of pulmonary infection in the observation group was 28.6% (14/49), which was lower than that in the control group 32.7% (16/49), and the difference was not statistically significant ( P>0.05). There was no significant difference in the level of white blood cell count, hypersensitive C-reactive protein and procalcitonin between the two groups when the time of pulmonary infection was diagnosed and after 2 weeks of treatment ( P>0.05). The levels of white blood cell count, hypersensitive C-reactive protein and procalcitonin after 1 week of treatment were (7.97 ± 1.30)×10 9/L, (30.71 ± 11.96) mg/L, 0.04(0.02, 0.07) μg/L in the observation group, which were all lower than those in the control group (9.46 ± 2.16) × 10 9/L, (58.34 ± 48.96) mg/L, 0.09(0.04, 0.20) μg/L, and the differences were statistically significant ( t=5.06, 4.22, Z=1.98, all P<0.05). The total score of discharge guidance quality, obtained content, guidance skills and effect scores were (134.94 ± 7.34), (47.80 ± 2.86), (87.14 ± 5.98) points in the observation group, which were significantly higher than those in the control group (117.04 ± 7.04), (39.80 ± 3.15), (77.24 ± 5.60) points, and the differences were statistically significant ( t=12.32, 13.15, 8.46, all P<0.05). The scores of the satisfaction of patients including six aspects(operation convenience, precise positioning, goal orientation, operation specification, nursing confidence and mission satisfaction) in the observation group were 91.84%(45/49), 95.92%(47/49), 91.84%(45/49), 93.88%(46/49), 91.84%(45/49), 97.96%(48/49), which were higher than those in the control group 73.47%(36/49), 57.14%(28/49), 53.06%(26/49), 67.35%(33/49), 73.47%(36/49), 81.63%(40/49), and the differences were statistically significant ( χ2 values were 5.76-20.51, all P<0.05). The assessment score of percussion skills of caregivers in the observation group was (79.55 ± 3.98) points, which was significantly higher than that in the control group (75.35 ± 4.94) points, and the difference was statistically significant ( t=4.64, P<0.05). Conclusions:The clinical application of the new type of lung body projection flashlight for percussion back in patients with cerebral hemorrhage can achieve accurate and standardized percussion back to promote the improvement of pulmonary infection and improve the skill level of caregivers of cerebral hemorrhage patients, as well as improve the quality of discharge guidance and the satisfaction of patients.
6.Trajectories of executive function development and its neural mechanisms in patients with attention deficit hyperactivity disorder
Ruilin JIN ; Jiaqi ZHOU ; Teng ZHU ; Jiayun YU ; Wanying ZHENG ; Hanlin LI ; Mengjie ZHANG ; Xiaolei CEN ; Chuang YANG
Chinese Journal of Behavioral Medicine and Brain Science 2025;34(3):277-282
Executive function(EF) is an advanced cognitive function of the central nervous system, and is closely related to an individual's capacity for daily living and adaptation. Patients with attention deficit hyperactivity disorder (ADHD) typically exhibit significant executive dysfunction. While most existing studies on the executive function of individuals with ADHD are cross-sectional, and little is known about the longitudinal maturation process of related brain structures and functional connectivity patterns. The findings indicate that ADHD patients exhibit differential developmental trajectories in brain structural and functional connectivity compared with typically developing group.Furthermore, there is a lifespan association between abnormal brain network development and ADHD symptoms. This article aims to elucidate the characteristics of executive function deficits in ADHD patients across different developmental stages, examining their relationship with the nervous system’s development from a development perspective.
7.SAE1 promotes tumor cell malignancy via SUMOylation and liquid-liquid phase separation facilitated nuclear export of p27.
Ling WANG ; Jie MIN ; Jinjun QIAN ; Xiaofang HUANG ; Xichao YU ; Yuhao CAO ; Shanliang SUN ; Mengying KE ; Xinyu LV ; Wenfeng SU ; Mengjie GUO ; Nianguang LI ; Shiqian QI ; Hongming HUANG ; Chunyan GU ; Ye YANG
Acta Pharmaceutica Sinica B 2025;15(4):1991-2007
Most cancers are currently incurable, partly due to abnormal post-translational modifications (PTMs). In this study, we initially used multiple myeloma (MM) as a working model and found that SUMOylation activating enzyme subunit 1 (SAE1) promotes the malignancy of MM. Through proteome microarray analysis, SAE1 was identified as a potential target for bioactive colcemid or its derivative colchicine. Elevated levels of SAE1 were associated with poor clinical survival and increased MM proliferation in vitro and in vivo. Additionally, SAE1 directly SUMOylated and upregulated the total protein expression of p27, leading to LLPS-mediated nuclear export of p27. Our study also demonstrated the involvement of SAE1 in other types of cancer cells, and provided the first monomer crystal structure of SAE1 and its key binding model with colchicine. Colchicine also showed promising results in the Patient-Derived Tumor Xenograft (PDX) model. Furthermore, a controlled clinical trial with 56 MM patients demonstrated the clinical efficacy of colchicine. Our findings reveal a novel mechanism by which tumor cells evade p27-induced cellular growth arrest through p27 SUMOylation-mediated nuclear export. SAE1 may serve as a promising therapeutic target, and colchicine may be a potential treatment option for multiple types of cancer in clinical settings.
8.Author Correction: LIMP-2 enhances cancer stem-like cell properties by promoting autophagy-induced GSK3β degradation in head and neck squamous cell carcinoma.
Yuantong LIU ; Shujin LI ; Shuo WANG ; Qichao YANG ; Zhizhong WU ; Mengjie ZHANG ; Lei CHEN ; Zhijun SUN
International Journal of Oral Science 2025;17(1):26-26
9.Isorhamnetin Alleviates Inflammation-Induced Crosstalk between Kynurenine Pathway and Gut Microbiota in Depressed Mice
Mengjie XU ; Wei HE ; Ke YAN ; Xinru GAO ; Jun LI ; Dongyue XU ; Jiao XIAO ; Tingxu YAN
Biomolecules & Therapeutics 2025;33(2):297-310
Depression is a widespread psychiatric disorder with complex pathogenesis and unsatisfactory therapeutic effects. As a native flavonoid, Isorhamnetin (ISO) has been deemed to exert neuroprotective effects by antioxidation and regulation of immunity. However, no reports of anti-depressed effect of ISO have yet been found. The present study was conducted to clarify the mechanism basis of anti-depressed effect of ISO utilizing behavioral, biochemical, molecular approaches in vitro and in vivo and bio-informatics analysis. The effects of ISO on depressed mice was investigated through the SPT and FST, and the lesions were examined by H&E staining. Besides, the inflammatory factor and indicator in kynurenine pathway were assessed through detection kits, and the microbiota were checked by 16sRNA. Molecular docking study was performed to investigate the target of ISO. Additionally, Western blot was used to test the activation of PI3K/AKT signaling pathway. The results indicated that ISO could enhance the sugar water preference of mice in SPT and reduce immobility time in FST. Further more, ISO suppressed peripheral and central inflammation, regulated the changes in kynurenine pathway and gut microbiota, inhibited activation of PI3K/AKT pathway, and presented good binding patterns with target proteins on PI3K/AKT signaling pathway. Collectively, these findings demonstrate that ISO alleviated depression-like behaviour by normalizing inflammation-induced dysregulation of the crosstalk between KP and gut microbiota disorder through regulated PI3K/AKT/NF-κB pathway.
10.Prenatal Screening and Genetic Analysis of Fetal Aberrant Right Subclavian Ar-tery
Mengjie ZHU ; Haiyan TANG ; Yanyan LI ; Yongyan CHU ; Lilu NONG ; Libing LUO ; Ting ZENG ; Xiaoying DAI ; Shengmou LIN
Journal of Practical Obstetrics and Gynecology 2025;41(6):508-513
Objective:To investigate the clinical significance of prenatal screening and genetic analysis in the diagnosis of fetal aberrant right subclavian artery(ARSA).Methods:The ultrasonographic features of ARSA fetu-ses detected by prenatal ultrasound at the University of Hong Kong-Shenzhen Hospital from October 2017 to March 2022 were retrospectively analyzed.The fetuses were divided into isolated ARSA group and complicated ARSA group.Their genetic analysis results and pregnancy outcome were analyzed.Results:Among 30,260 preg-nant women,185 fetuses were diagnosed with ARSA by prenatal ultrasound screening,with an incidence of 0.6%;5 fetuses(2.6%)were diagnosed by ultrasound in the first trimester,and the remaining were diagnosed by fetal grade Ⅲ structural ultrasound examination at 20~24 weeks' gestation.Among them,158 fetuses(85.4%)had isolated ARSA,and 27(14.6%)had complicated ARSA.Among fetuses with ARSA and other structural abnormal-ities,cardiovascular system accounted for the highest proportion(44.4%),followed by nervous system(22.2%)and urinary system(22.2%).Through genetic analysis,8.3%(4/48)fetuses with isolated ARSA and 40.0%(4/10)fetuses with complicated ARSA were found to have chromosomal numerical or structural abnormalities,with statis-tically significant difference between the two groups(P=0.024).Genetic analysis was completed in 48 isolated ARSA,and the positive rate of pathogenic copy number variants(CNV)was 4.2%(2/48),which was not signifi-cantly different from the pathogenic CNV incidence rate of 0.4%(1/239)in elderly pregnant cases during the same period(P=0.074).The Down syndrome positive likelihood ratio(LR+)for isolated ARSA was 2.5 and the Down syndrome LR+for complicated ARSA was 49.6.Conclusions:Complicated ARSA is often associated with cardiovascular abnormalities and is more likely to develop Down syndrome than isolated ARSA.Although the inci-dence of pCNV in isolated ARSA is slightly higher than the natural incidence,the correlation between pCNV and i-solated ARSA has not been clearly determined by the current sample size.


Result Analysis
Print
Save
E-mail