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.Key Information Research and Modern Clinical Application of Xiaofengsan
Weilu NIU ; Mengjie YANG ; Chengqi LYU ; Cuicui SHEN ; Ningli WANG ; Huangchao JIA ; Liyun WANG ; Xuewei LIU ; Mingsan MIAO ; Xiaomeng WANG
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(1):238-249
Employing bibliometric methods and adhering to principles of textual research, this study systematically investigated prescription source, formula name, composition evolution, dose evolution, origin, processing, ancient and modern applications of Xiaofengsan. Xiaofengsan, also known as Renshen Xiaofengsan and Chantui Xiaofengsan, was first recorded in the Taiping Huimin Hejijufang(hereafter referred to as Jufang) of the Southern Song dynasty. The formula composition included Schizonepetae Spica, Glycyrrhizae Radix et Rhizoma, Chuanxiong Rhizoma, Notoptery Rhizoma et Radix, Bombyx Batryticatus, Saposhnikoviae Radix, Poria, Cicadae Periostracum, Pogostemonis Herba, Ginseng Radix et Rhizoma, Magnoliae Officinalis Cortex and Citri Reticulatae Pericarpium, a total of 12 medicinal materials. In terms of the evolution of formula composition, formulas across dynasties largely aligned with those recorded in Jufang, with only minor variations in application. The results of the formula dosage research indicated that one dose of medication in Jufang corresponded to the following modern dosages:Schizonepetae Spica of 82.6 g, Glycyrrhizae Radix et Rhizoma of 82.6 g, Chuanxiong Rhizoma of 82.6 g, Notoptery Rhizoma et Radix of 82.6 g, Bombyx Batryticatus of 82.6 g, Saposhnikoviae Radix of 82.6 g, Poria of 82.6 g, Cicadae Periostracum of 82.6 g, Pogostemonis Herba of 82.6 g, Ginseng Radix et Rhizoma of 82.6 g, Magnoliae Officinalis Cortex of 20.65 g and Citri Reticulatae Pericarpium of 20.65 g, the origins of all the constituent drugs were consistent with the 2020 edition of Pharmacopoeia of the People's Republic of China. The results of the investigation into the decoction method indicated that the aforementioned drugs should be finely ground into powder(pass through the No.5 sieve), and 8.26 g was taken for each dose, which was taken with the clear liquid obtained by steeping tea leaves in boiling water for several minutes. This mixture was administered three times daily, 30 min after meals. The ancient functional indications of this formula mainly involved dispelling wind-heat, eliminating pathogenic factors and regulating the middle Jiao. It primarily treated all wind-heat syndromes manifesting as skin diseases, predominantly affecting the upper body, especially the head and face. The diseases involved in modern applications were mostly dermatological diseases, including urticaria, eczema, atopic dermatitis and others. In this paper, by combing the relevant ancient literature, the key information of Xiaofengsan was textual researched, in order to provide reference for the modern application and development of this formula.
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.Ethical considerations of using the deceased as medical research subjects
Zhaolong LU ; Xiaoyun CHEN ; Yongchuan CHEN ; Mengjie YANG ; Qiang LIU ; Hui JIANG ; Zhonglin CHEN
Chinese Medical Ethics 2025;38(11):1447-1452
The relevant laws and regulations regarding the utilization of the deceased as medical research subjects are not yet fully developed in China nowadays. Taking the deceased as research subjects as a starting point, this paper discussed the definition of the deceased and the scope of their interest protection from multiple perspectives. It posited that the scope of interest protection for the deceased encompassed two components: spiritual personality interests and material personality interests represented by the remains. The spiritual personality interests of the deceased included identification information such as name, portrait, reputation, honor, privacy, and personal information, as well as medical and health information. The personal information of the deceased was not directly affected by the individual’s life and death status and remained relatively independent. In terms of ethical review, the research team approached from two perspectives: the remains and the personal information of the deceased. Based on the standard of whether the research subjects involve a human body, research with the remains of the deceased as the medical research subjects was classified as non-clinical research. According to the standard of whether a human body is clinically operated, research with the personal information of the deceased (including medical and health information) as the medical research subjects was recognized as clinical research without human research operation. This approach provided evidence for the application of existing laws and regulations in ethical review and record management. The ethical review of investigator-initiated clinical research conducted in medical and health institutions, as well as the regulatory conditions for exemption from ethical review, were examined. The forms, content, and acquisition of informed consent were summarized, and the risk-benefit characteristics of the research activity were evaluated, with a view to providing a basis for the smooth and compliant implementation of research activities involving the deceased as medical research subjects.
5.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.
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.Progress on diagnosis and treatment of metastatic vulval Crohn's disease
Mengjie LU ; Xinyi TANG ; Shuangshuang HAN ; Can WANG ; Lichao QIAO ; Bolin YANG
Chinese Journal of Inflammatory Bowel Diseases 2025;09(2):149-153
Metastatic Crohn's disease (MCD) represents one of the rare cutaneous extraintestinal manifestations in patients with Crohn's disease. The genital area, particularly the vulva in females, is the most commonly affected site in MCD. However, clinical cases of metastatic vulval Crohn's disease (MVCD) are relatively scarce, and the symptoms often lack specificity, making differential diagnosis challenging. This article aims to summarize the clinical characteristics, diagnostic approaches, and treatment modalities of MVCD, thereby providing a reference for the clinical management of this condition.
10.Current status and application advances in experimental models of idiopathic pulmonary fibrosis
Mengjie ZHU ; Wenjun DING ; Tianzhao FENG ; Yan YANG
Acta Laboratorium Animalis Scientia Sinica 2025;33(10):1522-1530
Idiopathic pulmonary fibrosis(IPF)is a fatal interstitial lung disease characterized by progressive scarring of the lung parenchyma,often result ing in death from respiratory failure in its terminal stages,with a median survival of only 3 to 5 years.Experimental models are essential tools for investigating the pathogenesis of IPF,screening potential drugs,and evaluating therapeutic efficacy.In addition to animal and cell models,the recent development of precision medicine and multi-omics technologies has increased attention on the need to establish models that integrate traditional Chinese medicine(TCM)syndromes with disease patterns,as well as emerging organoid models.IPF experimental models have evolved from simulating a single pathological aspect to multidimensional models that integrate genetic heterogeneity,microenvironment interactions,and the TCM pathophysiological mechanisms of"phlegm,stasis,deficiency,and collateral damage".This systematic review considers the strategies used to construct IPF experimental models,the detection indicators,TCM syndrome research,and evaluation systems,with the aim of providing a reference for IPF-related research.


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