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.Pathogenesis and treatment strategies for infectious keratitis: Exploring antibiotics, antimicrobial peptides, nanotechnology, and emerging therapies.
Man YU ; Ling LI ; Yijun LIU ; Ting WANG ; Huan LI ; Chen SHI ; Xiaoxin GUO ; Weijia WU ; Chengzi GAN ; Mingze LI ; Jiaxu HONG ; Kai DONG ; Bo GONG
Journal of Pharmaceutical Analysis 2025;15(9):101250-101250
Infectious keratitis (IK) is a leading cause of blindness worldwide, primarily resulting from improper contact lens use, trauma, and a compromised immune response. The pathogenic microorganisms responsible for IK include bacteria, fungi, viruses, and Acanthamoeba. This review examines standard therapeutic agents for treating IK, including broad-spectrum empiric antibiotics for bacterial keratitis (BK), antifungals such as voriconazole and natamycin for fungal infections, and antiviral nucleoside analogues for viral keratitis (VK). Additionally, this review discusses therapeutic agents, such as polyhexamethylene biguanide (PHMB), for the treatment of Acanthamoeba keratitis (AK). The review also addresses emerging drugs and the challenges associated with their clinical application, including anti-biofilm agents that combat drug resistance and nuclear factor kappa-B (NF-κB) pathway-targeted therapies to mitigate inflammation. Furthermore, methods of Photodynamic Antimicrobial Therapy (PDAT) are explored. This review underscores the importance of integrating novel and traditional therapies to tackle drug resistance and enhance drug delivery, with the goal of advancing treatment strategies for IK.
3.Exploring the research paradigm of"disease-syndrome-prescription"in traditional Chinese medicine based on the formula-syndrome scientific connotation of Xiaoyao Powder
Wenzhi HAO ; Xiaojuan LI ; Feifei XUE ; Jiaxu CHEN
Journal of Beijing University of Traditional Chinese Medicine 2025;48(7):889-895
As the defining characteristic and essence of traditional Chinese medicine(TCM),the integration of disease and syndrome,along with the correlation between syndrome and prescription,forms the foundation for syndrome differentiation and treatment,and guides the clinical diagnosis and treatment practice of TCM.However,key scientific questions remain unresolved regarding the"disease-syndrome-prescription"framework,particularly the biological basis of diseases and syndromes,the active pharmacodynamic constituents of compound formulas,and their mechanism of action.Furthermore,a systematic paradigm for investigating"disease-syndrome-prescription"relationships has not been established,restricting the innovation and development of TCM theory and practice.Xiaoyao Powder,which was first described in a medical book named Taiping Huimin Heji Ju Fang written during the Song Dynasty of China,disperses stagnated liver qi for relieving qi stagnation,thus nourishing the blood and strengthening the spleen,making it a representative prescription for addressing depression due to liver qi stagnation and spleen deficiency under the guidance of correspondence between syndrome and prescription.Therefore,base on the combination of disease and syndrome,and correspondence between syndrome and prescription,investigating the formula-syndrome scientific connotation of Xiaoyao Powder and exploring the research paradigm for the"disease-syndrome-prescription"can provide insights into TCM theory from the perspective of modern science.
4.Bidirectional modulation of depression disorder through the hypothalamic-pituitary-adrenal axis and gut-brain axis from the perspective of simultaneous treatment of the liver and spleen
Nan NAN ; Wenzhi HAO ; Lin LI ; Yueyun LIU ; Jiaxu CHEN
Journal of Beijing University of Traditional Chinese Medicine 2025;48(7):896-902
As a major global public health concern,the incidence of depression disorder is increasing annually.The pathological mechanism of depression involves bidirectional dysregulation between the hypothalamic-pituitary-adrenal(HPA)and gut-brain axes.According to traditional Chinese medicine(TCM),the liver controls conveyance and dispersion,the spleen governs transportation and transformation,and both jointly maintain the balance between ascending and descending qi movement and zang fu viscera function in the body.Liver qi stagnation and spleen deficiency result in qi movement disorder and a lack of source qi and blood,leading to depression induced by malnutrition of heart spirit.As a classic prescription for soothing the liver,invigorating the spleen,and replenishing blood,Xiaoyao Powder is used to reinforce healthy qi and eliminate pathogenic factors.Xiaoyao Powder not only regulates the"yin in property of liver"but also strengthens the"ascending and descending"of the spleen.As commonly used by ancient and modern physicians,also indirectly inhibits HPA axis upregulation and improves depression-related gastrointestinal dysfunction.This paper systematically expounds the multi-dimensional mechanism of Xiaoyao Powder in treating depression through the two-way regulation of the HPA-gut-brain axis.It reveals the therapeutic characteristics of"multi-component and multi-target"in TCM to provide a novel theoretical basis for the modernization of TCM and the treatment of depression by combining TCM and Western medicine.
5.Etiology,pathogenesis,syndrome differentiation,and treatment of neuro-endocrine-immune system imbalance in depression based on the"excessive vitality leading to restraint and counter-regulation(Kang Hai Cheng Zhi)"theory
Jiaxi TONG ; Yidi WANG ; Aixin LI ; Yanru SUN ; Wenzhi HAO ; Zhe XUE ; Yueyun LIU ; Yueyue CHEN ; Jiaxu CHEN
Journal of Beijing University of Traditional Chinese Medicine 2025;48(7):903-908
Depression is closely associated with a neuro-endocrine-immune(NEI)system imbalance.The"excessive vitality leading to restraint and counter-regulation(Kang Hai Cheng Zhi)"theory elucidates the self-regulating mechanism for maintaining dynamic equilibrium in the body,and serves as an importance principle guiding treatment formulation and medication selection.Based on the correlation between NEI system imbalance and the traditional Chinese medicine pathogenesis of depression,and integrating the"Kang Hai Cheng Zhi"theory,the author posits that the pathogenesis of depression lies in overactive liver invading spleen,earth dampness impeding wood′s ascendancy,and disharmony between body and mind,as well as imbalance in storage and discharge functions of liver and kidney,disharmony between Yin and Yang,and disrupted counter-regulation.This dosely aligns with two key pathological methanisms at the micro level:microglial-limbic system homeostatic imbalance and hypothalamic-pituitary-adrenal axis-inflammatory circuit dysregulation.Clinically,the treatment principle for depression adheres to supporting the counter-regulation to restrain excess,with herbal interventions using strategies such as restraining wood to support earth,dredging earth to unblock wood,and harmonizing pivotal functions,as well as nourishing water to nurture wood,warming kidney to tonify liver,and relieving depression to calm the spirit.These approaches aim to regulate the liver,spleen,and kidney,embodying the core therapeutic tenet of"striving for equilibrium,"thereby restoring the body′s self-regulating capability.
6.Exploring the research paradigm of"disease-syndrome-prescription"in traditional Chinese medicine based on the formula-syndrome scientific connotation of Xiaoyao Powder
Wenzhi HAO ; Xiaojuan LI ; Feifei XUE ; Jiaxu CHEN
Journal of Beijing University of Traditional Chinese Medicine 2025;48(7):889-895
As the defining characteristic and essence of traditional Chinese medicine(TCM),the integration of disease and syndrome,along with the correlation between syndrome and prescription,forms the foundation for syndrome differentiation and treatment,and guides the clinical diagnosis and treatment practice of TCM.However,key scientific questions remain unresolved regarding the"disease-syndrome-prescription"framework,particularly the biological basis of diseases and syndromes,the active pharmacodynamic constituents of compound formulas,and their mechanism of action.Furthermore,a systematic paradigm for investigating"disease-syndrome-prescription"relationships has not been established,restricting the innovation and development of TCM theory and practice.Xiaoyao Powder,which was first described in a medical book named Taiping Huimin Heji Ju Fang written during the Song Dynasty of China,disperses stagnated liver qi for relieving qi stagnation,thus nourishing the blood and strengthening the spleen,making it a representative prescription for addressing depression due to liver qi stagnation and spleen deficiency under the guidance of correspondence between syndrome and prescription.Therefore,base on the combination of disease and syndrome,and correspondence between syndrome and prescription,investigating the formula-syndrome scientific connotation of Xiaoyao Powder and exploring the research paradigm for the"disease-syndrome-prescription"can provide insights into TCM theory from the perspective of modern science.
7.Bidirectional modulation of depression disorder through the hypothalamic-pituitary-adrenal axis and gut-brain axis from the perspective of simultaneous treatment of the liver and spleen
Nan NAN ; Wenzhi HAO ; Lin LI ; Yueyun LIU ; Jiaxu CHEN
Journal of Beijing University of Traditional Chinese Medicine 2025;48(7):896-902
As a major global public health concern,the incidence of depression disorder is increasing annually.The pathological mechanism of depression involves bidirectional dysregulation between the hypothalamic-pituitary-adrenal(HPA)and gut-brain axes.According to traditional Chinese medicine(TCM),the liver controls conveyance and dispersion,the spleen governs transportation and transformation,and both jointly maintain the balance between ascending and descending qi movement and zang fu viscera function in the body.Liver qi stagnation and spleen deficiency result in qi movement disorder and a lack of source qi and blood,leading to depression induced by malnutrition of heart spirit.As a classic prescription for soothing the liver,invigorating the spleen,and replenishing blood,Xiaoyao Powder is used to reinforce healthy qi and eliminate pathogenic factors.Xiaoyao Powder not only regulates the"yin in property of liver"but also strengthens the"ascending and descending"of the spleen.As commonly used by ancient and modern physicians,also indirectly inhibits HPA axis upregulation and improves depression-related gastrointestinal dysfunction.This paper systematically expounds the multi-dimensional mechanism of Xiaoyao Powder in treating depression through the two-way regulation of the HPA-gut-brain axis.It reveals the therapeutic characteristics of"multi-component and multi-target"in TCM to provide a novel theoretical basis for the modernization of TCM and the treatment of depression by combining TCM and Western medicine.
8.Etiology,pathogenesis,syndrome differentiation,and treatment of neuro-endocrine-immune system imbalance in depression based on the"excessive vitality leading to restraint and counter-regulation(Kang Hai Cheng Zhi)"theory
Jiaxi TONG ; Yidi WANG ; Aixin LI ; Yanru SUN ; Wenzhi HAO ; Zhe XUE ; Yueyun LIU ; Yueyue CHEN ; Jiaxu CHEN
Journal of Beijing University of Traditional Chinese Medicine 2025;48(7):903-908
Depression is closely associated with a neuro-endocrine-immune(NEI)system imbalance.The"excessive vitality leading to restraint and counter-regulation(Kang Hai Cheng Zhi)"theory elucidates the self-regulating mechanism for maintaining dynamic equilibrium in the body,and serves as an importance principle guiding treatment formulation and medication selection.Based on the correlation between NEI system imbalance and the traditional Chinese medicine pathogenesis of depression,and integrating the"Kang Hai Cheng Zhi"theory,the author posits that the pathogenesis of depression lies in overactive liver invading spleen,earth dampness impeding wood′s ascendancy,and disharmony between body and mind,as well as imbalance in storage and discharge functions of liver and kidney,disharmony between Yin and Yang,and disrupted counter-regulation.This dosely aligns with two key pathological methanisms at the micro level:microglial-limbic system homeostatic imbalance and hypothalamic-pituitary-adrenal axis-inflammatory circuit dysregulation.Clinically,the treatment principle for depression adheres to supporting the counter-regulation to restrain excess,with herbal interventions using strategies such as restraining wood to support earth,dredging earth to unblock wood,and harmonizing pivotal functions,as well as nourishing water to nurture wood,warming kidney to tonify liver,and relieving depression to calm the spirit.These approaches aim to regulate the liver,spleen,and kidney,embodying the core therapeutic tenet of"striving for equilibrium,"thereby restoring the body′s self-regulating capability.
9.An insight into the mechanism of iron overload in knee osteoarthritis under the theory of blood stasis
Jiaxu ZENG ; Qi HE ; Bohao CHEN ; Miao LI ; Shaocong LI ; Junzheng YANG ; Zhaofeng PAN ; Haibin WANG
Chinese Journal of Tissue Engineering Research 2024;28(11):1743-1748
BACKGROUND:Knee osteoarthritis is a common disease in middle-aged and elderly people.It is a kind of disease that seriously affects the quality of life of patients and even has the risk of disability.Therefore,the pathogenesis and treatment of knee osteoarthritis have become the focus of research.In Chinese medicine,knee osteoarthritis is often treated as"biness,"which is closely related to"biness"caused by blood stasis and blood vessels blocking collaterals in the theory of"blood stasis"in traditional Chinese medicine.Iron overload is a kind of pathological state caused by iron metabolism disorder,which highly coincides with the pathogenic characteristics and clinical manifestations of the"blood stasis"theory of traditional Chinese medicine,and is a risk factor that promotes the development of knee osteoarthritis. OBJECTIVE:Based on the"blood stasis"theory,to summarize the effects of iron overload on cartilage metabolism and subchondral bone reconstruction,to lay a new theoretical foundation for the treatment of knee osteoarthritis with traditional Chinese medicine,and to explore the therapeutic effect of traditional Chinese medicine for promoting blood circulation after interfering with bone tissue. METHODS:CNKI,WanFang database,PubMed and Web of Science databases were searched for relevant literature.The Chinese search terms were"ferroptosis,iron,iron overload,osteoarthritis,blood stasis"and the English search terms were"ferroptosis,iron,iron overload,osteoarthritis,TCM."In the end,76 articles were included for further review. RESULTS AND CONCLUSION:First of all,we explored the potential of the"blood stasis"theory in treating knee osteoarthritis,and found that"blood stasis"is a crucial part in the progress of knee osteoarthritis,indicating that the"blood stasis"theory is the key to the treatment of knee osteoarthritis in traditional Chinese medicine.Secondly,"blood stasis"and iron overload have a high degree of similarity in pathogenic factors,clinical manifestations,and pathogenic characteristics,suggesting the possibility of"blood stasis"theory in treating iron overload.This finding reminds us that iron overload may be an important mechanistic basis for the"blood stasis"theory in the treatment of knee osteoarthritis.The extracts of blood-activating drugs can relieve iron overload and treat knee osteoarthritis,but the specific mechanism is still unclear.Therefore,we believe that the relationship between"blood stasis"theory and iron overload and related mechanisms are important research directions for knee osteoarthritis in the future.The related mechanism of"blood stasis"theory to alleviate iron overload and then treat knee osteoarthritis also provides a theoretical basis for the modernization of traditional Chinese medicine,such as the development of new drugs and innovative usage,and has certain guiding significance for clinical practice.
10.Selection and Weight Determination of Diagnostic Items for Qi Stagnation Syndrome Based on Delphi Method and Analytic Hierarchy Process
Xuan ZHOU ; Ge FANG ; Qingyu MA ; Xiaojuan LI ; Yongxin LI ; Zhixi HU ; Xiantao LI ; Jiaxu CHEN
Journal of Traditional Chinese Medicine 2024;65(21):2211-2216
ObjectiveUsing the Delphi method and analytic hierarchy process (AHP) to screen diagnostic items for qi stagnation syndrome and determine their weights, providing a reference for the development of a diagnostic scale of qi stagnation syndrome. MethodsLiterature related to qi stagnation syndrome were screened from databases including CNKI, Wanfang, VIP, SinoMed (from inception to October 31, 2020). Through systematic review of literature and expert discussions, the information on the four examinations of traditional Chinese medicine were organized and an item pool was constructed. The Delphi method was used to screen the item indicators, while the AHP was employed to determine their weights. Statistical methods such as mean value, full score ratio, rank sum, unimportant percentage, and coefficient of variation were used for item screening, with the weights calculated by AHP serving as the item weights. ResultsA total of 235 articles and books were included for analysis, resulting in an item pool of 16 items. After three rounds of expert consultation, a total of 84 valid questionnaires were collected, with a total expert enthusiasm coefficient of 99% and authority coefficient of 0.86, 0.84, 0.83, respectively, and the coordination coefficients were 0.45, 0.49, and 0.29, respectively. Through the statistics analysis, 8 diagnosis items were screened out, including distension (stuffi-ness) or distending pain or scurrying pain, wiry pulse, depressed emotions, frequent sighing, deep and wiry pulse, irritability, pale red tongue, and thin white coating. The AHP showed that the order of weights of the first-level indicators from high to low was clinical symptoms, pulse manifestation, and tongue manifestation; the order of weights of the second-level indicators from high to low was distension (stuffiness) or distending pain or scurrying pain, wiry pulse, depressed emotions, frequent sighing, deep and wiry pulse, irritability, pale red tongue, and thin white coating. ConclusionBy applying the Delphi method and AHP to analyze and evaluate the diagnostic items for qi stagnation syndrome, key diagnostic items were screened and their weights determined, laying the foundation for the development of a diagnostic scale for qi stagnation syndrome.

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