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.Guideline for the diagnosis and treatment of vertebral refracture after percutaneous vertebral augmentation in elderly patients with osteoporotic thoracolumbar compression fractures (version 2025)
Yong YANG ; Xiaoguang ZHOU ; Qixin CHEN ; Jian CHEN ; Jian DONG ; Liangjie DU ; Shunwu FAN ; Jin FAN ; Zhong FANG ; Haoyu FENG ; Shiqing FENG ; Haishan GUAN ; Aiguo GAO ; Yanzheng GAO ; Yong HAI ; Da HE ; Dengwei HE ; Haiyi HE ; Dianming JIANG ; Xuewen KANG ; Bin LIN ; Baoge LIU ; Changqing LI ; Fang LI ; Li LI ; Fangcai LI ; Weishi LI ; Xiaoguang LIU ; Hongjian LIU ; Xinyu LIU ; Yong LIU ; Zhongjun LIU ; Shibao LU ; Xuhua LU ; Fei LUO ; Yuhai MA ; Keya MAO ; Xuexiao MA ; Bin MENG ; Xu NING ; Limin RONG ; Hongxun SANG ; Jun SHU ; Tiansheng SUN ; Dasheng TIAN ; Zheng WANG ; Bing WANG ; Linfeng WANG ; Qingde WANG ; Qinghe WANG ; Lan WEI ; Jigong WU ; Baoshan XU ; Youjia XU ; Guoyong YIN ; Jinglong YAN ; Feng YAN ; Cao YANG ; Huilin YANG ; Qiang YANG ; Bin ZHAO ; Jie ZHAO ; Yue ZHU ; Jianguo ZHANG ; Wenzhi ZHANG ; Zhongmin ZHANG ; Zhaomin ZHENG ; Yan ZENG ; Baorong HE ; Wei MEI
Chinese Journal of Trauma 2025;41(7):613-626
Vertebral refracture following percutaneous vertebral augmentation (PVA) is commonly seen in elderly patients with osteoporotic thoracolumbar compression fractures (OTLCF). It can lead to recurrent pain, loss of vertebral height, progression of kyphosis, and even neurological dysfunction, significantly impairing patients′ quality of life. Current diagnosis and treatment face multiple challenges, including high misdiagnosis rate, difficulty in choosing between surgical and non-surgical treatment options, lack of standardized surgical protocols, interference from intralesional bone cement during procedures, inadequate stability of internal fixation in osteoporotic bone, and suboptimal compliance of anti-osteoporotic therapy. Establishing a standardized diagnostic and therapeutic framework is urgently needed. To standardize the management process and improve outcomes for vertebral refractures after PVA in elderly OTLCF patients, Spinal Trauma Group of the Orthopedic Branch of Chinese Medical Doctor Association organized experts in the field to develop Guideline for the diagnosis and treatment of vertebral refracture after percutaneous vertebral augmentation in elderly patients with osteoporotic thoracolumbar compression fractures ( version 2025), based on current literature and clinical experience, and adhering to principles of scientific rigor and clinical applicability. A total of 11 recommendations were proposed, encompassing diagnosis, treatment, and rehabilitation of vertebral refracture after PVA in elderly patients with OTLCF, aiming to provide a foundation for a standardized management.
3.Research progress on ferroptosis in the intervertebral disc degeneration
Jianjun Liu ; Shuisheng Yu ; Juehua Jing ; Dasheng Tian
Acta Universitatis Medicinalis Anhui 2025;60(9):1768-1774
Abstract
Ferroptosis is a novel form of cell death characterized by the iron-dependent accumulation of lipid hydroperoxides. Since it was first proposed in 2012,Ferroptosis has gradually attracted attention and developed rapidly. Ferroptosis plays an important role in cardiovascular diseases,malignant tumors and neurological diseases,and has become a research hotspot in the field of life science and medicine. Ferroptosis is closely related to iron overload. Iron overload and the accumulation of lipid peroxidation jointly contributes to the disruption of intervertebral disc homeostasis,leading to intervertebral disc degeneration. However,the specific mechanisms of ferroptosis in regulating intervertebral disc degeneration is not yet clear. This review discusses the relationship between ferroptosis and intervertebral disc degeneration,their molecular regulatory mechanisms,and their potential clinical applications,aiming to provide new therapeutic targets for intervertebral disc degeneration.
4.Guideline for the diagnosis and treatment of vertebral refracture after percutaneous vertebral augmentation in elderly patients with osteoporotic thoracolumbar compression fractures (version 2025)
Yong YANG ; Xiaoguang ZHOU ; Qixin CHEN ; Jian CHEN ; Jian DONG ; Liangjie DU ; Shunwu FAN ; Jin FAN ; Zhong FANG ; Haoyu FENG ; Shiqing FENG ; Haishan GUAN ; Aiguo GAO ; Yanzheng GAO ; Yong HAI ; Da HE ; Dengwei HE ; Haiyi HE ; Dianming JIANG ; Xuewen KANG ; Bin LIN ; Baoge LIU ; Changqing LI ; Fang LI ; Li LI ; Fangcai LI ; Weishi LI ; Xiaoguang LIU ; Hongjian LIU ; Xinyu LIU ; Yong LIU ; Zhongjun LIU ; Shibao LU ; Xuhua LU ; Fei LUO ; Yuhai MA ; Keya MAO ; Xuexiao MA ; Bin MENG ; Xu NING ; Limin RONG ; Hongxun SANG ; Jun SHU ; Tiansheng SUN ; Dasheng TIAN ; Zheng WANG ; Bing WANG ; Linfeng WANG ; Qingde WANG ; Qinghe WANG ; Lan WEI ; Jigong WU ; Baoshan XU ; Youjia XU ; Guoyong YIN ; Jinglong YAN ; Feng YAN ; Cao YANG ; Huilin YANG ; Qiang YANG ; Bin ZHAO ; Jie ZHAO ; Yue ZHU ; Jianguo ZHANG ; Wenzhi ZHANG ; Zhongmin ZHANG ; Zhaomin ZHENG ; Yan ZENG ; Baorong HE ; Wei MEI
Chinese Journal of Trauma 2025;41(7):613-626
Vertebral refracture following percutaneous vertebral augmentation (PVA) is commonly seen in elderly patients with osteoporotic thoracolumbar compression fractures (OTLCF). It can lead to recurrent pain, loss of vertebral height, progression of kyphosis, and even neurological dysfunction, significantly impairing patients′ quality of life. Current diagnosis and treatment face multiple challenges, including high misdiagnosis rate, difficulty in choosing between surgical and non-surgical treatment options, lack of standardized surgical protocols, interference from intralesional bone cement during procedures, inadequate stability of internal fixation in osteoporotic bone, and suboptimal compliance of anti-osteoporotic therapy. Establishing a standardized diagnostic and therapeutic framework is urgently needed. To standardize the management process and improve outcomes for vertebral refractures after PVA in elderly OTLCF patients, Spinal Trauma Group of the Orthopedic Branch of Chinese Medical Doctor Association organized experts in the field to develop Guideline for the diagnosis and treatment of vertebral refracture after percutaneous vertebral augmentation in elderly patients with osteoporotic thoracolumbar compression fractures ( version 2025), based on current literature and clinical experience, and adhering to principles of scientific rigor and clinical applicability. A total of 11 recommendations were proposed, encompassing diagnosis, treatment, and rehabilitation of vertebral refracture after PVA in elderly patients with OTLCF, aiming to provide a foundation for a standardized management.
5.The Research Status and Thinking of Objectification of Diagnosis by Integrating Prior Knowledge and Information Technology
Chenge SUN ; Yukun LI ; Zhiwei ZHAO ; Linshuang WANG ; Liangyu CUI ; Tong YIN ; Liying WANG ; Xuejie HAN ; Dasheng LIU
World Science and Technology-Modernization of Traditional Chinese Medicine 2024;26(6):1654-1659
In order to solve the problem of strong subjectivity and difficulty in quantification,clinical objectification mainly adopts the techniques of image processing,computer vision and machine learning.The acquisition and processing of prior knowledge is a key link in the objectification of inspection,as well as an important elaboration of the quantification of subjective judgment and macro performance in objectification research.However,there is still a lack of in-depth summary and parametric processing of prior knowledge.Based on the analysis of the current research status of objectification of inspection,this paper uses data mining technology to summarize the experience of TCM inspection.Moreover,the observation information can be transformed into quantifiable digital features through natural language processing and representation learning.Meanwhile,the application of deep learning can realize automatic diagnosis and analysis of observation images to improve accuracy and efficiency,and promote the process of TCM modernization.
6.GRADE Clinical Study Evidence Evaluation and Expert Consensus on Antihypertensive Chinese Patent Medicines Combined with Western Medicines for Treatment of Hypertension
Liangyu CUI ; Yukun LI ; Tianyue JING ; Yu WANG ; Cong REN ; Tong YIN ; Zhiwei ZHAO ; Jiaheng WANG ; Chenge SUN ; Dasheng LIU ; Zhizheng XING ; Xuejie HAN ; Liying WANG
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(10):106-115
ObjectiveTo evaluate the quality of research and evidence related to antihypertensive Chinese patent medicines combined with western medicines for the treatment of hypertension, synthesize and update the evidence, form expert consensus, and provide evidence for clinical decision-making. MethodThe databases of China National Knowledge Infrastructure (CNKI), WanFang Data Knowledge Service Platform (WanFang), Vip Chinese Science and Technology Journal Database (VIP), Chinese Biomedical Literature Service System (Sinomed), National Library of Medicine (PubMed), Cochrane Library, Web of Science, and US Clinical Trials Registry were searched for randomized controlled trials of antihypertensive Chinese medicine combined with western medicine for the treatment of hypertension from database construction to July 31, 2022. The quality of the literature was evaluated using the bias risk assessment tool in Cochrane Handbook 6.3. Evidence synthesis of main outcome indicators was performed using R software. The Grading of Recommendations Assessment, Development, and Evaluation profiler (GRADEprofiler) 3.6 was employed to evaluate the quality of evidence. Expert consensus was formed based on the Delphi method after two rounds of voting. Result64 pieces of literature were included, and the results of literature quality evaluation and risk of bias showed that 70.31% (45/64) of the studies indicated some risks, and 29.69% (19/64) indicated high risks. Compared with conventional western medicines, the combination of Chinese patent medicines with western medicines can significantly lower systolic pressure (SBP) and diastolic pressure (DBP), increase the effective rate of antihypertensive, reduce the incidence of adverse reactions, endothelin-1, and traditional Chinese medicine syndrome scores. Egger's test showed that Songling Xuemaikang capsules reduced SBP and DBP. Tianma Gouteng granules reduced SBP and DBP and increased the effective rate of antihypertensive, and Xinmaitong capsules reduced SBP and increased the effective rate of antihypertensive, without significant publication bias. Songling Xuemaikang capsules increased the effective rate of antihypertensive, and Xinmaitong capsules decreased DBP, with significant publication bias. The results of the GRADE evidence quality evaluation showed that most evidence was at grades B and C. Finally, four strong recommendations and 14 weak recommendations were formed. ConclusionCompared with conventional western medicines for the treatment of hypertension, antihypertensive Chinese patent medicines combined with western medicines have advantages in reducing blood pressure and improving drug use safety, but they are mostly weak recommendations in terms of efficacy, and more high-quality evidence is needed.
7.Human osteoarthritic chondrocytes up-regulate the expression of osteoprotegerin in osteoblasts via the Indian hedgehog signaling pathway
Jiale LI ; Dasheng LUO ; Liujie ZHENG ; Wei LIU ; Yunfeng YAO
Chinese Journal of Tissue Engineering Research 2024;28(26):4194-4201
BACKGROUND:Upregulation of hedgehog protein signaling can increase the expression of osteoarthritis markers,Runx2,a disintegrin and metalloproteinase with thrombospondin motifs,collagen type X alpha 1,and matrix metalloproteinase 13,while inhibition of hedgehog proteins attenuates the severity of osteoarthritis.It is speculated that osteoarthritic chondrocytes can influence bone formation by affecting osteoblasts through the Indian hedgehog protein(IHH)signaling pathway. OBJECTIVE:To investigate the effect of human osteoarthritic chondrocytes on subchondral osteoblasts. METHODS:Tibial plateau specimens from patients with osteoarthritis were collected.Chondrocytes were extracted using enzymatic digestion,and osteoblasts were extracted using enzymatic pre-digestion + bone block method.Chondrocytes were identified by toluidine blue staining and immunofluorescence and osteoblasts were identified by alkaline phosphatase staining and immunofluorescence.Chondrocytes were cultured in sodium alginate beads to maintain chondrocyte phenotype and co-cultured with osteoblasts.The co-culture system was added with IHH signaling pathway inhibitor(cyclopamine,10 nmol/L)and activator(purmorphamine,10 nmol/L)separately.After 48 hours of co-culture,osteoblasts from each group were collected,mRNA expressions of Gli1,osteoprotegerin,Runx2,parathyroid hormone-related peptide,alkaline phosphatase,receptor activator of nuclear factor-kB ligand(RANKL)and osteocalcin were detected by qRT-PCR,and protein expressions of GLi1,oseoprotegerin and RANKL in osteoblasts were detected by western blot. RESULTS AND CONCLUSION:The mRNA expression levels of GLi1,osteoprotegerin and RUNX2 in osteoblasts were significantly increased,while the mRNA expression levels of parathyroid hormone-related peptide were decreased(P<0.05)when co-cultured with human osteoarthritic chondrocytes.The mRNA and protein levels of Gli1 were significantly decreased after the addition of IHH signaling pathway inhibitor(cyclopamine)(P<0.05),and the mRNA and protein levels of Gli1 were significantly increased after the addition of IHH signaling pathway activator(purmorphamine)(P<0.05).Osteoprotegerin showed the same trend as Gli1 in the experiment.The osteoprotegerin/RANKL ratio followed the same trend as osteoprotegerin.To conclude,human osteoarthritic chondrocytes can promote the expression of Gli1,osteoprotegerin,Runx2 and other proteins in osteoblasts.The upregulation of osteoprotegerin is related to the IHH signaling pathway.Osteoarthritic chondrocytes can up-regulate the expression of osteoprotegerin in osteoblasts through the IHH signaling pathway and thus up-regulate the osteoprotegerin/RANKL ratio,which will contribute to bone formation in subchondral bone.
8.Ancient Literature Analysis and Modern Clinical Application of Famous Classical Prescription Zhishi Xiebai Guizhi Tang
Xiaozhang TANG ; Hongxia LIU ; Renwen CHEN ; Xiaodong WANG ; Dasheng LIN
Chinese Journal of Experimental Traditional Medical Formulae 2023;29(8):174-185
Zhishi Xiebai Guizhi Tang, derived from Synopsis of the Golden Chamber (《金匮要略》, Han dynasty, ZHANG Zhongjing), is a famous classical prescription commonly used for chest impediment. By means of bibliometrics, the authors collected 63 ancient Chinese medical books related to Zhishi Xiebai Guizhi Tang and screened 36 effective books for statistical analysis of the historical origin, composition, main indications, dosage, processing, decocting method and other aspects of the prescription. The findings revealed that Zhishi Xiebai Guizhi Tang was composed of five medicinal herbs, namely, Aurantii Fructus Immaturus, Allii Macrostemonis Bulbus, Cinnamomi Ramulus, Magnoliae Officinalis Cortex, and Trichosanthis Fructus, with the function of activating Yang, dissipating mass, dispelling phlegm and lowering Qi. The prescription was mainly used to treat chest impediment, chest fullness, chest pain, wheezing, coughing and shortness of breath caused by suppressed Yang Qi, stagnant heart Qi, stagnant phlegm and stasis, and phlegm evil blocking heart, chest or lungs. Additionally, it was found that there were 70 modern literature recording the clinical applications of Zhishi Xiebai Guizhi Tang, and the main system diseases treated were circulatory system (51, 72.85%), endocrine system (4, 5.7%), respiratory system (9, 12.85%) and digestive system (6, 8.57%), of which circulatory system is dominated by coronary heart disease (chest impediment in traditional Chinese medicine). The involved medical syndrome types mainly included internal obstruction of phlegm heat and turbidity, obstruction of phlegm turbidity and stasis, congealing cold, phlegm, stasis and Qi stagnation, chest Yang depression and combined phlegm and stasis. Ancient medical records and modern clinical application are the keys to ensure the safety and effectiveness of famous classical prescriptions and compound preparations. Therefore, this paper sorted and mined ancient medical books of Zhishi Xiebai Guizhi Tang and statistically analyzed its modern clinical application, aiming to provide a literature reference for the research and development of new drugs and clinical application of the prescription.
9.Curative effect of neurolysis and tendon transplantation for treatment of severe thermal crush injuries of the upper limb
Chen WANG ; Pengfei LUO ; Fei HE ; Zhenci CUI ; Yingying LIU ; Li LI ; Dasheng CHENG ; Daofeng BEN
Chinese Journal of Trauma 2020;36(4):347-352
Objective:To explore the effect of neurolysis and tendon transplantation in functional reconstruction of the upper limb with severe thermal crush injury.Methods:A retrospective case series study was conducted to analyze the clinical data of 12 patients with thermal crush injuries of the upper limb admitted to Changhai Hospital of Naval Medical University from January 2014 to December 2018. There were 9 males and 3 females, aged 22-54 years (mean, 38 years). The percentage of total body surface area (TBSA) burn ranged from 3% to 8% [(4.9±1.4)%], and wound depth was III degree. According to the damage condition of nerve/tendon and whether there was any dysfunction of the affected limb after wound healing, 12 patients received 2 to 4 times of neurolysis and tendon transplant-related surgeries, with an average surgery of 2.7 times. Among them, a total of 18 times of neurolysis were performed, including 7 times of radial neurolysis, 6 times of median nerve neurolysis and 5 times of ulnar neurolysis, and 14 times of tendon transplantation were done, including 6 times of anastomosis of superficial flexor tendon and long thumb extensor tendon, 5 times of tendon repair transplantation and 3 times of anastomosis of lateral wrist extensor tendon and long thumb extensor tendon. The time interval of each operation was 3-6 months [(4.5±1.0) months]. The Changhai pain ruler, disability of arm-shoulder-hand table (DASH) and joint activity assessment table were assessed before the first operation, 3 months and 6 months after the last operation.Results:All the patients were followed up for 6-12 months (mean, 9.2 months). The score of Changhai pain ruler in the affected limb improved from 3 (2, 3)points before surgery to 1 (0.5, 1)points 3 months after surgery and 1 (0, 1)points 6 months after surgery ( P<0.01). The score of DASH improved from (69.9±2.7) points before surgery to (35.1±1.7) points 3 months after surgery and (33.8±2.0) points 6 months after surgery ( P<0.01). The range of motion score was improved from (1.3±0.5) points before surgery to (2.4±0.5) points 3 months after surgery and (2.8±0.4) points 6 months after surgery ( P<0.01). Conclusion:Neurolysis and tendon transplantation in the treatment of severe thermal crush injuries of the upper limb can alleviate pain in the affected limbs, improve upper limb dysfunction, increase mobility of the palm and upper limb joints, and enhance the quality of life of the patients.
10.Development and application of unilateral biportal endoscopy in lumbar diseases
Bin ZHU ; Dasheng TIAN ; Lei CHEN ; Qifei WANG ; Yisong SUN ; Huazhang ZHONG ; Yiguo WANG ; Jianjun LIU ; Juehua JING
Chinese Journal of Orthopaedics 2020;40(15):1030-1038
The unilateral biportal endoscopic technique is defined as posterior unilateral of two small incision with established percutaneous observation channel and endoscopic observation channel in monitoring field. The operation tools were placed within the channel for each operation inside and outside vertebral canal. The characteristics of dual channel intervention make this technology different from coaxial endoscopic technology. This technique has a clear vision for flexible and convenient operation with the advantages of relatively simple surgical instrument requirements. In recent years, the use of unilateral dual channel endoscopic surgery in treating spinal diseases was gradually increasing, especially in the removal of nucleus including lumbar intervertebral disc protrusion and lumbar spinal stenosis disease decompression, and in endoscopic space-occupying lesions such as vertebral fusion and spinal canal between inside and outside. It was also applied in cervical and thoracic diseases with good clinical effects. Its advantages include less surgical trauma and faster recovery process. In addition, it has a large surgical field of vision under the microscope for easy identification of structures and surgery and with relatively gentle learning curve. Thus, it is conducive to beginners' mastery. However, complications such as nerve injury and postoperative lower limb numbness are still frequently reported. Some factors have to be considered, including insufficient understanding of the new technology, the local anatomy of the dual-channel endoscope, the operation of the spinal canal under the microscope. The successful application of the technique in treating various lumbar diseases needs understanding the operation process of the technique and local anatomy under the microscope.


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