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.The magnetic compression technique in the treatment of severe mid-ureteral stricture
Fanchao WEI ; Zhaoxiang WANG ; Shichao HAN ; Zhiwen DONG ; Yuxin FU ; Ruochen QI ; Guohui WANG ; Xiaoyan ZHANG ; Tong XU ; Jingliang ZHANG ; Weijun QIN ; Lijun YANG ; Shuaijun MA
Journal of Modern Urology 2026;31(2):182-186
Objective To explore the feasibility of magnetic compression technique (MCR) in the treatment of severe single mid-ureteral stricture in a rabbit model. Methods After 10 female New Zealand rabbits were selected, the distal end of the right ureter was ligated with silk thread. Two weeks after the operation, when the right ureter was dilated, the mid-ureter was ligated again with silk thread to create a severe single mid-ureteral stricture animal model. Longitudinal incisions were made at the upper and lower ends of the ligation site, and cylindrical NdFeB magnets with central holes (sub-magnets and main magnets) were placed to anastomose and recanalize the mid-ureteral stricture. The magnets were adjusted to the appropriate position to automatically align and attract each other. The longitudinal incision sites of the ureter were sutured with 6-0 Prolene thread, and the abdominal cavity was closed layer by layer. The operation time was recorded. X-ray films were taken every two days to confirm the position of the magnets and record the time of magnet detachment. Three weeks after the operation, the anastomotic specimens were obtained, and the formation of the anastomosis was evaluated with gross observation and histological staining. Results Two weeks after ligation, all experimental rabbits showed obvious dilation of the right ureter. The mid-ureteral ligation and placement of the male and female magnets were successfully completed in all 10 experimental rabbits, with an operation time of (24.00±5.15)minutes. The male and female magnets attracted each other well. X-ray examination showed that the magnets detached and entered the distal ureter (14.0±1.9) days after magnetic compression. The recanalization of the severe single mid-ureteral stricture was successfully achieved. The gross specimens and histological examination of the anastomosis showed that the anastomosis remained patent and the mucosal healing was good. All experimental rabbits survived well after the operation without serious complications. Conclusion MCT provides a new idea and novel method for the treatment of mid-ureteral stricture. This study confirmed the feasibility of this technique in treating severe single mid-ureteral stricture in a rabbit model. The operation is relatively simple and has potential for clinical application.
3.Increased CT Attenuation of Pericolic Adipose Tissue as a Noninvasive Marker of Disease Severity in Ulcerative Colitis
Jun LU ; Hui XU ; Jing ZHENG ; Tianxin CHENG ; Xinjun HAN ; Yuxin WANG ; Xuxu MENG ; Xiaoyang LI ; Jiahui JIANG ; Xue DONG ; Xijie ZHANG ; Zhenchang WANG ; Zhenghan YANG ; Lixue XU
Korean Journal of Radiology 2025;26(5):411-421
Objective:
Accurate evaluation of inflammation severity in ulcerative colitis (UC) can guide treatment strategy selection. The potential value of the pericolic fat attenuation index (FAI) on CT as an indicator of disease severity remains unknown.This study aimed to assess the diagnostic accuracy of pericolic FAI in predicting UC severity.
Materials and Methods:
This retrospective study enrolled 148 patients (mean age 48 years; 87 males). The fat attenuation on CT was measured in four different locations: the mesocolic vascular side (MS) and opposite side of MS (OMS) around the most severe bowel lesion, the retroperitoneal space (RS), and the subcutaneous area. The fat attenuation indices (FAI MS, FAI OMS, and FAI RS) were calculated as the fat attenuation measured in MS, OMS, and RS, respectively, minus that of the subcutaneous area, and were obtained in the non-enhanced, arterial, and delayed phases. Correlations between the FAI and UC Endoscopic Index of Severity (UCEIS) were assessed using Spearman’s correlation. Predictors of severe UC (UCEIS ≥7) were selected by univariable analysis. The performance of FAI in predicting severe UC was evaluated using the area under the receiver operating characteristic curve (AUC).
Results:
The FAIMS and FAI OMS scores were significantly higher than FAI RS in three phases (all P < 0.001). The FAIMS and FAI OMS scores moderately correlated with the UCEIS score (r = 0.474–0.649 among the three phases). Additionally, FAI MS and FAI OMS identified severe UC, with AUC varying from 0.77 to 0.85.
Conclusion
Increased CT attenuation of pericolic adipose tissue could serve as a noninvasive marker for evaluating UC severity. FAI MS and FAI OMS of three phases showed similar prediction accuracies for severe UC identification.
4.The natural history of the relationship between OTOF mutation-related genotypes and audiological phenotypes.
Lei HAN ; Liheng CHEN ; Sha YU ; Yuxin CHEN ; Luoying JIANG ; Shuang HAN ; Jiake ZHONG ; Luo GUO ; Huawei LI ; Yilai SHU
Journal of Clinical Otorhinolaryngology Head and Neck Surgery 2025;39(4):379-385
Sensorineural hearing loss is one of the most common sensory disorders. In recent years, auditory neuropathy spectrum disorders caused by mutations in the OTOF gene have garnered significant attention worldwide, marking it as the first deafness gene with breakthroughs in gene therapy. Most patients with OTOF gene mutations present with stable, congenital, or prelingual onset of hearing loss, which can range from severe to profound and even complete hearing loss. However, a minority of patients may exhibit mild to moderate progressive hearing loss or temperature-sensitive hearing loss. This review further explores the genotype-phenotype relationship of the OTOF gene based on reported cases in China and abroad. Additionally, we analyze the characteristics of the natural history of OTOF gene mutations within the Chinese population. This study aims to provide a reference for the clinical diagnosis, evaluation, and treatment of hearing loss associated with OTOF gene mutations.
Humans
;
Mutation
;
Phenotype
;
Genotype
;
Hearing Loss, Sensorineural/genetics*
;
Membrane Proteins/genetics*
5.Clinical Research Progress in Acupuncture for the Treatment of Post-stroke Depression
Ruize GAO ; Mingyuan HAN ; Xiaolin LYU ; Zhongren SUN ; Chengyan YANG ; Yuxin WANG ; Hongna YIN
Chinese Journal of Information on Traditional Chinese Medicine 2025;32(3):186-191
Post-stroke depression is a common complication after stroke,which seriously affects the quality of life and clinical prognosis of stroke patients.Acupuncture therapy for post-stroke depression has been proven effective.This article reviewed recent clinical studies on acupuncture therapy for post-stroke depression from the perspectives of pure acupuncture therapy,electroacupuncture therapy,head acupuncture therapy,auricular acupuncture therapy,and comprehensive therapy.The acupoint selection focused on the Governor Vessel,combined with the acupoints of the bladder meridian,liver meridian and pericardium meridian.The comprehensive therapy combined acupuncture with Chinese materia medica,moxibustion,music therapy and rehabilitation training is currently the main treatment approach.Further analysis on the shortcomings of the field could provide references for clinical protocols and mechanism research of acupuncture therapy for post-stroke depression.
6.Genetic analysis of a fetus with Farber lipogranulomatosis caused by ASAH1 gene variant
Yingwen LIU ; Lulu YAN ; Yuxin ZHANG ; Chunxiao HAN ; Haibo LI
Chinese Journal of Medical Genetics 2025;42(2):232-237
Objective:To explore the clinical characteristics and gene variant of a fetus with Farber lipogranulomatosis caused by ASAH1 gene variant. Methods:A fetus with Farber lipogranulomatosis caused by ASAH1 gene variant diagnosed at Women and Children′s Hospital of Ningbo University in August 2024 was selected as the subject. Clinical data and abortion tissue samples of the fetus and peripheral blood samples of its parents were collected for whole exome sequencing (WES). Sanger sequencing validation and bioinformatics analysis were performed on candidate variants. This study was approved by Women and Children′s Hospital of Ningbo University (Ethics No. EC2020-048). Results:Generalized skin oedema, pericardial effusion, right pleural effusion and increased bowel echogenicity of the fetus were founded by prenatal ultrasound. WES revealed that the fetus has harbored a homozygous c. 101C>A(p.Ser34Ter) variation in exon 2 of the ASAH1 gene. Sanger sequencing confirmed that both parents carry the heterozygous nonsense variation c. 101C>A (p.Ser34Ter) in ASAH1 gene, which has not been included in databases such as HGMD, ClinVar, 1000 Genomes, ExAC, dbSNP, and gnomAD. Based on the Standards and Guidelines for the Interpretation of Sequence Variants of the American College of Medical Genetics and Genomics (ACMG), the variant was predicted to be pathogenic (PM2_Supporting+ PVS1+ PM3_Supporting). The AlphaFold3 model protein structure prediction reveals that the c. 101C>A variant caused the premature appearance of a termination codon, resulting in only a small partial α-helix structure in the N-terminal of the encoded ASAH1 protein, with the complete loss of the α-helix structure in the core domain, which might lead to the loss of function of this protein. Conclusion:The c. 101C>A(p.Ser34Ter) variant of the ASAH1 gene probably underlay the Farber lipogranulomatosis with hydrops fetalis in this fetus. The newly discovered c. 101C>A(p.Ser34Ter) variant has enriched the mutational spectrum of Farber lipogranulomatosis.
7.Clinical features and analysis of a case with Brain small vessel disease 1 with ocular anomalies due to variant of COL4A1 gene
Chunxiao HAN ; Lulu YAN ; Yuxin ZHANG ; Haibo LI
Chinese Journal of Medical Genetics 2025;42(4):495-499
Objective:To explore the genetic etiology of a child with brain small vessel disease 1 with ocular anomalies.Methods:A child who was adwstted to Ningbo Women and Children′s Hospital on May 28, 2022, was selected for the study. Clinical data were collected, and peripheral blood samples from the child and her parents were obtained for genomic DNA extraction. Whole exome sequencing (WES) was performed to screen for pathogenic variants. Candidate variants were validated via Sanger sequencing and subjected to bioinformatic analysis. This study was approved by the Medical Ethics Committee of Ningbo Women and Children′s Hospital (Ethics No. EC2020-048).Results:① The child was a 7-year-old female with a diagnosis of epilepsy. ② WES revealed that she has carried a heterozygous missense variant in the COL4A1 gene: c. 1792G>A (p.Gly598Ser). Sanger sequencing confirmed that her parents both had the wild-type genotype for this variant. Based on American College of Medical Genetics and Genomics (ACMG) Standards and Guidelines for the Interpretation of Sequence Variants, the variant were predicted to be a likely pathogenic (PS2+ PM1+ PM2_Supporting+ PP3). ③ Bioinformatics predicted that amino acid 598 was highly conserved in different species, formed hydrogen bond with Asp599 after becoming Ser598. Conclusion:The heterozygous missense variant of the COL4A1 gene c. 1792G>A (p.G598S) could be the pathogenic cause of this child with Brain small vessel disease 1 with ocular anomalies.
8.Genetic analysis for a pedigree with Structural heart defects and renal anomalies syndrome caused by variants of TMEM260 gene and a literature review
Lulu YAN ; Jinghui ZOU ; Juan CAO ; Jinxiang ZHANG ; Yuxin ZHANG ; Chunxiao HAN ; Yingwen LIU ; Haibo LI
Chinese Journal of Medical Genetics 2025;42(4):460-468
Objective:To explore the genetic characteristics of a fetus affected with Structural heart defects and renal anomalies syndrome (SHDRA).Methods:A pedigree with SHDRA (fetus and the parents) who had visited the Affiliated Women and Children′s Hospital of Ningbo University in April 2023 was selected as the study subject. Clinical data of the family were collected. A total of 10 mL of amniotic fluid cells from the fetus and 5 mL of peripheral blood samples from the parents were collected for genomic DNA extraction. Trio whole-exome sequencing (Trio-WES) was performed, and Sanger sequencing was used to validate candidate variants in the family. The identified variants were classified according to the Standards and Guidelines for the Interpretation of Sequence Variants established by the American College of Medical Genetics and Genomics (ACMG) (hereinafter referred to as the " ACMG Guidelines). Relevant research literature on SHDRA in domestic and international databases were searched for literature review. This study was approved by the Affiliated Women and Children′s Hospital of Ningbo University (Ethics No. EC2023-094).Results:①In this family, prenatal ultrasound at 18 weeks of gestation revealed left renal multicystic dysplasia in the fetus. After birth, the infant exhibited an ostium secundum atrial septal defect, patent ductus arteriosus, and left renal multicystic dysplasia. Trio-WES revealed that the fetus had carried c. 344dup(p.L116Afs*32) and c. 90_104dup(p.Ala31_Ala35dup) compound heterozygous variants in the TMEM260 gene, which were respectively inherited from its father and mother. According to the ACMG guidelines, the c. 344dup(p.L116Afs*32) and c. 90_104dup (p.Ala31_Ala35dup) variants were classified as pathogenic (PM2_Supporting+ PVS1+ PP4) and likely pathogenic (PM2_Supporting+ PM4+ PM3+ PP4), respectively. ②According to the literature search strategy set for this study, a total of 6 literature was retrieved, involving 25 SHDRA patients from 20 families. Together with the patients in this study, there were 14 TMEM260 gene variants, most of which were frameshift variants (7 types) and had located in exons 3, 11 and 13. The main clinical features of SHDRA were congenital heart malformation, renal abnormality and neurodevelopmental abnormality, and there was a lack of genotype-phenotype correlation. Conclusion:The c. 344dup(p.L116Afs*32) and c. 90_104dup(p.Ala31_Ala35dup) variants of the TMEM260 gene probably underlay the SHDRA in this family. Above finding has provided a basis for clinical diagnosis and genetic counseling for the family.
9.Research advances in neutron shielding materials
Caixia MIAO ; Xiaohui DU ; Meng LIU ; Yuxin DOU ; Qi SUN ; Hailei LYU ; Hongchen HAN
Chinese Journal of Radiological Health 2025;34(4):607-613
With the extensive application of nuclear technology in industry, agriculture, and medicine, the safety issues associated with neutron radiation have become increasingly prominent. Due to their high penetrability and strong ionization effect, neutrons can cause serious health risks by directly damaging DNA or inducing secondary γ radiation. Therefore, the neutron radiation protection has become a core challenge in radiation protection, especially the research and development of neutron shielding materials. To ensure the safe development of nuclear technology, neutron shielding materials are indispensable and constitute a fundamental core technology for radiation protection. This paper reviews the theory of neutron radiation protection and the research progress of neutron shielding materials, with a focus on the current application status and existing problems of neutron shielding materials. This article also discusses the future development trends. This review aims to provide theoretical support and technical references for the safe application and development of nuclear technology.
10.Analysis and implications of the curriculum objectives in the U.S. National Health Education Standards (2024)
Chinese Journal of School Health 2025;46(10):1372-1375
Abstract
The development of effective school health education in the key to enhancing students health literacy. In 2024, the United States issued the National Health Education Standards (NHES) (3rd Edition), which established a goal system centered on health literacy. Its features included a hierarchical, continuous and holistic design of the standards, an emphasis on skills based health education, a focus on overall health and well being, and promotion of a diversified evaluation system. Through a textual analysis of the U.S. NHES (2024), four insights have been gained: integrating health literacy into the core competencies of disciplines to develop localized health education standards; creating a health education knowledge graph based on backward design to improve content structure; deepening the "disciplinary penetration + thematic education +" model, emphasizing students deep participation and performance in implementation; and improving the health education evaluation system by using digital and intelligent technologies for precise intervention.These efforts aim to promote students holistic development and advance educational modernization.


Result Analysis
Print
Save
E-mail