1.Study on image detection and target recognition based on traditional Chinese medicine
Tianchi MAO ; Xing SUN ; Jiayin ZHU ; An LIU ; Yang LI ; Jingang MA ; Cong GUO
Science of Traditional Chinese Medicine 2026;4(1):73-80
Background: Chinese herbal pieces are an essential component of traditional Chinese medicine. Accurate identification and classification of these materials are crucial in clinical practice. Objective: This study aims to enhance the recognition efficiency of Chinese herbal pieces using deep learning technology, while addressing the limitations of traditional manual classification methods in terms of both quality and efficiency. Methods: A comprehensive dataset containing 201 types of Chinese herbal pieces was established. Based on Real-time Detection Transformer (RT-DETR), we designed and integrated a Feature-focused Diffusion Network (FDN), resulting in an improved model termed RT-DETR-FDN. The proposed FDN includes a Feature-focus Module and a feature diffusion mechanism, enabling the model to capture more extensive feature information from Chinese herbal pieces and diffuse it across multiple detection scales. Results: Experimental results show that RT-DETR-FDN achieved a precision of 0.925, a recall of 0.943, and an mAP50-95 of 0.851. In addition, the model was compared with representative You Only Look Once series models commonly used in object detection. Compared with these models, RT-DETR-FDN achieved higher recognition accuracy while maintaining a lightweight architecture. Conclusion: This study integrates deep learning with traditional Chinese medicine, providing a more effective solution for the recognition of Chinese herbal pieces.
2.Roles and mechanism of bile acids and gut microbiota in primary biliary cholangitis
Mengyao WU ; Jiayin PAN ; Rong DING ; Jinyu LI ; Wenlin TAI
Journal of Clinical Hepatology 2026;42(4):957-964
Primary biliary cholangitis (PBC) is a cholestatic autoimmune liver disease characterized by the injury of small intrahepatic bile ducts, and at present, the pathogenesis of PBC remains unclear. Recent studies have shown that bile acid metabolism disorder and gut microbiota imbalance play a key role in the development and progression of PBC, and they form a complex and dynamic interaction network via the “gut-liver axis” and regulate core physiopathological processes such as immune response, metabolic homeostasis, and inflammatory response in a synergistic manner. This article systematically elaborates on the abnormal features of bile acid metabolism and gut microbiota in PBC, discusses their synergistic mechanisms in PBC, and then proposes a combined strategy of targeting bile acid receptors and modulating gut microbiota, in order to overcome the limitations of current treatment modalities and provide new insights and directions for the clinical management of PBC.
3.Role of the microbiota-gut-bladder axis in the pathogenesis of diabetic bladder dysfunction
Shi LI ; Jiayin SUN ; Yifei YUAN ; Zhongqing WEI
Journal of Modern Urology 2026;31(4):382-388
The development of diabetic bladder dysfunction(DBD)is closely related to the dysregulation of the microbiotagut-bladder axis. Diabetic conditions significantly alter gut microbiota composition, causing intestinal barrier disruption, endotoxemia, and systemic inflammation. These alterations impair bladder function by activating bladder NOD-like receptor thermal protein domain associated protein 3(NLRP3)inflammasome, inducing oxidative stress, and nerve remodeling. Emerging technologies for microbiota analysis, Mendelian randomization, and targeted marker development have revealed the causal links between specific gut microbiota and DBD. Modulating gut microbiota increases short-chain fatty acids(SCFAs)production and suppresses inflammation; NLRP3 pathway targeting or direct SCFAs delivery are under clinical evaluation. The therapeutic directions for DBD include microbiota regulation therapy, application of probiotics and dietary fiber, as well as clinical translational research on the microbiota-gut-bladder axis. Engineered live bacterial therapies and nanocarrier technologies are emerging research directions. Current controversies focus on the causal role of dysbiosis, safety and long-term efficacy of individualized therapies, and technical bottlenecks. Future efforts require integrating multi-omics, organoid models, and cross-disciplinary collaboration to advance precision diagnostics and therapeutics targeting the microbiota-gut-bladder axis in DBD.
4.Effects of LEARNS model-based health education on rehabilitation outcomes in patients with stable pneumoconiosis
Meirui LIU ; Baoping LI ; Fuhai SHEN ; Zhiping SUN ; Qianqian LI ; Haifeng CUI ; Chunxi WANG ; Jianxiang WANG ; Qingchun CAO ; Zhongdong YANG ; Xiangyou LI ; Jiayin ZHONG ; Bowen HOU ; Lini GAO ; Chenyue HOU ; Xuemei SUN
Journal of Environmental and Occupational Medicine 2026;43(9):1139-1145
Background Patients with pneumoconiosis often have limited disease-related knowledge, insufficient access to health education, and substantial health management needs. Health education may help improve rehabilitation outcomes and quality of life in this population. Objective To evaluate the effects of health education based on the Listen-Establish-Adopt-Reinforce-Name-Strength (LEARNS) model on rehabilitation outcomes, health-related behaviors, and quality of life among pneumoconiosis patients, and provide effective intervention strategies for the rehabilitation management of patients with pneumoconiosis. Methods A randomized controlled trial was conducted. A total of 120 pneumoconiosis patients treated in the Department of Occupational Diseases, Beijing Emergency General Hospital, from November 2024 to February 2025 were enrolled. Participants were randomly assigned to a control group or an intervention group using a random number table method, with 60 patients in each group. The control group received routine pharmacotherapy, whereas the intervention group received a 12-week LEARNS model-based health-education intervention in addition to routine treatment. The 6-Minute Walk Test (6MWT) was used to assess exercise tolerance, and the modified Medical Research Council dyspnoea scale (mMRC) was used to evaluate dyspnoea. The Self-Rating Anxiety Scale (SAS) and Self-Rating Depression Scale (SDS) were applied for psychological status assessment. Pulmonary function, including forced expiratory volume in one second (FEV1) and forced vital capacity (FVC), was measured using spirometry. A self-designed scale was used to evaluate eight health-related behaviors targeted by the health education program. The 36-Item Short-Form Health Survey (SF-36) and Chronic Obstructive Pulmonary Disease (COPD) Assessment Test (CAT) were used to assess quality of life, and the Pittsburgh Sleep Quality Index (PSQI) was adopted to evaluate sleep quality. Results After the 12-week intervention, the control group showed no statistically significant changes from baseline in the measured outcomes(P>0.05). In the intervention group, exercise tolerance improved significantly, with the 6-minute walking distance increasing from (382.55±19.52) m to (426.84±33.59) m (P<0.001). Dyspnoea was also alleviated, with the mMRC score decreasing from 1.37±0.66 to 0.96±0.54 (P<0.001). The CAT score decreased from 18.95±7.03 to 10.67±3.64 (P<0.001). Significant improvements were observed in anxiety and depression symptoms (P<0.001), with the SAS score decreasing from 38.85±6.24 to 34.27±2.27, and the SDS score decreasing from 49.01±3.25 to 45.49±3.44. Sleep quality improved significantly, with the PSQI score dropping from 7.89±4.35 to 4.05±2.31 (P<0.001). All eight health-related behaviors in the intervention group improved significantly after the intervention (P<0.001), including acquisition of disease-related knowledge (1.87±0.34 vs. 3.13±0.45), participation in health education activities (1.89±0.52 vs. 3.61±0.38), and regular physical exercise (2.37±0.41 vs. 4.17±0.33). All SF-36 domain scores increased significantly (P<0.05), with the most prominent improvements observed in physical functioning, general health, and vitality. At week 12, all SF-36 domain scores were significantly higher in the intervention group than in the control group (P<0.05). No statistically significant between-group differences were detected in pulmonary function parameters (P>0.05). Conclusion LEARNS model-based health education could improve exercise tolerance, dyspnea, psychological status, sleep quality, health-related behaviors, and quality of life among patients with pneumoconiosis, and therefore may be a useful adjunctive strategy for rehabilitation management in patients with pneumoconiosis.
5.Factors influencing home-based rehabilitation exercise and digital intervention needs among patients with spinal muscular atrophy: a qualitative study
Jiayin ZHENG ; Zihan XU ; Qingyu LI ; Yuhang ZHANG ; Siwen HUANG ; Xiaohu FU ; Guangyu ZHANG ; Wenzhu LI ; Qiao CHEN ; Qiqi WANG ; Sitong LUO
Chinese Journal of Rehabilitation Theory and Practice 2026;32(10):1194-1203
ObjectiveTo explore the factors influencing home-based rehabilitation exercise and the needs for digital interventions among patients with spinal muscular atrophy (SMA), based on the behavior change wheel (BCW), and to provide evidence for the development of digital home-based rehabilitation interventions. MethodsA two-phase qualitative study was conducted from December, 2024 to March, 2025. Using convenience sampling, 14 participants were recruited, including patients with SMA, primary caregivers, rehabilitation professionals, clinicians, a patient organization representative and a health policy expert. In phase 1, semi-structured individual interviews were conducted with seven participants, including patients, caregivers and a patient organization representative, to identify factors influencing home-based rehabilitation exercise and unmet needs. In phase 2, a focus group involving 12 stakeholders was conducted, including five participants who had participated in phase 1, to explore requirements for the functions, knowledge content and interface design of a digital intervention, five of them had participated in phase 1. Overall, the two phases involved 14 individual participants, accounting for 19 participant-instances. Thematic analysis was performed using both deductive and inductive approaches, guided by the capability-opportunity-motivation-behavior (COM-B) model. ResultsSix themes were identified. phase 1 showed that patients with SMA experienced inadequate continuity of rehabilitation services and limited access to professional rehabilitation resources, with interruptions in institution-based rehabilitation coexisting with declining adherence to home-based exercise. Home-based rehabilitation exercise was jointly influenced by capability-, opportunity- and motivation-related factors, including limited capabilities of patients and caregivers, constraints in time and supportive conditions and insufficient goals, feedback, and incentives. Individualized rehabilitation plans and professional guidance were the major unmet needs. phase 2 showed that the core functions of a digital intervention should include individualized exercise plans, professional guidance and feedback, reminders and incentives, safety monitoring, remote assessment, and privacy and permission management. Core knowledge content should include stratified exercise guidance, caregiving skills, recognition of abnormal conditions, and information on when and how to seek help. The interface should be simple, impose a low user burden and accommodate different types of users. ConclusionHome-based rehabilitation exercise among patients with SMA is jointly influenced by multiple capability-, opportunity- and motivation-related factors. Digital interventions should prioritize individualized rehabilitation plans, professional guidance and sustained behavioral support. These findings may inform the development of a digital home-based rehabilitation intervention prototype for patients with SMA; its feasibility, safety, clinical effectiveness and economic value require further evaluation.
6.Advances in the clinical diagnosis and management of childhood Bartter syndrome
International Journal of Pediatrics 2025;52(10):660-664
Bartter syndrome(BS)is a group of disorders caused by mutations in genes encoding ion transport proteins in the renal tubular epithelium,which leads to impaired salt reabsorption in the thick ascending limb of the loop of Henle. The common features include hypokalemia,metabolic alkalosis,hyperreninemia,and hyperaldosteronism,with normal or low blood pressure. In pediatric patients,BS often has an insidious onset and nonspecific clinical manifestations,making its diagnosis and differential diagnosis challenging. This review systematically elaborates the pathophysiological mechanisms,molecular genetic basis,clinical spectrum,diagnostic approaches,and key points for differential diagnosis of pediatric BS,as well as explores the application of gene sequencing in this disorder,aiming to provide clinicians with a clear framework for its diagnosis and management.
7.Administration of Psoralea corylifolia L. (Buguzhi) during pregnancy causes mild liver injury in mouse mothers and weaned offspring
Chenyue LIU ; Jingzhuo TIAN ; Yan YI ; Chunying LI ; Yong ZHAO ; Jiayin HAN ; Lianmei WANG ; Suyan LIU ; Yushi ZHANG ; Chen PAN ; Shasha QIN ; Jing MENG ; Sulakkana NOIPRASERT ; Aihua LIANG
Science of Traditional Chinese Medicine 2025;3(2):168-177
Background: Psoralea corylifolia L. (Buguzhi, BGZ), known for its efficacy in supporting pregnancy and preventing miscarriage, has been used in China for over 1000 years. Recently, BGZ has been identified as a potential cause of drug-induced liver injury. However, its safety during pregnancy remains unclear, which significantly hinders its routine clinical application. Objective: To investigate the effects of BGZ administration during pregnancy on the liver of mouse mothers and their weaned 21-day-old offspring. Methods: Mice were orally administered BGZ at doses of 2.5 and 10 g/kg during pregnancy, with BGZ withdrawal during the lactation period. Liver histopathology (hematoxylin-eosin staining), biochemical analysis, and evaluation of liver bile acid metabolism were performed after the lactation period. Results: BGZ administration at doses of 2.5 and 10 g/kg during pregnancy, followed by withdrawal during the lactation period, caused mild liver damage in both mothers and their 21-day-old offspring. Serum total bile acid (TBA) levels were elevated compared with those in the control group. Additionally, changes were observed in the levels and proportions of various bile acids (BAs) in the liver, suggesting mild effects on BA metabolism. Conclusion: BGZ administration during pregnancy caused mild liver damage and increased serum TBA levels in both mouse mothers and their 21-day-old offspring. This phenomenon may be associated with imbalanced BA metabolism in the liver. Based on the present study and the limited toxicological research on BGZ, pregnant women should avoid prolonged use of BGZ. If BGZ is administered during pregnancy, serum TBA levels should be monitored, and if elevated, BGZ should be discontinued.
8.Puerarin inhibits hydrogen peroxide induced ferroptosis of RSC96 cells through the Nrf2/SLC7A11/GPX4 pathway
Jiayin WANG ; Si ZHENG ; Ming LI ; Qing ZHU ; Longju CHEN
Chinese Journal of Neuroanatomy 2025;41(2):194-200
Objective:To investigate the inhibitory effect and mechanism of puerarin(Pue)on hydrogen peroxide(H2 O2)induced ferroptosis in the rat Schwann cell derived cell line RSC96.Methods:The RSC96 cells were incuba-ted with H2 O2 to establish a cellular injury model,while a subset of cells were co-incubated with H2 O2 and Pue.The vi-ability of cells was examined using the CCK-8 assay.The intracellular levels of glutathione(GSH),total superoxide dismutase(T-SOD),reactive oxygen species(ROS),malondialdehyde(MDA),and ferrous ions(Fe2+)levels were quantified using commercial kits.Western blot was employed to detect the protein expression level of glutathione peroxi-dase 4(GPX4),cyclooxygenase-2(COX-2),solute carrier family 7 member 11(SLC7A11),nuclear factor erythroid 2-related factor 2(Nrf2),and heme oxygenase-1(HO-1).Immunofluorescence assay was performed to examine the expression and nuclear distribution of Nrf2.Results:Pue pretreatment significantly increased the survival rate of H2 O2-treated RSC96 cells,increased the intracellular content of GSH and T-SOD,and inhibited the concentration of ROS and MDA.It also activated the nuclear translocation of Nrf2 and upregulated GPX4,SLC7A11,HO-1,and Nrf2 proteins in RSC96 cells;This effect was abolished by the Nrf2 inhibitor ML385.Conclusion:Pue treatment alleviated the H2 O2-induced ferroptosis of RSC96 cells via the Nrf2/SLC7A11/GPX4 signaling pathway.
9.Prenatal ultrasound evaluation on morphology of Sylvian fissure during the second and third trimesters for screening fetal abnormal cerebral cortical development
Yayan CHEN ; Hui HUANG ; Ke WANG ; Yingni WEI ; Jiayin LIAO ; Shengli LI
Chinese Journal of Medical Imaging Technology 2025;41(6):861-865
Objective To observe the value of prenatal ultrasound evaluation on morphology of Sylvian fissure(SF)during the second and third trimesters for screening fetal abnormal cerebral cortical development.Methods Totally 876 fetuses in the second and third trimesters were retrospectively included.Prenatal ultrasound was performed to observe the morphology of fetal SF and whether there was complicated abnormalities of the development of cerebral cortical and other structures.Then prenatal ultrasound was regularly reexamined,and the pregnancy outcome,while the growth and development of newborns were followed up.Results Among 876 fetuses,normal SF morphology was observed in 861 fetuses(861/876,98.29%),while 11 fetuses(11/876,1.26%)had delayed SF development(normal SF morphology but inconsistent with gestational week)and 4 fetuses(4/876,0.46%)had abnormal SF morphology,all complicated with abnormal cerebral cortical development and/or intracranial and extracranial structural malformations,and reexamination of prenatal ultrasound showed that SF morphology was consistent with the gestational week in 4 fetuses,SF morphology still did not match the gestational week in 4 fetuses,and SF morphology was still abnormal in 2 fetuses.Among these 15 fetuses,6 were successfully born and grew well after followed up until 10-15 months,4 were induced labor,while the rest 4(3 with delayed SF development and 1 with abnormal SF morphology)complicated with other severe malformations and 1 with abnormal SF morphology were induced labor or lost to follow-up,hence not undergoing ultrasound re-examination.Conclusion Prenatal ultrasound evaluation on SF morphology during the second and third trimesters had important value for screening fetal abnormal cerebral cortical development.
10.Clinicopathological features of hyalinizing clear cell carcinoma of the salivary glands: an analysis of 65 cases
Jiayin SONG ; Anlan CHEN ; Binbin LI
Chinese Journal of Pathology 2025;54(10):1055-1061
Objective:To investigate the clinicopathological features, immunophenotype, and gene rearrangement status of hyalinizing clear cell carcinoma (HCCC) of the salivary glands, in order to better understand this rare tumor and improve its precision diagnosis and treatment.Methods:A total of 65 cases of salivary gland HCCC diagnosed at the Peking University School and Hospital of Stomatology, Beijing, China between January 2001 and May 2024 were collected. Clinical features, pathological characteristics, EWSR1 gene rearrangement, and follow-up data were analyzed.Results:There were 33 males and 32 females. The age of the patients ranged from 22 to 85 years, with a median age of 54.0 (40.0, 63.5) years. 93.8% (61/65) of the tumors occurred in the minor salivary glands, most commonly in the palate. Microscopically, the tumors were mainly composed of clear tumor cells. Squamous differentiation was observed in 66.2% (43/65) of the tumors, and mucinous cells in 36.9% (24/65). The tumor stroma showed delicate fibrous septa or hyalinized sheets between tumor nests. Lymph node metastasis occurred in 12.3% (8/65) of the cases, and high-grade transformation was observed in 6.2% (4/65). Tumor cells were all positive for p40 and p63, while SOX10 was positive in 12.3% (8/65) of them. Myoepithelial markers were negative. EWSR1 gene rearrangement was detected in 96.6% of the tumors. Follow-up data showed a 5-year overall survival rate of 93.8%, a local recurrence rate of 9.2%, and a distant metastasis rate of 4.6%.Conclusions:HCCC predominantly arises in minor salivary glands and generally has a favorable prognosis. However, a small proportion of the cases may show high-grade transformation, lymph node metastasis, local recurrence, or distant metastasis. It thus requires long-term and regular follow-up. Accurate diagnosis should be based on a comprehensive assessment of histopathological features, immunophenotype, and gene fusion status.

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