1.Clinical Application of Harmonizing and Regulating Pivot Method in Pulmonary Fibrosis:Based on the Characteristics of Essence-Attribute-Function
Mingsheng LYU ; Hongsheng CUI ; Jia ZHU ; Weibo BI ; Ruifeng JIN ; Zhijie ZHANG ; Qiuyi CHEN ; Siyang YU
Journal of Traditional Chinese Medicine 2026;67(4):381-385
Based on the theory of "shaoyang(少阳) resembling the pivot" and collateral diseases, this article proposes that pulmonary fibrosis (PF) can be divided into three stages including wind bi (痹), constraint bi, and atrophy bi. The core pathogenesis of PF is the obstruction of the pivot and pulmonary collateral obstruction. In terms of treatment, the basic principles are to harmonize and regulate the pivot, and to promote the circulation of the lung collaterals. Depending on the different characteristics of the "essence-attribute-function", treatment methods such as harmonizing and regulating the pivot, resolving phlegm and removing stasis, supplementing deficiency and harmonizing collaterals are suggested. This approach ensures the regulation of the pivot, smooth circulation of qi and blood, unblocking of the lung collaterals and nourishing the lung body, achieving the goals of balancing the ascending and descending of qi, removing phlegm and stasis, and relieving cough and wheezing.
2.Mechanism of Wendan Ningxin Granules in Modulating Diastolic Calcium Leakage-related Proteins to Improve Inflammation-associated Atrial Fibrillation Susceptibility
Biyue SHANG ; Tingting ZHU ; Shunxin LYU ; Zhiwei ZHANG ; Yufei WANG ; Xiangning CUI ; Yingdong LU
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(11):133-143
ObjectiveTo investigate the protective effect and mechanism of Wendan Ningxin granules (WNG) on susceptibility to atrial fibrillation (AF) in mice with inflammatory injury. Methods100 C57BL/6 mice were divided into a blank control group, a model group, a low-dose WNG group (2.34 g·kg-1·d-1), a high-dose WNG group (4.68 g·kg-1·d-1), and an amiodarone positive control group (0.091 g·kg-1·d-1), with 20 mice in each group. Except for the blank control group, mice in other groups received intraperitoneal injections of lipopolysaccharide (LPS) to establish an inflammatory injury model. Treatment groups received continuous intragastric administration of their respective interventions for four weeks. During the fourth week, the treatment groups received LPS injections concurrently with their treatments. The blank control and model groups received distilled water (10 mL·kg-1·d-1) by gavage, with a gavage volume of 10 mL·kg-1 for all groups, once daily. Hematoxylin-eosin (HE) staining and Sirius red staining were used to observe atrial tissue morphology and fibrosis degree. Immunohistochemistry was used to assess the expression of α-smooth muscle actin (α-SMA) in mouse atrial tissue. Electrophysiological detection was performed using a multi-channel electrophysiology mapping system to measure AF inducibility, AF duration, and atrial effective refractory period (AERP). High-resolution optical mapping was used to measure action potential duration (APD) dispersion, conduction heterogeneity index, and calcium transient (CaT) dispersion. Real-time quantitative polymerase chain reaction (Real-time PCR) was used to detect mRNA expression of proteins related to diastolic calcium leakage in mouse atria: Ca2+/calmodulin-dependent protein kinase Ⅱ(CaMKⅡ), ryanodine receptor 2(RyR2), sarco/endoplasmic reticulum Ca²⁺-ATPase (SERCA), and sodium-calcium exchanger (NCX). Western blot analysis was performed to detect the expression of CaMKII, RyR2, SERCA, and NCX proteins in myocardial tissue from each group. Enzyme-linked immunosorbent assay (ELISA) was used to measure serum levels of inflammatory factors interleukin-1β (IL-1β) and tumor necrosis factor-α (TNF-α). ResultsPathological staining results showed that compared with the blank control group, the model group exhibited disrupted atrial tissue structure, inflammatory cell infiltration, atrial fibrosis, and diffuse infiltration of numerous brown α-SMA positive cells in the atrial interstitium (P<0.01). AF could be induced by electrical stimulation with a longer duration. AERP was shortened, while APD dispersion, conduction heterogeneity index, and CaT dispersion were increased (P<0.01). The expression of proteins associated with diastolic calcium leakage, including CaMKⅡ, RyR2, and NCX1, showed elevated mRNA and protein levels, whereas SERCA2a mRNA and protein expression decreased (P<0.05). Serum levels of inflammatory factors IL-1β and TNF-α were elevated (P<0.01). Compared with the model group, intervention with WNG alleviated cardiac structural damage, reduced inflammatory cell infiltration, improved atrial fibrosis, and reduced the diffuse infiltration of α-SMA positive cells (P<0.01). AF inducibility and AF duration upon electrical stimulation were significantly reduced (P<0.05), AERP was prolonged (P<0.05), mRNA and protein expression of CaMKⅡ, RyR2, and NCX1-proteins associated with diastolic calcium leakage-were reduced, whilst mRNA and protein expression of SERCA2a increased (P<0.05), and serum levels of IL-1β and TNF-α were decreased (P<0.01). ConclusionBoth low‑ and high‑dose WNG can effectively reduce susceptibility to inflammation-related AF. The mechanism by which WNG reduce AF susceptibility may be related to regulating proteins involved in sarcoplasmic reticulum diastolic calcium leak, thereby improving cardiac electrical remodeling, and alleviating inflammation-induced myocardial fibrosis, thus improving cardiac structural remodeling.
3.Visualization analysis of literature on the effect of lipid metabolism on osteoporosis
Jie HUANG ; Hao ZENG ; Wenchi WANG ; Zhucheng LYU ; Wei CUI
Chinese Journal of Tissue Engineering Research 2026;30(6):1558-1568
BACKGROUND:Studies have shown that lipid metabolism and related diseases can affect the development of osteoporosis.OBJECTIVE:Using bibliometric visualization analysis software to analyze and summarize the frontier content and research hotspots in the field of lipid metabolism affecting osteoporosis.METHODS:Using the Web of Science core collection database as the retrieval platform,relevant literature regarding the effect of lipid metabolism on osteoporosis from 2004 to 2024 was retrieved.VOSviewer and CiteSpace were used for bibliometric and visual analyses.RESULTS AND CONCLUSION:A total of 1 277 articles were included,and the number of articles on the effect of lipid metabolism on osteoporosis at home and abroad was increasing year by year.The number of articles published in China was 417,ranking first,and the United States was 243,ranking second.Shanghai Jiao Tong University ranked first with 30 articles.Professor Rosen Clifford J from Tufts University School of Medicine and Professor Recker Robert R from Clayton University were the most cited authors.The number of documents published in BONE in the Netherlands ranked first,and the JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM in England was the most cited journal.Bone mineral density,bone metabolism,menopause,and obesity were the core keywords,and they were also research hotspots in this field.The above results show that in the past 20 years,research in the field of lipid metabolism affecting osteoporosis has focused on the role of abnormal lipid metabolism in bone mineral density and bone metabolism,thereby regulating osteoporosis and post-menopause osteoporosis.Clarifying the pathway of this mechanism and"bone-lipid balance"is the future research idea and direction.
4.Univariate and multivariate regression analysis of femoral neck shortening after cannulated screw fixation in femoral neck fractures
Xinbao XU ; Feiyang CHEN ; Yinbing CHEN ; Feixiang ZHANG ; Shujun LYU ; Haidong CUI ; Zhigang CHEN
Chinese Journal of Tissue Engineering Research 2026;30(3):620-625
BACKGROUND:With the development of the aging trend of society,the incidence of femoral neck fractures is increasing.Currently,the preferred surgical treatment is cannulated screw internal fixation.However,post-surgical femoral neck shortening occurs in some cases,resulting in impaired hip functionality.OBJECTIVE:To investigate the incidence of femoral neck shortening following the use of half-threaded cannulated screws for internal fixation in patients with femoral neck fractures,to analyze the effect on hip function,and to identify factors contributing to neck shortening.METHODS:A retrospective analysis was conducted on the medical records of 102 patients treated with half-threaded cannulated screws in an inverted triangle setup for femoral neck fractures at Affiliated Hai'an Hospital of Nantong University from January 2016 to January 2021.This group included 36 males and 66 females at the mean age of(57.2±7.7)years,with 34 cases of Garden type Ⅰ and Ⅱ fractures and 68 of Garden type Ⅲ and Ⅳ fractures.The mean bone mineral density value T was-2.8 SD.The Harris score was used to evaluate the hip function.During the follow-up period,the occurrence of femoral neck shortening was determined using X-ray imagery,and the factors influencing this shortening were examined using both univariate and multivariate regression analyses.RESULTS AND CONCLUSION:(1)Among the 102 patients with femoral neck fractures,30 patients developed femoral neck shortening,accounting for 29.4%.72 patients had no femoral neck shortening(70.6%).(2)The Harris score for patients experiencing neck shortening was significantly lower than that for patients without shortening(P<0.05).(3)The study identified several factors associated with femoral neck shortening following the internal fixation of femoral neck fractures included age,gender,bone mineral density value T,preoperative Garden classification,and quality of reduction.These factors not only affect the shortening of the femoral neck after surgery,but are also directly related to the functional performance of the patient's hip joint.(4)Femoral neck shortening after surgery for femoral neck fracture is associated with various clinical parameters,especially the patient's age,gender,bone mineral density,preoperative classification,and accuracy of reduction during surgery.
5.Visualization analysis of literature on the effect of lipid metabolism on osteoporosis
Jie HUANG ; Hao ZENG ; Wenchi WANG ; Zhucheng LYU ; Wei CUI
Chinese Journal of Tissue Engineering Research 2026;30(6):1558-1568
BACKGROUND:Studies have shown that lipid metabolism and related diseases can affect the development of osteoporosis.OBJECTIVE:Using bibliometric visualization analysis software to analyze and summarize the frontier content and research hotspots in the field of lipid metabolism affecting osteoporosis.METHODS:Using the Web of Science core collection database as the retrieval platform,relevant literature regarding the effect of lipid metabolism on osteoporosis from 2004 to 2024 was retrieved.VOSviewer and CiteSpace were used for bibliometric and visual analyses.RESULTS AND CONCLUSION:A total of 1 277 articles were included,and the number of articles on the effect of lipid metabolism on osteoporosis at home and abroad was increasing year by year.The number of articles published in China was 417,ranking first,and the United States was 243,ranking second.Shanghai Jiao Tong University ranked first with 30 articles.Professor Rosen Clifford J from Tufts University School of Medicine and Professor Recker Robert R from Clayton University were the most cited authors.The number of documents published in BONE in the Netherlands ranked first,and the JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM in England was the most cited journal.Bone mineral density,bone metabolism,menopause,and obesity were the core keywords,and they were also research hotspots in this field.The above results show that in the past 20 years,research in the field of lipid metabolism affecting osteoporosis has focused on the role of abnormal lipid metabolism in bone mineral density and bone metabolism,thereby regulating osteoporosis and post-menopause osteoporosis.Clarifying the pathway of this mechanism and"bone-lipid balance"is the future research idea and direction.
6.Univariate and multivariate regression analysis of femoral neck shortening after cannulated screw fixation in femoral neck fractures
Xinbao XU ; Feiyang CHEN ; Yinbing CHEN ; Feixiang ZHANG ; Shujun LYU ; Haidong CUI ; Zhigang CHEN
Chinese Journal of Tissue Engineering Research 2026;30(3):620-625
BACKGROUND:With the development of the aging trend of society,the incidence of femoral neck fractures is increasing.Currently,the preferred surgical treatment is cannulated screw internal fixation.However,post-surgical femoral neck shortening occurs in some cases,resulting in impaired hip functionality.OBJECTIVE:To investigate the incidence of femoral neck shortening following the use of half-threaded cannulated screws for internal fixation in patients with femoral neck fractures,to analyze the effect on hip function,and to identify factors contributing to neck shortening.METHODS:A retrospective analysis was conducted on the medical records of 102 patients treated with half-threaded cannulated screws in an inverted triangle setup for femoral neck fractures at Affiliated Hai'an Hospital of Nantong University from January 2016 to January 2021.This group included 36 males and 66 females at the mean age of(57.2±7.7)years,with 34 cases of Garden type Ⅰ and Ⅱ fractures and 68 of Garden type Ⅲ and Ⅳ fractures.The mean bone mineral density value T was-2.8 SD.The Harris score was used to evaluate the hip function.During the follow-up period,the occurrence of femoral neck shortening was determined using X-ray imagery,and the factors influencing this shortening were examined using both univariate and multivariate regression analyses.RESULTS AND CONCLUSION:(1)Among the 102 patients with femoral neck fractures,30 patients developed femoral neck shortening,accounting for 29.4%.72 patients had no femoral neck shortening(70.6%).(2)The Harris score for patients experiencing neck shortening was significantly lower than that for patients without shortening(P<0.05).(3)The study identified several factors associated with femoral neck shortening following the internal fixation of femoral neck fractures included age,gender,bone mineral density value T,preoperative Garden classification,and quality of reduction.These factors not only affect the shortening of the femoral neck after surgery,but are also directly related to the functional performance of the patient's hip joint.(4)Femoral neck shortening after surgery for femoral neck fracture is associated with various clinical parameters,especially the patient's age,gender,bone mineral density,preoperative classification,and accuracy of reduction during surgery.
7.Clinical Comprehensive Evaluation of Guanxinjing Capsules in Treating Angina Pectoris of Coronary Heart Disease with Syndrome of Qi Deficiency and Blood Stasis in "6+1" Dimensions
Mengmeng WANG ; Xin CUI ; Jian LYU ; Yanming XIE ; Lianxin WANG
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(2):120-128
ObjectiveTo systematically review the available studies about Guanxinjing capsules in treating angina pectoris of coronary heart disease (syndrome of Qi deficiency and blood stasis), evaluate the evidence quality and comprehensive value of Guanxinjing capsules in 6+1 dimensions involving 9 aspects, and clarify the clinical positioning and advantages of this medicine. MethodsA qualitative combined with quantitative evaluation method was adopted, involving clinical medicine, epidemiology, evidence-based medicine, and pharmacoeconomics. Through public data collection, questionnaire surveys, real-world data collection, and literature comprehensive evaluation, an evaluation system involving 9 aspects in 6+1 dimensions was constructed for Guanxinjing capsules. Experts assigned weights to the criterion layer and indicator layer, and the multi-criteria decision analysis (MCDA) model and CSC (V2.0) were employed to measure each dimension and reveal the clinical value of Guanxinjing capsules. Results①The evaluation results showed that Guanxinjing capsules are safe. According to the adverse reactions in the instructions, the systematic evaluation and meta-analysis of clinical safety, and the data collected by the National Center for Adverse Drug Reaction Monitoring, the adverse reactions of Guanxinjing capsules mainly include chest tightness, dyspnea, dizziness, and digestive system-related symptoms, with a standardized score of 0.75 points, which suggests good safety. ②The meta-analysis results suggest that according to the same efficacy standards, the effectiveness of Guanxinjing capsules alone and Guanxinjing capsules combined with conventional Western medicine or Chinese patent medicines is higher than that of conventional Western medicine or the Chinese patent medicine Shenshao capsules alone in treating coronary heart disease. The standardized score of effectiveness is 0.57, which indicates that the effectiveness still requires evidence support. ③With the individual disposable income in 2020 as the expected payment assumption threshold, compared with conventional treatment alone, combining Guanxinjing capsules with conventional treatment is cost-effective and economical for the patients with angina pectoris of coronary heart disease under certain conditions (higher than 106.91 yuan), which suggests good economy. ④At present, 3 patents for the invention of Guanxinjing capsules have been approved, covering multiple fields such as clinical innovation, service system innovation, and industrial development, which implies good innovation. ⑤In addition, the questionnaire surveys for medical staff involve five different dimensions, and the statistical scores and evaluation results show good suitability of Guanxinjing capsules. ⑥The reimbursement rate of Guanxinjing capsules by residents is high. The sampling survey results show that Guanxinjing capsules are fully equipped in hospitals across China and have good accessibility. ⑦Derived from the theory of activating blood and resolving stasis proposed by Wang Qingren, a famous physician in the Qing Dynasty, Guanxinjing capsules integrate multiple therapies such as replenishing Qi, nourishing Yin, and aromatic warming and unblocking. According to the analysis data in the "6+1" dimensions, the clinical comprehensive evaluation score of Guanxinjing capsules for angina pectoris of coronary heart disease (syndrome of Qi deficiency and blood stasis) was 0.73. ConclusionThe results of comprehensive evaluation of each dimension and clinical value suggest that Guanxinjing capsules in treating angina pectoris of coronary heart disease (syndrome of Qi deficiency and blood stasis) have sufficient clinical evidence, good safety, suitability, and accessibility. It is recommended that Guanxinjing capsules can be included in the documents of basic clinical medication management in accordance with the established procedure.
8.Pathogenesis and Treatment Based on Syndrome Differentiation of Traditional Chinese Medicine for Cough Variant Asthma: A Review
Jingshu LUO ; Mingxia YU ; Mingsheng LYU ; Hongsheng CUI
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(22):125-134
Cough variant asthma (CVA) is a special type of asthma and the most common cause of chronic cough in China. It has a relatively high incidence, seriously affects patients' quality of life, and in some cases may even progress to typical asthma, posing an important challenge in the field of health economics. At present, first-line treatment in Western medicine mainly consists of inhaled corticosteroids combined with bronchodilators. However, there remain many problems such as poor efficacy in some patients, frequent relapse after drug withdrawal, and poor compliance, making it urgent to improve treatment strategies. In-depth research on the pathogenesis is helpful for a comprehensive understanding and prevention of CVA. The pathogenesis of CVA is complex and involves multiple pathophysiological links. While similar to typical asthma, it still presents some differences. Traditional Chinese medicine (TCM) has unique advantages in the treatment of CVA. Guided by the theory of syndrome differentiation and treatment, TCM can not only improve the clinical symptoms of CVA but also prevent recurrence. In recent years, with the continuous deepening of research on the pathogenesis of CVA and on its treatment with TCM based on syndrome differentiation, related academic achievements have been updated year by year. A review of literature in China and abroad shows that the current pathogenesis of CVA can be summarized into six aspects: airway inflammation, airway remodeling, airway hyperresponsiveness, cough hypersensitivity, genetic factors, and imbalance of intestinal flora. TCM often differentiates and treats CVA from four perspectives: cause, disease location, disease nature, and disease tendency. This paper systematically summarizes the progress in the study of CVA pathogenesis, comprehensively collates the experience and clinical research evidence on its treatment with TCM based on syndrome differentiation, and discusses the problems existing in current research. On this basis, it puts forward suggestions and prospects for future research and development of TCM in the treatment of CVA, with a view to providing a theoretical basis and therapeutic approaches for its prevention and treatment.
9.Mechanism of Qishen Yiqi Dropping Pills in regulating gut microbiota and ROS/TXNIP/NLRP3 signaling pathway to improve chronic heart failure in rats
Lifei LYU ; Tingting ZHU ; Fan DING ; Yingdong LU ; Xiangning CUI
Journal of Beijing University of Traditional Chinese Medicine 2025;48(3):354-369
Objective:
This study explored the regulatory effects of QiShen Yiqi Dropping Pills (QSYQ) on chronic heart failure (CHF) in rats and their related mechanisms based on the gut microbiota and reactive oxygen species (ROS)/thioredoxin interacting protein (TXNIP)/NOD-like receptor protein 3 (NLRP3) signaling pathway.
Methods:
Sixty-five SPF-grade male SD rats were used to establish a CHF model through subcutaneous multiple injections of isoproterenol (ISO) combined with exhaustion and food control methods. The modeled rats were randomly divided into model, captopril (5.30 mg/kg), and QSYQ low-, medium-, and high-dose groups (0.08, 0.16, and 0.32 g/kg, respectively), with 11 rats per group, plus a blank group of seven rats. The medication groups were given corresponding drugs by gavage, whereas the blank and model groups were administered an equivalent volume of purified water continuously for four weeks. Rat heart function was assessed via transthoracic echocardiography, and myocardial tissue pathology changes were observed through hematoxylin and eosin staining. Serum levels of brain natriuretic peptide (BNP), lipopolysaccharide (LPS), interleukin-18 (IL-18), and interleukin-1β (IL-1β) were measured using an enzyme-linked immunosorbent assay. Automated biochemical analyzers were used to determine creatine kinase (CK), lactate dehydrogenase (LDH), and MB isoenzyme of creatine kinase (CK-MB) content. Myocardial ROS levels were examined using flow cytometry; myocardial TXNIP and NLRP3 expression were detected using immunohistochemistry. Real-time qPCR and Western blotting were used to examine myocardial mRNA and protein expression of TXNIP, NLRP3, apoptosis-related spot-like protein (ASC), caspase-1, and IL-1β, as well as myocardial thioredoxin (Trx) and colonic tight junction proteins (zonula occludens-1, ZO-1), occludin, and claudin-5. Differences in the gut microbiota of the blank, model, and QSYQ high-dose groups were determined using high-throughput 16S rDNA sequencing.
Results:
Compared to the blank group, the model group exhibited significantly reduced left ventricular ejection fraction (LVEF) and left ventricular fraction shortening (LVFS) (P<0.01); increased serum BNP, LPS, IL-18, and IL-1β (P<0.01) levels; increased CK, LDH, and CK-MB (P<0.01) contents; visible myocardial tissue fibrous edema, wavy appearance, cytoplasmic loosening, round vacuolar degeneration, local tissue fibrous dissolution replaced by proliferative connective tissue, accompanied by inflammatory cell infiltration; significantly increased myocardial ROS levels (P<0.01); and significantly increased myocardial TXNIP and NLRP3 expression (P<0.01). TXNIP, NLRP3, ASC, caspase-1, and IL-1β mRNA and protein expression were significantly increased (P<0.05, P<0.01, respectively), whereas Trx, ZO-1, occludin, and claudin-5 expression was significantly decreased (P<0.01). Compared to the model group, the QSYQ high-dose group showed the most significant changes (P<0.05, P<0.01), with significant increases in LVEF and LVFS (P<0.01); significant decreases in serum BNP, LPS, IL-18, and IL-1β levels (P<0.01); significant reductions in CK, LDH, and CK-MB content (P<0.01); improved myocardial tissue damage; significantly decreased myocardial ROS levels (P<0.01); and significantly reduced myocardial TXNIP and NLRP3 expression (P<0.01). TXNIP, NLRP3, ASC, caspase-1, and IL-1β mRNA and protein expression were significantly decreased (P<0.05, P<0.01), whereas Trx, ZO-1, occludin, and claudin-5 expression was significantly increased (P<0.01). 16S rDNA sequencing results confirmed that the gut microbiota of rats changed after modeling and drug intervention, with significant differences in both α- and β-diversity. Compared to the blank group, at the family level, the abundance of Oscillospiraceae decreased (P<0.05), whereas the abundance of Lactobacillaceae increased. At the species level, the abundance of Segatella copri and Treponema succinifaciens increased, whereas the abundance of Kineothrix alysoides (P<0.05), Ruminococcus callidus, and Prevotellamassilia timonensis decreased. Compared to the model group, at the family level, the abundance of Oscillospiraceae increased (P<0.05) in the QSYQ high-dose group, whereas the abundance of Lactobacillaceae decreased. At the species level, the abundance of Segatella copri and Treponema succinifaciens decreased, whereas the abundance of Kineothrix alysoides increased (P<0.05).
Conclusion
QSYQ can regulate the relative abundance of symbiotic bacteria Kineothrix alysoides in the intestines, reduce serum LPS levels, inhibit the ROS/TXNIP/NLRP3 signaling pathway, and improve inflammatory responses, thereby exerting therapeutic effects on CHF.
10.Automatic recognition and segmentation of brachial plexus in ultrasonic images based on deep learning
Duo SHI ; Han ZHANG ; Peipei LIU ; Ruichao ZHANG ; Qingyu LIU ; Hao SUN ; Xiaofang FU ; Mengjie DOU ; Junpu HU ; Changqin SUN ; Keyan LI ; Jianqiu HU ; Guangquan ZHOU ; Ligang CUI ; Ping ZHOU ; Faqin LYU
Chinese Journal of Ultrasonography 2025;34(9):737-744
Objective:To propose a deep learning(DL)-based ultrasound imaging auxiliary tool for automatic segmentation and recognition of the brachial plexus(BP),and to enhance the accuracy and safety of clinical procedures.Methods:It was a multicenter study that collected 773 healthy subjects from Peking University Third Hospital and its branch campuses,the Third Medical Center of the Chinese PLA General Hospital,and Shanghai Eighth People's Hospital between August 2024 and February 2025. Brachial plexus(BP)images in the interscalene groove were captured used high-frequency ultrasound by senior sonographers,a dataset comprising 1 289 standardized images were constructed and the improved model(CHA-TransUNet)was trained. The test set was input into 6 different models(CHA-TransUNet,R50-Unet,TransUnet,SegFormer,SwinUnet,MISSFormer)for segmentation. Segmentation accuracy was evaluated using metrics including the Dice similarity coefficient(DSC),95% Hausdorff distance(HD95)and mean intersection over union(mIoU),and was compared with the segmentation results of 3 ultrasound physicians with varying experience levels(junior physicians and senior physicians)to validate the model's segmentation efficacy.Results:The CHA-TransUNet model established based on a dataset of 1 289 standardized images achieved segmentation results for the BP with a DSC of 90.15%,mIoU of 91.02%,and HD95 of 8.08. Its accuracy was higher than other mainstream models(DSC:90.15% vs. 87.60%,87.77%,81.35%,84.78%,84.55%),significantly better than junior physicians(DSC:90.15% vs. 68.73%, Z=-127.76, P<0.001),and approached the level of senior physician(DSC:90.15% vs. 86.15%, Z=-31.33, P=0.549). The model demonstrated superior boundary recognition in complex anatomical structures(e.g.,C6/C7 nerve roots)compared to ultrasound physicians(junior and senior)(HD95:8.08 vs. 26.34,17.44,56.80). Conclusions:This study proposes an analysis model for BP ultrasound images,CHA-TransUNet. This model achieves segmentation and recognition of the BP with relatively complex pathways and structures. The model exhibits high accuracy and stability,outperforming current mainstream network models and junior physicians while approaching the performance level of senior physicians. It assists junior physicians or trainees in more accurately identifying and localizing the BP.


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