1.Mechanism of Xiezhuo Jiedu Prescription in Treatment of Ulcerative Colitis by Inhibiting Ferroptosis and Alleviating Intestinal Mucosal Injury Based on Nrf2/SLC7A11/GPX4 Signaling Pathway
Qiang CHUAI ; Wenjing ZHAI ; Sujie JIA ; Xiaomeng LANG ; Jie REN ; Xin KANG ; Shijie REN ; Xingchi LIU ; Xin LIU ; Xiaohong JIANG ; Jianping LIU
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(1):160-169
ObjectiveTo investigate the mechanism of Xiezhuo Jiedu prescription in the treatment of ulcerative colitis (UC) by inhibiting ferroptosis and alleviating intestinal mucosal injury based on the nuclear factor E2 related factor 2/solute carrier family 7 member/glutathione peroxidase 4 (Nrf2/SLC7A11/GPX4) signaling pathway. MethodsA total of 60 male SD rats were divided into a normal group, a model group, high- and low-dose Xiezhuo Jiedu prescription groups (26.64 and 13.32 g·kg-1, respectively), a ferroptosis inhibitor group (Ferrostatin-1, 0.005 g·kg-1), and a mesalazine group (0.27 g·kg-1), with 10 rats in each group. A UC rat model was established by intrarectal administration of trinitrobenzene sulfonic acid (TNBS)-ethanol. The normal group and the model group were intragastrically administered normal saline. The other groups were given intragastric administration according to the corresponding dosage for 7 d. The general condition, disease activity index (DAI) score, colon length, and mucosal injury index (CDMI) score were observed in each group. The pathological changes of colon tissue in each group were observed by hematoxylin-eosin (HE) staining. The intestinal mucosa and mitochondrial morphology in each group were observed by transmission electron microscopy. The expression levels of Occludin, Claudin-1, mucin 2 (MUC2), and E-cadherin in intestinal tissue were detected by immunofluorescence (IF). Enzyme-linked immunosorbent assay (ELISA) was used to detect the expression levels of serum tumor necrosis factor-α (TNF-α), interleukin-6 (IL-6), and interleukin-10 (IL-10) in each group, and a lactic acid assay kit or ELISA was employed to detect the expression levels of reactive oxygen species (ROS), ferrous ions (Fe2+), glutathione (GSH), malondialdehyde (MDA), 4-hydroxynonenal (4-HNE), diamine oxidase (DAO), and D-lactate (D-LA). Real-time quantitative polymerase chain reaction (Real-time PCR) was applied to detect the mRNA expression levels of Nrf2, SLC7A11, GPX4, Occludin, Claudin-1, MUC2, and E-cadherin in each group, and Western blot was adopted to detect the protein expression levels of Nrf2, p-Nrf2, SLC7A11, and GPX4 in each group. ResultsCompared with the normal group, rats in the model group exhibited listlessness, sluggish response, and mucopurulent and bloody stools. The model group also showed significantly increased DAI score, colon length, CDMI score, and expression levels of TNF-α, IL-6, ROS, Fe2+, MDA, 4-HNE, DAO, and D-LA (P<0.01). In addition, it presented significantly decreased IF values of Occludin, Claudin-1, MUC2, and E-cadherin and mRNA and protein expression levels of IL-10, GSH, Nrf2, p-Nrf2, SLC7A11, and GPX4 (P<0.01). There were different degrees of improvement in each administration group after treatment, and the improvement was the most significant in the high-dose Xiezhuo Jiedu prescription group (P<0.01). ConclusionXiezhuo Jiedu prescription may alleviate intestinal mucosal injury by inhibiting ferroptosis of intestinal epithelial cells via regulating the Nrf2/SLC7A11/GPX4 signaling pathway, thereby exhibiting efficacy in the treatment of UC.
2.Association of insulin-like growth factor binding protein-3 gene polymorphism at the rs10225396 locus with susceptibility to hepatocellular carcinoma
Shijie LIU ; Guang JIN ; Hesong CUI ; Shuyao SUN ; Yuke LIN ; Qingsong CUI
Journal of Clinical Hepatology 2026;42(4):882-889
ObjectiveTo investigate the association of the single nucleotide polymorphism (SNP) of the insulin-like growth factor binding protein-3 (IGFBP3) gene at rs10225396 (A>G) locus with the susceptibility to hepatocellular carcinoma, as well as its potential molecular regulatory mechanisms, and to provide novel genetic biomarkers and a theoretical basis for early screening and precise targeted therapy for hepatocellular carcinoma. MethodsA total of 192 patients with hepatocellular carcinoma who were admitted to The Affiliated Hospital of Yanbian University and Yanbian Cancer Hospital from January 2009 to August 2016 were enrolled as experimental group, and 190 healthy individuals who underwent physical examination in Physical Examination Center of Yanbian Hospital during the same period of time were enrolled as control group. Peripheral blood samples were collected from all subjects, and after DNA was extracted from whole blood, the DNA samples meeting quality standards were sent to Beijing Genomics Institute Research Center Co., Ltd., for Mass ARRAY mass spectrometry, while genotyping was completed. The independent-samples t test was used for comparison of continuous data between two groups, and the chi-square test was used for comparison of categorical data between two groups. A binary Logistic regression model was used to analyze the association of the SNP of the IGFBP3 gene at rs10225396 locus with the susceptibility to hepatocellular carcinoma, and odds ratio (OR) and 95% confidence interval (CI) were calculated to assess the risk of developing hepatocellular carcinoma in individuals carrying different genotypes. ResultsThere were two alleles (G and A) at the rs10225396 locus of the IGFBP3 gene, yielding the three genotypes of AA, AG, and GG, and its genotype distribution was consistent with the Hardy-Weinberg equilibrium (χ²=0.072, P=0.789). The stratified genetic analysis showed that carriers of the IGFBP3 rs10225396 AA genotype had a significant increased risk of hepatocellular carcinoma among individuals of age <63 years, male sex, smoking history, drinking history, and the Chinese Korean population (all P<0.001). The binary Logistic regression analysis showed that after adjustment for related risk factors in the codominant model, the population with genotype AG and GG had a significant reduction in the risk of hepatocellular carcinoma compared with the population with genotype AA (P<0.001), and in the dominant model, the population with genotype AG+GG had a significant reduction in the risk of hepatocellular carcinoma compared with the population with genotype AA (P<0.001). ConclusionThrough a genotyping analysis of hepatocellular carcinoma patients and healthy individuals in Yanbian Korean Autonomous Prefecture of Jilin Province, China, this study shows that genotype AA at rs10225396 locus of the IGFBP3 gene is significantly associated with the susceptibility to hepatocellular carcinoma, and this genotype can significantly increase the risk of developing hepatocellular carcinoma with the presence of specific risk factors, which provides a potential genetic marker for early screening and precise treatment of hepatocellular carcinoma.
3.Establishment and verification of Questionnaire on the Legal Legitimacy of Enterprise Occupational Health Managers
Linyun LU ; Ruqing LIU ; Shijie HU ; Ruwei HU
China Occupational Medicine 2026;53(1):30-36
Objective To develop a questionnaire for measuring the legal legitimacy of occupational health managers among enterprises, and to evaluate its reliability and validity. Methods Based on the theory of subjective procedural justice, an item pool for the Questionnaire on the Legal Legitimacy of Enterprise Occupational Health Managers was constructed through literature review and policy screening, database collation, and expert interviews. The Delphi method was used to conduct two rounds of expert consultation with 37 experts, and the questionnaire item pool was adjusted and refined based on the experts' opinions to determine the final version of the questionnaire. A total of 317 occupational health managers were selected using a random number table method to complete the questionnaire survey. The data were then used to evaluate its reliability and validity. Results The questionnaire response rates for the two rounds of expert consultation were 94.6% and 100.0%, respectively. The expert authority coefficient was 0.82, and Kendall's W coefficients of concordance were 0.16 and 0.23, respectively (both P<0.001). The final version of Questionnaire on the Legal Legitimacy of Enterprise Occupational Health Managers consists of four dimensions (legal statement, law enforcement, social environment, and obligation to comply with the law) with a total of 21 items. The Cronbach's α coefficients for the overall questionnaire and its four dimensions were 0.96, 0.97, 0.98, 0.70, and 0.91, respectively (all >0.70). The corrected item-total correlation for each item was >0.50. The results of confirmatory factor analysis indicated that all fit indices met good fit standards: 2/df ratio = 2.85, goodness-of-fit index = 0.917, adjusted goodness-of-fit index = 0.905, comparative fit index = 0.933, Tucker-Lewis index = 0.909, root mean square error of approximation = 0.056, and standardized root mean square residual = 0.059. The composite reliabilities for the four dimensions were 0.97, 0.98, 0.63, and 0.89, respectively. The average variance extracted values were 0.73, 0.91, 0.45, and 0.73, respectively. Conclusion The newly developed Questionnaire on the Legal Legitimacy of Enterprise Occupational Health Managers demonstrates good reliability and validity, with strong scientific rigor and robustness. It can be used as a measurement tool for assessing the legal legitimacy of occupational disease prevention and control laws and regulations among enterprise occupational health managers.
4.Pathogenic Mechanisms and Advances in Diagnosis and Treatment of Cancer-Related Anorexia
Zehao LIU ; Miao XU ; Peng XUE ; Shijie ZHU ; Feiyu XIE
Cancer Research on Prevention and Treatment 2026;53(8):616-624
Cancer-related anorexia (CRA) is a common and severe complication of malignant tumors. It is characterized by persistent appetite loss, early satiety, and reduced food intake. It directly leads to malnutrition, decreased treatment tolerance, reduced quality of life, and worsened prognosis. Its pathogenesis is complex, involving a multilayered network of interactions, including the dysregulation of the hypothalamic feeding center, imbalance of peripheral appetite hormones and systemic inflammatory mediators, and actions of tumor-derived factors. It is also highly influenced by anticancer treatments, such as chemotherapy, radiotherapy, and surgery. Current clinical management is dominated by multimodal comprehensive therapy based on progestogens, glucocorticoids and prokinetic agents, combined with nutritional support, rehabilitation exercise, psychological intervention and traditional Chinese medicine. However, highly effective approaches capable of fundamentally reversing the disease course of CRA are still lacking. This article provides a systematic review of the pathophysiological mechanisms, clinical assessment tools, and comprehensive treatment strategies for CRA. It also presents a discussion on future research directions based on the latest advances to provide a theoretical basis and reference for optimizing clinical practice and developing novel intervention strategies.
5.Research progress in ocular microneedle drug delivery technology
Shijie LIU ; Wei WEI ; Langen LI
International Eye Science 2026;26(11):1984-1990
Conventional ocular drug delivery approaches have notable clinical limitations: eye drops achieve only 1%-5% bioavailability, while intravitreal injections carry a 0.01%-0.1% risk of endophthalmitis. As a minimally invasive delivery technology that overcomes the bottlenecks of traditional administration, ocular microneedles can significantly improve drug bioavailability and extend sustained release, showing promising advantages in preclinical studies. Focused on clinical needs, this review systematically summarizes the classification, preclinical evidence, and clinical translation potential of ocular microneedles, outlines their scope of application and efficacy characteristics, analyzes potential risks and translational bottlenecks, and proposes targeted implementation strategies. Currently, this technology still faces challenges such as insufficient puncture precision and insufficient long-term ocular safety data in humans. There is an urgent need to establish an ophthalmology-specific safety evaluation system, improve approval procedures and quality control standards, and prioritize the clinical translation of ocular-surface microneedles ,so as to provide accessible, minimally invasive treatment options for chronic and refractory ophthalmic diseases.
6.Midterm outcomes of Bentall procedure versus isolated aortic valve replacement for bicuspid aortic valve with severe stenosis and ascending aortic dilation
Shijie LI ; Tianbo LI ; Zhipeng YANG ; Chencheng LIU ; Wencheng PAN ; Bo XU ; Yong WANG
Journal of Army Medical University 2025;47(13):1505-1511
Objective To compare the midterm outcomes of the Bentall procedure versus isolated aortic valve replacement(AVR)in patients with bicuspid aortic valve(BAV)complicated with severe stenosis and ascending aortic dilation in order to assess the therapeutic value of these surgical approaches for this complex cardiac condition.Methods A retrospective cohort study was conducted on 96 eligible patients who underwent surgical treatment in our institute between January 2018 and December 2022.According to surgical approaches,they were divided into an AVR group(65 cases)and a Bentall group(31 cases).Demographic features,comorbidities,preoperative status,and echocardiographic parameters were collected in all patients.Propensity score matching(PSM)was applied in a 1:1 ratio to balance baseline characteristics.Perioperative indicators and follow-up data were compared and analyzed between matched cohorts after control of cofounding factors.Results After PSM,25 matched pairs were screened out and analyzed with comparable baseline data(all P>0.05).The Bentall group demonstrated significantly more superior intraoperative effective orifice area(EOA,2.69±0.47 vs 2.35±0.47 cm2,P=0.013)and EOA index(EOAI,1.69±0.30 vs 1.47±0.29 cm2/m2,P=0.010),and obviously longer cardiopulmonary bypass time[190.00(147.00,257.00)vs 101.00(88.50,124.50)min,P<0.01]and aortic cross-clamp time[141.00(120.00,166.00)vs 66.00(55.00,81.50)min,P<0.01]when compared with the AVR group.During a median follow-up of 28 months,the AVR group had notably larger aortic sinus diameter[32.00(30.00,34.00)vs 26.80(26.00,28.00)mm,P<0.01]and ascending aortic diameter[38.00(34.50,42.00)mm vs 26.00(26.00,28.00)mm,P<0.01],with ongoing dilation in the ascending aorta,while the Bentall group maintained stable dimensions.The Bentall group also showed statistically lower peak aortic valve pressure gradients[21.00(15.50,27.00)vs 25.00(19.50,31.00)mmHg,P=0.049].Conclusion Both Bentall procedure and AVR are effective in treatment of BAV complicated with severe stenosis and ascending aortic dilation.But,Bentall procedure offers advantages in hemodynamic optimization and aortic stability.
7.A multicentre retrospective study of house dust mite allergen preparation treating multi-sensitized allergic rhinitis patients
Zhouxian PAN ; Shengyang YAO ; Yongshi YANG ; Lisha LI ; Ruonan CHAI ; Wenchao GUAN ; Xiaoshang LOU ; Chuanhe LIU ; Li SHA ; Yanmin BAO ; Shijie ZHUANG ; Yin WANG ; Kai GUAN ; Rongfei ZHU
Chinese Journal of Preventive Medicine 2025;59(6):834-843
Objective:To investigate, for multi-sensitized allergic rhinitis (AR) patients allergic to dust mites combined with other allergens (pollen, mold, animal dander, etc.), whether the single dust mite subcutaneous immunotherapy (SCIT) can improve the specific symptoms caused by other allergens in the patients, and to analyze the relationship between the effectiveness of symptom improvement in these patients and the type, quantity and severity of the allergens.Methods:A multicenter retrospective study was conducted to collect mul-sensitized AR patients from allergy or respiratory departments of 5 hospitals who received house dust mite allergen preparation SCIT for 12 to 36 months and met other inclusion and exclusion criteria from February to July 2024. General clinical data were collected and the perennial or seasonal symptoms before and after treatment were evaluated with visual analogue scale (VAS) to assess whether there was an perennial or allergen-specific symptom improvement (VAS score decrease ≥30%), by which the patients were divided into effective group and ineffective. R software was used to analyze the differences between groups by using Fisher′s exact test and Mann-Whitney U test. Results:A total of 62 patients were enrolled, and the treatment were effective in 39 of them, with an effective rate of 62.9%. For allergen-specific symptoms, the median age of the effective group was higher than that of the ineffective group (12 years old vs. 8 years old, P=0.039), and the effective rate in dust mite specific immunoglobin E (sIgE) grade ≤5 group was higher than that in sIgE grade >5 group (81.6% vs. 45.5%, P=0.008), and the effective rate of mold sIgE grade ≤2 group was higher than that of sIgE grade >2 group (83.3% vs. 28.6%, P=0.045), and there was no statistically significant correlation between the other allergen grades and the effective rate ( P>0.05). For perennial symptoms, the effective rate in the mold grade ≤2 group was higher than that in the sIgE grade >2 group (91.3% vs. 28.6%, P=0.010), and there was no statistically significant correlation between the other allergen grades and the effective rate ( P>0.05). There was no significant correlation between the treatment effectiveness of perennial or allergen-specific symptoms and the number of combined allergens, the grade of skin test, and the difference between the grade of combined allergens and that of dust mites ( P>0.05). Conclusion:Among the patients with multi-sensitized AR allergic to dust mites included in this study, single dust mite SCIT is effective in some of them, and for allergen-specific symptoms, the effective group was elder, and dust mite sIgE grade 6 and mold sIgE grade ≥2 was related to the low effective rate of SCIT. The present results are insufficient for selecting single or multiple AIT in any type of multi-sensitized patients.
8.The core issue of the management of occupational health technical service institutions in China under new circumstances
Xiaodong SHI ; Shijie HU ; Han ZHAO ; Dongshan LIU
China Occupational Medicine 2025;52(1):82-88
Occupational health technical service (OHTS) is one of the core contents in the technical support system of occupational disease prevention and control, and efficient management of OHTS institutions is necessary for improving the service ability. At present, OHTS institutions in China face several issues, such as uneven distribution in terms of quantity, function, unclear area coverage and roles and overlapping responsibilities among different types of institutions, and insufficient service capabilities with inconsistent service levels in some institutions. With the implementation of the national reform like the “separating permits from business license” and “delegate power, streamline administration and optimize government services"”policies, the management mode and operational approach of OHTS institutions have been profoundly changed. In light of this, five key recommendations are proposed to improve the management of OHTS institutions and enhance their management effectiveness, ensuring the sustainable development of national OHTS services. Firstly, it is necessary to clarify the relationship between national and provincial administrative levels in managing OHTS institutions to ensure their healthy and orderly development. Secondly, multiple measurements are taken to strengthen OHTS institutional capacity building to address regional disparities in technical capabilities and service quality. Thirdly, both technical capabilities and service quality should be focused on strengthening the supervision and management of OHTS institutions, preventing the decline of key conditions such as staffing, laboratories, equipment, and quality management after obtaining qualifications. Fourthly, “dual randomized- inspections and one open” and “internet+supervision” methods are used as basic tools for managing OHTS institutions operating across multiple provincial regions and enforcing cross-regional law. Fifthly, professional integrity of radiological health service institutions should be restored to effectively apply their technical advantages in their specialized fields.
9.Clinical application and efficacy observation of a self-designed transpedicular intravertebral bone grafting device in percutaneous pedicle screw fixation for thoracolumbar fractures
Yue WANG ; Shijie CHEN ; Chengzhao LIU
Chinese Journal of Spine and Spinal Cord 2025;35(10):1039-1049
Objectives:To investigate the application effect of a self-designed transpedicular intravertebral bone grafting device in percutaneous pedicle screw fixation for thoracolumbar fractures,and to evaluate its safety and the role in preventing the"shell"phenomenon.Methods:A retrospective analysis was performed on 49 patients with thoracolumbar fractures who underwent percutaneous pedicle screw fixation combined with intravertebral bone grafting at our hospital from January 2018 to January 2023.Among them,25 patients were treated with a self-designed transpedicular intavertebral bone grafting device[Self-designed device group:8 males,17 females,aged 48.0±9.7 years;Body mass index(BMI)21.6±2.7kg/m2;T11 3 cases,T12 9 cases,L17 cases,L2 6 cases;Thoracolumbar injury classification and severity(TLICS)score 4.3±0.5;AO classification:A3 18 cases,A4 7 cases].The other 24 patients were treated with a conventional technique bone grafting funnel(Conventional technique group:11 males,13 females,aged 48.2±10.7 years;Body mass index 21.4±2.7kg/m2;T11 6 cases,T12 6 cases,L1 8 cases,L2 4 cases;TLICS score 4.3±0.5;AO classification:A3 17 cases,A4 7 cases).There were no statistically significant differences between the two groups in age,gender ratio,body mass index,fracture level,AO classification,or TLICS score(P>0.05).The total operativetime,graft implantation time,fluoroscopy frequency during bone grafting,intraoperative blood loss,hospital stay,and in-traoperative complications were compared between the two groups.Low back pain was assessed using visual analogue scale(VAS)score,lumbar function was evaluated using Oswestry disability index(ODI)and Japanese Orthopaedic Association(JOA)score preoperatively,at 3 months and 1 year postoperatively.The local kyphotic angle(LKA)and anterior vertebral height ratio(AVHR)were measured and compared preoperatively,immediately postoperatively,at 3 months and 1 year postoperatively.Immediate postoperative CT scan was performed to determine bone graft distribution,assess iatrogenic injuries to the pedicle or anterior vertebral wall,and iden-tify the"shell"phenomenon.Follow-up CT at 1 year postoperatively was performed to evaluate bony fusion and the outcomes of the"shell"phenomenon.Results:All the patients successfully completed the surgery and were followed up for over 12 months(17.0±3.1 months).The self-designed device group was significantly lower in fluoroscopy frequency during bone grafting(11.0±1.5 vs.13.5±1.7,P<0.05)and longer in graft implan-tation time(15.0±1.7min vs.12.7±1.9min,P<0.05)than the conventional technique group,but there was no significant difference in total operative time between the two groups(P>0.05).In the conventional technique group,3 cases(12.5%)had pedicle injuries,9 cases(37.5%)had anterior vertebral wall injuries,and 12 cases(50.0%)had bone graft material leakage;In contrast,the self-designed device group had no pedicle or ante-rior wall injuries,and there were 4 cases(16%)of bone graft leakage.The difference in complication rates be-tween the two groups was statistically significant(P<0.05).Both groups showed significant improvement in LKA and AVHR immediately postoperatively,at 3 months,and at 1 year compared to preoperative values(P<0.05).VAS score,ODI,and JOA score also significantly improved at 3 months and 1 year postoperatively compared to preoperative scores(P<0.05).The"shell"phenomenon occurred in 5 cases in the self-designed device group,with 1 case healed at the 1-year follow-up,which occurred in 8 cases in the conventional technique group,with 2 cases healed at 1 year,and the difference was no statistically significant(P>0.05).Conclusions:The application of the self-designed minimally invasive transpedicular vertebral bone grafting device in percu-taneous pedicle screw fixation combined with vertebral bone grafting for thoracolumbar fractures can reduce intraoperative fluoroscopy frequency and complications,therefore to improve surgical safety.
10.Ultrasound radiomics combined with machine learning for early diagnosis of seronegative hashimoto’s thyroiditis
Wenjun WU ; Chang LIU ; Shengsheng YAO ; Daming LIU ; Yuan LUO ; Yihan SUN ; Ting RUAN ; Mengyou LIU ; Li SHI ; Mingming XIAO ; Qi ZHANG ; Zhengshuai LIU ; Xingai JU ; Jiahao WANG ; Xiang FEI ; Li LU ; Yang GAO ; Ying ZHANG ; Liying GONG ; Xuanyu CHEN ; Wanli ZHENG ; Xiali NIU ; Xiao YANG ; Huimei CAO ; Shijie CHANG ; Zuoxin MA ; Jianchun CUI
Chinese Journal of Endocrine Surgery 2025;19(3):313-319
Objective:To evaluate the value of ultrasound radiomics combined with machine learning for early diagnosis of seronegative Hashimoto’s thyroiditis (SN-HT) .Methods:This retrospective study included 164 patients from Liaoning Provincial People’s Hospital , Lixin County People’s Hospital, Linghai Dalinghe Hospital, Fengcheng Phoenix Hospital, who underwent thyroidectomy for solitary nodules with normal thyroid function between Nov. 2016 and Jan. 2024. Postoperative pathology confirmed Hashimoto’s thyroiditis (HT) in some cases, who were further categorized into antibody-positive and antibody-negative groups based on serum antibody status. Patients without Hashimoto’s thyroiditis served as the control group. A total of 298 ultrasound images were analyzed. Radiomics features were extracted from hypoechoic non-nodular areas within 0.5 cm surrounding the tumor. Two senior pathologists and two senior ultrasound physicians independently assessed lymphocytic infiltration, eosinophilic changes of follicular epithelium, and the proportion of hypoechoic areas in pathology and ultrasound images, respectively. A machine learning model, CCH-NET, was developed using linear regression and t-distributed stochastic neighbor embedding (t-SNE) techniques. The dataset was divided into a training set (80%) and a validation set (20%) to compare the diagnostic accuracy of CCH-NET with that of senior ultrasound physicians. Results:In internal validation, CCH-NET achieved a diagnostic accuracy of 88.89% for both antibody-positive and antibody-negative groups, significantly higher than the 66.67% accuracy of senior ultrasound physicians ( P<0.01). In external validation, CCH-NET achieved 75.00% and 66.67% accuracy for the two groups, compared to 50.00% by senior ultrasound physicians. For the control group, both methods achieved 93.33% accuracy. The AUC of CCH-NET was 0.848, outperforming senior ultrasound physicians (0.681) ,demonstrating superior diagnostic performance. Conclusion:The radiomics-based CCH-NET model, using non-nodular hypoechoic areas as a specific indicator, can accurately identify early SN-HT in euthyroid patients. It significantly outperforms senior ultrasound physicians, improving diagnostic accuracy and reducing missed diagnoses.

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