1.Influence and mechanism of extracellular vesicles derived from human adipose-derived mesenchymal stem cells on pyroptosis of human umbilical vein endothelial cells induced by high glucose
Junyun FENG ; Xiao FEI ; Shaoyihan FANG ; Jingwen AN ; Yan SHI ; Dewu LIU
Chinese Journal of Burns 2025;41(3):258-267
Objective:To investigate the influence and mechanism of extracellular vesicles (EVs) derived from human adipose-derived mesenchymal stem cells (hADMSCs), i.e. hADMSC-EVs on pyroptosis of human umbilical vein endothelial cells (HUVECs) induced by high glucose, with the aim of providing evidence for improving vascular function in diabetic wounds.Methods:This study was an experimental research. The umbilical cords from 5 women aged 25 to 40 years were collected who had normal vaginal delivery at the Department of Obstetrics and Gynecology of the First Affiliated Hospital of Nanchang University from June to September in 2023, and HUVECs were isolated and successfully identified. Adipose tissue was obtained from 6 healthy women aged 25 to 35 years who underwent abdomen liposuction at the Department of Plastic Surgery of the above-mentioned hospital in the same period. After hADMSCs were isolated, hADMSC-EVs were extracted and successfully identified. The fourth passage of HUVECs were cultured in endothelial cell medium containing glucose in a molarity of 33 mmol/L and divided into phosphate buffered solution (PBS) group cultured with PBS, EV group cultured with hADMSC-EVs, and EV+LY294002 group cultured with hADMSC-EVs and the phosphatidylinositol 3-kinase/protein kinase B (PI3K/Akt) signaling pathway inhibitor LY294002. Western blotting was used to detect the expressions of PI3K/Akt signaling pathway-related proteins PI3K and Akt, and pyroptosis-related proteins nucleotide-binding oligomerization domain-like receptor protein 3 (NLRP3), cysteinyl aspartate specific protease-1 (caspase-1), gasdermin D, interleukin-1β (IL-1β), and IL-18 of cells after 48 hours of culture. A cell counting kit-8 was used to test the proliferation levels of cells at 0 (immediately), 12, 24, 36, 48, 60, and 72 hours of culture. After 48 hours of culture, the cell scratch test was performed and the cell migration rates at 12 and 24 hours after scratching were calculated; the cell Transwell assay was conducted and the number of cells migrating in 24 hours was calculated; the cell tube formation experiment was performed, and the total length of tube formation and the number of branch nodes were measured and counted. The sample size was 3.Results:After 48 hours of culture, the protein expressions of PI3K and Akt of cells in EV group were significantly higher than those in PBS group ( P<0.05), and the protein expressions of PI3K and Akt of cells in EV+LY294002 group were significantly lower than those in EV group ( P<0.05). After 48 hours of culture, the protein expressions of NLRP3, caspase-1, gasdermin D, IL-1β, and IL-18 of cells in EV group were 0.54±0.08, 0.96±0.11, 0.525±0.061, 1.216±0.039, and 1.317±0.023, respectively, which were significantly lower than 2.32±0.11, 1.86±0.07, 1.256±0.113, 2.589±0.084, and 2.042±0.132 in PBS group ( P<0.05); the protein expressions of NLRP3, caspase-1, gasdermin D, IL-1β, and IL-18 of cells in EV+LY294002 group were 1.16±0.05, 1.37±0.06, 0.962±0.028, 1.834±0.017, and 1.803±0.065, respectively, which were significantly higher than those in EV group ( P<0.05). At 12, 24, 36, 48, 60, and 72 hours of culture, the proliferation levels of cells in EV group were significantly higher than those in PBS group ( P<0.05), and the proliferation levels of cells in EV+LY294002 group were significantly lower than those in EV group ( P<0.05). After 48 hours of culture, the cell migration rates at 12 and 24 hours after scratching in EV group were significantly higher than those in PBS group ( P<0.05), and the cell migration rates at 12 and 24 hours after scratching in EV+LY294002 group were significantly lower than those in EV group ( P<0.05); the number of cells migrating in 24 hours in EV group was significantly greater than that in PBS group ( P<0.05), and the number of cells migrating in 24 hours in EV+LY294002 group was significantly less than that in EV group ( P<0.05). After 48 hours of culture, compared with those in PBS group, the total length of tube formation of cells in EV group was significantly prolonged ( P<0.05), and the number of branch nodes was significantly increased ( P<0.05); compared with those in EV group, the total length of tube formation in EV+LY294002 group was significantly shortened ( P<0.05), and the number of branch nodes was significantly decreased ( P<0.05). Conclusions:hADMSC-EVs can inhibit the expression of pyroptosis-related proteins in HUVECs induced by high glucose through the PI3K/Akt signaling pathway and improve the proliferation, migration, and angiogenesis capabilities of HUVECs.
2.Guideline for Adult Weight Management in China
Weiqing WANG ; Qin WAN ; Jianhua MA ; Guang WANG ; Yufan WANG ; Guixia WANG ; Yongquan SHI ; Tingjun YE ; Xiaoguang SHI ; Jian KUANG ; Bo FENG ; Xiuyan FENG ; Guang NING ; Yiming MU ; Hongyu KUANG ; Xiaoping XING ; Chunli PIAO ; Xingbo CHENG ; Zhifeng CHENG ; Yufang BI ; Yan BI ; Wenshan LYU ; Dalong ZHU ; Cuiyan ZHU ; Wei ZHU ; Fei HUA ; Fei XIANG ; Shuang YAN ; Zilin SUN ; Yadong SUN ; Liqin SUN ; Luying SUN ; Li YAN ; Yanbing LI ; Hong LI ; Shu LI ; Ling LI ; Yiming LI ; Chenzhong LI ; Hua YANG ; Jinkui YANG ; Ling YANG ; Ying YANG ; Tao YANG ; Xiao YANG ; Xinhua XIAO ; Dan WU ; Jinsong KUANG ; Lanjie HE ; Wei GU ; Jie SHEN ; Yongfeng SONG ; Qiao ZHANG ; Hong ZHANG ; Yuwei ZHANG ; Junqing ZHANG ; Xianfeng ZHANG ; Miao ZHANG ; Yifei ZHANG ; Yingli LU ; Hong CHEN ; Li CHEN ; Bing CHEN ; Shihong CHEN ; Guiyan CHEN ; Haibing CHEN ; Lei CHEN ; Yanyan CHEN ; Genben CHEN ; Yikun ZHOU ; Xianghai ZHOU ; Qiang ZHOU ; Jiaqiang ZHOU ; Hongting ZHENG ; Zhongyan SHAN ; Jiajun ZHAO ; Dong ZHAO ; Ji HU ; Jiang HU ; Xinguo HOU ; Bimin SHI ; Tianpei HONG ; Mingxia YUAN ; Weibo XIA ; Xuejiang GU ; Yong XU ; Shuguang PANG ; Tianshu GAO ; Zuhua GAO ; Xiaohui GUO ; Hongyi CAO ; Mingfeng CAO ; Xiaopei CAO ; Jing MA ; Bin LU ; Zhen LIANG ; Jun LIANG ; Min LONG ; Yongde PENG ; Jin LU ; Hongyun LU ; Yan LU ; Chunping ZENG ; Binhong WEN ; Xueyong LOU ; Qingbo GUAN ; Lin LIAO ; Xin LIAO ; Ping XIONG ; Yaoming XUE
Chinese Journal of Endocrinology and Metabolism 2025;41(11):891-907
Body weight abnormalities, including overweight, obesity, and underweight, have become a dual public health challenge in Chinese adults: overweight and obesity lead to a variety of chronic complications, while underweight increases the risks of malnutrition, sarcopenia, and organ dysfunction. To systematically address these issues, multidisciplinary experts in endocrinology, sports science, nutrition, and psychiatry from various regions have held multiple weight management seminars. Based on the latest epidemiological data and clinical evidence, they expanded the guideline to include assessment and intervention strategies for underweight, in addition to the core content of obesity management. This guideline outlines the etiological mechanisms, evaluation methods, and multidimensional management strategies for overweight and obesity, covering key areas such as diagnosis and assessment, medical nutrition therapy, exercise prescription, pharmacological intervention, and psychological support. It is intended to provide a scientific and standardized approach to weight management across the adult population, aiming to curb the rising prevalence of obesity, mitigate complications associated with abnormal body weight, and improve nutritional status and overall quality of life.
3.Association between atherogenic index of plasma trajectory and new-onset coronary heart disease in Chinese elderly people: a prospective cohort study.
Wan-Li HU ; Yv-Lin CHENG ; Dong-Hai SU ; Yv-Fang CUI ; Zi-Hao LI ; Ge-Fei LI ; Hai-Yun GAO ; Da-Tian GAO ; Xiao-Ke ZHANG ; Song-He SHI
Journal of Geriatric Cardiology 2025;22(10):835-843
BACKGROUND:
The atherogenic index of plasma (AIP) has been shown to be positively correlated with cardiovascular disease in previous studies. However, it is unclear whether elderly people with long-term high AIP levels are more likely to develop coronary heart disease (CHD). Therefore, the aim of this study was to investigate the relationship between AIP trajectory and CHD incidence in elderly people.
METHODS:
19,194 participants aged ≥ 60 years who had three AIP measurements between 2018 and 2020 were included in this study. AIP was defined as log10 (triglyceride/high-density lipoprotein cholesterol). The group-based trajectory model was used to identify different trajectory patterns of AIP from 2018 to 2020. Cox proportional hazards models were used to estimate the hazard ratio (HR) with 95% CI of CHD events between different trajectory groups from 2020 to 2023.
RESULTS:
Three different trajectory patterns were identified through group-based trajectory model: the low-level group (n = 7410, mean AIP: -0.25 to -0.17), the medium-level group (n = 9981, mean AIP: 0.02-0.08), and the high-level group (n = 1803, mean AIP: 0.38-0.42). During a mean follow-up of 2.65 years, a total of 1391 participants developed CHD. After adjusting for potential confounders, compared with the participants in the low-level group, the HR with 95% CI of the medium-level group and the high-level group were estimated to be 1.24 (1.10-1.40) and 1.43 (1.19-1.73), respectively. These findings remained consistent in subgroup analyses and sensitivity analyses.
CONCLUSIONS
There was a significant correlation between persistent high AIP level and increased CHD risk in the elderly. This suggests that monitoring the long-term changes in AIP is helpful to identify individuals at high CHD risk in elderly people.
4.Novel Structural Features of Isoflavone Synthase from Medicago truncatula Shed Light on Its Unique Enzymatic Mechanism
Chao SHI ; Zhao-Yang YE ; Fei XU ; Xiang-Ning DU ; Zhang-Xin CHEN ; Ming-Yue GU ; Jie DENG ; Wei WANG ; Liang-Yu LIU ; Mei-Ying WANG ; Xiao-Dong SU ; He-Li LIU ; Ming-Ying SHANG ; Li-Xin HUANG ; Zhen-Zhan CHANG
Chinese Journal of Biochemistry and Molecular Biology 2025;41(8):1204-1213,中插1-中插6
Isoflavones which mainly distributed in leguminous plants have plenty of health benefits.Isoflavone synthase(IFS)is a membrane-associated cytochrome P450 enzyme(CYP450)which carries out the unique aryl-ring migration and hydroxylation.So far,few crystal structures of plant P450s have been obtained.We determined the crystal structure of IFS from Medicago truncatula at 1.9 ? by MAD method using a selenomethionine substituted crystal and conducted molecular docking and mutagenesis study.The structure of IFS complexed with imidazole exhibits the helix Ⅰa-loop-helix Ⅰβ motif which cor-responds to helix Ⅰ of other P450s.Compared with structures of common P450s,IFS/imidazole structure contains an extra domain,i.e.,the γ-domain.The structure reveals a homodimer in which the γ-domain of one molecule interacts with the β-domain of another.The plane of heme group makes an angle of ap-proximately 40° with the helix Ⅰa-loop-helix Ⅰβ motif.Molecular docking combined with mutagenesis study suggested that Trp-128 and Asp-300 might play important roles in substrate binding and recogni-tion.Phe-301,Ser-303 and Gly-305 from the helix Ⅰa-loop-helix Ⅰβ motif may play important roles in the aryl-ring migration.These novel structural features reveal insights into the unique reaction mechanism of IFS and provide a basis for engineering IFS in leguminous crops for health purpose.
5.Explore the feasibility of subsegmentectomy in clinical application
Fei QI ; Hongxiang FENG ; Yu HAN ; Fei XIAO ; Yuhui SHI ; Chaoyang LIANG ; Deruo LIU ; Fanjia KONG ; Zhenrong ZHANG
Chinese Journal of Thoracic and Cardiovascular Surgery 2025;41(1):10-15
Objective:Analyze the imaging and clinical data of cases undergoing thoracoscopic subsegmental resection for non-small cell lung cancer(NSCLC) with a diameter≤2 cm, and explore the clinical outcomes of subsegmental resection.Methods:A retrospective analysis was conducted on the clinical data of 58 patients who underwent thoracoscopic subsegmentectomy in China-Japan Friendship Hospital from January 2020 to July 2024. Three-dimensional reconstruction technology was used for surgical planning before the operation, and thoracoscopic subsegmentectomy was performed, including single lung subsegmentectomy(Group 1), multiple lung subsegmentectomy(Group 2), and combined segmentectomy and subsegmentectomy(Group 3).Results:All patients successfully completed the surgery, with 23 cases of single lung subsegmentectomy, 6 cases of multiple lung subsegmentectomy, and 29 cases of combined segmentectomy and subsegmentectomy. The median intraoperative blood loss was 30.0(20.0, 30.0)ml, the average operation time was(2.03±0.68) h, the average pathological size of the nodules was(10.53±4.45) mm, and the average postoperative tube retention was(2.55±0.92) days. There were 6 cases of postoperative complications, including pulmonary air leakage in 2 cases, cerebral embolism in 1 case, pulmonary embolism in 1 case, pulmonary infection in 1 case, and atrial fibrillation in 1 case. All patients had negative surgical margins in the postoperative pathology. Group 1 had less average intraoperative blood loss than Group 2, with statistically significant differences( P=0.027). Surgical procedures for the upper lobe of the lung mainly involve the resection of combined segments and subsegments, while those for the lower lobe primarily consist of single segmentectomy. Conclusion:Subsegmentectomy is an effective surgical approach when the nodule is small and a clear margin can be ensured, allowing for better preservation of remaining lung tissue. Bleeding during multiple subsegmentectomies is greater than that in single subsegmentectomy and combined segmentectomy with subsegmentectomy, which may be related to the more complex vascular variations in multiple subsegmentectomies.
6.Cation Channel TMEM63A Autonomously Facilitates Oligodendrocyte Differentiation at an Early Stage.
Yue-Ying WANG ; Dan WU ; Yongkun ZHAN ; Fei LI ; Yan-Yu ZANG ; Xiao-Yu TENG ; Linlin ZHANG ; Gui-Fang DUAN ; He WANG ; Rong XU ; Guiquan CHEN ; Yun XU ; Jian-Jun YANG ; Yongguo YU ; Yun Stone SHI
Neuroscience Bulletin 2025;41(4):615-632
Accurate timing of myelination is crucial for the proper functioning of the central nervous system. Here, we identified a de novo heterozygous mutation in TMEM63A (c.1894G>A; p. Ala632Thr) in a 7-year-old boy exhibiting hypomyelination. A Ca2+ influx assay suggested that this is a loss-of-function mutation. To explore how TMEM63A deficiency causes hypomyelination, we generated Tmem63a knockout mice. Genetic deletion of TMEM63A resulted in hypomyelination at postnatal day 14 (P14) arising from impaired differentiation of oligodendrocyte precursor cells (OPCs). Notably, the myelin dysplasia was transient, returning to normal levels by P28. Primary cultures of Tmem63a-/- OPCs presented delayed differentiation. Lentivirus-based expression of TMEM63A but not TMEM63A_A632T rescued the differentiation of Tmem63a-/- OPCs in vitro and myelination in Tmem63a-/- mice. These data thus support the conclusion that the mutation in TMEM63A is the pathogenesis of the hypomyelination in the patient. Our study further demonstrated that TMEM63A-mediated Ca2+ influx plays critical roles in the early development of myelin and oligodendrocyte differentiation.
Animals
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Cell Differentiation/physiology*
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Oligodendroglia/metabolism*
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Mice, Knockout
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Mice
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Male
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Myelin Sheath/metabolism*
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Humans
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Child
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Cells, Cultured
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Oligodendrocyte Precursor Cells/metabolism*
7.Disease burden and trends in enteric infections in China,1990-2021:a One Health perspective
Jing TAN ; Fei WANG ; Shi-pan CHEN ; Xiao-chun LI ; Hong-xin JU ; Chun-xiao YANG ; Wen-qiang YIN ; Lan-hua LI
Chinese Journal of Zoonoses 2025;41(5):472-479
This study analyzed the burden and trends in enteric infections in China from 1990 to 2021 from a One Health perspec-tive.Data on mortality associated with enteric infections were extracted from the 2021 Global Burden of Disease(GBD)database.The analysis focused on assessing the mortality rates of enteric infectious diseases attributed to various etiologies and risk factors,along with the age and sex distribution,from 1990 to 2021.Average annual percentage change(AAPC)was used to assess the total changes in disease burden.The age-standardized mortality rate of intestinal infections in China decreased from 9.642/100 000 in 1990 to 0.439/100 000 in 2021,with an AAPC of-57.103%(95%CI:-57.118%to-57.088%).In 2021,Rotavirus,Norovirus,and Crypto-sporidium were the top three etiologies contributing to disease burden,with mortality rates of 1.020/100 000,0.040/100 000 and 0.079/100 000,respectively.A significant variation in etiology distribution was observed across age groups:Rotavirus,Shigella,and Crypto-sporidium dominated among children under 5 years of age,whereas Cryptosporidium,Norovirus,and Clostridioides difficile were more prevalent in older populations.Risk factor analysis indicated that unsafe water sources and poor sanitation accounted for 73.394%of all enteric disease-related deaths.In conclusion,the burden of enteric infections in China markedly declined from 1990 to 2021,and sig-nificant variations in the etiological spectrum and disease burden were observed across age groups.The persistent effects of unsafe wa-ter sources and poor sanitation underscore the need for targeted interventions to further decrease the burden of these diseases.Our find-ings highlight the success of public health interventions in decreasing the burden of enteric infections in China,while emphasizing the need for targeted measures to address disparities in high-risk populations and improve environmental sanitation.
8.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.
9.Application effect of esketamine pretreatment in laparoscopic high ligation of hernia sac in children
Qiao-lin ZHOU ; Xiao-yan XU ; Feng-yu TAO ; Jiao-hui SHI ; Qi-fei ZHU ; Tao WANG
Journal of Regional Anatomy and Operative Surgery 2025;34(11):977-980
Objective To determine the application effect of esketamine pretreatment in laparoscopic high ligation of hernia sac in children.Methods A total of 70 children who received laparoscopic high ligation of hernia sac under general anesthesia were selected and divided into the control group and the observation group according to the random number table method,with 35 cases in each group.The control group received conventional general anesthesia,while the observation group was intravenously injected with 0.5 mg/kg of esketamine 15 minutes before the induction of general anesthesia.The preoperative anxiety score,respiratory mechanics indexes,lung injury status,anesthesia recovery,and adverse reactions during the awakening period were compared between the two groups.Results The anxiety scores of the observation group 10 minutes before anesthesia and immediately before anesthesia were significantly lower than those of the control group(P<0.05).The peak airway pressure and mean airway pressure of the observation group 30 minutes after establishing pneumoperitoneum and at the end of the operation were significantly lower than those of the control group(P<0.05).The levels of interleukin-6(IL-6)and tumor necrosis factor-α(TNF-α)at the end of the operation in the observation group were significantly lower than those in the control group(P<0.05).There was no statistically significant difference in the time of spontaneous breathing recovery,time to regain consciousness,tracheal extubation time,or post-anesthesia care unit(PACU)stay time between the two groups(P>0.05).The incidence of adverse reactions during the anesthetic awakening period in the observation group was significantly lower than that in the control group(P<0.05).Conclusion Esketamine pretreatment can significantly alleviate preoperative separation anxiety for children undergoing laparoscopic high ligation of hernia sac,reduce lung injury,and decrease airway pressure,which is beneficial to lung protection and postoperative anesthetic recovery,and has few adverse reactions.
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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