1.Nomogram based on multimodal MRI radiomics for discriminating molecular subtypes of HER-2-negative breast cancer
Qun WANG ; Hongli PAN ; Xiaohu LI ; Yongqiang YU ; Yunwen YAN ; Weishu HOU
Acta Universitatis Medicinalis Anhui 2026;61(4):715-723
ObjectiveTo explore the value of a multimodal MRI-based radiomics nomogram for differentiating human epidermal growth factor receptor-2 (HER-2) negative breast cancer molecular subtypes.MethodsA retrospective analysis was conducted on 190 patients with HER-2 negative breast cancer who underwent multimodal MRI examination, and the patients were divided into two molecular subtype groups: a HER-2 low expression group (n=108) and a HER-2 zero expression group (n=82). The cases were randomly stratified and sampled at a ratio of 7∶3 and divided into a training set of 133 cases and a testing set of 57 cases. The clinical and radiological features of the patients were collected, the radiomics features based on T2-weighted imaging (T2WI), diffusion-weighted imaging (DWI), and dynamic contrast-enhanced (DCE)-MRI were extracted, and the clinical-radiological model, unimodal radiomics model, multimodal radiomics model, and combined model were constructed respectively. Then the nomogram combined multimodal radiomics signature (radsocre) with clinical-radiological features was used to construct a visualized predictive model, and the area under the curve (AUC) was used to compare the effectiveness of different models in distinguishing HER-2 low expression and zero expression subtypes.ResultsA significant difference in radscore was demonstrated between the HER-2 low and HER-2 zero expression groups in both the training (P<0.000 1) and testing sets (P<0.01). The AUC of the multimodal radiomics model in the training set and the testing set were 0.914 and 0.836, respectively, which was superior to any unimodal radiomics model. The nomogram demonstrated great diagnostic efficacy (AUC=0.930 in training set; AUC=0.865 in testing set).ConclusionA multimodal MRI-based nomogram incorporating radsocre and clinical-radiological features can accurately distinguish the subtypes of HER-2 negative breast cancer.
2.A Case of Tuberous Sclerosis Complex with Multiple Organ Involvement Caused by TSC2 Gene Mutation
Hongli ZHANG ; Jiayuan DAI ; Yan WANG ; Weihong ZHANG ; Wenbin MA ; Hanhui FU ; Chunxia HE ; Jun ZHENG ; Wenda WANG ; Wei ZUO ; Yaping LIU ; Min SHEN
JOURNAL OF RARE DISEASES 2026;5(1):60-67
Tuberous sclerosis complex (TSC) is an autosomal dominant genetic disorder primarily caused by pathogenic variants in the
3.Gender-specific patterns of external occipital protuberance hyperplasia: associations with nuchal ligament ossification and cervical sagittal imbalance in myelopathy patients
Zhaoyang GONG ; Hanqiu SUN ; Dachuan LI ; Xiao LU ; Siyang LIU ; Ximeng WANG ; Xinlei XIA ; Feizhou LYU ; Jianyuan JIANG ; Fei ZOU ; Hongli WANG ; Xiaosheng MA
Asian Spine Journal 2026;20(1):10-19
Methods:
Cervical radiographs were analyzed. EOP hyperplasia was classified into three subtypes with standardized length measurements. Variables encompassed demographics, ONL-related indices, and sagittal parameters. Subtype comparisons and multivariate regression analyses (with EOP length as dependent variable) were conducted.
Results:
Analysis of 187 CSM patients (64.2% male) identified gender-specific patterns: males exhibited greater EOP length (9.4±6.8 mm vs. 4.6±3.4 mm, p<0.001). Type III EOP demonstrated male predominance (82.4% vs. type I 31.8%, type II 51.4%; p<0.001), with associated longer hyperplasia length (11.6±6.6 mm vs. type II 5.1±1.9 mm, p<0.001). Type III EOP was associated with higher ONL prevalence (type III 64.8% vs. type I 45.5%, type II 41.9%; p=0.010) and longer ONL osteophyte length (type III 18.8±9.8 mm vs. type I 14.2±8.1 mm, type II 14.2±9.4 mm; p=0.046). Multivariate regression confirmed male sex (β=–3.82, p=0.009), ONL osteophyte length (β=0.16, p=0.017), T1 slope (β=0.27, p=0.041), and spino-cranial angle (β=–0.19, p=0.009) as factors independently associated with EOP length (adjusted R²=0.382).
Conclusions
Severe EOP hyperplasia exhibits a male-predominant distribution pattern and demonstrates significant radiological associations with ONL and cervical sagittal imbalance in CSM patients. These findings advocate for EOP evaluation in clinical evaluations to identify high-risk biomechanical profiles.
4.Transcriptomic analysis of the regulatory mechanism of lipocalin-2 in silicosis inflammation
Yanan SUN ; Yue ZHANG ; Xinyao WANG ; Fangze WAN ; Heliang LIU ; Hongli WANG ; Sanqiao YAO ; Hailan HE
Journal of Environmental and Occupational Medicine 2026;43(6):702-708
Background Lung tissue fibrosis caused by exposure to free silica (SiO2) dust is the core pathological feature of silicosis. Lipocalin-2 (LCN2), as a secreted glycoprotein, plays an important role in various inflammatory diseases, but its specific role in silicosis-induced inflammatory injury remains unclear. Objective To identify differentially expressed genes (DEGs) and enriched pathways in the lung tissues of rats with silicosis, and to explore the regulatory mechanism of LCN2 in silicosis inflammation. Methods Twenty specific pathogen-free male SD rats were randomly divided into a control group and a silicosis model group (n=10 per group). The silicosis model was established via a single intratracheal instillation of silicon dioxide (SiO2) suspension (50 mg), while the control group received an equal volume of normal saline. In vitro, NR8383 cells were divided into a control group and a SiO2 treatment group. Hematoxylin-eosin (HE) staining and Van Gieson (VG) staining were used to evaluate alveolar structure damage, inflammatory infiltration, and collagen deposition in the lung tissues. Transcriptomic sequencing was applied to screen for DEGs and enriched signaling pathways. Western blot was used to detect the protein expression of interleukin-6 (IL-6), E-cadherin (ECA), cluster of differentiation 36 (CD36), liver X receptor (LXR), ATP-binding cassette transporter A1 (ABCA1), and LCN2 in both rat lung tissues and NR8383 cells. Immunohistochemistry was used to further assess LCN2 expression and localization. Additionally, NR8383 cells were treated with the LCN2 inhibitor ZINC00640089 and assigned to four groups: control, ZINC00640089-only, SiO2, and SiO2+ZINC00640089. Western blot was used to evaluate the expression of LCN2, IL-6, and interleukin-1β (IL-1β). Results HE and VG staining revealed disorganized lung tissue structure, damaged alveolar walls, nodule formation, and increased collagen deposition in the silicosis model group compared to the controls. Transcriptomic analysis identified 2723 DEGs in the lung tissues of silicosis rats (312 down-regulated and 2411 up-regulated) with LCN2 expression being significantly up-regulated. These DEGs were primarily enriched in pathways related to the innate immune response, extracellular matrix (ECM)-receptor interaction, and inflammatory response. Immunohistochemical staining confirmed elevated LCN2 levels in the lung tissues of the model rats. Western blot demonstrated that the protein levels of IL-6, CD36, and LCN2 were significantly increased (P<0.05), whereas ABCA1 and ECA were significantly decreased in the silicosis group (P<0.05). Similarly, in SiO2-treated NR8383 cells, IL-6, CD36, and LCN2 expressions significantly increased (P<0.05), while ABCA1 and LXR significantly decreased (P<0.05). Compared with the SiO2 group, treatment with ZINC00640089 significantly reduced the expression levels of LCN2, IL-6, and IL-1β (P<0.05). Conclusion LCN2 is significantly upregulated in both the lung tissues of silicosis rats and SiO2-treated NR8383 cells. Inhibiting LCN2 expression effectively reduces the SiO2-induced inflammatory response, indicating that LCN2 serves as a potential therapeutic target for silicosis.
5.A case-control analysis on the effects of combined exposure to heavy metals arsenic, mercury, and cadmium on hearing function in adults
Huanhuan NIE ; Shuyuan ZHANG ; Linsheng YANG ; Xianglong MENG ; Hongli WANG ; Yuan WANG ; Jie YANG ; Dongsheng XU
Acta Universitatis Medicinalis Anhui 2026;61(7):1237-1244
ObjectiveTo investigate the association between single and combined exposure to arsenic (As), mercury (Hg), and cadmium (Cd) in urine and hearing loss in adults. MethodsA total of 400 adult patients were recruited for the study, comprising 200 participants in the normal hearing group and 200 in the hearing loss group. General demographic information of the study subjects was collected by a self-administered questionnaire, morning urine samples were tested for As, Hg, and Cd concentrations, and hearing status was assessed by Pure Tone Audiometry. A binary Logistic regression model was used to explore the association between the concentrations of the three metals in urine and hearing loss, and a Bayesian kernel-machine regression (BKMR) model was used to further explore the association between the concentrations of the three metal mixtures and hearing loss. ResultsAfter correction for urinary creatinine, As, Hg, and Cd concentrations were higher in the hearing loss group than those in the normal hearing group (P<0.05). Binary Logistic regression indicated that concentrations of As, Hg, and Cd were positively associated with hearing loss, and the risk of hearing loss was significantly higher in the second quartile of Cd concentration compared to the first quartile (OR=2.000, 95%CI: 1.009-3.964). BKMR modeling analysis showed that the combined exposure levels of As, Hg, and Cd significantly increased the risk of hearing loss, with Cd being the most important contributor (posterior inclusion probability=0.412), and that there were potential interactions between As and Cd, and Cd and Hg. ConclusionCombined exposure to As, Hg, and Cd in urine is significantly associated with adult hearing loss, with Cd being the primary contributor in the exposure combination. The interactions between As and Cd, as well as Cd and Hg, may have adverse effects on hearing loss.
6.Analysis of Clinical Characteristics of Klippel-Trenaunay Syndrome with Gastrointestinal Bleeding
Musheng LI ; Ruitao LIU ; Linqing YUAN ; Hongli WANG
Journal of Sun Yat-sen University(Medical Sciences) 2026;47(2):379-386
ObjectiveTo investigate the clinical characteristics of a child with Klippel-Trenaunay syndrome (KTS) complicated by lower gastrointestinal bleeding, for better understanding of this rare condition. MethodsA retrospective analysis was conducted on the clinical data of a pediatric KTS case with lower gastrointestinal bleeding admitted to the Department of Gastroenterology of the Affiliated Women and Children's Medical Center of Guangzhou Medical University in October 2024. Using "Klippel-Trenaunay Syndrome" "KTS" "Gastrointestinal Bleeding" as keywords, we searched for relevant literature in the Wanfang Chinese Database and PubMed database up to March 2025 in our analysis. ResultsThe 8‑year‑old boy was admitted with a 4‑year history of hematochezia that had worsened over the previous two weeks. He had been previously diagnosed with KTS in outpatient consultation for lower limb asymmetry. Gastrointestinal endoscopy revealed diffuse, tortuous, bluish‑purple vessels in the mucosa from the sigmoid colon to the distal rectum. Oral polyethylene glycol and thalidomide significantly improved his hematochezia during follow‑up. ConclusionKTS often involves multiple systems in children, requiring multidisciplinary collaboration. Comprehensive diagnostic procedures such as gastrointestinal endoscopy are essential for formulating individualized treatment plans. Thalidomide may play an active role in managing vascular malformations in the intestine, offering a promising therapeutic approach.
7.Research progresses in resting-state functional MRI of adolescent depression with suicidal thoughts or behaviors
Hongli YANG ; Yanxin LING ; Yuting WANG ; Lihua QIU
Chinese Journal of Medical Imaging Technology 2025;41(9):1600-1603
Most adult cases of depression originate during adolescence.In recent years,the incidence and suicide rate of adolescent depression raised gradually,seriously endangering physical and mental health as well as the life safety of minors.Resting-state functional MRI(rs-fMRI)was a core tool for exploring neurocognitive and psychiatric-behavioral disorders.The progresses in rs-fMRI research of adolescent depression with suicidal thoughts or behaviors were reviewed in this article.
8.Construction and Validation of a Risk Prediction Model for Brucellosis Based on Deep Neural Networks
Siyuan LIU ; Biao SONG ; Guizhi LIU ; Jun WANG ; Lan XUE ; Jie SU ; Hongli WANG ; Xin SHEN
Journal of Sun Yat-sen University(Medical Sciences) 2025;46(4):700-707
[Objective]To construct a prediction model for brucellosis by using a deep neural network algorithm to improve the early detection.[Methods]We collected the clinical data of 202 brucellosis patients and 319 non-brucellosis patients admitted to Hohhot Occupational Disease Prevention and Treatment Hospital in 2023,and analyzed data such as gender,age,blood routine indices and clinical diagnosis.A prediction model for brucellosis was constructed by using a deep neural network algorithm and optimized through 10-fold cross-validation.Performance metrics included sensitivity,false negative rate,specificity,false positive rate,accuracy,positive predictive value,negative predictive value,F1 score,and area under the receiver operating characteristic curve(AUC).The optimal model was interpreted by using SHapley Additive exPlanations(SHAP)to clarify decision-making logic and feature influencing mechanisms.[Results]Data visualization analysis revealed no significant difference between brucellosis and non-brucellosis groups.The optimal model demonstrated good performance:sensitivity(85.3%),specificity(92.1%),accuracy(89.5%),AUC(96.6%),95%CI(0.937,0.977).SHAP analysis identified age,platelet count,mean platelet volume,basophil ratio,red blood cell distribution width,and absolute basophil count as significant predictors of brucellosis.[Conclusions]The deep neural network prediction model constructed in this study has good performance and can provide reliable support for the early diagnosis,prevention and control of brucellosis.Identification of key brucellosis-related influencing features will help further understand the pathogenesis of the disease,and this model holds promise for broad clinical application in the future.
9.Diagnostic value of serum SIRT1 and HDAC4 levels in sepsis complicated with acute kidney injury
Hongli ZHANG ; Yong WANG ; Shuqi TIAN ; Jie LIU
International Journal of Laboratory Medicine 2025;46(4):414-418,424
Objective To investigate the diagnostic value of serum silent information regulator factor 2-re-lated enzyme 1(SIRT1)and histone deacetylase 4(HDAC4)levels in sepsis complicated with acute kidney in-jury(AKI).Methods From January 2019 to December 2023,120 patients with sepsis complicated with AKI(AKI group)and 60 patients with simple sepsis(non-AKI group)were selected as the study objects.Clinical data of the two groups were collected,and serum SIRT1 and HDAC4 levels were detected by enzyme-linked immunosorbent assay.With sepsis complicated with AKI as the dependent variable,multivariate Logistic re-gression was used to analyze the influencing factors,and receiver operating characteristic(ROC)curve was drawn to evaluate the diagnostic efficacy of serum SIRT1 and HDAC4 levels in sepsis complicated with AKI.Results Compared with non-AKI group,serum SIRT1 level was decreased and HDAC4 level was increased in AKI group,the differences were statistically significant(P<0.05).Compared with non-AKI group,the pro-portion of septic shock,kidney replacement therapy,sequential organ failure assessment(SOFA)score and se-rum creatinine level in AKI group were higher,and the differences were statistically significant(P<0.05).Multivariate Logistic regression analysis showed that the independent risk factors of sepsis complicated with AKI were septic shock,increased SOFA score,increased serum creatinine and increased HDAC4(P<0.05),and the independent protective factor was increased SIRT1(P<0.05).ROC curve analysis results showed that the area under the curve(AUC)of serum SIRT1 and HDAC4 combined diagnosis of sepsis complicated with AKI was 0.891,which was larger than the AUC of serum SIRT1 and HDAC4 alone diagnosis(Z=3.681,3.081,P<0.001,P=0.002).Conclusion The decrease of serum SIRT1 level and the increase of HDAC4 level are related to sepsis complicated with AKI,and the combination of serum SIRT1 and HDAC4 level has high diagnostic value.
10.Role of psychological resilience and interpersonal sensitivity in relationship between anxiety and dispositional mindfulness among college students
Hongli SUN ; Mingxin LI ; Nan KANG ; Hanqing WANG
Chinese Mental Health Journal 2025;39(7):649-654
Objective:To explore the relationship between anxiety symptoms and dispositional mindfulness and analyze the role of psychological resilience and interpersonal sensitivity in their relationship.Methods:A total of 478 college students were selected and assessed with the Depression Anxiety Stress Scale-Anxiety subscale(DASS-A),Mindful Attention Awareness Scale(MAAS),Brief Resilience Scale(BRS)and Symptom Checklist 90-Interpersonal Sensitivity Scale(IPS).SPSS macro program PROCESS3.5 was used to test the mediating role.Results:The DASS-A scores were negatively correlated with the MAAS and BRS scores(r=-0.38,-0.33,Ps<0.01),and positively correlated with the IPS scores(r=0.40,P<0.01).The MAAS scores were positively correlated with the BRS scores(r=0.40,P<0.01),and negatively with the IPS scores(r=-0.39,P<0.01).The BRS scores were negatively correlated with the IPS scores(r=-0.42,P<0.01).Psychological resilience and interpersonal sensitivity acted as mediators and chain mediators between dispositional mindfulness and anxiety symptoms,with effect sizes of-0.06,-0.07,-0.03,accounting for 15.79%,18.42%,7.89%of the total effect,respectively.Conclusion:It suggests that anxiety symptoms are related to dispositional mindfulness in college students,and psychological resilience and interpersonal sensitivity play a chain mediating role between them.

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