Tuberous sclerosis complex (TSC) is an autosomal dominant genetic disorder primarily caused by pathogenic variants in the TSC1 or TSC2 genes. It is characterized by multisystem hamartomatous lesions and neuropsychiatric manifestations. Here we report a young male patient with TSC involving multiple organs, caused by a heterozygous frameshift mutation in TSC2 (c.2071delC, p.Arg691Alafs^*7). The patient initially presented with classic facial angiofibromas and hypomelanotic macules, and subsequently developed psychiatric and behavioral disturbances with auditory hallucinations. Neuroimaging revealed an intracranial mass lesion, which was confirmed as a subependymal giant cell astrocytoma on postoperative histopathology following surgery performed at an outside institution. After admission, the patient underwent a comprehensive diagnostic workup, and multidisciplinary treatment evaluation revealed extensive multisystem involve-ment, including the nervous system, skin, kidneys, lungs, heart, eyes, pancreas, liver and bones. Combined with relevant literature, this article discusses the molecular mechanisms, clinical phenotypes, and comprehensive management of TSC, in order to provide a reference for the standardized and individualized management of this disease.

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.

Objective:To assess the impact of induction chemotherapy sensitivity on the prognosis and larynx preservation rates in patients with locally advanced hypopharyngeal cancer and to identify risk factors influencing induction chemotherapy sensitivity.Methods:This study included patients with locally advanced (stage III-IV) hypopharyngeal cancer who received induction chemotherapy as initial treatment at the Eye & ENT Hospital of Fudan University between August 2017 and September 2022. Based on the Response Evaluation Criteria in Solid Tumors (RECIST) 1.1, enrolled patients were classified into the sensitive group and the resistant group according to their response to induction chemotherapy. Chi-square tests and Log-rank tests were used to compare the objective response rate (ORR), overall survival (OS), progression-free survival (PFS), and laryngeal preservation rate (LPR) between groups. Propensity score matching (PSM) was employed to accurately evaluate the impact of induction chemotherapy sensitivity on prognosis in real-world settings. Univariate and multivariate logistic regression analyses were performed to identify risk factors for induction chemotherapy resistance in locally advanced hypopharyngeal cancer.Results:A total of 197 patients with locally advanced hypopharyngeal cancer who received induction chemotherapy as initial treatment were included in, comprising 195 males and 2 females, with ages ranging from 36 to 74 years. Among them, 155 patients (78.68%) were classified into the sensitive group and 42 patients (21.32%) into the resistant group. The overall response rate (ORR) of induction chemotherapy in this cohort was 78.68%, with a five-year OS rate of 63.7%. The sensitive group had significantly better OS (mOS 6.32 vs. 5.05 year), PFS (mPFS 5.71 vs. 3.09 year) and a significantly higher LPR (91.6% vs. 69.0%) ( P<0.05). After propensity score matching, all covariates were balanced between the two groups, and the sensitive group showed significant improvement in OS ( P<0.05), while, no significant difference was observed in PFS and LPR between the two groups. Logistic regression analysis revealed that risk factors for induction chemotherapy failure in locally advanced hypopharyngeal cancer included: smoking status ( OR [95% CI]=4.751 [1.887-11.961]), tumor location in the posterior pharyngeal wall ( OR [95% CI]=2.988 [1.264-7.063]), and cN2-3 stage ( OR [95% CI]=3.641 [1.109-11.954]) ( P<0.05). Conclusions:Induction chemotherapy sensitivity significantly affects the prognosis of locally advanced hypopharyngeal cancer, which is influenced by various risk factors, including smoking status, tumor sublocation, and clinical N stage.

Objective To investigate the current status of quality of life and its influencing factors in elderly patients with minor amputations of the diabetic foot,providing a basis for medical staff to formulate intervention strategies.Methods A convergent mixed study design was used.A single-centre cross-sectional survey research method was used to select 168 elderly patients with minor amputation of the diabetic foot admitted to the Department of Wound Repair of a tertiary-level hospital in Beijing from May 2022 to May 2024 for questionnaire surveys and multivariate linear regression analyses of factors affecting the quality of life.During the same period,15 patients were selected for semi-structured interviews using purposive sampling based on ternary interaction determinism.Results Quantitative findings:A total of 167 valid questionnaires were retrieved,and the recovery rate of valid questionnaires was 99.4％.the total quality of life score of 167 respondents was(84.22±12.49)scores;the results of multivariate linear regression analyses showed that age and self-care ability were the independent risk factors affecting the quality of life of patients with minor amputation of the diabetic foot(P＜0.05).Qualitative findings:a total of 3 themes were extracted based on the triadic interactive determinism,including subject level,environmental level and behavioural level.Mixed findings:age and amputation affect the physical and mental state of patients and hinders quality of life improvement;limited work and life,and scarce external resources;the level of self-care ability restricts self-management behaviours and makes it difficult to improve quality of life.Conclusion Elderly patients with minor amputations of the diabetic foot have impaired physiological and psychological health to some degree,and healthcare professionals should be concerned about the negative impact of minor amputations on elderly diabetic foot patients,while also focusing on their individual needs and providing support.

Objective To screen and analyze the differentially expressed genes (DEGs) related to oxidative stress in a silicosis mouse model using transcriptome sequencing technology. Methods i) A total of 30 workers without occupational dust-exposed history were selected as the control group and 17 patients with silicosis were selected as the silicosis group using a judgment sampling method. The levels of glutathione and malondialdehyde in the plasma of workers in the two groups were determined by enzyme-linked immunosorbent assay. ii) RAW264.7 cells in the logarithmic growth phase were randomly divided into the control group and the silica group, treated with 0 and 50 mg/L silica suspensions for 24 hours. Protein expression of superoxide dismutase 2 (SOD2), interleukin-6 (IL-6), and tumor necrosis factor-α (TNF-α) in the cells was determined by Western blotting. iii) The specific pathogen free male C57BL/6 mice were randomly divided into the control group and the silicosis model group, with 10 mice in each group. Mice were exposed to 50 μL of 0.9% sodium chloride solution and silica suspension at a mass concentration of 100 g/L, respectively, using a single tracheal exposure method. After 28 days of exposure, the pathological changes of mouse lung tissues were observed. Transcriptome sequencing was used to screen DEGs in the lung tissues of the silicosis mouse model, and gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses were performed. The expression of DEGs was verified using quantitative real-time polymerase chain reaction (qPCR). Results i) The level of malondialdehyde in the patients′ plasma was higher (P<0.01), while the level of glutathione was lower (P<0.01) in the silicosis group than that of the control group. ii) The relative expression of SOD2 protein decreased (P<0.05), while the relative expression of IL-6 and TNF-α proteins increased (all P<0.05) in the silica group of RAW264.7 cells compared with the control group. iii) The pathological results of lung tissues showed that the alveolar structure of mice was destroyed and silicotic nodules were formed in the silicosis model group. Transcriptome sequencing identified 3 703 DEGs, of which 3 199 were significantly down-regulated and 504 were significantly up-regulated. The GO enrichment analysis results showed that the DEGs were significantly enriched in biological processes such as oxidative stress, inflammation, immunity and hypoxia, with cellular components mainly located in membranes, cytoplasm, and nucleus. Molecular functions were enriched in oxidoreductase activity, protein binding, and adenosine triphosphate binding. The KEGG enrichment analysis results showed that the DEGs were mainly involved in the phosphatidylinositol 3-kinase-protein kinase B signaling pathway, cyclic adenosine monophosphate signaling pathway, chemokine signaling pathway, and apoptosis signaling pathway. A total of 28 DEGs involved in the "oxidative stress response" pathway were screened by GO enrichment analysis. The qPCR verification results showed that the relative expression of DEGs carbonic anhydrase 3 (Car3), matrix metalloproteinase 9 (Mmp9), and MutY DNA glycosylase (Mutyh) involved in the "oxidative stress response" of lung tissues in the silicosis model group were lower than those of the control group (all P<0.05). Conclusion Oxidative stress response exists in silicosis patients. The oxidative stress-related genes Car3, Mmp9, and Mutyh are altered in the mouse lung tissues of the silicosis model through the oxidative stress pathway, suggesting that they could be new targets for the treatment of silicosis.

Objective:To assess the impact of induction chemotherapy sensitivity on the prognosis and larynx preservation rates in patients with locally advanced hypopharyngeal cancer and to identify risk factors influencing induction chemotherapy sensitivity.Methods:This study included patients with locally advanced (stage III-IV) hypopharyngeal cancer who received induction chemotherapy as initial treatment at the Eye & ENT Hospital of Fudan University between August 2017 and September 2022. Based on the Response Evaluation Criteria in Solid Tumors (RECIST) 1.1, enrolled patients were classified into the sensitive group and the resistant group according to their response to induction chemotherapy. Chi-square tests and Log-rank tests were used to compare the objective response rate (ORR), overall survival (OS), progression-free survival (PFS), and laryngeal preservation rate (LPR) between groups. Propensity score matching (PSM) was employed to accurately evaluate the impact of induction chemotherapy sensitivity on prognosis in real-world settings. Univariate and multivariate logistic regression analyses were performed to identify risk factors for induction chemotherapy resistance in locally advanced hypopharyngeal cancer.Results:A total of 197 patients with locally advanced hypopharyngeal cancer who received induction chemotherapy as initial treatment were included in, comprising 195 males and 2 females, with ages ranging from 36 to 74 years. Among them, 155 patients (78.68%) were classified into the sensitive group and 42 patients (21.32%) into the resistant group. The overall response rate (ORR) of induction chemotherapy in this cohort was 78.68%, with a five-year OS rate of 63.7%. The sensitive group had significantly better OS (mOS 6.32 vs. 5.05 year), PFS (mPFS 5.71 vs. 3.09 year) and a significantly higher LPR (91.6% vs. 69.0%) ( P<0.05). After propensity score matching, all covariates were balanced between the two groups, and the sensitive group showed significant improvement in OS ( P<0.05), while, no significant difference was observed in PFS and LPR between the two groups. Logistic regression analysis revealed that risk factors for induction chemotherapy failure in locally advanced hypopharyngeal cancer included: smoking status ( OR [95% CI]=4.751 [1.887-11.961]), tumor location in the posterior pharyngeal wall ( OR [95% CI]=2.988 [1.264-7.063]), and cN2-3 stage ( OR [95% CI]=3.641 [1.109-11.954]) ( P<0.05). Conclusions:Induction chemotherapy sensitivity significantly affects the prognosis of locally advanced hypopharyngeal cancer, which is influenced by various risk factors, including smoking status, tumor sublocation, and clinical N stage.

Objective To investigate the current status of quality of life and its influencing factors in elderly patients with minor amputations of the diabetic foot,providing a basis for medical staff to formulate intervention strategies.Methods A convergent mixed study design was used.A single-centre cross-sectional survey research method was used to select 168 elderly patients with minor amputation of the diabetic foot admitted to the Department of Wound Repair of a tertiary-level hospital in Beijing from May 2022 to May 2024 for questionnaire surveys and multivariate linear regression analyses of factors affecting the quality of life.During the same period,15 patients were selected for semi-structured interviews using purposive sampling based on ternary interaction determinism.Results Quantitative findings:A total of 167 valid questionnaires were retrieved,and the recovery rate of valid questionnaires was 99.4％.the total quality of life score of 167 respondents was(84.22±12.49)scores;the results of multivariate linear regression analyses showed that age and self-care ability were the independent risk factors affecting the quality of life of patients with minor amputation of the diabetic foot(P＜0.05).Qualitative findings:a total of 3 themes were extracted based on the triadic interactive determinism,including subject level,environmental level and behavioural level.Mixed findings:age and amputation affect the physical and mental state of patients and hinders quality of life improvement;limited work and life,and scarce external resources;the level of self-care ability restricts self-management behaviours and makes it difficult to improve quality of life.Conclusion Elderly patients with minor amputations of the diabetic foot have impaired physiological and psychological health to some degree,and healthcare professionals should be concerned about the negative impact of minor amputations on elderly diabetic foot patients,while also focusing on their individual needs and providing support.

Based on the medical AI solution system constructed by the DeepSeek series of large models(including but not limited to the R1/V3 versions),the innovative application of the DeepSeek in the medical field and its transformative impact on hospital management were systematically explored.Focusing mainly on the practical utility of this technology in medical process optimization,auxiliary decision and diagnosis and treatment support,and operation management.It deeply analyzes the practical application and compliance development path of DeepSeek in the field of hospital management.It aims to provide reference suggestions and guidance plans for optimizing and enhancing the DeepSeek in empowering hospital management.

[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.

Objective To investigate the effect of combination therapy of evolocumab and statins on blood lipids,liver and renal functions and occurrence of cardiovascular events in elderly patients with multi-vessel coronary heart disease(CHD).Methods A total of 108 elderly patients with multi-vessel CHD admitted to our hospital from January 2022 to January 2023 were enrolled and randomly divided into statin group(54 cases)and combination group(atorvastatin+evolocumab,54 cases).The clinical efficacy,changes in blood lipids before and after treatment[TC,LDL-C and LP(a)],angina pectoris status[attack frequency and duration,Seattle angina questionnaire(SAQ)score],indicators of liver and renal functions(Scr,ALT,AST),endothelial function indi-cators(NO,ET-1),blood-related biochemical indicators[proprotein convertase subtilisin/kexin type 9(PCSK9),soluble intercellular adhesion molecule-1(sICAM-1)],and incidence rates of ad-verse drug reactions and major adverse cardiovascular events(MACE)within 1 year were com-pared between the two groups.Results The total efficacy was significantly higher in the combina-tion group than the statin group(94.4％vs 81.5％,P＜0.05).There were no statistical differences in the levels Scr,ALT and AST in both groups before and after treatment(P＞0.05).After treat-ment,the levels of TC,LDL-C and Lp(a),frequency and duration of angina attack,and levels of ET-1,PCSK9 and sICAM-1 were significantly decreased,while SAQ score and NO level were ob-viously increased in both groups(P＜0.01).The combination group had notably lower frequency and shorter duration of angina attack,reduced levels of TC,LDL-C and Lp(a),and ET-1,PCSK9 and sICAM-1,and higher SAQ score and elevated NO level when compared with the statin group(P＜0.01).No statistical difference was seen in the incidence of adverse drug reactions between the two groups(13.0％vs 9.3％,P＞0.05).Within 1 year after treatment,the incidence of MACE in the combination group was notably lower than that in the statin group(3.7％vs 16.7％,P＜0.05).Conclusion Evolocumab has a significant lipid-lowering effect on elderly patients with multi-vessel CHD.It can significantly promote lipid metabolism,alleviate angina pectoris symp-toms,and improve vascular endothelial function and the prognosis outcomes,with good safety,which is worthy of application.