Objective To construct glucose oxidase（GOx）–loaded nanogels （GONGs）, optimize their formulation, and evaluate their capacity to inhibit the Warburg effect in glioma cells. Methods A responsive polymer （HAM） was synthesized and used to self-assemble GONGs, which were then characterized. Encapsulation efficiency and drug loading were determined using fluorescence spectrophotometry. Biocompatibility was tested by measuring cytotoxicity and hemolytic activity. Western blotting was used to evaluate the effects of GONGs on the expression of proteins associated with the Warburg phenotype and oxidative damage in glioma cells. Results GONGs prepared at a drug–to–polymer ratio of 1∶10 exhibited a particle size of 140.3 nm and a zeta potential of −27.2 mV. Compared with free GOx, GONGs markedly reduced cytotoxicity, increased the IC₅₀ in hUVEC cells from 2.150 nmol/L to 74.86 nmol/L, and significantly decreased hemolysis. At a GOx concentration of 2 nmol/L, GONGs effectively downregulated glycolysis-related proteins, such as HK2 and LDHA, and inhibited glutamine metabolism in glioma cells. Conclusion GONGs exhibited high GOx loading capacity, significantly reduced GOx-induced cytotoxicity, inhibited the Warburg effect in glioma cells and induced oxidative damage.

Medical equipment management plays a crucial role in enhancing the quality and efficiency of healthcare services. However, traditional management approaches are increasingly inadequate to meet the growing demands of modern healthcare. As intelligent operation and maintenance (O&M) models based on big data, the Internet of Things (IoT), and artificial intelligence (AI) technologies develop, it is imperative to explore their application in medical equipment management. This paper reviews the technical overview of intelligent O&M and discusses the algorithms and challenges of intelligent O&M models based on different technologies. It also proposes issues that need improvement in intelligent O&M models, aiming to provide valuable references for the future development of medical equipment management.
Artificial Intelligence ; Algorithms ; Internet of Things ; Equipment and Supplies ; Big Data

Traumatic brain injury (TBI) is intricately linked to the most severe clinical manifestations of brain damage. It encompasses dynamic pathological mechanisms, including hemodynamic disorders, excitotoxic injury, oxidative stress, mitochondrial dysfunction, inflammation, and neuronal death. This review provides a comprehensive analysis and summary of biomaterial-based tissue engineering scaffolds and nano-drug delivery systems. As an example of functionalized biomaterials, nano-drug delivery systems alter the pharmacokinetic properties of drugs. They provide multiple targeting strategies relying on factors such as morphology and scale, magnetic fields, pH, photosensitivity, and enzymes to facilitate the transport of therapeutics across the blood-brain barrier and to promote selective accumulation at the injury site. Furthermore, therapeutic agents can be incorporated into bioscaffolds to interact with the biochemical and biophysical environment of the brain. Bioscaffolds can mimic the extracellular matrix environment, regulate cellular interactions, and increase the effectiveness of local treatments following surgical interventions. Additionally, stem cell-based and exosome-dominated extracellular vesicle carriers exhibit high bioreactivity and low immunogenicity and can be used to design therapeutic agents with high bioactivity. This review also examines the utilization of endogenous bioactive materials in the treatment of TBI.

Objective:To discuss the diagnostic value of levels of growth stimulation expressed gene 2 protein(ST2),carbohydrate antigen 125(CA125),and human epididymis protein 4(HE4)in serum of the ovarian cancer patients,and to clarify their relationships with clinicopathological parameters of the ovarian cancer patients.Methods:A total of 136 patients with ovarian benign lesions or primary ovarian malignancies in our hospital confirmed by postoperative histopathology were randomly selected,including 53 cases in ovarian benign ovarian disease group and 83 cases in ovarian cancer group.Additionally,55 healthy female volunteers during the same period were enrolled as healthy control group.The fasting venous blood from all the subjects was collected on the first day of admission,and serum was retained;cyclic enhanced fluorescence immunoassay was used to detect ST2 levels of the subjects in various groups;chemiluminescence method was used to detect serum CA125 and HE4 levels of the subjects in various groups;receiver operating characteristic(ROC)curve was used to assess the diagnostic performance of each indicator;the Cut-off value and area under the ROC curve(AUC)were calculated,with AUC representing the diagnostic performance;Kendall's method was used to analyze the correlations between serum ST2 levels and TNM stage,maximum tumor diameter,distant metastasis,lymphnode metastasis,peritoneal metastasis,carcinoembryonic antigen(CEA),CA125,carbohydrate antigen 199(CA199),HE4,P53,and Kiel-67(Ki67)in the ovarian cancer patients.Results:Compared with healthy control group,the serum CA125 level of the patients in ovarian benign ovarian disease group was significantly increased(P<0.05).Compared with healthy control group and ovarian benign group,the serum levels of ST2,CA125,and HE4 of the patients in ovarian cancer group were significantly increased(P<0.05).The AUC values were 0.719(95%CI:0.616-0.822)for ST2,0.868(95%CI:0.794-0.942)for CA125,and 0.867(95%CI:0.793-0.942)for HE4.The combined detection of ST2+CA125+HE4 yielded an AUC of 0.894(95%CI:0.832-0.955).Significant differences were observed in serum ST2,CA125,and HE4 levels among ovarian cancer patients with different TNM stages,lymph node metastasis,distant metastasis,and peritoneal metastasis(P<0.05),while there were no significant differences in the patients with different ages or maximum tumor diameters(P>0.05).The ST2 level in serm of the ovarian cancer patients was positively correlated with TNM stage,distant metastasis,lymph node metastasis,peritoneal metastasis,CA125 level,HE4 level,and Ki67 level(P<0.05),but was not correlated with maximum tumor diameter,CEA,CA199 level,or P53 level(P>0.05).Conclusion:ST2,CA125,and HE4 are highly expressed in the serum of the ovarian cancer patients.Combined detection of serum ST2,CA125,and HE4 exhibits good sensitivity and specificity for ovarian cancer screening and improves diagnostic efficacy.ST2 is associated with advanced TNM stage and metastasis in ovarian cancer and may participate in the occurrence and progression of ovarian cancer.

Objective:To investigate the serum levels of miR-19b and miR-744-5p in patients with non-small cell lung cancer (NSCLC), and to analyze the clinical value of miR-19b and miR-744-5p in the diagnosis of NSCLC.Methods:A total of 226 NSCLC patients (NSCLC group) and 100 healthy people (control group) admitted to Jilin Cancer Hospital from August 2019 to August 2022 were selected as research objects. Quantitative real-time PCR was used to measure and compare the serum levels of miR-19b and miR-744-5p between the NSCLC group and the control group, and the relationships between the two indicators and different clinical and pathological characteristics of NSCLC patients were analyzed. The receiver operating characteristic curve was used to analyze the clinical value of miR-19b, miR-744-5p and their joint detection in the diagnosis of NSCLC.Results:Compared with the control group, the serum miR-19b level (3.86±1.25 vs. 1.06±0.41) in the NSCLC group significantly increased ( t=21.87, P<0.001), while the miR-744-5p level (1.80±0.48 vs. 5.75±1.69) significantly decreased ( t=32.36, P<0.001). The serum miR-19b levels in NSCLC patients with pathological types of adenocarcinoma, maximum tumor diameter ≥3 cm, medium to low differentiation, stage Ⅲ-Ⅳ, and with lymph node metastasis were higher than those in squamous cell carcinoma ( t=5.94, P<0.001), maximum tumor diameter <3 cm ( t=2.65, P=0.009), well differentiation ( t=4.33, P<0.001), stageⅠ-Ⅱ ( t=12.32, P<0.001), patients without lymph node metastasis ( t=8.13, P<0.001), while miR-744-5p levels were lower than those in squamous cell carcinoma ( t=8.27, P<0.001), tumor maximum diameter <3 cm ( t=5.34, P<0.001), well differentiation ( t=6.95, P<0.001), stageⅠ-Ⅱ ( t=11.40, P<0.001), patients without lymph node metastasis ( t=10.36, P<0.001). The area under the curve (AUC) of serum miR-19b combined with miR-744-5p in the diagnosis of NSCLC was 0.914 (95% CI: 0.841-0.959), with sensitivity and specificity of 90.9% and 84.0%, respectively. AUC was significantly than that of the single indicator detection of miR-19b (AUC=0.824, 95% CI: 0.770-0.869) and miR-744-5p (AUC=0.783, 95% CI: 0.709-0.838) ( Z=2.28, P=0.021; Z=2.36, P=0.017) . Conclusion:Serum miR-19b level of NSCLC patients is increased, miR-744-5p levels is decreased, and joint detection of serum miR-19b and miR-744-5p has high clinical value in the diagnosis of NSCLC.

Purpose/Significance A prediction model is constructed based on real-world data to achieve prediction and early screening of type 2 diabetic microvascular complications.Method/Process Based on the real world data of Nanjing Drum Tower Hospital in the past 10 years,a particle swarm optimization based deep belief network(PSO-DBN)prediction model for microvascular complica-tions in type 2 diabetes mellitus is constructed by taking test results and medical record documents into consideration.Result/Conclusion The PSO-DBN model can predict diabetic microvascular complications,and the performance is better than that of random forest and sup-port vector machine(SVM)benchmark models,it provides references for the research of disease prediction model of real-world data.

OBJECTIVE: To analyze the medical equipment operation data of 44 clinical departments in the hospital from three aspects: materials and consumables, operation and maintenance depreciation, and operation management. METHODS: To formulate the evaluation standards and scoring criteria for the operation indicators, the lowest score is 0 points, and the highest score is 5 points. Based on the operation indicators of medical equipment, establish a hierarchical structure model, determine the criterion layer and sub-criteria layer, construct a judgment matrix, normalize it, and calculate the weight coefficient. RESULTS: Count equipment operation data in 2021 and 2022. Score according to the assessment standards, assign weights through the analytic hierarchy process, calculate the total score and sort, and making a special analysis on the top 10 departments and departments with a score below 4 points, and formulate a rectification plan. CONCLUSIONS The establishment of index assessment standards and the weight distribution of AHP can effectively enhance the control of equipment operating costs.
Analytic Hierarchy Process ; Rationalization ; Surgical Equipment ; Reference Standards ; Cost Control

Objective:To explore the clinical application value of sound touch elastography (STE) in the evaluation of the curative effect of acupuncture and moxibustion in the treatment of stroke patients with upper limb spasm.Methods:Fifty-five patients with upper limb spasm after stroke were selected as stroke group, and thirty healthy volunteers matched with age, gender and body mass index (BMI) were selected as control group between September 2020 and March 2021. The shear wave velocity (SWV) of biceps brachii and triceps brachii were measured in both groups. In stroke group, the SWVs of biceps brachii and triceps brachii on spastic side and non-spastic side were measured before and after acupuncture treatment, and the correlations between SWV and spastic grade (X), muscle response angle (R1), passive range of motion (R2), spastic angle (R2-R1) of modified Tardieu scale (MTS) were analyzed.Results:At 0 degree, the SWV of spastic biceps brachii (3.85±0.62)m/s was significantly higher than those of the non-spastic side [(3.34±0.35)m/s] and control group [(3.15±2.66)m/s] (all P<0.001), and decreased [ (3.45±0.47)m/s] after acupuncture treatment ( P<0.001). At 90 degree, the SWV of non-spastic biceps brachii was larger than those of spastic side and control group [1.98(1.92, 2.14)m/s vs 1.98(1.92, 2.11) m/s, 1.95(1.86, 2.05)m/s, all P<0.05], and there was no significant difference between the SWV of spastic side and control group ( P>0.05). There were no significant differences in SWV of triceps brachii between the spastic side and control group at both 0 degree or 90 degree ( P>0.05). At 0 degree, SWV positively correlated with MTS (x) ( rs=0.639, P<0.001) and negatively with R1 ( rs=-0.527, P<0.001) and R2 ( rs=-0.825, P<0.001) on the spastic biceps brachii. Conclusions:STE can provide quantitative index for the objective evaluation of the curative effect of acupuncture in upper limb spasm after stroke, and it is proposed to be an effective means of clinical diagnosis and efficacy evaluation in patients with upper limb spasm after stroke.

Objective:The Chinese pediatric mesh-type reference phantoms were developed and applied in the dose assessment of X-ray radiography.Methods:The 5- and 10-year-old Chinese pediatric mesh-type reference phantoms were developed based on the CT data. Based on the phantoms, the Monte Carlo method was applied to simulate the X-ray radiography to calculate the organ dose conversion coefficient and the effective dose conversion coefficient in different radiography conditions.Results:The 5- and 10-year-old Chinese pediatric mesh-type reference phantoms were developed, and the physical parameters were consistent with the national standard. The differences of the organ mass between the established phantoms and reference data were within 2%. The database of the pediatric chest posteroanterior projection and abdominal anteroposterior projection, tube voltage 60-90 kVp, total filtration 2.5~4 mmAl were simulated, and the difference between the effective dose conversion factor and the literature result was within 3%.Conclusions:The established Chinese pediatric mesh-type reference phantoms can be applied in the studies of radiation protection and clinical medicine and their result can provide an important reference for the dose assessment of the pediatric X-ray radiography.

Objective　To investigate the correlation between red cell distribution width to platelet ratio and short-term prognosis in acute ischemic stroke.Methods　The patients with ischemic stroke admitted in the First Affiliated Hospital of Zhengzhou University during the initial 24 hours after the onset of disease between 2015-2017 were recruited prospectively.Red cell distribution width (RDW),platelet and clinical characteristics were recorded.Functional outcome at 90 days after ischemic stroke was evaluated by the modified Rankin Scale (mRS).Results　Totally 1106 patients were included.Patients with poor functional outcome were older (P＜0.001=and had more frequent histories of hypertension (P=0.015),diabetes (P=0.001),atrial fibrillation (P＜0.001=,coronary heart disease (P=0.041),stroke (P＜0.001=and higher National Institutes of Health Stroke Scale (NIHSS)(P＜0.001=,white blood cell count (P＜0.001=,RDW (P＜0.001=and RDW to platelet ratio (RPR) (P=0.034).Higher RPR levels were associated with poor functional outcome at 90 days after ischemic stroke［(odds ratio,OR) 1.09,(confidence interval,CI) 1.03~1.16，P=0.005］. Conclusion　Higher RPR levels were associated with poor short-term outcome after acute ischemic stroke.