Objective To investigate the influence of high copper load on neurobehavior in rats and its possible mechanism of action based on the deacetylase sirtuin 3 （SIRT3）/peroxisome proliferator-activated receptor-γ coactivator-1α （PGC-1α） signaling pathway. Methods A total of 50 adult Sprague-Dawley rats were randomly divided into model group and blank group， with 25 rats in each group. The rats in the model group were fed with 1 g/kg high-copper diet and 0.185% copper sulfate solution （prepared using deionized water） to establish a rat model of high copper load， and after 12 weeks， the shuttle box test and the pole-climbing test were used to observe neurobehavioral changes， while Western blotting and immunofluorescent staining were used to measure the protein expression levels of SIRT3 and PGC-1α in hippocampal tissue. Results The shuttle box test showed that compared with the blank group， the model group had a significant reduction in the number of times of active avoidance reaction after stimulation （P<0.01） and significant increases in the times of active avoidance reaction and passive avoidance reaction （P<0.01）；the pole-climbing test showed that compared with the blank group， the model group had a significant increase in pole-climbing time（P<0.01）. Western blotting and immunofluorescent staining showed that compared with the blank group， the model group had significant reductions in the protein expression levels of SIRT3 and PGC-1α in hippocampal tissue （P<0.05）. Conclusion High copper load has a marked influence on the neurobehavior of rats， possibly by regulating the expression of the SIRT3/PGC-1α signal pathway in hippocampal neurons.

Drug-target interaction (DTI) is fundamental to novel drug research and development (R &D), playing a critical role in elucidating drug mechanisms of action and improving the cost-effectiveness of drug discovery. Although China has seen rapid accumulation of drug-target resources in recent years, the industry still faces challenges such as a shortage of original targets and excessively high target concentration. The rapid advancement of artificial intelligence (AI) has provided an efficient technological pathway for DTI prediction, establishing it as a core tool for accelerating drug discovery. This paper systematically reviews the fundamental data support framework for DTI prediction tasks, elaborating in detail on three core data types— drug characterization, target characterization, and drug-target associations-as well as the classification and application boundaries of mainstream benchmark datasets tailored to different tasks within the field. On this basis, it comprehensively surveys the technological evolution of AI-driven DTI prediction, summarizing the core paradigms and technical advances of traditional machine learning and deep learning methods in a single-modality setting, alongside cutting-edge multimodal approaches that integrate two modalities (cross-subject/within-subject fusion) and three or more modalities for multidimensional information integration. Finally, this paper analyzes the current major challenges in data quality, model generalizability and interpretability, and real-world deployment, while also discussing future trends in standardized dataset construction, generative AI, and large-scale biomedical foundation models, aiming to provide a reference for both research and industrial applications in the AI-driven DTI prediction field.

ObjectiveTo systematically compare the effects of diverse electromagnetic stimulation protocols on hand function and activities of daily living (ADL) in stroke patients using network meta-analysis (NMA), and screen the optimal stimulation strategy for post-stroke hand dysfunction rehabilitation. MethodsNMA was performed in accordance with the PRISMA-NMA statement. Databases of CNKI, Wanfang data, VIP, CBM, PubMed, Web of Science and Embase were searched from database inception to April, 2026 for eligible randomized controlled trials (RCTs) comparing different electromagnetic stimulation protocols for post-stroke hand impairment. The Cochrane Risk of Bias tool and PEDro scale were used to assess methodological quality of included studies, while the GRADE system was adopted to grade evidence quality of primary outcomes of Fugl-Meyer Assessment-Upper Extremities (FMA-UE) and modified Barthel Index (MBI). After literature screening, data extraction and bias evaluation, RevMan 5.4 and Stata 17.0 were used for meta-analysis and NMA. ResultsA total of 22 RCT involving 17 electromagnetic stimulation protocols were finally included. The PEDro scores ranged from six to ten. The top five protocols for improving FMA-UE score were repetitive peripheral magnetic stimulation (rPMS) + repetitive transcranial magnetic stimulation (rTMS), intermittent theta-burst stimulation (iTBS) + rPMS, iTBS + transcranial direct current stimulation (tDCS), transcutaneous electrical acupoint stimulation (TEAS) and contralaterally controlled functional electrical stimulation (CCFES). tDCS was the most effective on MBI, followed by TEAS and iTBS+rPMS. Evidence quality for FMA-UE and MBI was moderate. Funnel plots suggested low risk of publication bias, and consistency tests verified good coherence between direct and indirect comparisons in network models. ConclusionElectromagnetic stimulation significantly facilitates upper limb and hand functional recovery, and improves ADL in stroke patients. The combined central-peripheral magnetic stimulation protocol may be the most effective on motor rehabilitation, whereas tDCS on ADL.

ObjectiveThis study leverages structural data from antigen-antibody complexes of the influenza A virus neuraminidase (NA) protein to investigate the spatial recognition relationship between the antigenic epitopes and antibody paratopes. MethodsStructural data on NA protein antigen-antibody complexes were comprehensively collected from the SAbDab database, and processed to obtain the amino acid sequences and spatial distribution information on antigenic epitopes and corresponding antibody paratopes. Statistical analysis was conducted on the antibody sequences, frequency of use of genes, amino acid preferences, and the lengths of complementarity determining regions (CDR). Epitope hotspots for antibody binding were analyzed, and the spatial structural similarity of antibody paratopes was calculated and subjected to clustering, which allowed for a comprehensively exploration of the spatial recognition relationship between antigenic epitopes and antibodies. The specificity of antibodies targeting different antigenic epitope clusters was further validated through bio-layer interferometry (BLI) experiments. ResultsThe collected data revealed that the antigen-antibody complex structure data of influenza A virus NA protein in SAbDab database were mainly from H3N2, H7N9 and H1N1 subtypes. The hotspot regions of antigen epitopes were primarily located around the catalytic active site. The antibodies used for structural analysis were primarily derived from human and murine sources. Among murine antibodies, the most frequently used V-J gene combination was IGHV1-12*01/IGHJ2*01, while for human antibodies, the most common combination was IGHV1-69*01/IGHJ6*01. There were significant differences in the lengths and usage preferences of heavy chain CDR amino acids between antibodies that bind within the catalytic active site and those that bind to regions outside the catalytic active site. The results revealed that structurally similar antibodies could recognize the same epitopes, indicating a specific spatial recognition between antibody and antigen epitopes. Structural overlap in the binding regions was observed for antibodies with similar paratope structures, and the competitive binding of these antibodies to the epitope was confirmed through BLI experiments. ConclusionThe antigen epitopes of NA protein mainly ditributed around the catalytic active site and its surrounding loops. Spatial complementarity and electrostatic interactions play crucial roles in the recognition and binding of antibodies to antigenic epitopes in the catalytic region. There existed a spatial recognition relationship between antigens and antibodies that was independent of the uniqueness of antibody sequences, which means that antibodies with different sequences could potentially form similar local spatial structures and recognize the same epitopes.

Totally 45 in vitro diagnostic(IVD)reagent manufacturing enterprises were investigated in terms of the use and quality control of nitrocellulose(NC)membranes.The influences of the NC membrane performance indexes on IVD reagent quality were analyzed,including the within-run stability,crawling speed,protein absorption and pore size.The defficiencies of the enterprises were pointed out in the acceptance standard of NC membrane,and some suggestions were put forward including enhancing the performance of domestic NC membrane,improving the acceptance standard,optimizing NC membrane supply chain management by the enterprises and strengthening the internal management of the enterprises.References were provided for the development of IVD industries.[Chinese Medical Equipment Journal,2025,46(7):75-80]

Objective:To investigate the mediating effect of psychological stress between sleep disorder and fatigue in patients with acute coronary syndrome (ACS) undergoing percutaneous coronary intervention (PCI) .Methods:Convenience sampling was used to select 305 ACS patients with PCI from August to September 2024 in China-Japan Union Hospital of Jilin University. General Information Questionnaire, Multidimensional Fatigue Inventory-20 (MFI-20), Symptom Checklist 90 (SCL-90), and Pittsburgh Sleep Quality Index (PSQI) were used to survey the patients at discharge, and one month after discharge.Results:The MFI-20, SCL-90, and PSQI scores at discharge of 305 patients with PCI for ACS were (59.27±18.33), (141.09±49.08), and (10.72±4.95), respectively. The MFI-20, SCL-90, and PSQI scores at one month after discharge were (55.58±19.28), (134.08±44.29), and (9.17±5.20), respectively. Mediating effect analysis showed that at discharge, the direct effect of sleep disorder on fatigue was 0.403, the mediating effect was 0.216, and the total effect was 0.619, with the mediating effect accounting for 34.89% of the total effect. One month after discharge, the direct effect of sleep disorder on fatigue was 0.385, the mediating effect was 0.355, and the total effect was 0.740, with the mediating effect accounting for 47.97% of the total effect.Conclusions:Psychological stress plays a mediating role between sleep disorder and fatigue at different time points in ACS patients undergoing PCI. Clinical attention should be paid to sleep disorders and psychological stress of ACS patients undergoing PCI, so as to improve their fatigue.

Objective To observe the application effect of surgical adhesive membrane combined with modified towel placement method in patients undergoing orthopedic unilateral biportal endoscopy(UBE)operation.Methods A total of 61 patients who underwent orthopedic UBE operation in our hospital from December 2022 to September 2023 were selected and divided into the control group(31 cases,conventional surgical adhesive membrane and towel placement)and the observation group(30 cases,surgical adhesive membrane combined with modified towel placement method)according to different placement methods of membrane and towel during operation.The degree of wetting in the surgical area,vital signs,intraoperative adverse events,postoperative incision infection rate and patients'satisfaction were compared between the two groups.Results The proportions of wet sterile sheets around the surgical area and moist skin of patients in the observation group were lower than those in the control group(P<0.05).The saturation of peripheral oxygen(SpO2),heart rate(HR),mean arterial pressure(MAP)at spinal canal decompression and the end of the operation of patients in the observation group were significantly better than those in the control group(P<0.05).No postoperative incision infection occurred in the two groups,and there was no statistically significant difference in the total incidence of adverse events between the two groups(P>0.05).The patients'satisfaction in the observation group was significantly higher than that in the control group(P<0.05).Conclusion Surgical adhesive membrane combined with modified towel placement method can reduce the degree of wetting in the surgical area during orthopedic UBE operation,stabilize the patients'vital signs,and improve patients'satisfaction.

Aim To investigate the effects of lycopene on myocardial microvascular remodeling and elucidate its underlying mechanisms via the LXR/PI3K/Akt pathway.Methods 50 SD rats were selected to establish a coronary microcirculation disorder model and divided into sham,model and low/mid/high concentration lycopene groups.Left ven-tricular end-diastolic diameter(LVEDD),left ventricular end-systolic diameter(LVESD),left ventricular ejection fraction(LVEF)and left ventricular fractional shortening(LVFS)in rats were detected using echocardiography,creatine kinase(CK),lactate dehydrogenase(LDH),vascular endothelial growth factor(VEGF),platelet-derived growth factor(PDGF)were detected using ELISA,matrix metalloproteinase-9(MMP-9),matrix metalloproteinase-2(MMP-2)and PI3K/Akt pathway related protein expression were detected using Western blot,and liver X receptor α(LXRα)and liver X receptor β(LXRβ)expression were detected using immunohistochemical staining.In vitro,a hypoxia model of myo-cardial microvascular endothelial cells(MCMEC)was established,with groups including control,hypoxia,hypoxia+low/mid/high concentration lycopene,LXR/PI3K/Akt pathway inhibitor group and mitochondrial fission inhibitor group.Cell viability was detected using CCK-8,LXRα and LXRβ were detected using immunofluorescence,superoxide dismutase(SOD),reactive oxygen species(ROS),VEGF and PDGF levels were detected using ELISA,mitochondrial function-re-lated proteins(Drp1,Fis1,LC3-Ⅱ/LC3-Ⅰ,PINK1,Parkin and Opa1)and MMP-9,MMP-2 and PI3K/Akt pathway related proteins were detected using Western blot,and myocardial tissue injury was evaluated using HE staining.Results Compared with the sham group,the model group exhibited severe myocardial injury,with increased levels of LVEDD,LVESD,CK and LDH,decreased LVEF and LVFS,downregulated expression of VEGF,PDGF,MMP-9 and MMP-2,de-creased expression of p-PI3K/PI3K and p-Akt/Akt,and downregulated expression of LXRα and LXRβ.In cells,com-pared with the control group,the hypoxia group showed decreased cell viability,downregulated expression of VEGF,PDGF,MMP-9,and MMP-2,and decreased expression of p-PI3K/PI3K and p-Akt/Akt.Lycopene treatment could ef-fectively reverse the above changes and increase the expression of LXRα and LXRβ.Moreover,lycopene could also re-verse and modulate the characteristic alterations of Drp1,Fis1,LC3-Ⅱ/LC3-Ⅰ,PINK1,Parkin and Opa1 induced by LXR/PI3K/Akt pathway inhibitors or mitochondrial fission inhibitors.Conclusion Lycopene enhances mitochondrial activi-ty,reduces oxidative stress and improves myocardial microvascular remodeling by activating the LXR/PI3K/Akt pathway.

Objective To explore the association between plasma fibrinogen(FBG)levels and the risk of in-hospital mortality among patients with septic shock.Methods The clinical data of 563 patients diagnosed with septic shock in the Intensive Care Unit(ICU)of Shenzhen Second People's Hospital from August 1,2018,to December 31,2020,were collected.Patient demographic information,basic vital signs,and blood routine and biochemical indices upon admission were gathered.Moreover,the Acute Physiology and Chronic Health Evaluation Ⅱ(APACHEⅡ)scores were calculated.Binary logistic regression analysis was conducted to explore the correlation between plasma fibrinogen levels and in-hospital mortality in patients with septic shock.Additionally,a generalized additive model(GAM)and smoothed curve fitting were employed to investigate the nonlinear relationship between plasma fibrinogen and in-hospital mortality.Receiver operating characteristic(ROC)curves were constructed for FBG and APACHEⅡ scores to predict in-hospital mortality in septic shock patients.The area under the curve(AUC)was computed to compare the predictive efficacies of the two.Furthermore,a segmented linear regression model was utilized for quantification.Results Binary logistic regression analysis demonstrated a significant negative correlation between plasma fibrinogen levels and in-hospital mortality among patients with septic shock(P<0.05).GAM modeling and smoothed curve fitting disclosed a nonlinear association between plasma fibrinogen levels and in-hospital mortality,with an inflection point at 5.54 g/L.The segmented linear regression model indicated that,to the left of the inflection point(FBG≤5.54 g/L),for every 1 g/L decrease in plasma fibrinogen,the risk of death increased by 24.5%(OR=0.755,P=0.003).Conversely,to the right of the inflection point(FBG>5.54 g/L),the relationship was not statistically significant(OR=1.049,P=0.685).The findings of the subgroup analyses indicated that the characteristics of the subgroups did not alter the relationship between blood fibrinogen levels and in-hospital mortality.Conclusion There is a nonlinear relationship between FBG levels and in-hospital mortality in patients with septic shock,which has predictive value for evaluating the risk of in-hospital mortality in this patient cohort.

Aim To explore the effect of astragalosideⅣ(AS-Ⅳ)on lipopolysaccharide(LPS)-induced po-larization and migration of RAW 264.7 macrophages and the underlying mechanism.Methods 1 mg·L-1 LPS was used to construct cell migration model.Scratch assay was utilized to determine cell migration rate.Immunofluorescence staining was utilized to de-tect the expression and location of F4/80,iNOS and Arg-1.CCK-8 assay was used to determine the viabili-ty of RAW 264.7 cells.Griess assay was used to measure NO content.Molecular docking was used to analyze the interaction between AS-Ⅳ and the core tar-gets such as cGAS and STING protein.Western blot was employed to detect the expression of iNOS,Arg-1,cGAS,STING,NF-κB p65 and p-NF-κB p65 protein.Results AS-Ⅳ significantly inhibited the migration and M1 polarization of RAW 264.7 cells induced by LPS.Moreover,AS-Ⅳ could interact with cGAS and STING protein,especially cGAS.Further Western blot assay showed that AS-Ⅳ significantly downregulated the expression of iNOS,cGAS,STING and p-NF-κB p65 protein.Conclusions AS-Ⅳ could promote mac-rophage M1 to M2 polarization,thereby inhibited mac-rophage migration through restraining the cGAS/STING/NF-κB signaling pathway,which provides a new therapeutic target for AS-Ⅳ to improve the early inflammatory response of AS.