Objective To propose a lead attention network-based ST-T change recognition algorithm to detect ECG ST-T changes accurately.Methods Firstly,heartbeat signals were extracted through R-wave localization,and a 12-lead heartbeat matrix was generated by correlation-based screening and merging to realize data augmentation.Secondly,a lead attention module was constructed by combining depthwise convolution(DWConv)with the channel attention squeeze-and-excitation block(SE-block)structure to perceive the differences in ST-T status among electrocardiogram leads.Thirdly,the mapping output by two independent attention modules was fused and splicing with the original signal residual was carried out,so that attention information extraction and original information transfer were enhanced effectively.Finally,SE-ResNet was used as the backbone network to extract signal features to complete the classification and identification of ST-T changes.To validate the recognition performance of the proposed algorithm for ST-T changes in ECG,the 12-lead ECG data of 97 472 patients containing different ECG rhythms were collected for ablation and comparison experiments at the First Affiliated Hospital of Army Medical University.Results The proposed algorithm achieved an AUC of 0.965 with a sensitivity of 90.51%,specificity of 90.23%,positive predictive value of 89.24%and overall accuracy of 90.36%on an independent test set.Comparative analysis demonstrated superior performance to four benchmark architectures,including VGG16,ResNet18,MobileNetV3-Small and ShuffleNet,in terms of both classification accuracy and computational efficiency.Conclusion The algorithm designed can accurately detect ST-T changes and can be used for wearable ECG automatic analysis to assist in the early warning of cardiovascular diseases in both acute and chronic patients and highland residents.[Chinese Medical Equipment Journal,2025,46(7):1-11]

Objective To propose a lead attention network-based ST-T change recognition algorithm to detect ECG ST-T changes accurately.Methods Firstly,heartbeat signals were extracted through R-wave localization,and a 12-lead heartbeat matrix was generated by correlation-based screening and merging to realize data augmentation.Secondly,a lead attention module was constructed by combining depthwise convolution(DWConv)with the channel attention squeeze-and-excitation block(SE-block)structure to perceive the differences in ST-T status among electrocardiogram leads.Thirdly,the mapping output by two independent attention modules was fused and splicing with the original signal residual was carried out,so that attention information extraction and original information transfer were enhanced effectively.Finally,SE-ResNet was used as the backbone network to extract signal features to complete the classification and identification of ST-T changes.To validate the recognition performance of the proposed algorithm for ST-T changes in ECG,the 12-lead ECG data of 97 472 patients containing different ECG rhythms were collected for ablation and comparison experiments at the First Affiliated Hospital of Army Medical University.Results The proposed algorithm achieved an AUC of 0.965 with a sensitivity of 90.51%,specificity of 90.23%,positive predictive value of 89.24%and overall accuracy of 90.36%on an independent test set.Comparative analysis demonstrated superior performance to four benchmark architectures,including VGG16,ResNet18,MobileNetV3-Small and ShuffleNet,in terms of both classification accuracy and computational efficiency.Conclusion The algorithm designed can accurately detect ST-T changes and can be used for wearable ECG automatic analysis to assist in the early warning of cardiovascular diseases in both acute and chronic patients and highland residents.[Chinese Medical Equipment Journal,2025,46(7):1-11]

Aim To design the pyrimidoindole deriva-tive N-butyl-9H-pyrimido[4,5-b]indole-2-carboxamide(BFPI)and synthesize it to investigate whether it in-hibits macrophage pyroptosis and foaming effects through the NLRP3/Caspase-1 pathway.Methods BFPI was synthesized using 2,4,6-triethoxycarbonyl-l,3,5-triazine and 2-aminoindole as starting materials and structurally characterized by 1H NMR,13C NMR,and ESI-MS.The in vitro cultured mouse monocyte macro-phage cell line RAW264.7 was divided into blank,model(PA)and therapeutic(BFPI)groups,and the cells in each group were treated with the corresponding culture medium for 24 h.The proliferative viability was detected by MTT assay,and the formation of intracel-lular lipid droplets was detected by oil red O staining,and NLRP3 was detected by Western-blot and RT-qPCR,caspase-1 and MCP-1 mRNA and protein ex-pression levels by Western blot and RT-qPCR.Results Compared with the blank group,the proliferation vi-ability of cells in the model group significantly de-creased and the formation of lipid droplets significantly increased;compared with the model group,the prolif-eration viability of cells in the treatment group signifi-cantly increased and the formation of lipid droplets sig-nificantly decreased,and the differences were statisti-cally significant(P＜0.01);compared with the blank group,the cellular NLRP3,caspase-1 and MCP-1 mR-NA and protein expression levels of cells in the model group significantly increased;compared with the model group,the expression levels of the above indexes of the cells in the treatment group significantly decreased,and the difference was statistically significant(P＜0.01).Conclusions BFPI contributes to delaying macrophage-derived foam cell formation during athero-genesis by inhibiting macrophage NLRP3,caspase-1,and MCP-1 expression and thereby promoting their pro-liferation and inhibiting lipid phagocytosis.

Objective To explore the clinical characteristics and treatment of Pseudomonas peritoneal dialysis-associated peritonitis(PsP). Methods The data of patients receiving peritoneal dialysis in four tertiary hospitals in Jilin province from 2015 to 2019 were retrospectively analyzed.According to the etiological classification,the patients with peritoneal dialysis-associated peritonitis(PDAP)were classified into PsP group and non-PsP group.The incidence of PsP was calculated,and the clinical characteristics and treatment outcomes of the two groups were compared.Kaplan-Meier method was used to draw the survival curve,and Cox regression was performed to analyze the risk factors affecting the technical failure of PsP.The treatment options of Pseudomonas aeruginosa-caused PDAP and the drug sensitivity of PsP were summarized. Results A total of 1530 peritoneal dialysis patients with complete data were included in this study,among which 439 patients had 664 times of PDAP.The incidence of PsP was 0.007 episodes/patient-year.PsP group had higher proportion of refractory peritonitis(41.38% vs.19.69%,P=0.005),lower cure rate(55.17% vs.80.79%, P=0.001),and higher extubation rate(24.14% vs.7.09%,P=0.003)than non-PsP group.The technical survival rate of PsP group was lower than that of non-PsP group(P<0.001).Multivariate Cox regression analysis showed that Pseudomonas aeruginosa was an independent risk factor for technical failure in patients with PsP(HR=9.020,95%CI=1.141-71.279,P=0.037).Pseudomonas was highly sensitive to amikacin,meropenem,and piperacillin-tazobactam while highly resistant to compound sulfamethoxazole,cefazolin,and ampicillin. Conclusion The treatment outcome of PsP is worse than that of non-PsP,and Pseudomonas aeruginosa is an independent risk factor for technical failure of PsP.
Humans ; Peritoneal Dialysis/adverse effects* ; Peritonitis/etiology* ; Pseudomonas ; Retrospective Studies ; Treatment Outcome

BACKGROUND: Delivery room resuscitation assists preterm infants, especially extremely preterm infants (EPI) and extremely low birth weight infants (ELBWI), in breathing support, while it potentially exerts a negative impact on the lungs and outcomes of preterm infants. This study aimed to assess delivery room resuscitation and discharge outcomes of EPI and ELBWI in China. METHODS: The clinical data of EPI (gestational age [GA] <28 weeks) and ELBWI (birth weight [BW] <1000 g), admitted within 72 h of birth in 33 neonatal intensive care units from five provinces and cities in North China between 2017 and 2018, were analyzed. The primary outcomes were delivery room resuscitation and risk factors for delivery room intubation (DRI). The secondary outcomes were survival rates, incidence of bronchopulmonary dysplasia (BPD), and risk factors for BPD. RESULTS: A cohort of 952 preterm infants were enrolled. The incidence of DRI, chest compressions, and administration of epinephrine was 55.9% (532/952), 12.5% (119/952), and 7.0% (67/952), respectively. Multivariate analysis revealed that the risk factors for DRI were GA <28 weeks (odds ratio [OR], 3.147; 95% confidence interval [CI], 2.082-4.755), BW <1000 g (OR, 2.240; 95% CI, 1.606-3.125), and antepartum infection (OR, 1.429; 95% CI, 1.044-1.956). The survival rate was 65.9% (627/952) and was dependent on GA. The rate of BPD was 29.3% (181/627). Multivariate analysis showed that the risk factors for BPD were male (OR, 1.603; 95% CI, 1.061-2.424), DRI (OR, 2.094; 95% CI, 1.328-3.303), respiratory distress syndrome exposed to ≥2 doses of pulmonary surfactants (PS; OR, 2.700; 95% CI, 1.679-4.343), and mechanical ventilation ≥7 days (OR, 4.358; 95% CI, 2.777-6.837). However, a larger BW (OR, 0.998; 95% CI, 0.996-0.999), antenatal steroid (OR, 0.577; 95% CI, 0.379-0.880), and PS use in the delivery room (OR, 0.273; 95% CI, 0.160-0.467) were preventive factors for BPD (all P < 0.05). CONCLUSION Improving delivery room resuscitation and management of respiratory complications are imperative during early management of the health of EPI and ELBWI.
Birth Weight ; Bronchopulmonary Dysplasia ; China/epidemiology* ; Delivery Rooms ; Female ; Gestational Age ; Humans ; Infant ; Infant, Extremely Low Birth Weight ; Infant, Extremely Premature ; Infant, Newborn ; Male ; Pregnancy

Antibodies, Viral ; blood ; Betacoronavirus ; immunology ; Coronavirus Infections ; diagnosis ; Gold Colloid ; chemistry ; Humans ; Immunoassay ; methods ; Immunoglobulin G ; blood ; Immunoglobulin M ; blood ; Pandemics ; Pneumonia, Viral ; diagnosis ; Reagent Kits, Diagnostic

Ethnomedicine is the precious wealth left by ethnic minorities in their struggle against diseases. It is similar to traditional Chinese medicine in a narrow sense and has the characteristics of multi-component,multi-target and multi-channel synergy. Under the guidance of the theory of ethnomedicine,the combination of ethnomedicine and network pharmacology will help to understand the essence of the prevention and treatment of ethnomedicines in a dynamic and holistic manner. This paper reviews the research progress of network pharmacology applied in ethnomedicine,analyses the problems and challenges existing in the application of network pharmacology in ethnomedicine research at present,such as inaccurate data and information,lack of network analysis platform for effective analysis of dose-effect relationship of chemical constituents and weak basic research of ethnomedicine,and puts forward corresponding prospects.
Ethnopharmacology ; Medicine, Chinese Traditional ; Medicine, Traditional

Bismuth modified boron doped diamond (BDD) film electrode was employed for simultaneous determination of trace ZnⅡ,CdⅡand PbⅡby anodic stripping voltammetry.BiⅢwas simultaneously in-situ deposited on bismuth modified boron doped diamond electrode with ZnⅡ,CdⅡ and PbⅡ by pre-concentration.In the presence of BiⅢ,the sensitivity for determination of ZnⅡ,CdⅡ and PbⅡ was remarkably enhanced.Influence factors such as bismuth concentration,boron doped concentrations of BDD electrode,pH,preconcentration potential were investigated and optimized.Under the optimal conditions,the stripping peak currents increased linearly with the increasing concentration of ZnⅡ,CdⅡ and PbⅡ in the range of 10-300 μg/L.The limit of detection was 0.56 μg/L for ZnⅡ,0.32 μg/L for CdⅡand 0.75 μg/L for PbⅡ (S/N=3),respectively.The interference experiments showed that common ions had little influence on the determination except CuⅡ.In addition,the developed electrode displayed a good repeatability.The method was successfully applied to determination of ZnⅡ,CdⅡ and PbⅡ in real water samples with the standard addition recoveries of 92.0%-114.0%.

Objective To study the cytotoxicity of bi-chimeric antigen receptors modified T lymphocytes (BiCAR-T) on the human acute myeloid leukemia (AML) cell line HL60 in vitro and the anti-tumor effects of BiCAR-T on the NOD SCID mouse model of AML in vivo.Methods The BiCAR-T were prepared and the expression of chimeric antigen receptor (CAR) of prepared BiCAR-T was analyzed by flow cytometry.In vitro study was divided into two groups:the experiment group (BiCAR-T) and the control group (T lymphocyte).The killing rate of BiCAR-T in vitro on HL60 cells was determined by CCK8 assay and the level of interferon-γ (IFN-γ) secreted from BiCAR-T co-culturing with HL60 cells for 48 hours was detected by enzyme linked immunosorbent assay (ELISA) at different effect/target ratios (5∶1,10 ∶ 1,20 ∶ 1).The NOD SCID mice AML model was established by the injection of HL60 cells through tail vein and used to assess the antitumor effects in vivo.The mice were randomly divided into three groups according to the random number table:the blank control group receiving 0.9％ NaCl 0.2 ml through tail vein,the model group and the treatment group receiving 1 × 107 HL60 cells in 0.2 ml phosphate buffer saline (PBS).After 20 days,the treatment group was injected with 2 × 107BiCAR-T in 0.2 ml PBS 3 times a week for 2 weeks,while the other two groups received 0.9％ NaCl 0.2 ml.The pathological changes in the mice livers and spleens were observed after 2 weeks of treatment.Results The CAR expression rates of BiCAR-T were more than 50.00％.In vitro experiments proved that the killing rates of BiCAR-T in the experimental group and T lymphocytes in the control group on HL60 cells were (25.43 ±1.32)％ vs.(16.18 ±0.75)％,(50.33±3.11)％ vs.(25.47±1.27)％,and (85.89 ± 3.96) ％ vs.(49.45 ± 2.77) ％ at different effect/target ratios (5 ∶ 1,10 ∶ 1,20 ∶ 1).The killing efficiency of BiCAR-T and T lymphocytes on HL60 cells was significantly different (F =404.17,P ＜ 0.001);the killing efficiency of BiCAR-T and T lymphocytes on HL60 cells was significantly different at different effect/ target ratios (F =548.09,P ＜ 0.001);and the killing efficiency on HL60 cells in the experimental group (BiCAR-T) was significantly higher than that in the control group (T lymphocytes) at different effect/target ratios (F =45.36,P ＜ 0.001).The IFN-γlevels secreted from BiCAR-T in the experiment group and T lymphocytes in the control group co-culturing with HL60 ceils after 48 h were (435.65 ± 20.44) pg/ml vs.(356.75 ± 19.87) pg/ml,(1 639.98 ± 95.75) pg/ml vs.(1 109.37 ± 80.98) pg/ml,and (3 467.43 ± 187.54)pg/ml vs.(2 245.52 ± 112.66)pg/ml.The IFN-γlevel in the experiment group (BiCAR-T) and the control group (T lymphocytes) was significantly different (F =156.24,P ＜ 0.001);the IFN-γ level was significantly different at different effect/target ratios (F =857.67,P ＜ 0.001);the IFN-γlevel in the experimental group (BiCAR-T) was significantly higher than that in the control group (T lymphocytes) at different effect/ target ratios of 5 ∶ 1,10 ∶ 1,20 ∶ 1,respectively (F =46.31,P ＜ 0.001).The result of hematoxylineosin staining (HE) staining showed that leukocyte infiltration in the treatment group was significantly decreased compared with the model group.Conclusion The experimental results showed that BiCAR-T is a kind of efficient targeted immunocyte modified by gene engineering,and it can significantly inhibit leukocyte infiltration of AML in vivo and in vitro.

Objective To study the cytotoxicity of multiple gliomaassociated antigens sensitized dentritic cell activated cytotoxic T lymphocytes (GDC-CTL) on the human glioma cell line U87 in vitro and the anti-tumor effect of GDC-CTL on the BALB/c nude mouse model of malignant glioma in vivo.Methods Multiple glioma-associated antigens sensitized dentritic cell (GDC) and GDC-CTL were prepared and then analyzed with the phenotypes by flow cytometry.Cytotoxicity of GDC-CTL on U87 cells was determined by CCK8 assay and the level of interferon-γ (IFN-γ) secreted from GDC-CTL co-culturing with U87 cells for 48 h was detected by ELISA at different effect/target ratios (5∶ 1,10∶1,20∶1).The T lymphocytes without activation with GDC were evaluated as the control group.The BALB/c Nude mice tumor model established by the subcutaneous injection of U87 cells was adopted to assess the anti-tumor effect.The mice were randomly divided into four groups:the control group receiving subcutaneous injection with 0.9％ NaCl 0.2 mL,the model,intravenous treatment and local treatment groups receiving subcutaneous injection with 1 × 107 U87 cells in 0.2 mL Dulbecco's Modified Eagle Medium (DMEM).When the diameter of tumor tissue reached 3 mm,the model group was subcutaneously injected with 0.9％ NaC1 0.2 mL surrounding the tumor,while the intravenous treatment group and local treatment group were injected with 0.2 × 107 GDC-CTL in 0.2 mL phosphate buffer saline (PBS) through the tail vein and subcutaneous injection into the surrounding area of the tumor respectively,3 times a week for 2 weeks.The tumor volume was calculated and the pathological changes in the tumor tissues were observed for comparison.Results Matured GDC expressing the high levels of CD83,CD1a and HLA-DR successfully activated GDC-CTL in which 93.00％ of CD3 + T lymphocytes and 69.00％ of CD3 + CD8 + T lymphocytes were detected.In vitro experiments proved that the killing rates of GDC-CTL and T lymphocytes on U87 cells were (24.35 ±1.12)％ vs (15.21 ±0.91)％,(38.57±2.10)％ vs (23.35 ±1.30)％,(59.44±3.79)％ vs (35.23 ± 2.33) ％,and the IFN-γlevels secreted from GDC-CTL and T lymphocytes co-culturing with U87 cells were (405.36±27.65) vs (371.11 ±23.23) pg · mL-1,(1509.22 ±97.16) vs (913.54 ±48.35) pg · mL-1,(2429.57 ±183.18) vs (1814.97 ± 123.24) pg · mL-1,at the different effect/target ratios of 5∶1,10∶1 and 20∶1 respectively.There were significant differences between this two groups at the effect/target ratios of 10∶1 and 20∶1 (P ＜0.05).The results obtained from the in vivo experiments showed that the tumor volumes in the intravenous treatment group and local treatment group shrank 34.83％ and 45.37％ respectively,when comparing with the model group (100.00％,P ＜ 0.05).The pathological changes of tumor tissues showed that the tumor cells in the local treatment group and intravenous treatment group were significandy decreased.Conclusion The experimental results that GDC-CTL can significantly inhibit the growth of ghoma provide more evidences to further study the effective targeting therapy on glioma.