Objective To propose a multiple regression-variational auto-encoders(MR-VAE)model to realize precise and non-invasive prediction of intra-abdominal pressure(IAP)in critically ill patients.Methods At first,a dataset was constructed by retrospectively analysing baseline characteristics and clinical indicators of 100 critically ill patients admitted to the Intensive Care Unit of Daping Hospital of Army Medical University between 30 August 2019 and 30 March 2021.Then,a MR-VAE prediction model was developed by integrating a feedforward neural network for supervised regression onto a variational autoencoder(VAE)framework and incorporating multiple regression strategies to mitigate feature interference.Finally,the MR-VAE model had its performance evaluated by its comparison with five classical models including support vector machines(SVM),convolutional neural networks(CNN),Scikit-learn integrated model(SIM),multi-layer perceptron(MLP)and K-nearest neighbors(KNN),and its prediction accuracy verified by testing the data of 10 randomly selected patients.Results The MR-VAE model behaved the best when compared with the five classical models,with a mean squared error(MSE)of 0.207,a root mean square error(RMSE)of 0.454,a mean absolute error(MAE)of 0.361,a median absolute deviation(MAD)of 0.243,an explained variance score(EVS)of 0.814 and a R2of 0.823,which also outperformed the five models in fitting performance,convergence and final loss.In random sample testing,the MR-VAE model exhibited high consistency between predicted and actual values.Conclusion The MR-VAE model proposed can accurately predict IAP,which has great potential in reducing the repeated measurements of IAP in critically ill patients and providing new ideas for the early diagnosis and treatment of IAH.

Objective To design an electric ice blanket system for prehospital emergency care of patients of heat sroke disease.Methods The electric ice blanket system consisted of a cooling host and cooling accessories.The cooling host had its chassis made of acrylonitrile-butadiene-styrene(ABS),which was equipped externally with an lithium battery and a DC power adapter,and integrated internally a cooling system,an internal circulation pump,an external circulation pump and a main control system;the cooling accessories included a cooling blanket,a cooling cap and a cooling vest,which had the inner layer made of thermoplastic polyurethane(TPU)elastomer and the outer layer made of Oxford cloth or polyester fiber.The system was compared with the existing subcooling therapeutic apparatus on the market in terms of cooling effect with a water bag simulation cooling experiment.Results The cooling experiment showed that the system was comparable to the existing subcooling therapeutic apparatus on the market in terms of cooling effect while behaved well in size and weight.Conclusion The system developed has a high cooling effect and advantages in portability and compatibility to the environment without power supply,which can be used for the early treatment of patients of heat stroke disease.[Chinese Medical Equipment Journal,2025,46(9):16-21]

Objective To observe the clinical efficacy and safety of dexmedetomidine injection combined with esketamine injection in the treatment of patients with oral squamous cell carcinoma radical resection.Methods Patients with oral squamous cell carcinoma radical resection were randomly divided into treatment and control groups.The treatment group will receive intravenous administration of 0.6 μg·kg-1 dexmedetomidine 10 minutes before anesthesia induction.Subsequently,anesthesia induction will be performed with intravenous administration of 0.5 mg·kg-1 esketamine.Anesthesia maintenance will be achieved with intravenous infusion of 0.25 mg·kg-1·h-1 esketamine and 0.3 μg·kg-1·h-1 dexmedetomidine used an infusion pump.The control group will receive intravenous administration of an equivalent volume of 0.9％NaCl 10 minutes before anesthesia induction.Anesthesia induction will then be performed with intravenous administration of 2.5-5.0 μg·kg-1 fentanyl.Anesthesia maintenance will involve intravenous infusion of 0.10-0.25 μg·kg-1·min-1 remifentanil used an infusion pump.The anesthesia effectiveness,analgesic effectiveness,hemodynamics and safety were compared between the two groups.Results Treatment group were enrolled 62 cases,1 case dropped out,and 61 cases were finally included in the statistical analysis.Control group were enrolled 61 cases,1 case dropped out,and 60 cases were finally included in the statistical analysis.The recovery room stay time of treatment and control groups was(25.97±4.52)and(18.39±3.64)min,the extubation time was(16.75±4.84)and(10.16±3.18)min,and the differences were statistically significant(all P＜0.05).After operation 24 h,visual analogue scores of treatment and control groups were(0.85±0.17)and(1.39±0.25)points,adrenocorticotropin levels were(60.07±7.13)and(72.64±9.81)pg·mL-1,cortisol levels were(481.20±49.15)and(539.94±57.77)nmol·L-1,and the differences were statistically significant(all P＜0.05).The mean arterial pressure at 30 min after anesthesia induction(T1)and at the end of surgery(T2)in treatment group were(82.34±4.98)and(86.57±4.18)mmHg,while those in control group were(77.25±7.16)and(76.02±6.29)mmHg;the heart rates of T1 and T2 in treatment groups were(64.08±4.19)and(66.45±4.83)time·min-1,while those in control group were(68.44±6.02)and(72.08±7.27)time·min-1;and the differences were statistically significant(all P＜0.05).The adverse drug reactions in two groups were nausea,vomiting,bradycardia and dizziness.The total incidences of adverse drug reactions in treatment and control groups were 8.20％and 15.00％,without significant difference(P＞0.05).Conclusion Dexmedetomidine injection combined with esketamine injection has a definitive analgesia efficacy in the treatment of patients with oral squamous cell carcinoma radical resection,which can significantly reduce stress responses,maintain hemodynamic stability,without increasing the incidence of adverse drug reactions.

Objective:To investigate the predictive value of endothelial activation and stress index(EASIX)for the prognosis of patients with mantle cell lymphoma(MCL).Methods:A retrospective analysis was conducted to assess prognosis and compare the clinical features of patients diagnosed with MCL who were admitted to the Affiliated Hospital of Xuzhou Medical University from January 2010 to June 2023,had therapeutic indications and received standard treatment.Results:A total of 66 patients were included and divided into high EASIX group and low EASIX group,according to a cutoff value of 0.97 determined by the receiver operating characteristic(ROC)curve.Multivariate Cox regression analysis showed that prealbumin＜0.2 g/L,high EASIX,and ECOG PS score ≥2 were independent risk factors influencing overall survival(OS)in MCL patients.The median OS of patients in the high and low EASIX group was 13.0 and 37.5 months,and the median progression-free survival was 8.8 and 26.0 months,respectively.The proportions of patients with ECOG PS score ≥2 and prealbumin＜0.2 g/L at onset significantly increased in the high EASIX group compared to those in the low EASIX group.Conclusion:At the time of initial diagnosis,EASIX can serve as an independent prognostic indicator impacting OS in patients with MCL.Furthermore,patients in the high EASIX group experience a poorer prognosis and shorter survival duration compared with those in the low EASIX group.

Aim To investigate the effects of the fangchinoline derivative LYY-32 on the biological prop-erties of the BLM642-1290 DNA helicase,in order to lay a foundation for further research on its antitumor activity.Methods Fluorescence polarization assay,malachite green-phosphate and ammonium molybdate colorime-try,and fluorescein-labeled DNA gel electrophoresis experiments were conducted to study the effects of fangchinoline derivative LYY-32 on the DNA binding activity,ATPase activity,and DNA unwinding activity of BLM642-1290 DNA helicase.The effects of LYY-32 on the DNA unwinding activity of DNA helicase in cells were studied using fluorescent techniques and time-lapse microscopy.Ultraviolet spectral scanning was used to investigate the effects of LYY-32 on the confor-mation of the BLM642-1290 DNA helicase.Results At a concentration of 10 μmol·L-1,the inhibition rate of LYY-32 on BLM642-1290 DNA helicase binding to dsDNA was 53.17％.At a concentration of 5 μmol·L-1,the inhibition rate of LYY-32 on BLM642-1290 DNA helicase binding to ssDNA was 88.49％.The inhibition rate of LYY-32 on the ATPase activity of BLM642-1290 DNA he-licase was 89.3％at a concentration of 50 μmol·L-1.When the concentration of LYY-32 exceeded 5μmol·L-1,its inhibition rate on the DNA unwinding activity of BLM642-1290 DNA helicase was 100％.LYY-32 also significantly inhibited the DNA unwinding ac-tivity of DNA helicase in cells.However,LYY-32 had no effect on the conformation of BLM642-1290 DNA heli-case.Conclusion The DNA binding activity,AT-Pase activity,and DNA unwinding activity of BLM642-1290 DNA helicase could be significantly inhibi-ted by the fangchinoline derivative LYY-32.

Objective To propose a multiple regression-variational auto-encoders(MR-VAE)model to realize precise and non-invasive prediction of intra-abdominal pressure(IAP)in critically ill patients.Methods At first,a dataset was constructed by retrospectively analysing baseline characteristics and clinical indicators of 100 critically ill patients admitted to the Intensive Care Unit of Daping Hospital of Army Medical University between 30 August 2019 and 30 March 2021.Then,a MR-VAE prediction model was developed by integrating a feedforward neural network for supervised regression onto a variational autoencoder(VAE)framework and incorporating multiple regression strategies to mitigate feature interference.Finally,the MR-VAE model had its performance evaluated by its comparison with five classical models including support vector machines(SVM),convolutional neural networks(CNN),Scikit-learn integrated model(SIM),multi-layer perceptron(MLP)and K-nearest neighbors(KNN),and its prediction accuracy verified by testing the data of 10 randomly selected patients.Results The MR-VAE model behaved the best when compared with the five classical models,with a mean squared error(MSE)of 0.207,a root mean square error(RMSE)of 0.454,a mean absolute error(MAE)of 0.361,a median absolute deviation(MAD)of 0.243,an explained variance score(EVS)of 0.814 and a R2of 0.823,which also outperformed the five models in fitting performance,convergence and final loss.In random sample testing,the MR-VAE model exhibited high consistency between predicted and actual values.Conclusion The MR-VAE model proposed can accurately predict IAP,which has great potential in reducing the repeated measurements of IAP in critically ill patients and providing new ideas for the early diagnosis and treatment of IAH.

Objective To observe the clinical efficacy and safety of dexmedetomidine injection combined with esketamine injection in the treatment of patients with oral squamous cell carcinoma radical resection.Methods Patients with oral squamous cell carcinoma radical resection were randomly divided into treatment and control groups.The treatment group will receive intravenous administration of 0.6 μg·kg-1 dexmedetomidine 10 minutes before anesthesia induction.Subsequently,anesthesia induction will be performed with intravenous administration of 0.5 mg·kg-1 esketamine.Anesthesia maintenance will be achieved with intravenous infusion of 0.25 mg·kg-1·h-1 esketamine and 0.3 μg·kg-1·h-1 dexmedetomidine used an infusion pump.The control group will receive intravenous administration of an equivalent volume of 0.9％NaCl 10 minutes before anesthesia induction.Anesthesia induction will then be performed with intravenous administration of 2.5-5.0 μg·kg-1 fentanyl.Anesthesia maintenance will involve intravenous infusion of 0.10-0.25 μg·kg-1·min-1 remifentanil used an infusion pump.The anesthesia effectiveness,analgesic effectiveness,hemodynamics and safety were compared between the two groups.Results Treatment group were enrolled 62 cases,1 case dropped out,and 61 cases were finally included in the statistical analysis.Control group were enrolled 61 cases,1 case dropped out,and 60 cases were finally included in the statistical analysis.The recovery room stay time of treatment and control groups was(25.97±4.52)and(18.39±3.64)min,the extubation time was(16.75±4.84)and(10.16±3.18)min,and the differences were statistically significant(all P＜0.05).After operation 24 h,visual analogue scores of treatment and control groups were(0.85±0.17)and(1.39±0.25)points,adrenocorticotropin levels were(60.07±7.13)and(72.64±9.81)pg·mL-1,cortisol levels were(481.20±49.15)and(539.94±57.77)nmol·L-1,and the differences were statistically significant(all P＜0.05).The mean arterial pressure at 30 min after anesthesia induction(T1)and at the end of surgery(T2)in treatment group were(82.34±4.98)and(86.57±4.18)mmHg,while those in control group were(77.25±7.16)and(76.02±6.29)mmHg;the heart rates of T1 and T2 in treatment groups were(64.08±4.19)and(66.45±4.83)time·min-1,while those in control group were(68.44±6.02)and(72.08±7.27)time·min-1;and the differences were statistically significant(all P＜0.05).The adverse drug reactions in two groups were nausea,vomiting,bradycardia and dizziness.The total incidences of adverse drug reactions in treatment and control groups were 8.20％and 15.00％,without significant difference(P＞0.05).Conclusion Dexmedetomidine injection combined with esketamine injection has a definitive analgesia efficacy in the treatment of patients with oral squamous cell carcinoma radical resection,which can significantly reduce stress responses,maintain hemodynamic stability,without increasing the incidence of adverse drug reactions.

Objective To design an electric ice blanket system for prehospital emergency care of patients of heat sroke disease.Methods The electric ice blanket system consisted of a cooling host and cooling accessories.The cooling host had its chassis made of acrylonitrile-butadiene-styrene(ABS),which was equipped externally with an lithium battery and a DC power adapter,and integrated internally a cooling system,an internal circulation pump,an external circulation pump and a main control system;the cooling accessories included a cooling blanket,a cooling cap and a cooling vest,which had the inner layer made of thermoplastic polyurethane(TPU)elastomer and the outer layer made of Oxford cloth or polyester fiber.The system was compared with the existing subcooling therapeutic apparatus on the market in terms of cooling effect with a water bag simulation cooling experiment.Results The cooling experiment showed that the system was comparable to the existing subcooling therapeutic apparatus on the market in terms of cooling effect while behaved well in size and weight.Conclusion The system developed has a high cooling effect and advantages in portability and compatibility to the environment without power supply,which can be used for the early treatment of patients of heat stroke disease.[Chinese Medical Equipment Journal,2025,46(9):16-21]

Aim To investigate the neuroprotective effect of dioscin(DIO)on hippocampal neurons(HT22)after oxygen glucose deprivation/reoxygen-ation(OGD/R)and its possible mechanism.Methods HT22 cells were treated with 0,2.5,5,10,20,40,80,160,and 320 mg·L-1DIO for 24 h,and the cell proliferation rate was detected by CCK-8 method.The concentration that was non-toxic to HT 2 2 cells was se-lected for subsequent experiments.After OGD for 2 h,HT22 cells were randomly divided into the OGD/R group,1.25,2.5,and 5 mg·L-1DIO group,and posi-tive control group.HT22 cells were taken as the con-trol group.After drug intervention for 24 h,the cell proliferation rate was detected by CCK-8 method;the LDH release was detected by colorimetry;the cell ap-optosis rate was detected by TUNEL method;the ex-pression of proteins related to PARP-1/AIF pathway and caspase pathway was detected by Western blot.Results DIO intervention significantly upregulated the expression of AIF protein in mitochondria and PAR protein in nucleus of HT22 cells after OGD/R,and sig-nificantly downregulated the release of LDH,neuronal apoptosis rate,total protein expression of AIF and PAR,PARP-1,AIF in nucleus and protein expression of PAR protein in mitochondria,while the expression of Bax and caspase-3 proteins was not significantly differ-ent from that in the OGD/R group.Conclusion DIO can alleviate the apoptosis of HT22 cells induced by OGD/R by regulating the expression and translocation of proteins related to the PARP-1/AIF pathway,thus playing a neuroprotective role.

The chemical constituents from the n-butanol fraction of ethanol extract of safflower (Carthamus tinctorius L.) were isolated and purified using chromatographic process including MCI Gel CHP-20, ODS, Sephadex LH-20 column chromatography, and semi-preparative HPLC method, and one alkyne and two phenylpropanoid derivants were obtained. Their structures were identified as (5R,E)-tetradecane-12-ene-8,10-diyne-1,5,14-triol (1), (E)-8-O-β-D-glucopyranosyl n-butyl cinnamate (2), and (7S,8S)-7-(4-hydroxy-3-methoxybenzene)-7-butyl-8,9-diol (3) by modern spectroscopy methods (1D NMR, 2D NMR, UV, IR and MS). 1-3 are all new compounds. Compounds 1-3 were screened for their anti-renal fibrosis activities in vitro, and none of them showed obvious effect.