Objective To explore the diagnostic value of CT radiomics combined with prothrombin induced by vitamin K absence or antagonist-Ⅱ(PIVKA-Ⅱ)for hepatocellular carcinoma in the background of liver cirrhosis.Methods The clinical and CT imaging data of patients with liver cirrhosis were analyzed retrospectively.Hepatocellular carcinoma was observed in the observation group,and no hepatocellular carcinoma was found in the control group.Logistic regression was used to analyze the clinical factors of hepatocellular carcinoma and a Clinic model was constructed.Support vector machine(SVM)was used to construct the optimal feature model(Rad model).An artificial neural network model(Combine model)was built based on Softmax policy using Python3.6.Results The degree of liver cirrhosis,aspartate aminotransferase(AST),alpha-fetoprotein(AFP)and PIVKA-Ⅱ were independent factors for predicting hepatocellular carcinoma(P＜0.05).The sensitivity and specificity of the clinical logistic regression model were 73.15％and 68.34％,respectively.The SVM model was used to construct Radiomics score(Radscore)containing 7 optimal features,and there were significant differences between the two groups(P＜0.001).DeLong test showed that the area under the curve(AUC)of Combine model was significantly higher than that of Rad model and Clinic model(P＜0.05).The Hosmer-Lemeshow test showed that the Combine model agrees well.Decision curve analysis showed that the curves of Combine model were significantly higher than Clinic model,Rad model and the extreme curve.Conclusion The Combine model based on CT radiomics combined with clinical factors can accurately predict the occurrence of hepatocellular carcinoma in the background of liver cirrhosis.

Based on CT scan data,a bionic model of lumbar spine injuries with high biofidelity is developed and validated through cadaver experiments.Decoupling the constraint system that affects occupants during collisions due to inertial forces and the subsequent pressure exerted by the seat upon returning to position,a simulated fall experiment is designed.The simulated outcomes are trained and predicted using deep learning algorithms,and the accuracy of the trained neural network prediction model is verified.Key parameters are analyzed for correlation using principal component analysis and cross-reverse methods.The results shows that the predicted lumbar spine injury model obtained from training has high reliability(R2>0.9).Comprehensive analysis reveals that after experiencing axial impact,the L4 vertebral body bears the highest impact load and can be used as a representative measure of lumbar spine injury.Among the environmental variables,the axial force on the L4 lumbar spine is mainly affected by torso mass and fall height,both of which have positive correlations.Torso mass,fall height,and posture angle all have positive effects on internal energy.Conversely,torso mass and fall height have negative correlations with stress.These research findings provide a scientific basis for further elucidating lumbar spine injury mechanisms in intelligent cockpit environments,devising corresponding safety protection measures,and evaluating occupant safety in automobiles.

Objective To explore the effect of 3D printing auxiliary stent on the operation of laryngeal microsurgery instrument.Methods Auxiliary stent of suspension laryngoscope was design and 3D printed.30 standardized training residents as experimental participants were randomly divided into conventional group and auxiliary stent group(15 in each group).The pig's larynx was used as a specimen,and the vocal folds were marked with localized staining.Participants performed operation on the stained areas of the vocal folds under suspension laryngoscope(60 times of grasping in 1 h).The conventional group performed operation unaided;The auxiliary stent group performed operation with the auxiliary stent as a support.Two senior chief physicians scored the participants'stability and accuracy.Results The operational stability scale score of the conventional group and the auxiliary stent group were(5.03±4.33)and(8.99±3.42),respectively;The operation accuracy rates were 58.4%(526/900)and 78.9%(710/900),respectively.The operation accuracy rate,operation stability of the auxiliary stent group were significantly higher than those in the conventional group,and the differences were significant(P<0.01).Conclusion The auxiliary stent can significantly improve the stability and accuracy of operation,which has highly application value.

Intracranial aneurysm(IA)is an abnormal tumor-like protrusion of intracranial blood vessels and has a relatively high in-cidence rate,and its rupture can lead to significantly poor prognosis.Diabetes mellitus(DM)is a common chronic disease character-ized by prolonged elevation of blood glucose level,which adversely affects the health of patients.Studies have confirmed the impact of long-term hyperglycemia on vascular health,and fragile blood vessels are an important prerequisite for the onset of aneurysms.There-fore,the patients with DM may have a higher incidence rate of aneurysms than those without DM.However,some studies have yielded conflicting results.Clarifying the mechanisms by which DM promotes the formation of IA and leads to subarachnoid hemorrhage after rupture may help to provide rational and individualized treatment for DM patients upon the identification of aneurysms and improve their prognosis.This article reviews the impact of DM on the formation and rupture of IA and related risk factors.

Objective:To provide guidance on parameters for future endovaginal coil magnetic resonance imaging(MRI)in vivo,and to investigate the imaging potential of the endovaginal coil technique.Methods:The endovaginal coil was used to perform T2-weighted turbo spin echo sequence imaging on a phantom containing three spatial resolution modules,with variations in key imaging parameters.Signal-to-noise ratio(SNR),contrast-to-noise ratio(CNR),and contrast(C)were calculated for images under different imaging parameters,and image quality was assessed based on scores within specified intervals.Structural display scores were determined for the three resolution modules of the phantom,and the non-parametric tests were used for statistical comparison between groups.Results:Under the main imaging parameters of a slice thickness of 2 mm,a slice gap of 0.2 mm,4 times of excitation repetition,a matrix size of 384×384,an FOV of 52 mm×52 mm,a TE of 74 ms,a bandwidth of 180 Hz/Pixel,and an acceleration factor of 18,good image quality was obtained with an acquired spatial resolution of 0.14 mm×0.14 mm×2.00 mm and a reconstructed resolution of 0.07 mm×0.07 mm×2.00 mm,and all three resolution modules were clearly visualized with a clinically acceptable imaging time.There were signifi-cant differences between groups in the imaging quality scores of slice thickness,slice gap,number of excitations,FOV,and accelera-tion factor(P<0.05),while there were no significant differences in matrix,TE,and bandwidth between groups(P=0.521,0.502,and 0.566).There were significant differences in the structural display scores for all parameters between groups(P<0.05).Conclusion:The parameters obtained in this experiment can guide the future ap-plication of endovaginal coils in the human body,demonstrating the extremely high imaging potential of this technique,and endovaginal coil has the potential of identifying small lesions in future clinical practice.

Objective To establish a chromatography-tandem mass spectrometry method for detecting chlorfenapyr and its metabolite tralopyril in blood,and to investigate the toxicokinetics in rats.Methods Chlorfenapyr(8 mg/kg)was administered orally to rats,and blood samples were collected from rats'canthus vein at 5 min,15 min,30 min,1 h,3 h,6 h,12 h,24 h and 48 h after administration.The blood samples were extracted using 100 μL of 5%formic acid solution and 400 μL of acetonitrile.Chlorfena-pyr was qualitatively and quantitatively detected by triple quadrupole gas chromatography-tandem mass spectrometry(GC-MS/MS)and tralopyril was detected by triple quadrupole liquid chromatography-tandem mass spectrometry(LC-MS/MS).The DAS 3.0 software was used to fit the toxicokinetic equa-tions and calculate the toxicokinetic parameters.Results Chlorfenapyr was detectable from 5 min to 24 h with a peak time of 1 h.Tralopyril was detectable from 15 min to 48 h with a peak time of 3 h.The toxicokinetic process of chlorfenapyr in rat blood conformed to a first-order absorption one-compartment open model,with the toxicokinetic equation described as C=e-0.265t-e-0.175t.Tralopyril con-formed to the first-order absorption three-compartment model,and the toxicokinetic equation was C=47 361.069e-2.209t-35 404.962e-1.486t+11 956.363e-0.512t.In the equations,C stands for the concentration of the target substance in the blood,e is the natural constant(≈2.718 28),and t stands for time.Conclu-sion This study optimized the detection method for chlorfenapyr and its metabolite tralopyril in blood.The toxicokinetic equations and parameters of chlorfenapyr and tralopyril can provide a reference for the estimation of oral intake time of chlorfenapyr.

Objective Summarize the clinical application and elevating the caudal end of suspension laryngoscope to deal with severe glottis exposure difficulties.Method A retrospective analysis was conducted on the clinical data of 25 patients with severe dystotic glottic exposure(Cormack-Lehane grade Ⅲ or Ⅳ)who underwent laryngoscopy support surgery from January 2021 to January 2024,then analyze the intraoperative management and outcomes.Results In all the patients,after the angle of the suspension laryngoscope was adjusted to the maximum and the glottis could not be exposed satisfactorily,the caudal end of the suspension laryngoscope stent was lifted to obtain a larger tilt angle and field of view.After the caudal end of the stent was elevated by(11.50±6.31)cm,the glottis was exposed satisfactorily in 23 cases and the operation was performed successfully;In 2 cases,the laryngeal mask airway was used in conjunction with a fibrolaryngoscope and laryngeal forceps were used to extract the lesion step by step.Pharyngeal mucosal tearing and oozing of blood occurred in 24 cases,and the bleeding stopped after electrocoagulation;one case had loose and dislodged teeth.There were no significant changes in blood pressure and heart rate of patients before and after stent lifting(P＞0.05).Conclusion For the severe difficulty of glottis exposure during suspension laryngoscopic surgery,it can be dealt with by lifting the caudal end of the stent,which is a simple and effective method that does not cause serious complications and is worth clinical application.

The fungal bioluminescence pathway (FBP) catalyzes the oxidation of endogenous caffeic acid to produce green bioluminescence through an enzymatic cascade. Genetic engineering of FBP into plants creates autoluminescent specimens that circumvent the substrate limitations of conventional reporter systems. These transgenic plants serve dual functions as aesthetic displays and versatile biosensing platforms, enabling applications in real-time gene expression monitoring, continuous environmental surveillance, and non-invasive bioimaging, offering novel opportunities for horticultural production, environmental conservation, and bioengineering applications. This review synthesizes current advances in plant FBP engineering and explores how machine learning approaches can optimize autoluminescent phenotypes, thereby accelerating innovation in agricultural biotechnology, environmental sensing, and synthetic biology applications.
Fungi/genetics* ; Plants, Genetically Modified/metabolism* ; Genetic Engineering ; Biosensing Techniques ; Luminescent Measurements ; Caffeic Acids/metabolism* ; Luminescence

Objective:To construct a competency-oriented psychosomatic medical cognitive ability model for medical students, and provide theoretical basis for practical research on improving their psychosomatic medical cognitive abilities.Methods:Based on a literature review and behavioral event interviews with 20 medical students, a 23-item questionnaire was developed to assess the cognitive abilities of medical students in psychosomatic medicine. In October 2023, a stratified random sampling method was used to select third- and fourth-year undergraduates from the affiliated clinical college of a medical university for a questionnaire survey on the Questionnaire Star platform. SPSS 22.0 software was used for item analysis, internal consistency analysis, and exploratory factor analysis. AMOS 21.0 software was employed for confirmatory factor analysis.Results:Based on the reliability and validity analysis of the questionnaire, two items were removed, and a competency-oriented psychosomatic medical cognitive ability model for medical students was constructed. The model consisted of 21 items in the three dimensions of knowledge, skill, and attitude.Conclusions:The competency-oriented psychosomatic medical cognitive ability model for medical students shows high reliability and validity in statistical analysis, thereby contributing to the cultivation of their psychosomatic medical cognitive abilities.

Objective Summarize the clinical application and elevating the caudal end of suspension laryngoscope to deal with severe glottis exposure difficulties.Method A retrospective analysis was conducted on the clinical data of 25 patients with severe dystotic glottic exposure(Cormack-Lehane grade Ⅲ or Ⅳ)who underwent laryngoscopy support surgery from January 2021 to January 2024,then analyze the intraoperative management and outcomes.Results In all the patients,after the angle of the suspension laryngoscope was adjusted to the maximum and the glottis could not be exposed satisfactorily,the caudal end of the suspension laryngoscope stent was lifted to obtain a larger tilt angle and field of view.After the caudal end of the stent was elevated by(11.50±6.31)cm,the glottis was exposed satisfactorily in 23 cases and the operation was performed successfully;In 2 cases,the laryngeal mask airway was used in conjunction with a fibrolaryngoscope and laryngeal forceps were used to extract the lesion step by step.Pharyngeal mucosal tearing and oozing of blood occurred in 24 cases,and the bleeding stopped after electrocoagulation;one case had loose and dislodged teeth.There were no significant changes in blood pressure and heart rate of patients before and after stent lifting(P＞0.05).Conclusion For the severe difficulty of glottis exposure during suspension laryngoscopic surgery,it can be dealt with by lifting the caudal end of the stent,which is a simple and effective method that does not cause serious complications and is worth clinical application.