1.Establishment of a new predictive model for esophagogastric variceal rebleeding in liver cirrhosis based on clinical features
Wen GUO ; Xuyulin YANG ; Run GAO ; Yaxin CHEN ; Kun YIN ; Qian LI ; Manli CUI ; Mingxin ZHANG
Journal of Clinical Hepatology 2026;42(1):101-110
ObjectiveTo establish a new noninvasive, simple, and convenient clinical predictive model by identifying independent predictive factors for rebleeding after endoscopic therapy in cirrhotic patients with esophagogastric variceal bleeding (EGVB), and to provide a basis for individualized risk assessment and development of clinical intervention strategies. MethodsCirrhotic patients with EGVB who were diagnosed and treated in The First Affiliated Hospital of Xi’an Medical University from September 2018 to October 2023 were enrolled as subjects, and according to whether the patient experienced rebleeding within 1 year after endoscopic therapy, they were divided into rebleeding group with 93 patients and non-rebleeding group with 84 patients. Clinical data were collected and analyzed. The independent samples t-test was used for comparison of normally distributed continuous data between two groups, and the Mann-Whitney U test was used for comparison of non-normally distributed continuous data between two groups; the chi-square test was used for comparison of categorical data between two groups. A Logistic model was established based on the results of the univariate and multivariate analyses, and the receiver operating characteristic (ROC) curve and the area under the ROC curve (AUC) were used to assess the accuracy of the model. R software was used to visualize the model by plotting a nomogram, and the Bootstrap method was used for internal validation of the model. ResultsThe multivariate analysis showed that red blood cell count (RBC), cholinesterase (ChE), alkaline phosphatase (ALP), albumin (Alb), thrombin time (TT), portal vein trunk diameter, sequential therapy, and primary prevention were independent predictive factors for rebleeding. Based on the results of the multivariate analysis, a logistic model was established as logit(P)=-0.805-1.978×(RBC)+0.001×(ChE)-0.020×(ALP)-0.314×(Alb)+0.567×(TT)+0.428×(portal vein trunk diameter)-2.303×[sequential therapy (yes=1, no=0)]-2.368×[primary prevention (yes=1, no=0)]. The logistic model (AUC=0.928, 95% confidence interval [CI]: 0.893—0.964, P<0.001) had a better performance in predicting rebleeding than MELD score (AUC=0.603, 95%CI: 0.520—0.687, P=0.003), Child-Pugh class (AUC=0.650, 95%CI: 0.578—0.722, P=0.001), and FIB-4 index (AUC=0.587, 95%CI: 0.503—0.671, P=0.045). The model had an optimal cut-off value of 0.607, a sensitivity of 0.817, and a specificity of 0.817. Internal validation confirmed that the model had good predictive performance and accuracy. ConclusionSequential therapy, implementation of primary prevention, an increase in RBC, and an increase in Alb are protective factors against rebleeding, while prolonged TT and widened main portal vein diameter are risk factors. The logistic model based on these independent predictive factors can predict rebleeding and thus holds promise for clinical application.
2.Research Progress on Tumor Microenvironment in Lung Cancer Spine Metastasis
Hongyang FU ; Yizhi LIU ; Yitong SHE ; Yaxin DU ; Ruixia WU ; Manglai LI ; Yong ZHU
Cancer Research on Prevention and Treatment 2026;53(2):158-164
The spine is the most common site of skeletal metastasis in lung cancer, which frequently leads to severe complications such as pathological fracture and neurological compromise and is associated with poor prognosis. The development and progression of spinal metastasis from lung cancer are linked to the unique local microenvironment and tumor microenvironment (TME) of the vertebral column. During metastatic evolution, the dense vascular network of the spine and a plethora of signaling molecules, together with the complex cellular constituents and their intricate interactions within the TME, all cooperate to facilitate the tumor invasion and colonization of the vertebral compartment. Mechanistic studies delineating the role of the TME in spinal metastasis from lung cancer have markedly expanded, fostering the emergence of innovative therapeutic strategies—including nanomedicines, sono-photodynamic therapy, gene therapy, and combination regimens. These strategies demonstrate remarkably potential for clinical translation and offer new directions for the precision management of spinal metastasis from lung cancer.
3.Interpretation of Evidence-to-decision Framework and Its Application in Pharmacovigilance Guidelines of Chinese Patent Medicines
Hongyan ZHANG ; Xin CUI ; Yuanyuan LI ; Zhifei WANG ; Mengmeng WANG ; Shuo YANG ; Xiaoxiao ZHAO ; Fumei LIU ; Yaxin WANG ; Rui MA ; Yanming XIE ; Lianxin WANG
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(8):220-228
To interpret the evidence-to-decision (EtD) framework and to illustrate its application in traditional Chinese medicine (TCM) guideline development using the example of the Pharmacovigilance Guideline of Chinese Patent Medicine, thereby providing methodological references for TCM guideline standardization. Based on the core three stages of the EtD framework (formulating the question, making an assessment of the evidence, and drawing conclusions), critical decision points and evaluation evidence within the evidence-translation process were systematically addressed, aligning with the purpose, scope, and key questions of the guideline. Qualitative research methods, such as the nominal group technique, were employed to formulate recommendations. The analysis was conducted based on the EtD framework. During question formulation, the specific characteristics and practical needs of pharmacovigilance for Chinese patent medicines were clarified, focusing on the core objective of safety assurance throughout the product lifecycle. In the evidence assessment, multi-source evidence was integrated, including policy documents, literature research, and expert consensus, completing the evidence evaluation. Finally, in recommendation-forming, dispersed research evidence and expert experience were synthesized into consensus, culminating in the guideline's completion through solicitation of opinions and peer review. The EtD framework provides a structured tool for evidence-to-decision translation in TCM guideline development, effectively enhancing the transparency and scientific rigor of the process. Therefore, it is recommended that TCM guideline development adopt the EtD framework to improve the evidence-to-decision process with TCM characteristics.
4.Interpretation of Evidence-to-decision Framework and Its Application in Pharmacovigilance Guidelines of Chinese Patent Medicines
Hongyan ZHANG ; Xin CUI ; Yuanyuan LI ; Zhifei WANG ; Mengmeng WANG ; Shuo YANG ; Xiaoxiao ZHAO ; Fumei LIU ; Yaxin WANG ; Rui MA ; Yanming XIE ; Lianxin WANG
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(8):220-228
To interpret the evidence-to-decision (EtD) framework and to illustrate its application in traditional Chinese medicine (TCM) guideline development using the example of the Pharmacovigilance Guideline of Chinese Patent Medicine, thereby providing methodological references for TCM guideline standardization. Based on the core three stages of the EtD framework (formulating the question, making an assessment of the evidence, and drawing conclusions), critical decision points and evaluation evidence within the evidence-translation process were systematically addressed, aligning with the purpose, scope, and key questions of the guideline. Qualitative research methods, such as the nominal group technique, were employed to formulate recommendations. The analysis was conducted based on the EtD framework. During question formulation, the specific characteristics and practical needs of pharmacovigilance for Chinese patent medicines were clarified, focusing on the core objective of safety assurance throughout the product lifecycle. In the evidence assessment, multi-source evidence was integrated, including policy documents, literature research, and expert consensus, completing the evidence evaluation. Finally, in recommendation-forming, dispersed research evidence and expert experience were synthesized into consensus, culminating in the guideline's completion through solicitation of opinions and peer review. The EtD framework provides a structured tool for evidence-to-decision translation in TCM guideline development, effectively enhancing the transparency and scientific rigor of the process. Therefore, it is recommended that TCM guideline development adopt the EtD framework to improve the evidence-to-decision process with TCM characteristics.
5.Expression levels of serum Sirt6 and NOX2 in patients with primary glaucoma and their correlation with disease severity
Yaxin ZHANG ; Xiangyun LIU ; Lingna LI ; Yanjin ZHENG
International Eye Science 2026;26(5):767-771
AIM:To investigate the expression levels of serum sirtuin 6(Sirt6)and nicotinamide adenine dinucleotide phosphate oxidase 2(NOX2)in patients with primary glaucoma and their correlation with the severity of the disease. METHODS:This study is a cross-sectional study. Patients diagnosed with primary glaucoma at the hospital from August 2022 to June 2025 were enrolled and divided into mild-to-moderate and severe groups based on the mean deviation of visual field defects, along with healthy individuals as a control group. Clinical data were collected, and serum levels of Sirt6 and NOX2 were measured using enzyme-linked immunosorbent assay(ELISA). Correlations between serum Sirt6 and NOX2 levels and clinical parameters were analyzed. Multivariate Logistic regression was used to identify factors influencing disease severity, and the diagnostic efficacy of serum Sirt6 and NOX2 levels was evaluated using receiver operating characteristic(ROC)curves. RESULTS:A total of 120 patients with primary glaucoma(58 males, 62 females, mean age 60.08±8.19 y)and 100 controls(46 males, 56 females, mean age 60.23±8.67 y)were enrolled in this study. There were no statistically significant differences in sex or age between the two groups(both P>0.05). The intraocular pressure and serum NOX2 expression level in the primary glaucoma group were significantly higher than those in the control group, while the Sirt6 level was significantly lower than in the control group(all P<0.001). The AUC values of serum Sirt6 and NOX2 in the diagnosis of primary glaucoma were 0.733 and 0.770, respectively, with optimal cutoff values of 2.35 and 4.25 ng/mL, respectively. The AUC of the combined diagnosis of the two was 0.901, and its efficacy was obviously better than that of a single indicator(Zcombination-Sirt6=5.317, Zcombination-NOX2=4.720, P<0.001).The severe group had lower serum Sirt6 expression levels(P<0.05), and higher NOX2 expression levels(P<0.05)than the mild-to-moderate group. Serum Sirt6 expression levels were prominently negatively correlated with mean intraocular pressure(r=-0.354, P<0.05); NOX2 expression levels were prominently positively correlated with mean intraocular pressure(r=0.240, P<0.05). Multivariate Logistic regression analysis showed that a decrease in serum Sirt6 expression levels(OR=0.229, 95%CI: 0.090-0.581), an increase in serum NOX2 expression levels(OR=2.649, 95%CI: 1.658-4.232), an increase in mean intraocular pressure(OR=1.278, 95%CI: 1.118-1.462)which were risk factors for the progression to severe glaucoma. The AUC values of serums Sirt6 and NOX2 expression levels in diagnosing severe primary glaucoma were 0.794 and 0.800, respectively, the AUC, sensitivity, and specificity of the combined diagnosis of the two were 0.916, 80.00%, and 89.33%, respectively, and the combined diagnostic efficacy was better than that of a single indicator(Zcombination-Sirt6=2.627, P=0.009, Zcombination-NOX2=2.762, P=0.006). CONCLUSION:The decreased serum Sirt6 and increased NOX2 expression levels in patients with primary glaucoma are significantly correlated with disease severity, and the combined detection demonstrates good diagnostic value for primary glaucoma and its severity.
6.Network analysis of mental vulnerability, cognitive emotion regulation strategies and positive psychological capital among medical postgraduates
LIANG Miaomiao, LI Yaxin, WANG Shiqi, CHANG Hongjuan
Chinese Journal of School Health 2026;47(5):671-675
Objective:
To explore the interrelationships between mental vulnerability, cognitive emotion regulation strategies, and positive psychological capital in medical postgraduates, so as to provide precise intervention targets for mental health services in universities.
Methods:
From April to June 2025, a convenience sampling method was used to select 1 461 medical postgraduates from three colleges in Hubei Province. Participants were assessed using the Mental Vulnerability Questionnaire (MVQ), the Cognitive Emotion Regulation Questionnaire-Chinese Version (CERQ-C) and the Positive Psychological Capital Questionnaire (PPQ). The network analysis model was constructed using a Gaussian graphical model.
Results:
The network analysis revealed that the edge connection between somatic symptoms and mental symptoms was the strongest, followed by the connection between refocus on planning and positive reappraisal within cognitive emotion regulation, with edge weights of 0.69 and 0.59, respectively. Interpersonal problems within psychological vulnerability exhibited the highest expected influence( EI =1.27), serving as the core node of the network. Rumination within cognitive emotion regulation demonstrated the highest bridge expected influence( BEI =0.33), playing a critical connecting role among psychological vulnerability, cognitive emotion regulation, and positive psychological capital.
Conclusion
In the mental health network of medical postgraduates, mental vulnerability, cognitive emotion regulation, and positive psychological capital interact through their respective key dimensions, jointly affect overall mental health.
7.Construction of risk prediction model for phubbing behavior among college students based on machine learning methods
FU Zheying, LI Yaxin, JIANG Chongming, LI Bo, XU Hui, GE Yang, CHANG Hongjuan
Chinese Journal of School Health 2026;47(7):929-934
Objective:
To develop and compare multiple machine learning models for identifying high-risk college students exhibiting phubbing behavior and to determine key predictive factors, so as to provide evidence for precise screening and early intervention strategies.
Methods:
In December 2025, 1 828 undergraduate students, selected from three universities in Wuhan by using convenience sampling method, were surveyed via online qustionnaire for sociodemographic characteristics, phubbing behavior, family cohesion index, mature happiness, fear of negative evaluation, multidimensional state boredom, and psychological vulnerability. Four machine learning algorithms, including multilayer perceptron (MLP), extreme gradient booting (XGBoost), K-nearest neighbors (KNN), and gradient boosting decision tree (GBDT), were applied. The dataset was randomly split into a training set and a test set at a ratio of 7∶3. Model performance was evaluated using accuracy, recall, F1-score, and area under the receiver operating characteristic curve (AUC). The best performing model was further interpreted using shapley additive explanation (SHAP) analysis to assess feature importance.
Results:
In the training set,955 participants were classified as having low level phubbing behavior, and 325 participants were classified as having high level phubbing behavior. Significant differences were observed in psychological vulnerability, multidimensional state boredom, family cohesion index, and mature happiness between groups ( Z =-10.29, -11.72, -8.17, -7.83, all P <0.05). Significant differences were also found in the detection rate of high level phubbing behavior according to family residence, family status, left behind experience,interpersonal relationships,exercise frequency,physical flexibility,and sleep status ( χ 2=12.22, 38.93, 16.90, 44.64, 58.17, 82.14, 37.89, all P <0.05). Among the four machine learning models (MLP, KNN, GBDT, XGBoost),all showed good discrimination ability, with XGBoost performing best (accuracy 79%, recall 71%, F1-score=0.70, AUC=0.78), while GBDT achieved the highest precision (78%). Feature importance analysis showed that multidimensional state boredom was the most important predictor of phubbing behavior, followed by psychological vulnerability, family cohesion, mature happiness, and fear of negative evaluation. SHAP analysis indicated that multidimensional state boredom, psychological vulnerability, and fear of negative evaluation had positive risk effects, while family cohesion and hedonic well being had protective effects for high risk of phubbing behavior.
Conclusions
Multidimensional state boredom is the core predictor of phubbing behavior among college students. The XGBoost model demonstrates good predictive performance and can provide a reference for identifying high risk individuals and implementing targeted interventions.
8.Determination of polymyxin E in human plasma by LC-MS/MS and its application in therapeutic drug monitoring
Yan CHEN ; Xiaolan HUANG ; Yi LI ; Xin LI ; Beining GUO ; Yaxin FAN ; Hailan WU ; Mengting CHEN ; Wanzhen LI ; Jing ZHANG ; Xiaofen LIU
Chinese Journal of Infection and Chemotherapy 2025;25(2):155-161
Objective To develop and validate an efficient and simple liquid chromatography with tandem mass spectrometry(LC-MS/MS)method for determination of polymyxin E in human plasma,and apply the established method in therapeutic drug monitoring(TDM)of polymyxin E.Methods The LC-MS/MS platform was based on AB SCIEX HPLC-4500MD system.Gradient elution was performed with 0.2%formic acid in water and 0.2%formic acid in acetonitrile.Phenomenex Kinetex XB-C18 column(100 mm × 2.1 mm,2.6 μm)were used.The analytes were detected by electrospray ionization(ESI)positive multiple reaction monitoring mode.The ion pairs for analytes(polymyxins E1,E2)and internal standard(polymyxins B1)were m/z 390.7→101.3,m/z 386.0→101.2,and m/z 402.3→101.2,respectively.Plasma samples were processed with protein precipitation method.Results Polymyxin E1 and E2 showed good linearity in the range of 0.031 2-6.24 mg/L and 0.006 15-1.23 mg/L,respectively.The within-run accuracy of polymyxin E1 and E2 in plasma ranged from 89.4%to 99.8%and 91.5%to 108.2%,respectively,while the between-run accuracy ranged from 91.8%to 104.7%and 95.6%to 105.2%,respectively.The within-run precision of polymyxin E1 and E2 in plasma ranged from 4.9%to 8.9%and 2.8%to 8.5%,respectively,while the between-run precision ranged from 4.1%to 7.6%and 4.2%to 9.8%,respectively.The average internal standard normalized matrix effect factors of polymyxins E1 and E2 were 96.9%-111.2%and 106.1%-112.8%in blank plasma samples from 6 different sources,102.5%-106.8%and 98.8%-105.2%in lipemic plasma,respectively,107.8%-108.9%and 106.9%-1 07.4%in hemolyzed plasma,respectively.The precision of matrix effects was less than 15.0%.The average recovery rate was 102.9%-107.5%for polymyxin E1 and E2,and 107.0%for internal standard polymyxin B1.The precision was less than 3.7%.Conclusions In this study,a simple and efficient LC-MS/MS method was established for determination of polymyxin E1 and E2 in human plasma,which is reliable in the therapeutic drug monitoring and pharmacokinetic study of polymyxin E.
9.Combining diffusion tensor imaging with motor evoked potentials in the evaluation of upper limb motor function post-stroke
Ying LI ; Yaxin YANG ; Haifeng YUAN ; Ben MA ; Zhongheng WU ; Jing FU ; Qiaojun ZHANG
Chinese Journal of Physical Medicine and Rehabilitation 2025;47(1):13-18
Objective:To observe effectiveness of combining diffusion tensor imaging (DTI) with motor evoked potentials (MEPs) in evaluating the upper limb motor functioning of stroke survivors.Methods:Thirty-seven stroke survivors with upper limb motor dysfunction were selected. At the 4th, 12th and 24th week after their onset, each was were assessed using Fugl-Meyer Upper Limb (FMA-UE) scoring, the National Institutes of Health stroke scale (NIHSS), the modified Rankin Scale (mRS), the Barthel Index (BI) and hemiplegic hand function classification. DTI was also applied and MEPs were measured. The patients were divided into an MEP positive group and an MEP negative group according to the existence of the MEP waveform. The DTI and MEP parameters were correlated with the FMA-UE scores, linear regressions were evaluated and a receiver operating characteristics curve was prepared to estimate the utility of DTI in predicting hand function. The sensitivity and specificity of MEPs in predicting hand function recovery were evaluated.Results:The asymmetry index (FAa) of the average anisotropy score of the posterior limb of the internal capsule and the FAa of the cerebral peduncle were both significantly correlated with the FMA-UE scores at the 12th and 24th weeks. The best cut-off points for predicting functional recovery of a patient′s hand were 0.155 for the FAa of the posterior limb of the internal capsule and 0.145 for the cerebral peduncle. Among the 37 patients, the MEPs of 8 (the MEP positive group) could be extracted, and their hand functions recovered completely. The sensitivity of the MEPs in predicting the complete recovery of hand function was 80% with 100% specificity. The linear regression analysis showed 77% prediction accuracy for the FAa and MEPs of the cerebral peduncle for upper limb motor function at the 24th week after onset. In the MEP negative group, two patients completely recovered their hand function, with one′s FAa less than 0.145, and the other′s more than 0.145. When the MEP was negative, the sensitivity of DTI in predicting the recovery of hand function was 50% with 81.5% specificity.Conclusions:DTI combined with MEPs can be used as an index to evaluate the prognosis of upper limb motor function in stroke patients.
10.Experimental Study of Ligustilide Mediates PINK1/Parkin Signaling Pathway to Regulate Mitophagy for Attenuating Neuronal Damage in Ischemic Stroke Rats
Yaxin MA ; Yanwei LUO ; Yang BAI ; Lina CONG ; Yueming LI ; Yu GU ; Yan WANG
Journal of Modern Laboratory Medicine 2025;40(6):38-44
Objective To investigate the neuroprotective effect of ligustilide(LIG)-mediated phosphatase and tensin homolog(PTEN)-induced putative kinase 1(PINK1)/Parkin pathway on mitophagy in rats with cerebral ischemia-reperfusion injury.Methods 161 male Sprague Dawley(SD)rats were randomly divided into sham operation(Sham)group,model group,LIG low-dose group,LIG high-dose group,mitophagy inhibitor(Mdivi-1)group,LIG high-dose+Mdivi-1 group,and the positive drug Nimodipine(NMDP)group,each with 23 rats.A modified middle cerebral artery wire thrombus method was used to construct a cerebral ischemia/reperfusion model in rats,and the neurobehavioral scores of rats in each group were compared by Longa's five-point scale;the volume of cerebral infarction was detected by 2,3,5-triphenyltetrazolium chloride(TCC)staining,the histopathology and ultrastructure of the hippocampus were examined by hematoxylin-eosin(HE)staining and transmission electron microscope(TEM).And the Na+-K+-Adenosine Triphosphate was measured by enzyme-linked immunosorbent assay(ELISA);double immunofluorescence staining for translocase of the outer membrane of mitochondrion 20(TOMM20)and Microtubule-associated protein 1 light chain 3(LC3)co-localized area percentage.Flow cytometry assay(FCM)to test the level of reactive oxygen(ROS);real-time fluorescence quantitative PCR(qRT-PCR)was used to measure the relative content of mitochondria in hippocampal neurons;and Western blot was performed to test the level of autophagy and the PINK1/Parkin pathway related protein expression.Results Compared with the Sham group,the neurological function score and cerebral infarction volume of the model group were increased,the hippocampal neurons showed pathological damage such as disordered arrangement,nucleolus disappearance and partial shrinkage of the nucleus and plasma,nuclear membrane rupture,swelling,membrane rupture and crista reduction of some mitochondria,a large number of autophagosomes were observed,and the colocalization area percentage of TOMM20 and LC3 was increased.TOMM20 and cytochrome C oxidase subunit IV isoform 1(COX4I1)in hippocampus and selective autophagy adaptor protein 62(p62)protein expression,mitochondrial encoded ATP synthase 6(mt-ATP6)/Ribosomal protein L13(Rpl13)ratio and Na+-K+-ATPase content decreased,while PINK1 and Parkin protein expression,LC3-II/I ratio and ROS relative content increased,and the differences were statistically significant(t=4.602~52.012,all P<0.01).Compared with the model group,the neurological function score,cerebral infarction volume,pathological and ultrastructural damage of hippocampal neurons were significantly improved in the LIG low,high dose and NMDP groups,and the differences were statistically significant(t=4.851~12.525,all P<0.01).The colocalization of TOMM20 and LC3 and the content of Na+-K+-ATPase were increased,while the expression of TOMM20,COX4I1 and p62 proteins and the mt-ATP6/Rpl13 ratio were decreased in the high-dose LIG group.The protein expression of PINK1 and Parkin,LC3-II/I ratio and ROS relative content were increased,and the differences were statistically significant(t=4.087~33.211,all P<0.01).Compared with the LIG high-dose group,the Mdivi-1 and LIG+Mdivi-1 groups had significantly decreased colocalization of TOMM20 and LC3 and Na+-K+-ATPase content,and significantly increased expression of TOMM20,COX4I1 and p62 proteins and mt-ATP6/Rpl13 ratio.The protein expression of PINK1 and Parkin,LC3-II/I ratio and ROS relative content were decreased,and the differences were statistically significant(t=4.008~43.415,all P<0.01).However,the percentage of TOMM20 and LC3 co-localization area,PINK1 and Parkin protein expression,LC3-II/I ratio and Na+-K+-ATPase content in the hippocampus of the LIG+Mdivi-1 group were higher than those of the Mdivi-1 group.The protein expression of COX4I1 and p62,mt-ATP6/Rpl13 ratio and ROS level were lower than those in MDIV-1 group,and the differences were statistically significant(t=3.721~21.513,all P<0.01).Conclusion LIG may activate mitophagy by regulating PINK1/Parkin signaling pathway to protect neurons from cerebral ischemia-reperfusion injury in rats.


Result Analysis
Print
Save
E-mail