Computational analysis can accurately detect drug-gene interactions (DGIs) cost-effectively. However, transductive learning models are the hotspot to reveal the promising performance for unknown DGIs (both drugs and genes are present in the training model), without special attention to the unseen DGIs (both drugs and genes are absent in the training model). In view of this, this study, for the first time, proposed an inductive learning-based model for the precise identification of unseen DGIs. In our study, by integrating disease nodes to avoid data sparsity, a multi-relational drug-disease-gene (DDG) graph was constructed to achieve effective fusion of data on DDG intro-relationships and inter-actions. Following the extraction of graph features by utilizing graph embedding algorithms, our next step was the retrieval of the attributes of individual gene and drug nodes. In this way, a hybrid feature characterization was represented by integrating graph features and node attributes. Machine learning (ML) models were built, enabling the fulfillment of transductive predictions of unknown DGIs. To realize inductive learning, this study generated an innovative idea of transforming known node vectors derived from the DDG graph into representations of unseen nodes using node similarities as weights, enabling inductive predictions for the unseen DGIs. Consequently, the final model was superior to existing models, with significant improvement in predicting both external unknown and unseen DGIs. The practical feasibility of our model was further confirmed through case study and molecular docking. In summary, this study establishes an efficient data-driven approach through the proposed modeling, suggesting its value as a promising tool for accelerating drug discovery and repurposing.

Chronic atrophic gastritis （CAG）， a common digestive system disease， has an unclear pathogenesis. Currently， it is mostly believed to be related to Helicobacter pylori （Hp） infection， immune factors， dietary factors， bile reflux， long-term use of antibiotics and anti-inflammatory drugs， and other factors. Ferroptosis is a regulated cell death mechanism that is iron-dependent and characterized by disruption of iron metabolism and accumulation of lipid peroxides. More and more studies have found that ferroptosis is closely related to the onset of CAG. Professor LI Diangui， a master of traditional Chinese medicine， first proposed the turbid toxin theory， which holds that spleen deficiency and turbid toxin is the main pathogenic mechanism of CAG. Abnormal iron metabolism regulation is a prerequisite for the accumulation of turbid toxin in CAG， and ferroptosis is in accordance with the pathogenic mechanism （spleen deficiency and turbid toxin） of CAG. This article explores the pathological mechanism of spleen deficiency and turbid toxin in CAG from the perspectives of iron metabolism， oxidative stress， and lipid peroxidation， providing theoretical support of traditional Chinese medicine for the modern research on CAG. It enriches the modern scientific connotation of the turbid toxicity theory and provides new ideas and breakthrough points for the clinical treatment of CAG.

Chronic atrophic gastritis （CAG）， a common digestive system disease， has an unclear pathogenesis. Currently， it is mostly believed to be related to Helicobacter pylori （Hp） infection， immune factors， dietary factors， bile reflux， long-term use of antibiotics and anti-inflammatory drugs， and other factors. Ferroptosis is a regulated cell death mechanism that is iron-dependent and characterized by disruption of iron metabolism and accumulation of lipid peroxides. More and more studies have found that ferroptosis is closely related to the onset of CAG. Professor LI Diangui， a master of traditional Chinese medicine， first proposed the turbid toxin theory， which holds that spleen deficiency and turbid toxin is the main pathogenic mechanism of CAG. Abnormal iron metabolism regulation is a prerequisite for the accumulation of turbid toxin in CAG， and ferroptosis is in accordance with the pathogenic mechanism （spleen deficiency and turbid toxin） of CAG. This article explores the pathological mechanism of spleen deficiency and turbid toxin in CAG from the perspectives of iron metabolism， oxidative stress， and lipid peroxidation， providing theoretical support of traditional Chinese medicine for the modern research on CAG. It enriches the modern scientific connotation of the turbid toxicity theory and provides new ideas and breakthrough points for the clinical treatment of CAG.

This study investigated a novel coronary knobby scoring balloon through finite element analysis (FEA) and in vitro anti-slippage testing, evaluating its dilation process under various vascular conditions and comparing it with other balloons. The FEA results indicated that in the cases of healthy artery and diseased artery with different stenosis rates, the stress on the vessels caused by the knobby scoring balloon was significantly smaller than that of the scoring balloon, and was close to that of the plain balloon. In vitro anti-slippage testing showed that the slippage distance of a plain balloon was 0.11±0.06 mm, and there was no slippage for knobby scoring balloon under nominal pressure. Knobby scoring balloon can effectively expand calcified lesion while providing anti-slippage function, and has a lower risk of vascular injury.
Finite Element Analysis ; Humans ; Angioplasty, Balloon, Coronary/instrumentation* ; Equipment Design ; Biomechanical Phenomena ; Coronary Vessels

The precise and rapid monitoring of multiple organ dysfunction is crucial in drug discovery. Traditional methods, such as pathological analysis, are often time-consuming and inefficient. Here, we developed a multiplexed near-infrared window two (NIR-II) fluorescent bioimaging method that allows for real-time, rapid, and quantitative assessment of multiple organ dysfunctions. Given that existing probes did not fully meet requirements, we synthesized a range of NIR-II hemicyanine dyes (HDs) with varying absorption and emission wavelengths. By modifying these dyes, we achieved high spatial and temporal resolution imaging of the liver, kidneys, stomach, and intestines. This method was further applied to investigate disorders induced by cisplatin, a drug known to cause gastric emptying issues along with liver and kidney injuries. By monitoring the metabolic rate of the dyes in these organs, we accurately quantified multi-organ dysfunction, which was also confirmed by gold-standard pathological analysis. Additionally, we evaluated the effects of five aristolochic acids (AAs) on multiple organ dysfunction. For the first time, we identified that AA-I and AA-II could cause gastric emptying disorders, which was further validated through transcriptomics analysis. Our study introduces a novel approach for the simultaneous monitoring of multi-organ dysfunction, which may significantly enhance the evaluation of drug side effects.

Objective:To discuss the causal association between sterol esters and intrahepatic duct,biliary tract,and gallbladder malignancies using two-sample Mendelian randomization(MR)analysis,and to clarify the biological mechanisms of sterol esters,and to provide the a basis for early prevention and treatment of these malignancies.Methods:The instrumental variable data for 15 different types of sterol ester traits were obtained from the Finnish database(FinnGen).The genome-wide association study(GWAS)data for intrahepatic duct,biliary tract,and gallbladder malignancies were retrieved from the GWAS database using the keywords"sterol ester"and"intrahepatic duct,biliary tract,and gallbladder malignancies"(accession numbers:ICD-O-3 and GCST90277238-GCST9027725).The inverse-variance weighted(IVW)method,MR-Egger regression,and weighted median(WM)method were used to assess the causal association between sterol esters and the risk of these malignancies.Pleiotropy was tested using the MR-Egger intercept method;heterogeneity was evaluated using Cochran's Q test;and sensitivity analysis was performed using the leave-one-out approach to comprehensively assess the reliability and robustness of the results.Results:The IVW analysis results showed that Sterol ester(27:1/14:0)odds ratio(OR)=2.349,95%confidence interval(CI)=1.371-4.025,P=0.002),Sterol ester(27:1/16:0)(OR=1.248,95%CI=1.018-1.523,P=0.033),Sterol ester(27:1/18:2)(OR=1.361,95%CI=1.078-1.718,P=0.009),and Sterol ester(27:1/22:6)(OR=1.339,95%CI=1.001-1.791,P=0.049)were associated with an increased risk of intrahepatic duct,biliary tract,and gallbladder malignancies.The MR-Egger regression analysis results indicated that Sterol ester(27:1/18:2)(OR=2.038,95%CI=1.337-3.105,P=0.011)was a risk factor for these malignancies.The WM analysis results revealed that Sterol ester(27:1/14:0)(OR=2.786,95%CI=1.419-5.468,P=0.003)and Sterol ester(27:1/18:2)(OR=1.548,95%CI=1.148-2.088,P=0.004)were also risk factors.The MR-Egger intercept analysis and Cochran's Q test results indicated no significant horizontal pleiotropy or heterogeneity.The leave-one-out sensitivity analysis did not identify any influential outlier single nucleotide polymorphism(SNPs),confirming the reliability of the study.Conclusion:Sterol ester(27:1/14:0),Sterol ester(27:1/16:0),Sterol ester(27:1/18:2),and Sterol ester(27:1/22:6)exhibit causal associations with intrahepatic duct,biliary tract,and gallbladder malignancies and may promote their development.

Objective To investigate differential patterns of oxygenated hemoglobin concentration in prefron-tal cortical regions between major depressive disorder patients with or without psychotic symptoms during verbal flu-ency task(VFT)performance using functional near-infrared spectroscopy(fNIRS).Methods A total of 108 pa-tients with major depression who were hospitalized in the psychiatric department of the hospital from July 2023 to April 2024 were selected as the study objects.They were divided into two groups(n=60)with or without psychotic symptoms(n=48).fNIRS devices were used to measure and compare the changes in the relative concentration of cerebral hemoglobin in 52 brain channels between the two groups during VFT.Re-sults Compared with the unaccompanied group,the relative concentration of cerebral oxygenated hemoglobin in channel 13 was higher(0.003±0.001 vs.0.002±0.001),and the relative concentration of cerebral oxygen-ated hemoglobin in channel 33 was lower(0.003±0.001 vs.0.007±0.002),the difference was statistically significant(P＜0.05).There was no significant difference in the relative concentration of oxygenated hemo-globin in other brain areas between the two groups(P＞0.05).Conclusion There are abnormal oxygen activ-ity in brain functional areas associated with psychotic symptoms,and fNIRS technique is helpful for early as-sessment of cerebral aerobic function in depressed patients with psychotic symptoms.

Objective To evaluate the effect of dapagliflozin on myocardial function in early spontaneously hypertensive rats(SHR)with layer-specific global longitudinal strain(GLS).Methods A total of 45 male SHR aged 6 weeks were randomly divided into control group(normal saline),dapagliflozin group[1 mg/(kg·day)],and losartan group[10 mg/(kg·day)].Fifteen male Wistar-Kyoto(WKY)rats at same age with normal blood pressure were subjected and served as blank control group.During 8 weeks of intervention,systolic blood pressure(SBP)was measured,and conventional echocardiography and two-dimensional speckle tracking echocardiography(2DSTE)were performed and the results were collected to acquire the longitudinal strain of each layer of left ventricular(LV)myocardium.The parameters were compared among the groups.The pathological changes of myocardium were observed in each group of rats.Results Compared with the WKY group,LV ejection fraction(LVEF)and LV fraction shortening(LVFS)at week 8 were decreased in the control group(P＜0.05),but no such decreases were observed in the dapagliflozin group and the losartan group.The GLS of endo-myocardium(GLSendo)at the 6th week was decreased,and GLSendo,GLSmid and GLSepi at the 8th week were all decreased in the control group than the WKY group(all P＜0.05).But there were no statistical differences in the above 3 indicators in the dapagliflozin and losartan groups when compared with the WKY group(all P＞0.05).The pathological results showed that myocardial interstitial fibrosis was observed in the control group at the 6th week.Conclusion Dapagliflozin can effectively improve myocardial function in early SHR.

Objective To explore the application of case-based learning(CBL)approach in the basic medical stage for eight-year clinical medical program.Methods A total of 320 students from the eight-year clinical medicine pro-gram at Peking Union Medical College in the grades of 2014-2015 and 2019-2020 were selected as the study subjects.These students were divided into two groups,162 students in the classes of 2014 and 2015 as the control group,and 158 students in the classes of 2019 and 2020 as the experimental group.The students in the control group received classic teaching in the basic medicine stage characterized by traditional lectures as the main teaching method.The students in the experimental group received traditional lectures supplemented by CBL.In this study,the cardiovascular system was taken as an example,and the assessment scores and questionnaires of the two groups of students were collected in order to evaluate the teaching effectiveness and to obtain timely teaching feedback.Results Traditional lecture combined with CBL method significantly improved the theory assessment scores of students in the experimental group,stimulated learning interest and intrinsic motivation,and enhanced team learn-ing and problem-solving ability.Students believed that CBL teaching could effectively improve the ability to link theory to clinical practice.In addition,CBL teaching method encouraged the interaction between teachers and students and improved teaching efficiency.Conclusions Well-designing and well-organized CBL teaching from multiple levels,including teachers,students,and curricula,can be better accepted and acknowledged by students from eight-year clinical medical program at the stage of basic medical education.

Objective To apply ultrasound to monitor cardiac function changes after anthracycline exposure in children with acute leukemia,in order to obtain the indicators of early changes in their cardiac function.Methods Children with acute leukemia from 2018 March to December 2020 in the Children's Hospital of Kunming Medical University were enrolled according to the inclusion and exclusion criteria,their routine cardiac ultrasound and tissue Doppler condition were recorded,and the changes in systolic function were evaluated by Tei index including TeiS,TeiRL,TeiM and TeiT.Results The mean values of LVEF in the normal and the experimental group were both above 60%.FS,SV,and EDV were all in the normal range.While common indicant,the index of TDI or Tei was not statistically significant(P>0.05).The levels of TeiM,TeiRL and TieT in the groups that received a total dose of 200 mg/m2 anthracyclines and 250 mg/m2 were significantly different from that before treatment(P<0.05).Conclusion Tei index can be utilized as a sensitive indicator for early changes in left and right heart function after children with acute leukemia are exposed to anthracyclines.