Computational approaches for predicting drug-target interactions (DTIs) are pivotal in advancing drug discovery. Current methodologies leveraging heterogeneous networks often fall short in fully integrating both local and global network information. To comprehensively consider network information, we propose DHGT-DTI, a novel deep learning-based approach for DTI prediction. Specifically, we capture the local and global structural information of the network from both neighborhood and meta-path perspectives. In the neighborhood perspective, we employ a heterogeneous graph neural network (HGNN), which extends Graph Sample and Aggregate (GraphSAGE) to handle diverse node and edge types, effectively learning local network structures. In the meta-path perspective, we introduce a Graph Transformer with residual connections to model higher-order relationships defined by meta-paths, such as "drug-disease-drug", and use an attention mechanism to fuse information across multiple meta-paths. The learned features from these dual perspectives are synergistically integrated for DTI prediction via a matrix decomposition method. Furthermore, DHGT-DTI reconstructs not only the DTI network but also auxiliary networks to bolster prediction accuracy. Comprehensive experiments on two benchmark datasets validate the superiority of DHGT-DTI over existing baseline methods. Additionally, case studies on six drugs used to treat Parkinson's disease not only validate the practical utility of DHGT-DTI but also highlight its broader potential in accelerating drug discovery for other diseases.

Objective To establish a liver-specific Rbp4 gene knockout mouse model and to explore the effect of liver Rbp4 gene deletion on glucose metabolism.Methods Cre-LoxP technology was used to construct a liver-specific Rbp4 gene knockout mouse model using C57/BL6J and Alb-Cre mice.The genotype of the mice was identified by polymerase chain reaction and agarose gel electrophoresis.Ten 18 week old C57/BL6J male mice were included in the WT group,10 flox homozygous and Alb-Cre negative mice of the same age were included in the experimental control group(Rbp4flox/flox:Cre-),and 10 flox homozygous and Alb-Cre positive mice of the same age were included in the experimental group(Rbp4flox/flox:Cre+).Expression levels of RBP4 protein and mRNA in the liver were verified by Western Blot and quantitative reverse transcription-polymerase chain reaction(qRT-PCR),respectively,and expression levels of Rbp4 mRNA in other tissues were detected by qRT-PCR.Morphological changes in liver tissue were detected by hematoxylin and eosin staining.Blood glucose values were detected in mouse tail vein blood samples using a blood glucose meter,and glucose tolerance and insulin tolerance were determined.Expression levels of the liver glucose metabolism genes phosphoenolpyruvate carboxylase(Pepck)and glucose-6-phosphatase(G6pase)were detected by qRT-PCR.Results Liver-specific Rbp4 knockout mice were successfully bred and identified.RBP4 protein and mRNA levels were significantly decreased in the liver of Rbp4flox/flox:Cre+mice(P＜0.05),but there was no significant difference in the relative expression levels of Rbp4 mRNA in fat,kidney,pancreas,spleen,heart,or muscle tissues among the three groups(P＞0.05).Liver-specific Rbp4 knockout had no significant effect on liver morphology,glucose tolerance,or insulin tolerance(P＞0.05).Pepck mRNA levels in the liver differed significantly among the three groups(P＜0.05),and pairwise comparison showed that liver Pepck mRNA levels were significantly lower in Rbp4flox/flox:Cre+mice compared with levels in Rbp4flox/flox:Cre-mice(P＜0.05).There was no significant difference in liver glucose-6-phosphatase(G6pase)mRNA expression among the three groups(P＞0.05).Conclusions We successfully constructed a liver-specific Rbp4 knockout mouse model.Deletion of Rbp4 in the liver inhibited expression of Pepck mRNA in the liver,thus providing a basis for further exploration of the role of this gene in glucose metabolism in mice.

Objective:To standardize the origin of Rubi Fructus by using ITS2 and matK molecular markers to identify Rubi Fructus and its analogues. Methods:The ITS and matK sequences of Rubus chingii Hu, Rubus corchorifolius L.f., Rubus hirsutus Thunb., Rubus parvifolius L., Rubus buergeri Miq. and Rubus lambertianus Ser. were amplified and sequenced. The hidden Markov model was used to remove 5.8S and 28S from ITS sequences. A total of 25 ITS2 sequences were obtained. And a total of 22 matK sequences were obtained by proofreading by Glustal software. MEGA software was used for matK and ITS2 sequences analysis, intraspecific and interspecific genetic distances caculation, and neighbor joining (NJ) phylogenetic tree construction. ITS2 secondary structure was predicted by ITS2 database and aligned by 4Sale software. Profile neighbor-joining (PNJ) phylogenetic tree was constructed based on combined ITS2 sequence and its secondary structure by ProfDistS software. Results:An obvious barcoding gap between Rubi Fructus and its analogues was showed. The topological relationship between NJ tree and PNJ tree was consistent, and each taxon exhibits monophyly. The ITS2 secondary structure of Rubi Fructus was significant different from its analogues.Conclusions:It is recommended that both ITS2 and matK markers can serve as DNA barcodes for identifying Rubi Fructus and its analogues. The addition of ITS2 secondary structure information can enrich the identification results and provide theoretical support for resource research and variety selection of Rubi Fructus.

Objective:To explore mechanism of Fasudil reducing Aβ1-42 induced BV2 cell injury based on NLRP3 inflamma-some.Methods:BV2 cells were divided into:normal control group,Aβ stimulation group,Aβ+Fasudil intervention group,Aβ+MCC950(NLRP3 inhibitor)intervention group.Cell morphology was observed under microscope.Cell activity was determined of by CCK8.NO release was measured by Griess.NLRP3,caspase 1 and IL-18 expressions were detected by immunofluorescence staining.NLRP3,ASC,caspase 1,IL-1β and IL-18 expressions were detected by Western blot.Results:Compared with normal control group,BV2 cells in Aβ stimulation group were activated and showed amoeba-like shape,cell activity was decreased,NO production was increased,NLRP3,ASC,caspase 1,IL-1β and IL-18 expressions were increased.Fasudil intervention and MCC950 intervention inhibited cell injury induced by Aβ1-42 in which BV2 cell morphology tended to be normal,cell activity was increased,while produc-tion of NO was reduced,and NLRP3,ASC,caspase 1,IL-1β and IL-18 expressions were down-regulated,there was no significant difference between Fasudil intervention group and MCC950 intervention group.Conclusion:Fasudil may alleviate Aβ1-42 induced BV2 cell injury and inflammatory reaction by inhibiting NLRP3 inflammasome activation.

Objective:To explore the correlation between the level of serum free light chain and renal function indexes in patients with diabetic kidney disease (DKD).Methods:The clinical data of 120 patients with DKD (study group) and 80 patients with simple diabetes (diabetes group) in the Beijing Sixth Hospital from October 2017 to October 2020 were retrospectively analyzed. Five ml of fasting peripheral venous blood were collected, the levels of serum uric acid, creatinine, homocysteine (Hcy) and free light chain (including free light chain κ, free light chain λ, ratio of free light chain κ and free light chain λ and total free light chain) were detected, and the estimated glomerular filtration rate (eGFR) was calculated. The correlation between total free light chain and renal function indexes in patients with DKD was analysis by Pearson method.Results:The free light chain κ, free light chain λ, ratio of free light chain κ and free light chain λ, total free light chain, uric acid, creatinine and Hcy in DKD group were significantly higher than those in diabetes group: (33.92 ± 9.06) mg/L vs. (17.65 ± 4.72) mg/L, (17.52 ± 2.83) mg/L vs. (9.81 ± 3.20) mg/L, 1.93 ± 0.23 vs. 1.80 ± 0.25, (51.44 ± 12.31) mg/L vs. (27.46 ± 7.92) mg/L, (383.69 ± 96.11) μmol/L vs. (345.93 ± 93.94) μmol/L, (117.57 ± 22.39) μmol/L vs. (75.06 ± 14.73) μmol/L and (17.64 ± 5.76) μmol/L vs. (11.66 ± 5.46) μmol/L, the eGFR was significantly lower than that in diabetes group: (103.95 ± 22.58) ml/(min·1.73 m 2) vs. (142.65 ± 26.50) ml/(min·1.73 m 2), and there were statistical differences ( P<0.01). Pearson correlation analysis results showed that serum total free light chain in patients with DKD was positively correlated with uric acid, creatinine and Hcy ( r = 0.707, 0.709 and 0.820; P<0.01), and negatively correlated with eGFR ( r = -0.730, P<0.01). Conclusions:The expression level of serum free light chain is obviously increased in patients with DKD, it has a certain correlation with renal function indexes. It can be used as one of the evaluation indicators for disease monitoring.

【Objective】 To provide reference for fine management of blood donors by classifying and analyzing different types of blood donors from domestic blood stations. 【Methods】 The resident population of 15 regions in China from 2016 to 2019 were taken as the research object, among which the blood donors were divided into three categories: age-eligible citizens, registered donors and donated donors. The average value and proportion of the three categories were calculated and statistically analyzed. 【Results】 The resident population of the 15 regions varied greatly. The mean 95% CI of the proportion of age-eligible citizens to resident population from 2016 to 2019 was (60.16%, 67.84%); registered donors to age-eligible citizens and resident population was (2.21%, 2.86%) and (1.41%, 1.79%), respectively; donated donors to registered donors, age-eligible citizens and resident population was (84.63%, 91.68%), (1.93%, 2.55%) and(1.23%, 1.59%), respectively. 【Conclusion】 There were differences in the number and proportion of different types of blood donors in different regions. The fine management of blood donors can help blood stations carry out more effective recruitment and retention strategies.

Objective To analyze the experience of Yang Boliang for the treatment of dysentery. Methods The prescriptions for dysentery that used by Yang Boliang were collected to build a database, and analyzed by the unsupervised data mining methods, such as apriori algorithm, entropy Clustering complex systems. Results Based on the analysis of 35 prescriptions, the most frequently used drug, the core drug combinations and the new prescriptions were mined from the database. The most frequently used drugs were tuckahoe, rhizoma pinellinae praeparata, and roasted radix puerariae. The core drug combinations were“tuckahoe- radix scutellariae-moutan bark”, “plantago seed-rhizoma pinellinae praeparata-maticated leaven”, and “charred radix aucklandiae-charred radix etrhizoma rhei-waterlily leaf”, etc. The new prescriptions were such as “plantago seed-rhizoma pinellinae praeparata-maticated leaven-charred radix rehmanniae recen-processed rhizoma Cyperi”. Conclusion Yang Boliang was well experienced in treating dysentery by using the drugs with clearing heat, and drying dampness, and clearing dampness by promoting diuresis.

Objeetive To analyze the experiences for impediment syndrome of Ma Peizhi of Menghe Medical Genre by using traditional Chinese medicine (TCM) inheritance support system.Method The prescriptions for impediment syndrome of Ma Peizhi were collected and inputted to TCM inheritance support system,from which we can get the frequency of drug usage and the relationship between drugs based on the association rules and clustering algorithm.Results In the 61 prescriptions,the drugs that used most frequently were Chinese Angelica,Largeleaf Gentian Root,and Twotoothed Aehyranthes Root,and the drug combinations that used most frequently were Largeleaf Gentian Root-Chinese Angelica,Chinese Angelica-Largeleaf Gentian Root,Chinese Angelica-Mulberry Twig.And there were also 26 core combinations and 13 new prescriptions mined from the database.Conclusion Ma Peizhi of Menghe Medical Genre was well experienced impediment syndrome by dispelling wind and removing dampness,and promoting blood circulation by removing blood stasis,from which we can make a conclusion that TCM inheritance support system can be used to analyze the doctors' clinical experiences.

Objective To analyze the experience of Yang Boliang for the treatment of exogenous diseases. Methods The prescriptions for exogenous diseases that used by Yang Boliang were collected to build a database, and analyzed by the unsupervised data mining methods, such as apriori algorithm, entropy Clustering complex systems. Results The most frequently used drugs were tuckahoe, stir-baked fructus gardenia, rhizoma pinellinae praeparata, radix curcumae, radix scutellariae, tetrapanacis medulla, poria cocos, caulis bambusae in taenian, lobster sauce, bitter almond, poria with hostood, fructus forsythiae and so on. The core drug combinations were “fructus forsythia- burdock- lobster sauce”, “semen sojae germinatum- radix liquiritiae-talcum- poria with hostood”, “bitter almond- balloon flower- mulberry leaf”, and so on. Conclusion Yang Boliang treated exogenous diseases by using the drugs with relieving superficies by cooling, dispelling dampness and promoting dieresis.

Objective To investigate the clinical application value of selective arterial embolization in the treatment of iatrogenic hemorrhage.Methods 32 cases with iatrogenic hemorrhage were retrospectively analyzed.The location and feature of bleeding were identified by selective percutaneous artery angioraphy,and then super-selective interventional embolization were performed.The embolic agents inclued gelfoam medical line,steel coils or polyvinyl alcohol (PVA)particles.Results In 32 patients,26 cases with active bleeding signs were found by angiography,they mainly presented contrast medium overflow,6 cases with pseudo-aneurysms,1 case with ar-teriovenous fistula.All patients underwent interventional embolization successfully.Only 1 case underwent twice procedure because of rehaemorrhagia on the 8 days after embolization.Follow-up for a month after arterial embolization,25 cases had no severe compli-cations,1 case died by multiple organ failure.In 6 negative cases,3 cases died by hemorrhagic shock,3 cases stopped hemorrhage after medical treatment.Conclusion Selective angiography is a safe and effective measure for the treatment of iatrogenic hemor-rhage.