Biomolecular condensates are formed through phase separation of biomacromolecules such as proteins and RNAs. These condensates exhibit liquid-like properties that can futher transition into more stable material states. They form complex internal structures via multivalent weak interactions, enabling precise spatiotemporal regulations. However, the use of inconsistent and non-standardized terminology has become increasingly problematic, hindering academic exchange and the dissemination of scientific knowledge. Therefore, it is necessary to discuss the terminology related to biomolecular condensates in order to clarify concepts, promote interdisciplinary cooperation, enhance research efficiency, and support the healthy development of this field.

OBJECTIVE To construct a prediction model for the efficacy of serotonin-norepinephrine reuptake inhibitor （SNRI） in inpatients with moderate and severe depression by using a machine learning method. METHODS The case records of inpatients with moderate and severe depression treated with SNRI antidepressants were collected from a third-grade class-A hospital in Xinjiang from January 2022 to October 2024； those patients were divided into effective group and ineffective group based on the Hamilton depression scale-24 score reduction rate. After screening the characteristic variables related to the therapeutic efficacy of SNRI drugs through LASSO regression， five prediction models including support vector machine， k-nearest neighbor， random forest， lightweight gradient boosting machine and extreme gradient boosting were constructed using the training set. Bayesian optimization was used to adjust the hyperparameters of these models. The performance of the models was evaluated in the validation set to select the optimal model. The Shapley additive explanations method was used to perform explainable analysis on the best model. RESULTS The medical records from 355 hospitalized patients with moderate and severe depression were collected， comprising 285 cases in the effective group and 70 cases in the ineffective group， resulting in an overall therapeutic response rate of 80.28%. After feature variable screening， five characteristic variables for therapeutic efficacy were obtained， including Hamilton anxiety scale， blood urea nitrogen， combination of anti-anxiety drugs， drinking history， and first onset of the disease. Compared with other models， the random forest model performed the best. The area under the receiver operating characteristic curve was 0.85， the area under the precision-recall curve was 0.87， the accuracy was 0.74， and the recall rate value was 0.75. CONCLUSIONS The random forest model constructed based on five characteristic variables demonstrates potential for predicting the therapeutic efficacy of SNRI antidepressants in hospitalized patients with moderate and severe depression.

To establish and optimize a method for the detection of recombinant human midkine (rhMK) activity and verify its methodology, cell counting kit-8 (cck-8) method was used to measure the proliferation activity of rat knee chondrocytes. The specificity, accuracy, precision, linearity and robustness of the method were also verified in this study. The established method was proven to have good specificity because the buffer of rhMK and recombinant human interleukin-1 receptor antagonist have no obvious active effect; the recoveries of the samples with relative activities of 50%, 75%, 100%, 125%, 150% were in the range of 80.0% to 124.0% by statistical analysis, the relative standard deviations (RSD) of relative potency were all within 20%, the linear correlation coefficient, R² ≥ 0.98, suggesting that the accuracy, precision and linearity of the method were good; the robustness correlation coefficient, R² ≥ 0.92 and the ratio of maximum to minimum of sigmoidal dose-response were no less than 1.5, indicating that robustness of the methods was good. In conclusion, a bioactivity measurement method for rhMK was established and fully validated in this study and it provides a reliable method for the bioactivity analysis of rhMK routine samples during the development. This study was approved by the Animal Care and Use Committee of Shanghai Model Organisms Center, Inc. (approval number: 2019-0008-06).

Humans ; Arthritis, Psoriatic/drug therapy* ; Interleukin-17 ; Interleukin Inhibitors ; Antirheumatic Agents/therapeutic use* ; Tumor Necrosis Factor-alpha/therapeutic use* ; Interleukin-23/therapeutic use*

Objective To investigate the effect of Ophiopogonin D on lipopolysaccharide(LPS)-induced apoptosis of alveolar epithelial cells by regulating the interleukin-6(IL-6)/Janus kinase 2(JAK2)/signal transducer and activator of transcription 3(STAT3)signaling pathway.Methods A549 AT Ⅱ cells cultured in vitro were randomly divided into four groups:control group,LPS group,LPS+Ophiopogonin D group,LPS+Ophiopogonin D+colivelin(JAK2/STAT3 signal activator)group,except for the control group,and cells in all other groups were established injury models while being grouped with Ophiopogonin D and colivelin for treatment.Cell counting kit-8(CCK-8)experiment and flow cytometry were applied to detect cell proliferation and apoptosis in each group;Western blotting was applied to detect the expression of IL-6/JAK2/STAT3 signaling pathway proteins of cells in each group.Results The apoptosis rates of A549 cells in control group,LPS group,LPS+Ophiopogonin D group and LPS+Ophiopogonin D+colivelin group were(2.52±0.73)％,(52.43±4.14)％,(1.67±0.52)％and(47.94±3.43)％;IL-6 protein levels were 0.14±0.03,0.49±0.05,0.17±0.04 and 0.45±0.06,and p-JAK2/JAK2 protein levels were 0.17±0.04,0.64±0.08,0.19±0.06 and 0.61±0.07;p-STAT3/STAT3 protein levels were 0.20±0.06,0.69±0.10,0.22±0.07 and 0.65±0.09;the apoptosis rates of AT Ⅱ cells were(3.01±0.69)％,(55.16±3.94)％,(2.35±0.71)％and(50.28±3.78)％;the levels of IL-6 protein were 0.11±0.03,0.87±0.13,0.19±0.04 and 0.84±0.12;the p-JAK2/JAK2 protein levels were 0.13±0.04,0.56±0.08,0.15±0.03 and 0.53±0.07;p-STAT3/STAT3 protein levels were 0.30±0.08,0.79±0.14,0.33±0.09 and 0.75±0.13.The above indexes:control group,LPS+Ophiopogonin D group compared with LPS group,LPS+Ophiopogonin D+colivelin group compared with LPS+Ophiopogonin D group,the differences were statistically significant(all P＜0.05).Conclusion Ophiopogonin D can reduce LPS induced inflammation and oxidative stress levels by inhibiting the activation of IL-6/JAK2/STAT3 signaling pathway,ultimately reducing LPS-induced apoptosis of alveolar epithelial cells.

Objective This study aimed to investigate the effect of stage Ⅰ comprehensive cardiac rehabili-tation in patients with acute ST elevation myocardial infarction(STEMI)after emergency percutaneous coronary intervention(PCI).Methods A total of 72 patients with acute ST-segment elevation myocardial infarction combined with PCI admitted to the Department of Cardiovascular Medicine of Beijing Electric Power Hospital of State Grid Corporation from June 2021 to June 2022,which were selected as the research objectsand divided into control group and observation group randomly(36 cases in each group).The control group was treated with routine nursing and health education,and the observation group with stage Ⅰ comprehensive cardiac rehabilitation,including initial assessment(cardiovascular comprehensive assessment),exercise training(exercise training and breathing train-ing),daily activity suggestions and health education,discharge assessment(six-minute walking test and Barthel index assessment).The score of Barthel index(BI)at discharge,the 6-minute walking test distance(6MWD)at discharge,the incidence of major adverse cardiovascular event(MACE)during hospitalization and within one month of discharge,and the length of stay were compared between the two groups.Results After intervention,the six-minute walking test distance(6MWD)and Barthel index(BI)score in the observation group were better than those in the control group,the difference was statistically significant(P<0.05).The incidence of major adverse cardiovascular events(MACE)during hospitalization and one month after discharge was lower in the observation group than in the control group,and the difference was statistically significant(P<0.05).The length of hospital-ization in observation group was lower than that in control groupbut there was no statistical difference(P>0.05).Conclusion The application of phase Ⅰ comprehensive cardiac rehabilitation training in patients with acute ST-segment elevation myocardial infarction combined with emergency PCI could improve the patients'exercise ability,improve their ability of daily activity,reduce the incidence of major adverse cardiovascular events(MACE)in the early stage of the disease,facilitate the patients to return to their families and society as soon as possible,and improve their quality of life.It has high clinical application value.

Cordycepin (Cpn), a natural active compound derived from the traditional Chinese medicine Cordyceps sinensis, has antifibrotic, antioxidant, and anti-inflammatory effects, but the impact of Cpn on pulmonary fibrosis and the downstream molecular mechanism remain unclear. In this study, A549 cells were induced by transforming growth factor β1 (TGFβ1) in vitro, the viability of A549 cells was evaluated by CCK-8 assay; and migration of A549 cells were detected by wound healing assay, invasion of A549 cells were detected by transwell assay. Molecular docking and molecular dynamics simulations were used to predict the interaction of histone deacetylase 7 (HDAC7) with vimentin and the association of Cpn with HDAC7. The pulmonary fibrosis model of mice was established by bleomycin in vivo to investigate the effect of Cpn on pathological changes of lung tissue. The impact of Cpn and molecular mechanism on pulmonary fibrosis were studied by Western blot assay, cell transfection assay, immunoprecipitation assay, immunofluorescence assay, immunohistochemistry and real-time quantitative PCR (RT-qPCR). All animal experiments were approved by the Shanghai Children's Medical Center Experimental Animal Ethics Committee (grant No. SCMC-LAWEC-2022-017). Results showed that Cpn had no toxic effect on A549 cells even at the concentration of 100 μmol·L^-1. Cpn inhibited migration and invasion of A549 cells and reduced deposition of collagen, the degree of lung inflammation and fibrosis in mice; in vivo and in vitro models, Cpn significantly reversed mRNA and protein expressions of epithelial-mesenchymal transition (EMT) and lung fibrosis markers collagen I, α-smooth muscle actin (α-SMA), N-cadherin, vimentin and E-cadherin and HDAC7. Deficiency of HDAC7 suppressed TGFβ1-induced EMT and expression of collagen I; vimentin interacted with HDAC7; and molecular docking experiment revealed that Cpn was interrelated with HDAC7. In conclusion, Cpn can target HDAC7 to mediate EMT and exert its anti-fibrotic effect, the inhibition of EMT and the improvement of pulmonary fibrosis provide a new idea and choice for the development of anti-pulmonary fibrosis drug.

3ʹ-Hydroxy-4ʹ-methoxy-2-hydroxy-5-bromochalcone (hereinafter referred to as C13) is a novel chalcone derivative obtained in the process of structural modification of DHMMF, the antitumor active compound of Resina Draconis, in our laboratory. In this study, we investigated the effects of C13 on the proliferation and apoptosis of human gastric cancer HGC-27 and AGS cells and its potential mechanism of action. Firstly, through methyl thiazolyl tetrazolium (MTT), colony formation assay, and 5-ethynyl-2'-deoxyuridine (EdU) staining, we found that C13 inhibited the proliferation ability of human gastric cancer HGC-27 and AGS cells. Using flow cytometry and Western blot, it was found that C13 induced apoptosis in human gastric cancer HGC-27 and AGS cells, and up-regulated the protein level of cleaved poly ADP-ribose polymerase (cleaved-PARP). The results of RNA sequencing analysis showed that the Erb-b2 receptor tyrosine kinase 4/phosphoinositide 3-kinases/AKT (ErbB4/PI3K/AKT) signaling pathway may be involved in anti-gastric cancer activity of C13. Finally, the results of immunoblotting assay showed that C13 treatment down-regulated the protein levels of ErbB4 and phospho-ErbB4, as well as down-regulated the phosphorylation levels of PI3K and AKT in human gastric cancer HGC-27 and AGS cells, which verified the results from RNA-seq analysis. In conclusion, C13 inhibited the proliferation and induced apoptosis of human gastric cancer cells, which may be related to the down-regulation of ErbB4/PI3K/AKT signaling pathway. This study may provide a candidate drug for the treatment of gastric cancer.

Objective To investigate the effects of neuroligin-1,-2(NLGN-1,-2)on oligodendrocyte(OLs)differentiation and myelination in the central nervous system.Methods OLs were cultured in vitro in the presence of different concentrations of NLGN-1 and NLGN-2.Morphological differentiation of OLs was observed by immunofluorescent staining and mRNA expression levels of myelin-associated genes were detected by Real-time PCR.Western blotting was used to detect the expression of myelin-related proteins.Results NLGN-1,-2 accelerated the differentiation of oligodendrocyte precursor cells(OPCs)into mature OLs,and promoted the ability of myelin sheath formation.In vitro culture conditions,the dosage of 500 μg/L had the best promotion effect on OLs differentiation and maturation,and NLGN-2 had better promoting effect than that of NLGN-1.Furthermore,the mRNA expression levels of myelin-associated genes myelin protein P0(MPZ),myelin basic protein(MBP)increased after the neuroligins treatments detected by Real-time PCR.Western blotting result showed that the expressions of MBP and MPZ increased significantly after 500 μg/L treatment with NLGN-1 and NLGN-2 for 12 hours.Conclusion NLGN-1,-2 promote OLs differentiation and myelination.The positive effect of NLGN-2 is greater than that of NLGN-1 significantly,suggesting that the treatment with inhibitory synaptic-associated cytokines may improve the ability of myelin sheath formation in the central nervous system.

Objective:To explore the relationship between reduced folate carrier 1(RFC1) gene polymorphism a curative effect, plasma concentration and adverse reaction of methotrexate (MTX) in patients with rheumatoid arthritis (RA).Methods:A total of 268 RA patients with 82 males and 186 females, aged (52.47±10.29) years, who received MTX treatment in the First People's Hospital of Shangqiu, from Jan 20, 2018 to Jan 20, 2021 were collected by case-control study. The genotype of RFC1 G80A locus were detected. The plasma concentration of MTX were detected after initial administration for 48 hours. The curative effect and adverse reactions were observed and counted after treatment for 6 months. The differences of RFC1 G80A genotype among different groups were compared. Collinearity diagnosis and logistic regression were used to analyze the influencing factors of MTX efficacy and plasma concentration. The incidences of adverse reactions among patients with different genotype were compared by Chi-square test.Results:The distribution of RFC1 G80A genotype (GG/GA/AA) and gene frequency (G/A) showed statistically significant differences between the effective group and the ineffective group (χ 2=6.583, P=0.037; χ 2=6.249, P=0.012), and the effective rate of AA type [59.26% (32/54)] was higher than that of GG type [36.49% (27/74)] (χ 2=6.516, P=0.011). Logistic regression analysis showed that the OR (95% CI) value of MTX response rate in AA genotype patients versus GG genotype patients was 2.491(1.206-5.144). The 48 hour plasma drug concentration of AA type patients was 1.15 (0.75, 1.35) μmol/L. Compared with GG type [0.74 (0.61, 1.18) μmol/L] and GA type [0.84 (0.69, 0.99) μmol/L], the difference was statistically significant(χ 2=7.152, P=0.028). Logistic regression analysis showed that the probability of high 48 hour plasma drug concentration in patients with AA type was approximately 2.583 (1.238-5.390) times higher than that in patients with GG type. There was a statistically significant difference in the incidence of liver function injury among three different genotypes (GG/GA/AA) (χ 2=12.606, P=0.002). Conclusion:RFC1 G80A locus polymorphism can affect the MTX efficacy, blood drug concentration and liver function damage in RA patients. AA type patients have better efficacy and higher blood drug concentration compared to GG type patients, but the rate of liver function damage is also higher.