Identifying drug-drug interactions (DDIs) is essential to prevent adverse effects from polypharmacy. Although deep learning has advanced DDI identification, the gap between powerful models and their lack of clinical application and evaluation has hindered clinical benefits. Here, we developed a Multi-Dimensional Feature Fusion model named MDFF, which integrates one-dimensional simplified molecular input line entry system sequence features, two-dimensional molecular graph features, and three-dimensional geometric features to enhance drug representations for predicting DDIs. MDFF was trained and validated on two DDI datasets, evaluated across three distinct scenarios, and compared with advanced DDI prediction models using accuracy, precision, recall, area under the curve, and F1 score metrics. MDFF achieved state-of-the-art performance across all metrics. Ablation experiments showed that integrating multi-dimensional drug features yielded the best results. More importantly, we obtained adverse drug reaction reports uploaded by Xiangya Hospital of Central South University from 2021 to 2023 and used MDFF to identify potential adverse DDIs. Among 12 real-world adverse drug reaction reports, the predictions of 9 reports were supported by relevant evidence. Additionally, MDFF demonstrated the ability to explain adverse DDI mechanisms, providing insights into the mechanisms behind one specific report and highlighting its potential to assist practitioners in improving medical practice.

Identifying drug-drug interactions(DDIs)is essential to prevent adverse effects from polypharmacy.Although deep learning has advanced DDI identification,the gap between powerful models and their lack of clinical application and evaluation has hindered clinical benefits.Here,we developed a Multi-Dimensional Feature Fusion model named MDFF,which integrates one-dimensional simplified molec-ular input line entry system sequence features,two-dimensional molecular graph features,and three-dimensional geometric features to enhance drug representations for predicting DDIs.MDFF was trained and validated on two DDI datasets,evaluated across three distinct scenarios,and compared with advanced DDI prediction models using accuracy,precision,recall,area under the curve,and F1 score metrics.MDFF achieved state-of-the-art performance across all metrics.Ablation experiments showed that integrating multi-dimensional drug features yielded the best results.More importantly,we obtained adverse drug reaction reports uploaded by Xiangya Hospital of Central South University from 2021 to 2023 and used MDFF to identify potential adverse DDIs.Among 12 real-world adverse drug reaction reports,the predictions of 9 reports were supported by relevant evidence.Additionally,MDFF demon-strated the ability to explain adverse DDI mechanisms,providing insights into the mechanisms behind one specific report and highlighting its potential to assist practitioners in improving medical practice.

Objective:To investigate the influence of Barbecure combined with Epley on residual dizziness of horizontal canal benign paroxysmal positional vertigo（HC-BPPV） by SRM-vertigo diagnosis system. Methods:A total of 406 patients diagnosed with HC-BPPV from Nov 2021 to Nov 2022 were enrolled by rapid axial roll test and Dix-Hallpike in the department of Otorhinolaryngology Head and Neck Surgery, the First Affiliated Hospital of Xi'an Jiaotong University. The patients were divided into two groups by hospital card numbers, in which the numbers that were odd were considered as group A, and the numbers that were even were considered as group B. The group A underwent two circles of Barbecure repositioning procedure by SRM-vertigo diagnosis system, while the group B underwent two circles Barbecure combined with Epley repositioning procedure by SRM-vertigo diagnosis system. The treatment was stopped on the next day when two groups of patients were cured, and those who were not cured will continue treatment with the same method. Results:The cure rate of group A was 83.41%, and the cure rate of group B was 80.51%, the difference between the two groups was not-statistically significant difference（P>0.05）. The rate of residual dizziness of group A was 23.30%, the rate of residual dizziness of group B was 11.46%, the difference between the two groups was statistically significant（P<0.05）. Conclusion:The Barbecure combined with Epley otoliths repositioning maneuver by SRM-vertigo diagnosis system can significantly reduce the rate of residual dizziness after the treatment of HC-BPPV, and improve the quality of life of patients.
Humans ; Benign Paroxysmal Positional Vertigo/therapy* ; Dizziness ; Quality of Life ; Patient Positioning/methods* ; Semicircular Canals

Objective:To evaluate the influence of an additional roll test on the repositioning procedure by SRM-vertigo diagnosis system for horizontal canal benign paroxysmal positional vertigo（HC-BPPV）. Methods:A total of 713 patients diagnosed with HC-BPPV in Department of Otolaryngology Head and Neck Surgery，the First Affiliated Hospital of Xi'an Jiaotong University from Jan 2020 to Feb 2022 were enrolled. The patients were divided into two groups by hospital card numbers, in which the number is odd were considered as group A, and the number is even were considered as group B. The group A underwent two circles of Barbecue repositioning procedure by SRM-vertigo diagnosis system, while the group B first performed an additional roll test and then underwent two circles of Barbecue repositioning procedure by SRM-vertigo diagnosis system, to observe the cure rate and compare influence of HC-BPPV by an additional roll test. The quality of life and sleep of patients before and one-month after the treatment were assessed by the dizziness handicap inventory（DHI） and the pittsburgh sleep quality（PSQI）. Results:The cure rate of group A was 63.21%, and the cure rate of group B was 87.68%，the difference between the two groups was statistically significant（P<0.05）; The DHI score of patients after the repositioning was significantly lower than that before the repositioning（P<0.05）. The PSQI score after the repositioning was significantly lower than that before the repositioning（P<0.05）. The DHI and the PSQI scores after the repositioning were significantly lower than that before the repositioning, with a statistically significant difference （P< 0.05）. The total score of DHI in group B after treatment was lower than that in group A, with a statistically significant difference（P<0.05）. The total score of PSQI in group B after treatment was lower than that in group A, with non-statistically significant difference （P< 0.05）. Conclusion:An additional roll test before the repositioning procedure by SRM-vertigo diagnosis system can significantly improve the cure rate of HC-BPPV, relieve anxiety, and improve the quality of life.
Humans ; Benign Paroxysmal Positional Vertigo/diagnosis* ; Quality of Life ; Patient Positioning/methods* ; Dizziness ; Semicircular Canals

Using chemoproteomic techniques, we first identified EIF2AK2, eEF1A1, PRDX3 and VPS4B as direct targets of berberine (BBR) for its synergistically anti-inflammatory effects. Of them, BBR has the strongest affinity with EIF2AK2 via two ionic bonds, and regulates several key inflammatory pathways through EIF2AK2, indicating the dominant role of EIF2AK2. Also, BBR could subtly inhibit the dimerization of EIF2AK2, rather than its enzyme activity, to selectively modulate its downstream pathways including JNK, NF-κB, AKT and NLRP3, with an advantage of good safety profile. In EIF2AK2 gene knockdown mice, the inhibitory IL-1β, IL-6, IL-18 and TNF-α secretion of BBR was obviously attenuated, confirming an EIF2AK2-dependent anti-inflammatory efficacy. The results highlight the BBR's network mechanism on anti-inflammatory effects in which EIF2AK2 is a key target, and inhibition of EIF2AK2 dimerization has a potential to be a therapeutic strategy against inflammation-related disorders.

Objective:To investigate the role of mitogen-activated protein kinase phosphatase-1 (MKP-1) on depressive-like behaviors and hippocampal neuron apoptosis in chronic unpredictable mild stress (CUMS) rats.Methods:A total of 36 Sprague-Dawley male rats were randomly divided into 4 groups using a random number table, including the control group( n=8), CUMS group( n=8), virus control group( n=10), and MKP-1 down-regulated group( n=10), with 8 rats in each group. Except for the control group, rats in other groups were stressed by CUMS model of depression. Rats in the virus control group and MKP-1 down-regulated group received adeno-associated virus injections in the hippocampal CA1 and CA3 regions before CUMS modeling. Sucrose preference test, forced swimming test, and open field test were used to observe the behavioral changes of rats. Western blotting was used to detect the protein expression of MKP-1, B-cell lymphoma-2 gene (Bcl-2) and B-cell lymphoma-2 gene-related X protein (Bax), in the hippocampus. TUNEL staining was utilized to observe the morphology of apoptotic cells in the hippocampus CA1 area. Repeated measures variance was used to analyze body weight and behaviors, while an independent sample t-test was used to analyze protein levels. Results:Compared with the control group, the body weight of rats in the CUMS group decreased ( F=44.664); the sucrose preference rate decreased ( F=14.978); the forced swimming immobility time increased ( F=8.436); the number of defecation in the open field test increased ( F=9.572); the relative expression level of MKP-1 and Bax/Bcl-2 also significantly increased ( t=4.415,3.410), P<0.05 for all; Compared with the virus control group, rats in the MKP-1 down-regulation group showed a higher sucrose preference rate ( F=11.922) and a shorter forced swimming immobility time ( F=12.868), furthermore, the activity distance ratio in the central area increased ( F=6.291), the number of uprights in the open field test increased ( F=14.372), and the relative expression levels of MKP-1 and Bax/Bcl-2 ( t=3.775,6.193) decreased, P<0.05 for all. The number of DNA fragments in the nucleus of the hippocampal CA1 region of the CUMS group was significantly more than that of the control group. In comparison, the number of DNA fragments in the nucleus of the MKP-1 down-regulated group was substantially less than that of the virus control group. Conclusion:Down-regulation of MKP-1 gene alleviated depressive-like behavior and hippocampal neuron apoptosis in CUMS rats.

The genus Rosa (Rosaceae family) includes about 200 species spread in the world, and this genus shows unique advantages in medicine and food. To date, several scholars concentrated on compounds belonging to flavonoids, triterpenes, tannins, polysaccharide, phenolic acids, fatty acids, organic acids, carotenoids, and vitamins. Pharmacological effects such as antineoplastic and anti-cancer properties, anti-inflammatory, antioxidant, liver protection, regulate blood sugar, antimicrobial activity, antiviral activity, as well as nervous system protection and cardiovascular protection were wildly reported. This article reviews the chemical constituents, pharmacological effects, applications and safety evaluations of Rosa plants, which provides a reference for the comprehensive utilization of medicine and food resources and gives a scientific basis for the development of medicinal plants of the genus Rosa.

Objective:To investigate the role of mitogen-activated protein kinase phosphatase-1 (MKP-1) on depressive-like behaviors and hippocampal neuron apoptosis in chronic unpredictable mild stress (CUMS) rats.Methods:A total of 36 Sprague-Dawley male rats were randomly divided into 4 groups using a random number table, including the control group( n=8), CUMS group( n=8), virus control group( n=10), and MKP-1 down-regulated group( n=10), with 8 rats in each group. Except for the control group, rats in other groups were stressed by CUMS model of depression. Rats in the virus control group and MKP-1 down-regulated group received adeno-associated virus injections in the hippocampal CA1 and CA3 regions before CUMS modeling. Sucrose preference test, forced swimming test, and open field test were used to observe the behavioral changes of rats. Western blotting was used to detect the protein expression of MKP-1, B-cell lymphoma-2 gene (Bcl-2) and B-cell lymphoma-2 gene-related X protein (Bax), in the hippocampus. TUNEL staining was utilized to observe the morphology of apoptotic cells in the hippocampus CA1 area. Repeated measures variance was used to analyze body weight and behaviors, while an independent sample t-test was used to analyze protein levels. Results:Compared with the control group, the body weight of rats in the CUMS group decreased ( F=44.664); the sucrose preference rate decreased ( F=14.978); the forced swimming immobility time increased ( F=8.436); the number of defecation in the open field test increased ( F=9.572); the relative expression level of MKP-1 and Bax/Bcl-2 also significantly increased ( t=4.415,3.410), P<0.05 for all; Compared with the virus control group, rats in the MKP-1 down-regulation group showed a higher sucrose preference rate ( F=11.922) and a shorter forced swimming immobility time ( F=12.868), furthermore, the activity distance ratio in the central area increased ( F=6.291), the number of uprights in the open field test increased ( F=14.372), and the relative expression levels of MKP-1 and Bax/Bcl-2 ( t=3.775,6.193) decreased, P<0.05 for all. The number of DNA fragments in the nucleus of the hippocampal CA1 region of the CUMS group was significantly more than that of the control group. In comparison, the number of DNA fragments in the nucleus of the MKP-1 down-regulated group was substantially less than that of the virus control group. Conclusion:Down-regulation of MKP-1 gene alleviated depressive-like behavior and hippocampal neuron apoptosis in CUMS rats.

Objective:To study the patterns of tocilizumab (TCZ) use, its efficacy and safety in patients with rheumatoid arthritis (RA) in routine clinical practice.Methods:A total of 407 patients with RA were enrolled from 23 centers and treated with TCZ within 8 weeks prior to the enrollment visit, and were followed for 6-month. The patterns of TCZ treatment at 6 months, the effectiveness and safety outcomes were recorded. Statistical analysis was performed using SAS version 9.4.Results:A total of 396 patients were included for analysis, in which 330 (83.3%) patients received TCZ combined with conventional synthetic disease-modifying antirheumatic drugs (csDMARDs), and 16.7%(66/396) received TCZ monotherapy. At baseline, TCZ was initiated in 56.6%(224/396) and 9.6%(38/396) of patients after failure of DMARDs and other biological agents (bDMARDs) respectively. During the 6-month follow-up period, the mean frequency of TCZ administration was (3.7±1.6), the mean TCZ dosage was (7.4±1.2) mg/kg, and the mean interval between doses was (40±13) days. 120(25.8%) patients were on TCZ treatment at the end of the study. Improvements in disease activity, systemic symptoms and patient report outcomes were observed at the end of the study. 22.7%(90/396) patients experienced at least one treatment related adverse event, and 8 patients experienced at least one serious adverse event.Conclusion:This study demonstrates that TCZ treatment is effective in patients with RA when being treated for 6 months with an acceptable safety profile. The duration of TCZ treatment needs to be extended.

Objective To investigate a method for the purification of the N?terminal peptide fragment(NT)of the myocardial calcium channel Cav1.2,and characterize its interaction with calmodulin(CaM). Methods EscherichiacoliBL?21 cells were transformed with plasmid pGEX?6p?3/NT harboring the NT?GST fusion gene. The cells harboring pGEX?6p?3/NT were cultured and protein expression was induced with isopropyl?β?D?thiogalactoside(IPTG). Then,the GST?NT fusion protein was purified by using glutathione Sepharose 4B(GS?4B)beads. GST was cleaved off with the PreScission protease,and SDS?PAGE was performed to detect the purity and relative molecular weight of the purified peptide. Further, GST pull?down assay was performed to characterize the interaction of the NT peptide with CaM. Results SDS?PAGE analysis showed that the NT peptide was successfully purified,with high purity. Results of the GST pull?down assay showed that the NT peptide could interact with CaM. Conclusion This study establishes a method for the purification of the NT peptide and lays the foundation for further research on the interaction partners and biological functions of NT.