Advancements in artificial intelligence (AI) and emerging technologies are rapidly expanding the exploration of chemical space, facilitating innovative drug discovery. However, the transformation of novel compounds into safe and effective drugs remains a lengthy, high-risk, and costly process. Comprehensive early-stage evaluation is essential for reducing costs and improving the success rate of drug development. Despite this need, no comprehensive tool currently supports systematic evaluation and efficient screening. Here, we present druglikeFilter, a deep learning-based framework designed to assess drug-likeness across four critical dimensions: 1) physicochemical rule evaluated by systematic determination, 2) toxicity alert investigated from multiple perspectives, 3) binding affinity measured by dual-path analysis, and 4) compound synthesizability assessed by retro-route prediction. By enabling automated, multidimensional filtering of compound libraries, druglikeFilter not only streamlines the drug development process but also plays a crucial role in advancing research efforts towards viable drug candidates, which can be freely accessed at https://idrblab.org/drugfilter/.

Bacterial infection is the main cause of infectious diseases in children. Antibacterials play an important role in anti infection treatment of children. At present, the treatment of antimicrobial drugs in children is facing a severe situation of bacterial resistance. In January 2020, a children′s specialized hospital carried out the practice of precise management of antibiotics in combination with key performance indicators. Through the multi sectoral linkage of management and technology, eight key performance indicators and assessment methods were set up from three levels of antibiotic use, bacterial resistance and hospital infection, to standardize the clinical application of antibiotics and continue to promote the rational use of antibiotics. This practice had improved the performance indicators of antibacterial management. Among them, the use intensity of antibacterial drugs for inpatients decreased from 40.07 DDD in 2019 to 29.00 DDD in 2021, the use rate of antibacterial drugs for inpatients decreased from 81.32% to 64.40%, the percentage of antibacterial drug expenses in total drug expenses decreased from 35.41% to 26.82%, the use proportion of non restricted antibacterial drugs in antibacterial drugs increased from 71.30% to 82.21%, and the drug resistance rate of Salmonella to β-Lactam/enzyme inhibitors decreased from 4.84% to 0.03%, and the incidence of hospital infection decreased from 1.16% to 0.96%. The precise management of antibiotics in combination with key performance indicators improved the level of rational use of antibiotics, effectively curbed bacterial resistance, achieved phased results, so as to provide a reference for the scientific management of antibiotics in children′s hospitals.

Objective To compare the molluscicidal effects between“Luo-wei”(TDS),a plant molluscicide in 4 percent, and metaldehyde and niclosamide(MNSC)in the field. Methods A natural ecological environment with Oncomelania hupensis was selected as the test area,the test concentrations of TDS and MNSC were 2.5 g/m3 and 2 ml/m3 respectively by the immersion method;the test doses of TDS and MNSC were 3 g/m2 and 2 ml/m2 respectively by the spray method;the doses of WPN in a control group were 2 g/m3 and 2 g/m2 respectively by the two methods above-mentioned. The molluscicidal effects between TDS and MNSC were compared by using the synchronous design method and parallel comparative method. Results In the TDS group,the death rate of snails was 90.70%by immersion for 24 hours,reached to 81.40%after spraying for 7 days,and there were no significant differences among the observation time points in molluscicidal effects(P>0.05). One day after the spraying,the death rate of snails was less in the TDS group compared with that in the MSCN group(P<0.01),but the death rates of snails were similar in both groups 3 days after the spraying(P>0.05). In the MSCN group,the death rate of snails was 99.17%by immersion for 24 hours,reached to 66.07% by spraying for 1 day. In the WPS group,the death rate of snails was 97.15% by immersion for 24 hours,reached to 71.43%after spraying for 1 day,and there were no significant differences(both P>0.05). Conclusion TDS has a good molluscicidal activity and stable efficacy,and the molluscicidal effect of TDS is similar to that of MSCN in the filed, but the molluscicidal sensitivity of TDS is lower than that of MSCN.

Objective To discuss the techniques and the prevention and cure of preoperative complications of the endovascular embolization in managing the intracranial aneurysms. Methods A total of 90 aneurysms in 88 patients were treated by detachable coils embolization. The clinical results and the management of complications were reported. Results Seventy aneurysms were occluded at 100%, 13 aneurysms at 90% to 95% and 5 aneurysms at only 80. The perioperative complications occurred in 9 patients, including the coil escaping from the aneurysm sac into its parent artery in 3 patients, re-rupturing of aneurysm in 4 patients during operation and serious vasospasm in 2 patients. Two patients died. Conclusion The endovascular embolization is a safe, effective and micro invasive method in managing intracranial aneurysms. The exact embolizing techniques chosen are very important to improve the curative results and decrease the complications of embolization of intracranial aneurysms.