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/.

Objective:To observe the application of biofeedback instrument in patients with Alzheimer's disease(AD)and the effect of that on cognitive conversion of them.Methods:A total of 150 AD patients who admitted to Shanghai Mental Health Center from February 2022 to February 2024 were selected.The patients were divided into the observation group(75 cases)and the control group(75 cases)according to randomized numerical table.The control group received medicine treatment combined with conventional training,while the observation group received the treatment with biofeedback instrument on the basis of control group.The application effect and cognitive conversion of two groups were compared.Results:After treatment,the compliance rate and satisfaction rate of family's members for treatment results in observation group were higher than those in control group,and the differences of them between two groups were significant(x2=15.213,6.313,8.451,P＜0.05).Compared with the various indicators of two groups before the biofeedback instrument was applied,they were improved after it was applied.The β-wave and sensorimotor rhythm(SMR)-wave of electroencephalogram,Mini-Mental State Examination(MMSE)scores,Montreal Cognitive Assessment(MoCA)scores of observation group were higher than those of control group,and the θ-wave and the scores of Activity of Daily Living Scale(ADL)were lower than those of control group,and the differences of them between two groups were significant(t=6.094,5.315,3.973,4.447,6.362,6.869,P＜0.05),respectively.There was no significant difference in the rate of adverse reactions between the two groups(P＞0.05).Conclusion:The application of biofeedback instrument in AD patients can promote cognitive conversion and improve self-care ability,which has higher safety.

OBJECTIVE To explore the construction path and effectiveness of dynamic zoning management model during dengue fever pandemic,and to provide evidence for optimizing hospital-acquired infection control strategies.METHODS Retrospective analysis method was conducted,the practical data of dengue fever epidemic prevention and control in a tertiary general hospital in 2024 as the sample,to evaluate the application effect of the"zoned treatment-dynamic allocation-environmental coordination"trinity prevention and control model.Based on the optimized infection prevention and control strategies implemented during the epidemic,such as the"core ward-specialist collaboration"dynamic zoning,flexible ward expansion,hierarchical disinfection,real-time dynamic re-source allocation mechanism,and precise environmental intervention,a comprehensive evaluation of prevention and control efficiency was conducted across key dimensions including infection control,resource utilization,pre-vention and control costs and patient outcomes.RESULTS Through the construction of flexible wards,the number of expanded isolation beds accounted for 44.13％(331/750)of the total beds,including 144 beds(19.20％)in core wards and 187 beds(24.93％)in specialist collaborative wards.The expansion of specialist collaborative wards increased the isolation admission capacity by 129.86％.The two types of wards admitted 57.27％of single-disease dengue patients and 42.73％of isolated patients with combined diagnosis and treatment needs from inter-nal medicine,surgery,obstetrics,gynecology,and pediatrics.The minimum ratio of flexible buffer isolation beds was 6.34％(21/331),with a maximum daily treatment capacity of 310 patients.Data showed:hospital infec-tion incidence rate was 0,peak adult mosquito density was 0.13 mosquitoes/trap·night,prevention and control cost was 95.22 yuan per case,and patient satisfaction increased by 1.98％(95.09 vs.93.24,P=0.014).CONCLUSIONS The"dynamic zoning"model achieves rapid spatial elastic reconstruction of inpatient wards for"peace-epidemic conversion"through the coordination of three links.Based on effectively blocking in-hospital transmission,it ensures the needs of multi-specialty treatment,enabling the hospital to strike a balance between the bottom line of prevention and control safety and the fulfillment of diversified medical service requirements dur-ing the epidemic outbreak period.It can provide standardized prevention and control solutions for medical institu-tions to respond to public health emergencies of vector-borne infectious diseases,and achieve the goal of zero cross infection of hospital-acquired Dengue.

The study was conducted among 120 general practitioners (GPs) in Shanghai Fengxian District from August 2022 to March 2024, the participants were randomly divided into two age-matched groups with 60 GPs in each group. The intervention group completed a 3-month SPOC (Small Private Online Course)program, including two weeks of narrative medicine theory (concepts, questioning skills, parallel medical record writing, and professionalism) followed by monthly writing practices (three parallel records per month) and group discussions. Both groups performed routine clinical tasks, while the control group received no narrative medicine training. Baseline data were collected, Jefferson Empathy Scale scores, and Doctor-Patient Communication Skills Evaluation Scale scores were evaluated pre- and post-intervention. There were no significant differences in empathy ( P>0.05) or communication skills ( P>0.05) between two groups before the intervention. Post-intervention, both groups showed improved empathy (both P<0.05) and communication skills (both P<0.05) after intervention, while the intervention group were outperforming the control group in both measures ( P<0.05). These findings suggest that SPOC-based narrative competence training effectively enhances the empathy and doctor-patient communication abilities of general practitioners.

Hemoglobin, the principal protein in red blood cells, is crucial for oxygen transport in the bloodstream. The quantification of hemoglobin concentration is indispensable in medical diagnostics and health management, which encompass the diagnosis of anemia and the screening of various blood disorders. Immunological methods, based on antigen-antibody interactions, are distinguished by their high sensitivity and accuracy. Consequently, it is necessary to develop hemoglobin-specific antibodies characterized by high specificity and affinity to enhance detection accuracy. In this study, we immunized a Bactrian camel (Camelus bactrianus) with human hemoglobin and subsequently constructed a nanobody library. Utilizing a solid-phase screening method, we selected nanobodies and evaluated the binding activity of the screened nanobodies to hemoglobin. Initially, human hemoglobin was used to immunize a Bactrian camel. Following four immunization sessions, blood was withdrawn from the jugular vein, and a nanobody library with a capacity of 2.85×10⁸ colony forming units (CFU) was generated. Subsequently, ten hemoglobin-specific nanobody sequences were identified through three rounds of adsorption-elution-enrichment assays, and these nanobodies were subjected to eukaryotic expression. Finally, enzyme-linked immunosorbent assay and biolayer interferometry were employed to evaluate the stability, binding activity, and specificity of these nanobodies. The results demonstrated that the nanobodies maintained robust binding activity within the temperature range of 20-40 ℃ and exhibited the highest binding activity at pH 7.0. Furthermore, the nanobodies were capable of tolerating a 10% methanol solution. Notably, among the nanobodies tested, VHH-12 displayed the highest binding activity to hemoglobin, with a half maximal effective concentration (EC₅₀) of 10.63 nmol/L and a equilibrium dissociation constant (K_D) of 2.94×10^-7 mol/L. VHH-12 exhibited no cross-reactivity with a panel of eight proteins, such as ovalbumin and bovine serum albumin, while demonstrating partial cross-reactivity with hemoglobin derived from porcine, goat, rabbit, and bovine sources. In this study, a hemoglobin-specific high-affinity nanobody was successfully isolated, demonstrating potential applications in disease diagnosis and health monitoring.
Animals ; Camelus/immunology* ; Single-Domain Antibodies/immunology* ; Hemoglobins/immunology* ; Humans ; Peptide Library

Objective To observe the clinical efficacy of Tongyuan acupuncture in the treatment of acute gouty arthritis.Methods A total of 126 cases of patients with definitive diagnosis of acute gouty arthritis admitted to the wards and outpatient clinics of Guangzhou Nansha District Hospital of Traditional Chinese Medicine from November 2023 to June 2024 were selected as the study subjects.The patients were randomly divided into observation group and control group according to the random number table method,with 63 cases in each group.The control group was given health training and conventional treatment,while the observation group was given Tongyuan acupuncture on the basis of treatment in the control group.Patients in both groups were treated for 14 consecutive days.After two weeks of treatment,the clinical efficacy of the two groups was evaluated.The changes in the clinical symptom scores,the Visual Analogue Scale(VAS)scores of pain,the levels of musculoskeletal ultrasonography(synovial proliferation,blood flow signals,and joint fluid)before and after the treatment were observed in patients of both groups.The changes of blood uric acid(UA),erythrocyte sedimentation rate(ESR),C-reactive protein(CRP),tumor necrosis factor α(TNF-α),and interleukin 1(IL-1)before and after treatment were compared between the two groups.Results(1)The total effective rate was 95.24%(60/63)in the observation group and 84.13%(53/63)in the control group.The efficacy of the observation group was superior to that of the control group,the difference being statistically significant(P<0.05).(2)After treatment,the clinical symptom scores and VAS scores of the patients in the two groups were improved significantly(P<0.05),and the improvement in the observation group was significantly superior to that in the control group,the difference being statistically significant(P<0.05).(3)After treatment,the serum UA,ESR,and CRP levels of patients in the two groups were improved significantly(P<0.05),and the improvement in the observation group was significantly superior to that in the control group,the difference being statistically significant(P<0.05).(4)After treatment,the TNF-α and IL-1 levels of patients in the two groups were improved significantly(P<0.05),and the improvement in the observation group was significantly superior to that in the control group,the difference being statistically significant(P<0.05).(5)After treatment,the musculoskeletal ultrasound indicators of the two groups of patients were improved significantly(P<0.05),and the improvement in the observation group was significantly superior to that in the control group,the difference being statistically significant(P<0.05).Conclusion Tongyuan acupuncture in the treatment of acute gouty arthritis can significantly improve the clinical symptoms of patients,reduce the level of patients'blood UA and inflammatory factor.

Objective To explore the efficacy of low-frequency repetitive transcranial magnetic stimulation(rTMS)combined with virtual reality interactive robot training in improving upper limb function of patients with stroke.Methods From February to December 2023,92 patients in the hos-pital were randomly divided into control group(n=30),virtual reality group(n=31),and com-bined group(n=31).The control group received conventional rehabilitation therapy;the virtual re-ality group received conventional rehabilitation therapy and virtual reality interactive robot training for upper limb;the combined group received low-frequency rTMS on the therapeutic basis of the virtual reality group.Before treatment and 4 weeks after treatment,the Upper Extremity Fugl-Meyer Assess-ment(UFMA)score,the Functional Test for the Hemiplegic Upper Extremity-Hong Kong Version(FTHUE-HK)score,motor evoked potential(MEP)amplitude,cortical latency(CL)value,and the ratio of root mean square of myoelectricity(RMS)of wrist dorsiflexor muscles between the affect-ed and unaffected sides were compared among the three groups.Results Four weeks after treatment,the UFMA and FTHUE-HK scores of the three groups significantly improved compared with those before treatment,the UFMA and FTHUE-HK scores of the combined group were significantly higher than those of the control group and the virtual reality group,and the UFMA score of the virtual reality group was significantly higher than that of the control group(P＜0.05);the RMS ratios and MEP amplitudes of the three groups significantly increased compared with those before treatment,the RMS ratios and MEP amplitudes of the combined group were significantly higher than those of the control group and the virtual reality group,and the virtual reality group had higher values than the control group,with significant between-group differences(P＜0.05);the CL of the three groups significantly shortened compared with that before treatment,the CL of the combined group was significantly shorter than that of the control group and the virtual reality group,and the CL of the virtual reality group was significantly shorter than that of the control group(P＜0.05).Conclusion The rTMS assisted virtu-al reality interactive robot training can effectively improve upper limb function in stroke patients.

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/.

[Objective] To explore the temperature parameters affecting the polybrene test and determine the optimal temperature conditions for detecting unexpected antibodies of the Rh system. [Methods] The reaction of IgG human anti-D antibody with different dilutions (undiluted, 1∶2, 1∶4, 1∶8, 1∶16, 1∶32，1∶64) with D antigen-positive red blood cells was detected by manual polybrene test (MPT). Different temperatures (25℃ and 37℃) were set, and the reaction time with low ionic medium was 4 minutes. The agglutination integral value of anti-D and red cell depolymerization time were compared to observe the effect of enhanced agglutination reaction, thereby establishing the test temperature reaction conditions for enhancing the MPT. The same reaction condition was applied to 36 blood samples containing unexpected antibodies of the Rh system, and the effect of enhanced MPT was observed in comparison with the polybrene method and the antiglobulin test (column agglutination). [Results] With all other conditions held constant, when low ionic medium was added, the incubation temperature of 25℃ and 37℃ resulted in different total agglutination integral values for anti-D (20.9±2.025 vs 25.5±2.635), and the comparison showed a significant difference (P<0.05). When the antibody dilution was 1∶16, the incubation temperature of 25℃ and 37℃ resulted in different agglutination integral values (3.9±0.738 vs 5.8±0.632), and the comparison showed a significant difference (P<0.05). Erythrocyte depolymerization time (62.8±8.149 vs 90.1±10.713) was significantly different (P<0.05). At a dilution of 1∶32, the incubation temperatures of 25℃ and 37℃ resulted in different agglutination integral values (2.5±0.527 vs 4.3±0.675), as well as different red blood cell dissociation times (35.4±7.792 vs 57.4±10.885)(P<0.05), and the comparison showed a significant difference (P<0.05), with no differences observed in the other groups. In the detection of 36 Rh system unexpected antibody samples, when the antibody titer was ≤2, the enhanced polybrene method had a higher positive rate, and when the antibody titer was ≥4, the detection rates of the three methods were consistent. [Conclusion] The reference temperature condition for the modified MPT is incubation at 37℃ for 4 min after the addition of low ionic medium. The application of this temperature condition to unexpected antibody samples of Rh system could achieve a significant enhancement effect, thereby increasing transfusion safety for the treatment of emergency patients, and is worth popularizing.

Objective:To investigate the mechanism by which hydrogen alleviates myocardial ischemia/reperfusion injury (IRI) through ultrasound-targeted destruction of hydrogen-loaded phospholipid microbubbles in the ischemic myocardium of rats.Methods:A total of 45 rats were randomly divided into three groups: sham operation group, IRI group (model group), and hydrogen treatment group (experimental group), with 15 rats in each group. A rat model of myocardial IRI was established. Rats in the sham group received 0.2 ml of normal saline via the tail vein, those in the model group received 0.2 ml of phospholipid microbubbles without hydrogen, and those in the treatment group received 0.2 ml of hydrogen-loaded phospholipid microbubbles. After 24 hours, cardiac function was assessed by left ventricular ejection fraction (LVEF) and left ventricular fractional shortening (LVFS). Serum levels of cardiac troponin I (cTnI), creatine kinase-myocardial band (CK-MB), lactate dehydrogenase (LDH), and interleukin-6 (IL-6) were measured by enzyme-linked immunosorbent assay (ELISA). Expression levels of Janus knase 2(JAK2), signal transducer and activator of transcription 3(STAT3), phosphorylated JAK2(p-JAK2), and phosphorylated STAT3(p-STAT3) proteins in myocardial tissue were detected by Western blot. Myocardial infarct size was evaluated by 2,3,5-triphenyltetrazolium chloride (TTC) staining, and myocardial histopathological changes were observed by hematoxylin-eosin (HE) staining.Results:After 24 hours of reperfusion, LVEF [(54.26±2.92) % vs (45.77±27%)] and LVFS [(24.11±1.68) % vs (19.50±1.19%)] were significantly higher in the treatment group than in the model group (both P<0.001). ELISA results showed that levels of CK-MB [(13.58±2.07) μg/L vs (20.07±1.57) μg/L], LDH [(47.76±8.32) μg/L vs (74.39±10.19) μg/L], cTnI [(7.50±0.26) μg/L vs (9.05±0.34) μg/L], and IL-6 [(121.34±8.97) ng/L vs (156.99±6.46) ng/L] were significantly lower in the treatment group compared with the model group (all P<0.001). TTC staining revealed a smaller infarct size in the treatment group [(48.77±2.68)%] than in the model group [(63.53±3.10)%, P<0.001]. Western blot analysis showed that the expression levels of JAK2 and p-STAT3 proteins were significantly lower in the treatment group than in the model group ( P<0.05). HE staining showed no pathological abnormalities in major organs (heart, liver, spleen, lung, and kidney) following hydrogen microbubble treatment. Conclusions:Ultrasound-targeted destruction of hydrogen microbubbles enables local hydrogen release in the myocardium, which downregulates IL-6 and inhibits activation of the JAK/STAT signaling pathway, thereby attenuating inflammation and reducing ischemia/reperfusion injury.