Objective To propose a lightweight end-to-end neural network model for automated Korotkoff sound phase recognition and subsequent blood pressure (BP) measurement, aiming to improve measurement accuracy and population adaptability. Methods We developed a streamlined architecture integrating depthwise separable convolution (DSConv), multi-head attention (MHA), and bidirectional gated recurrent unit (BiGRU). The model directly processes Korotkoff sound time-series signals to identify auscultatory phases. Systolic BP (SBP) and diastolic BP (DBP) were determined using phase Ⅰ and phaseⅤdetections, respectively. Given the clinical relevance of phase Ⅳ for specific populations (e.g., children and pregnant women, denoted as DBPⅣ), BP values from this phase were also recorded.Results The study enrolled 106 volunteers with 70 males and 36 females at mean age of (40.0±12.0) years. The model achieved 94.25% phase recognition accuracy. Measurement errors were (0.1±2.5) mm Hg (SBP), (0.9±3.4) mm Hg (DBPⅣ), and (0.8±2.6) mm Hg (DBP). Conclusion Our method enables precise phase recognition and BP measurement, demonstrating potential for developing population-adaptive blood pressure monitoring systems.

Immune-stimulating antibody drug conjugate (ISAC) can not only effectively solve the defects of stimulator of interferon genes (STING) agonists by coupling antibodies with STING agonists through the targeting of antibodies, but also play a synergistic role with antibodies to further improve the efficacy of STING agonists. This review first provides a concise overview of the current research landscape of ISACs and STING agonists, systematically elaborates on evolving trends in STING agonist development, and subsequently summarizes the mechanistic advances in STING ISAC research. Special emphasis is placed on representative STING ISAC candidates in preclinical/clinical development. Finally, the future directions of STING ISACs are critically discussed with perspectives and recommendations, aiming to provide theoretical insights and practical guidance for future investigations.

OBJECTIVE To investigate the mechanism of Huangqin decoction in improving ulcerative colitis （UC） through the gut microbiota-tryptophan metabolism-aryl hydrocarbon receptor （AhR） axis. METHODS Mice were randomly divided into normal group （normal saline）， model group （normal saline）， microbiota depletion-model group （normal saline）， microbiota depletion-Huangqin decoction group （9.1 g/kg， by crude drug， similarly hereinafter）， Huangqin decoction group and mesalazine group （positive control group， 0.4 g/kg）， with 6 mice in each group. Microbiota depletion was achieved by providing free access to a mixed antibiotics for 10 days. The UC model was induced by administering 2.5% dextran sulfate sodium solution for 7 days. After successful modeling， each treatment group received corresponding drugs or normal saline intragastrically once daily for 10 days. After the final administration， body weight change ratio， disease activity index （DAI） score， and colon length were evaluated； colon pathological changes were observed； serum levels of interleukin-6 （IL-6）， IL-10， IL-22， and tumor necrosis factor-α （TNF-α） were measured； the expressions of Occludin， zonula occluden-1 （ZO-1）， and AhR in colon tissue were detected； fecal samples were subjected to high-throughput sequencing to analyze targeted tryptophan metabolomics. RESULTS Compared with the model group， Huangqin decoction group showed reduced infiltration of inflammatory cells in the colon tissue and restoration of the intestinal mucosal structure. Body weight change ratio， colon length， serum content of IL-10， the expressions of Occludin， ZO-1 and AhR in colon tissue and the contents of tryptophan metabolites indole-3-propionic acid （IPA）， N -acetylserotonin （NAS） and indole-3-acetic acid （IAA） were all significantly increased （ P ＜0.05）； DAI score， serum levels of IL-6， TNF-α， and IL-22 and the content of tryptophan metabolite indole-3-ethanol were significantly decreased （ P ＜0.05）； gut microbiota structure was improved， with increased relative abundances of beneficial bacteria such as Lactobacillus ， and decreased relative abundances of pathogenic bacteria such as Escherichia-Shigella . However， after antibiotic-induced microbiota depletion， although Huangqin decoction significantly increased the content of NAS in the feces of mice， the expression of AhR protein in colon tissue did not increase concurrently. CONCLUSIONS Huangqin decoction can repair the intestinal mucosal barrier in UC mice by regulating the gut microbiota and promoting the production of IPA and IAA， thereby activating AhR. This suggests that an intact gut microbiota is an important prerequisite for Huangqin decoction to exert its AhR-regulating effects.

Objective To explore the method for establishing a pig left lung orthotopic transplantation model. Methods A total of 4 male Yorkshire pigs weighing (40.0±2.5) kg underwent surgical procedures, including anesthesia, tracheal intubation, donor lung procurement, and recipient lung transplantation. Histological morphology and blood gas analysis of the transplanted lungs were assessed 2 hours after reperfusion to evaluate the histological changes and function of the transplanted lungs. Results The pigs underwent left lung in situ transplantation, effectively simulating conditions relevant to human lung transplantation. Two hours after the transplantation, arterial blood gas analysis showed that arterial partial pressure of oxygen was 155.4-178.6 mm Hg, arterial partial pressure of carbon dioxide was 53.1-62.4 mm Hg, and the oxygenation index was 310.8-357.2 mm Hg. Hematoxylin and eosin staining indicated a low degree of pulmonary edema and minimal cellular infiltration. Conclusion The pig left lung orthotopic transplantation model possesses strong operability and stability. Researchers can replicate this model according to the described methods and further conduct basic research and explore clinical translational applications.

The inherent clinical uncertainties, substantial costs, and small patient cohorts of orphan drugs limit the applicability of randomized controlled trial (RCT)-based health technology assessments (HTAs) in guiding coverage criteria, sustainable financing models, and equitable reimbursement frameworks for medical financial assistance policies for rare diseases.The digital transformation in healthcare system leads to solutions to the challenges in designing the policy by using data-driven decision-making. This article summarizes the decision-making issues in policy design, discusses the current status and trends of digital transformation, and analyzes the important new opportunities for AI-driven policy design for medical financial assistance policies for rare diseases. Decision-making that is digital intelligence driven and using techniques such as big data analytics and real-world research methods will enhance targeting efficiency, improve the quality of financing, and realize the performance-based reimbursement in the medical financial assistance, providing significant value in facilitating the policy reform and development for rare diseases healthcare.

BACKGROUND:Degenerative scoliosis is defined as a condition that occurs in adulthood with a coronal cobb angle of the spine>10° accompanied by sagittal deformity and rotational subluxation,which often produces symptoms of spinal cord and nerve compression,such as lumbar pain,lower limb pain,numbness,weakness,and neurogenic claudication.The finite element method is a mechanical analysis technique for computer modelling,which can be used for spinal mechanics research by building digital models that can realistically restore the human spine model and design modifications. OBJECTIVE:To review the application of finite element method in the etiology and treatment of degenerative scoliosis. METHODS:The literature databases CNKI,PubMed,and Web of Science were searched for articles on the application of finite element method in degenerative scoliosis published before October 2023.Search terms were"finite element analysis,biomechanics,stress analysis,degenerative scoliosis,adult spinal deformity"in Chinese and English.Fifty-four papers were finally included. RESULTS AND CONCLUSION:(1)The biomechanical findings from the degenerative scoliosis model constructed using the finite element method were identical to those from the in vivo experimental studies,which proves that the finite element method has a high practical value in degenerative scoliosis.(2)The study of the etiology and treatment of degenerative scoliosis by the finite element method is conducive to the prevention of the occurrence of the scoliosis,slowing down the progress of the scoliosis,the development of a more appropriate treatment plan,the reduction of complications,and the promotion of the patients'surgical operation.(3)The finite element method has gradually evolved from a single bony structure to the inclusion of soft tissues such as muscle ligaments,and the small sample content is increasingly unable to meet the research needs.(4)The finite element method has much room for exploration in degenerative scoliosis.

BACKGROUND:The highest incidence of spinal fracture is in the thoracolumbar segment,and its symptoms are back pain,posterior convexity deformity,activity limitation,or with spinal cord nerve injury causing lower limb pain,numbness,and even paraplegia and other complications.The finite element method is a digital computer modeling technique,which can simulate the physical model and carry out force analysis realistically.OBJECTIVE:To review the application of finite element method in thoracolumbar spine fractures.METHODS:We searched the Chinese and English literature databases PubMed,Web of Science,and CNKI for relevant literature on the application of the finite element analysis method in spinal thoracolumbar fracture published before March 2024.The search terms in Chinese and English were:finite element analysis methods,biomechanical phenomena,stress analysis,thoracolumbar fractures,spinal fractures.Finally,55 papers were included.RESULTS AND CONCLUSION:(1)The exploration of thoracolumbar fractures caused by different etiologies(osteoporotic,traumatic,and pathological)through the finite element method is conducive to a deeper understanding of the biomechanics of various types of thoracolumbar fractures,and to improve the individualized and fine-tuned treatment of thoracolumbar fractures.(2)The finite element analysis of a single sample or a small number of samples has the chance,and a larger number of samples are required for the future finite element analysis to reduce the chance caused by the sample.(3)The rigid structure of bones alone cannot meet the biomechanical working conditions of the integrity of the physical object,and future finite element models need to incorporate all the structures of the physical object(e.g.,soft tissues,such as muscles and ligaments)as far as possible.(4)The finite element method has been used in more studies on osteoporotic and traumatic thoracolumbar spine fractures,which will need to be more in-depth in the future,and less in the field of pathologic thoracolumbar fractures,which has a wider scope for future research.

Objective To explore the application effect of ultrasound-assisted localization in spinal anesthesia for elderly patients with hip fractures.Methods A total of 114 elderly patients undergoing hip fracture surgery with spinal anesthesia in our hospital from September 2022 to June 2024 were enrolled.The random number table method was applied to allocate participants into two groups:surface anatomical landmark localization group and ultrasound-assisted localization group,with 57 patients in each group.Both groups of patients underwent spinal anesthesia via the paramedian approach for puncture.The first-attempt puncture success rate,success rate of the initial puncture site,number of skin punctures,number of adjusted epidural needle direction,positioning time of the puncture point,puncture time(puncture success time,anesthesia time,and total time),adverse events during the puncture process(nerve hypersensitivity and accidental puncture of the dura mater),spinal anesthesia related complications(back pain,headache,and nerve injury),patient satisfaction and hospital stay were observed and compared between the two groups.The quality of early postoperative recovery was evaluated by using the 15-Item Quality of Recovery(QOR-15)scale at 24 h after surgery.Results The first-attempt puncture success rate in the ultrasound-assisted localization group was 71.9％(41/57),which was significantly higher than that in the surface anatomical landmark localization group[28.1％(16/57),x2=21.930,P=0.000].The success rate of the initial puncture site in the ultrasound-assisted localization group was 87.7％(50/57),which was significantly higher than that in the surface anatomical landmark localization group[54.4％(31/57),x2=15.396,P=0.000].The number of skin punctures and adjusted epidural needle direction in the ultrasound-assisted localization group were 1(1,1)and 0(0,1)times,while in the surface anatomical landmark localization group were 2(1,3)and 3(0,5)times,with statistically significant differences(all P=0.000).The puncture positioning time in the ultrasound-assisted localization group was 2.2(1.7,3.2)min,which was significantly longer than that in the surface anatomical landmark localization group[0.8(0.5,1.2)min,Z=-8.418,P=0.000].The puncture success time,anesthesia time,and total time of the ultrasound-assisted localization group were 1.9(1.7,2.3),4.9(4.3,5.3),and 7.1(6.3,8.7)min,while of the surface anatomical landmark localization group were 5.1(2.3,8.0),7.9(5.7,11.0),and 8.6(6.6,12.0)min,with statistically significant differences(all P＜0.05).There were no statistically significant differences in the incidence of nerve hypersensitivity during operation(3.5％vs.7.0％,x2=0.176,P=0.675),accidental puncture of the dura mater by epidural needles(0％vs.3.5％,P=0.496),postoperative headache(0％vs.3.5％,P=0.496),and back pain(1.8％vs.10.5％,x2=2.435,P=0.119)between the two groups.Both groups of patients showed no symptoms of nerve injury after surgery.There were no statistically significant differences in QOR-15 scores at 24 h postoperatively[119(115,124)points vs.116(112,121)points,Z=-1.858,P=0.063]and length of hospital stay[10.0(9.0,12.5)dvs.10.0(8.0,13.0)d,Z=-0.043,P=0.966]between the two groups.The satisfaction of patients in the ultrasound-assisted localization group was significantly higher than that in the surface anatomical landmark localization group(P=0.004).Conclusion Application of ultrasound-guided localization in spinal anesthesia for elderly patients with hip fractures significantly improves the first-attempt puncture and initial puncture site success rates,reduces skin puncture attempts and adjustments of the epidural needle direction,shortens time of anesthetic procedure,and enhances patient satisfaction,making it highly recommendable for clinical use.

Objective To explore the causal relationships of anxiety,depression and neuroticism with recurrent spontaneous abortion(RSA).Methods Genome-wide association study(GWAS)data were used to extract single nucleotide polymorphisms(SNPs)closely related to anxiety,depression and neuroticism as instrumental variables(IVs).Inverse variance weighting(IVW),weighted median estimator(WME),weighted mode(WM)and Mendelian randomization(MR)-Egger regression were employed for MR analysis to evaluate the causal effects of anxiety,depression and neuroticism with RSA,and to analyze heterogeneity,gene pleiotropy and sensitivity.Results A total of 46 SNPs were extracted from GWAS data as IVs(5 anxiety SNPs,9 depression SNPs,and 32 neuroticism SNPs).IVW,WME,WM and MR-Egger regression analysis revealed that the odds ratio(OR)and 95%confidence interval(CI)of anxiety data were 1.07(0.86-1.32),1.10(0.85-1.43),1.14(0.81-1.59)and 1.18(0.53-2.61);those of depression data were 1.11(0.93-1.32),1.05(0.83-1.32),0.96(0.67-1.38)and 0.57(0.25-1.31);those of neuroticism data were 1.01(0.75-1.36),1.07(0.73-1.56),1.02(0.49-2.12)and 2.40(0.46-12.44),but none of the above causal analyses were statistically significant(all P>0.05).After reliability analysis,the Cochran's Q test for heterogeneity evaluation was not significant(P>0.05),the MR-Egger regression intercepts for gene pleiotropy evaluation were all close to 0(P>0.05),and the sensitivity evaluation"Leave-one-out"test also shows that the combined causal effect values are similar.Conclusion There dose not exist causal relationships of anxiety,depression and neuroticism with RSA.The reliability test shows that the results are relatively robust.

Objective To compare the effects of single antiplatelet therapy(SAPT)versus dual antiplatelet therapy(DAPT)on bleeding and ischemic events in patients undergoing transcatheter aortic valve replacement(TAVR)without long-term anticoagulation indications.Methods This randomized controlled trial included 90 post-TAVR patients without anticoagulation indications,who were allocated to the SAPT group(n=46,aspirin 100 mg/d)or DAPT group(n=44,aspirin 100 mg/d+clopidogrel 75 mg/d for 3 months,followed by aspirin monotherapy).Maximum aggregation rates of platelets induced by arachidonic acid(MARAA)and adenosine diphosphate(MARADP)were measured 1,3,6,and 12 months postoperatively.Bleeding and ischemic events were recorded during the follow-up visits.Results The SAPT group exhibited significantly higher MARAA and MARADP scores at 1 and 3 months,and higher MARAA scores at 6 months compared to the DAPT group(P<0.05).At the 12-month follow-up,the SAPT group had a significantly lower inci-dence of bleeding events compared to the DAPT group(13.0%vs.31.8%,P=0.043).No statistically significant difference was observed in ischemic events between the groups(15.2%vs.11.4%,P=0.759).Conclusion For TAVR patients without anticoagulation indica-tions,SAPT significantly reduced the 1-year bleeding risk compared to DAPT,without increasing ischemic events.These findings support the safety and efficacy of SAPT after TAVR.