Automatic classification of medical questions is of great significance in improving the quality and efficiency of online medical services, and belongs to the task of intent recognition. Joint entity recognition and intent recognition perform better than single task models. Currently, most publicly available medical text intent recognition datasets lack entity annotation, and manual annotation of these entities requires a lot of time and manpower. To solve this problem, this paper proposes a medical text classification model, bidirectional encoder representation based on transformer-recurrent convolutional neural network-entity-label-semantics (BRELS), which integrates medical entity label semantics. This model firstly utilizes an adaptive fusion mechanism to absorb prior knowledge of medical entity labels, achieving local feature enhancement. Then in global feature extraction, a lightweight recurrent convolutional neural network (LRCNN) is used to suppress parameter growth while preserving the original semantics of the text. The ablation and comparison experiments are conducted on three public medical text intent recognition datasets to validate the performance of the model. The results show that F1 score reaches 87.34%, 81.71%, and 77.74% on each dataset, respectively. The results show that the BRELS model can effectively identify and understand medical terminology, thereby effectively identifying users' intentions, which can improve the quality and efficiency of online medical services.
Semantics ; Neural Networks, Computer ; Humans ; Natural Language Processing

An ideal dermal filler should integrate filling, repair, and anti-aging effects, with immediate tissue augmentation, slow degradation, and progressive stimulation of collagen regeneration. However, commonly used hyaluronic acid (HA) hydrogels, while effective for rapid filling, suffer from limited duration of support, weak cell adhesion, and an inability to promote collagen regeneration. Silk fibroin (SF), a natural protein from silkworm cocoons, is known for its excellent cell adhesion and collagen-stimulating abilities. However, its limited gelation capability restricts its potential application as a standalone injectable hydrogel. Based on a complementary strategy, this study combines the rapid gelling properties of HA with the collagen regenerative properties of SF to create a co-crosslinked HA-SF hydrogel. The composite hydrogel merges HA's rapid filling effect with SF's strong tissue adhesion and collagen-stimulating abilities. The formulation, physicochemical properties, degradation, biocompatibility, and filling effects of the HA-SF hydrogel were systematically investigated. HA-SF hydrogel exhibits excellent mechanical properties and ensures long-term support while maintaining injectability. Interestingly, after intradermal injection in the UVB-induced photoaging model, HA-SF hydrogel not only enhances hydrogel-cell interaction but also continues to stimulate collagen regeneration, especially type III collagen. This dual action achieves the biological effects of repair and anti-aging while maintaining the filling effect. Proteomic analysis confirms that repair and anti-aging effects are enhanced by the regulation of skin fibroblasts and modulation of amino acid and lipid metabolism. This composite hydrogel holds strong promise for clinical applications, offering a safer, long-lasting, and more natural injectable filler that combines filling, repair, and anti-aging into one system.

Deactivation of the mitochondrial pyruvate dehydrogenase complex (PDC) is important for the metabolic switching of cancer cell from oxidative phosphorylation to aerobic glycolysis. Studies examining PDC activity regulation have mainly focused on the phosphorylation of pyruvate dehydrogenase (E1), leaving other post-translational modifications largely unexplored. Here, we demonstrate that the acetylation of Lys 488 of pyruvate dehydrogenase complex component X (PDHX) commonly occurs in hepatocellular carcinoma, disrupting PDC assembly and contributing to lactate-driven epigenetic control of gene expression. PDHX, an E3-binding protein in the PDC, is acetylated by the p300 at Lys 488, impeding the interaction between PDHX and dihydrolipoyl transacetylase (E2), thereby disrupting PDC assembly to inhibit its activation. PDC disruption results in the conversion of most glucose to lactate, contributing to the aerobic glycolysis and H3K56 lactylation-mediated gene expression, facilitating tumor progression. These findings highlight a previously unrecognized role of PDHX acetylation in regulating PDC assembly and activity, linking PDHX Lys 488 acetylation and histone lactylation during hepatocellular carcinoma progression and providing a potential biomarker and therapeutic target for further development.
Humans ; Acetylation ; Carcinoma, Hepatocellular/genetics* ; Liver Neoplasms/genetics* ; Pyruvate Dehydrogenase Complex/genetics* ; Gene Expression Regulation, Neoplastic ; Animals ; Mice ; Cell Line, Tumor ; Protein Processing, Post-Translational ; Histones/metabolism* ; Disease Progression

Objective:To improve the teaching quality of Medical Microbiology by optimizing the teaching method,adjusting the teaching content and reforming the assessment model.Methods:The students of grade 2020 and 2021 of the same major were divided into the control group and the reform group.The control group received the traditional teaching method.The reform group received the"online + offline"blended teaching method,which integrates online learning resources and ideological and political education into the theoretical content of the curriculum.And the whole process assessment system was applied to the teaching method.The teaching quality was evaluated by the whole process examination results and questionnaire survey.Results:Compared with the control group,the score in the reform group was significantly improved(P＜0.01).Results of the questionnaire survey showed that students'satisfaction with the mixed teaching method reached 97.5% .The integration of hot issues of microbiology and curriculum ideological and political education significantly improved students'learning interest,and more students wanted to engage in the work of microbiology related fields in the future.Conclusion:The practice results show that optimizing the teaching method,adjusting the teaching content and reforming the assessment mode can stimulate the students'learning interest,improve the students'independent learning ability and improve the teaching quality.

BACKGROUND:Studies have shown that insulin-like growth factor 1/platelet-derived growth factor has an inhibitory effect on fibroblast apoptosis.miR-141-3p in bone marrow stromal cells increases with age and has a relationship with the activation of inflammatory signaling pathways,suggesting that it may be a therapeutic target for lumbar disc herniation. OBJECTIVE:To explore the effects of miR-141-3p on dorsal root ganglion inflammation and lower limb pain in rats with lumbar disc herniation by regulating insulin-like growth factor 1/platelet-derived growth factor. METHODS:Fifty male Sprague-Dawley rats,SPF level,were randomly divided into normal group,model group,miR-NC group,miR-141-3p inhibitor group and miR-141-3p mimics group,with 10 rats in each group.Except for the normal group,animal models of lumbar disc herniation were established in rats by autologous nucleus pulposus transplantation.After successful modeling,rats in the miR-NC,miR-141-3p inhibitor and miR-141-3p mimics groups were injected intrathecally with 10 μL of 20 μmol/L miR-NC,miR-141-3p inhibitor,miR-141-3p mimics,once a day for 28 days,respectively,while those in the normal and model groups were injected with the same volume of saline at the same location at the same time.Paw withdrawal thermal latency threshold was used to evaluate lower limb pain in rats.The mRNA expression of miR-141-3p in dorsal root ganglion tissue was detected by real-time fluorescence quantitative PCR,the levels of inflammatory factors in dorsal root ganglion tissue were detected by ELISA,and the expression of insulin-like growth factor 1/platelet-derived growth factor in dorsal root ganglion tissue was detected by western blot.The correlation between miR-141-3p and insulin-like growth factor 1/platelet-derived growth factor was analyzed. RESULTS AND CONCLUSION:There were no significant differences in all indexes between the miR-NC group and the model group.Paw withdrawal thermal latency threshold was significantly lower in the model group than in the normal group(P＜0.05),significantly lower in the miR-141-3p inhibitor group than the miR-NC group(P＜0.05),and significantly higher in the miR-141-3p mimics group than in the miR-141-3p inhibitor group(P＜0.05).The mRNA expression of miR-141-3p in dorsal root ganglion tissue was significantly lower in the model group than in the normal group(P＜0.05),significantly lower in the miR-141-3p inhibitor group than in the miR-NC group(P＜0.05),and significantly higher in the miR-141-3p mimics group than in the miR-141-3p inhibitor group(P＜0.05).The levels of tumor necrosis factor α,interleukin 1β,and interleukin 1 in dorsal root ganglion tissue were significantly higher in the model group than in the normal group(P＜0.05),significantly higher in the miR-141-3p inhibitor group than in the miR-NC group(P＜0.05),and significantly lower in the miR-141-3p mimics group than in the miR-141-3p inhibitor group(P＜0.05).The protein expressions of insulin-like growth factor 1 and platelet-derived growth factor in dorsal root ganglion tissue were significantly lower in the model group than in the normal group(P＜0.05),significantly lower in the miR-141-3p inhibitor group than in the miR-NC group(P＜0.05),and significantly higher in the miR-141-3p mimics group than in the miR-141-3p inhibitor group(P＜0.05).The expressions of insulin-like growth factor 1 and platelet-derived growth factor showed a positive correlation with miR-141-3p(r=0.904,P＜0.001;r=0.879,P＜0.001).To conclude,miR-141-3p can significantly improve lower limb pain and inhibit inflammation in dorsal root ganglia in rats with lumbar disc herniation,and its mechanism may be related to the promotion of insulin-like growth factor 1/platelet-derived growth factor expression.

Objective:To investigate the causal relationship between childhood narcolepsy and allergic rhinitis using two-sample Mendelian randomization; To provide references for clinical prevention and treatment.Methods:Genetic variants closely related to narcolepsy were extracted from GWAS summary data as instrumental variables, with allergic rhinitis (AR) as the outcome variable. The narcolepsy data included 335 410 samples and 10 894 596 single nucleotide polymorphisms (SNPs). The AR data included 5 527 cases and 212 387 controls, with a total of 16 380 461 SNPs. Two-sample Mendelian randomization analyses were conducted using inverse variance weighted, weighted median, and MR-Egger regression methods mainly to evaluate the causal relationship between narcolepsy and AR with OR. Heterogeneity testing, pleiotropy assessment, and sensitivity analysis were used to evaluate the stability and reliability of the results.Results:A total of 42 SNPs were included as instrumental variables. It was found that the estimated effect of narcolepsy on AR was greater than 1 and with statistical significance [ OR(95% CI)=1.79(1.02,3.13), P=0.04]. Conclusions:There may be a positive causal relationship between narcolepsy and AR. "Phlegm-dampness impairing the spleen" is a common pathogenic mechanism between the two diseases.

Atherosclerotic cardiovascular disease(ASCVD)frequently results in sudden death and poses a serious threat to public health worldwide.The drugs approved for the prevention and treatment of ASCVD are usually used in combination but are inefficient owing to their side effects and single therapeutic targets.Therefore,the use of natural products in developing drugs for the prevention and treatment of ASCVD has received great scholarly attention.Andrographolide(AG)is a diterpenoid lactone compound extracted from Andrographis paniculata.In addition to its use in conditions such as sore throat,AG can be used to prevent and treat ASCVD.It is different from drugs that are commonly used in the prevention and treatment of ASCVD and can not only treat obesity,diabetes,hyperlipidaemia and ASCVD but also inhibit the pathological process of atherosclerosis(AS)including lipid accumulation,inflammation,oxidative stress and cellular abnormalities by regulating various targets and pathways.However,the pharmaco-logical mechanisms of AG underlying the prevention and treatment of ASCVD have not been corrobo-rated,which may hinder its clinical development and application.Therefore,this review summarizes the physiological and pathological mechanisms underlying the development of ASCVD and the in vivo and in vitro pharmacological effects of AG on the relative risk factors of AS and ASCVD.The findings support the use of the old pharmacological compound('old bottle')as a novel drug('novel wine')for the pre-vention and treatment of ASCVD.Additionally,this review summarizes studies on the availability as well as pharmaceutical and pharmacokinetic properties of AG,aiming to provide more information regarding the clinical application and further research and development of AG.

OBJECTIVE: To explore the genetic basis of three children with unexplained mental retardation/developmental delay. METHODS: Peripheral venous blood samples were collected for routine G-banding karyotyping analysis and chromosomal microarray analysis (CMA). Whole exome sequencing (WES) was also carried out for patient 3. RESULTS: The karyotypes of the 3 children were normal. The result of CMA analysis of patient 1 was arr[GRCh37]: 2q22/3(145 128 071-145 159 029)×1, with a 31 kb deletion, which was predicted to be a pathogenic copy number variation. The deletion has involved exons 8 to 10 of the ZEB2 gene. Patient 2 was arr[hg19]:2q22.3 (145 071 457-146 881 759)×1, with a 1.81 Mb deletion involving the ZEB2 and GTDC1 genes. Patient 3 was arr[GRCh37]: 9p23p23(11 698 261-12 106 261)×1, with a 408 kb deletion containing no disease-associated gene. WES has identified a c.2102C>A (p.Ser701*) variant in exon 8 of the ZEB2 gene, which was included in ClinVar database and rated as pathogenic, and verified by Sanger sequencing as a de novo variant. CONCLUSION For the substantial clinical and genetic heterogeneity of Mowat-Wilson-syndrome, CMA and WES are helpful to identify the etiology of children with developmental delay/mental retardation of unknown causes, particularly those with peculiar facial features and multiple congenital malformations.
Child ; DNA Copy Number Variations ; Facies ; Glycosyltransferases/genetics* ; Hirschsprung Disease ; Humans ; Intellectual Disability/genetics* ; Microcephaly/genetics*

OBJECTIVE: To analyze the genotype and clinical phenotype of a 3-month-old female infant featuring unresponsiveness. METHODS: The infant was subjected to genetic testing, and her clinical features were compared with syndromes associated with variants of the candidate gene. RESULTS: The patient has featured long fingers, long and overlapped toes, musk-like face, blepharophimosis, ptosis, and lacrimal duct anomaly. She was found to harbor a heterozygous de novo variant NM_012330.3: c.3040C>T (p.Gln1014*) in exon 16 of the KAT6B gene. Her clinical phenotype and genotype have both conformed to Say-Barber-Biesecker-Young-Simpson syndrome (SBBYSS). CONCLUSION The child was diagnosed with SBBYSS syndrome due to the c.3040C>T (p.Gln1014*) variant of the the KAT6B gene. Discovery of the unique features has expanded the phenotypic spectrum of this syndrome.
Female ; Humans ; Blepharophimosis/genetics* ; Blepharoptosis ; Genotype ; Histone Acetyltransferases ; Infant

Recording the highly diverse and dynamic activities in large populations of neurons in behaving animals is crucial for a better understanding of how the brain works. To meet this challenge, extensive efforts have been devoted to developing functional fluorescent indicators and optical imaging techniques to optically monitor neural activity. Indeed, optical imaging potentially has extremely high throughput due to its non-invasive access to large brain regions and capability to sample neurons at high density, but the readout speed, such as the scanning speed in two-photon scanning microscopy, is often limited by various practical considerations. Among different imaging methods, light field microscopy features a highly parallelized 3D fluorescence imaging scheme and therefore promises a novel and faster strategy for functional imaging of neural activity. Here, we briefly review the working principles of various types of light field microscopes and their recent developments and applications in neuroscience studies. We also discuss strategies and considerations of optimizing light field microscopy for different experimental purposes, with illustrative examples in imaging zebrafish and mouse brains.
Animals ; Mice ; Microscopy/methods* ; Zebrafish ; Neurons/physiology* ; Brain/physiology* ; Neurosciences