ObjectiveTo investigate the mechanism by which Gegen Qinliantang（GQT） improves skeletal muscle insulin resistance. MethodsThe db/m mice were used as the normal group， while db/db mice were assigned to a model group， low-dose （3.12 g·kg^-1）， medium-dose （6.24 g·kg^-1）， and high-dose （12.48 g·kg^-1） GQT groups， and a Western medicine group （semaglutide， 0.045 mg·kg^-1），n=6 in each group. All groups received corresponding interventions. Intraperitoneal glucose tolerance test （IPGTT）， intraperitoneal insulin tolerance test （IPITT）， and hematoxylin-eosin （HE） staining were used to evaluate insulin resistance and therapeutic efficacy. Serum lipid levels were measured using an automatic biochemical analyzer， and apoptosis in skeletal muscle was assessed via TUNEL assay. Transcriptome sequencing combined with gene ontology （GO） and Kyoto Encyclopedia of Genes and Genomes （KEGG） analyses was performed to identify differentially expressed genes （DEGs）. Real-time quantitative polymerase chain reaction （Real-time PCR） was used to validate gene expression. Molecular docking was applied to evaluate the binding patterns between active components of GQT and key regulatory genes to elucidate pharmacological mechanisms. ResultsCompared with the model group， the medium-dose and high-dose GQT groups showed significantly reduced fasting blood glucose （FBG） levels （P<0.01）. Triglycerides （TG）， total cholesterol （TC）， and low-density lipoprotein cholesterol （LDL-C） were markedly decreased （P<0.01）， while high-density lipoprotein cholesterol （HDL-C） was significantly increased （P<0.01）. IPGTT， IPITT， and HE staining demonstrated that GQT enhanced insulin sensitivity and restored skeletal muscle morphology. GQT also alleviated apoptosis in skeletal muscle tissue. Transcriptome analysis revealed that GQT primarily affected biological processes such as oxidative phosphorylation， metabolic pathways， cellular processes， and protein binding. Real-time PCR results showed that CBR2， CDK6， F830016B08Rik， IL-1β， Rab27b， and COLEC12 were key regulatory genes. Molecular docking demonstrated that CBR2， IL-1β， Rab27b， and COLEC12 formed stable binding with the main active components of GQT. The therapeutic effects of high- and medium-dose GQT were comparable to those of the semaglutide group. ConclusionGQT improves skeletal muscle insulin resistance， potentially by regulating apoptosis as part of its underlying biological mechanism.

BACKGROUND: Over 20 million colonoscopies are performed in China annually. An automatic clinical decision support system (CDSS) with accurate semantic recognition of colonoscopy reports and guideline-based is helpful to relieve the increasing medical burden and standardize the healthcare. In this study, the CDSS was built under a hierarchical-label interpretable classification framework, trained by a state-of-the-art transformer-based model, and validated in a multi-center style. METHODS: We conducted stratified sampling on a previously established dataset containing 302,965 electronic colonoscopy reports with pathology, identified 2041 patients' records representative of overall features, and randomly divided into the training and testing sets (7:3). A total of five main labels and 22 sublabels were applied to annotate each record on a network platform, and the data were trained respectively by three pre-training models on Chinese corpus website, including bidirectional encoder representations from transformers (BERT)-base-Chinese (BC), the BERT-wwm-ext-Chinese (BWEC), and ernie-3.0-base-zh (E3BZ). The performance of trained models was subsequently compared with a randomly initialized model, and the preferred model was selected. Model fine-tuning was applied to further enhance the capacity. The system was validated in five other hospitals with 3177 consecutive colonoscopy cases. RESULTS: The E3BZ pre-trained model exhibited the best performance, with a 90.18% accuracy and a 69.14% Macro-F1 score overall. The model achieved 100% accuracy in identifying cancer cases and 99.16% for normal cases. In external validation, the model exhibited favorable consistency and good performance among five hospitals. CONCLUSIONS The novel CDSS possesses high-level semantic recognition of colonoscopy reports, provides appropriate recommendations, and holds the potential to be a powerful tool for physicians and patients. The hierarchical multi-label strategy and pre-training method should be amendable to manage more medical text in the future.
Humans ; Colonoscopy/methods* ; Deep Learning ; Decision Support Systems, Clinical ; Female ; Male

Objective To investigate the effect of berberine(BBR)on chronic renal failure(CRF)rats and its mechanism.Methods CRF rat model was established by removing 5/6 kidneys and all rats were randomly divided into sham group,chronic renal failure model group,berberine treatment group and uremic clearance granules(UCG)treatment group with 10 in each.Renal function indexes in each group were examined by an automated bio-chemistry instrument.The level of MMP-2 and MMP-9 were detected by ELISA.The degree of renal fibrosis was observed by PAS and Masson staining microscopy.The expression of NF-κB p65 and IL-6 were detected by immu-nohistochemistry method.Expression of fibrosis-related proteins and TGF-β1/ERK signaling pathway proteins in re-nal tissues was detected by Western blot.Results Compared with sham group,renal function and renal histopatho-logical damage was significantly increased in the model group,and BBR improved renal function and histopathological damage in CRF rats.Compared with the sham group,the serum level of MMP-2 and MMP-9 was significantly de-creased(P＜0.05),the expression of IL-6 and NF-κB p65 was up-regulated(P＜0.05).The expression of FN,α-SMA,Col-Ⅰ,Col-Ⅲ,TGF-β1,and p-ERK1/2 proteins was up-regulated in the model group of rats(P＜0.05),while the BBR treatment significantly reversed the expression of these molecules(P＜0.05).Conclusions BBR may improve inflammation and fibrosis by inhibiting TGF-β1/ERK1/2 pathway,and play a protective role in the kidney of CRF rat.

Objective To compare the application value of Azurion comprehensive large plate imaging system based on 3D road map technology and conventional road map in interventional treatment of intracranial aneurysms.Methods A total of 73 patients with intracranial aneurysms,who received treatment at the Department of Neurosurgery of Ganzhou Municipal Hospital of China from February 2021 to May 2023,were enrolled in this study.The patients were divided into study group(n=73,under the guidance of 3D real-time road map)and control group(n=75,under the guidance of conventional road map).The surgery-related indicators,embolization density,image quality,serological indicators,and quality of life were compared between the two groups.The patients were followed up for 6 months.The recurrence rate and prognosis were compared between the two groups.Results Compared with the control group,in the study group the accurate location rate of microcatheter with single catheterization manipulation was higher(P＜0.05),the incidence of intraoperative rupture bleeding was lower(P＜0.05),the time spent for operation was shorter(P＜0.05),and the amount of the contrast agent used and the machine radiation dose were lower(P＜0.05).The Raymond grade distribution in the study group was better than that in the control group(P＜0.05).The excellent rate of image quality in the study group was higher than that in the control group(P＜0.05).The differences of matrix metalloproteinase 9(MMP-9)and neuron-specific enolase(NSE)before and after treatment in the study group were higher than those in the control group(both P＜0.05).The differences of material well-being life,social function,mental health and physical health scores before and after treatment in the study group were higher than those in the control group(all P＜0.05).The postoperative recurrence rate in the study group was lower than that in the control group(P＜0.05).No statistically significant difference in Glasgow prognostic Scale(GOS)score existed between the two groups(P＞0.05).Conclusion Compared with the conventional road map,the use of Azurion comprehensive large plate imaging system based on 3D road map technology has a definite and excellent effect in the interventional treatment of intracranial aneurysms,which can shorten the operation time,reduce the used dose of contrast agent,decrease the risk of intraoperative rupture with bleeding and postoperative recurrence,regulate the expression of serum NSE and MMP-9,improve the quality of life of patients,and ensure a satisfactory prognosis.

Objective To investigate whether there are sex differences in inflammatory bowel disease(IBD)among the offspring of mice with IBD.Methods BALB/c female mice were randomly divided into Na?ve and DSS groups.The mice in the Na?ve group drank autoclaved water freely,and the DSS group freely drank 2％dextran sodium sulfate(DSS)for 7 days before it was replaced with autoclaved water for 10 days.A total of 3～4 cycles were applied,and the IBD female mice were paired with healthy male mice in cages.When the pups were 8 weeks old,they were divided into the Con group and IBD group.The Con group drank autoclaved water freely for 7 days,and the IBD group drank 3％DSS for 7 days.During the modeling period,disease activity index was scored by monitoring body weight,fecal consistency,and the presence of blood in stool every day.Pathological sections were taken to observe changes in goblet cells and the mucus layer of colon tissues.The concentrations of interleukin(IL)-6,IL-1β,IL-33,and IL-10 in the colon were detected by enzyme-linked immunosorbent assay.Real-time quantitative PCR was used to determine the mRNA expression levels of tight-junction proteins and MUC-2 in the colon.Results Compared with female IBD mice,male IBD mice had higher DAI scores,significantly shorter colons,larger amounts of inflammatory infiltrate,more crypt abnormalities,and a higher absence of goblet cells in the colon;their relative mRNA expression of occludin mRNA was significantly reduced,levels of IL-6 and IL-33 were significantly increased,and level of IL-10 was significantly decreased.Conclusions The symptoms of colitis in the offspring of IBD mice were more severe in male than in female mice,a result that was mainly attributed to the more severely impaired intestinal epithelial barrier function in males.

Objective In this study,we aimed to use network pharmacology techniques to predict the key targets of a prescription of Ziziphi spinosae semen formula(ZSSF)compound for depression,and to verify its mechanism of action using a zebrafish model of rifampicin-induced depression.Methods The drug targets of ZSSF were retrieved from the TCMSP database,and the target names were corrected using the UniProt database.Depression-related targets were identified using the GeneCards,OMIM,and NCBI databases.Protein-protein interaction information for the shared targets was predicted using the STRING database.The collected data were then analyzed using the Metascape database to determine GO and KEGG pathway enrichment,and the result were visualized using microbiotics.Behavioral experiments and reverse-transcription quantitative PCR experiments were conducted to verify the therapeutic effects of ZSSF on a zebrafish depression model induced by risperdal.Results 188 targets were screened to find the interactions between depression and ZSSF.The protein-protein interaction result showed that ZSSF primarily targeted TNF-α,IL-2,IL-6,IL-1β,and IL-10 to produce its antidepressant effect.KEGG pathway enrichment analysis revealed that ZSSF exerted its effects on depression through various signaling pathways,including the TNF,PI3K-Akt,and cGMP-PKG signaling pathways.The result of the animal experiments showed that the treatment groups given high,medium,and low doses of ZSSF exhibited significant improvements in movement distance under acoustic and light stimulation compared with the model group(P＜0.05).The speed of movement of the treatment groups was also significantly faster(P＜0.01).Additionally,the mRNA expression levels of TNF-α,IL-2,IL-6,IL-1β,and IL-10 were up-regulated in the brain tissues of zebrafish in the high-,medium-,and low-dosage groups of ZSSF compared those in the model group(P＜0.001).Conclusions ZSSF exerts its antidepressant effect through multiple components and targets,and its antidepressant effects may be associated with its inhibition of inflammatory factors.

Objective To investigate the effects of alcoholic extract of Hemerocallis citrina Baroni on the depressive-like behaviors in zebrafish larvae(Danio rerio)induced by reserpine.Methods Zebrafish larvae were divided into various groups:control(Con)group,reserpine group,fluoxetine group,H.citrina alcohol extract(HCE)low dose group(1.5 mg/L),HCE medium dose group(3 mg/L),and HCE high dose group(4.5 mg/L).Depressive-like behaviors were analyzed using sound and light stimulation.Real-time PCR was used to investigate the effects of HCE on depression related astrocyte markers(GFAP,C3,C4B,EMP-1,S100α-10)and the neurotrophic factor BDNF and its receptor genes(P75,TrkB).Results In comparison to the control group,the model group demonstrated significantly shorter movement distance and reduced movement time under sound and light stimulation(P＜0.05,P＜0.001,P＜0.0001).Following the administration of HCE,zebrafish larvae exhibited significantly heightened sensitivity to light and sound stimulation compared to the model group(P＜0.05,P＜0.0001).Astrocyte marker genes were up-regulated in the model group zebrafish brains compared to the control group(P＜0.0001).However,when the model group was administered HCE,the expression of astrocyte markers was significantly down-regulated compared to the model group(P＜0.0001).Neurotrophic factor and its receptor genes(BDNF,P75,TrkB)were down-regulated in zebrafish brains in the model group compared to those in the control group(P＜0.0001).However,in the group administered HCE,the expression of BDNF,P75,and TrkB was significantly up-regulated compared to that in the model group(P＜0.01,P＜0.0001).These findings suggest that HCE suppressed the inflammatory responses caused by astrocyte activation and promoted the production of neurotrophic factors and their receptor genes,thereby exerting an ameliorative effect on depression.Conclusions Alcoholic extracts of H.citrina can ameliorate the depression-like behavioral changes induced by reserpine in zebrafish larvae.They reduce the expression of astrocyte markers in the zebrafish brain and promote the production of neurotrophic factors and their receptor genes,playing an antidepressant role.

Objective To examine the hypoglycemic effect of Chinese yam polysaccharide on the 3T3-L1 insulin resistance cell model.Methods IR-3T3-L1 adipocytes were randomly divided into control group(Con),model group(DEX),metformin group(Met,positive drug group)and CYPS group(0.05,0.15,0.45 mg/mL).After the creation of the IR-3T3-L1 cell model by dexamethasone(DEX)(1 μmol/L)stimulation,Chinese yam polysaccharide treatment was applied.Glucose intake and the levels of TC,TG,LDL-C,HDL-C,GSH-Px,MDA,HK,and PK were then measured.AMPK-PI3K/Akt signaling pathway-associated gene expression was identified using qRT-PCR.Results The glucose consumption of IR-3T3-L1 cells was considerably decreased after 48 hours of treatment with 1 μmol/L DEX compared to that of the Con group(P＜0.01),and the reduction persisted for 60 hours.0.05,0.15,0.45 mg/mL CYPS treatment significantly increased glucose consumption(P＜0.01),HK,PK,GSH-Px enzyme activities(P＜0.01),HDL-C content(P＜0.01),and decreased MDA enzyme activity(P＜0.01),T-CHO,TG,LDL-C content(P＜0.01)in IR-3T3-L1 cells.01).Additionally,CYPS administration dramatically decreased PI3K,Akt,GLUT-4,AMPK,IRS-2,PPARa,and adiponectin mRNA expression levels(P＜0.05)and reduced IRS-1,GSK-3β,ACC,and FAS mRNA expression levels(P＜0.01).Conclusions In IR-3T3-L1 cells,CYPS can reduce oxidative stress,control lipid metabolism disorders,and enhance DEX-induced glucose intake.AMPK-PI3K/Akt signaling pathway-associated genes may be connected to the process.

Objective To construct a prognostic risk model for exploring the prognostic value of copper metabolism related genes(CMRGs)in lung adenocarcinoma(LUAD),thereby providing a reference for personalized treatment of LUAD patients.Methods The RNA-seq data of LUAD tissues and adjacent or normal lung tissues were downloaded from the Cancer Genome Atlas(TCGA)database and Genotype-tissue Expression(GTEx)database.The risk scoring model was established using univariate Cox regression analysis,Lasso analysis and multivariate Cox regression analysis,and the receiver operating characteristic(ROC)curves and nomogram were used to evaluate the model performance.The LUAD data in the Gene Expression Omnibus(GEO),the Tumor Immune Single-cell Hub(TISCH)single-cell sequencing analysis,and the Human Protein Atlas(HPA)immunohistochemistry analysis were used for external validation.Additionally,the immune microenvironment and drug sensitivity of high-and low-risk groups were analyzed.Results A risk model consisting of 6 genes was constructed.The overall survival rate of low-risk group was higher than that of high-risk group(P<0.001).ROC analysis showed that the area under curve of the risk model in training set reached 0.729,0.749 and 0.707 at 1-,3-and 5-year,respectively,and the C index of C-index curve was 0.721(95%CI:0.678-0.764).The immune microenvironment differed significantly between high-and low-risk groups(P<0.001),and the drug sensitivity analysis in high-and low-risk groups revealed that there was statistically significant for gemcitabine,gefitinib,crizotinib and savolitinib(P<0.001).Conclusion The risk model constructed with 6 CMRGs enable the prediction of the prognosis of LUAD patients.The immune microenvironment differs in high-and low-risk group,and high-risk patients are more sensitive to drugs such as gemcitabine,gefitinib,crizotinib and savolitinib,which provide a reference for the personalized treatment of LUAD patients.

Diabetes has long been considered a risk factor in implant therapy and impaired wound healing in soft and hard oral tissues.Magnesium has been proved to promote bone healing under normal conditions.Here,we elucidate the mechanism by which Mg2+ promotes angiogenesis and osseointegration in diabetic status.We generated a diabetic mice model and demonstrated the alveolar bone healing was compromised,with significantly decreased angiogenesis.We then developed Mg-coating implants with hydrothermal synthesis.These implants successfully improved the vascularization and osseointegration in diabetic status.Mechanically,Mg2+ promoted the degradation of Kelch-like ECH-associated protein 1(Keap1)and the nucleation of nuclear factor erythroid 2-related factor 2(Nrf2)by up-regulating the expression of sestrin 2(SESN2)in endothelial cells,thus reducing the elevated levels of oxidative stress in mitochondria and relieving endothelial cell dysfunction under hyperglycemia.Altogether,our data suggested that Mg2+ promoted angiogenesis and osseointegration in diabetic mice by regulating endothelial mitochondrial metabolism.