ObjectiveTo develop and validate a diagnostic prediction model for differentiating pulmonary tuberculosis from community-acquired pneumonia based on routine blood parameters. MethodsA total of 642 patients with pulmonary tuberculosis and 503 patients with community-acquired pneumonia were retrospectively enrolled from the Seventh Hospital of Tangshan. They were randomly divided into a training set and an internal validation set at a 7∶3 ratio. Additionally， 218 patients from the 981st Hospital were independently included as an external validation set. The Boruta algorithm and recursive feature elimination were employed to select predictors from 82 blood parameters， sex， and age. A multivariate Logistic regression model was established and evaluated using receiver operating characteristic （ROC） curves， calibration curves， and decision curve analysis. ResultsThe final model incorporated eight predictors， namely uric acid， urea nitrogen， alkaline phosphatase， monoamine oxidase， alanine aminotransferase， glutathione， neutrophil percentage， and age. The model achieved areas under the curve （AUCs） of 0.800 （95%CI： 0.769-0.830）， 0.787 （95%CI： 0.738-0.836）， and 0.736 （95%CI： 0.667-0.835） in the training， internal validation， and external validation sets， respectively. The model demonstrated good calibration， and decision curve analysis showed clinical net benefit within the threshold probability range of 10%-80%. ConclusionThe developed model exhibits good discriminative ability and clinical utility， serving as an effective early screening tool for primary healthcare institutions.

The increasingly widespread application of artificial intelligence(AI)technology in the field of sports biomechanics has provided more effective technological support for competitive sports science to help athletes improve their performance.Using AI technologies and methods to obtain athletes' biomechanical data,analyze the biomechanical characteristics of movement techniques,design training plans,adjust tactical strategies,and prevent sports injuries has become an integral part of high-level competitive sports.This paper summarizes the current applications of AI technology in sports biomechanics through a literature review,including its applications in movement technique analysis for performance enhancement,tactical analysis,and sports injury prevention.The aim is to provide new ideas for further promoting the application of AI technology in sports biomechanics,offer new methods and means for competitive sports science and technology,and create more possibilities for the development of AI technology itself.

BACKGROUND:Acupotomy is an effective method for the treatment of cervical spondylosis with definite clinical efficacy,but its key molecular mechanism is still unclear.OBJECTIVE:To observe the effect of acupotomy intervention on the expression of fibroblast growth factor family and kinase insert domain protein receptor in the splenius capitis muscles of rats with cervical spondylosis,and to study the therapeutic mechanism of acupotomy in cervical spondylosis.METHODS:The Genomics Expression Omnibus Database was searched to obtain the microarray dataset GSE153761,which was compatible with the study,and a bioinformatics approach was used for the initial screening of targets,followed by animal experiments.Twenty-four 6-month-old SPF grade Sprague-Dawley rats were randomly divided into four groups.The model of cervical spondylosis was established by unbalanced dynamic and static forces in the model and acupotomy groups.The muscles and ligaments were not cut in the sham operation group.After successful modeling,acupotomy intervention was performed in the acupotomy group,once a week,3 times in total.Normal rats were selected as controls.The posteroanterior and lateral X-rays of the cervical spine were taken for modeling verification;the open-field tests were performed in all rats to observe behavioral changes;the pathological structure of the splenius capitis muscles was observed by hematoxylin-eosin staining;the mRNA and protein expression of fibroblast growth factor family and kinase insert domain protein receptor in the splenius capitis muscles was detected by fluorescent quantitative PCR and immunohistochemical method,respectively.RESULTS AND CONCLUSION:Bioinformatics results indicated that fibroblast growth factor family/kinase insert domain protein receptor is an important signal axis for activating the phosphatidylinositol 3-kinase/protein kinase B signaling pathway.After modeling,the intervertebral space of the rats was narrowed,and the anterior and posterior borders of the vertebral body and the articular process were hyperosteogenous.In the open-field tests,the total distance and average speed in the model group were decreased after modeling(P<0.05),while the total rest time in the model group was increased(P<0.05).After treatment,the total distance and average speed in the acupotomy group were greater than those in the model group(P<0.05),while the total rest time in the acupotomy group was shorter than that in the model group(P<0.05).The pathological changes of the splenius capitis muscles indicated damage to the cervical muscle,and acupotomy improved cervical muscle strain.Compared with the normal group,The mRNA and protein expressions of fibroblast growth factor 7,fibroblast growth factor 9,fibroblast growth factor 10,fibroblast growth factor 18,and kinase insert domain protein receptor in the splenius capitis muscles were increased in the model group compared with the normal group(P<0.05).In contrast,acupotomy treatment could downregulate the above indicators(P<0.05).Thus,acupotomy may repair cervical muscle strain by regulating the expression of fibroblast growth factor 7,fibroblast growth factor 9,fibroblast growth factor 10,fibroblast growth factor 18,and kinase insert domain protein receptor,thereby improving intervertebral disc degeneration,which may be the key target for acupotomy treatment of cervical spondylosis.

Objective To investigate the mechanism by which Shenqi Xiaozheng Decoction-medicated serum regulates c-Myc/SLC1A5/GLS1 signaling axis to inhibit glutamine(Gln)metabolism and activate immunogenic cell death(ICD)in non-small cell lung cancer(NSCLC)cells.Methods A549 cells were divided into control group,model group,Shenqi Xiaozheng Decoction-medicated serum low-,medium-and high-dosage groups and positive control group.A Gln-dependent growth model was established,and cells were treated with different concentrations of Shenqi Xiaozheng Decoction-medicated serum or the SLC1A5 inhibitor V-9302.Cell proliferation was assessed by CCK-8,EdU and colony formation assays;Cell invasion and migration were evaluated using Transwell and wound-healing assays;intracellular Gln,glutathione(GSH),and α-ketoglutarate(α-KG)contents were determined by colorimetric assay;reactive oxygen species(ROS)contents were measured with fluorescent probes;Western blot was used to detect the protein expressions of E-cadherin,N-cadherin,c-Myc,SLC1A5 and GLS1;c-Myc/SLC1A5 colocalization and high mobility group box 1(HMGB1)expression were assessed by dual immunofluorescence staining;flow cytometry was used to evaluate calreticulin(CRT)exposure on the cell surface,and ATP and HMGB1 contents in cell supernatants were quantified by ELISA.Results Compared with the control group,the model group showed significantly increased A549 cell viability,EdU-positive rate and migration rate(P<0.05),as well as higher colony counts and invasion cell numbers(P<0.05);cellular Gln,GSH and α-KG contents were significantly elevated(P<0.05,P<0.01),while ROS content were not significantly different(P>0.05),E-cadherin protein expression significantly decreased,whereas the protein expressions of N-cadherin,c-Myc,SLC1A5 and GLS1 significantly increased(P<0.05,P<0.01).c-Myc and SLC1A5 colocalization was enhanced,HMGB1 expression was significantly increased(P<0.01),CRT exposure significantly increased(P<0.01),and ATP and HMGB1 contents in cell supernatant were significantly elevated(P<0.05,P<0.01).Compared with the model group,Shenqi Xiaozheng Decoction-medicated serum at different concentrations significantly inhibited Gln-stimulated A549 cell proliferation,migration and invasion in a dosage-dependent manner.Mechanistic studies indicated that Shenqi Xiaozheng Decoction could reduce Gln uptake and synthesis of its metabolic products GSH and α-KG,induce ROS accumulation,up-regulate protein expression of E-cadherin,down-regulate the protein expressions of N-cadherin,c-Myc,SLC1A5 and GLS1(P<0.05,P<0.01),and enhance CRT exposure,ATP release and HMGB1 secretion(P<0.01).Conclusion Shenqi Xiaozheng Decoction may exert a synergistic"metabolism-immunity"antitumor effect by inhibiting c-Myc/SLC1A5/GLS1 axis-mediated Gln uptake,inducing ROS accumulation,and activating ICD signaling.

Rheumatoid arthritis(RA)is an autoimmune disease characterized by synovitis,synovial cell proliferation,neo-vascularization,and bone and cartilage destruction.Its pathogenesis is complex and has not yet been fully elucidated.A variety of cells,cytokines and signaling pathways are involved in the pathogenesis of RA.Hypoxia-inducing factor(HIF)and oxygen-sensing signaling pathway(PHD-HIF-VHL)are closely related to the occurrence and development of RA,and play an important role in syno-vial cell proliferation,inflammatory response and cartilage destruction.In this study,the research progress of oxygen sensing signaling pathway in RA was described from the aspects of the mechanism of oxygen sensing signaling pathway and its involvement in the patho-genesis of RA,in order to provide ideas and theoretical basis for the research of anti-RA drugs by targeting important molecules of oxy-gen sensing signaling pathway.

Objective To develop and validate an efficient and simple liquid chromatography with tandem mass spectrometry(LC-MS/MS)method for determination of polymyxin E in human plasma,and apply the established method in therapeutic drug monitoring(TDM)of polymyxin E.Methods The LC-MS/MS platform was based on AB SCIEX HPLC-4500MD system.Gradient elution was performed with 0.2％formic acid in water and 0.2％formic acid in acetonitrile.Phenomenex Kinetex XB-C18 column(100 mm × 2.1 mm,2.6 μm)were used.The analytes were detected by electrospray ionization(ESI)positive multiple reaction monitoring mode.The ion pairs for analytes(polymyxins E1,E2)and internal standard(polymyxins B1)were m/z 390.7→101.3,m/z 386.0→101.2,and m/z 402.3→101.2,respectively.Plasma samples were processed with protein precipitation method.Results Polymyxin E1 and E2 showed good linearity in the range of 0.031 2-6.24 mg/L and 0.006 15-1.23 mg/L,respectively.The within-run accuracy of polymyxin E1 and E2 in plasma ranged from 89.4％to 99.8％and 91.5％to 108.2％,respectively,while the between-run accuracy ranged from 91.8％to 104.7％and 95.6％to 105.2％,respectively.The within-run precision of polymyxin E1 and E2 in plasma ranged from 4.9％to 8.9％and 2.8％to 8.5％,respectively,while the between-run precision ranged from 4.1％to 7.6％and 4.2％to 9.8％,respectively.The average internal standard normalized matrix effect factors of polymyxins E1 and E2 were 96.9％-111.2％and 106.1％-112.8％in blank plasma samples from 6 different sources,102.5％-106.8％and 98.8％-105.2％in lipemic plasma,respectively,107.8％-108.9％and 106.9％-1 07.4％in hemolyzed plasma,respectively.The precision of matrix effects was less than 15.0％.The average recovery rate was 102.9％-107.5％for polymyxin E1 and E2,and 107.0％for internal standard polymyxin B1.The precision was less than 3.7％.Conclusions In this study,a simple and efficient LC-MS/MS method was established for determination of polymyxin E1 and E2 in human plasma,which is reliable in the therapeutic drug monitoring and pharmacokinetic study of polymyxin E.

The increasingly widespread application of artificial intelligence(AI)technology in the field of sports biomechanics has provided more effective technological support for competitive sports science to help athletes improve their performance.Using AI technologies and methods to obtain athletes' biomechanical data,analyze the biomechanical characteristics of movement techniques,design training plans,adjust tactical strategies,and prevent sports injuries has become an integral part of high-level competitive sports.This paper summarizes the current applications of AI technology in sports biomechanics through a literature review,including its applications in movement technique analysis for performance enhancement,tactical analysis,and sports injury prevention.The aim is to provide new ideas for further promoting the application of AI technology in sports biomechanics,offer new methods and means for competitive sports science and technology,and create more possibilities for the development of AI technology itself.

BACKGROUND:Acupotomy is an effective method for the treatment of cervical spondylosis with definite clinical efficacy,but its key molecular mechanism is still unclear.OBJECTIVE:To observe the effect of acupotomy intervention on the expression of fibroblast growth factor family and kinase insert domain protein receptor in the splenius capitis muscles of rats with cervical spondylosis,and to study the therapeutic mechanism of acupotomy in cervical spondylosis.METHODS:The Genomics Expression Omnibus Database was searched to obtain the microarray dataset GSE153761,which was compatible with the study,and a bioinformatics approach was used for the initial screening of targets,followed by animal experiments.Twenty-four 6-month-old SPF grade Sprague-Dawley rats were randomly divided into four groups.The model of cervical spondylosis was established by unbalanced dynamic and static forces in the model and acupotomy groups.The muscles and ligaments were not cut in the sham operation group.After successful modeling,acupotomy intervention was performed in the acupotomy group,once a week,3 times in total.Normal rats were selected as controls.The posteroanterior and lateral X-rays of the cervical spine were taken for modeling verification;the open-field tests were performed in all rats to observe behavioral changes;the pathological structure of the splenius capitis muscles was observed by hematoxylin-eosin staining;the mRNA and protein expression of fibroblast growth factor family and kinase insert domain protein receptor in the splenius capitis muscles was detected by fluorescent quantitative PCR and immunohistochemical method,respectively.RESULTS AND CONCLUSION:Bioinformatics results indicated that fibroblast growth factor family/kinase insert domain protein receptor is an important signal axis for activating the phosphatidylinositol 3-kinase/protein kinase B signaling pathway.After modeling,the intervertebral space of the rats was narrowed,and the anterior and posterior borders of the vertebral body and the articular process were hyperosteogenous.In the open-field tests,the total distance and average speed in the model group were decreased after modeling(P<0.05),while the total rest time in the model group was increased(P<0.05).After treatment,the total distance and average speed in the acupotomy group were greater than those in the model group(P<0.05),while the total rest time in the acupotomy group was shorter than that in the model group(P<0.05).The pathological changes of the splenius capitis muscles indicated damage to the cervical muscle,and acupotomy improved cervical muscle strain.Compared with the normal group,The mRNA and protein expressions of fibroblast growth factor 7,fibroblast growth factor 9,fibroblast growth factor 10,fibroblast growth factor 18,and kinase insert domain protein receptor in the splenius capitis muscles were increased in the model group compared with the normal group(P<0.05).In contrast,acupotomy treatment could downregulate the above indicators(P<0.05).Thus,acupotomy may repair cervical muscle strain by regulating the expression of fibroblast growth factor 7,fibroblast growth factor 9,fibroblast growth factor 10,fibroblast growth factor 18,and kinase insert domain protein receptor,thereby improving intervertebral disc degeneration,which may be the key target for acupotomy treatment of cervical spondylosis.

Objective To understand the trends in availability and usage for four non-statin lipid-lowering drugs between 2020 and 2023 in China,and to explore the impact of centralized drug procurement and national drug price negotiation policy on the accessibility and utilization trends of these medications.Methods Data processing was performed on four non-statin lipid-lowering drugs(ezetimibe,hybutimibeh,evolocumab,alirocumab)from over 1 000 hospitals within the China Pharmaceutical Association network units from 2020 to 2023 was performed on.SPSS 27.0 was employed for descriptive statistical analysis and x2 tests regarding drug availability,sales revenue,defined daily dose system(DDDs),and cost per DDD(DDDc).Results The availability and DDDs of four cholesterol absorption inhibitors or PCSK9-mAbs increased year by year during the study period,with the most significant increase observed in the first year after centralized drug procurement or national drug price negotiation policy.After the national drug price negotiation policy,alirocumab had the highest availability among the three negotiated drugs.The sales volume of ezetimibe,which was included in the centralized drug procurement program,increased before the negotiation but decreased significantly afterwards,with its share of sales declining year by year.During the study period,the sales volumes and market shares of the three negotiated drugs all increased annually,with evolocumab showing notably higher sales values and percentages than both hybutimibe and alirocumab after the negotiation.The DDDc for all four drugs continued to decrease during the survey period,with the first-year post-centralized drug procurement or national drug price negotiation policy witnessing the largest drop.Conclusion Both of the centralized drug procurement and the national drug price negotiation policy can significantly increase the accessibility to non-statin lipid-lowering drugs and promote their clinical application,however,there is a mismatch between the growth in usage and accessibility for certain varieties.

Objective To understand the trends in availability and usage for four non-statin lipid-lowering drugs between 2020 and 2023 in China,and to explore the impact of centralized drug procurement and national drug price negotiation policy on the accessibility and utilization trends of these medications.Methods Data processing was performed on four non-statin lipid-lowering drugs(ezetimibe,hybutimibeh,evolocumab,alirocumab)from over 1 000 hospitals within the China Pharmaceutical Association network units from 2020 to 2023 was performed on.SPSS 27.0 was employed for descriptive statistical analysis and x2 tests regarding drug availability,sales revenue,defined daily dose system(DDDs),and cost per DDD(DDDc).Results The availability and DDDs of four cholesterol absorption inhibitors or PCSK9-mAbs increased year by year during the study period,with the most significant increase observed in the first year after centralized drug procurement or national drug price negotiation policy.After the national drug price negotiation policy,alirocumab had the highest availability among the three negotiated drugs.The sales volume of ezetimibe,which was included in the centralized drug procurement program,increased before the negotiation but decreased significantly afterwards,with its share of sales declining year by year.During the study period,the sales volumes and market shares of the three negotiated drugs all increased annually,with evolocumab showing notably higher sales values and percentages than both hybutimibe and alirocumab after the negotiation.The DDDc for all four drugs continued to decrease during the survey period,with the first-year post-centralized drug procurement or national drug price negotiation policy witnessing the largest drop.Conclusion Both of the centralized drug procurement and the national drug price negotiation policy can significantly increase the accessibility to non-statin lipid-lowering drugs and promote their clinical application,however,there is a mismatch between the growth in usage and accessibility for certain varieties.