Objective Based on 25 indicators including immune factors, cell count classification, and smear results of the knee joint fluid, machine learning models were established to distinguish between osteoarthritis (OA) and rheumatoid arthritis (RA). Methods 100 OA and 40 RA patients scheduled for total knee arthroplasty were enrolled respectively. Each patient's knee joint fluid was collected preoperatively. Nucleated cells were counted and classified. The expression levels of immune factors, including tumor necrosis factor alpha (TNF-α), interleukin-1 beta (IL-1β), IL-6, IL-8, IL-15, matrix metalloproteinase 3 (MMP3), MMP9, MMP13, rheumatoid factor (RF), serum amyloid A (SAA), C-reactive protein (CRP), and others were measured. Smears and microscopic classification of all the immune factors were performed. Independent influencing factors for OA or RA were identified using univariate binary logistic regression, Lasso regression, and multivariate binary logistic regression. Based on the independent influencing factors, three machine learning models were constructed which are logistic regression, random forest, and support vector machine. Receiver operating characteristic curve (ROC), calibration curve and decision curve analysis (DCA) were used to evaluate and compare the models. Results A total of 5 indicators in the knee joint fluid were screened out to distinguish OA and RA, which were IL-1β(odds ratio(OR)=10.512, 95× confidence interval (95×CI) was 1.048-105.42, P=0.045), IL-6 (OR=1.007, 95×CI was 1.001-1.014, P=0.022), MMP9 (OR=3.202, 95×CI was 1.235-8.305, P=0.017), MMP13 (OR=1.002, 95× CI was 1-1.004, P=0.049), and RF (OR=1.091, 95×CI was 1.01-1.179, P=0.026). According to the results of ROC, calibration curve and DCA, the accuracy (0.979), sensitivity (0.98) and area under the curve (AUC, 0.996, 95×CI was 0.991-1) of the random forest model were the highest. It has good validity and feasibility, and its distinguishing ability is better than the other two models. Conclusion The machine learning model based on immune factors in the knee joint fluid holds significant value in distinguishing OA and RA. It provides an important reference for the clinical early differential diagnosis, prevention and treatment of OA and RA.
Humans ; Arthritis, Rheumatoid/metabolism* ; Machine Learning ; Male ; Female ; Middle Aged ; Aged ; Synovial Fluid/immunology* ; Osteoarthritis, Knee/metabolism* ; Knee Joint/metabolism* ; ROC Curve ; Diagnosis, Differential

PURPOSE: To analyze risk factors for severe trauma and establish a nomogram for early risk prediction, to improve the early identification of severe trauma. METHODS: This study was conducted on the patients treated in 81 trauma treatment institutions in Gansu province from 2020 to 2022. Patients were grouped by year, with 5364 patients from 2020 to 2021 as the training set and 1094 newly admitted patients in 2020 as the external validation set. Based on the injury severity score (ISS), patients in the training set were classified into 2 subgroups of the severe trauma group (n = 478, ISS scores ≥25) and the non-severe trauma group (n = 4886, ISS scores <25). Univariate and binary logistic regression analyses were employed to identify independent risk factors for severe trauma. Subsequently, a predictive model was developed using the R software environment. Furthermore, the model was subjected to internal and external validation via the Hosmer-Lemeshow test and receiver operating characteristic curve analysis. RESULTS: In total, 6458 trauma patients were included in this study. Initially, this study identified several independent risk factors for severe trauma, including multiple traumatic injuries (polytrauma), external hemorrhage, elevated shock index, elevated respiratory rate, decreased peripheral oxygen saturation, and decreased Glasgow coma scale score (all p < 0.05). For internal validation, the area under the receiver operating characteristic curve was 0.914, with the sensitivity and specificity of 88.4% and 87.6%, respectively; while for external validation, the area under the receiver operating characteristic curve was 0.936, with the sensitivity and specificity of 84.6% and 93.7%, respectively. In addition, a good model fitting was observed through the Hosmer-Lemeshow test and calibration curve analysis (p > 0.05). CONCLUSION This study establishes a nomogram for early risk prediction of severe trauma, which is suitable for primary healthcare institutions in underdeveloped western China. It facilitates early triage and quantitative assessment of trauma severity by clinicians prior to clinical interventions.
Humans ; Nomograms ; Male ; Female ; Wounds and Injuries/diagnosis* ; Risk Factors ; Middle Aged ; Adult ; Injury Severity Score ; Risk Assessment ; ROC Curve ; Aged ; Logistic Models ; China ; Glasgow Coma Scale

Recent studies have shown that the physiological homeostasis of oral mucosal cells is regulated by the circadian clock.Dis-ruption or dysfunction of the circadian clock is closely associated with the development of oral squamous cell carcinoma(OSCC).Research based on the circadian clock offers a novel perspective on the pathogenesis and therapeutic strategies for OSCC.However,there is current-ly limited research on this topic,and people generally have insufficient understanding and recognition of the circadian clock.Given the complexity and challenges of circadian clock which is the fourth dimension of medical research,we organize relevant experts based on summarizing the current research results of circadian clock in the pathogenesis and precision diagnosis and treatment of OSCC,combining the scientific principles of the circadian clock's role and their long-term research experience,then summarizes and recommends the con-sensus opinions for the research of circadian clock in the pathogenesis mechanism and precision diagnosis and treatment of human OSCC,with the hope of providing guidance for the basic research and clinical application of circadian clock or circadian rhythm in the pathogene-sis mechanism and precision diagnosis and treatment of oral and maxillofacial squamous cell carcinoma.

Objective To study the therapeutic effects of Yigan Fupi decoction(YGFP)on irritable bowel syndrome(IBS)and its mechanism of action in repairing the intestinal barrier and reducing IBS sensitivity through the PKA/PKC-CREB pathway.Methods Baby rats separated from their mother were randomly divided into a model control(M)and a YGFP group,while baby rats without maternal separation were used as a normal control(N)group.The YGFP group was given YGFP for 4 weeks.Abdominal withdrawal reflux was used to evaluate intestinal sensitivity.Liquid chromatography tandem mass spectrometry and ELISA were used to detect bile acid metabolite concentrations and serum levels of interleukin(IL)-6 and CXCL1,respectively.HE staining was used to observe pathological changes in the colon,and Western Blot and immunohistochemistry were used to analyze the relative protein expression levels of PKA,PKC,CREB,5HT2AR,5-HT7R,ZO-1,and Claudin 1.Results Compared with the normal control group,the M group showed a significantly decreased visceral pain threshold,significantly increased levels of total bile acid metabolites,IL-6,and CXCL1,significantly increased relative expression of PKA,PKC,CREB,5HT2AR,and 5-HT7R,and significantly decreased relative expression of ZO-1 and Claudin 1.Compared with the M group,the YGFP group showed a significantly increased visceral pain threshold,significantly reduced levels of total bile acid metabolites,IL-6,and CXCL1,significantly reduced relative expression of PKA,PKC,CREB,5HT2AR,and 5-HT7R,and increased relative expression of ZO-1 and Claudin 1.Conclusions YGFP effectively improved IBS through a mechanism that may involve repair of the intestinal barrier and reduced sensitivity through the PKA/PKC-CREB pathway.

With the rapid development of competitive sports, the incidence of anterior cruciate ligament (ACL) injury is on the rise. Such injuries may shorten athletes′ career and lead to other long-term adverse consequences. Although athletes generally recover well after ACL reconstruction, many still struggle to return to their pre-injury performance levels. Advances in the understanding of ACL anatomy and injury mechanisms, along with the evolution of surgical techniques and rehabilitation methods, have provided more individualized and tailored options for athletes following ACL injuries. However, there is currently no consensus in China regarding surgical and rehabilitation strategies for competitive athletes aiming to return to sports after ACL injuries. To this end, the Sports Medicine Committee of the Chinese Research Hospital Association and the Editorial Board of the Chinese Journal of Trauma jointly formulated the Expert consensus on surgical treatment and rehabilitation for competitive sports athletes returning to sports after anterior cruciate ligament injury ( version 2025), and presented 14 recommendations covering surgical indications, preoperative rehabilitation, surgical timing, surgical strategies and postoperative rehabilitation strategies, aiming to improve the surgical treatment and rehabilitation system for ACL injuries in competitive athletes and facilitate their return to high-level sports performance after injury.

Postoperative infection of internal fixation of closed fractures the lower limbs in adults represents a devastating complication, characterized by diagnostic challenges, prolonged treatment duration and high disability rates. Current management of these infections faces multiple challenges, such as difficulties in early accurate diagnosis, and various controversies about the treatment plan, leading to poor overall diagnosis and treatment results. To address these issues, based on evidence-based medicine and principles with emphasis on scientific rigor, clinical applicability and innovation, the Trauma Branch of the Chinese Medical Association, Orthopedic Branch of the Chinese Medical Doctor Association, Orthopedics Branch of the Chinese Medical Association, and Trauma Orthopedics and Polytrauma Group of the Resuscitation and Emergency Committee of the Chinese Medical Doctor Association have collaboratively organized a panel of relevant experts to develop the Guideline for diagnosis and treatment of infection after internal fixation of closed lower limb fractures in adults ( version 2025). The guideline proposed 10 recommendations, aiming to provide a foundation for standardized diagnosis and treatment of postoperative infection in adults with closed lower limb fractures.

Objective:To evaluate the efficacy of different anti-reflux surgery combined with laparoscopic hiatal hernia repair in the treatment of gastroesophageal reflux disease (GERD) complicated with hiatal hernia.Methods:A retrospective analysis was conducted on 405 patients with GERD and hiatal hernia undergoing laparoscopic hiatal hernia repair combined with different anti-reflux surgery at the First Affiliated Hospital of Zhengzhou University from Jan 2013 to Jun 2019. The patients were divided into four groups based on the anti-reflux surgery: 38 patients underwent Nissen fundoplication (Nissen group), 67 patients underwent Toupet fundoplication (Toupet group), 101 patients underwent Dor fundoplication (Dor group), and 199 patients underwent His angle plasty (His group). The improvement of symptoms, the use of proton pump inhibitor (PPI), surgical outcomes, and postoperative complications were compared among the four groups at 5 years after surgery.Results:Compared with preoperative scores, the scores of acid regurgitation and heartburn in all four groups decreased significantly after surgery (Nissen group: Z=-4.974, -4.905; Toupet group: Z=-9.245, -9.413; Dor group: Z=-8.080, -8.225; His group: Z=-11.705, -11.619, all P<0.05), and there was no significant difference in postoperative symptom scores among the four groups (acid regurgitation: 2.2 vs. 2.0 vs. 1.9 vs. 1.9; heartburn: 2.0 vs. 1.7 vs. 1.7 vs. 1.8, all P>0.05). There was no significant difference in the total effective rate of treatment among the four groups (86.8% vs. 92.5% vs. 87.1% vs. 91.5%, χ2=2.314, P=0.510). Additionally, there was no significant difference in the PPI independence among the four groups (63.2% vs. 61.2% vs. 60.4% vs. 60.3%, χ2=0.120 P=0.989). The incidence of severe dysphagia and abdominal distension was higher in the three fundoplication groups (Nissen, Toupet, and Dor groups) than in the His group (all P<0.05). Conclusions:Laparoscopic hiatal hernia repair combined with different anti-reflux surgery is safe and effective in the long-term treatment of GERD complicated with hiatal hernia. His angle plasty has the advantages of simple surgical operation and low incidence of postoperative dysphagia and abdominal distension, and is a recommended new anti-reflux surgery.

A method for simultaneous determination of 21 kinds of Aconitum alkaloids(ATS)in biological specimens and infused liquor using ultra-performance liquid chromatography-tandem mass spectrometry(UPLC-MS/MS)was developed.The biological samples were pretreated with methanol-acetonitrile(1∶2,V/V)for protein precipitation,while infused liquors were diluted 100-fold with acetonitrile,followed by centrifugation,and filtration by a 0.22-μm membrane.Chromatographic separation was carried out on an EC-C18 column using gradient elution with the mixture of 10 mmol/L ammonium acetate and 0.2%formic acid as mobile phase A and acetonitrile as mobile phase B.With this method,all the analytes were separated within 9.5 min.The samples were detected in positive ESI mode with dynamic multiple reaction monitoring(MRM)and quantified via external standard calibration.The results showed that the concentrations of the analytes in the range of 2-1000 ng/mL had excellent linearity(R2>0.9992)with the peak area.The developed method was successfully used for detection of 21 kinds of aconitum alkaloids,with limits of detection of 0.5-2 ng/mL,quantification limits of 2-6 ng/mL,intra/inter-day precision≤6.0%,spiked recoveries of 89.4%-100.9%,extraction recoveries of 74.2%-104.4%,and matrix effects ranging from-11.1%to 9.2%in blood/urine.The method was applied to detection of 12 samples from 4 fatal aconite poisoning cases,and all 21 kinds of ATS with total alkaloid concentrations of 0.04-4.18 μg/mL in blood and 154.96-422.83 μg/mL in medicinal liquors were detected.Tissue distribution revealed that the order of concentrations from highest to lowest is as follows:urine(157.22 μg/mL)>gastric contents(51.37 μg/mL)>kidney(21.6 μg/g)>whole blood(4.18 μg/mL)>liver(0.03 μg/g).This method showed many advantages such as simple pretreatment,low detection limits,accurate quantification,broad analyte coverage,and superior anti-interference capability in complex matrices,proving ideal for forensic and toxicological analysis of aconitum alkaloids.

Objective To screen the active chemical components with potential therapeutic effects against lung cancer in tea and to provide new insights into the treatment and prevention of lung cancer.Methods Based on net-work pharmacology,the main active components from 13 types of tea samples were analyzed using liquid chromatog-raphy-mass spectrometry(LC-MS).The targets of these small molecules were obtained from the BATMAN-TCM da-tabase to construct a"component-target-disease"network.Lung cancer-related disease targets were retrieved from the GeneCard and Malacard databases followed by Gene Ontology(GO)functional and KEGG pathway enrichment analyses of potential pharmacological targets.A protein-protein interaction(PPI)network was constructed using the STRING database.The molecular docking was employed to screen small molecules with potential anti-cancer ac-tivity,and their potential inhibition to proliferation of human non-small cell lung cancer cell line A549 and human large cell lung cancer cell line H460.Results A total of 37 active components and 429 targets were identified in tea,with 182 overlapping targets associated with lung cancer.GO analysis revealed that these targets were primarily involved in biological processes such as cell proliferation,response to stimuli,and metabolic processes.KEGG pathway analysis indicated that these targets were mainly enriched in the p53 signaling pathway,ErbB signaling pathway,and PI3K-Akt signaling pathway.PPI network analysis identified key targets including MAPK1,AKT1,SRC,MAPK3,and p53.Molecular docking screened coumestrol as a molecule capable of binding to human estro-gen receptor 2(ESR2),and its inhibitory effect on the proliferation of A549 and H460 cells was experimentally validated(P＜0.000 1).Conclusions The active components in tea may intervene in the development and progres-sion of lung cancer through a multi-component,multi-target,and multi-pathway mechanism,The results suggests po-tential components against lung cancer in tea,which may be applied in the prevention of human lung cancer.

Four cases of typical faults of Siemens MOBILETT XP Digital bedside DR were introduced.The causes for the problems were analyzed,and some countermeasures were put forward accordingly.References were provided for medical engineers to treat similar faults.[Chinese Medical Equipment Journal,2025,46(3):118-120]