ObjectiveThis paper aims to find the identified and validated clinical biomarker data building upon a clinical study of early-phase phase Ⅱ and investigate the correlation analysis of Huanglian Jiedu Wan on syndrome improvement and clinical biomarkers in the treatment of "excess heat-toxicity" based on a machine learning model. Additionally， the effective prediction of clinical biomarker values for the main symptoms of the "excess heat-toxicity" syndrome was assessed. MethodsA total of 229 patients meeting the inclusion criteria for "excess heat-toxicity" syndrome were randomly divided into the Huanglian Jiedu Wan group and the placebo group. Syndrome score transition matrices were constructed for the Huanglian Jiedu Wan group and the placebo group based on three main symptoms of "excess heat-toxicity" syndrome， such as oral ulcers， sore throat， and gum swelling and pain. Data from the patients with these three syndromes were also integrated for an overall analysis. The corresponding syndrome score transition matrices were further constructed to visualize symptom change trends of the patients in the two groups via heatmaps. Based on the identified and validated clinical biomarkers related to inflammation， oxidative stress， and energy metabolism in the early phase， Spearman correlation analysis was employed to analyze and evaluate the associations between clinical biomarkers and syndrome improvement. Key clinical biomarkers reflecting the effect of Huanglian Jiedu Wan were screened through the comparison of differences between groups. An extreme gradient boosting （XGBoost） algorithm was used to develop a prediction model for main symptom classification， with classification performance evaluated through 10-fold cross-validation. Feature importance analysis was applied to identify variables with the greatest contribution to the prediction result. ResultsThe syndrome transition matrix results indicated that the Huanglian Jiedu Wan group showed a superior effect to the placebo group in improving oral ulcers， sore throat， and overall symptoms， with significant effects observed especially in sore throat and overall symptom analyses （P<0.01）. Spearman correlation analysis revealed that several clinical biomarkers positively correlated with "excess heat-toxicity" syndrome and its main symptom improvement， were also called "heat-related biomarkers"， including succinic acid， α-ketoglutaric acid， glycine， lactic acid， adenosine monophosphate （AMP）， tumor necrosis factor-α （TNF-α）， interferon-γ （IFN-γ）， interleukin-1β （IL-1β）， interleukin-4 （IL-4）， interleukin-6 （IL-6）， interleukin-8 （IL-8）， interleukin-10 （IL-10）， and so on. Conversely， clinical biomarkers negatively correlated with symptom severity， were also called "heat-clearing related biomarkers" after administration of Huanglian Jiedu Wan， including malic acid， fumaric acid， cis-aconitic acid， adrenocorticotropic hormone （ACTH）， IL-1β， IL-4， IL-8， succinic acid， and citric acid. The XGBoost classification model using all 52 biomarkers as variables achieved an average test accuracy of 0.754 and an average F1 score of 0.777. Feature importance analysis identified the scores of glutamic acid in saliva and IL-6 were the highest in all the variables， with importance scores of 0.081 and 0.080， respectively. After screening out 14 key variables and optimizing the parameters， model performance improved to an average accuracy of 0.758 and an F1 score of 0.798. Feature importance analysis further determined that the glutamic acid in saliva and IL-6 showed obvious changes after screening the variables， confirming the good syndrome prediction ability of the model constructed by these key clinical biomarkers. ConclusionThis study systematically elucidates the correlation between syndrome improvement and clinical biomarkers of Huanglian Jiedu Wan in the treatment of "excess heat-toxicity" syndrome. An XGBoost classification model based on key clinical biomarkers is successfully established， achieving effective prediction of the symptoms related to the "excess heat-toxicity" syndrome such as oral ulcers and sore throat and providing a new insight for objective identification of traditional Chinese medicine syndromes.

ObjectiveThis paper aims to find the identified and validated clinical biomarker data building upon a clinical study of early-phase phase Ⅱ and investigate the correlation analysis of Huanglian Jiedu Wan on syndrome improvement and clinical biomarkers in the treatment of "excess heat-toxicity" based on a machine learning model. Additionally， the effective prediction of clinical biomarker values for the main symptoms of the "excess heat-toxicity" syndrome was assessed. MethodsA total of 229 patients meeting the inclusion criteria for "excess heat-toxicity" syndrome were randomly divided into the Huanglian Jiedu Wan group and the placebo group. Syndrome score transition matrices were constructed for the Huanglian Jiedu Wan group and the placebo group based on three main symptoms of "excess heat-toxicity" syndrome， such as oral ulcers， sore throat， and gum swelling and pain. Data from the patients with these three syndromes were also integrated for an overall analysis. The corresponding syndrome score transition matrices were further constructed to visualize symptom change trends of the patients in the two groups via heatmaps. Based on the identified and validated clinical biomarkers related to inflammation， oxidative stress， and energy metabolism in the early phase， Spearman correlation analysis was employed to analyze and evaluate the associations between clinical biomarkers and syndrome improvement. Key clinical biomarkers reflecting the effect of Huanglian Jiedu Wan were screened through the comparison of differences between groups. An extreme gradient boosting （XGBoost） algorithm was used to develop a prediction model for main symptom classification， with classification performance evaluated through 10-fold cross-validation. Feature importance analysis was applied to identify variables with the greatest contribution to the prediction result. ResultsThe syndrome transition matrix results indicated that the Huanglian Jiedu Wan group showed a superior effect to the placebo group in improving oral ulcers， sore throat， and overall symptoms， with significant effects observed especially in sore throat and overall symptom analyses （P<0.01）. Spearman correlation analysis revealed that several clinical biomarkers positively correlated with "excess heat-toxicity" syndrome and its main symptom improvement， were also called "heat-related biomarkers"， including succinic acid， α-ketoglutaric acid， glycine， lactic acid， adenosine monophosphate （AMP）， tumor necrosis factor-α （TNF-α）， interferon-γ （IFN-γ）， interleukin-1β （IL-1β）， interleukin-4 （IL-4）， interleukin-6 （IL-6）， interleukin-8 （IL-8）， interleukin-10 （IL-10）， and so on. Conversely， clinical biomarkers negatively correlated with symptom severity， were also called "heat-clearing related biomarkers" after administration of Huanglian Jiedu Wan， including malic acid， fumaric acid， cis-aconitic acid， adrenocorticotropic hormone （ACTH）， IL-1β， IL-4， IL-8， succinic acid， and citric acid. The XGBoost classification model using all 52 biomarkers as variables achieved an average test accuracy of 0.754 and an average F1 score of 0.777. Feature importance analysis identified the scores of glutamic acid in saliva and IL-6 were the highest in all the variables， with importance scores of 0.081 and 0.080， respectively. After screening out 14 key variables and optimizing the parameters， model performance improved to an average accuracy of 0.758 and an F1 score of 0.798. Feature importance analysis further determined that the glutamic acid in saliva and IL-6 showed obvious changes after screening the variables， confirming the good syndrome prediction ability of the model constructed by these key clinical biomarkers. ConclusionThis study systematically elucidates the correlation between syndrome improvement and clinical biomarkers of Huanglian Jiedu Wan in the treatment of "excess heat-toxicity" syndrome. An XGBoost classification model based on key clinical biomarkers is successfully established， achieving effective prediction of the symptoms related to the "excess heat-toxicity" syndrome such as oral ulcers and sore throat and providing a new insight for objective identification of traditional Chinese medicine syndromes.

Background Work-related musculoskeletal disorders (WMSDs) are a major occupational health concern, particularly among workers exposed to adverse ergonomic conditions. Manganese production involves heavy physical demands, yet research on WMSDs among manganese workers remains limited. Objective To investigate the prevalence and influencing factors of WMSDs among manganese workers in a manganese enterprise in Guangxi. Methods A cross-sectional survey was conducted from May to June 2024 on workers at a manganese factory in Guangxi. The Chinese Musculoskeletal Disorders Questionnaire was used to collect information on demographic characteristics, distribution of musculoskeletal symptoms, and work-related exposures. χ² test was applied to compare differences in positive WMSDs rates across groups, and logistic regression analysis was performed to identify associated factors. Results A total of 1476 workers were enrolled in the study after pre-determined inclusion and exclusion criteria. The overall prevalence of WMSDs was 34.15%. The most commonly affected body regions were the lower back (17.28%), neck (16.67%), and shoulders (13.82%). The results of logistic regression analysis indicated that female, older age, and education level of college or above were associated with a higher risk of WMSDs (P<0.05). Awkward working postures were significantly associated with WMSDs in corresponding body regions; in particular, awkward postures of the neck, upper limbs, trunk, and lower limbs were related to an increased risk of WMSDs in multiple body sites (P<0.05). In addition, poor lighting conditions, high workplace temperature, frequent or sustained arm support during work, and high job demands were associated with an increased risk of overall or site-specific WMSDs (P<0.05). Conclusion The high prevalence of WMSDs among manganese workers is closely associated with demographic characteristics, working postures, and work environment and organizational factors. Targeted ergonomic interventions focusing on high-risk body regions and key ergonomic exposures are warranted to reduce the risk of WMSDs among manganese workers.

Methods: Cervical radiographs were analyzed. EOP hyperplasia was classified into three subtypes with standardized length measurements. Variables encompassed demographics, ONL-related indices, and sagittal parameters. Subtype comparisons and multivariate regression analyses (with EOP length as dependent variable) were conducted. Results: Analysis of 187 CSM patients (64.2% male) identified gender-specific patterns: males exhibited greater EOP length (9.4±6.8 mm vs. 4.6±3.4 mm, p<0.001). Type III EOP demonstrated male predominance (82.4% vs. type I 31.8%, type II 51.4%; p<0.001), with associated longer hyperplasia length (11.6±6.6 mm vs. type II 5.1±1.9 mm, p<0.001). Type III EOP was associated with higher ONL prevalence (type III 64.8% vs. type I 45.5%, type II 41.9%; p=0.010) and longer ONL osteophyte length (type III 18.8±9.8 mm vs. type I 14.2±8.1 mm, type II 14.2±9.4 mm; p=0.046). Multivariate regression confirmed male sex (β=–3.82, p=0.009), ONL osteophyte length (β=0.16, p=0.017), T1 slope (β=0.27, p=0.041), and spino-cranial angle (β=–0.19, p=0.009) as factors independently associated with EOP length (adjusted R²=0.382). Conclusions Severe EOP hyperplasia exhibits a male-predominant distribution pattern and demonstrates significant radiological associations with ONL and cervical sagittal imbalance in CSM patients. These findings advocate for EOP evaluation in clinical evaluations to identify high-risk biomechanical profiles.

OBJECTIVE To establish standards for the rational use of Compound amino acid injection （14AA-SF） （hereinafter referred to as “14AA-SF”）， and evaluate its rationality and cost-effectiveness.METHODS The standards for the rational use of 14AA-SF were established based on the Delphi method. Archived medical records of patients who used 14AA-SF in the Dept. of Neurosurgery of People’s Hospital of Bozhou from January 2024 to December 2025 were randomly selected. On the basis of the established standards for the rational use， the attribute hierarchical model was applied to evaluate the use rationality of 14AA-SF in the included medical records. The decision tree model was applied to calculate the incremental cost-effectiveness ratio （ICER）， so as to evaluate the cost-effectiveness of 14AA-SF administered via single-bottle infusion versus “all-in-one” infusion， and the robustness of the cost-effectiveness evaluation results was verified through sensitivity analysis.RESULTS A total of 205 medical records were collected， among which 163 records （79.51%） were qualified with medical record score （MRS） ≥90， and 42 records （20.49%） were unqualified with MRS ＜90. The main irrational types of 14AA-SF use included unreasonable infusion method （67 case-times， accounting for 32.68%）， unreasonable amino acid dosage （62 case-times， accounting for 30.24%） and unreasonable non-protein calorie-nitrogen ratio （55 case-times， accounting for 26.83%）. Compared wtih single-bottle infusion， the incremental cost of “all-in-one” infusion for each 1% increase in effective rate was 165.40 yuan. The one-way sensitivity analysis showed that the effective rate of single-bottle infusion had the greatest impact on ICER. The probabilistic sensitivity analysis showed that under the willingness-to-pay （WTP） threshold （89 358 yuan） set in this study， the cost-effectiveness probability of “all-in-one” infusion relative to single-bottle infusion was 89.9%. When the WTP threshold exceeds 17 871.60 yuan， the “all-in-one” infusion is more cost-effective than the single-bottle infusion.CONCLUSIONS The established standards for the rational use of 14AA-SF are practical and feasible. There are phenomena of irrational use of 14AA-SF in Dept. of Neurosurgery of the hospital in terms of indications， nutritional risk screening， infusion methods and other aspects， which need to be further standardized. The “all-in-one” infusion is more cost-effective than the single-bottle infusion.

Intraoperative cell salvage (IOCS) has been widely applied as an important blood conservation measure in surgical operations. However, there is currently a lack of clinical practice guidelines for the implementation of IOCS in patients with malignant tumors. This report aims to provide clinicians with recommendations on the use of IOCS in patients with malignant tumors based on the review and assessment of the existed evidence. Data were derived from databases such as PubMed, Embase, the Cochrane Library and Wanfang. The guideline development team formulated recommendations based on the quality of evidence, balance of benefits and harms, patient preferences, and health economic assessments. This study constructed seven major clinical questions. The main conclusions of this guideline are as follows: 1) Compared with no perioperative allogeneic blood transfusion (NPABT), perioperative allogeneic blood transfusion (PABT) leads to a more unfavorable prognosis in cancer patients (Recommended); 2) Compared with the transfusion of allogeneic blood or no transfusion, IOCS does not lead to a more unfavorable prognosis in cancer patients (Recommended); 3) The implementation of IOCS in cancer patients is economically feasible (Recommended); 4) Leukocyte depletion filters (LDF) should be used when implementing IOCS in cancer patients (Strongly Recommended); 5) Irradiation treatment of autologous blood to be reinfused can be used when implementing IOCS in cancer patients (Recommended); 6) A careful assessment of the condition of cancer patients (meeting indications and excluding contraindications) should be conducted before implementing IOCS (Strongly Recommended); 7) Informed consent from cancer patients should be obtained when implementing IOCS, with a thorough pre-assessment of the patient's condition and the likelihood of blood loss, adherence to standardized internally audited management procedures, meeting corresponding conditions, and obtaining corresponding qualifications (Recommended). In brief, current evidence indicates that IOCS can be implemented for some malignant tumor patients who need allogeneic blood transfusion after physician full evaluation, and LDF or irradiation should be used during the implementation process.

Objective To analyze the cerebral angiographic characteristics of patients with central retinal artery occlusion(CRAO)and to study their prognosis.Methods A retrospective study was conducted,with 182 CRAO patients enrolled,who were treated at Xuanwu Hospital,Capital Medical University,the First Affiliated Hospital of Anhui Medical University,the Affiliated Suzhou Hospital of Anhui Medical University,and the People's Hospital of Shihezi City from January 1,2014,to June 1,2024.All patients underwent cerebral angiography within one month of onset.The baseline characteristics,treatment details,and follow-up data were collected.The Spearman rank correlation coefficient was used to evaluate the correlation between the characteristics of the ophthalmic artery and the ipsilateral carotid artery angiography,and Logistic regression analysis was performed to explore factors related to patient prognosis.Results Cerebral angiography results showed that 81.3％of patients had ocular blood supply from the ipsilateral internal carotid artery,12.1％from the ipsilateral external carotid artery,and 6.6％from the ipsilateral middle cerebral artery.Among the patients,80(44.0％)had varying degrees of stenosis or occlusion of the affected ophthalmic artery,with 69 patients(86.3％)showing stenosis at the origin of the ophthalmic artery.Additionally,135 patients(74.2％)had varying degrees of stenosis or occlusion of the ipsilateral carotid artery,with 110 patients(60.4％)showing stenosis at the carotid bulb,88 patients(48.3％)having unilateral carotid lesions,and 41 patients(22.5％)having multiple lesions.Correlation analysis indicated a significant correlation between the degree of stenosis in the ophthalmic artery and the carotid artery(r=0.76,P=0.006).Univariate and multivariate Logistic regression analyses revealed that the time from symptom onset to hospital admission(OR=0.93,95％CI:0.85-0.98,P=0.018),the grading of oxygenation-based hypoperfusion maculopathy(OHM)(OR=3.12,95％CI:1.09-6.34,P=0.005),intravenous thrombolysis(IVT)(OR=2.75,95％CI:1.08-5.35,P=0.031),and the absence of stenosis in the ophthalmic artery(OR=1.33,95％CI:1.02-3.41,P=0.026)were independent predictors of prognosis for CRAO patients.Conclusions The degree of stenosis in the ophthalmic artery is significantly correlated with the degree of stenosis in the carotid artery in CRAO patients.Time from symptom onset to hospital admission,OHM grading,IVT,and the absence of stenosis in the ophthalmic artery are independent factors influencing the prognosis of CRAO patients.

Objective:To explore the impacts of remimazolam(REM)on the proliferation,migration,and invasion of hepatocellular carcinoma cells by regulating sphingosine kinase 1/sphingosine 1-phosphate/sphingosine 1-phosphate receptor 3(SPHK1/S1P/S1PR3)signaling pathway.Methods:Human hepatocellular carcinoma cell line HepG2 was treated with REM at concentrations of 0,20,40,80,160,and 320 μmol/L respectively.Cell survival rate was measured,and drug concentrations were screened.Based on the results of cell survival rate,the logarithmic phase cells were di-vided into five groups:Control group,low,medium,and high concentrations of remifentanil groups(REM-L,REM-M,REM-H groups;20,40 and 80 μmol/L),and high concentrations of remifentanil+SPHK1 activator group(REM-H+K6PC-5 group).MTT assay was used to detect the survival rate of HepG2 cells.Plate cloning experiment was performed to de-tect cell proliferation ability.Scratch experiment was performed to detect cell migration ability.Transwell chamber method was performed to detect cell invasion ability.Flow cytometry was used to detect cell apoptosis.Western blot was used to detect the SPHK1,S1P,S1PR3,Bax,and Bcl-2 proteins in cells.Results:For the Control group,the REM-L,REM-M,and REM-H groups showed that the number of HepG2 cell clones,scratch healing rate,invasion rate,Bcl-2,SPHK1,S1P,S1PR3,and N-cadherin proteins gradually decreased with increasing REM concentration,while the apoptosis rate and Bax,E-cadherin proteins showed an opposite trend(P<0.05).For the REM-H group,the REM-H+K6PC-5 group showed a clear increase in the number of HepG2 cell clones,scratch healing rate,invasion rate,Bcl-2,SPHK1,S1P,S1PR3,and N-cadherin proteins,and a clear decrease in the apoptosis rate and Bax,E-cadherin proteins(P<0.05).Conclusion:REM may inhibit the proliferation,migration,and invasion of hepatocellular carcinoma cells and promote cell apoptosis by suppressing SPHK1/S1P/S1PR3 signaling pathway.

Objective To understand the current status of knowledge-attitude-practice(KAP)regarding risk of medication safety behavior among cancer patients in western Yunnan and the related influencing factors,and to provide a basis for conducting rational medication education.Methods Using an approximate random sampling method,a KAP survey on medication safety behavior was conducted among inpatients and outpatients with cancer(aged over 18 years)in multiple hospitals in western Yunnan through online and offline questionnaires.Multiple linear regression analysis was used to explore the impact of different characteristics of the research objects on the KAP scores concerning medication knowledge,behavior,and attitude.Results A total of 512 valid questionnaires were collected.The average scores of medication knowledge,attitude,and behavior among cancer patients were(82.53±23.07),(41.98±8.64),and(67.88±10.08),respectively.Medication knowledge and behavior were at a good level,while medication attitude was at a qualified level.The multiple linear regression results showed that the educational level was a significant influencing factor of the medication knowledge and attitude scores(P＜0.001).Conclusion The overall medication safety among cancer patients in western Yunnan is in a good state,however,there is a need for improvement in medication attitudes.Educational level is the main factor affecting medication safety risk.Pharmacy services should be focused on cancer patients with lower educational levels to enhance their medication safety.

The CDH23 gene is a pathogenic mutant gene of the USH1D subtype in Usher syndrome.In this study,two wild-type Cdh23 full-length plasmids(～16 kb)with different promoters were construc-ted,and fluorinated polyethylene imine(FPEI)was used as a delivery vector to transfect the house ear institute-organ of corti 1(HEI-OC1)and the optimal expression plasmid was obtained by evaluating the transfection efficiency in vitro.Firstly,the results of the synthesis of FPEI were analyzed using Fourier transform infrared absorption spectroscopy to prove the successful synthesis of FPEI.After that,the plas-mid encapsulation ability of FPEI and the surface potential and hydration diameter of the formed comple-xes were characterized by agarose gel blocking assay,Zeta potential assay,and dynamic light scattering assay.It was found that FPEI had good plasmid encapsulation ability,and the FPEI plasmid complexes were all positively charged at high mass ratio,with the distribution of particle sizes in the range of 100-300 nm.The low cytotoxicity and high transfection efficiency of FPEI in HEI-OC1 cells were verified by Cell Counting Kit-8(CCK-8)and flow cytometry.Comparing FPEI with Lipofectamine 3000 and differ-ent quality PEI(25K,40K)transfection reagents,the transfection efficiency of FPEI was found to be significantly better than that of the traditional transfection reagents.Quantitative real-time polymerase chain reaction(qRT-PCR)and Western blot results showed that the CAG promoter was better than the CMV promoter,which could be used as the optimal expression plasmid for the subsequent in vivo experi-ments.In addition,it was verified by cellular immunofluorescence that CDH23 was mainly distributed in the cytoplasm after overexpression.The above results demonstrated that FPEI can be used as an efficient delivery vector for in vitro overexpression of large genes represented by Cdh23,which provides an impor-tant experimental basis for subsequent in vivo gene therapy of USH1D syndrome.