Objective: To systematically evaluate the performance of machine learning (ML) models in predicting non suicidal self injury (NSSI) behavior among adolescents, providing an evidence based foundation for the development of clinically applicable risk assessment tools. Methods: A comprehensive search was conducted in PubMed, Embase, Web of Science, CNKI, and Wanfang databases for relevant studies from their inception to July 21, 2025. The Prediction Model Risk of Bias Assessment Tool (PROBAST) was used to evaluate the methodological quality of the included studies. Stata 18 software was used to calculate the area under the receiver operating characteristic curve (AUC) of the models, and publication bias assessment, sensitivity analysis, and Egger s test were performed. Results: The total of 12 studies (42 prediction models) involving 58 070 adolescents were included. There were 15 machine learning algorithms in total, among which Random Forest, Logistic Regression, XGBoost, and Support Vector Machines were the most frequently utilized. The most common predictors were gender (female), family function, depression, emotion regulation, and age. All 12 included studies exhibited a high risk of bias. The pooled AUC was 0.80 (95% CI =0.78-0.82), although heterogeneity was substantial ( I 2=95.8%, P <0.01). Sensitivity analysis confirmed the robustness of these findings (no overlap in 95% CI ), while Egger s test indicated the presence of publication bias ( P <0.05). Conclusions Machine learning demonstrates potential in the risk prediction of adolescent NSSI, but existing models have a high risk of bias. Future research should focus on improving methodological quality and optimizing model reliability through rigorous external validation.

Objective To systematically evaluate the risk factors for postoperative delirium (POD) in patients undergoing pneumonectomy. Methods PubMed, Web of Science, Cochrane Library, CNKI, Wanfang, and VIP databases were searched from the inception to November 7, 2024 for cross-sectional studies, case-control studies, and cohort studies on POD in patients undergoing pneumonectomy. Two researchers independently screened the literature, extracted data, and evaluated the quality of the literature. RevMan 5.4.1 software was used for meta-analysis. The Newcastle-Ottawa Scale (NOS) was used to evaluate the quality of the literature. Results A total of 12 studies were included, with 5 574 patients. The NOS scores of the literature were all≥6 points. Meta-analysis results showed that age (≥60 years) [OR=2.43, 95%CI (2.01, 2.93), P<0.01], American Society of Anesthesiologists (ASA) classification (Ⅳ) [OR=8.74, 95%CI (5.23, 14.61), P<0.01], history of diabetes [OR=12.81, 95%CI (10.45, 15.71), P<0.01], history of cerebrovascular disease [OR=3.00, 95%CI (2.46, 3.67), P<0.01], depression [OR=7.27, 95%CI (5.46, 9.67), P<0.01], squamous cell carcinoma [OR=4.79, 95%CI (1.83, 12.51), P<0.01], malnutrition [OR=5.25, 95%CI (3.35, 8.25), P<0.01], sleep disorders [OR=2.79, 95%CI (2.28, 3.42), P<0.01], and duration of one-lung ventilation during surgery [OR=1.32, 95%CI (1.11, 1.57), P<0.01] were all risk factors for POD, while high body mass index (BMI) [OR=0.96, 95%CI (0.95, 0.97), P<0.01] was a protective factor for POD. Conclusion Age (≥60 years), ASA classification (Ⅳ), history of diabetes, history of cerebrovascular disease, depression, squamous cell carcinoma, malnutrition, sleep disorders, and duration of one-lung ventilation during surgery are independent risk factors for POD, while high BMI is a protective factor.

Chronic eczema has a high prevalence in China， significantly impacting patients’ quality of life. Leveraging the unique advantages of pattern identification/syndrome differentiation and treatment， along with a holistic approach， traditional Chinese medicine （TCM）， which integrates internal and external therapies， has been widely applied in the management of chronic eczema. It has demonstrated significant efficacy and distinctive strengths in alleviating symptoms， reducing recurrence rates， maintaining disease stability， and enhancing patients’ quality of life. Oral administration of TCM（e.g. modified Longdan xiegan decoction） can improve patients’ clinical symptoms through systemic regulation. External use of TCM can directly act on the skin lesion with the help of steaming and washing， hydropathic compress， ointment and other forms. At the same time， it can effectively relieve the clinical symptoms of chronic eczema by combining with non-drug therapies such as acupuncture， moxibustion， acupoint catgut embedding， blood-letting puncture and cupping. In addition， characteristic therapies such as oral administration of TCM combined with external treatment， a combination of various external treatments and a combination of Chinese and Western medicine have also demonstrated certain advantages in regulating immune function， alleviating skin lesions， and relieving itching symptoms. These therapies cooperate with each other， creating a synergistic effect that treats both the symptoms and the root cause simultaneously. It is suggested that more high-quality， large-scale clinical research should be conducted in the future to systematically confirm the therapeutic advantages of TCM and further explore the specific molecular mechanism of action.

ObjectiveTo investigate the effects of different antiplatelet therapy regimens （aspirin versus clopidogrel at specific doses） on cognitive function， blood biomarkers and brain imaging biomarkers when used prophylactically in patients with cerebral small vessel disease （CSVD）. MethodsA randomized controlled trial was conducted involving 160 CSVD patients who were randomly assigned to four groups： aspirin group （ASA）， low-dose clopidogrel group （CLOP-50）， standard-dose clopidogrel group （CLOP-75）， and control group （HC）. Cognitive function ［auditory verbal learning test-immediate recall （AVLT-IR）， auditory verbal learning test-short-delay recall （AVLT-SDR）， auditory verbal learning test-long-delay recall （AVLT-LDR）， hamilton anxiety rating scale （HAMA）， and hamilton depression rating scale （HAMD）， ADL（activities of daily living scale ）， （ascertain dementia 8-item questionnaire，AD8）］， blood biomarkers ［platelet count （PLT） and mean platelet volume （MPV）］， and CSVD-related imaging biomarkers ［white matter hyperintensities （WMH） and cerebral microbleeds （CMB）］ were assessed in all groups at baseline and at the 6-month follow-up. ResultsAfter 6 months of treatment， within-group comparisons showed that， compared with baseline， the ASA group had significantly increased scores on the AVLT immediate recall （AVLT-IR）， short-delay recall （AVLT-SDR）， and long-delay recall （AVLT-LDR） （P<0.05）. The CLOP-75 group showed significantly decreased HAMA and HAMD scores （P<0.05）， along with a significant increase in AVLT-LDR scores （P<0.05）. The number of CMBs increased from baseline in both the ASA and CLOP-75 groups （P<0.05）， whereas no statistically significant changes in blood biomarkers were observed in either group. By contrast， the CLOP-50 and HC groups showed no significant changes in cognitive function， blood biomarkers， or CSVD-related imaging biomarkers compared with baseline （all P<0.05）. Comparisons between groups showed that the AVLT-LDR scores and the number of CMBs increased faster in the ASA group than in the HC group （β=-0.187， P=0.04； β=-0.805， P<0.001）. In addition， the rate of CMB increase was also faster in the ASA group than in the CLOP-50 group （β=-0.695， P<0.01）. The ADL scores increased faster in the HC group than in the ASA group （β=0.170， P=0.02）. The AD8 scores decreased faster in the CLOP-75 group than in the HC group （β=-0.128， P=0.04）， but the rate of CMB increase in the CLOP-75 group was also faster than that in the HC group （β=0.604， P=0.04）. ConclusionIn CSVD patients， aspirin 100 mg or clopidogrel 75 mg improves cognitive function but increases the risk of cerebral hemorrhage. Clopidogrel 50 mg shows no short-term clinical benefit or imaging improvement.

ObjectiveTo investigate the feasibility and efficacy of modified video-endoscopic inguinal lymphadenectomy （M-VEIL）， guided by the layer surgery concept， in reducing postoperative complications in patients with penile cancer. MethodsA retrospective analysis was conducted on 27 patients with penile cancer who underwent bilateral laparoscopic inguinal lymphadenectomy at the Affiliated Hospital of Qingdao University between March 2018 and March 2022. All patients had undergone prior penile surgery. M-VEIL followed a standardized four-step procedure guided by fascial planes to achieve compartment-oriented resection， with deep lymphatic trunks ligated by silk sutures and endoscopic compression suture of the skin to the muscle layer using 4-0 absorbable threads. ResultsPreoperative physical examinations and imaging findings revealed bilateral inguinal lymphadenopathy， and no distant metastases were detected in any patient. Among the 27 patients， 12 underwent traditional video-endoscopic inguinal lymphadenectomy （T-VEIL； mean age 61.08±12.75） years and 15 underwent M-VEIL （mean age 54.47±14.64） years. All 27 operations were successfully completed without conversion to open surgery. No significant differences were observed between the two groups in operative time， intraoperative blood loss， postoperative hospital stay， number of lymph nodes retrieved， or lymph node positivity rate （all P >0.05）. Drain removal time was significantly shorter in the M-VEIL group （15.93±6.89 days vs. 23.33±10.42 days； P＜0.05）. Lymphatic leakage （2 vs. 8 patients） and surgical site infection （1 vs. 6 patients） occurred less frequently in the M-VEIL group （both P ＜0.05）. No significant differences were found in lymphocele， flap necrosis， lymphedema， or lower limb edema between the two groups （all P >0.05）. During postoperative follow-up for 1-3 years， 2 patients developed pelvic lymph node metastases， while the remaining 25 showed no evidence of local or pelvic recurrence. ConclusionCompared with T-VEIL， M-VEIL appears to reduce postoperative complications and shorten drain removal time in patients undergoing inguinal lymphadenectomy for penile cancer， while providing favorable clinical outcomes. Preliminary evidence suggests that M-VEIL is a safe and feasible modified procedure.

Objective:To explore the effects of Ziyu Ointment on granulation tissue,TGF-β and downstream Smad protein in the process of wound healing in rats by constructing a rat model of back trauma.Methods:A rat model of back trauma was constructed,and 100 SD male rats were separated into healthy group,back trauma group,Ziyu Ointment treatment group,petrolatum treatment group,Ziyu Ointment+TGF-β1 activation group,with 20 per group.Wound formation surgery was performed,and wound healing of rats in each group was recorded at 5th,10th,and 15th day after operation;the levels of IL-6,IL-1β and TNF-α in the serum of rats in each group were detected;the granulation tissue formed by wound healing at 15th day was selected for HE and Masson staining,the proportion of blood vessel area and collagen area of granulation tissue of rats in each group were analyzed and calculated;the mRNA expression levels of TGF-β1 and Smad3 in granulation tissues of rats in each group were detected by fluorescence quantitative PCR;the expression levels of TGF-β1,Smad3 and p-Smad3 in granulation tissues of rats in each group were detected by Western blot.Results:The healthy group rats had complete epidermal tissue;the levels of serum IL-6,IL-1β,TNF-α,the expression of TGF-β1 mRNA and protein in the wound granulation tissue,and the phosphorylation of Smad3 in the back trauma group were obviously higher than the healthy group(P<0.05);compared with back trauma group,the wound healing rate,proportion of collagen area,and propor-tion of blood vessel area in Ziyu Ointment treatment group and petrolatum treatment group were obviously increased,the serum IL-6,IL-1β,TNF-α contents,TGF-β1 mRNA and protein expression,and Smad3 phosphorylation were obviously decreased(P<0.05);compared with Ziyu Ointment treatment group,the petrolatum treatment group,Ziyu Ointment+TGF-β1 activation group had obviously lower wound healing rate,collagen area percentage,and blood vessel area percentage,and obviously lower serum IL-6,IL-1β,TNF-α contents,TGF-β1 mRNA and protein expression and Smad3 phosphorylation(P<0.05).Conclusion:Ziyu Ointment can inhibit the expression of related genes and proteins by regulating the TGF-β/Smad signal pathway,thereby alleviating inflammation and promoting wound healing.

OBJECTIVE To explore the mechanism of gallic acid targeting β-arrestin2 to inhibit astrocyte inflammation.METHODS Potential targets of gallic acid were found by PharmMapper and verified by thermal shift and molecular docking experi-ments.Western blot was used to detect the expression of β-arrestin2,NF-κB signaling pathway and NLRP3 inflammasome-related proteins;qPCR was used to detect the mRNA levels of proinflammatory cytokines such as IL-1β,IL-6 and TNF-α.A subacute PD mouse model induced by MPTP was established,and the behavioral ability of mice was evaluated by open field test,rotating rod test and climbing pole test;the number of TH+and GFAP+cells in the SNc area of mice was detected by immunohistochemistry;Western blot was used to detect the expression of NF-κB signaling pathway and NLRP3 inflammasome-related proteins in the homogenate pro-tein of mouse midbrain tissue.RESULTS Molecular docking experiments and thermal shift experiments showed that gallic acid could directly bind to β-arrestin2.Gallic acid could reduce the expression of p-IKK and p-P65 proteins in astrocytes(P<0.001,P<0.000 1),reduce the mRNA levels of IL-1β,IL-6 and TNF-α(P<0.05,P<0.01),and reduce the expression of caspase-1 and IL-1β proteins(P<0.000 1),but had no effect on the expression of β-arrestin2 protein(P>0.05).Gallic acid could improve the be-havioral ability of PD model mice,increase the number of TH+neurons and GFAP+cells in PD model mice(P<0.05,P<0.001),and reduce the expression of caspase-1,IL-1β,NLRP3 and p-IKK proteins in the brain of PD model mice(P<0.05).CONCLU-SION Gallic acid inhibits the activation of NF-κB signaling pathway and NLRP3 inflammasome by binding to β-arrestin2 to reduce astrocyte inflammation,and has a neuroprotective effect on MPTP-induced PD model mice.

Objective:To investigate the distribution and clinical significance of amniotic fluid karyotype results in 2 725 cases from southern Anhui.Methods:The karyotypes of amniotic fluid from 2 725 cases of second-trimester pregnant women treated in our hospital from Jan 2017 to Dec 2023 were collected.The annual abnormal detection rate and overall abnormal rate were analyzed.Meanwhile,the abnormal detection rate was compared among 8 groups of different clinical indication including adverse pregnancy history,advanced maternal age(≥35 years),high risk of Down syndrome screening,high risk of non-invasive prenatal testing(NIPT),nuchal translucency thickness(NT)≥2.5 mm,abnormal ultrasound findings,two or more concurrent positive indications,and others.The abnormal detection rate was calculated within high risk of Down syndrome screening and NIPT.Results:Significant differences in annual abnormal rates were observed from 2017 to 2023(χ2=19.705,P=0.003).Among 2 725 cases,233(8.55%)showed abnormal karyotypes.Among them,abnormal autosomal number was the most prevalent(4.41%,120/2 725),with inversion being the most common chromosome structural abnormality.Significant differences in abnormal rates were noted among the eight clinical indication groups(χ2=438.516,P＜0.01).No statistical difference was found in abnormal detection rates among the three high-risk subgroups of Down syndrome screening(χ2=0.323,P=0.851),while significant differences were observed within the high-risk subgroups of NIPT(χ2=100.901,P＜0.01).Polymorphisms were detected in 65 cases(2.38%).Conclusions:Chromosomal numerical and structural abnormalities have been detected in southern Anhui over the past seven years,with variations across subgroups.Karyotype analysis effectively detects second-trimester fetal chromosomal abnormalities,aiding in the prevention of birth defects and worthing clinical application.

Taking Ruikang Hospital Affiliated to Guangxi University of Chinese Medicine as an example,this paper sum-marizes the important role and practical experience of new cultural development in promoting the hospital's high-quality growth.It explores pathways for new cultural development to facilitate the high-quality advancement of integrated traditional Chinese and Western medicine hospitals,aiming to provide valuable practical guidance and theoretical support for such hospitals in the context of the new era.

Objective:To investigate the radiation field distribution characteristics in a 9 MeV electron FLASH (e-FLASH) linear accelerator treatment room.Methods:The Geant4 Monte Carlo program was employed for physical simulating of the radiation field distribution inside and outside the treatment room under a single-beam delivery condition with a total dose of 50 Gy at the reference point and a dose rate of 250 Gy/s. High-sensitivity radiation detectors (AT1123) were used to validate the measurements at key points.Results:The dose rate at the reference point was approximately 9×10 11 μSv/h. Due to the scattering and shielding effects, the deviation of the attenuation rate from the inverse-square law was observed and the isodose lines exhibited spatial drift. Measured dose rates at key points showed good agreement with the simulation result, with a maximum deviation within 30%. Conclusions:The complex radiation field distribution can be effectively simulated using Geant4 in an e-FLASH treatment room. This indicated the Geant4 is not only applicable for the shielding calculations in e-FLASH radiotherapy facilities, but also for the design optimization through, reduction of trial-and-error iterations and engineering costs.