With the rapid development of generative artificial intelligence(GAI)technologies,their widespread application in academic research and writing is continuously expanding the boundaries of sci-entific inquiry.However,this trend has also raised a series of ethical and regulatory challenges,inclu-ding issues related to authorship,content authenticity,citation accuracy,and accountability.In light of the growing involvement of AI in generating academic content,establishing an open,controllable,and trustworthy ethical governance framework has become a key task for safeguarding research integrity and maintaining trust within the academic community.This expert consensus outlines ethical requirements across key stages of AI-assisted academic writing-including topic selection,data management,citation practices,and authorship attribution.It aims to clarify the boundaries and ethical obligations surrounding AI use in academic writing,ensuring that technological tools enhance efficiency without compromising in-tegrity.The goal is to provide guidance and institutional support for building a responsible and sustainable research ecosystem.

Objective To explore the value of radiomics model and deep learning model based on unenhanced MRI in predicting microvascular invasion(MVI)of hepatocellular carcinoma(HCC)preoperatively.Methods A total of 189 patients with postopera-tive pathologically confirmed HCC from two centers were retrospectively selected,of which 119 cases from Zhujiang Hospital of Southern Medical University were used as the training set[60 cases with negative MVI,59 cases with positive MVI],and 70 cases from Shenzhen People's Hospital were used as the external test set[38 cases with negative MVI and 32 cases with positive MVI].Clinical indicators were analyzed by univariate and multivariate logistic regression analysis and the independent predictors of positive MVI were screened.Deep transfer learning(DTL)and traditional radiomics methods were used to construct radiomics model and deep learning model based on unenhanced MRI.The predictive performances of each model were compared using receiver operating charac-teristic(ROC)curves and area under the curve(AUC).DeLong test was employed to compare statistical differences in performance of the models.Results Alkaline phosphatase(ALP)and prothrombin time(PT)were independent predictors of positive MVI(P<0.05).The deep learning model based on T2WI had the best predictive efficacy,with AUC of 0.779[95%confidence interval(CI)0.696-0.863]and 0.741(95%CI 0.620-0.861)in the training set and external test set,respectively,and there were statistically significant differences compared with the radiomics model and the clinical model based on T1WI(P<0.05).Conclusion Deep learning model based on T2WI has a certain application value in preoperative noninvasive prediction of MVI status in HCC patients.

Objective:To prepare a nano-barium titanate@gold Schottky junction (nano-BaTiO 3@Au) coating and investigate its effects on the adhesion, proliferation, and osteogenic differentiation of bone marrow stem cells (BMSCs), aiming to explore a titanium surface modification strategy with superior osteogenic activity. Methods:Pure titanium specimens served as the control group (Ti group). Titanium dioxide coatings were prepared on their surfaces via anodic oxidation. Nano-barium titanate (nBTO group) was further synthesized using the hydrothermal method. Gold nanoparticles were grown in situ on the nano-BaTiO 3 via high-temperature reduction of chloroauric acid using sodium citrate, yielding the nano-barium titanate@gold Schottky junction coating (nBTO@Au group). Surface morphology was observed by scanning electron microscopy (SEM). Elemental composition was analyzed using X-ray energy dispersive spectrum (EDS) and X-ray photoelectron spectroscopy (XPS). Crystal structure was analyzed using X-ray diffraction (XRD) and Raman spectroscopy. Hydrophilicity was assessed via water contact angle measurement. Specimens were co-cultured with BMSCs to evaluate biocompatibility and osteogenic properties. Cell proliferation on days 1, 3, 5, and 7 was assessed using the cell counting kit-8 (CCK-8) assay. Cytotoxicity towards BMSCs was assessed using live/dead cell staining. Cell morphology and adhesion were observed using cytoskeleton staining. Alkaline phosphatase (ALP) expression in BMSCs after 7 days was quantified using an ALP activity assay and ALP staining. Extracellular matrix mineralization after 7 days was evaluated using alizarin red staining and quantification assay. Each experiment was performed using three specimens per group. Results:Scanning electron microscopy revealed that gold nanoparticles with the diameter of(14.838±0.718) nm, uniform in size and homogeneously distributed, were successfully grown in situ on the surface of the nBTO coating. EDS and XPS confirmed the presence of Ba, Ti, O, and Au elements in the nBTO@Au composite coating. XRD and Raman spectroscopy analysis indicated that the nanostructured barium titanate (nBTO) coating was synthesized via a hydrothermal method.Water contact angle measurements showed that the contact angle was 66.8°± 0.45° for the control group, 22.55°±0.42° for the nBTO group, and 26.78°±1.15° for the nBTO@Au group, indicating good hydrophilicity of both nBTO and nBTO@Au coatings. On day 1 and day 3 of culture, the cell proliferation in the nBTO group was significantly lower than that in the control group ( P<0.05). In contrast, no significant differences were observed between the nBTO@Au group and either the control group or the nBTO group (all P>0.05). By day 5, the cell proliferation of nBTO@Au groups was significantly lower than that of the control group ( P<0.05), and the cell proliferation of nBTO group was significantly lower than that of the control group and that of the nBTO@Au group ( P<0.05). By day 7, there were no statistically significant differences in cell proliferation among all experimental groups ( F=1.62, P>0.05).Live/dead cell staining demonstrated that the cell survival rate exceeded 90% in all groups, with normal morphology and few dead cells, indicating good biocompatibility of the nBTO@Au coating. Compared to the control group, both nBTO and nBTO@Au groups promoted cell adhesion and spreading, although no significant difference in cell morphology was noted between the two modified groups. ALP staining revealed a larger stained area and deeper coloration in the nBTO@Au group. Quantitative results showed that ALP activity in the nBTO@Au group was significantly higher than that in both the nBTO and control groups ( P<0.05), and the nBTO group also exhibited significantly higher activity than the control group( P<0.05). Alizarin red staining indicated the deepest coloration in the nBTO@Au group, followed by the nBTO group, and the lightest in the control group. Quantitative analysis further confirmed that the amount of calcium nodule deposition in the nBTO@Au group was significantly greater than that in the other two groups ( P<0.05), and the nBTO group also showed significantly more deposition than the control group( P<0.05). Conclusions:This study successfully prepared an nBTO@Au coating possessing good biocompatibility and enhanced osteogenic properties.

Objective To investigate the influencing factors of antibiotic-associated diarrhea(AAD)following congenital heart disease(CHD)surgery in pediatric patients,develop a nomogram-based predictive model,and validate its efficacy.Methods A retrospective analysis was conducted on the clinical data of pediatric patients who underwent CHD surgery in the Pediatric Intensive Care Unit(PICU)of a tertiary hospital in Guang-dong Province from July 2022 to July 2024.Patients were categorized into an AAD group and a non-AAD group.Univariate and multivariate logistic regression analyses were performed to identify risk factors for AAD occurrence following CHD surgery.A risk prediction model was developed,and a nomogram was constructed.The predictive performance of the model was evaluated using the Receiver Operating Characteristic(ROC)curve to calculate the area under the curve(AUC),the Hosmer-Lemeshow goodness-of-fit test,calibration curves,and clinical decision curve analysis.External validation of the model was conducted using data from patients in the Surgical Intensive Care Unit(SICU).Results The incidence of AAD following CHD surgery was 48.52%(229 out of 472 cases).Risk factors for AAD included the combined use of antibiotics,mechanical ventilation,elevated C-reactive protein levels,prolonged surgical duration,and extended antibiotic usage time(all with OR>1,P<0.05).Conversely,probiotic administration was identified as a protective factor(OR<1,P<0.05).The predictive model demon-strated excellent discrimination,as evidenced by the ROC curve areas:0.922(95%CI:0.894～0.951)in the modeling group,0.886(95%CI:0.838～0.915)in the internal validation group,and 0.862(95%CI:0.784～0.941)in the external validation group.Additionally,the model exhibited satisfactory calibration,as indicated by the Hosmer-Lemeshow test results:χ2=7.96,P=0.538 in the modeling group;χ2=4.24,P=0.895 in the inter-nal validation group;and χ2=9.923,P=0.270 in the external validation group.Furthermore,the model provided significant clinical utility.Conclusions Combined antibiotic use,duration of antibiotic therapy,mechanical ventilation,surgical duration,C-reactive protein(CRP)levels,and probiotic administration are key factors influ-encing the occurrence of AAD.The risk prediction model developed based on these variables demonstrates robust predictive performance and can serve as a valuable reference for the development and implementation of preventive and therapeutic strategies in clinical practice.

Insulin is an important protein hormone that participates in multiple metabolic pathways.Biosynthetic insulin has been widely used in the treatment of type 1 and type 2 diabetes.Currently,the number of reported cases of insulin overdose both at home and abroad is gradually increasing,and insulin homicide is no longer a means of"committing murder without leaving a trace".At present,there are no systematic protocols for the identification of insulin overdose in the field of forensic medi-cine in China.This article introduces the causes,toxicological characteristics,forensic examination,labo-ratory testing methods and indicator reference of insulin overdose.Based on the identification practice and research results and referring to relevant studies on insulin overdose at home and abroad,this pa-per aims to provide recommendations and references for the formulation of forensic identification guide-lines for insulin overdose cases.

Objective:To compare the clinical efficacy and safety of nanomicroneedle- versus ultrasound-mediated delivery of tranexamic acid for the treatment of melasma.Methods:A prospective, randomized, controlled study was conducted. Patients with melasma were collected from the Department of Dermatology, Guangzhou Dermatology Hospital from March 2023 to May 2024, and divided into a nanomicroneedle group (receiving nanomicroneedle-mediated delivery of tranexamic acid) and an ultrasound group (receiving ultrasound-mediated delivery of tranexamic acid) using the random number table method. Both groups underwent the treatment once a week for a total of 8 sessions. At week 12, outcomes including melasma area and severity index (MASI) scores, treatment response rates, VISIA brown spot scores, pain scores, and adverse reactions were evaluated and compared between the two groups. Statistical analyses were carried out using two-independent-sample t test, Mann-Whitney U test, and chi-square test. Results:A total of 80 patients with melasma were included, with 40 in each group. In the nanomicroneedle group, the patients were aged 40.35 ± 7.39 years (range: 25 - 55 years), with the disease duration being 8.45 ± 4.77 months (range: 1 - 16 months) ; in the ultrasound group, the patients were aged 40.25 ± 7.76 years (range: 25 - 55 years), and their disease duration was 10.45 ± 5.07 months (range: 2 - 17 months) ; there were no significant differences in ages or disease duration between the two groups (both P > 0.05). At week 12, both groups demonstrated reduced MASI scores compared to baseline scores, and the MASI scores were significantly lower in the nanomicroneedle group ( M[ Q1, Q3]: 5.80[4.20, 9.35]) than in the ultrasound group (8.65[5.70, 10.80], Z = 2.50, P = 0.012). The overall response rate was significantly higher in the nanomicroneedle group (97.5%, 39/40) than in the ultrasound group (55.0%, 22/40; χ2 = 19.95, P < 0.001). The lateral facial VISIA brown spot scores were also significantly lower in the nanomicroneedle group (left side: 126.18 ± 36.54 points; right side: 138.50 ± 40.76 points) than in the ultrasound group (left side: 142.37 ± 32.40 points; right side: 157.13 ± 39.59 points; t = -2.10, -2.07, P = 0.039, 0.041, respectively). In the nanomicroneedle group, the pain scores were 4.12 ± 1.47 points, and varying severity of adverse reactions such as erythema, edema and dryness occurred after operation, all of which resolved spontaneously within 48 hours. No marked adverse reactions were observed in the ultrasound group. Conclusion:Nanomicroneedle-mediated delivery of tranexamic acid demonstrated superior clinical efficacy and favorable safety profiles compared to the ultrasound-mediated delivery, providing more options for the treatment of melasma.

Objective:To compare the clinical efficacy and safety of nanomicroneedle- versus ultrasound-mediated delivery of tranexamic acid for the treatment of melasma.Methods:A prospective, randomized, controlled study was conducted. Patients with melasma were collected from the Department of Dermatology, Guangzhou Dermatology Hospital from March 2023 to May 2024, and divided into a nanomicroneedle group (receiving nanomicroneedle-mediated delivery of tranexamic acid) and an ultrasound group (receiving ultrasound-mediated delivery of tranexamic acid) using the random number table method. Both groups underwent the treatment once a week for a total of 8 sessions. At week 12, outcomes including melasma area and severity index (MASI) scores, treatment response rates, VISIA brown spot scores, pain scores, and adverse reactions were evaluated and compared between the two groups. Statistical analyses were carried out using two-independent-sample t test, Mann-Whitney U test, and chi-square test. Results:A total of 80 patients with melasma were included, with 40 in each group. In the nanomicroneedle group, the patients were aged 40.35 ± 7.39 years (range: 25 - 55 years), with the disease duration being 8.45 ± 4.77 months (range: 1 - 16 months) ; in the ultrasound group, the patients were aged 40.25 ± 7.76 years (range: 25 - 55 years), and their disease duration was 10.45 ± 5.07 months (range: 2 - 17 months) ; there were no significant differences in ages or disease duration between the two groups (both P > 0.05). At week 12, both groups demonstrated reduced MASI scores compared to baseline scores, and the MASI scores were significantly lower in the nanomicroneedle group ( M[ Q1, Q3]: 5.80[4.20, 9.35]) than in the ultrasound group (8.65[5.70, 10.80], Z = 2.50, P = 0.012). The overall response rate was significantly higher in the nanomicroneedle group (97.5%, 39/40) than in the ultrasound group (55.0%, 22/40; χ2 = 19.95, P < 0.001). The lateral facial VISIA brown spot scores were also significantly lower in the nanomicroneedle group (left side: 126.18 ± 36.54 points; right side: 138.50 ± 40.76 points) than in the ultrasound group (left side: 142.37 ± 32.40 points; right side: 157.13 ± 39.59 points; t = -2.10, -2.07, P = 0.039, 0.041, respectively). In the nanomicroneedle group, the pain scores were 4.12 ± 1.47 points, and varying severity of adverse reactions such as erythema, edema and dryness occurred after operation, all of which resolved spontaneously within 48 hours. No marked adverse reactions were observed in the ultrasound group. Conclusion:Nanomicroneedle-mediated delivery of tranexamic acid demonstrated superior clinical efficacy and favorable safety profiles compared to the ultrasound-mediated delivery, providing more options for the treatment of melasma.

Objective To investigate the role of the neutrophil-to-lymphocyte ratio(NLR)in predicting the in-hospital mortality risk of patients with acute aortic dissection(AAD)in multicenter hospitals.Methods A multicenter retrospective cohort study was conducted.Clinical data were collected from 2642 AAD patients who were hospitalized in five teaching hospitals:Tongji Hospital Affiliated to Tongji Medical College of Huazhong University of Science and Technology,Henan Provincial People's Hospital,Fuwai Central China Cardiovascular Hospital,the Third Affiliated Hospital of Xinxiang Medical University,and the Second Affiliated Hospital of Chongqing Medical University between August 2010 and December 2021.According to the quartiles of serum NLRlevels,the patients were divided into four groups:first quartile(Q1,n=660),second quartile(Q2,n=661),third quartile(Q3,n=661),and fourth quartile(Q4,n=660).The clinical characteristics and biochemical indicators of each group were compared.Partial correlation analysis was used to assess the relationship between NLR and cardiovascular parameters.Restricted cubic splines,Kaplan-Meier survival analysis,and Cox regression models were employed to evaluate the association between NLR levels and in-hospital mortality risk in AAD patients.Results The median age of all patients was 54[interquartile range(IQR):46-63]years,including 2096 males and 546 females.Compared with Q1-Q3 groups,patients inQ4group had a lower incidence of smoking history and diabetes history,and were more likely to have DeBakey type Ⅰ AAD(P＜0.05).Additionally,the levels of aspartate aminotransferase,high-density lipoprotein cholesterol,creatinine,and D-dimer in Q4 group were higher,while the levels of triglycerides and C-reactive protein(CRP)were lower(P＜0.01).The results of partial correlation analysis showed that the plasma NLR level was positively correlated with D-dimer(r=0.43,P＜0.01)and creatinine(r=0.16,P＜0.01).The restricted cubic spline function in the Cox model revealed a significant non-linear relationship between the plasma NLR level and clinical outcomes in AAD patients(P＜0.01).Kaplan-Meier survival analysis indicated that patients in Q4 group had the highest in-hospital mortality rate compared with Q1-Q3 groups(P＜0.0001).Furthermore,multivariate Cox regression analysis demonstrated that compared with Q1 group,the hazard ratio(HR)of NLR in Q4 group was 1.77(95％CI 1.33-2.37,P＜0.001),which was an independent risk factor for the primary endpoint events.Conclusion A higher plasma NLR level is significantly associated with the occurrence of cardiovascular events in AAD patients,and this association remains significant even after adjusting for potential confounding factors such as the multicenter visiting hospitals.

With the rapid development of deep learning(DL)technology,its potential applications in the medical field have become increasingly prominent.As a refractory disease,osteonecrosis of the femoral head(ONFH)has certain limitations in traditional diagnostic and therapeutic approaches.The application of DL technology is expected to overcome these limitations and improve diagnosis and treatment outcomes.At present,the applications of DL models-including enhancing image clarity,improving diagnostic accuracy and efficiency,conducting prognostic evaluations,optimizing preoperative planning,assisting intraoperative imaging,and customizing personalized treatment plans-have fully demonstrated their tremendous potential in the diagnosis and treatment of ONFH.This review summarizes the current application status of DL in ONFH diagnosis and treatment,aiming to provide references and insights for future related research.

The global myopia epidemic presents a significant public health challenge, necessitating diverse intervention strategies. The primary objective of myopia management is to achieve a dual therapeutic effect: providing children with clear, comfortable, and sustained vision, while also curbing rapid myopic progression to prevent high myopia. Optical interventions based on the theory of peripheral retinal defocus have become first-line treatments owing to their dual capacity for vision correction and axial elongation control. For children with myopia who show suboptimal response to defocus-based optical interventions, combination therapy has gradually emerged as a new clinical trend. Current combination strategies primarily include defocus-based optical interventions combined with low-concentration atropine, red-light therapy, and vision training, among others. This review summarizes available evidence on these three combination strategies, focusing on clinical efficacy, safety, and underlying mechanisms, with the aim of supporting evidence-based and personalized myopia management plans for clinicians.