Objective To explore the application value of three mainstream large language models in the diagnosis, differential diagnosis, and treatment decision support of the primary diseases related to pediatric liver transplantation. Methods Seventy-nine cases of pediatric liver transplantation-related diseases diagnosed through pathological or clinical follow-up data were collected from Renji Hospital, Shanghai Jiao Tong University School of Medicine or published high-quality case reports. These cases covered 25 types of primary diseases such as cholestatic liver disease, metabolic diseases, and tumors. Standardized prompts were used to input the case information into the DeepSeek-R1, ChatGPT-4o and Grok-3 models, and the accuracy of their preliminary diagnosis and differential diagnosis based on basic clinical data was evaluated. The final diagnosis accuracy and the response time after supplementary examination were also assessed, as well as the completeness and rationality of their analysis of disease treatment principles. Results In the initial diagnosis and differential diagnosis stage, the comprehensive accuracy of DeepSeek-R1 was the highest [72.1%, 95% confidence interval (CI) 61.4% - 80.8%], and there was a statistically significant difference in the comprehensive accuracy of the three models for initial diagnosis (P = 0.008). After adding further examination information, the final diagnosis accuracy of the three models increased, with DeepSeek-R1 at 88.6% (95% CI 79.7% - 93.9%), ChatGPT-4o at 87.3% (95% CI 78.2% - 93.0%), and Grok-3 at 78.5% (95% CI 68.2% - 86.1%). There was no statistically significant difference among the three models (P = 0.05). The scores given by experts for the treatment principles showed good consistency (Kappa = 0.769). In addition, the response time of ChatGPT-4o is shorter than that of the other two models [(24 ± 7) s]. Conclusions Large language models demonstrate good efficacy in the diagnosis and treatment decision-making process of various pediatric liver diseases, have a good application prospect for auxiliary diagnosis and decision support, and are expected to help improve the accuracy and efficiency of clinical diagnosis and treatment of pediatric liver transplantation-related primary diseases.

In recent years， repetitive transcranial magnetic stimulation （rTMS） has garnered significant attention as a therapeutic approach for sleep disorders in the elderly. However， the prevailing rTMS protocols are predominantly developed based on normative neurophysiological data derived from young adults and fail to incorporate individualized parameters tailored to the brain characteristics of the elderly. To address this gap， the consensus development group synthesized the latest evidence from 2010 to 2025 and established a standardized rTMS protocol specifically for elderly patients with sleep disorders. Adhering to the Appraisal of Guidelines for Research and Evaluation II （AGREE II） framework， systematically screened randomized controlled trials （RCTs） and systematic reviews regarding rTMS in the treatment of sleep disorders across various conditions. Meanwhile， the Grading of Recommendations Assessment， Development and Evaluation （GRADE） system was employed to rigorously grade the quality of evidence and the strength of recommendations. This consensus guideline delineates precise rTMS protocols for the management of sleep disorders in the elderly， highlights the adjustment of stimulation intensity according to scalp-cortex distance recommends either MRI‑guided neuronavigation or the Beam F3/F4 heuristic approach for accurate target localization， thereby providing precise rTMS intervention protocol for sleep disorders in the elderly， aiming to enhance clinical efficacy while ensuring treatment safety. ［Funded by National Key Research and Development Program （number， 2023YFC3603200）； General Program of Shenzhen Science and Technology Innovation Commission （number， JCYJ20240813112859008， JCYJ20240813112900002）； Youth Program of Shenzhen Kangning Hospital （number， KN2023A004）； www.guidelines-registry.cn number， PREPARE-2026CN530］

Objective:To explore the correlations between the monocytes/high-density lipoprotein ratio (MHR), alkaline phosphatase (ALP), and all-cause mortality in patients undergoing maintenance peritoneal dialysis (PD), and to provide references for clinical prevention and treatment strategies.Methods:A retrospective analysis was conducted on the clinical data of 336 PD patients who were treated in the Affiliated Hospital of Jining Medical University from June 2014 to August 2023. According to the survival status of the patients during the follow-up period, they were divided into the death group ( n=55) and the survival group ( n=281). The differences in clinical data, blood routine, laboratory biochemical indicators, monocyte count, high-density lipoprotein cholesterol, and ALP indicators between the two groups were collected and compared. Multivariate Cox regression analysis was used to screen the risk factors for all-cause mortality in PD patients, and Pearson correlation analysis was used to evaluate the correlation between the survival time of patients and related indicators. Results:In this study, there were 55 patients who died of all causes. The causes of death were cardiovascular events in 26 cases (47.27%), gastrointestinal bleeding in 3 cases (5.45%), infection in 7 cases (12.73%), multiple organ failure in 8 cases (14.55%), and unexplained death in 11 cases (20.00%). There was no statistically significant difference in gender, age, weight, serum parathyroid hormone (PTH), and total cholesterol (TC) between the death group and the survival group (all P>0.05). The treatment time, neutrophil count, red blood cell volume distribution width (RDW), ALP, blood uric acid (UA), blood calcium, MHR and creatinine in the death group were all higher than those in the survival group (all P<0.05), while the lymphocyte count was lower than that in the survival group ( P<0.05). The Cox risk model showed that MHR, ALP, treatment duration, neutrophil count, lymphocyte count, RDW, UA, and creatinine were independent risk factors for all-cause mortality in PD patients ( OR=1.578, 2.881, 1.021, 1.122, 1.476, 2.231, 1.018, 1.008, all P<0.05); Pearson correlation analysis revealed that the survival time of PD patients was negatively correlated with MHR and ALP ( r=-0.305, -0.246, all P<0.05). Conclusions:The levels of MHR and ALP are closely related to the risk of all-cause mortality in PD patients and are independent risk factors for all-cause mortality in patients.

Aim To identify the chemical components of Angelica sinensis(AS)and explore the mechanism of AS in activating blood circulation.Methods UP-LC-Q-TOF-MS was used to identify the chemical com-ponents of AS.The changes of syndrome and patholog-ical section of heart in rats were observed.Hemody-namics and proteomics were measured.Results A to-tal of 270 compounds were identified from AS.It showed that rats of Angelica sinensis group were greatly improved such as arched back,shrugged fur,huddled up and less mobile,purplish paws and tails,whitish ear margins and nasolabial lips,reduced drinking and feed-ing,and slow response to external stimuli;mildly disor-dered myocardial fibre arrangement,myofibre arrange-ment was tighter than that of model group,myocardial fibres were narrower and close to normal,and mild oe-dema,exudation,and inflammatory cell infiltration could be seen in the surrounding area;SAP was signif-icantly lower and LVSP was significantly higher in An-gelica sinensis group(P＜0.05).Proteomics showed that 62 differential proteins were screened in Angelica sinensis group compared to model,GO function were concentrated in the extracellular matrix,cytoskeletal proteins binding and protein hydrolysis negatively regu-lated.KEGG pathway were enriched in signalling path-ways such as complement and coagulation cascades,cellular focal adhesion,leukocyte transendothelial mi-gration and chemokine signalling pathways.Conclu-sions AS probably through the expression of proteins,which modulate the signalling pathways of the comple-ment and coagulation cascade reactions and the con-traction of vascular smooth muscle.

Objective To explore the bioactive components in Jiawei Xiaoyao Pills(JWXYP)and their mechanisms for alleviating depression-like behaviors.Methods The active compounds,key targets,and pathways of JWXYP were identified using TCMSP and TCMIP databases.Thirty-six SD rats were randomized equally into 6 groups including a control group and 5 chronic unpredictable mild stress(CUMS)-induced depression groups.After modeling,the 5 model groups were treated with daily gavage of normal saline,1.8 mg/kg fluoxetine hydrochloride(positive control drug),or JWXYP at 1.44,2.88,and 4.32 g/kg.The depression-like behaviors of the rats were evaluated using behavioral tests,and pathological changes in the liver and hippocampus were examined with HE staining.The biochemical indicators in the serum and brain tissues were detected using ELISA.Serum metabolomics analysis was performed to identify the differential metabolites using OPLS-DA,and gut microbiota changes were analyzed using 16S rDNA sequencing.Results Network pharmacology revealed that menthone and paeonol in JWXYP were capable of penetrating the blood-brain barrier to regulate inflammatory pathways and protect the nervous system.In the rat models subjected to CUMS,treatment with JWXYP significantly improved body weight loss,sucrose preference and open field activities,reduced liver inflammation,alleviated structural changes in the hippocampal neurons,decreased serum levels of TNF-α,IL-1β,IL-6 and LBP,and increased 5-HT and VIP concentrations in the serum and brain tissue,and these effects were the most pronounced in the high-dose group.Metabolomics analysis showed changes in such metabolites as indole-3-acetamide and acetyl-L-carnitine in JWXYP-treated rats,involving the pathways for bile acid biosynthesis and amino acid metabolism.16S rDNA analysis demonstrated increased gut microbiota diversity and increased abundance of Lactobacillus species in JWXYP-treated rats.Conclusion JWXYP alleviates depression-like symptoms in rats by regulating the neurotransmitters,inhibiting inflammation and oxidation,and modulating gut microbiota.

OBJECTIVE To understand the current status of antimicrobial agent usage intensity(AUD)of antibiot-ics,carbapenems(CB)and isolation rates of carbapenem-resistant gram-negative bacteria(CRGNB)and explore the effect of CB on hospital-associated CRGNB infections.METHODS A retrospective analysis was conducted on antimicrobial agent usage and clinical data of the patients who were hospitalized in Nantong University Affiliated Hospital from 2023 to 2024.The antimicrobial usage patterns,CB-AUD and isolation rates of CRGNB were sta-tistically analyzed.Additionally,the clinical data from 1933 confirmed hospital-acquired infection cases from 2023 to 2024 were retrospectively analyzed,and the patients were classified into two groups based on CRGNB resist-ance:the CRGNB-infected group with 376 cases and the non-CRGNB-infected group with 1557 cases.The risk factors for CRGNB infections were identified.RESULTS In the two years,the overall utilization rate of antimicro-bial drug and AUD fluctuated every six months(P＜0.05).The overall define daily dose system(DDDs)and AUD of the three CBs(meropenem,imipenem/cilastatin and biapenem)increased every six months(P＜0.05).The o-verall drug resistance rate of gram-negative bacilli to CB decreased every six months(P＜0.05).The logistic re-gression analysis showed that the duration of use of CB and combined use of antibiotics were the risk factors for the CRGNB infections(with the OR values,1.445,2.479,1.958,respectively,all P＜0.05).CONCLUSIONS The overall use of CB is on the rise.The use of CB,especially the duration of CB,increases the probability of CRGNB infection.Therefore,it is necessary for the hospital to strengthen the monitoring of CB-AUD and supervi-sion of CB.

AIM To compare total sugar,total protein,total phenol,total flavonoid,calycosin-7-O-β-D-glucoside,liquiritin,lobetyolin,quercetin,isoferulic acid,hesperidin,glycyrrhizic acid contents and their antioxidant activities,hypoglycemic activities of big honey pill,small honey pill,water pill,concentrated pill,granule,mixture and decoction of Buzhong Yiqi Recipe.METHODS Anthraquinone-sulfuric acid method,Coomassie brilliant blue method,Folin-phenol colorimetry method,sodium nitrite-aluminum nitrate method and HPLC were adopted in the content determination of total sugar,total protein,total phenol,total flavonoid and seven constituents,respectively,after which the scavenging capacities,reducing powers on DPPH·free radical,ABTS+free radical,hydroxyl free radical,and inhibition capacity on α-glucosidase activity were detected.Subsequently,correlation analysis was performed.RESULTS Total sugar,total protein,total phenol and total flavonoid contents demonstrated significant differences among different dosage forms(P＜0.05,P＜0.01).Calycosin-7-O-β-D-glucoside,glycyrrhizin,codonoside and quercetin displayed the highest contents in the decoction,while those of isoferulic acid,hesperidin and glycyrrhizin were observable in the mixture.The water pill exhibited the strongest antioxidant activity,while those of the concentrated pill and mixture were weak;the big honey pill exhibited the strongest hypoglycemic activity,while that of the decoction was the weakest.Total protein,total phenol,total flavonoid and liquiritin contents displayed significant positive correlations between antioxidant activity(P＜0.05,P＜0.01),while hesperidin content displayed significant negative correlation between the latter(P＜0.05);total protein,calycosin-7-O-β-D-glucoside,codonoside and quercetin contents displayed significant negative correlations between hypoglycemic activity(P＜0.05,P＜0.01).CONCLUSION Active constituent contents and their biological activities of Buzhong Yiqi Recipe with different dosage forms exist differences,total sugar,total protein,total flavonoids,calycosin-7-O-β-D-glucoside,licorice glycoside,hesperidin,codonoside and quercetin can be taken as quality control indices for this prescription.

Non-small cell lung cancer(NSCLC)is one of the most common and deadly malignant tumors worldwide,with surgical resection being the primary treatment for early-stage NSCLC.Tumor spread through air spaces(STAS)is a novel pattern of tumor dissemination into the air spaces in the lung.Its occurrence after sublobar resection is closely associated with recurrence and distant metastasis,making its con-sideration a vital factor in surgical strategy selection and prognostic evaluation.Patients with STAS-positive status exhibit significantly higher postoperative recurrence rates than do STAS-negative patients,with molecular mechanisms involving tumor microenvironment remodeling,specific genetic mutations,and epithelial-mesenchymal transition(EMT).Imaging techniques including computed tomography(CT)and positron emission tomography/CT have shown potential for preoperative STAS prediction,although their accuracy and practicality require improvement.This paper reviews the definition,pathological characteristics,and related mechanisms of STAS,with a focus on surgical ap-proach selection for STAS-positive patients and its role in cancer recurrence after sublobar resection of early-stage NSCLC.Future research directions include optimization of preoperative diagnostic methods for STAS,exploration of molecular targeted therapies,and development of imaging-based precision prediction models.

Objective:To explore the correlations between the monocytes/high-density lipoprotein ratio (MHR), alkaline phosphatase (ALP), and all-cause mortality in patients undergoing maintenance peritoneal dialysis (PD), and to provide references for clinical prevention and treatment strategies.Methods:A retrospective analysis was conducted on the clinical data of 336 PD patients who were treated in the Affiliated Hospital of Jining Medical University from June 2014 to August 2023. According to the survival status of the patients during the follow-up period, they were divided into the death group ( n=55) and the survival group ( n=281). The differences in clinical data, blood routine, laboratory biochemical indicators, monocyte count, high-density lipoprotein cholesterol, and ALP indicators between the two groups were collected and compared. Multivariate Cox regression analysis was used to screen the risk factors for all-cause mortality in PD patients, and Pearson correlation analysis was used to evaluate the correlation between the survival time of patients and related indicators. Results:In this study, there were 55 patients who died of all causes. The causes of death were cardiovascular events in 26 cases (47.27%), gastrointestinal bleeding in 3 cases (5.45%), infection in 7 cases (12.73%), multiple organ failure in 8 cases (14.55%), and unexplained death in 11 cases (20.00%). There was no statistically significant difference in gender, age, weight, serum parathyroid hormone (PTH), and total cholesterol (TC) between the death group and the survival group (all P>0.05). The treatment time, neutrophil count, red blood cell volume distribution width (RDW), ALP, blood uric acid (UA), blood calcium, MHR and creatinine in the death group were all higher than those in the survival group (all P<0.05), while the lymphocyte count was lower than that in the survival group ( P<0.05). The Cox risk model showed that MHR, ALP, treatment duration, neutrophil count, lymphocyte count, RDW, UA, and creatinine were independent risk factors for all-cause mortality in PD patients ( OR=1.578, 2.881, 1.021, 1.122, 1.476, 2.231, 1.018, 1.008, all P<0.05); Pearson correlation analysis revealed that the survival time of PD patients was negatively correlated with MHR and ALP ( r=-0.305, -0.246, all P<0.05). Conclusions:The levels of MHR and ALP are closely related to the risk of all-cause mortality in PD patients and are independent risk factors for all-cause mortality in patients.

Objective:To compare the differences in the evaluation of hemolysis performance of cellulose hemostatic materials using different detection methods and test media,and to explore a m ore reasonable testing plan for such products.Methods:Hemolysis tests were conducted on cellulose hemostatic materials using the absorbance measurement hemolysis method and hemoglobin concentration measurement hemolysis method in accordance with YY/T 1651.1-2019 standard.We compared the changes in hemolysis rate,pH value,and osmotic pressure under different experimental media.Results:Under the same experimental method,compared to SC,the hemolysis results using PBS as the extraction medium are smaller,and the changes in pH and osmotic pressure are closer to the normal range of human body changes.Conclusions:The changes in pH and osmotic pressure may be one of the reasons for the high hemolysis rate of cellulose hemostatic materials.Choosing PBS with buffering effect as the leaching medium may be more suitable for evaluating the hemolysis performance of cellulose hemostatic materials.