This paper outlines the development of artificial intelligence （AI） and its applications in traditional Chinese medicine （TCM） research， and elucidates the roles and advantages of large language models， knowledge graphs， and natural language processing in advancing syndrome identification， prescription generation， and mechanism exploration. Using spleen-stomach diseases as an example， it demonstrates the empowering effects of AI in classical literature mining， precise clinical syndrome differentiation， efficacy and safety prediction， and intelligent education， highlighting an upgraded research paradigm that evolves from data-driven and knowledge-driven approaches to intelligence-driven models. To address challenges related to privacy protection and regulatory compliance in cross-institutional data collaboration， a "trusted federated evidence-based analysis platform for TCM spleen-stomach diseases" is proposed， integrating blockchain-based smart contracts， federated learning， and secure multi-party computation. The deep integration of AI with privacy-preserving computing is reshaping research and clinical practice in TCM spleen-stomach diseases， providing feasible pathways and a technical framework for building a high-quality， trustworthy TCM big-data ecosystem and achieving precision syndrome differentiation.

Objective To investigate the prevalence of thyroid nodules in the physical examination population in Mianyang region and analyze its association with metabolic syndrome. Methods A retrospective study was conducted on 9 978 individuals who underwent health examinations at our hospital from January 2024 to May 2025. Thyroid examinations were performed using color Doppler ultrasound to analyze the prevalence of thyroid nodules in this population. Clinical data of all subjects were collected, and logistic regression analysis was employed to assess the association between metabolic syndrome and the risk of thyroid nodule development. Results The prevalence of thyroid nodules in the physical examination population of Mianyang region was 17.98% (1 794/9 978). The logistic regression results showed that after adjusting for gender, age, BMI, occupation, consumption of non-iodized salt, staying up late, daily sleep duration, anxiety, and depression, metabolic syndrome (OR=6.593, 95% CI: 3.961-10.975) was associated with thyroid nodules (P<0.05). Conclusion The prevalence of thyroid nodules among the physical examination population in the Mianyang area is 17.98%, and metabolic syndrome remains associated with the risk of thyroid nodules after effectively controlling for confounding factors.

Background Microparticles (MPs) are one of the main medium of inflammatory reaction with an important role in atherosclerotic progression. Studies on association of air pollution exposure and levels of peripheral blood MPs are limited among human. Objective To evaluate the effects of short-term exposure to air pollution on levels of peripheral blood MPs. Method A panel of 73 healthy adults was followed with 4 repeated follow-ups in Beijing, China, from November 2014 to January 2016. During each visit, we collected questionnaire information, fasting venous blood, urine, and exposures to fine particulate matter (PM_2.5), black carbon, nitric oxide, nitrogen dioxide, nitrogen oxide, sulfur dioxide, carbon monoxide, and ozone. We used linear mixed-effect models to analyze associations of air pollution exposure with levels of total MPs (TMPs) and MPs derived from various cells. Stratified analysis was conducted by levels of C-reactive protein (CRP) and malondialdehyde (MDA). Results The results showed significant associations between air pollution exposure and peripheral blood TMPs at 2 h-6 d prior to the follow-ups (P<0.05), while no statistical associations were found for MPs derived from different cell types. Significant increases in TMPs of 7.8% (95%CI: 0.7%, 15.3%) and 14.3% (95%CI: 2.8%, 27.2%) were observed with each interquartile range (IQR) increase in PM_2.5 (IQR=64.9 μg·m⁻³) at prior 18 h and NO (IQR=40.5 μg·m⁻³) at prior 48 h. Among participants with low levels of CRP and MDA, significantly positive associations were observed between air pollution exposure and levels of TMPs (P<0.05). Conclusion Short-term exposure to air pollution is significantly associated with increased levels of circulating MPs in healthy adults, and in people with lower systemic inflammation, peripheral blood MPs levels are more easily affected after exposure to air pollutants.

Objective: To investigate the clinicopathological characteristics and surgical outcomes of adrenal hemolymphangioma,so as to enhance the understanding of this disease. Methods: Clinical and pathological data of 8 patients with adrenal hemolymphangioma admitted to the Department of Urology of our hospital during Jan.2013 and Dec.2022 were retrospectively analyzed,and relevant literature was reviewed. Results: The patients included 5 males and 3 female,median age 54(25-75) years.Adrenal hemolymphangioma was detected in all patients in physical examinations without obvious symptoms.And 4 of the patients had a history of hypertension.Adrenal function test results showed no abnormalities.A total of 9 tumors were identified by imaging examination,including 1 unilateral multiple and 7 unilateral solitary tumors,with a median diameter of 3.6(1.0-5.4) cm.Posterior laparoscopic adrenal tumor resection was performed in 7 cases and robot-assisted laparoscopic adrenal tumor resection in 1 case；all of the tumors were completely removed.The median operation time was 77(53-115) min,median intraoperative blood loss 7.5(2.0-20.0) mL,and median postoperative hospital stay 4(1-7) d.Postoperative pathology showed interwoven deformed and dilated blood vessels and lymphatic vessels in the cystic tumors,with a large amount of lymphoid fluid,lymphocytes and red blood cells.Chronic lymphocyte infiltration was visible between the tube walls.The cystic cavity was partially connected,with flat endothelial cells lining.The pathological diagnosis was adrenal hemolymphangioma.During the median follow-up of 53.5(12.0-106.8) months,all patients recovered well,with stable blood pressure and no tumor recurrence or metastasis. Conclusion: Adrenal hemolymphangioma has no specific clinical symptoms.As adrenal functional tests show no obvious abnormalities,the diagnosis depends on pathological examinations.Popsterior laparoscopic or robot-assisted laparoscopic resection has good efficacy and prognosis.

Artificial intelligence （AI） and population pharmacokinetics （PPK） technologies have demonstrated significant potential in the personalized medication of immunosuppressants after organ transplantation, enabling precise prediction of drug dosages. This article provides a comprehensive review of the application status of AI and PPK in the individualized administration of immunosuppressants after organ transplantation， focuses on monitoring blood drug concentration， predicting efficacy/adverse reactions， and establishing individualized dosing models for organ transplant recipients after immunosuppressant administration， and analyzes and compares the application characteristics of different methods in different organ transplant patients as well as the integration and future development of AI and PPK technologies. AI and PPK technologies can not only significantly reduce the dependence on human resources， but also greatly improve the level of individualized treatment of immunosuppressants after organ transplantation， and reduce the discomfort and burden caused by frequent blood concentration monitoring to patients.

Glucagon-like peptide-1 （GLP-1） receptor agonists are a novel class of antidiabetic drugs that also possess lipid- lowering and cardiovascular protective effects， with liraglutide and semaglutide being their representative medications. Based on a systematic literature search， this review summarizes the lipid-lowering mechanisms by which liraglutide and semaglutide exert direct effects on the liver and kidney （regulating autophagy， key lipid metabolism pathways， reverse cholesterol transport， etc.）， direct actions on adipose tissue （affecting adipocyte proliferation and differentiation， expression of lipid metabolism proteins， and gene transcription）， activation of sympathetic pathways through the central nervous system， and modulation of the gut microbiota. Additionally， it summarizes the clinical evidence of their lipid-lowering effects in populations with type 2 diabetes mellitus， overweight individuals， and others. These findings indicate that GLP-1 receptor agonists exert lipid-lowering effects by acting on multiple tissues or systems， providing crucial evidence for further elucidating the molecular mechanisms of these drugs in lipid regulation and exploring potential new ideas for their clinical applications.

Immune checkpoint inhibitors and antibody–drug conjugates are increasingly incorporated into the clinical management of advanced urothelial carcinoma. The immunohistochemical detection of relevant biomarkers facilitates the selection of individualized precision therapies and supports the prediction of therapeutic efficacy. This review summarizes biomarkers associated with the treatment of urothelial carcinoma and the methodologies and clinical applications of immunohistochemical testing, focusing on the correlation between biomarker expression and the divergent differentiation or histological subtypes of urothelial carcinoma.

Prostate cancer(PCa)is one of the common malignant tumors of the genitourinary system in men.It is generally believed that the serum prostate-specific antigen(PSA)level exceeding 4.0 ng/mL has potential diagnostic value for PCa.However,there are many cases of PCa with low PSA levels in clinical practice,specifically between 0-4.0 ng/mL.These cases may be missed or even misdiagnosed due to low PSA levels,leading to delays in treatment and missing the optimal clinical window for diagnosis and treatment.This review provides a com-prehensive summary of the clinicopathological characteristics of PCa patients with PSA levels below 4.0 ng/mL,including their baseline and clinical features,histological characteristics,imaging features,neuroendocrine prostate cancer(NEPC)and prognostic factors,aiming to en-hance the understanding of this type of PCa.

Objective:To compare the efficacy and clinical practicality of fluorescence in situ hybridization (FISH), thinprep cytology test (TCT), urine nuclear matrix protein 22 (NMP22) and urine cytology test in the diagnosis of upper tract urothelial carcinoma (UTUC). Methods:A retrospective analysis was conducted on the clinical data of 62 patients who underwent surgical treatment (biopsy or partial urothelial resection) for suspected UTUC in the Department of Urology, Peking University Third Hospital from January 2021 to December 2023, and received paraffin pathological diagnosis. Taking the pathological examination results as the diagnostic criteria, the sensitivity, specificity, Youden index, positive predictive value and negative predictive value of the four detection methods in the diagnosis of UTUC were calculated, and the cost-effectiveness analysis was performed. Combine the four detection methods in pairs, calculate the sensitivity, specificity and Youden index after the combination, and conduct a cost-effectiveness analysis. The comparison of sensitivity, specificity and Youden index of the four detection methods was conducted using Chi-test or Fisher exact probability method. The comparison between groups after pairwise combinations was also conducted using Chi-test or Fisher exact probability method. The receiver operating characteristic (ROC) curve was plotted and the area under the curve (AUC) was calculated.Results:The sensitivity (81.1%, 77.4%) and Youden index (0.700, 0.774) of FISH group and TCT group were significantly higher than those of NMP22 group and urine cytology group (39.6%, 43.4%; 0.174, 0.434), and the differences were statistically significant ( P<0.008 3). There were no statistically significant in the specificity (88.9%, 100.0%, 77.8%, 100.0%), positive predictive value (97.7%, 100.0%, 91.3%, 100.0%) and negative predictive value (44.4%, 42.9%, 17.9%, 23.1%) of the four groups ( P>0.008 3). The cost-effectiveness of the FISH group (3 256.4) was significantly higher than that of the TCT group (409.4), the NMP22 group (398.2) and the urine cytology group (627.9). After being combined in pairs, the net sensitivity of NMP22+ urine cytology (45.3%) was significantly lower than that of FISH+ TCT(88.7%), TCT+ NMP22(81.1%), FISH+ NMP22(86.8%), FISH + urine cytology (84.9%), TCT+ urine cytology (86.8%), and the difference was statistically significant ( P<0.008 3). The net specificities of the above combinations were 77.8%, 88.9%, 77.8%, 88.9%, 100.0%, respectively, and the differences were not statistically significant ( P>0.008 3). The cost-effectiveness was 1 008.0, 3 393.5, 632.8, 3 345.0, 3 513.5, and 737.3, respectively. Conclusions:In the diagnosis of UTUC, TCT has the highest diagnostic efficacy and relatively low cost, and is recommended for widespread promotion and application in clinical practice. If the patients economic conditions permit, it is recommended to combine TCT with urine cytology.

ObjectiveTo analyze the development trajectory， research hotspots， and trends in medical humanities research in China since the new era. MethodsA search was conducted on the CNKI （China National Knowledge Infrastructure） advanced search page using the themes“medical humanities”or “humanistic medicine，”retrieving a total of 5，758 articles. After applying specific screening criteria， 5，095 articles were included in the analysis. Citespace6.1.R6 was used to visualize and analyze the authors， institutions， and keywords of the 5，095 articles. ResultsSince the new era， the volume of publications on medical humanities in China has shown an overall upward trend， with limited collaboration between core institutions and core authors. The research content of medical humanities has evolved from broad to specific， from abstract to concrete， and from theoretical to practical. ConclusionThe development of medical humanities research in China has generally gone through three stages： defining related concepts， integrating medical humanistic spirit into clinical practice， and applying empirical methods. Narrative medicine， ideological and political education in curricula， and medical humanities education are potential future research directions.