1.Construction and practice of application model for localized large language model in preoperative medication reconciliation for gastric cancer
Yuxuan ZHU ; Jizhong ZHANG ; Yuhao SUN ; Jiayu WEN ; Xin LIU ; Jifu WEI ; Lingli HUANG
China Pharmacy 2026;37(8):1062-1067
OBJECTIVE To construct a preoperative medication reconciliation model assisted by a localized large language model (LLM) for gastric cancer and evaluate its clinical efficacy. METHODS A total of 249 gastric cancer patients with a history of continuous medication before admission in the Gastric Surgery Department of Jiangsu Cancer Hospital were retrospectively enrolled. Patients were divided into training set (154 cases) and validation set (95 cases) based on the order of time. Based on guidelines, drug package inserts, and other evidence, a standardized medication reconcili ation process and a structured knowledge base were constructed. DeepSeek-V3 LLM was deployed privately in the hospital, combined with retrieval-augmented generation technology, to achieve automated integration of medication information, risk screening, and generation of personalized recommendations. The quality of LLM-generated recommendations was evaluated using automatic metrics (BERT Score and ROUGE-1, 2, L) and manual scoring [seven-dimensional index (7DI) ] . Spearman correlation analysis was performed to explore the correlation between automatic scores and manual scores. Cronbach’s α coefficient was used to test the internal consistency of manual scoring results. The time consumed by manual and LLM-assisted medication reconciliation was compared across tasks of different difficulty levels (simple, moderate, and high). RESULTS A structured knowledge base covering 8 major drug categories was finally established, covering common and high-risk preoperative medication scenarios and providing structured retrieval support for the LLM. For automatic evaluation, the precision, recall, and F1-score of BERT Score were 0.783±0.033, 0.811±0.038, and 0.796±0.028, respectively. The F1-scores of ROUGE-1, ROUGE-2 and ROUGE-L were 0.566±0.067, 0.338±0.076 and 0.468±0.082, respectively. The 7DI scores from three manual raters ranged from 32.06 to 33.45. The F1-score of automatic scoring was significantly positively correlated with the 7DI score of manual scoring (maximum coefficient of determination=0.611, P <0.001), and the internal consistency of manual scoring was good (Cronbach’s α = 0.876). In terms of efficiency, LLM-assisted medication reconciliation reduced time consumption by more than 90% compared with manual reconciliation in the simple, moderate, and high-difficulty groups ( P <0.001). CONCLUSIONS The medication reconciliation model constructed based on a localized LLM and structured knowledge base shows high accuracy, consistency, and clinical applicability in complex preoperative medication scenarios for gastric cancer. It can improve the efficiency of medication reconciliation and reduce potential medication risks.
2.Effect of Huangqi jiuni decoction on acute liver injury in severely scalded rats and its molecular mechanism
Yuhao ZHANG ; Jie ZHAO ; Yexiang SUN
Acta Universitatis Medicinalis Anhui 2026;61(1):82-90
ObjectiveTo investigate the effect of Huangqi jiuni decoction (HQJND) on acute liver injury in severely scalded rats and its possible molecular mechanism by animal experiments and modern pharmacological tools. MethodsFirstly, the rat model of sepsis was established and randomly divided into 4 groups. The normal saline group was given 1 mL of normal saline twice a day, and the traditional Chinese medicine group was given 1 mL of concentrated huangqi jiuni decoction twice a day. After 72 hours of shock, the samples were sacrificed, and then the serum liver function and (+)-haematoxylin eosin staining were performed to verify the efficacy of the drug. Sham Operation Group and sepsis group were fed normally without any special treatment. Then, network pharmacology was used to screen the targets of drugs and drug responses and predict the signaling pathways that might play a role in the treatment of diseases. Finally, fluorescence quantitative PCR (RT-qPCR) was performed to detect gene expression, Western blot (WB) was performed to detect tumor necrosis factor (TNF-α), P65, phosphorylated P65 (P-P65), and immunohistochemical (IHC) were performed assays to verify drug efficacy and explore the mechanism of drug treatment. ResultsSerum liver function and histopathology in rats showed that HQJND significantly improved liver function in severely burned rats. Network pharmacology screening was used to identify 353 disease-related marker genes and 286 drug targets. It was predicted that tumor necrosis/NF-NF-κB pathway (TNF/NF-NF-κB pathway) might be a key pathway for HQJND to treat acute liver injury after severe burns. The results of immunohistochemistry (IHC) showed that the staining of TNF-α in the liver of the sepsis group was more than that of the sham operation group and the traditional Chinese medicine group. The results of RT-qPCR and WB showed that the expression of TNF-α, TNFR1 and P65 proteins in the liver of rats in the sepsis group was significantly higher than that in the sham operation group and the traditional Chinese medicine group; on the contrary, the expression of TNF-α, TNFR1 and P65 proteins in the liver of rats in the sepsis group was significantly higher than that in the sham operation group and the traditional Chinese medicine group. The expression level of nuclear factor-kappa B(IκBα) was higher in the sham operation group and the traditional Chinese medicine group, indicating that drug treatment effectively inhibited the activation of the TNF/NF-κb signaling pathway. ConclusionAnimal experiments and network pharmacology results confirm that HQJND has a protective effect on acute liver injury in severely burned rats, which may be related to the inhibition of TNF/NF-κB signaling pathway.
3.Early recognition and intervention strategy of perioperative cardiopulmonary complications in elderly patients with lung cancer
Yuhao SONG ; Wenxin TIAN ; Donghang LI ; Jiangyu WU ; Hanbo YU ; Hongfeng TONG ; Yaoguang SUN ; Peng JIAO
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2026;33(05):710-716
Elderly patients with lung cancer have a significantly increased risk of perioperative cardiopulmonary complications due to physiological decline, high incidence of complications and reduced surgical tolerance, which directly affects postoperative recovery and long-term survival. Although the concepts of minimally invasive surgery and enhanced recovery after surgery have improved clinical outcomes, early recognition and intervention of postoperative complications in elderly patients remains a significant challenge in the field of thoracic surgery. By integrating recent literature and clinical practice, this paper systematically analyzes the pathophysiological mechanism and risk factors of perioperative cardiopulmonary complications in elderly patients with lung cancer, and discusses individualized intervention strategies based on risk stratification and multidisciplinary team, in order to provide theoretical basis and practical guidance for optimizing perioperative management and improving postoperative prognosis in elderly patients.
4.Dissecting antibody-mediated natural killer cell effects reveals a cytotoxic CX3CR1+KLRC2–CD16hi subset linked to hepatitis B virus outcomes
Libo TANG ; Yuhao WANG ; Zihan JIN ; Yurong GU ; Zhaofeng ZENG ; Linnan SONG ; Xuan YI ; Lingtao ZHANG ; Yujing ZHANG ; Weiying HE ; Liping WANG ; Weixin HE ; Jianru SUN ; Xiaoqin LAN ; Xiangyong LI ; Shihong ZHONG ; Yongyin LI
Clinical and Molecular Hepatology 2026;32(2):683-705
Background/Aims:
Natural killer (NK) cell function is generally considered dampened in chronic hepatitis B virus (HBV) infection; however, the NK cell pool exhibits phenotypic and functional heterogeneity, and the antibody--mediated effect of NK cells remains less characterized. This study evaluated the dynamic changes in antibody-mediated NK cell responses and the involvement of distinct NK subsets across disease stages and during antiviral treatment.
Methods:
A T-cell receptor-like antibody specific for the HBV core 18–27 peptide (cTCRL-Ab) was used to determine the antibody-mediated effect of NK cells, and an array of NK cell surface markers were analyzed in cross-sectional and longitudinal cohorts of patients with chronic HBV infection. Single-cell RNA sequencing (scRNA-seq) was performed to identify the heterogeneity of NK subsets.
Results:
The cTCRL-Ab enabled the detection of NK cell cytolytic activity and IFNγ production. Notably, cTCRL-Ab-mediated NK cell responses were compromised in chronically HBV-infected patients, particularly in those receiving pegylated interferon-α (Peg-IFNα), which was associated with the downregulation of CD16 expression. Correspondingly, Peg-IFNα inhibited cTCRL-Ab-mediated NK cell function by reducing CD16 expression in vitro. scRNA-seq revealed that CD16 downregulation occurred mainly within a dysfunctional CD16hi NK subset exhibiting exhaustion properties. In contrast, an activated CD16hiNK subpopulation (CX3CR1⁺KLRC2–CD16hi) with high cytotoxicity was enriched in patients who experienced favorable treatment responses. Furthermore, the intrahepatic CX3CR1+KLRC2–CD16hi subset tended to exhibit functional restoration in HBsAg-loss individuals.
Conclusions
Our data contribute to the understanding of antibody-mediated responses of NK cells in chronic HBV infection, and highlight a previously unappreciated functional CX3CR1+KLRC2–CD16hiNK subset as a potential therapeutic target.
5.Observation of the efficacy of dupilumab for treatment of atopic dermatitis in the elderly.
Ran SUN ; Yuhao WU ; Mei DI ; Xiaoyang WANG
Journal of Peking University(Health Sciences) 2025;57(2):298-302
OBJECTIVE:
To evaluate the efficacy and safety of dupilumab in the treatment of atopic dermatitis in the elderly.
METHODS:
In this study, elderly patients with atopic dermatitis treated with dupilumab for at least 16 weeks in the Department of Dermatology and Venereology of Beijing Anzhen Hospital from January 2021 to October 2023 were retrospectively collected. Clinical indicators were compared before, during and after treatment, including pruritus numerical rating score (PNRS), eczema area and severity index (EASI), dermatology life quality index (DLQI) score, and the incidence of adverse events was recorded. The expression of interferon γ (IFN-γ), interleukin-4 (IL-4) and interleukin-6 (IL-6) in peripheral blood were compared before treatment and after 16 weeks of treatment.
RESULTS:
A total of 90 elder patients with atopic dermatitis were included, EASI, PNRS and DLQI scores all showed a gradual downward trend during the treatment period, which was manifested as a rapid decline in the first 4 weeks after starting treatment, and then the decline gradually leveled off. The results of point-to-point comparison showed that EASI, PNRS and DLQI scores in 4 weeks after treatment were significantly lower than those before treatment (P < 0.001); In the 16th week after treatment, the scores of the above therapeutic indicators were further reduced, and the difference was statistically significant compared with the 4th week (P < 0.01); The EASI score was significantly lower at each time point than the previous time point, indicating that the patients' skin lesions continued to improve significantly. The overall efficacy of dupliumab was evaluated. After 4 weeks of treatment, 62.89% of patients achieved EASI-50 (EASI score decreased by ≥50%), and 74.4% of patients' DLQI score decreased by ≥4 points. After 16 weeks of treatment, 57.8% of the patients achieved EASI-75, 32.2% achieved EASI-90, and the PNRS and DLQI scores of all the patients decreased by ≥4 points. After 16 weeks of treatment, the expression levels of IL-4 and IL-6 were (31.62±6.23) ng/L and (14.36±2.25) ng/L, respectively, which were significantly lower than those before treatment (P < 0.001), and the expression level of IFN-γ was (15.37±3.14) ng/L, which was higher than before treatment (P < 0.001).The main adverse reactions were conjunctivitis (2 cases), injection site reaction (3 cases) and multiple bacterial folliculitis of the back (2 cases), which could be alleviated by symptomatic treatment, and no serious adverse reactions occurred.
CONCLUSION
Dupilumab has shown good efficacy in the treatment of elderly atopic dermatitis, which can effectively improve clinical symptoms such as itching and skin lesions, improve the quality of life of patients, and no serious adverse reactions occurred during treatment, so it is safe and worthy of clinical promotion.
Humans
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Dermatitis, Atopic/blood*
;
Antibodies, Monoclonal, Humanized/adverse effects*
;
Aged
;
Male
;
Female
;
Interleukin-4/blood*
;
Retrospective Studies
;
Quality of Life
;
Interleukin-6/blood*
;
Interferon-gamma/blood*
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Middle Aged
;
Treatment Outcome
;
Severity of Illness Index
6.SAE1 promotes tumor cell malignancy via SUMOylation and liquid-liquid phase separation facilitated nuclear export of p27.
Ling WANG ; Jie MIN ; Jinjun QIAN ; Xiaofang HUANG ; Xichao YU ; Yuhao CAO ; Shanliang SUN ; Mengying KE ; Xinyu LV ; Wenfeng SU ; Mengjie GUO ; Nianguang LI ; Shiqian QI ; Hongming HUANG ; Chunyan GU ; Ye YANG
Acta Pharmaceutica Sinica B 2025;15(4):1991-2007
Most cancers are currently incurable, partly due to abnormal post-translational modifications (PTMs). In this study, we initially used multiple myeloma (MM) as a working model and found that SUMOylation activating enzyme subunit 1 (SAE1) promotes the malignancy of MM. Through proteome microarray analysis, SAE1 was identified as a potential target for bioactive colcemid or its derivative colchicine. Elevated levels of SAE1 were associated with poor clinical survival and increased MM proliferation in vitro and in vivo. Additionally, SAE1 directly SUMOylated and upregulated the total protein expression of p27, leading to LLPS-mediated nuclear export of p27. Our study also demonstrated the involvement of SAE1 in other types of cancer cells, and provided the first monomer crystal structure of SAE1 and its key binding model with colchicine. Colchicine also showed promising results in the Patient-Derived Tumor Xenograft (PDX) model. Furthermore, a controlled clinical trial with 56 MM patients demonstrated the clinical efficacy of colchicine. Our findings reveal a novel mechanism by which tumor cells evade p27-induced cellular growth arrest through p27 SUMOylation-mediated nuclear export. SAE1 may serve as a promising therapeutic target, and colchicine may be a potential treatment option for multiple types of cancer in clinical settings.
7.13-Docosenamide Enhances Oligodendrocyte Precursor Cell Differentiation via USP33-Mediated Deubiquitination of CNR1 in Chronic Cerebral Hypoperfusion.
Yuhao XU ; Yi TAN ; Zhi ZHANG ; Duo CHEN ; Chao ZHOU ; Liang SUN ; Shengnan XIA ; Xinyu BAO ; Haiyan YANG ; Yun XU
Neuroscience Bulletin 2025;41(11):1939-1956
Chronic cerebral hypoperfusion leads to white matter injury (WMI), which plays a significant role in contributing to vascular cognitive impairment. While 13-docosenamide is a type of fatty acid amide, it remains unclear whether it has therapeutic effects on chronic cerebral hypoperfusion. In this study, we conducted bilateral common carotid artery stenosis (BCAS) surgery to simulate chronic cerebral hypoperfusion-induced WMI and cognitive impairment. Our findings showed that 13-docosenamide alleviates WMI and cognitive impairment in BCAS mice. Mechanistically, 13-docosenamide specifically binds to cannabinoid receptor 1 (CNR1) in oligodendrocyte precursor cells (OPCs). This interaction results in an upregulation of ubiquitin-specific peptidase 33 (USP33)-mediated CNR1 deubiquitination, subsequently increasing CNR1 protein expression, activating the phosphorylation of the AKT/mTOR pathway, and promoting the differentiation of OPCs. In conclusion, our study suggests that 13-docosenamide can ameliorate chronic cerebral hypoperfusion-induced WMI and cognitive impairment by enhancing OPC differentiation and could serve as a potential therapeutic drug.
Animals
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Oligodendrocyte Precursor Cells/metabolism*
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Mice
;
Cell Differentiation/drug effects*
;
Male
;
Receptor, Cannabinoid, CB1/metabolism*
;
Mice, Inbred C57BL
;
Ubiquitin Thiolesterase/metabolism*
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Ubiquitination/drug effects*
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Carotid Stenosis/complications*
;
Cognitive Dysfunction/drug therapy*
8.Research progress of inflammatory bowel disease and environmental factors: from exposure to gene expression regulation
Yuxin QIAN ; Yuhao SUN ; Tian FU ; Fangmin JING ; Jie CHEN ; Xiaoyan WANG
Chinese Journal of Inflammatory Bowel Diseases 2025;09(2):118-124
Inflammatory bowel disease (IBD) is a chronic and nonspecific disease affected by both genetic and environmental factors. Ecological and social environmental factors, including air pollutants, heavy metals, industrial pollutants and organic pollutants, diet, and lifestyle, influence the occurrence and development of IBD and regulate IBD gene expression through epigenetics and gut microbiota. This article summarizes the role of environmental factors in IBD and explores the ways in which they influence the regulation of gene expression.
9.Diet and inflammatory bowel disease: regulatory effects, mechanisms, and interventional potential
Fangmin JING ; Tian FU ; Yuhao SUN ; Yuxin QIAN ; Xiaoyan WANG ; Jie CHEN
Chinese Journal of Inflammatory Bowel Diseases 2025;09(3):179-186
Inflammatory bowel disease (IBD) is a chronic gastrointestinal inflammatory disorder with unclear etiology. Existing studies indicate that diet plays an important role in both the pathogenesis and prognosis of IBD. This review summarizes clinical evidence regarding the association between diet and the development of IBD, analyze the current nutritional status of the IBD population at the prognosis level and underlying mechanisms of dietary interventions in disease management, and explores the application of precision nutrition in personalized care. The review ultimately aims to provide guidance for developing more precise and personalized dietary management strategies for IBD patients.
10.Causal relationship between periodontal disease and prostate cancer:A two-sample bidirectional Mendelian randomization analysis in two races
Xiaoxu JIN ; Jing LIU ; Xiaodong ZHAO ; Wenyi HUANG ; Ning DONG ; Shihao WANG ; Mengfei MA ; Yulin ZHOU ; Yuhao CHEN ; Jinlu SUN ; Jie DONG ; Jun HU ; Song XU
National Journal of Andrology 2025;31(10):885-890
Objective The aim of this study is to discuss the causal relationship between periodontal disease(PD)and prostate cancer(PCa).Methods A two-sample bidirectional Mendelian randomization(MR)analysis based on publicly statistical data from genome-wide association studies(GWAS)was conducted.MR Egger,weighted medium,simple mode and weighted mode were supplemented,while inverse variance weighted analysis(IVW)was the main method of analysis.Heterogeneity testing,pleiotropy testing and leave-one-out testing were used to assess the sensitivity and stabili-ty.Results The results of MR analysis showed that PD had no significant impact on the occurrence of PCa:East Asian(IVW,PD:OR=1.07,P=0.48);European(IVW,PD:OR=1.00,P=0.37,periodontitis:OR=1.03,P=0.14,chronic gingivitis:OR=0.99,P=0.37,chronic periodontitis:OR=1.03,P=0.22).The reverse MR analysis also did not show a causal relationship between PCa and PD:East Asian(IVW,PD:OR=0.97,P=0.22);European(IVW,PD:OR=0.84,P=0.44,periodontitis:OR=1.01,P=0.75,chronic gingivitis:OR=0.93,P=0.23,chronic periodontitis:OR=0.99,P=0.80).The results of other analysis were consistent with those of IVW analysis.Conclusions The results of our two-sample bidirectional MR analysis do not support a causal relationship between PD and PCa.

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