1.Strategies for Building an Artificial Intelligence-Empowered Trusted Federated Evidence-Based Analysis Platform for Spleen-Stomach Diseases in Traditional Chinese Medicine
Bin WANG ; Huiying ZHUANG ; Zhitao MAN ; Lifeng REN ; Chang HE ; Chen WU ; Xulei HU ; Xiaoxiao WEN ; Chenggong XIE ; Xudong TANG
Journal of Traditional Chinese Medicine 2026;67(1):95-102
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.
2.Application and prospect of artificial intelligence and population pharmacokinetics in personalized medication after organ transplantation
Shuai HE ; Huiying ZONG ; An’an LI ; Penglin ZHOU ; Rui GAO ; Xichao WU ; Yanjiao ZHU ; Yan LI
China Pharmacy 2025;36(14):1813-1818
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.
3.Research progress on the lipid-lowering mechanisms and clinical application of GLP-1 receptor agonists
Yanjiao ZHU ; Rui GAO ; Huiying ZONG ; An’an LI ; Penglin ZHOU ; Shuai HE ; Xichao WU ; Yan LI
China Pharmacy 2025;36(20):2615-2620
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.
4.Targeting copper homeostasis: Akkermansia-derived OMVs co-deliver Atox1 siRNA and elesclomol for cancer therapy.
Muhammad HAMZA ; Shuai WANG ; Hao WU ; Jiayi SUN ; Yang DU ; Chuting ZENG ; Yike LIU ; Kun LI ; Xili ZHU ; Huiying LIU ; Lin CHEN ; Motao ZHU
Acta Pharmaceutica Sinica B 2025;15(5):2640-2654
Cuproptosis, a recently identified form of regulated cell death triggered by excess intracellular copper, has emerged as a promising cytotoxic strategy for cancer therapy. However, the therapeutic efficacy of copper ionophores such as elesclomol (ES) is often hindered by cellular copper homeostasis mechanisms that limit copper influx and cuproptosis induction. To address this challenge, we developed a nanoagent utilizing outer membrane vesicle (OMV) derived from Akkermansia muciniphila (Akk) for co-delivery of antioxidant 1 copper chaperone (Atox1)-targeting siRNA and ES (siAtox1/ES@OMV) to tumors. In vitro, we demonstrated that Atox1 knockdown via siRNA significantly disrupted copper export mechanisms, resulting in elevated intracellular copper levels. Simultaneously, ES facilitated efficient copper influx and mitochondrial transport, leading to Fe-S cluster depletion, increased proteotoxic stress, and robust cuproptosis. In vivo, siAtox1/ES@OMV achieved targeted tumor delivery and induced pronounced cuproptosis. Furthermore, leveraging the immunomodulatory properties of OMVs, siAtox1/ES@OMV promoted T-cell infiltration and the activation of tumor-reactive cytotoxic T cells, enhancing tumor immune responses. The combination of siAtox1/ES-induced cuproptosis and immunogenic cell death synergistically suppressed tumor growth in both subcutaneous breast cancer and orthotopic rectal cancer mouse models. This study highlights the potential of integrating copper homeostasis disruption with a copper ionophore using an immunomodulatory OMV-based vector, offering a promising combinatorial strategy for cancer therapy.
5.Association of ITGA4 and ICAM-1 gene polymorphisms with the risk and clinicopathological characteristics of Crohn′s disease
Dingli ZHANG ; Hao WU ; Xiaoxiao SHAO ; Huiying XIAO ; Yi JIANG
Chinese Journal of Medical Genetics 2024;41(2):157-166
Objective:To assess the association between the polymorphisms of integral protein α4 ( ITGA4) and intercellular adhesion molecule 1 ( ICAM-1) genesand the risk and clinicopathological characteristics of Crohn′s disease (CD) among Chinese patients. Methods:From January 2010 to January 2021, a total of 215 CD patients and 529 gender- and age-matched healthy controls were enrolled from the Second Affiliated Hospital of Wenzhou Medical University as the study subjects. Genotypes of ITGA4 (rs6740847, rs7562325) and ICAM-1 (rs5498) were determined by matrix-assisted laser desorption ionization-time of flight mass spectrometry. Harvey-Bradshaw Index (HBI) was applied to assess the disease activity of CD, and the patients were further divided into subgroups based on the Montreal Classification Criteria of CD. Unconditional logistic regression was employed to analyze the distribution of ITGA4 (rs6740847, rs7562325) and ICAM-1 (rs5498) polymorphisms between the patients and healthy controls and their association with the clinicopathological characteristics of the patients. Results:The frequencies of T allele and CT+ TT genotypes of ITGA4 (rs7562325) were higher in CD patients than the healthy controls (40.70% vs. 31.57%, P=0.001; 62.79% vs. 54.36%, P=0.042). The G variant and AG+ GG genotypes of ITGA4 (rs6740847) were less common in patients with moderately to severely active CD compared with those with mildly active CD (31.18% vs. 51.72%, P=0.002; 55.91% vs. 75.86%, P=0.042). However, the opposite conclusion was drawn for the G allele (G) and AG+ GG genotypes of ICAM-1 (rs5498) (31.45% vs. 17.24%, P=0.027; 54.30% vs. 31.04%, P=0.020). Compared with patients with terminal ileal or ileocolic CD, G allele and AG+ GG genotypes of ITGA4 (rs6740847) were more prevalent in patients with colonic CD (55.26% vs. 29.38%, P<0.000 1; 84.21% vs. 53.11%, P<0.000 1). The same conclusion could also be drawn for the G allele and AG+ GG genotypes of ICAM-1 (rs5498) (42.11% vs. 26.84%, P=0.008; 73.69% vs. 46.33%, P=0.002). The frequency of homozygous GG genotype of ICAM-1 (rs5498) was lower in patients with stricturing and penetrating CD than those with non-stricturing and non-penetrating CD (0.00% vs. 12.32%, P=0.001). The G allele and AG+ GG genotypes of the ITGA4 (rs6740847) were more common in patients with perianal lesions than those without (40.28% vs. 30.77%, P=0.049; 72.22% vs. 51.75%, P=0.004). Conclusion:Variants of the ITGA4 (rs7562325) may be a risk factor for CD, whilst those of the ITGA4 (rs6740847) may be associated with the decline of disease activity and risk for colon involvement and perianal lesions. Variants of the ICAM-1 (rs5498) may increase the risk of disease activity and colonic involvement in CD patients, however, it may be a protective factor for stenosis and penetration. In addition, variants of the ITGA4 (rs6740847) and ICAM-1 (rs5498) may be associated with the early onset of CD.
6.The management mode of hereditary angioedema: intra-hospital multi-diciplinary treatment, linkage of cooperation network, online and offline whole process management
Wo YAO ; Dingqian WU ; Ying SHEN ; Lei SHEN ; Yan LI ; Liuya GE ; Songzhao ZHANG ; Jiong CHEN ; Huiying WANG
Chinese Journal of Preventive Medicine 2024;58(3):406-413
Hereditary angioedema (HAE) is an autosomal dominant inherited disease characterized by recurrent and unpredictable episodes of subcutaneous or submucosal edema. These attacks could induce fatal risk when larynx is involved. The estimated prevalence of HAE is about 1 in 50 000. Due to its rarity and the diversity of clinical manifestations, HAE is known little by related physicians and misdiagnosis and mistreatment happens very often. Therefore, it is crucial to improve physicians′ understanding of HAE. To address this, a comprehensive management approach for the diagnosis and treatment of HAE have developed in our hospital. This approach includes intra-hospital multi-disciplinary treatment (MDT), collaboration with provincial network hospitals, patient education online and offline interacting with media propaganda. By implementing this approach, the diagnostic precision was significantly improved, the diagnostic time was significantly shortened, and the frequency of emergency interventions for severe laryngeal edema was significantly reduced. Additionally, the collection of data from HAE patients has provided valuable clinical insights for the diagnosis and treatment of HAE in China.
7.Design of heating and pressurizing flushing device and effectiveness assessment in hysteroscopic surgery
Bonan LUAN ; Kewen QI ; Lin LIU ; Jianqiang TU ; Huiying WU
China Medical Equipment 2024;21(3):167-169,181
Objective:To design a heating and pressurizing flushing device and to assess its application effect in hysteroscopic surgery.Methods:The heating and pressurizing flushing device was composed of a heating and pressing device,a liquid crystal control panel module,flushing pipeline,heating pipeline and a support frame.A total of 100 female patients who underwent gynecological hysteroscopic surgery at Shengjing Hospital of China Medical University from May 2021 to April 2022 were selected and divided into observation group and control group by random number table method,with 50 cases in each group.The observation group adopted a heating and pressurizing device to perform heating and pressurizing operations during hysteroscopic surgery,the control group adopted manual inflatable pressurized infusion bags to perform heating and pressurizing operations during hysteroscopic surgery by inflating and squeezing the air bag.The clarity of dilated uterus,operation time,preoperative,intraoperative and postoperative body temperature of the patients,and satisfaction of doctors and nurses were compared between the two groups.Results:The clarity rate of dilated uterus and satisfaction of doctors and nurses in the observation group were significantly higher than those in the control group,the difference was statistically significant(x2=7.862,8.392,P<0.05).The operation time of the observation group was significantly lower than that of the control group,the difference was statistically significant(t=51.099,P<0.05).The body temperature of the patients at 15 minutes during operation and 20 minutes after operation in the observation group were higher than those in the control group,the difference was statistically significant(t=-13.153,-17.911,P<0.05).Conclusion:The use of heating and pressurizing device in gynecological hysteroscopic surgery can increase the clarity of dilated uterus,effectively shorten operation time,save human resources,reduce complications and improve the satisfaction of medical staff.The clinical application effect is good.
8.The management mode of hereditary angioedema: intra-hospital multi-diciplinary treatment, linkage of cooperation network, online and offline whole process management
Wo YAO ; Dingqian WU ; Ying SHEN ; Lei SHEN ; Yan LI ; Liuya GE ; Songzhao ZHANG ; Jiong CHEN ; Huiying WANG
Chinese Journal of Preventive Medicine 2024;58(3):406-413
Hereditary angioedema (HAE) is an autosomal dominant inherited disease characterized by recurrent and unpredictable episodes of subcutaneous or submucosal edema. These attacks could induce fatal risk when larynx is involved. The estimated prevalence of HAE is about 1 in 50 000. Due to its rarity and the diversity of clinical manifestations, HAE is known little by related physicians and misdiagnosis and mistreatment happens very often. Therefore, it is crucial to improve physicians′ understanding of HAE. To address this, a comprehensive management approach for the diagnosis and treatment of HAE have developed in our hospital. This approach includes intra-hospital multi-disciplinary treatment (MDT), collaboration with provincial network hospitals, patient education online and offline interacting with media propaganda. By implementing this approach, the diagnostic precision was significantly improved, the diagnostic time was significantly shortened, and the frequency of emergency interventions for severe laryngeal edema was significantly reduced. Additionally, the collection of data from HAE patients has provided valuable clinical insights for the diagnosis and treatment of HAE in China.
9.Clinical value of serum 25-hydroxyvitamin D level in predicting the efficacy of ustekinumab in the treatment of Crohn′s disease with perianal fistula
Dingli ZHANG ; Hao WU ; Shuguang CAO ; Huiying XIAO ; Shunyu RAO ; Yi JIANG
Chinese Journal of Digestion 2024;44(6):385-390
Objective:To evaluate the predictive value of serum 25-hydroxyvitamin D (25(OH)D) level for the clinical response and imaging response to anal fistula in patients with perianal fistulizing Crohn′s disease (PFCD) treated with ustekinumab (UST).Methods:From October 1, 2021 to June 30, 2023, 80 patients with active PFCD who received UST treatment at the Second Affiliated Hospital of Wenzhou Medical University were retrospectively collected. Harvey-Bradshaw index (HBI) was applied to evaluate the clinical activity of PFCD patients. Perianal disease activity index (PDAI) were used to evaluate the clinical outcomes of anal fistula and pelvic magnetic resonance imaging (MRI) were used to evaluate the imaging outcomes of anal fistula. Serum 25(OH)D levels were examined at week 0, 8, 16, and 24 after UST treatment. Binary logistic regression models were performed to analyze the relationship between the baseline serum 25(OH)D level and the clinical pathological characteristics. And the correlation between the serum 25(OH)D level and the clinical response to anal fistula at week 8 after UST treatment was analyzed. The relationship between clinical response and imaging response to anal fistula at week 24 was also analyzed. R software was employed to draw nomograms and calculate the C-index. Independent sample t test and chi-square test were used for statistical comparison. Results:Multifactorial binary logistic regression analysis showed that the baseline level of serum 25(OH)D was independently correlated with the baseline HBI and baseline PDAI in PFCD patients ( OR=1.45, 95% confidence interval (95% CI) 1.08 to 1.95, P=0.014; OR=1.39, 95% CI 1.01 to 1.92, P=0.042). At week 8 after UST treatment, the serum 25(OH)D level of patients with clinical response to fistula was higher than that of patients without clinical response ((21.77±6.17) μg/L vs. (16.72±6.39) μg/L), while the baseline PDAI was lower than that of patients without response (6.88±2.15 vs. 8.06±2.14), and the proportions of patients with previous failure of biologic therapy and with complex anal fistula were also lower than those of patients without response (42.4%, 14/33 vs. 66.0%, 31/47; 57.6%, 19/33 vs. 78.7%, 37/47), and the differences were statistically significant ( t=3.53 and 2.43, χ2=4.36 and 4.13; P=0.002, 0.022, 0.039 and 0.045). At week 24 after UST treatment, the serum level of 25(OH)D in patients with imaging response was higher than that in patients without response ((22.48±5.81) μg/L vs. (16.66±6.34) μg/L), and the proportion of patients with previous failure of biologic therapy and the proportion of patients with complex anal fistula was lower than that in patients without response (40.0%, 20/50 vs. 12/15; 60.0%, 30/50 vs. 14/15), and all the differences were statistically significant ( t=3.33, χ2=7.39 and 5.86; P=0.004, 0.011 and 0.038). Multifactorial binary logistic regression model analysis showed that the average serum 25(OH)D level and previous failure of biological therapy were 2 independent factors of clinical response to anal fistula at week 8 after UST treatment ( OR=1.11, 95% CI 1.02 to 1.21, P=0.012; OR=0.34, 95% CI 0.12 to 0.97, P=0.043), which were also 2 independent factors of clinical response to anal fistula ( OR=1.14, 95% CI 1.05 to 1.24, P=0.002; OR=0.30, 95% CI 0.11 to 0.89, P=0.029) and imaging response to anal fistula ( OR=1.20, 95% CI 1.05 to 1.36, P=0.006; OR=0.11, 95% CI 0.02 to 0.58, P=0.009) at week 24 after UST treatment. The nomograms showed the C-indexes of the clinical response to anal fistula at week 8 and week 24 after UST treatment were 0.78 (95% CI 0.68 to 0.89) and 0.76 (95% CI 0.64 to 0.87), respectively. The C-index of imaging response at week 24 after UST treatment was 0.85 (95% CI 0.76 to 0.95). Conclusions:In PFCD patients treated with UST, serum 25(OH)D levels and previous failure of biological therapy may independently affect the clinical response to anal fistula at week 8 and 24 after UST treatment, as well as the imaging response to anal fistula at week 24 after UST treatment.
10.The sinicization of the Misscare Survey Operating Room Scale and the test of its reliability and validity
Yixian SHANG ; Ling FAN ; Huiying WU
Chinese Journal of Nursing 2024;59(22):2774-2780
Objective To translate the Misscare Survey Operating Room(OR)Scale into Chinese,and to test its reliability and validity.Methods The improved Brislin model is used for translation.The Chinese version scale was determined after cross-cultural adaptation and pre-experiment.A convenient sampling method was used to investigate 310 operating room nurses from 2 tertiary A hospitals in Liaoning province from October to December 2023 to analyze the reliability and validity of the scale through questionnaire survey.Results The Chinese version scale of the Misscare Survey OR included 28 OR nursing activities in part A and 16 items of missed nursing care in part B.The Cronbach's α coefficient was 0.949 and 0.886,respectively;the test-retest reliability was 0.887 and 0.784,respectively.In part A,the exploratory factor analysis extracted 5 factors,including law,preparedness,security,communication and closure procedures,with a cumulative variance contribution of 85.718%.In Part B,4 factors(urgency,staffing,materials,teamwork)were extracted by exploratory factor analysis,and the cumulative variance contribution rate was 82.965%.In Part A,the content validity and the content validity index of the item level of the scale was 0.80~1.00 and 0.98;in Part B,the content validity and the content validity index of the item level of the scale was 0.80~1.00 and 0.96.Conclusion The Chinese version of the Misscare Survey OR Scale has good reliability and validity,which can be used to measure the missing items of the OR nurses in China and reflect the missing reasons,and it can be used as an evaluation tool to evaluate the missed care of OR nurses.

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