1.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.
2.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.
3.Efficacy of Fuzheng Hejie Prescription in the Treatment of Respiratory Viral Infection in Children and Its Effect on Immune Function
Xin-Yi LI ; Zong-Kan HU ; Yu XIE ; Wen-Ting MA ; Rong-Fang ZHOU ; Qi LYU ; Jie-Yu ZAN ; Ling-Fang ZHOU ; Ze-Ting YUAN
Journal of Guangzhou University of Traditional Chinese Medicine 2024;41(3):631-637
Objective To investigate the efficacy of Fuzheng Hejie Prescription(composed of Scutellariae Radix,Lonicerae Japonicae Flos,Agastachis Herba,Bupleuri Radix,Atractylodis Rhizoma,Glycyrrhizae Radix et Rhizoma,etc.)in the treatment of respiratory viral infections in children and to observe its effect on inflammatory factors and immune function.Methods A total of 203 children with respiratory viral infection of H1N1 virus were randomly divided into 101 cases in the observation group and 102 cases in the control group.Both groups were given the routine treatment for subsiding fever,maintaining water-electrolyte balance,and ensuring enough sleep.And additionally,the control group was given Ribavirin Granules and Ibuprofen Granules,and the observation group was given Fuzheng Hejie Prescription based on the treatment for the control group.The course of treatment covered 7 days.The changes of traditional Chinese medicine(TCM)syndrome scores and the levels of immunological indicators and inflammatory factors in the two groups were observed before and after the treatment.Moreover,the clinical efficacy,symptom resolution time and the incidence of adverse reactions were compared between the two groups of children.Results(1)In the course of the trial,one case fell off in the observation group and 2 cases fell off in the control group,and eventually 100 children in each group were included in the trial.(2)After 7 days of treatment,the total effective rate of the observation group was 93.00%(93/100),and that of the control group was 88.00%(88/100),and the intergroup comparison showed that the therapeutic effect of the observation group was superior to that of the control group,but the difference was not statistically significant(χ2= 1.454,P = 0.228).(3)After treatment,the scores of primary symptoms and secondary symptoms as well as the total TCM syndrome scores in the two groups were decreased compared with those before treatment(P<0.05),and the decrease in the observation group was significantly superior to that in the control group(P<0.01).(4)After treatment,the time for the resolution of clinical symptoms such as fever,cough,expectoration and sore throat in the observation group was significantly shorter than that in the control group(P<0.01).(5)After treatment,the levels of immunological indicators of T lymphocyte subset CD3+ and CD4+ in the two groups were increased compared with those before treatment(P<0.05),and the levels of CD8+ and B cells were decreased compared with those before treatment(P<0.05).The intergroup comparison showed that the increase in the levels of CD3+ and CD4+ as well as the decrease in the levels of CD8+ and B cells of the observation group was significantly superior to that of the control group(P<0.01).(6)After treatment,the levels of inflammatory factors of serum amyloid A(SAA),C-reactive protein(CRP),serum tumor necrosis factor alpha(TNF-α),soluble interleukin 2 receptor(SIL-2R),and interleukin 6(IL-6)in the two groups were significantly decreased compared with those before treatment(P<0.05),and the levels of interleukin 2(IL-2)and interferon γ(IFN-γ)ls were all significantly increased compared with those before treatment(P<0.05).The intergroup comparison showed that the decrease of serum SAA,CRP,TNF-α,SIL-2R,and IL-6 levels and the increase of serum IL-2 and IFN-γ levels in the observation group were significantly superior to those in the control group(P<0.01).(7)The incidence of adverse reactions in the observation group was 2.00%(2/100),which was significantly lower than that of 8.00%(8/100)in the control group,but the difference was not statistically significant(χ2 = 3.789,P = 0.052).Conclusion Fuzheng Hejie Prescription exerts certain effect in treating children with respiratory viral infection of H1N1 virus,which can effectively decrease children's TCM syndrome scores,regulate the inflammatory response,improve the immune function,accelerate the relief of clinical symptoms and shorten the course of the disease.
4.M1 polarization of macrophage induced by STING signaling promotes T cell immune response
Jianfei Li ; Zhi Duan ; Qian Liu ; Qiyin Zong ; Wanlu Duan ; Futing Liu ; Hao Zhang ; Qiang Zhou ; Qin Wang
Acta Universitatis Medicinalis Anhui 2024;59(11):1974-1981
Objective:
To investigate the effect of activation of the stimulator of interferon genes(STING) pathway on macrophage polarization function and its role in T-cell response.
Methods:
Mouse macrophage RAW264.7 cells were used.STING signaling related proteins in RAW264.7 macrophage treated with STING agonist diABZI were analyzed by Western blot,including TANK-binding kinase-1(TBK1),interferon regulatory factor-3(IRF3),STING,p-TBK1,p-IRF3,p-STING.The polarization of macrophage RAW264.7 cells treated with diABZI was analyzed by flow cytometry.Co-culture of diABZI-treated RAW264.7 macrophage and T cells was applied to evaluate the change of T cell response.
Results:
STING signaling related proteins were upregulated in macrophage RAW264.7 cells treated with diABZI for 3 hours.The expression of CD86 was upregulated on the surface of macrophages after 12 hours of diABZI treatment,and the CD86/CD206 ratio was elevated,which presented the M1 polarization phenotype.When coculturing diABZI-treated macrophage RAW264.7 cells with T cells,the cytokine secretion ability of T cells including CD4+T and CD8+T cells was enhanced and the expression of CD107a in CD8+T cells was upregulated.
Conclusion
STING signaling induces M1 polarization of macrophages which enhance the function of T cells,especially CD8+T cell immune response.
5.Methodological Consideration on Combination Model of TCM Clinical Practice Guidelines and Real-world Study
Guozhen ZHAO ; Huizhen LI ; Ning LIANG ; Haili ZHANG ; Bin LIU ; Qianzi CHE ; Feng ZHOU ; He LI ; Xiaowen CHEN ; Long YE ; Jiahao LIN ; Xingyu ZONG ; Dingyi WANG ; Nannan SHI ; Yanping WANG
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(22):87-93
The clinical practice guidelines of traditional Chinese medicine (TCM) have problems such as limited clinical application and unclear implementation effects, which may be related to the lack of clinical practice evidence. To provide reliable and precise evidence for clinical practice, this article proposes a model of combining TCM guidelines with real-world study, which includes 4 steps. Firstly, during the implementation process of the guidelines, a high-quality research database is established. Secondly, the recommendations in the guidelines are evaluated based on the established database in multiple dimensions, including applicability, effectiveness, safety, and cost-effectiveness, and thus their effectiveness in practical applications can be determined. Thirdly, based on the established database, core prescriptions are identified, and the targeted populations and medication plans are determined. That is, the best treatment regimen is established based on the analysis of abundant clinical data regarding the effects of different medication frequencies, dosages, and duration on efficacy. Fourthly, the guidelines are updated according to the real-world evidence. The research based on this model can provide real-world evidence for ancient and empirical prescriptions, improving their application in clinical practice. Moreover, this model can reduce research costs and improve research efficiency. When applying this model, researchers need to pay attention to the quality of real-world evidence, ensuring that it can truly reflect the situation in clinical practice. In addition, importance should be attached to the clinical application of guideline recommendations, ensuring that doctors can conduct standardized diagnosis and treatment according to the guidelines. Finally, full-process participation of multidisciplinary experts is encouraged to ensure the comprehensiveness and scientificity of the study. In conclusion, the application of this model will contribute to the development of TCM guidelines responsive to the needs of clinical practice and achieve the goal of promoting the homogenization of TCM clinical diagnosis and treatment.
6.Key Techniques and Methodological Considerations for Formation of Traditional Chinese Medicine Syndrome Classification Standards
Guozhen ZHAO ; Xingyu ZONG ; Xueyao ZHAO ; Huizhen LI ; Feng ZHOU ; Xuanling ZENG ; Jiahao LIN ; Ning LIANG ; Haili ZHANG ; Qianzi CHE ; Bin LIU ; Nannan SHI
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(24):257-261
The classification of traditional Chinese medicine (TCM) syndromes is one of the core technical elements in the industry standard of Specification of Diagnosis and Therapeutic Effect Evaluation of Diseases and Syndromes in TCM. In the past,when clinical standards for TCM were formulated,the determination of TCM syndrome classification relied heavily on textbooks and expert experience,lacking systematic research. This approach thus failed to reflect the advancement and scientificity of the standards,thereby affecting their implementation and application. This article reviewed the presentation forms and technical methods of TCM syndrome classification,including the two-tier syndrome classification model with primary and secondary symptoms,as well as the application of modern literature research,ancient literature research,Delphi method,in-depth expert interviews,consensus conferences,and real-world research. When syndrome classification standards are developed,it is necessary to build upon modern literature research,adopt a mixed approach combining qualitative research and quantitative analysis results,and reach expert consensus through consensus conferences. Through systematic research,the scientificity,applicability,and coordination of TCM syndrome classification standards can be enhanced,providing guidance for the standardization of TCM.
7.Genotyping and antimicrobial susceptibility characteristics of human and foodborne Salmonella in Nan'an District of Chongqing from 2019 to 2022
Caiyun LI ; Jing YIN ; Lingyu GONG ; Siyu ZHOU ; Yi LUO ; Li FENG ; Hua ZONG
International Journal of Laboratory Medicine 2024;45(12):1442-1447,1452
Objective To understand the serotype,molecular typing and drug sensitivity characteristics of Salmonella isolated from food and stool samples of diarrhea patients in Nan'an District of Chongqing.Methods A total of 71 Salmonella strains isolated from food and stool samples of diarrhea patients in Nan'an District of Chongqing from 2019 to 2022 were serotyped,and the drug resistance of the strains was determined by the micro-broth dilution method.Multilocus sequence typing(MLST)was performed on 2 Salmonella Ken-tucky strains,and whole genome sequencing was performed on 8 Salmonella typhimurium strains and 2 Sal-monella typhimurium variants.Results The 71 strains of Salmonella included 13 serotypes.A total of 48 Sal-monella strains were isolated from stool samples of diarrhea patients,with Salmonella typhimurium(56.25%,27/48)and Salmonella enteritidis(18.75%,9/48)as the main serotypes.A total of 23 Salmonella strains were isolated in food samples,with Salmonella Rissen(26.09%,6/23)as the predominant.The total drug re-sistance rate of 71 strains of Salmonella was 97.18%.The highest drug resistance rate was ampicillin(69.01%),followed by tetracycline(64.79%),compound sulfamethoxazole(43.66%)and chloramphenicol(43.66%).The multidrug resistant strains accounted for 61.97%(44/71),including 60.42%(29/48)of stool samples of diarrhea patients and 65.22%(15/23)of food samples.The two Salmonella Kentucky strains iso-lated from food and diarrhea patients were resistant to 7 and 8 types,respectively,with the largest number of drug resistant types in the corresponding samples.The MLST types of both Salmonella Kentucky strains was ST198 type.The MLST types of 8 Salmonella typhimurium strains selected for sequencing were ST19,and the MLST types of 2 Salmonella typhimurium monophasic variants were ST34.The genetic relationship of Salmo-nella typhimurium with the same ST type was different.Conclusion The serotypes of Salmonella isolated from Nan'an District of Chongqing are diverse and the drug resistance is serious.The detection of ST198 Sal-monella Kentucky is more accurate by using whole genome sequencing than MLST.The surveillance of Sal-monella serotypes,molecular typing and drug resistance should be strengthened.
8.Role of macrophages in pulmonary blood-air barrier impairment induced by PM2.5 exposure
Mengfei YAO ; Guozhen WANG ; Xiaonan HOU ; Duo TANG ; Zijia LIU ; Chao SHENG ; Yuchen ZHENG ; Qi ZONG ; Wenke LI ; Zhixiang ZHOU
Journal of Army Medical University 2024;46(8):849-858
Objective To investigate the role of macrophages in the process of fine particulate matter (PM2.5)exposure induced damage to pulmonary blood-air barrier.Methods Eighteen male BALB/C mice (aged of 10 weeks,weighing 24~27 g)were randomly divided into control group and low-and high-dose PM2.5 exposure groups (receiving 1 .8 and 16.2 mg/kg,respectively),with 6 mice in each group.The control group received tracheal instillations of normal saline on days 1,4,and 7,whereas the exposure groups were administered corresponding dose of PM2.5 exposure at the same time points.In 24 h after last exposure,pathological changes in the lung tissues were observed,and the contents of total protein (TP ),lactate dehydrogenase (LDH ),and alkaline phosphatase (AKP ) in bronchoalveolar lavage fluid (BALF ),and F4/80 protein level in lung tissue were measured to evaluate the blood-air barrier damage and macrophage infiltration within the lung tissues.Additionally,an in vitro model of the blood-air barrier was established using A549 alveolar epithelial cells and EA.hy926 vascular endothelial cells.In combination with a THP-1 macrophage model,the supernatant PM2.5 supernatant,macrophage supernatant,and PM2.5-macrophage supernatant were incubated with the barrier model for 24 h,respectively.Transmembrane electrical resistance (TEER),sodium fluorescein permeability of the barrier model,and LDH release from the barrier cells were measured to ascertain the extent of macrophage-mediated enhancement in barrier damage induced by PM2.5 exposure.Furthermore,the expression of inflammatory cytokines,such as TNF-α,IL-1β,IL-6,and IL-8 in the macrophages after PM2.5 exposure was analyzed with quantitative real-time PCR (qPCR)and enzyme-linked immunosorbent assay (ELISA).Results PM2.5 exposure induced lung tissue damage in mice in a dose-dependent manner,significantly elevated the contents of TP,LDH and AKP in the BALF and caused marked infiltration of macrophages into the lung tissue,especially the high-dose exposure when compared with the mice from the control group (P<0.01 ).In vitro barrier model exposure experiments showed that in comparison with the treatment of 150 and 300 μg/mL PM2.5 and macrophage supernatant,the same doses of PM2.5-macrophage supernatant resulted in notably decreased TEER and significantly enhanced permeability in the barrier model (P<0.01 ),and markedly increased LDH release from epithelial and endothelial barrier cells (P<0.01 ).Additionally,the exposure of 150 and 300μg/mL PM2.5 led to a significant up-regulation of TNF-α,IL-1β,IL-6,and IL-8 in the macrophages (P<0.01 ).Conclusion Macrophages deteriorate PM2.5-induced functional impairment of the pulmonary blood-air barrier.
9.The mechanism of imatinib on the regulation of lipopolysaccharide-induced acute lung injury in mice through the Nrf2/HO-1 signaling pathway
Duanyang LI ; Yaru LIU ; Zhiqing ZHOU ; Hong YANG ; Xiaolong ZONG ; Zhenyu LI
Chinese Journal of Emergency Medicine 2024;33(8):1104-1109
Objective:To evaluate the effect of imatinib on the endotoxemia-induced acute lung injury in mice.Methods:Sixty SPF male, 8-12 weeks, C57BL/6 mice were randomly (random) divided into 4 groups ( n=15 each): control group (group C), imatinib group (groupⅠ), endotoxemia group (group LPS) and imatinib + endotoxemia group (group I+LPS). The endotoxemia model of acute lung injury was established. After 24 hours, the mice were sacrificed. The pathological changes of lung tissues were evaluated, the lung injury scores were calculated, and the wet/dry ratios of lung tissues were measured. ELISA was used to detect the levels of tumor necrosis factor-α (TNF-α) and interleukin-6 (IL-6) in serum. Detection kits were used to analyze the levels of malondialdehyde (MDA), glutathione (GSH), catalase (CAT), superoxide dismutase (SOD) and the ratio of reduced glutathione to oxidized glutathione (GSH/GSSG) in lung tissues; The expression levels of phosphorylated nuclear factor-kappa B (p-NF-κB), nuclear factor-erythroid 2-related factor 2 (Nrf2) and heme oxygenase-1 (HO-1) in lung tissues were analyzed by western blotting. Results:Compared with the group C, the wet/dry (W/D) ratio of lungs [(3.47±0.41) vs. (5.58±0.47)], lung injury scores [(1.25±0.89) vs. (10.25±1.75)], and the levels of TNF-α and IL-6 in serum increased in the group LPS ( P<0.05). The levels of SOD, CAT, GSH and GSH/GSSG decreased, the level of MDA increased, and the expression of p-NF-κB, Nrf2 and HO-1 protein up-regulated ( P<0.05). Compared with the LPS group, the W/D ratio of lungs [(5.58±0.47) vs.(4.62±0.38)] and lung injury scores [(10.25±1.75) vs. (7.00±1.31)] in the I+LPS group decreased ( P<0.05), and the levels of TNF-α and IL-6 in the serum decreased ( P<0.05). In lung tissues, the levels of SOD, CAT, GSH and GSH/GSSG increased (all P<0.05), the level of MDA decreased (all P<0.05), the expression of p-NF-κB protein decreased, and the expression of Nrf2 and HO-1 protein increased ( P<0.05). Conclusions:Imatinib improves sepsis-induced acute lung injury in mice, and the mechanism of actions behind may be related to the inhibition of oxidative stress.
10.Effects of heparin on FAK/RhoA/ROCK signaling pathways during acute lung injury in septic mice
Xiaolong ZONG ; Tianyi ZHANG ; Duanyang LI ; Xiao WANG ; Yaru LIU ; Zhiqing ZHOU ; Zhenyu LI
Chinese Journal of Anesthesiology 2024;44(7):866-870
Objective:To evaluate the effects of heparin on focal adhesion kinase (FAK)/Ras homolog gene family member A (RhoA)/Rho-associated coiled-coil-containing protein kinase (ROCK) signaling pathways during acute lung injury (ALI) in septic mice.Methods:Thirty SPF healthy adult male C57BL/6J mice, aged 6-8 weeks, weighing 20-23 g, were assigned into 3 groups ( n=10 each) using a random number table method: control group (group C), ALI group, and heparin group (group H). Septic ALI model was prepared by intraperitoneal injection of lipopolysaccharide 15 mg/kg, while group C received the equal volume of normal saline. In group H, heparin sodium solution 10 U was injected via the tail vein at 30 min before developing the model. The equal volume of normal saline was injected in C and ALI groups. Venous blood samples were collected from the eyeballs under deep anesthesia at 24 h after lipopolysaccharide injection. The mice were subsequently sacrificed and lung tissues were obtained for determination of the serum concentrations of interleukin-1beta (IL-1β), interleukin-6 (IL-6) and tumor necrosis factor-alpha (TNF-α) (using enzyme-linked immunosorbent assay), wet/dry lung weight (W/D) ratio, expression of vascular endothelial adhesion factor 1 (VCAM-1) (by immunohistochemical staining) and expression of FAK, phosphorylated FAK (p-FAK), RhoA, GTP-bound RhoA (RhoA-GTP) and ROCK (by Western blot) and for examination of the pathological changes. The lung injury was assessed and scored. Results:Comparison with group C, the serum concentrations of IL-1β, IL-6 and TNF-α, W/D ratio and lung injury scores were significantly increased, and the expression of VCAM-1, p-FAK, RhoA-GTP and ROCK was up-regulated in ALI group ( P<0.05). Compared with ALI group, the serum concentrations of IL-1β, IL-6 and TNF-α, W/D ratio and lung injury scores were significantly decreased, and the expression of VCAM-1, p-FAK, RhoA-GTP and ROCK was down-regulated in H group ( P<0.05). Conclusions:The mechanism through which heparin mitigates ALI is associated with the inhibition of the FAK/RhoA/ROCK signaling pathway in septic mice.


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