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.Impact of the number of microsatellite markers on the analysis of population genetic diversity of Schistosoma japonicum
Juan LONG ; Lang MA ; Hongying ZONG ; Zhipeng ZHOU ; Hao YAN ; Qinping ZHAO
Chinese Journal of Schistosomiasis Control 2025;37(3):239-246
Objective To examine the impact of different numbers of microsatellite markers on the analysis of population genetic diversity of Schistosoma japonicum, so as to provide insights into studies on the population genetic diversity of S. japonicum. Methods Oncomelania hupensis snails were collected from a wasteland in Gong’an County, Hubei Province, and 37 S. japonicum-infected O. hupensis snails were identified using the cercarial shedding method. A single cercaria released from each S. japonicum-infected O. hupensis snail was collected, and 10 cercariae were randomly collected from DNA extraction. Nine previously validated microsatellite loci and 15 additional microsatellite loci screened from literature review and the GenBank database and confirmed with stable amplification efficiency were selected as molecular markers. Genomic DNA from cercariae was subjected to three multiplex PCR amplifications of microsatellite markers with the Type-it Microsatellite PCR kit, and genotyped using capillary electrophoresis. The population genetic diversity of S. japonicum cercariae DNA was analyzed with observed number of alleles (Na), effective number of alleles (Ae), observed heterozygosity (Ho), expected heterozygosity (He), and polymorphism information content (PIC), and tested for Hardy-Weinberg equilibrium (HWE) and linkage disequilibrium (LD). To further investigate the impact of the number of microsatellite loci on the population genetic diversity of S. japonicum, the number of microsatellite markers was sequentially assigned from 1 to 24, and the mean and standard deviation of Na were calculated for S. japonicum populations at different locus numbers. In addition, the coefficient of variation (CV) of allelic number (defined as the ratio of the standard deviation to the mean) was determined, and the variation in Na with increasing microsatellite locus numbers was analyzed. Results Genomic DNA from 345 S. japonicum cercariae was selected for genotyping of 24 microsatellite markers, and all 24 microsatellite loci met linkage equilibrium (standardized linkage disequilibrium coefficient D′ < 0.7, r2 < 0.3) and deviated from Hardy-Weinberg equilibrium (P < 0.001). The mean Na, Ae, Ho and He were 27.46 ± 2.18, 12.46 ± 0.95, 0.46 ± 0.03, and 0.91 ± 0.01 for 24 microsatellite loci in S. japonicum cercarial populations, respectively, and PIC ranged from 0.85 to 0.96, indicating high genome-wide representativeness of 24 microsatellite loci. The mean value of Na-Ae was higher in genotyping with 9 previously validated microsatellite loci (19.88 ± 8.43) than with all 24 loci (14.99 ± 8.09). As the number of microsatellite loci increased, the mean Na showed no significant variation; however, the standard deviation gradually decreased. Notably, if the locus number reached 18 or more, the variation in the standard deviation of Na remarkably reduced. In addition, the standard deviation of Na at 18 loci was less than 5% of the mean Na at 24 loci, with a CV of 4.6%. Conclusions The number of microsatellite loci significantly affects the population genetic diversity analysis of S. japonicum. Eighteen or more microsatellite loci are recommended for analysis of the population genetic diversity of S. japonicum under the current conditions of low-prevalence infection and unbalanced genetic distribution of S. japonicum.
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.Methodology for the Development of Clinical Practice Guidelines for Chinese Patent Medicine(Part 4): Evidence Retrieval and Evaluation
Fuqiang ZHANG ; Lijiao YAN ; Ziteng HU ; Yujing ZHANG ; Yaxin CHEN ; Xingyu ZONG ; Zhao CHEN ; Weili WANG ; He LI ; Ning LIANG ; Nannan SHI ; Yanping WANG
Journal of Traditional Chinese Medicine 2024;65(1):60-65
The retrieval and evaluation of evidence is the basis for the development of clinical practice guidelines for Chinese patent medicine. As traditional Chinese medicine has a different development trajectory and utilization characteristics from modern medicine, there is certain differences in terms of evidence composition, retrieval and integration.This paper discussed multi-source body of evidence on Chinese patent medicine based on modern evidence-based medicine and ancient medical literature, and summarized the retrieval strategy as well as the possible problems and solving methods. For different types of evidence on Chinese patent medicine, the corresponding evaluation tools have been recommended, and the order to integrate the evidence based on the quality of the evidence from high to low is suggested. Finally, a multi-source based evidence retrieval-evaluation-integration scheme for Chinese patent medicine has been formed, which will provide a methodological reference for practitioners in the development of clinical practice guidelines for Chinese patent medicine.
5.Methodology for Developing Rapid and Living Guidelines of Traditional Chinese Medicine (RALIG-TCM) (Part 4): Evidence Monitoring and Dynamic Updates
Lijiao YAN ; Ning LIANG ; Yujing ZHANG ; Ziteng HU ; Yaxin CHEN ; Xiaoling LI ; Wenjie CAO ; Huizhen LI ; Xingyu ZONG ; Chen ZHAO ; Cheng LYU ; Nannan SHI ; Yanping WANG
Journal of Traditional Chinese Medicine 2024;65(3):287-291
In developing rapid and living guidelines of traditional Chinese medicine (TCM) in response to public health emergencies, it is important that evidence continue to be reviewed, and clinical questions and recommendations updated if necessary, due to the rapid changes in disease progression and the continuous generation of relevant research evidence. This paper proposed that the updating scope in dynamic mode should first be identified; then evidence monitoring should be carried out in four aspects, including clinical research, related guidelines or laws and regulations, disease progression, as well as clinical use of recommendations and clinical needs; finally, based on the results of the evidence monitoring, different options should be made, including revising the clinical questions, updating the evidence and recommendations, and withdrawing the guideline.
6.Effects of bunched cognitive behavior intervention on disease fear and psychological security in glioma patients
Bo GAO ; Xuerong ZONG ; Yan SHENG ; Liping YANG ; Wei WANG ; Bo LI
Chinese Journal of Behavioral Medicine and Brain Science 2024;33(3):252-258
Objective:To investigate the effects of bunched cognitive behavior intervention on disease fear and psychological security in patients with glioma.Methods:A total of 92 patients with glioma who underwent surgical treatment from January 2022 to June 2023 were selected.According to the order of enrollment, all subjects were divided into research group( n=44)and control group( n=48). The patients in control group received routine medical and nursing intervention, and patients the research group adopted glioma bunched cognitive behavior intervention on the basis of routine medical and nursing intervention, including 4 intervention cycles.At enrollment, 2 weeks after intervention, and 4 weeks after intervention, all subjects were evaluated by the fear of progression questionnaire-short form (FoP-Q-SF), safety questionnaire (SQ), self-rating anxiety scale (SAS) and self-rating depression scale (SDS). All the data in this study were processed by SPSS 26.0 statistical software.The scores of FoP-Q-SF, SQ, SAS and SDS before and after intervention were compared by repeated measures ANOVA between the two groups. Results:(1)The total FoP-Q-SF score, physiological health dimension scores, and social family dimension scores of the two groups showed significant interaction effects before and after intervention ( F=254.839, 52.738, 12.237, all P<0.05). Further simple effect analysis showed that after 2 and 4 weeks of intervention, the FoP-Q-SF scores of the research group (2 weeks after intervention: 33.80±4.94, 36.48±4.04; 4 weeks after intervention: 31.25±4.55, 35.94±4.47) and social family dimensions (2 weeks after intervention: 15.32±2.56 points, 17.06±2.14; 4 weeks after intervention: 14.05±2.59, 16.96±1.99) were lower than those of the control group (all P<0.05). The physiological health dimension score of the research group was lower than that of the control group after 4 weeks of intervention (4 weeks after intervention: 17.30±2.92, 19.06±2.38) ( P<0.05). After 4 weeks of intervention, the FoP-Q-SF score, physiological health dimension score, and social family dimension score of the research group were all lower than those at 2 weeks after intervention and before intervention (all P<0.05). (2)The total SQ score, interpersonal security dimension score and the determined control score of the two groups showed significant interaction effects before and after intervention( F=193.129, 54.706, 44.015, all P<0.05). Further simple effect testing showed that after 2 and 4 weeks of intervention, the total SQ score and interpersonal security score of the research group were higher than those of the control group (all P<0.05). The determined control score of the research group was higher than that of the control group after 4 weeks of intervention ( P<0.05). After 2 and 4 weeks of intervention, the total SQ score, interpersonal security score, and determination control score of the research group were higher than before intervention (all P<0.05), and the total SQ score and interpersonal security score of the research group were higher than 2 weeks after intervention (both P<0.05). (3)The SAS score and SDS score of the two groups showed significant interaction effects before and after intervention( F=237.867, 282.882, both P<0.05). Further simple effect analysis showed that after 2 and 4 weeks intervention, the SAS and SDS scores of the research group were lower than those of the control group (all P<0.05). The SAS and SDS scores of the research group were lower after 2 weeks and 4 weeks intervention than before intervention (all P<0.05). The SAS and SDS scores of the research group at 4 weeks after intervention were lower than those at 2 weeks after intervention (both P<0.05). Conclusion:Bundled cognitive behavioral intervention can improve disease fear and negative emotions in patients with glioma, and enhance psychological security.
7.Therapeutic effects of enalapril maleate on doxorubicin-induced heart failure in rats
Shu-Yan HUANG ; Yu-Ling LUAN ; Ying ZHANG ; Jun-Feng QIAN ; Zong-Jun LIU
The Chinese Journal of Clinical Pharmacology 2024;40(4):569-573
Objective To investigate the therapeutic effects and mechanism of enalapril maleate tablet on doxorubicin-induced heart failure rats based on mitogen-activated protein kinase(MAPK)signaling pathway.Methods Eleven of the 40 male SD rats were randomly selected as the normal group(equivalent to 0.9%NaCl),and the remaining 29 were prepared with intraperitoneal injection of 3 mg·kg-1·w-1 doxorubicin to prepare heart failure model.After successful modeling,they were randomly divided into model group(n=15 cases)and experimental group(n=14 cases).Experimental group was given 1.8 mg·kg-1·d-1 enalapril maleate suspension for gavage;normal and model groups were given the same amount of 0.9%NaCl by gavage.After 8 weeks,the rats were subjected to cardiac ultrasound,the left ventricular ejection fractions(LVEF)of each group were recorded,the serum myocardial injury index level was detected by enzyme-linked immunosorbent assay,and the expression levels of mRNA and protein related to the MAPK signaling pathway were detected by real-time quantitative polymerase chain reaction and Western blot.Results The LVEF values of control,model and experimental groups were(77.85±3.34%)%,(41.39±2.87%)%and(60.10±6.53%)%;serum brain natriuretic peptide contents were(219.30±10.59),(333.90±61.19)and(260.00±16.10)pg·mL-1;the relative expression levels of Mapk8ip2 were 1.00±0.01,2.60±0.12 and 2.00±0.08;the relative expression levels of Mapk8ip3 were 1.00±0.00,6.77±1.04 and 3.66±0.54;the relative expression levels of Mapk1 were 1.00±0.00,4.40±0.14 and 2.71±0.24;the relative expression levels of Mapk3 were 1.00±0.01,7.83±0.34 and 2.71±0.24;the relative expression levels of P38-MAPK were 1.00±0.05,1.14±0.02 and 1.02±0.03;the relative expression levels of extracellular regulated protein kinase 1/2 protein were 1.00±0.07,1.49±0.03 and 1.16±0.10;the relative expression levels of c-Jun N-terminal kinase 1/2 protein were 1.00±0.03,1.65±0.19 and 1.14±0.01,respectively.Compared with the model group,the differences of above indexes in the normal and experimental groups were statistically significant(all P<0.01).Conclusion Enalapril maleate tablets have therapeutic effects on rats with heart failure,and the mechanism may be achieved by regulating the MAPK signaling pathway.
8.Protective effect of sufentanil on rat model of off-pump coronary artery bypass grafting
Yan LU ; Zong-Fang PIAO ; Ling LI ; Li-Wei WANG ; Rui SU
The Chinese Journal of Clinical Pharmacology 2024;40(4):579-583
Objective To investigate the effects of sufentanil on myocardial cells and renal function in rat models of non-stopping coronary artery bypass grafting.Methods SD rats were randomly divided into sham group(only thoracectomy without coronary artery ligation),model group(ischemia perfusion model was constructed),experimental-L group(ischemia perfusion model+0.5 μg·kg-1 sufentanil)and experimental-H group(ischemia perfusion model+1μg·kg-1 sufentanil).The mice were sacrificed 6 h after operation.The expressions of tumor necrosis factor-α(TNF-α),interleukin-1 β(IL-1 β)and interleukin-6(IL-6)in cardiomyocytes and renal cells were detected by enzyme-linked immunosorbent assay(ELISA).The expressions of apoptosis-related proteins in cardiomyocytes and renal cells were detected by Western blot.Serum renal function was detected with serum renal function kit.Results The expression levels of TNF-α in myocardial cells were(50.41±6.03),(136.61±21.73),(102.36±12.84)and(74.21±16.32)pg·mg-1 in sham group,model group,experimental-L group and experimental-H group,respectively;the expression levels of cysteinyl aspartate specific proteinase-3(Caspase-3)were 0.31±0.02,1.26±0.18,0.83±0.12 and 0.67±0.08,respectively;blood urea nitrogen(BUN)levels were(5.94±1.12),(20.04±5.36),(16.84±4.19)and(10.96±3.64)μmol·L-1,respectively;the expression levels of TNF-α in renal cells were(146.49±16.13),(1 023.82±34.69),(841.65±49.66)and(324.84±48.93)pg·mg-1,respectively;the expression levels of Caspase-3 in renal cells were 0.48±0.06,1.15±0.17,0.96±0.06 and 0.74±0.07,respectively.The difference between experimental-H group and sham group,model group and experimental-L group were statistically significant(all P<0.05).Conclusion Sufentanil can significantly reduce the production of inflammatory factors and the expression of apoptotic proteins in rat cardiomyocytes,significantly improve the renal function of rats,and significantly reduce the production of inflammatory factors and the expression of apoptotic proteins in rat renal cells.
9.Pharmacokinetic study of crushed posaconazole enteric-coated tablets compared with oral suspension in rabbits
Feng-Xi LIU ; Si-Wen LI ; Hui-Ying ZONG ; Wu-Lin ZHAG ; Xin HUANG ; Yan LI
The Chinese Journal of Clinical Pharmacology 2024;40(17):2543-2547
Objective To compare the pharmacokinetics of crushed posaconazole enteric-coated tablets and oral suspension after intragastric administration in rabbits.Methods The experiment was designed in a randomized cross-over study.Six New Zealand rabbits were intragastrically administrated with crushed posaconazole enteric-coated tablets or suspension,and blood was collected at specific time points.The concentration of posaconazole in plasma was determined by high-performance liquid chromatography,and the pharmacokinetic parameters of both groups were calculated with DAS 2.0 software.Results The main pharmacokinetic parameters of posaconazole enteric-coated tablets and suspension were obtained as follows:AUC0-twere(40.03±5.04)and(49.92±16.09)μg·mL-1·h;AUC0-∞ were(44.00±4.50)and(51.10±16.80)μg·mL-1·h;t1/2 were(7.30±1.13)and(8.53±1.34)h;Cmrx were(3.12±0.57)and(2.78±0.60)μg·mL-1;apparent volume of distribution(Vd)were(2.40±0.34)and(2.59±0.76)L·kg-1;clearance rate(CL)were(0.23±0.02)and(0.22±0.08)L·h-1·kg.There were no statistic differences in AUC0-t,Cmax and Vd between posaconazole suspension and crushed enteric-coated tablets after intragastric administration(all P>0.05).Conclusion There was no pharmacokinetic advantage for crushed enteric-coated tablets against oral suspension.
10.Effect of total parathyroidectomy with autotransplantation on bone mineral density in patients with renal secondary hyperparathyroidism
Junfang YAN ; Qian ZONG ; Liang YUAN ; Huai LI ; Ting BAO ; Wenting XU ; Danfeng ZHANG ; Wei TANG
Journal of Army Medical University 2024;46(18):2152-2157
Objective To investigate the impact of total parathyroidectomy with autotransplantation (tPTx+AT)on bone mineral density and serum soluble Klotho (sKlotho)level in patients with secondary hyperparathyroidism (SHPT).Methods A total of 86 patients undergoing tPTx+AT in the Second Affiliated Hospital of Anhui Medical University from June 2019 to May 2022 were recruited in this study.Their demographic characteristics were collected before surgery,along with serum levels of corrected calcium,phosphorus,intact parathyroid hormone (iPTH),alkaline phosphatase (ALP),fibroblast growth factor 23 (FGF23),and sKlotho before and at 5 d,and 1,3,6,12 and 24 months after surgery.Dual energy X-ray absorptiometry was used to determine the BMD values of the lumbar spine L1-L4 before surgery and at 3,6,12 and 24 months after surgery.The changes in BMD and serum FGF23 and sKlotho levels before and after tPTx+AT were observed.Results Surgical treatment was successfully completed in all 86 patients,with their clinical symptoms such as bone pain and skin itching significantly improved postoperatively,and markedly decreased serum calcium,phosphorus,iPTH,ALP and FGF23 levels.The sKlotho level was significantly lower at 5 d postoperatively than that preoperatively,with that at 1 month after surgery increased by approximately 24.5% than the preoperative level,and then the level was in a stable trend.The BMD values at the lumbar spine L1-L4 were increased postoperatively,and reached the highest levels at 12 months postoperatively.Further analyses showed that dialysis vintage,duration of SHPT,and ALP,iPTH and FGF23 levels were negatively correlated with the Z-scores of the lumbar spine L1-L4,while sKlotho level was positively correlated with the Z-scores.Conclusion tPTx+Atcan significantly improve the clinical symptoms of SHPT patients,regulate the balance of calcium and phosphorus metabolism,increase sKlotho level and reduce FGF23 level.It is an effective method to improve BMD.

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