1.Meta-analysis of the effects of gene polymorphism on plasma concentration of voriconazole in patients with invasive fungal infection
Yaxuan LI ; Xingde LI ; Guohui WANG ; Panpan MAO ; Xuejiao MA ; Cangsang SONG
China Pharmacy 2025;36(2):225-231
OBJECTIVE To evaluate the influence of gene polymorphism on plasma minimum concentration (cmin) of voriconazole (VRZ) in patients with invasive fungal infection. METHODS The Cochrane Library, Embase, PubMed, Web of Science, China Biomedical Literature Database, CNKI, VIP and Wanfang Data were searched for literature on the correlation between gene polymorphisms and cmin of VRZ from inception to April 2024. After screening the literature, extracting data, and evaluating the quality of the literature, meta-analysis was performed using R 4.3.2 software. RESULTS A total of 21 studies with 2 454 patients were included. The results of meta-analysis showed that the VRZ cmin of CYP2C19 IM and PM types was significantly higher than EM type, and the VRZ cmin of IM type was significantly lower than PM type (P<0.01). The VRZ cmin of CYP2C9 rs1057910 AA type was significantly higher than AC/CC type, and that of CYP3A5 rs776746 CC type was significantly higher than TT type (P<0.01). The VRZ cmin of POR rs10954732 GG type was significantly higher than GA and AA types, and that of POR rs1057868 CT type was significantly lower than TT type (P<0.01). The VRZ cmin of ABCB1 rs1045642 CC type was significantly higher than TT type (P<0.05). The VRZ cmin of NR1I2 rs2472677 CT type was significantly higher than TT type, and rs7643645 AA type was significantly higher than AG type (P<0.05). The VRZ cmin of ABCC2 rs717620 CC type was significantly lower than CT type and TT type, and the CT type was significantly lower than TT type (P<0.01). CONCLUSIONS Mutant alleles in CYP2C19, CYP2C9 rs1057910, CYP3A5 rs776746, POR rs10954732, ABCB1 rs1045642 and NR1I2 rs7643645 can lead to a decrease in VRZ plasma concentration, and mutant allele in ABCC2 rs717620 can lead to an increase in VRZ plasma concentration.
2.Meta-analysis of the effects of gene polymorphism on plasma concentration of voriconazole in patients with invasive fungal infection
Yaxuan LI ; Xingde LI ; Guohui WANG ; Panpan MAO ; Xuejiao MA ; Cangsang SONG
China Pharmacy 2025;36(2):225-231
OBJECTIVE To evaluate the influence of gene polymorphism on plasma minimum concentration (cmin) of voriconazole (VRZ) in patients with invasive fungal infection. METHODS The Cochrane Library, Embase, PubMed, Web of Science, China Biomedical Literature Database, CNKI, VIP and Wanfang Data were searched for literature on the correlation between gene polymorphisms and cmin of VRZ from inception to April 2024. After screening the literature, extracting data, and evaluating the quality of the literature, meta-analysis was performed using R 4.3.2 software. RESULTS A total of 21 studies with 2 454 patients were included. The results of meta-analysis showed that the VRZ cmin of CYP2C19 IM and PM types was significantly higher than EM type, and the VRZ cmin of IM type was significantly lower than PM type (P<0.01). The VRZ cmin of CYP2C9 rs1057910 AA type was significantly higher than AC/CC type, and that of CYP3A5 rs776746 CC type was significantly higher than TT type (P<0.01). The VRZ cmin of POR rs10954732 GG type was significantly higher than GA and AA types, and that of POR rs1057868 CT type was significantly lower than TT type (P<0.01). The VRZ cmin of ABCB1 rs1045642 CC type was significantly higher than TT type (P<0.05). The VRZ cmin of NR1I2 rs2472677 CT type was significantly higher than TT type, and rs7643645 AA type was significantly higher than AG type (P<0.05). The VRZ cmin of ABCC2 rs717620 CC type was significantly lower than CT type and TT type, and the CT type was significantly lower than TT type (P<0.01). CONCLUSIONS Mutant alleles in CYP2C19, CYP2C9 rs1057910, CYP3A5 rs776746, POR rs10954732, ABCB1 rs1045642 and NR1I2 rs7643645 can lead to a decrease in VRZ plasma concentration, and mutant allele in ABCC2 rs717620 can lead to an increase in VRZ plasma concentration.
3.Study on Medication Law of Qian Ying for the Treatment of Chronic Hepatitis B Based on Data Mining
Wenhan HU ; Chongyang MA ; Xuejiao JIANG ; Jiajun LIANG ; Qiuyun ZHANG
Chinese Journal of Information on Traditional Chinese Medicine 2024;31(4):59-64
Objective To analyze the medication law and academic thoughts of national TCM master Qian Ying in the treatment of chronic hepatitis B through data mining.Methods Totally 168 cases of chronic hepatitis B treated by Professor Qian Ying from Mar.2000 to Dec.2020 were retrospectively collected,and the properties,tastes and tropism meridians,core prescriptions and drug groups of the prescription drugs were analyzed by using the famous doctor inheritance platform.Results Totolly 168 medical cases involved 168 patients and 227 kinds of Chinese materia medica,with a total frequency of 2 158 times.The characteristics of properties,tastes and tropism meridians showed that the main property was cold,and the main taste was bitter,and the main meridian was liver meridian.34 kinds of high-frequency Chinese materia medica(mainly were tonics,heat-clearing medicines,and medicines for activating blood circulation and reducing stasis),28 kinds of core Chinese materia medica,10 pairs of highly co-occurring drugs,and 10 potential drug groups were mined.Conclusion Professor Qian Ying believes that the pathogenesis of chronic hepatitis B is deficiency in nature and excess in superficiality,and the treatment focuses on tonifying deficiency.It is often treated from the liver and emphasizes the harmonization of liver,spleen and kidney.Tonifying deficiency,clearing heat,promoting blood circulation and removing blood stasis are the main treatment methods,followed by dispelling dampness,promoting qi,eliminating phlegm,opening stagnation and relieving the exterior,etc.He pays attention to the harmonization of body and use,is good at using multiple methods.
4.Influencing factors for colonoscopic compliance to colorectal cancer screening in outpatients
Xuejiao TAN ; Xin PENG ; Jian QIN ; Jiaxue LI ; Lina YE ; Ronghui PU ; Li LAI ; Jiajing MA ; Weigang CHEN
Chinese Journal of Digestive Endoscopy 2024;41(2):131-136
Objective:To explore the influencing factors for compliance to colonoscopy screening for colorectal cancer in outpatients.Methods:Patients aged 40-74 years who visited the outpatient gastroenterology department of 7 tertiary hospitals in 7 regions of Xinjiang from January 2022 to June 2022 were enrolled. Recommendations for colonoscopy screening were made according to the patient's medical conditions, and the questionnaire was used to collect information. The Chi-square test was used to compare the differences of compliant and non-compliant patients. Multivariate logistic regression was used to analyze the influencing factors of compliance to colonoscopy screening.Results:A total of 463 valid questionnaires were obtained from 7 centers, in which, 427 outpatients (92.2%) followed the recommendation for colonoscopy screening, and 36 (7.8%) did not. Chi-square test results showed that there were statistically significant differences between the two groups in gender, age, education, subjective cognition of intestinal polyps, personal history of colorectal polyps, family history of colorectal cancer, family history of colorectal polyps, abdominal pain or distension, and defecation habit or stool changes ( P<0.05). The results of multivariate regression analysis showed that the screening compliance of patients aged 40-49 years ( P=0.005, OR=0.141, 95% CI: 0.036-0.549) and 50-59 years ( P=0.039, OR=0.257, 95% CI: 0.071-0.932) was lower than that of patients aged 60-74 years. The screening compliance of patients with high school education ( P=0.011, OR=3.121, 95% CI: 1.304-7.473) and college education or above ( P=0.016, OR=3.544, 95% CI: 1.270-9.890) was higher than those with primary school education and below. Patients with personal history of colorectal polyps ( P=0.015, OR=12.288, 95% CI: 1.629-92.719), family history of colorectal cancer ( P=0.038, OR=8.506, 95% CI: 1.124-64.351) and changes in defecation habit or stool trait ( P=0.039, OR=4.794, 95% CI: 1.085-21.192) also had higher compliance. Conclusion:Age, educational level, personal history of colorectal polyps, and family history of colorectal cancer are related to colonoscopy screening compliance in outpatients of 7 tertiary hospitals in 7 regions of Xinjiang. The independent risk factors affecting compliance to colorectal cancer screening in outpatients are age of 40-59 years, lower educational level, no previous history of polyps or family history of colorectal cancer, and no defecation habit or stool changes.
5.Construction of a global health talent training evaluation index system based on bibliometric analysis
Xiaoqing TAO ; Xuejiao MA ; Siwei FEI ; Lei DUAN ; Shan LÜ ; Jiani WU
Chinese Journal of Schistosomiasis Control 2024;36(2):191-197
Objective To identify the current research hotspots of global health training, and construct a global health talent training evaluation index system. Methods Publications pertaining to global health talent training evaluation were retrieved in China National Knowledge Infrastructure, Wanfang Database, and Web of Science Core Collection from 2003 to 2022, and keywords were extracted from eligible publications for co-occurrence and cluster analyses using the CiteSpace software. Based on keywords clustering results, a global health talent training evaluation index system was constructed using a context, input, process, and product (CIPP) evaluation model as a theoretical framework. Results A total of 692 Chinese publications and 1 264 English publications were included. Keyword co-occurrence and cluster analyses yielded 10 Chinese and 10 English keyword clusters, and the 10 Chinese keyword clusters included analytic hierarchy process, health diplomacy, personnel structure, crossdiscipline, educational assessment, global health discipline development, training needs, curriculum program, quality evaluation and logistics support, while the English keyword clusters included evidence-based practice, capacity building, global health, quality of life, machine learning, leadership, sub-Saharan Africa, health equity, global health security and global health diplomacy. Based on keyword clustering, a global health talent training evaluation index system was constructed with CIPP as the theoretical framework, which contained 4 primary indicators, 15 secondary indicators and 59 tertiary indicators, and the primary indicators included 4 dimensions of context evaluation, input evaluation, process evaluation and product evaluation. Conclusions A global health talent training evaluation index system has been constructed, which provides an effective evaluation tool and quantitative evidence for future global health talent training.
6.Vascular endothelial growth factor 165/bone morphogenetic protein improves osteoblast injury under hypoxic and reoxygenated conditions
Yiting ZHAO ; Yuxiang ZHANG ; Jie MA ; Xuejiao HE
Chinese Journal of Tissue Engineering Research 2024;28(35):5669-5674
BACKGROUND:It has been found that vascular endothelial growth factor 165 and bone morphogenetic proteins interact with each other during hypoxia-reoxygenation and are involved in the repair process of osteoblast injury by regulating the activation of intracellular signaling pathways. OBJECTIVE:To further investigate the relationship between vascular endothelial growth factor 165/bone morphogenetic protein and hypoxic-reoxygenated osteoblast injury. METHODS:Osteoblasts were selected and the hypoxic-reoxygenated injury model was established.Vascular endothelial growth factor 165 and bone morphogenetic protein expressions at mRNA and protein levels were detected by real-time PCR and western blot before and after modeling.After modeling,osteoblasts were given different concentrations of vascular endothelial growth factor 165 and bone morphogenetic protein 2(10,20,40 ng/mL).Cell proliferation was detected by cell counting kit-8 method and apoptosis was detected by DAPI at 12,24,36,48,and 72 hours after treatment. RESULTS AND CONCLUSION:Compared with before modeling,the mRNA and protein expressions of vascular endothelial growth factor 165 and bone morphogenetic protein 2 in osteoblasts after modeling were significantly decreased(P<0.05).The proliferation rate of osteoblasts was significantly increased with the increase of vascular endothelial growth factor 165 concentration(P<0.05),while the apoptosis rate of osteoblasts decreased significantly with the increase of vascular endothelial growth factor 165 concentration(P<0.05).The proliferation rate of osteoblast was significantly increased with the increase of bone morphogenetic protein 2 concentration(P<0.05),while the apoptosis rate of osteoblast decreased significantly with the increase of bone morphogenetic protein 2 concentration(P<0.05).To conclude,vascular endothelial growth factor 165 and bone morphogenetic protein are lowly expressed in hypoxic-reoxygenated osteoblast injury,and treatment with vascular endothelial growth factor 165 and bone morphogenetic protein can reduce the injury of hypoxic-reoxygenated osteoblast in a concentration-dependent manner,suggesting that vascular endothelial growth factor 165 and bone morphogenetic protein have a significant protective effect against the injury of hypoxic-reoxygenated osteoblasts.
7.Analysis of predictive accuracy and its influential factors of three individualized administration tools for tacroli-mus after kidney transplantation
Guohui WANG ; Xingde LI ; Ya PAN ; Panpan MAO ; Hanshu ZHANG ; Xuejiao MA ; Cangsang SONG
China Pharmacy 2024;35(24):3023-3028
OBJECTIVE To evaluate the accuracy of three individualized drug delivery tools, i.e. JPKD, SmartDose and NextDose, in predicting tacrolimus dose and blood concentration after kidney transplantation, and analyze the influential factors of prediction accuracy. METHODS The clinical data of adult hospitalized patients treated with tacrolimus after kidney transplantation from January 2021 to June 2023 were retrospectively collected. Three individualized dosing tools, i.e. JPKD, SmartDose and NextDose, were used to predict the dose and plasma concentration of tacrolimus. The absolute prediction error (APE) and prediction error (PE) between the measured value and the predicted value, and prediction success rate were calculated (APE<30% indicating a good forecast). Pearson assay or Spearman assay was used to analyze the correlation between the predicted dosage and actual dosage, as well as the predicted and measured blood concentration values using three software; univariate analysis was used to investigate the influential factors for prediction accuracy of JPKD, SmartDose and NextDose. RESULTS A total of 110 hospitalized patients were included in this study, and tacrolimus doses and plasma concentrations were monitored. The predicted doses of JPKD, SmartDose and NextDose were (2.0±0.7), (2.7±1.9), (1.8±0.8) mg, their measured value was (1.9±0.6) mg, and the correlation coefficients between the predicted values and the measured value were 0.841, 0.450, 0.247 (P<0.001); the median APEs were 6.00%, 52.07% and 30.40%, and the median PEs were 5.00%, 18.50% and -3.50%; the prediction success rates were 98.45%, 30.05% and 49.22%. The predicted values of tacrolimus concentrations using JPKD, SmartDose, NextDose were (6.74±3.36), (6.93±5.02), 9.00(5.80±12.60) ng/mL, the measured value was 8.64(7.11,9.77) ng/mL, and the correlation coefficients between the predicted values and the measured value were 0.997 (P<0.001), -0.066 (P=0.360), 0.920 (P<0.001). The median APEs were 5.54%, 45.91% and 35.56%, and PEs were -4.94% (median), -17.050% (median) and 36.93% (average value); the prediction success rates were 97.93%, 32.64% and 37.31%. Univariate analysis showed that the dosage, blood concentration, body weight, transplantation time and others were related to the prediction accuracy (P<0.05). CONCLUSIONS The good prediction rates of tacrolimus dose and blood concentration in kidney transplant patients using three personalized drug delivery tools, from high to low, are JPKD, NextDose, and SmartDose, suggesting that JPKD can be prioritized in clinical use.
8.Construction, reliability and validity of a scale for self-management of patients with dry eye
Xuejiao LIU ; Shuxian LIU ; Haiying LI ; Lijuan ZHOU ; Lei ZHU ; Mengnan ZHAO ; Zhangfang MA ; Wanxia ZHANG
Chinese Journal of Practical Nursing 2024;40(33):2603-2611
Objective:To construct and test the reliability and validity of an assessment scale for self-management of patients with dry eye, so as to help patients establish dry eye related health behaviors.Methods:Based on the knowledge attitude and practice theory, the initial scale was constructed on the basis of literature review and qualitative interview, and revised through Delphi expert consultation and expert argumentation. After the preliminary investigation, 211 dry eye patients treated in the dry eye nursing outpatient department of Beijing Tongren Hospital from August 2023 to January 2024 were selected by convenience sampling method for questionnaire investigation to test the reliability and validity of the scale.Results:Among 211 dry eye patients, there were 58 males and 153 females, aged (39.31 ± 12.81) years old. The scale of self-management of patients with dry eye included 27 items in 3 dimensions: knowledge, attitude and behavior. The authority coefficient of the two rounds of expert consultation was 0.86, and the Kendall coordination index increased from 0.175 to 0.223 (both P < 0.01). The cumulative variance contribution rates of the three dimensions were 41.843%, 54.219% and 44.273%, respectively. The Cronbach α coefficient of the scale was 0.787, and the Spearman-Brown coefficient was 0.641. Conclusions:The scale of self-management of patients with dry eye has good reliability and validity and can be used in the assessment of dry eye patients to provide a reference basis for targeted guidance and intervention.
9.Analysis on the Medication Law of Qian Ying in Treatment of Primary Liver Cancer Based on Data Mining
Haitian ZHANG ; Chongyang MA ; Weixin HOU ; Bo DOU ; Xian FANG ; Xuejiao JIANG ; Peng FANG ; Jiajun LIANG ; Xiaoyi WEI ; Wenhan HU ; Qiuyun ZHANG
Chinese Journal of Information on Traditional Chinese Medicine 2024;31(8):52-57
Objective To study the medication law of Professor Qian Ying in the treatment of primary liver cancer based on data mining technology;To provide ideas for the clinical treatment of primary liver cancer.Methods Outpatient TCM prescriptions of Professor Qian Ying for the treatment of liver cancer from November 2008 to August 2020 were collected,and a data table was established after sorting.The drug frequency,property and taste and tropism were analyzed using Excel 2019.The medical case analysis module of the Great Physician Inheritance Platform was used to analyze the core drugs,the symbiosis analysis between drug pairs,the drug association analysis,and the drug clustering analysis of the screened TCM prescriptions.Results Totally 108 prescriptions were included,involving 188 kinds of Chinese materia medica,with a total frequency of 1 322 times.High-frequency drugs included Hedyotis Sinensis,Angelicae Sinensis Radix,Visci Herba,Curcumae Radix,Salviae Miltiorrhizae Radix et Rhizoma,etc.The medicinal properties were mainly cold,mild and warm,and the tastes were mainly bitter,sweet and pungent,and the main meridians were liver meridians,spleen meridians,kidney meridians and stomach meridians.There were 9 pairs of high frequency drug combinations in drug association,such as Curcumae Radix-Polygoni Orientalis Fructus,Visci Herba-Curcumae Rhizoma.In the correlation analysis of drug disease,the ones with higher correlations include"stomachache-Salviae Miltiorrhizae Radix et Rhizoma""abdominal mass-Paeoniae Radix Rubra and Citri Reticulatae Pericarpium""tinnitus-Adenophorae Radix,Lycii Fructus,Visci Herba""prolonged sublingual collaterals-Curcumae Rhizoma,Polygoni Orientalis Fructus,Salviae Miltiorrhizae Radix et Rhizoma"and so on.Drug clustering could be divided into three potential drug clusters.Conclusion Professor Qian Ying often uses heat-clearing drugs,tonifying drugs,and promoting qi and blood circulation drugs to treat liver cancer,with Huqi Powder as the main formula and modified according to the syndromes.Clearing heat and detoxifying,soothing liver and relieving depression,removing blood stasis and regulating collatrals are used to treat its symptoms,and tonifying qi and invigorating spleen,regulating liver and nourishing liver and kidney are used to treat its essence.
10.Research on medication patterns for treating breast hyperplasia based on data mining
Liming ZHU ; Xuejiao XIANG ; Tianxiang MA ; Guangwei SHI ; Zhen MA ; Zhiwen GUO ; Aizhong RU
China Modern Doctor 2024;62(17):76-79,83
Objective To analyze and study the prescriptions of Chief Physician Chang Yalin for treating breast hyperplasia patients in the outpatient department,explores and summarizes the medication patterns for treating breast hyperplasia,and provides reference and dialectical medication ideas for clinical treatment of breast hyperplasia by using data mining technology.Methods Collect the prescriptions of Dr.Chang Yalin for treating breast hyperplasia patients at the Outpatient Department of Jiuquan Traditional Chinese Medicine Hospital from January 1,2017 to December 31,2022.After induction and organization,establish a data table,use Excel 2019 to statistically analyze the drug frequency and gender,taste,and meridian.Use SPSS Modoler 18.0 software April algorithm to analyze the association rules of the drugs,and use SPSS Statistics for cluster analysis.Results A total of 184 prescriptions were included,covering 140 types of traditional Chinese medicine,with a total frequency of use of 4059 times.Among them,Cornus officinalis,dried ginger,roasted licorice,Poria cocos,and jujube are commonly used drugs for the treatment of breast hyperplasia.The top three types of Chinese medicine that are commonly used are tonifying deficiency,warming internal medicine,and relieving external symptoms.The medicinal properties are mainly warm and mild;The medicinal taste is characterized by sweetness,bitterness,and bitterness;The main meridians of drugs are spleen,lung,and heart meridians.Association rule analysis shows that roasted licorice white peony,poria cocos,licorice,and cornus flesh white peony,jujube,and ginger are equivalent.Classify commonly used drugs into 4 categories using Euclidean distance clustering and segmentation with 5.Conclusion Dr.Chang Yalin has always implemented the core idea of treating breast hyperplasia through the coordination of liver and spleen,the simultaneous application of attack and tonifying,and the simultaneous treatment of phlegm and blood stasis.In terms of the combination of latent drugs,the main focus is on tonifying qi and spleen,tonifying yin/blood and regulating liver,and resolving stasis/resolving phlegm and dispersing stagnation.In terms of the combination of"cold phlegm"and"blood stasis and toxin",as well as the combination of"eighteen contraindications"and"nineteen contraindications",his principles and methods are more distinctive and worthy of further research and promotion.

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