1.Effect evaluation of pharmaceutical service based on root cause analysis combined with KAP theory on decreasing the protocol violations of investigational medicinal products rate in pediatric clinical trials
Chunyan GUO ; Yi ZHANG ; Yuxin YANG ; Yuguang LIANG ; Qian DING ; Qian WANG ; Chengyue ZHANG ; Yu SUN ; Peng GUO
China Pharmacy 2026;37(9):1206-1210
OBJECTIVE To investigate the effect of pharmaceutical services guided by root cause analysis (RCA) in a problem-oriented manner combined with knowledge-attitude-practice (KAP) theory on reducing the incidence of protocol violations of investigational medicinal products in pediatric clinical trials. METHODS A total of 617 participants from 69 drug clinical trial projects conducted in our hospital from January 2016 to December 2020 were selected as the control group, and 868 participants from 72 drug clinical trial projects from January 2022 to December 2025 as the observation group. RCA was performed on the protocol violations of investigational medicinal product in the control group to identify the types and underlying causes. The control group received routine pharmaceutical services for drug clinical trials, while the observation group was provided with precision pharmaceutical services from the three dimensions of knowledge, attitude and practice on the basis of routine pharmaceutical services, according to the root causes identified by RCA. The occurrence of investigational medicinal products protocol violations was compared between the two groups. RESULTS The total incidence of protocol violations of investigational medicinal products, as well as the incidences of minor and major protocol violations, were all significantly lower in the observation group than in the control group ( P <0.001). The main types of protocol violations in both groups included missed/under-/over-dosing of medications, non-adherence to administration time, failure to adjust dosage as required, and combined medication/vaccination in violation of the protocol. Regarding the responsible subjects of protocol violations, the incidences of protocol violations attributed to participants and their guardians as well as investigators and accidental factors were significantly lower in the observation group than in the control group ( P <0.001, P <0.001, P =0.025). However, there were no statistically significant differences in the incidences of protocol violations caused by sponsor-related reasons between the two groups ( P >0.05). CONCLUSIONS Pharmaceutical services led by pharmacists, based on problem-oriented RCA and combined with KAP theory, can effectively reduce the protocol violations of investigational medicinal products rate in pediatric clinical trials, thereby safeguarding the safety and rights of study participants.
2.Comparison of small-sample multi-class machine learning models for plasma concentration prediction of valproic acid
Xi CHEN ; Shen’ao YUAN ; Hailing YUAN ; Jie ZHAO ; Peng CHEN ; Chunyan TIAN ; Yi SU ; Yunsong ZHANG ; Yu ZHANG
China Pharmacy 2025;36(11):1399-1404
OBJECTIVE To construct three-class (insufficient, normal, excessive) and two-class (insufficient, normal) models for predicting plasma concentration of valproic acid (VPA), and compare the performance of these two models, with the aim of providing a reference for formulating clinical medication strategies. METHODS The clinical data of 480 patients who received VPA treatment and underwent blood concentration test at the Xi’an International Medical Center Hospital were collected from November 2022 to September 2024 (a total of 695 sets of data). In this study, predictive models were constructed for target variables of three-class and two-class models. Feature ranking and selection were carried out using XGBoost scores. Twelve different machine learning algorithms were used for training and validation, and the performance of the models was evaluated using three indexes: accuracy, F1 score, and the area under the working characteristic curve of the subject (AUC). RESULTS XGBoost feature importance scores revealed that in the three-class model, the importance ranking of kidney disease and electrolyte disorders was higher. However, in the two-class model, the importance ranking of these features significantly decreased, suggesting a close association with the excessive blood concentration of VPA. In the three-class model, Random Forest method performed best, with F1 score of 0.704 0 and AUC of 0.519 3 on the test set; while in the two-class model, CatBoost method performed optimally, with F1 score of 0.785 7 and AUC of 0.819 5 on the test set. CONCLUSIONS The constructed three-class model has the ability to predict excessive VPA blood concentration, but its prediction and model generalization abilities are poor; the constructed two-class model can only perform classification prediction for insufficient and normal blood concentration cases, but its model performance is stronger.
3.Discovery of fernane-type triterpenoids from Diaporthe discoidispora using genome mining and HSQC-based SMART technology.
Yajing WANG ; Yongfu LI ; Yan DONG ; Chunyan YU ; Chengwei LIU ; Chang LI ; Yi SUN ; Yuehu PEI
Chinese Journal of Natural Medicines (English Ed.) 2025;23(3):368-376
In this study, we employed a combination of genome mining and heteronuclear single quantum coherence (HSQC)-based small molecule accurate recognition technology (SMART) technology to search for fernane-type triterpenoids. Initially, potential endophytic fungi were identified through genome mining. Subsequently, fine fractions containing various fernane-type triterpenoids were selected using HSQC data collection and SMART prediction. These triterpenoids were then obtained through targeted isolation and identification. Finally, their antifungal activity was evaluated. As a result, three fernane-type triterpenoids, including two novel compounds, along with two new sesquiterpenes and four known compounds were isolated from one potential strain, Diaporthe discoidispora. Their structures were elucidated through analysis of high-resolution electrospray ionization mass spectrometry (HR-ESI-MS) and nuclear magnetic resonance (NMR) spectroscopic data. The absolute configurations were determined using single-crystal X-ray diffraction analysis and electron capture detector (ECD) analysis. Compound 3 exhibited moderate antifungal activity against Candida albicans CMCC 98001 and Aspergillus niger.
Triterpenes/isolation & purification*
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Antifungal Agents/isolation & purification*
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Molecular Structure
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Candida albicans/drug effects*
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Ascomycota/genetics*
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Magnetic Resonance Spectroscopy
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Aspergillus niger/drug effects*
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Genome, Fungal
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Microbial Sensitivity Tests
4.Establishment and Evaluation of Rat Model of Asthma with Cold Asthma Syndrome Based on Diagnosing the Syndrome with Herbal Formulae
Jing WANG ; Chunyan HE ; Yong YU ; Zhiling RAN ; Weiwei LI
World Science and Technology-Modernization of Traditional Chinese Medicine 2025;27(7):1922-1933
Objective To investigate the establishment and evaluation method of a rat model for cold asthma syndrome during the acute exacerbation phase of asthma.Methods Thirty-two rats were randomly allocated into four distinct groups:normal control group,asthma group,cold asthma group,and Shegan Mahuang Decoction group(SMD).While the normal control group was not subjected to any modeling procedures,the remaining groups were induced to develop asthma by a combination of intraperitoneal injections and atomized inhalation of ovalbumin sensitization solution.Furthermore,to emulate the traditional Chinese medicine syndrome of cold asthma,the cold asthma group and the SMD underwent an additional protocol involving"swimming,cold water consumption,and external cold stimulation."Commencing from the 14th day of the experiment,the SMD received daily gavage administration of Shegan Mahuang Decoction for a consecutive period of 14 days.The cold asthma rat model was comprehensively evaluated from both macroscopic and microscopic perspectives.Results ①Following model induction,both the asthma and cold asthma groups exhibited significant increases in asthmatic behavioral scores,sluggish weight gain,and airway hyperreactivity.Additionally,there was a notable rise in eosinophils(EOS)in the bronchoalveolar lavage fluid(BALF),decreased expression of aquaporin-5(AQP5)in lung tissue,and altered immune balances with reduced Th1/Th2 ratios and elevated Th17/Treg ratios in the spleen.Hemorheological changes included increased whole blood viscosity,relative high-shear,and low-shear indices,alongside a marked decline in erythrocyte aggregation index.The cold asthma group further displayed pronounced cold asthma symptoms,slower weight gain,and more significant increases in whole blood viscosity and low-shear relative index compared to the asthma group.②Administration of SMD alleviated asthmatic behaviors and traditional Chinese medicine syndrome manifestations in cold asthma rats,resulting in enhanced weight gain.SMD also mitigated airway hyperreactivity,reduced EOS percentage in BALF,and ameliorated lung tissue damage and inflammatory cell infiltration.The treatment increased AQP5 expression levels and rectified the immune imbalances of Th1/Th2 and Th17/Treg in cold asthma rats.Furthermore,SMD significantly lowered whole blood viscosity,relative high-shear,and low-shear indices in these rats.Conclusion The research effectively established a model for cold asthma syndrome in TCM through a method that integrates intraperitoneal injection,nebulized ovalbumin sensitization,and a triad of swimming,cold water intake,and external cold exposure.This model consistently displays the symptoms of cold asthma and corresponds with the microscopic pathological alterations seen in asthma,thereby validating the robustness of the model's creation process.
5.Research progress on the role of G-protein-coupled receptors in T lympho-cyte immunomodulation
Chunyan CHANG ; Yilin WANG ; Yu PANG ; Mengqiu GAO
Chinese Journal of Infection Control 2025;24(2):273-281
G-protein-coupled receptors(GPCRs)are a type of superfamily of transmembrane receptors,involved in multiple signaling pathways,and playing an important role in physiological processes such as cell migration and me-tabolism.T lymphocytes are important immune cells that participate in the inflammatory process and play an impor-tant role cellular immunity.To date,multiple GPCRs have been found to be expressed in T lymphocytes and partici-pate in T cell immunomodulatory processes.This paper reviews the role of GPCRs in T lymphocyte immunomodulation.
6.Cross-sectional study of drug resistance in newly diagnosed HIV-1 infected patients in Shanghai
Qianru LIN ; Xuqin WANG ; Wenqi TANG ; Yuan DONG ; Qing YUE ; Chunyan HE ; Xiaolei YU ; Changhe LIU ; Yiqing HAN ; Wanqing FENG ; Zhen NING ; Xin SHEN ; Xin CHEN ; Yi LIN
Chinese Journal of Experimental and Clinical Virology 2025;39(1):69-74
Objective:To investigate the drug resistance of newly diagnosed HIV-1 infected patients in Shanghai and to provide reference value for clinical antiretroviral therapy (ART).Methods:The peripheral venous blood plasma of 196 newly diagnosed HIV-1 infected patients screened according to the inclusion and exclusion criteria at the Shanghai Public Health Clinical Center from April to June 2023 was collected, HIV-1 RNA was extracted, the pol region was amplified by reverse transcription-polymerase chain reaction (RT-PCR) for sequencing, the mutation sites and ART drug resistance were analyzed.Results:The plasma of 196 newly diagnosed HIV-1 infected patients was amplified successfully in 162 cases (amplification success rate was 82.65%). The subtypes consisted of CRF07_BC(51.23%), CRF01_AE (27.78%), and others (6.79%), CRF55_01B (5.56%), B (3.70%), CRF01_AE/B (3.70%) and CRF08_BC (1.23%). The overall transmitted drug resistance rate was 7.41%, the protease inhibitors (PIs), non-nucleoside/nucleotide reverse transcriptase inhibitors (NNRTIs), nucleoside/nucleotide reverse transcriptase inhibitors (NRTIs), integrase inhibitors (INSTIs) resistance rates were 3.09%, 3.70%, 0.00% and 0.62%, respectively. The proportion of NNRTIs-related mutation sites in B (66.67%) and CRF55_01B (88.89%) was higher than that in CRF07_BC (13.25%); the proportion of NNRTIs-related mutation sites in CRF55_01B (88.89%) was higher than that in CRF01_AE (22.22%) and other subtypes (18.18%), the difference was statistically significant (all P<0.05). Multivariate logistic regression analysis showed that the probability of PIs-related mutation sites in CRF01_AE/B was 21.71 times that of CRF07_BC[odds ratio ( OR)=21.71, 95% confidence interval ( CI): 3.36-140.27, P=0.001]. Conclusions:The transmitted drug resistance among newly diagnosed HIV-1 infected patients in Shanghai is at the moderate epidemic level, mainly NNRTIs and PIs-related drug resistance, and the INSTIs resistance rate is low, the use of INSTIs in ART regimens should be considered.
7.Short-term efficacy of rituximab in children with calcineurin inhibitor resistant steroid resistant nephrotic syndrome
Sicheng YU ; Jialu LIU ; Jiaojiao LIU ; Xiaoyan FANG ; Jing CHEN ; Qianfan MIAO ; Xiaoshan TANG ; Zhiqing ZHANG ; Chunyan WANG ; Rufeng DAI ; Xinli HAN ; Yihui ZHAI ; Hong XU ; Qian SHEN
Chinese Journal of Pediatrics 2025;63(2):185-189
Objective:To investigate the short-term efficacy and safety of rituximab (RTX) in children with calcineurin inhibitor (CNI) resistant steroid resistant nephrotic syndrome (SRNS).Methods:A retrospective case analysis was conducted. Thirteen children with CNI resistant SRNS who were regularly treated with RTX (375 mg/m 2 per dose (maximum dose 500 mg), 1 dose per week, a total of 4 doses) in Department of Nephrology, Children′s Hospital of Fudan University from January 2016 to December 2023 were enrolled. The general data, disease related information, urinary protein/creatinine, serum albumin, blood creatinine before RTX treatment, immunosuppressants, adverse events, and monthly urinary protein/creatinine, serum albumin, and blood creatinine indexes within 6 months after RTX treatment were collected. The changes of urinary protein/creatinine, serum albumin and estimated glomerular filtration rate (eGFR) before and after RTX at 3 and 6 months were analyzed by using paired sample t test and Wilcoxon signed-rank test. Results:Among the 13 patients, 8 were male and 5 were female. The age of disease onset was 4.0 (2.9, 6.8) years and the age of RTX treatment was 9.8 (5.9, 13.6) years. There were 8 cases of focal segmental glomerulosclerosis, 3 cases of minimal change disease and 2 cases of mesangial proliferative glomerulonephritis. No clinically significant gene variation was detected in 12 cases and the other one did not receive gene test. Before RTX treatment, 11 cases were in chronic kidney disease stage G1, and 1 case each was in stage G2 and stage G3. Ten children completed 4 doses of RTX treatment, 1 patient completed 3 doses, and 2 patients completed 2 doses. Urinary protein/creatinine in 13 children at 3 and 6 months after RTX treatment was significantly lower than baseline (0.60 (0.13, 2.04), 0.49 (0.28, 1.10) vs. 1.44 (0.76, 4.11) mg/mg, Z=-2.34, -2.34, both P<0.05), and serum albumin was significantly higher than baseline ((35±8), (34±7) vs. (30±6) g/L, t=2.30, 2.60, both P<0.05). The eGFR at 6 months after RTX treatment was not significantly different from the baseline ((110±32) vs. (113±35) ml/(min·1.73 m 2), t=-0.76, P>0.05)). No serious adverse reactions occurred in this study. Conclusion:RTX could reduce urinary protein and increase serum albumin in short-term treatment in children with CNI resistant SRNS without significant side effects.
8.Advances in prenatal imaging assessment of fetal malformation of cortical development
Simin ZHANG ; Changqing SHENG ; Yu ZHANG ; Chunyan ZHANG ; Xiaoxue YANG ; Yuanyuan MAN ; Yingying CAI ; Rui YAN ; Xinru GAO
Chinese Journal of Medical Imaging Technology 2025;41(3):377-381
Fetal malformation of cortical development(MCD)is a group of structural neurological disorders caused by abnormalities in development of cortical layer during embryogenesis,characterized by significant heterogeneity and diversity,which may lead to adverse clinical outcomes such as epilepsy and intellectual disabilities.The progresses in prenatal evaluation on fetal MCD were reviewed in this article.
9.Nursing care for 3 patients with severe hypercapnia in AECOPD treated with extracorporeal carbon dioxide removal
Yu ZHANG ; Yu JIN ; Shuqin WANG ; Na WAN ; Chunyan ZHANG
Chinese Journal of Nursing 2025;60(5):539-544
To summarize the nursing experience of 3 patients with severe hypercapnia during the acute exacer-bation of chronic obstructive pulmonary disease(COPD)undergoing extracorporeal carbon dioxide removal(ECCO2R),as well as adjustment of oxygen therapy support strategy and implementation of non-pharmacological airway clearance techniques.Additionally,the nursing focus includes all process nursing of ECCO2R,which covers the key aspects such as catheter selection and placement management,pre-flush setting and bubble handling,dual connection with initial parameter setting for patients,heparin pathway management and bleeding monitoring,observation of thrombosis formation and pressure monitoring during operation and self-examination,evaluation of carbon dioxide removal effi-ciency and implementation of decommissioning tests.After careful treatment and nursing,2 patients recovered and were discharged,and a patient's condition improved and was transferred to the respiratory ward for further treat-ment,and was discharged after 5 days.
10.Changes in the intestinal microbiota structure of patients with colorectal adenoma
Meng SIJIA ; Li JIQIU ; Wang DAN ; Liu CHEN ; Li CHUNYAN ; Zhao JING ; Wang YU ; Du MEIZHI ; Wang YUAN ; Lu WENLI ; Zhu YUN ; Zhang KEMING
Chinese Journal of Clinical Oncology 2025;52(4):177-182
Objective:To investigate gut microbiota differences between individuals with and without colorectal adenoma(CRA)and to identify gut microbes associated with CRA.Methods:This cross-sectional study analyzed the gut microbiota of 100 patients with CRA and 68 individuals without CRA(aged 40-75 years)who underwent colonoscopies between March 2021 and March 2022 at Tianjin Nankai Hospital.Fecal samples were sequenced for the V3-V4 region of the bacterial 16S rRNA gene using the Illumina NovaSeq platform.Results:Compared to the non-CRA group,the CRA group exhibited reduced relative abundances of identified and unidentified Lachnospiraceae,with increased Faecalibacterium and Streptococcus.In the non-CRA group,the relative abundances of Coprococcus,unidentified Clostridiaceae,and Clostridium were higher.LEfSe analysis revealed significant enrichment of Gammaproteobacteria,Proteobacteria,Enterobacteriales,and Faecalibacterium in the CRA group,while the non-CRA group was enriched for Moraxellaceae,Acinetobacter,and Anaerostipes.Conclusions:These findings suggest a discernible disparity in the gut microbiota structure between CRA patients and individuals without adenoma.The enrichment of potential pathogenic taxa,such as Faecalibacterium and Streptococcus,in the CRA group suggests a possible association with adenoma development.

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