1.Guidelines for standardized implementation of pharmacist-managed clinics (2026 edition)
Pengxiang ZHOU ; Maobai LIU ; Xiaoli DU ; Xiaoyang LU ; Mei DONG ; Rong DUAN ; Ruigang HOU ; Xiaoyu LI ; Qi CHEN ; Yanxiao XIANG ; Weiyi FENG ; Rong CHEN ; Deshi DONG ; Yong YANG ; Li LI ; Xiaocong ZUO ; Jinfang HU ; Hongliang ZHANG ; Qingchun ZHAO ; Qi LIN ; Yang HU ; Jiaying WU ; Rongsheng ZHAO
China Pharmacy 2026;37(9):1105-1112
OBJECTIVE To formulate Guidelines for the standardized implementation of pharmacist-managed clinics ( 2026 edition ) in response to the challenges faced by such clinics in China, including uneven development, large discrepancies in service specifications, insufficient patient awareness, and limited medical insurance coverage. METHODS Led by the Pharmaceutical Affairs Professional Committee of the Chinese Hospital Association, the Evidence-based Pharmacy Professional Committee of the Chinese Pharmaceutical Association, and the Hospital Pharmacy Professional Committee of the Cross-strait Medical and Health Exchange Association, a total of 19 domestic hospital pharmacy experts were organized. Through a systematic review of national policies and literature research, current practical experience was summarized. Consensus on the contents of the guidelines was reached after in-depth discussions. RESULTS &CONCLUSIONS The guidelines covered five sections: definition and connotation of pharmacist-managed clinics, establishment requirements, implementation and management, post competency, and practical research. Firstly, the definition and connotation included three operational forms of pharmacist-managed clinics (independent mode, physician-pharmacist joint mode, and online pharmacist-managed clinic mode) and classified service modes (specialty-specific, drug-specific, and disease-specific pharmacist-managed clinics). The establishment requirements were further refined, covering system construction (pharmaceutical service management system, quality control and assessment mechanism), personnel qualifications (professional credentials, continuing education and professional training, etc), service recipients, as well as service venues and facilities. Subsequently, the implementation and management of pharmacist-managed clinics were proposed, involving service procedures, intervention measures, documentation and records, patient education and follow-up, humanistic care, as well as risk management and quality control. Finally, post competency encompassed the competency requirements for pharmacists providing services in pharmacist-managed clinics, as well as the suggestions on teaching methods; practical research encouraged the conduct of high-quality pharmaceutical practice in the setting of pharmacist-managed clinics. The guidelines provide valuable guidance for the standardized implementation of pharmacist-managed clinics in China in terms of establishment, management, teaching, and research, fill the guideline gap in this field, and can promote the high-quality development of pharmacist-managed clinics.
2.Formulation and Explanation of the Standards for Hospital Pharmacy Research
Yan LI ; Shiting LIU ; Yilei LI ; Wei ZHANG ; Weiyi FENG ; Yalin DONG ; Rongsheng ZHAO ; Wan-sheng CHEN ; Houwen LIN ; Jin LU ; Boxin ZHAO ; Xin HUANG ; Jiancun ZHEN
Herald of Medicine 2025;44(5):716-719
Hospital pharmacy research is significant in enhancing the level of rational drug use,improving the quality of pharmacy services,and promoting the improvement of drug treatment effects.To guarantee the standardization of hospital pharmacy research,the compilation team of"Hospital Pharmacy Research Standards"adheres to the principles of scientificity,universality,guidance,and operability,combs through the key management contents from three aspects,namely,relevant national policy docu-ments,relevant domestic and international standards and norms,and literature analysis,combines with the actual working condition of hospital pharmacy research,and formulates the standards after several rounds of opinion collection and expert argumentation.This paper analyzes the key contents of the standard,including basic requirements,research process management,and research re-sults management,to provide guidance and reference for hospital pharmacy researchers to understand the standard in-depth and further improve the standardization of hospital pharmacy research.
3.Research on the timely medication retrieval prediction model for outpatients based on a two-stage adaptive threshold ensemble learning algorithm
Yuanyuan FAN ; Feng WANG ; Panke ZENG ; Weiyi FENG
China Pharmacy 2025;36(24):3118-3124
OBJECTIVE To construct a predictive model for timely medication retrieval of outpatients, accurately identify high-risk patients with delayed medication retrieval, and provide data support for the development of differentiated registration strategies and resource optimization allocation in smart pharmacies. METHODS Based on 680 568 valid outpatient prescription records from January to March 2025 at the First Affiliated Hospital of Xi’an Jiaotong University, a dual-clustering analysis was conducted using K-means algorithm and Gaussian mixture model (GMM). An adaptive threshold for medication retrieval time difference was determined by combining contour coefficients, and “timely medication retrieval” and “delayed medication retrieval” were divided to construct binary objective variables; six types of features were screened through a multi-method fusion strategy; the performance of 6 kinds of base learners and 4 kinds of ensemble learning models were evaluated from three dimensions: discrimination, overall performance, and calibration, and explanatory analysis of the models were conducted. RESULTS The results of the dual-clustering analysis showed that the silhouette coefficient of GMM was better than K-means (0.702 4 vs. 0.698 8), and the final adaptive threshold was determined to be 49.82 min. Among the prescriptions included, 74.99% were for timely medication retrieval and 25.01% were for delayed medication retrieval. Among the 10 candidate models, the Stacking model performed the best, with an area under the test set curve of 0.954 4, F1 score of 0.942 4, accuracy of 0.911 5, Brier score of 0.066, and good discrimination and calibration. The explanatory analysis results of the model showed that its predictions were driven by multiple factors such as patient historical behavior, and diagnostic related characteristics. CONCLUSION This study constructed a timely medication retrieval prediction model for outpatients based on a two-stage adaptive threshold ensemble learning algorithm, which has high accuracy and stability, and can achieve dynamic judgment of patient medication retrieval behavior.
4.Formulation and Explanation of the Standards for Hospital Pharmacy Research
Yan LI ; Shiting LIU ; Yilei LI ; Wei ZHANG ; Weiyi FENG ; Yalin DONG ; Rongsheng ZHAO ; Wan-sheng CHEN ; Houwen LIN ; Jin LU ; Boxin ZHAO ; Xin HUANG ; Jiancun ZHEN
Herald of Medicine 2025;44(5):716-719
Hospital pharmacy research is significant in enhancing the level of rational drug use,improving the quality of pharmacy services,and promoting the improvement of drug treatment effects.To guarantee the standardization of hospital pharmacy research,the compilation team of"Hospital Pharmacy Research Standards"adheres to the principles of scientificity,universality,guidance,and operability,combs through the key management contents from three aspects,namely,relevant national policy docu-ments,relevant domestic and international standards and norms,and literature analysis,combines with the actual working condition of hospital pharmacy research,and formulates the standards after several rounds of opinion collection and expert argumentation.This paper analyzes the key contents of the standard,including basic requirements,research process management,and research re-sults management,to provide guidance and reference for hospital pharmacy researchers to understand the standard in-depth and further improve the standardization of hospital pharmacy research.
5.Effect of anterior cingulate cortex-nucleus accumbens GABAergic cir-cuit on irritable bowel syndrome in mice and its underlying mechanisms
Ruixiao GUO ; Shengli GAO ; Xufei FENG ; Hua LIU ; Xing MING ; Jinqiu SUN ; Xinchi LUAN ; Zhenyu LIU ; Weiyi LIU ; Feifei GUO
Chinese Journal of Pathophysiology 2024;40(5):815-826
AIM:To investigate the effects of the γ-aminobutyric acid(GABAergic)neural pathway from the anterior cingulate cortex(ACC)to the nucleus accumbens(NAc)on the regulation of irritable bowel syndrome(IBS)and its underlying mechanisms in mice.METHODS:(1)A C57BL/6J mice model of IBS was established by using chronic acute combing stress(CACS).The mice were divided into a normal group and an IBS group(n=8).The presence of IBS-like symptoms was determined through behavioural tests,an intestinal motility test and abdominal withdrawal reflex scores.(2)Fluorescence gold(FG)retrograde tracing and immunohistochemistry were used to investigate the ACC-NAc GABAergic neural pathway and to examine the activation of GABA in the ACC in IBS mice(n=8).(3)A total of 1.5 μL of normal saline(NS),GABAA receptor antagonist bicuculline(BIC)or agonist isoguvacine hydrochloride(Isog)was ad-ministered via a preburied catheter into the NAc of mice in IBS and normal groups.The mice were randomly divided into three groups(n=8):NS group,BIC group and Isog group.IBS-like symptoms were assessed.(4)The mice were prein-jected with AAV2/9-mDlx-iCre-WPRE-pA in the ACC and AAV2/2Retro Plus-hSyn-DIO-hM3D(Gq)-eGFP-WPRE-pA in the NAc and subsequently divided into four groups(n=8):NS(intraperitoneal injection)+NS(NAc microinjection)group,NS+BIC group,clozapine N-oxide(CNO)+NS group and CNO+BIC group.The mice who received AAV2/2Retro-hSyn-DIO-hM4D(Gi)-EGFP-WPRE-pA in the NAc were randomly divided into three groups(n=8):NS+NS group,NS+BIC group and CNO+NS group.Enzyme-linked immunosorbent assay(ELISA)was employed to estimate the expression levels of histamine and 5-hydroxytryptamine(5-HT)in colon tissue,and the effects of GABAergic neural pathways from ACC to NAc on IBS were studied.RESULTS:CACS induced IBS-like symptoms in mice.The results of FG retrograde tracing combined with fluorescence immunohistochemistry showed that GABA neurons of ACC could project to NAc.The injection of BIC in the NAc was found to significantly reduce anxiety-like behaviours,diarrheal symptoms and visceral hy-persensitivity in the IBS mice(P<0.05).Chemogenetic inhibition of the ACC-NAc GABAergic neurons ameliorated IBS-like symptoms in mice(P<0.05).CONCLUSION:The GABAergic pathway of ACC-NAc might be involved in the regu-lation of IBS in mice,which may be related to the release of histamine and 5-HT in colon tissue.
6.Effect of Miaoyao Tongfeng prescription on Keap1/Nrf2 signaling path-way in gouty arthritis rats
Daozhong LIU ; Jia FENG ; Yi LIU ; Guofei XIONG ; Zongxing ZHANG ; Lu JIANG ; Weiyi LI ; Zhuoma BAO ; Lin YUAN
Chinese Journal of Pathophysiology 2024;40(8):1505-1510
AIM:To investigate whether Miaoyao Tongfeng prescription(MTP)attenuates oxidative stress in-jury in gouty arthritis rats by regulating Kelch-like epicklorohydrin-related protein 1(Keap1)/nuclear factor E2-related fac-tor 2(Nrf2)signaling pathway.METHODS:Fifty male Sprague-Dawley rats were randomly divided into control group,model group,MTP group,Nrf2 inhibitor all-trans retinoic acid(ATRA)group and MTP+ATRA group.The 3%potassium oxonate solution(10 mL/kg)was injected intraperitoneally twice a day for 1 week,and then 0.2 mL sodium urate suspen-sion(25 g/L)was injected into the right knee joints to establish the gouty arthritis model.All rats were sacrificed 48 h af-ter modeling.Grades of swelling in the knee joints were evaluated,and HE staining was used to observe the pathological changes of knee joints.Serum levels of superoxide dismutase(SOD),malondialdehyde(MDA)and interleukin-1β(IL-1β)were detected using kits.The mRNA levels of Nrf2,Keap1,heme oxygenase-1(HO-1),IL-1β,NAD(P)H:quinone oxidoreductase 1(NQO1)in the synovial membrane of the knee joints were detected by qRT-PCR.Western blot was used to detect the expression of Nrf2,Keap1 and NQO1 in the synovial membrane of the knee joints.RESULTS:Compared with model group,MTP significantly reduced the degree of knee joint swelling,and attenuated the pathological injury of knee synovial membrane.It also inhibited the expression of MDA and IL-1β,but increased the expression of SOD.The mRNA expression of HO-1,and the mRNA and protein expression of Nrf2 and NQO1 in synovium were up-regulated,while the levels of IL-1β mRNA,Keap1 mRNA and Keap1 protein were down-regulated.CONCLUSION:Miaoyao Tongfeng prescription shows promise in the prevention and treatment of gouty arthritis through regulating Nrf2 and down-stream anti-oxidation genes.
7.Pharmacoeconomic evaluation of omalizumab in the treatment of severe allergic asthma
Chaogang XIONG ; Yurong ZHU ; Mengna AN ; Ying LI ; Xin ZHANG ; Shengjie ZHANG ; Kezhen FENG ; Weiyi FENG
China Pharmacy 2024;35(10):1232-1237
OBJECTIVE To evaluate the cost-effectiveness of omalizumab in the treatment of severe allergic asthma from the perspective of healthcare providers in China. METHODS Based on the data from an international multicenter study of omalizumab in the treatment of severe allergic asthma, the Markov model was constructed according to the progression of severe allergic asthma, with a cycle of 4 weeks. Long-term health outcomes and costs of omalizumab combined with standard of care(SoC) regimen versus SoC regimen in the treatment of severe allergic asthma were simulated by using quality-adjusted life years (QALYs) and incremental cost-effectiveness ratio(ICER) as output indexes. One-way sensitivity analysis, probabilistic sensitivity analysis, and scenario analysis were performed to test the robustness of the results. RESULTS Compared with the SoC regimen, ICER for the omalizumab combined with SoC regimen was 107 723.05 yuan/QALY, which was less than the willingness-to-pay(WTP) threshold (268 074 yuan/QALY) calculated by three times per capita gross domestic product(GDP) in China in 2023. The one-way sensitivity analysis showed that the baseline serum level of immunoglobulin E had the greatest impact on the robustness of the model. The probabilistic sensitivity analysis showed that the omalizumab+SoC regimen had a 93.00% probability of being cost- effective. The scenario analysis showed that in the real world, the billing method of omalizumab based on specifications rather than actual usage may increase ICER. CONCLUSIONS Compared with the SoC regimen, the combination of omalizumab and SoC regimen for treating severe allergic asthma is cost-effective, with a WTP threshold of three times China’s per capita GDP
8.Cost calculation of centralized dispensing of 4 categories of drugs in pharmacy intravenous admixture service
Changkun LI ; Qiyang WANG ; Xiaoxia ZHANG ; Chengqian CUI ; Chengsen PANG ; Ni MA ; Yating ZHANG ; Weiyi FENG ; Weihua DONG
China Pharmacy 2024;35(11):1386-1390
OBJECTIVE To calculate the cost of centralized dispensing of four categories of drugs (ordinary drugs, antibacterial drugs, hazardous drugs, and parenteral nutrition solutions) in pharmacy intravenous admixture service (PIVAS), and provide reference for setting charging standards for relevant departments. METHODS The operating costs of PIVAS in 12 medical institutions from Shaanxi province were collected through questionnaire survey, including labor costs, medical and health material costs, fixed asset depreciation and repair costs, water and electricity costs, and management costs. The operation time allocation coefficient method and workload allocation coefficient method were comprehensively used to allocate the above costs, and the unit preparation costs of four categories of drugs were calculated. RESULTS The average annual total costs of dispensing ordinary drugs, antibacterial drugs, hazardous drugs, and parenteral nutrition solutions in Shaanxi province were (2 195 900.25±1 680 893.73) yuan, (746 341.59±725 839.39) yuan, (331 420.15±183 258.83) yuan, and (330 322.68±277 281.70) yuan, respectively, with labor costs accounting for the highest proportion, averaging 85.49%. The costs of dispensing a set of ordinary drugs, antibacterial drugs, and hazardous drugs were 5.89, 7.60, and 14.37 yuan, respectively; the cost of dispensing one bag of parenteral nutrition solution was 32.15 yuan (excluding the cost of disposable intravenous nutrition bags). CONCLUSIONS The cost calculation method and data of different types of intravenous drugs obtained in this study can provide reference for relevant departments to formulate and adjust PIVAS fee standards.
9.Cost calculation of centralized dispensing of 4 categories of drugs in pharmacy intravenous admixture service
Changkun LI ; Qiyang WANG ; Xiaoxia ZHANG ; Chengqian CUI ; Chengsen PANG ; Ni MA ; Yating ZHANG ; Weiyi FENG ; Weihua DONG
China Pharmacy 2024;35(11):1386-1390
OBJECTIVE To calculate the cost of centralized dispensing of four categories of drugs (ordinary drugs, antibacterial drugs, hazardous drugs, and parenteral nutrition solutions) in pharmacy intravenous admixture service (PIVAS), and provide reference for setting charging standards for relevant departments. METHODS The operating costs of PIVAS in 12 medical institutions from Shaanxi province were collected through questionnaire survey, including labor costs, medical and health material costs, fixed asset depreciation and repair costs, water and electricity costs, and management costs. The operation time allocation coefficient method and workload allocation coefficient method were comprehensively used to allocate the above costs, and the unit preparation costs of four categories of drugs were calculated. RESULTS The average annual total costs of dispensing ordinary drugs, antibacterial drugs, hazardous drugs, and parenteral nutrition solutions in Shaanxi province were (2 195 900.25±1 680 893.73) yuan, (746 341.59±725 839.39) yuan, (331 420.15±183 258.83) yuan, and (330 322.68±277 281.70) yuan, respectively, with labor costs accounting for the highest proportion, averaging 85.49%. The costs of dispensing a set of ordinary drugs, antibacterial drugs, and hazardous drugs were 5.89, 7.60, and 14.37 yuan, respectively; the cost of dispensing one bag of parenteral nutrition solution was 32.15 yuan (excluding the cost of disposable intravenous nutrition bags). CONCLUSIONS The cost calculation method and data of different types of intravenous drugs obtained in this study can provide reference for relevant departments to formulate and adjust PIVAS fee standards.
10.Reflections on ethical issues and practical experience in the teaching of clinical pharmacists in pain specialists
Xiang DENG ; Suya ZHANG ; Weiyi FENG ; Wenbing MA
Chinese Medical Ethics 2024;37(11):1348-1352
The training of clinical pharmacists in pain specialists often focuses on the education of professional knowledge,while neglecting the important role of ethics in the teaching process.Ethical elements such as the patient's right to informed consent,privacy,health,autonomy have not received sufficient attention in the teaching process.This training model poses a potential threat to patients'rights and interests and may bring ethical risks to pharmacists.To improve teaching quality and avoid risks,lecturers and trainees should deeply understand and respect the various rights of patients,safeguard their right to health from infringement,and ensure that privacy is fully protected.In addition,the patient's right to informed consent should be implemented to allow them to make autonomous choices based on a full understanding of the treatment plan,and humanistic care should be strengthened so that patients can feel the warmth and care from the pharmacists.Through the implementation of ethical measures,the paper aims to provide useful inspirations and references for the teaching work of clinical pharmacists in pain specialists,thereby promoting clinical pharmacists to achieve comprehensive improvement in professional skills and ethical literacy,and better serving the majority of pain patients.

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