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.Two visual arthroplasty techniques for L5-S1 disc herniation:a half-year follow-up evaluation of clinical outcomes
Qi LU ; Maji SUN ; Xuezhi WANG ; Ting SONG ; Yiming MA ; Feng YUAN ; Hongliang CHEN
Chinese Journal of Tissue Engineering Research 2025;29(9):1841-1847
BACKGROUND:Currently,spinal endoscopic technology has become the mainstream technology in minimally invasive spinal surgery.The specifications of the instruments for different operating systems are different,and the choice of specific surgical protocols needs to be combined with the actual situation of the patient and the choice of the clinical surgeon. OBJECTIVE:To compare the early efficacy of percutaneous endoscopic interlaminar discectomy for L5-S1 disc herniation under the iLESSYS Delta System and Endo-Surgi Plus System. METHODS:Totally 80 patients with L5-S1 disc herniation were treated with percutaneous endoscopic interlaminar discectomy.Patients were divided into two groups based on the endoscopic system used.Among them,37 cases received the iLESSYS Delta System(Delta group)and 43 cases received the Endo-Surgi Plus System(Plus group).Patient demographic characteristics,perioperative indicators,and complications were analyzed between the two groups.Clinical outcomes were quantified using back and leg visual analog scale scores,Oswestry Disability Index,and Japanese Orthopaedic Association scores at 1 day,1,3,and 6 months after surgery.Patient satisfaction was assessed according to modified MacNab criteria at final follow-up. RESULTS AND CONCLUSION:(1)The operative time and number of arthroplasties in the Plus group were less than those in the Delta group,and the differences were statistically significant(P<0.05).(2)Compared with the preoperative period,the visual analog scale scores,Oswestry Disability Index,and Japanese Orthopaedic Association scores of patients in both groups improved at all follow-up time points,and the difference was statistically significant(P<0.001).(3)There was no statistically significant difference in the comparison of pain visual analog scale scores,Oswestry Disability Index,and Japanese Orthopaedic Association scores of patients in the two groups(P>0.05).(4)At 6-month follow-up after surgery,the MacNab standard excellent and good rates in the Delta group and Plus group were 81%and 79%,respectively,with no significant difference(P=0.823).(5)The incidence of complications was 3%in the Delta group and 2%in the Plus group,but there was no significant difference between the two groups(P=0.914).(6)It is concluded that both iLESSYS Delta and Endo-Surgi Plus surgical systems achieved satisfactory early clinical results in the treatment of lumbar disc herniation,with Endo-Surgi Plus surgical moulding being more efficient and safer.
3.Dual-tracer PET image separation using three-dimensional depthwise separable convolution network
Dayang TANG ; Debin HU ; Hongliang QI ; Hao SUN ; Yanjiang HAN ; Hanwei LI ; Xinming ZHANG ; Zhilin PAN ; Wenjie YU ; Lijun LU ; Hongwen CHEN
Chinese Journal of Medical Physics 2025;42(2):160-166
Objective To propose a novel method based on three-dimensional depthwise separable convolution network(3D DSN)for the separation of PET images with dual tracers of 18F-FDG and 18F-FAPI.Methods A total of 120 pairs of 18F-FDG and 18F-FAPI PET images of the same patient scanned separately at different time points were collected,and the dual-tracer PET image was generated through simulation.After the image registration of PET images of two tracers for ensuring spatial position matching,the registered PET images were forward-projected to generate sinogram data,and the sinogram data of two tracers were accumulated to obtain mixed sinogram data.Subsequently,the dual-tracer PET image was reconstructed using maximum likelihood expectation maximization and input into a 3D DSN based network for image separation,thereby obtaining PET images of two single tracers.Results Compared with 3D CNN method,the proposed method increased the structure similarity index measure(SSIM)of the separated 18F-FDG images to the real 18F-FDG images by 0.87%,increased the peak signal-to-noise ratio(PSNR)by 11.8%,and reduced the normalized root mean square error(NRMSE)by 52%.The SSIM of the separated 18F-FAPI images to the real 18F-FAPI images increased by 1.1%,PSNR increased by 17.0%,and NRMSE decreased by 51%.Conclusion The proposed method can be effectively applied to simultaneous PET imaging with dual PET tracers,reducing the number of scans and costs in time and money,and providing clinical doctors more accurate and abundant diagnostic information.
4.Dual-tracer PET image separation using three-dimensional depthwise separable convolution network
Dayang TANG ; Debin HU ; Hongliang QI ; Hao SUN ; Yanjiang HAN ; Hanwei LI ; Xinming ZHANG ; Zhilin PAN ; Wenjie YU ; Lijun LU ; Hongwen CHEN
Chinese Journal of Medical Physics 2025;42(2):160-166
Objective To propose a novel method based on three-dimensional depthwise separable convolution network(3D DSN)for the separation of PET images with dual tracers of 18F-FDG and 18F-FAPI.Methods A total of 120 pairs of 18F-FDG and 18F-FAPI PET images of the same patient scanned separately at different time points were collected,and the dual-tracer PET image was generated through simulation.After the image registration of PET images of two tracers for ensuring spatial position matching,the registered PET images were forward-projected to generate sinogram data,and the sinogram data of two tracers were accumulated to obtain mixed sinogram data.Subsequently,the dual-tracer PET image was reconstructed using maximum likelihood expectation maximization and input into a 3D DSN based network for image separation,thereby obtaining PET images of two single tracers.Results Compared with 3D CNN method,the proposed method increased the structure similarity index measure(SSIM)of the separated 18F-FDG images to the real 18F-FDG images by 0.87%,increased the peak signal-to-noise ratio(PSNR)by 11.8%,and reduced the normalized root mean square error(NRMSE)by 52%.The SSIM of the separated 18F-FAPI images to the real 18F-FAPI images increased by 1.1%,PSNR increased by 17.0%,and NRMSE decreased by 51%.Conclusion The proposed method can be effectively applied to simultaneous PET imaging with dual PET tracers,reducing the number of scans and costs in time and money,and providing clinical doctors more accurate and abundant diagnostic information.
5.Study on the application value of combined spinal-epidural anesthesia under the assistant of ultrasound localization on patients with lower limb fracture
Tao LIU ; Xu LI ; Hongliang QI ; Cheng WANG ; Gang LUO ; Jingui LI
China Medical Equipment 2024;21(2):94-97
Objective:To explore application value of combined spinal-epidural anesthesia under the assistant of ultrasound location on lower limb fractures.Methods:A total of 80 patients with lower limb fractures who underwent surgical treatment at the 901th Hospital of the PLA Joint Service Support Force from July 2020 to July 2022 were selected,and they were divided into a control group and an observation group according to the random number table method,with 40 cases in each group.The control group received epidural anesthesia under ultrasound,and the observation group received the combined lumbar-epidural anesthesia under ultrasound.The lidocaine dosage,anesthetic block time,anesthesia onset time and dosage of additional analgesic,as well as the changes in vital signs such as diastolic blood pressure(DBP),systolic blood pressure(SBP)and heart rate(HR),between the two groups of patients were compared.In addition,the thrombelastogram,anesthetic effects and occurrence of adverse reactions also were compared between two groups.Results:The lidocaine dosage,anesthetic block time,anesthesia onset time and dosage of additional analgesic of the observation group were significantly higher than those in the control group,and the differences were statistically significant(t=8.657,23.483,12.785,16.600,P<0.05),respectively.There were no statistically significant differences in DBP,SBP,HR,comprehensive coagulation index(CI),reaction time(R),formation time of blood cell agglutination(K)and incidence of adverse reactions between two groups before anesthesia,at the 30th minute after anesthesia and after the end of anesthesia(P>0.05).Compared with α angle before anesthesia and at the 30th minute after anesthesia,the α angles of the two groups increased significantly after anesthesia(t=6.564,5.783,P<0.05),respectively.The mechanical strength(G)of the blood clot and the maximum amplitude(MA)of chromatogram of the observation group were significantly reduced after completed anesthesia,and the differences of them were statistically significant(t=8.480,4.236,P<0.05),respectively.There were no significant differences between G and MA in the control group(P>0.05).The total effective rate of the observation group was 97.50%,which was significantly higher than 80.00% of the control group,and the difference was statistically significant(x2=4.507,P<0.05).Conclusion:The combined spinal-epidural anesthesia under the assistant of ultrasound location can effectively reduce the amount of anesthetics in patients with lower limb fracture,which has fast block and effect.In addition,it has little influence on circulatory function,and it is less likely to form a hypercoagulable state.It has better clinical anesthesia effect.
6.Effect of Fuzheng Huayu prescription on hepatocyte extinction and regeneration in a mouse model of liver cirrhosis
Tingting ZHU ; Jingshu QI ; Yanan GUO ; Hongliang LIU ; Yanyan TAO ; Zhimin ZHAO ; Zhengxin LI ; Chenghai LIU
Journal of Clinical Hepatology 2024;40(4):745-752
ObjectiveTo investigate the effect of Fuzheng Huayu prescription on hepatocyte extinction and regeneration in fibrotic liver and its mechanism of action in promoting hepatocyte regeneration. MethodsMice were given intraperitoneal injection of CCl4 for 6 weeks to establish a model of liver cirrhosis, and there were 10 mice in the model group, 10 in the sorafenib group, 10 in the Fuzheng Huayu prescription group, and 9 in the normal control group. Since week 4 of modeling, the mice in the Fuzheng Huayu prescription group and the sorafenib group were given the corresponding drug by gavage at a dose of 4.8 g/kg and 4 mg/kg, respectively, for three consecutive weeks, and those in the normal group and the model group were given an equal volume of sodium carboxymethyl cellulose. Serum liver function parameters were measured; the METAVIR scoring system was used to evaluate liver inflammation and fibrosis stage; Sirius Red staining and hydroxyproline (Hyp) content in liver tissue were used to evaluate collagen deposition; immunohistochemistry was used to measure the protein expression levels of type IV collagen, CD31, CD32b, Ki67, CyclinD1, glutamine synthetase, Wnt2, and HGF, and Western blot was used to measure the expression levels of Wnt2, LRP6, β-catenin, p-β-catenin, and CyclinD1 in liver tissue. A one-way analysis of variance was used for comparison of continuous data between multiple groups, and the least significant difference t-test was used for further comparison between two groups. ResultsCompared with the model group, the Fuzheng Huayu prescription group and the sorafenib group showed the following changes: significant reductions in the serum levels of alanine aminotransferase and aspartate aminotransferase and the content of Hyp in liver tissue (all P<0.01); a significant reduction in METAVIR score; significant reductions in the expression levels of type Ⅳ collagen and CD31 (all P<0.05) and a significant increase in the expression level of CD32b (P<0.01); significant reductions in the number of parenchymal extinction lesions and significant increases in the expression levels of Ki67 and CyclinD1 in liver tissue (all P<0.01); significant increases in the protein expression levels of Wnt2, LRP6, β-catenin, and CyclinD1 and a significant reduction in the protein expression level of p-β-catenin (all P<0.05); significant increases in the number of cells stained positive for both CD32b and Wnt2. ConclusionFuzheng Huayu prescription can inhibit hepatic sinusoidal capillarization, improve the Wnt2 exocrine function of liver sinusoidal endothelial cells, activate the Wnt/β-catenin signaling pathway associated with hepatocyte regeneration, and finally reverse liver cirrhosis.
7.LSTM-XGBoost Based RR Intervals Time Series Prediction Method in Hypertensive Patients
Wenjie YU ; Hongwen CHEN ; Hongliang QI ; Zhilin PAN ; Hanwei LI ; Debin HU
Chinese Journal of Medical Instrumentation 2024;48(4):392-395
Objective The prediction of RR intervals in hypertensive patients can help clinicians to analyze and warn patients'heart condition.Methods Using 8 patients'data as samples,the RR intervals of patients were predicted by long short-term memory network(LSTM)and gradient lift tree(XGBoost),and the prediction results of the two models were combined by the inverse variance method to overcome the disadvantage of single model prediction.Results Compared with the single model,the proposed combined model had a different degree of improvement in the prediction of RR intervals in 8 patients.Conclusion LSTM-XGBoost model provides a method for predicting RR intervals in hypertensive patients,which has potential clinical feasibility.
8.Comparison of the effectiveness and safety of semaglutide versus dulaglutide for treating type 2 diabetes:a retrospective cohort study utilizing propensity score matching
Lanzhi HE ; Pengxiang ZHOU ; Shulin HUANG ; Chunyan LIN ; Haikun LUO ; Jianying QI ; Hongliang ZHANG ; Xiaoyu CHEN ; Ganping ZHOU
Chinese Journal of Pharmacoepidemiology 2024;33(6):601-611
Objective To compare the effectiveness and safety of semaglutide with dulaglutide in patients diagnosed with type 2 diabetes.Methods A multicenter retrospective cohort study was conducted to include patients with type 2 diabetes who received semaglutide or dulaglutide treatment at three hospitals between April 2021 and July 2023 in the study.The patients were divided into the semaglutide group(SEMA group)and the dulaglutide group(DULA group)based on their treatment.Propensity score matching was used to pair the two groups in a 1:1 ratio,aligning them based on baseline characteristics such as gender,age,body mass index,blood glucose levels,duration of diabetes,and complications.Various parameters including fasting blood glucose,2-hour postprandial blood glucose,glycosylated hemoglobin(HbA1c),serum creatinine,urea nitrogen levels,estimated glomerular filtration rate(eGFR),urinary albumin/creatinine ratio(UACR),and occurrences of adverse reactions were assessed at 3,6,9,and 12 months after the treatment.Results After propensity score matching,98 patients were included in both the SEMA and DULA groups,showing no statistically significant differences in baseline characteristics between the groups(P>0.05).At each follow-up point,the fasting blood glucose,2-hour postprandial blood glucose,and HbA1c levels of both groups showed a significant decrease compared to the baseline(P≤0.05).The inter-group comparison revealed no statistically significant differences in the changes in fasting blood glucose,2-hour postprandial blood glucose,and HbA1c levels between the two groups(P>0.05).At the 6th month,the SEMA group exhibited a statistically significant higher rate of HbA1c<7%compared to the DULA group(P<0.05).In the SEMA group,serum creatinine and urea nitrogen decreased significantly at the 6th month compared to baseline,while eGFR showed an increase at the 3rd and 6th month,and UACR decreased,all with statistical significance(P<0.05).In the DULA group,there was a statistically significant increase in serum creatinine and decrease at the 3rd and 6th months in eGFR,respectively.Additionally,urea nitrogen levels decreased significantly at the 9th month,all differences were statistically significant(P<0.05).The inter-group comparison revealed that at the 3rd and 6th month,the SEMA group exhibited a greater reduction in serum creatinine levels compared to the DULA group.Additionally,the SEMA group demonstrated a more pronounced increase in eGFR levels than the DULA group,with statistical significance(P<0.05).At the 6th month,the SEMA group exhibited a significantly greater decrease in UACR and a significantly lower incidence of renal insufficiency compared to the DULA group(P<0.05).There were no significant difference in the incidence of adverse reactions between the two groups(P>0.05).Conclusion Semaglutide and dulaglutide can significantly improve blood glucose control,exhibit comparable effectiveness and safety in lowering blood glucose levels,and semaglutide has a potentially protective effect on renal function.
9.Prediction of triglyceride-rich lipoprotein cholesterol for coronary artery lesions in elderly patients and evaluation of its predictive value
Chinese Journal of Geriatric Heart Brain and Vessel Diseases 2024;26(5):527-530
Objective To investigate the correlation between triacylglycerol-rich lipoprotein choles-terol(TRL-C)level and the severity of coronary artery disease in elderly patients with coronary heart disease(CHD).Methods A total of 220 elderly CHD patients who underwent coronary an-giography in our hospital from January 1 to December 31,2020 were enrolled in this study.They were divided into mild coronary artery disease group(SYNTAX score 1-22,158 cases)and mod-erate to severe coronary artery disease group(SYNTAX score ≥23,62 cases).Logistic regression analysis and ROC curve analysis were used.Results Compared with the mild coronary artery dis-ease group,the moderate and severe coronary artery disease group had significantly lower albu-min,apolipoprotein(Apo)A and platelet count,while increased cTnT,NT-proBNP and TRL-C levels(P<0.05,P<0.01).Multivariate logistic regression analysis showed that TRL-C was a risk factor(OR=4.450,95%CI:1.572-12.599,P=0.005),while albumin was a protective factor for coronary artery disease(OR=0.880,95%CI:0.794-0.977,P=0.016).ROC curve analysis indi-cated that the AUC value of TRL-C for diagnosing moderate to severe coronary lesions was 0.655(95%CI:0.580-0.731).Conclusion TRL-C has a predictive value for the severity of coronary artery disease in elderly CHD patients,and has a predictive value for moderate to severe coronary artery disease.
10.Design of a software for multimodal radiomics features mining and analysis based on artificial intelligence
Ye CHEN ; Hanwei LI ; Debin HU ; Hongliang QI ; Hongwen CHEN
Chinese Journal of Medical Physics 2024;41(12):1578-1584
Various types of software needed in radiomics studies come with the problems such as data incompatibility and hyperparameter tuning.Therefore,an artificial intelligence-based software is developed for radiomics studies,providing doctors and researchers a solution with image preprocessing,feature extraction,feature selection,modeling analysis and data visualization.The usability of the software is demonstrated using a public data set.Eight sets of feature selectors and classifiers are established for classification predication on test data set and key performance indicator output.Through hyperparameter tuning,the model is further optimized.Researchers will focus more on the research itself rather than unnecessary development efforts,and radiomics studies will become more convenient and efficient with the software addressed.

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