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.

Artificial intelligence (AI) has emerged as a transformative force in healthcare, with applications spanning diagnostics to drug development. However, its integration into drug regulation remains nascent, with varying degrees of adoption and implementation across different regulatory bodies worldwide. This review aims to provide a comprehensive overview of the current state of AI in drug regulation, encapsulating AI-related policies, initiatives, and its practical application in regulatory agencies globally. It further discusses the challenges and future prospects of AI in this field. The findings reveal that numerous agencies have launched action plans and initiatives to incorporate AI, aiming to streamline regulatory processes and enhance data-driven regulatory decision-making. Moreover, AI's deployment in safety surveillance, workflow optimization, and regulatory science research is expanding, highlighting its increasing impact on drug regulation. Nonetheless, key challenges persist, such as data quality and reliability, technical limitations, talent shortage and the absence of standards. The review concludes that interdisciplinary collaboration is crucial to harness AI's full potential in drug regulation and overcoming its current limitations. In the future, AI may become a pivotal catalyst in drug regulation, promising a new era of enhanced scrutiny, efficiency, and innovation that will benefit public health on a global scale.

In recent years, with the exploration and development of machine learning algorithms in the medical scenario, their potential for application in clinical diagnosis and treatment has been gradually explored. Image-based machine learning algorithms have made a lot of progress in urological cancer-related research, and have been proven to have a positive effect on the diagnosis, treatment and prognosis of urological cancer. Despite the great impact of machine learning algorithms clinically, they are still in the exploratory stage, with many deficiencies and limitations.

Objective:To explore the clinical effect of endoscopic radical thyroidectomy via three-port gasless intermuscular approach.Methods:This is a retrospective cohort study. The data of 148 patients who underwent radical thyroidectomy at the Fourth General Surgery Department of the Second Affiliated Hospital of Harbin Medical University from January to June 2024 were retrospectively analyzed. There were 31 males and 117 females,aging (43.5±9.6) years (range: 21 to 64 years). The surgical method was selected according to the needs and wishes of patients. Among them, 77 cases underwent endoscopic radical thyroidectomy via unilateral three-port gasless intermuscular approach (three-port gasless group),and 71 cases underwent unilateral conventional open radical thyroidectomy(open group). The surgical technique exploration curve of the three-port gasless group was drawn based on the operation time and the number of lymph node dissections,and the technical exploration period and the technical maturity period were divided. The clinical data of the cases in the three-port gasless group and the open group were compared during the technical maturity period. The independent sample t test was used to compare the quantitative data between the two groups, and the χ2 test or Fisher exact probability method was used to compare the categorical data, respectively. Results:According to the technical exploration curve,there were 11 cases in the technical exploration period of the three-port gasless group,and 66 cases in the technical maturity period. In the technical mature period,the injury rate of temporary recurrent laryngeal nerve in the three-port gasless group was 1.5% (1/65),and the number of lymph node dissections was 5.9±3.5(range:0 to 14),which was not statistically significant compared with 4.4% (3/68) and 5.8±3.7(range:0 to 16) in the open group (all P>0.05). In the technical mature period,the operation time of the three-port gasless group was (39.2±6.2)minutes(range:30 to 55 minutes) and the postoperative drainage volume was (57.6±11.8) ml(range:30 to 90 ml),which were lower than those of the open group((67.8±13.9) minutes (range: 30 to 105 minutes) and (82.9±22.4)ml(range:50 to 175 ml)),and the differences were statistically significant ( t=15.303, 8.177, both P>0.05). During the technical maturity period,the postoperative hospital stay in the three-port gasless group was (3.2±0.4)days(range:3 to 4 days), which was not statistically different from that of the open group((3.2±0.4)days(range:3 to 5 days))( P>0.05). The incision satisfaction of patients in the three-port gasless group one month after the operation was higher than that of the control group (100% vs. 62.0%) ( P<0.01). Conclusion:Compared with open surgery,endoscopic radical thyroidectomy via three-port gasless intermuscular approach has certain advantages in terms of operation time, postoperative drainage volume and patient cosmetic satisfaction.

In recent years, with the exploration and development of machine learning algorithms in the medical scenario, their potential for application in clinical diagnosis and treatment has been gradually explored. Image-based machine learning algorithms have made a lot of progress in urological cancer-related research, and have been proven to have a positive effect on the diagnosis, treatment and prognosis of urological cancer. Despite the great impact of machine learning algorithms clinically, they are still in the exploratory stage, with many deficiencies and limitations.

Objective:To explore the clinical effect of endoscopic radical thyroidectomy via three-port gasless intermuscular approach.Methods:This is a retrospective cohort study. The data of 148 patients who underwent radical thyroidectomy at the Fourth General Surgery Department of the Second Affiliated Hospital of Harbin Medical University from January to June 2024 were retrospectively analyzed. There were 31 males and 117 females,aging (43.5±9.6) years (range: 21 to 64 years). The surgical method was selected according to the needs and wishes of patients. Among them, 77 cases underwent endoscopic radical thyroidectomy via unilateral three-port gasless intermuscular approach (three-port gasless group),and 71 cases underwent unilateral conventional open radical thyroidectomy(open group). The surgical technique exploration curve of the three-port gasless group was drawn based on the operation time and the number of lymph node dissections,and the technical exploration period and the technical maturity period were divided. The clinical data of the cases in the three-port gasless group and the open group were compared during the technical maturity period. The independent sample t test was used to compare the quantitative data between the two groups, and the χ2 test or Fisher exact probability method was used to compare the categorical data, respectively. Results:According to the technical exploration curve,there were 11 cases in the technical exploration period of the three-port gasless group,and 66 cases in the technical maturity period. In the technical mature period,the injury rate of temporary recurrent laryngeal nerve in the three-port gasless group was 1.5% (1/65),and the number of lymph node dissections was 5.9±3.5(range:0 to 14),which was not statistically significant compared with 4.4% (3/68) and 5.8±3.7(range:0 to 16) in the open group (all P>0.05). In the technical mature period,the operation time of the three-port gasless group was (39.2±6.2)minutes(range:30 to 55 minutes) and the postoperative drainage volume was (57.6±11.8) ml(range:30 to 90 ml),which were lower than those of the open group((67.8±13.9) minutes (range: 30 to 105 minutes) and (82.9±22.4)ml(range:50 to 175 ml)),and the differences were statistically significant ( t=15.303, 8.177, both P>0.05). During the technical maturity period,the postoperative hospital stay in the three-port gasless group was (3.2±0.4)days(range:3 to 4 days), which was not statistically different from that of the open group((3.2±0.4)days(range:3 to 5 days))( P>0.05). The incision satisfaction of patients in the three-port gasless group one month after the operation was higher than that of the control group (100% vs. 62.0%) ( P<0.01). Conclusion:Compared with open surgery,endoscopic radical thyroidectomy via three-port gasless intermuscular approach has certain advantages in terms of operation time, postoperative drainage volume and patient cosmetic satisfaction.

In recent years,in order to meet urgent clinical needs alleviate the shortage of rare disease drugs in China,a series of policies encouraging the research and development of rare disease drugs has been introduced.Enzyme replacement therapy(ERT)is a standard treatment for rare congenital metabolic disorders,especially for enzyme deficiency diseases.Due to the complexity and heterogeneity of drug molecules for rare enzyme replacement therapy,the evaluation of animal models is a major challenge in non-clinical development and evaluation.This article introduces the latest research progress in the development of rare enzyme replacement therapy drugs at home and abroad,put forward some thoughts and suggestions on the non-clinical evaluation(pharmacology,pharmacokinetics,and toxicology)of such products based on representative literature,combined with review practice.

Objective:To explore the expression and importance of Piezo1, E-cadherin, and Vimentin in nasal polyps patients. Methods:Thirty-five patients undergoing endoscopic sinus surgery under general anesthesia were streamed into 20 cases of nasal polyps（NP group） and 15 cases of simple septoplasty without any sinus disease（Control group）. Immunofluorescence staining and Western Blot were applied to detect the protein level of Piezo1, E-cadherin, and Vimentin in NP tissues and nasal polyp-derived primary human nasal epithelial cells（pHNECs）. Also, BEAS-2B cell lines were treated with human TGF-β1 protein to establish epithelial mesenchymal transition（EMT） model in vitro and quantitative real-time polymerase chain reaction were used to calculate Piezo1 and above biomarkers in the model. Results:Compared with control group, Piezo1 and Vimentin showed higher level while E-cadherin was lower in NP tissues and pHNECs.In EMT model in vitro, Piezo1 and Vimentin were demonstrated higher expression with decreased level of E-cadherin. Conclusion:The tendency of Piezo1 is consistent with the mesenchymal-related biomarker Vimentin, going against with epithelial-related biomarker E-cadherin, implying its involvement with EMT process in nasal polyps.
Humans ; Biomarkers/metabolism* ; Cadherins/metabolism* ; Chronic Disease ; Epithelial-Mesenchymal Transition ; Nasal Polyps/metabolism* ; Rhinosinusitis ; Sinusitis ; Transforming Growth Factor beta1/metabolism* ; Vimentin/metabolism*

Objective:To investigate the application value of standardized outcomes in nephrology hemodialysis (SONG-HD) scale in evaluating the fatigue level of patients undergoing maintenance hemodialysis (MHD) patients and the factors that affect fatigue.Methods:A total of 201 patients undergoing regular MHD who received treatment in the Department of Nephrology, The First Affiliated Hospital of Xiamen University in April 2021 were included in April, 2021. The SONG-HD scale was used to evaluate patient's fatigue level. Fatigue was assessed using face-to-face interview questionnaire. Clinical and laboratory indicators were analyzed. Univariate logistic regression analysis and multivariate logistic regression analysis were performed to analyze the factors that affect fatigue of patients undergoing MHD.Results:Among the 201 MHD patients, 73.1% (147/201) had fatigue. The high-sensitivity C-reactive protein and parathyroid hormone levels in patients with fatigue were 0.91 (0.30, 3.63) mg/L and 216.00 (141.00, 347.00) ng/L, respectively, which were significantly higher than 0.40 (0.30, 2.01) mg/L and 153.00 (96.73, 308.50) ng/L in patients who had no fatigue ( Z = 2.12, 2.17, both P < 0.05). The pre-dialysis carbon dioxide binding capacity and blood albumin levels in patients who had fatigue were (21.03 ± 2.65) mmol/L and (36.76 ± 3.20) g/L, respectively, which were significantly lower than (22.68 ± 3.01) mmol/L and (38.61 ± 2.85) g/L in patients who had no fatigue ( t = 3.77, 3.73, both P < 0.05). Univariate logistic regression analysis showed that high-sensitivity C-reactive protein, pre-dialysis carbon dioxide binding capacity, serum albumin level, and parathyroid hormone level were related to the occurrence of fatigue in patients undergoing MHD ( Wald = 4.32, 12.39, 12.23, 4.66, all P < 0.05). Additionally, in a multivariate model adjusted for confounding factors, the independent risk factors for fatigue in patients undergoing MHD were relatively low pre-dialysis carbon dioxide binding capacity and serum albumin level ( Wald = 12.41, 11.67, both P < 0.05). Conclusion:The incidence of fatigue is high in patients undergoing MHD. The SONG-HD scale is convenient to use in assessing the fatigue level of patients undergoing MHD. After adjusting for confounding factors, fatigue in patients undergoing MHD is associated with reduced levels of pre-dialysis carbon dioxide binding capacity and serum albumin.

Objective:To correlate peripheral blood neutrophil-to-lymphocyte ratio with the occurrence of restless legs syndrome (RLS) in patients undergoing maintenance hemodialysis (MHD).Methods:This is a cross-sectional study. A total of 203 patients who underwent long-term MHD at the Blood Purification Center, Department of Nephrology, The First Affiliated Hospital of Xiamen University from May to June 2021 were included in this study. The counts of peripheral blood neutrophils and lymphocytes were determined and the neutrophil-to-lymphocyte ratio was calculated. These patients were divided into a RLS group and a non-RLS group according to whether they developed RLS. RLS-related factors were evaluated using face-to-face interview questionnaires. Various clinical and laboratory parameters were analyzed. The influential factors of RLS in patients undergoing MHD were analyzed through univariate regression analysis and multivariate logistic regression analysis.Results:A total of 203 patients undergoing MHD were enrolled, 30 individuals were determined as current RLS cases (14.78%). The levels of NLR and PTH in the RLS group were 4.86 (3.39, 5.82) L/L and 244.50 (143.25, 406.50) ng/L, respectively, which were significantly higher than those in the normal group [3.51 (2.60, 5.24) L/L, 147.00 (94.80, 263.50) ng/L, Z = -3.38, -2.64, both P < 0.05]. Univariate logistic regression analysis showed that NLR, PTH, uric acid, and neutrophil count were correlated with RLS (Wald χ2 = 7.96, 4.99, 4.76, 8.33, all P < 0.05). NLR was the independent risk factor of RLS (Wald χ2 = 6.14, P < 0.05) in multivariate models adjusting for confounding factor. Conclusion:The prevalence of RLS is high in patients undergoing MHD. RLS is assicuated with NLR among patients undergoing MHD after adjusting for confounding factor. RLS is likely associated with systemic inflammatory diseases.