1.Incentive and constraint factors and optimization strategies for artificial intelligence application in pharmacy based on TAM-TOE-DOI integrated framework
Jian YANG ; Zhichu LI ; Weili ZHAO ; Xiaoyi YU ; Ming XU
China Pharmacy 2026;37(11):1478-1484
OBJECTIVE Identify the incentive and constraint factors of artificial intelligence (AI) application in the pharmaceutical field, and promote the application of AI in the field of pharmacy. METHODS Based on the technology acceptance model (TAM), technology-organization-environment (TOE) framework, and diffusion of innovation theory (DOI), a TAM-TOE-DOI integrated framework was constructed through a four-stage research process of “theoretical review → dimension mapping → mechanism integration → proposition development”. Combining the analytical pathways of the above three theories in AI application in pharmacy with the integration mechanisms and core propositions of the TAM-TOE-DOI, literature review and deductive reasoning were employed to systematically identify the incentive and constraint factors of AI application in pharmacy from three levels:micro (TAM), meso (TOE), and macro (DOI), and to propose optimization strategies. RESULTS & CONCLUSIONS At the micro level, the efficiency transformation and quality improvement brought by AI technology were the main incentive factors for perceived usefulness, while technological complexity and algorithmic opacity were the main constraint factors for perceived ease of use. At the meso level, the completeness of technological infrastructure, the strength of top management support and innovation climate, as well as external institutional pressure and competitive driving forces were the core incentive factors, whereas scarcity of organizational resources and talent shortage were the main constraint factors. At the macro level, relative advantage and observability were typical incentive factors, while technological complexity was a typical constraint factor. China’s health administration, medical insurance authorities, and other relevant departments should coordinate efforts at the macro, meso, and micro levels to advance AI application in pharmacy: optimizing human-computer interaction and implementing tiered training programs at the micro level; reinforcing organizational support systems and capacity building at the meso level; dismantling data barriers and building social trust at the macro level. Differentiated implementation pathways should be developed for medical institutions at different tiers.
2.Ancient data mining on drug characteristics of knee osteoarthritis
Zihan MENG ; Yueyue YU ; Xiaoyi SHI ; Xinyu MA ; Dingding WU ; Xu ZHANG ; Heyi LI ; Jingya WANG ; Liyuan ZHANG ; Heli ZHAO
China Modern Doctor 2025;63(12):1-4,48
Objective To analyze ancient prescriptions for knee osteoarthritis(KOA),and explore their application patterns,for providing clinical reference value.Methods Prescriptions were collected from ancient documents,and a database was created by using Excel 2016 for frequency analysis.Association rules and hidden structures were analyzed by using SPSS Modeler 18.0 and Lantern 5.0.Results A total of 373 prescriptions and 421 herbs were collected,with 3894 times of frequency of medication.Danggui was the most frequently used herb.Herbs primarily tonified deficiencies,relieved exterior symptoms,and expelled wind-dampness,with warm properties and pungent,sweet,or bitter tastes,mainly targeting the spleen and kidney meridians.Thirteen strong association rules were identified,including Chuanxiong+Niuxi-Danggui,and Bixie-Niuxi.Hidden structure analysis revealed 10 variables,leading to 4 clusters and 4 core prescriptions.Common syndromes included wind-damp,wind-cold-damp,wind-damp-heat,and qi-blood deficiency.Conclusion The treatment of KOA in ancient literature focuses on dispelling wind and removing dampness,taking into account both positive deficiency and evil excess,flexible use of tonifying spleen and kidney,clearing dampness-heat,tonifying Qi and blood and other drugs.
3.Cultural brand construction of public hospitals under the leadership of Party building:a case study of the deaf assistance outpatient clinic at Shanghai east hospital
Yannan PENG ; Yijun SHEN ; Qingyang ZHAO ; Jiang LI ; Xiaoyi LI ; Qing CAI
Modern Hospital 2025;25(5):687-689,693
The new cultural construction of high-quality development of public hospitals proposes a patient-oriented ap-proach.People with disabilities,represented by the hearing-impaired community,faces many difficulties in the process of seeking medical care,and their needs have not been adequately addressed.This inadequacy adversely affects the development of harmoni-ous doctor-patient relationships and the patient medical experience.This study takes the deaf assistance outpatient clinic,first es-tablished by Shanghai East Hospital as an example to elaborate the practice of cultural brand construction under the leadership of Party building.Medical social workers,healthcare professionals,and volunteers work together to build a cultural brand through institutional guarantees,detailed care,and the establishment of a full process service system.This is expected to provide refer-ences for the construction of hospital cultural brands..
4.Formulation and Interpretation of the Measuring Method of Silicone Oil in Prefilled Syringe
Changshuai ZHAO ; Xueting LIU ; Aijuan LIU ; Xiaoyi MENG ; Yong SHEN ; Lei CHEN
Herald of Medicine 2025;44(7):1070-1073
Objective To formulate the 2025 edition of the Pharmacopoeia of the People's Republic of China of prefilled syringe silicone oil determination method,and to interpret the method content.Methods The prefilled syringe was added silicone solvent ethyl acetate to the roll edge of the sleeve and let it stand for extraction for 5 minutes,then put the silicon solvent in the evaporating dish dried at 105 ℃ to constant weight,then add 1mL ethyl acetate into the sleeve for rinsing and placing in the same evaporating dish,and then dry in a water bath at 105℃ to constant weight.The content of silicone oil in the sleeve of the prefilled syringe was calculated according to the quality difference.Results The reliability of the experimental method was verified by the ultimate extraction test,standard recovery test,and precision investigation.The results showed that the ultimate extraction could be achieved after 5 minutes of extraction with ethyl acetate.The recovery rate of the method was 100.0%-101.6%,and the precision was 3.5%.Conclusion The formulation of the determination method refers to the measurement method of silicone oil content in relevant standards at home and abroad,combined with the problems existing in the measurement of silicone oil content in daily tests,to further improve the operability of the detection method,the method is simple,efficient,feasible and reliable.
5.Determination of potential genotoxic impurities in baritinib by GC
Zhao LI ; Gang LONG ; Wen LAN ; Jinfeng ZHENG ; Yanming LIU ; Xiaoyi SHI
Drug Standards of China 2025;26(2):232-236
Objective:A GC method was established for the determination of three potential genotoxic impuri-ties methyl ethanesulfonate,ethyl ethanesulfonate and isopropyl ethanesulfonate in baritinib raw materials.Methods:The chromatography was performed on Agilent J&W DB-1701(30 m×0.25 mm,1.0 μm)col-umn.The heating procedure was the initial temperature of 100℃,maintained for 3 min,at the rate of 5℃per minute to 180℃,maintained for 2 min,and then at the rate of 30℃per minute to 240℃,maintained for 5 min.The temperature of the injector was 240℃.The shunt ratio was 1∶10.The carrier gas was helium with a flow rate of 2.0 mL per minute.The temperature of the detector was 260℃and the injection volume was 2 μL.Results:The specificity,linearity and range,limit of quantification and detection,accuracy,pre-cision,repeatability and stability of the method meet the requirements.Conclusion:The analytical method is simple,accurate,sensitive and reproducible,and can be used for quality control of three potential genotoxic impurities in baritinib.
6.Effect of degree of neuromuscular block on intraoperative surgical conditions and postoperative recovery quality in patients undergoing lumbar interbody fusion
Jie GUO ; Xiaoyi CHEN ; Junda CHEN ; Xinghe WANG ; Dong HUANG ; Dongmei YUE ; Linlin ZHAO ; Junli CAO ; Su LIU
Chinese Journal of Anesthesiology 2025;45(4):444-448
Objective:To evaluate the effect of the degree of neuromuscular blockade on the intraoperative surgical conditions and postoperative recovery quality in patients undergoing lumbar interbody fusion.Methods:In this randomized controlled trial, 100 patients of either sex, aged 18-79 yr, with a body mass index of 18.5-35.0 kg/m 2, of American Society of Anesthesiologists Physical Status classification < Ⅳ, scheduled for elective lumbar interbody fusion at the Affiliated Hospital of Xuzhou Medical University from August to October 2024, were allocated into 2 groups ( n=50 each) using stratified randomization based on the number of lumbar segments: deep neuromuscular blockade group (group D) and moderate neuromuscular blockade group (group M). The intraoperative post-tetanic count was maintained at 1 or 2 in group D, and the intraoperative train-of-four was maintained at 1 or 2 in group M. The scores for surgical conditions, duration of operation, blood loss, length of incision, occurrence of severe hypoxemia after extubation, requirement for rescue analgesia in post-anesthesia care unit, 15-item Quality of Recovery scale score and length of stay were recorded. Results:Compared with group M, the scores for surgical conditions were significantly increased, the rate of rescue analgesia in post-anesthesia care unit was decreased, 15-item Quality of Recovery scale scores were increased at 3 days after surgery ( P<0.05), and no significant changes were found in the duration of operation, blood loss, length of incision, incidence of severe hypoxemia after extubation and length of hospital stay in group D ( P>0.05). Conclusions:Compared with moderate neuromuscular blockade, deep neuromuscular blockade can provide better surgical conditions and improve the quality of early postoperative recovery for patients undergoing lumbar interbody fusion.
7.Determination of potential genotoxic impurities in baritinib by GC
Zhao LI ; Gang LONG ; Wen LAN ; Jinfeng ZHENG ; Yanming LIU ; Xiaoyi SHI
Drug Standards of China 2025;26(2):232-236
Objective:A GC method was established for the determination of three potential genotoxic impuri-ties methyl ethanesulfonate,ethyl ethanesulfonate and isopropyl ethanesulfonate in baritinib raw materials.Methods:The chromatography was performed on Agilent J&W DB-1701(30 m×0.25 mm,1.0 μm)col-umn.The heating procedure was the initial temperature of 100℃,maintained for 3 min,at the rate of 5℃per minute to 180℃,maintained for 2 min,and then at the rate of 30℃per minute to 240℃,maintained for 5 min.The temperature of the injector was 240℃.The shunt ratio was 1∶10.The carrier gas was helium with a flow rate of 2.0 mL per minute.The temperature of the detector was 260℃and the injection volume was 2 μL.Results:The specificity,linearity and range,limit of quantification and detection,accuracy,pre-cision,repeatability and stability of the method meet the requirements.Conclusion:The analytical method is simple,accurate,sensitive and reproducible,and can be used for quality control of three potential genotoxic impurities in baritinib.
8.Formulation and Interpretation of the Measuring Method of Silicone Oil in Prefilled Syringe
Changshuai ZHAO ; Xueting LIU ; Aijuan LIU ; Xiaoyi MENG ; Yong SHEN ; Lei CHEN
Herald of Medicine 2025;44(7):1070-1073
Objective To formulate the 2025 edition of the Pharmacopoeia of the People's Republic of China of prefilled syringe silicone oil determination method,and to interpret the method content.Methods The prefilled syringe was added silicone solvent ethyl acetate to the roll edge of the sleeve and let it stand for extraction for 5 minutes,then put the silicon solvent in the evaporating dish dried at 105 ℃ to constant weight,then add 1mL ethyl acetate into the sleeve for rinsing and placing in the same evaporating dish,and then dry in a water bath at 105℃ to constant weight.The content of silicone oil in the sleeve of the prefilled syringe was calculated according to the quality difference.Results The reliability of the experimental method was verified by the ultimate extraction test,standard recovery test,and precision investigation.The results showed that the ultimate extraction could be achieved after 5 minutes of extraction with ethyl acetate.The recovery rate of the method was 100.0%-101.6%,and the precision was 3.5%.Conclusion The formulation of the determination method refers to the measurement method of silicone oil content in relevant standards at home and abroad,combined with the problems existing in the measurement of silicone oil content in daily tests,to further improve the operability of the detection method,the method is simple,efficient,feasible and reliable.
9.Palpitations, Shortness of Breath, Weakness in Limbs, Edema, and Dyspnea: A Rare Inflammatory Myopathy with Positive Aniti-mitochondrial Antibodies and Cardiac Involvement
Chunsu LIANG ; Xuchang ZHANG ; Ning ZHANG ; Lin KANG ; Xiaohong LIU ; Jiaqi YU ; Yingxian LIU ; Lin QIAO ; Yanli YANG ; Xiaoyi ZHAO ; Ruijie ZHAO ; Na NIU ; Xuelian YAN
Medical Journal of Peking Union Medical College Hospital 2025;16(1):248-255
This article presents a case study of a patient who visited the Geriatric Department of Peking Union Medical College Hospital due to "palpitations, shortness of breath for more than 2 years, limb weakness for 6 months, edema, and nocturnal dyspnea for 2 months". The patient exhibited decreased muscle strength in the limbs and involvement of swallowing and respiratory muscles, alongside complications of heart failure and various arrhythmias which were predominantly atrial. Laboratory tests revealed the presence of multiple autoantibodies and notably anti-mitochondrial antibodies. Following a comprehensive multidisciplinary evaluation, the patient was diagnosed with anti-mitochondrial antibody-associated inflammatory myopathy. Treatment involved a combination of glucocorticoids and immunosuppressants, along with resistance exercises for muscle strength and rehabilitation training for lung function, resulting in significant improvement of clinical symptoms. The case underscores the importance of collaborative multidisciplinary approaches in diagnosing and treating rare diseases in elderly patients, where careful consideration of clinical manifestations and subtle abnormal clinical data can lead to effective interventions.
10.Analysis of a case of regulatory violations by an occupational health examination institution
Chanchan QI ; Ruiyan HUANG ; Chaoting ZHAO ; Leyi XU ; Jianyong LU ; Xiaoyi LI ; Jiabin CHEN
China Occupational Medicine 2025;52(1):106-109
Objective To analyze a case of violations by an occupational medical examination (OME) institution and to explore the key control points for the supervision and management of OME institutions, as well as the core role of quality assessment in this context. Methods An OME institution suspected of illegal activities was used as the study subject. Retrospective analysis was conducted. Clues of suspected violations were identified by an on-site quality assessment. After investigation and verification by the local health authorities, legal action was taken against the institution for its violations. Results During an on-site quality assessment, the Guangdong Province OME quality control expert group discovered that the OME institution violated regulations, including unqualified personnel file, exceeding the scope of services category, issuing false reports, failing to report suspected occupational diseases on time, and failing to notify workers about suspected occupational diseases as required. The evidence was then submitted to the Guangdong Province OME Quality Control Center, which subsequently forwarded the case to local health administration department for filing and investigation. After the investigation, penalties were imposed on the OME institution for its illegal activities. Conclusion The key supervision and inspection points in the quality assessment of OME institutions include personnel file configuration, the quality control management system and its implementation, the quality of OME reports, and information reporting. Quality assessment plays a pivotal role in ensuring the legal and compliant practice of OME institutions, safeguarding the health rights and interests of workers, and enhancing the overall standard of the OME industry.

Result Analysis
Print
Save
E-mail