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.Historical Evolution and Modern Research Progress of Dipsaci Radix Processing
Weili MA ; Xiaofeng JIN ; Qiaoxia SHI ; Ziming JIN ; Xia DOU ; Li YANG
Chinese Journal of Information on Traditional Chinese Medicine 2025;32(9):174-179
Dipsaci Radix is a commonly used yang tonifying medicine in clinical practice.Ancient books record that its preparation methods are diverse,mainly concentrated in the Ming and Qing dynasties,including wine soaking,wine washing,wine baking,wine stir frying,stir frying,wine mixing,and salt water stir frying.Wine roasting can promote blood circulation,dispel cold stagnation,and has been used throughout history;salt roasting has been seen in modern times,which can induce Chinese materia medica to descend and enhance liver and kidney tonifying effects;at present,it is mainly used for slicing raw materials,but there are also processed products such as wine fried products,salt fried products,stir fried slices,and charcoal slices.This article reviewed the herbal monographs,TCM ancient books,processing standards and modern literature,and combed the related elaboration of the processing history and modern processing research of Dipsaci Radix in the literature,so as to provide references for the processing mechanism,method research,clinical application and resource development and utilization of Dipsaci Radix.
3.Expert consensus on surgical treatment and rehabilitation for competitive sports athletes returning to sports after anterior cruciate ligament injury (version 2025)
Kai HUANG ; Lunhao BAI ; Qing BI ; Hong CHEN ; Jiwu CHEN ; Xuesong DAI ; Wenyong FEI ; Weili FU ; Zhizeng GAO ; Lin GUO ; Yinghui HUA ; Jingmin HUANG ; Suizhu HUANG ; Xuan HUANG ; Jian LI ; Qiang LI ; Shuzhen LI ; Yanlin LI ; Yunxia LI ; Zhong LI ; Ning LIU ; Yuqiang LIU ; Wei LU ; Hongbin LYU ; Haile PAN ; Xiaoyun PAN ; Chao QI ; Weiliang SHEN ; Luning SUN ; Jin TANG ; Zimin WANG ; Bide WANG ; Ru WANG ; Shaobai WANG ; Licheng WEI ; Weidong XU ; Yongsheng XU ; Jizhou YANG ; Liang YANG ; Rui YANG ; Hongbo YOU ; Tengbo YU ; Jiakuo YU ; Bing YUE ; Hua ZHANG ; Hui ZHANG ; Qingsong ZHANG ; Xintao ZHANG ; Jiajun ZHAO ; Lilian ZHAO ; Qichun ZHAO ; Song ZHAO ; Jiapeng ZHENG ; Jiang ZHENG ; Zhi ZHENG ; Jingbin ZHOU ; Jinzhong ZHAO
Chinese Journal of Trauma 2025;41(4):325-338
With the rapid development of competitive sports, the incidence of anterior cruciate ligament (ACL) injury is on the rise. Such injuries may shorten athletes′ career and lead to other long-term adverse consequences. Although athletes generally recover well after ACL reconstruction, many still struggle to return to their pre-injury performance levels. Advances in the understanding of ACL anatomy and injury mechanisms, along with the evolution of surgical techniques and rehabilitation methods, have provided more individualized and tailored options for athletes following ACL injuries. However, there is currently no consensus in China regarding surgical and rehabilitation strategies for competitive athletes aiming to return to sports after ACL injuries. To this end, the Sports Medicine Committee of the Chinese Research Hospital Association and the Editorial Board of the Chinese Journal of Trauma jointly formulated the Expert consensus on surgical treatment and rehabilitation for competitive sports athletes returning to sports after anterior cruciate ligament injury ( version 2025), and presented 14 recommendations covering surgical indications, preoperative rehabilitation, surgical timing, surgical strategies and postoperative rehabilitation strategies, aiming to improve the surgical treatment and rehabilitation system for ACL injuries in competitive athletes and facilitate their return to high-level sports performance after injury.
4.Advancements in artificial intelligence for the precise diagnosis and treatment of hematological malignancies
Haoxu YANG ; Jie XIONG ; Weili ZHAO
Chinese Journal of Hematology 2025;46(2):186-192
Hematological malignancy is a highly heterogeneous disease with complex biological characteristics and diverse clinical manifestations. Therefore, precise diagnosis and treatment are crucial and urgently needed. To further improve the accuracy of diagnosis and prognostication and to promote personalized therapy, artificial intelligence (AI) has been increasingly used. This study reviewed literature published in the last 5 years and summarized the application, benefits, and drawbacks of AI in the diagnosis, treatment, and prognosis of hematologic malignancies. Although AI can effectively improve the accuracy of diagnosis and therapy, low-quality data, poor interpretability of the model, and limited clinical transformation have impeded its popularization and application. In the future, the clinical application of AI in hematologic malignancy can be accelerated by establishing standards for clinical data processing, integrating multimodal information for accurate diagnosis and prognostication, and conducting systematic clinical verification of model algorithms.
5.Quality Evaluation of Randomized Controlled Trials of Exercise Therapy of Traditional Chinese Medicine for Parkinson's Disease
Weili ZHANG ; Jing YANG ; Yiqing CAI
Journal of Medical Research 2025;54(5):158-165
Objective To evaluate the methodological and report quality of the randomized controlled trials(RCT)of Traditional Chinese Medicine(TCM)exercise in patients with Parkinson's disease(PD).Know the current quality status and existing problems,and provide reference for future clinical practice.Methods After Chinese and English databases were searched by computer.We referred to Cochrane 5.1.0 Bias Risk Assessment Tool and the CONSORT 2010 Statement,evaluated the methodology and report quality of the in-cluded RCT.Results 54studies were included,57.4%were Tai chi intervention,the concealment of randomization and allocation schemes,blinding of outcome assessors,and other sources of bias were not adequately reported.96.3%(52studies)had a high risk of blinding subjects and intervenors,only 14.8%(8studies)used and described the concealment of randomization,and 38.9%(21 studies)reported the use of blinding of outcome assessors.The evaluation results of CONSORT statement showed that in total 37subitems,5subitems(13.5%)had a report rate of 0.More than half of the subitems(67.6%)had a report rate of less than 50%,in-cluding concealment of allocation(14.8%),implementation of blinding(38.9%),sample-size estimation(16.7%),intention-to-treat analysis(20.4%),and protocol registration(22.2%),etc.Conclusion The methodological and report quality of RCT were low.In the future,researchers should strictly follow the CONSORT statement to standardize the design,implementation and reporting of RCT,improve the higher methodological quality and pay more attention to outcomes in non-motor function and safety outcomes,then provide o-riginal studies with better quality for PD management and promote them to be transformed and utilized.Finally,promote exercise therapy of traditional Chinese medicine in PD management.
6.Periodic expression of ERα and ClC-3 and their correlation with anti-breast cancer effect of tamoxifen
Xueke LI ; Xiuying HOU ; Shiqing LIU ; Haifeng YANG ; Linyan ZHU ; Weili HE
Chinese Journal of Pathophysiology 2025;41(3):417-426
AIM:This study aims to investigate of perodic expression,distribution and interaction between es-trogen receptor α(ERα)and ClC-3 chloride channel,and their relevance to the cell cycle specificity of tamoxifen(TAM)in anti-breast cancer treatment.METHODS:We utilized a web database to analyze the correlation between ERα and ClC-3 expression.Three-dimentional molecular simulation software and co-immunoprecipitation were employed to detect and analyze the interactions between these two proteins.To assess cell cycle dynamics,we performed thymidine(TdR)double-blocking release assay and used nocodazole to block the cell cycle,with subsequent analysis via flow cytometry.Cell viability was measured by MTT assay.Western blot was conducted to evaluate the protein expression levels of ERα and ClC-3,while immunofluorescence staining was utilized to assess their subcellular distribution.RESULTS:(1)Anal-ysis from the web database revealed a significant correlation between ERα and ClC-3 expression,and co-immunoprecipita-tion confirmed their interaction.(2)We successfully obtained human breast cancer T47D cells at different cycle stages us-ing the TdR double-blocking release method and nocodazole treatment.(3)Treatment with TAM primarily inhibited T47D cell viability during G2/M phase.(4)Both ERα and ClC-3 exhibited cyclic variations in protein expression,with their sub-cellular distributions showing periodicity and co-localization.(5)Protein interactions between ERα and ClC-3 were ob-served across all cell cycle phases;(6)After TAM treatment,ERα expression peaked in G2/M phase,while ClC-3 expres-sion remained unaffected.CONCLUSION:Our findings demonstrate cyclic differences in the expression and distribution of ERα and ClC-3 in human breast cancer T47D cells,along with confirmed interactions between these two proteins.The cyclic properties of ERα may play a role in mediating the cell cycle specificity of TAM's anti-breast cancer effect.
7.Latent profile analysis of organizational involution among ICU nurses and its relationship with job burnout
Wendan WANG ; Yunyan LU ; Dandan YANG ; Weili ZHAO
Chinese Journal of Modern Nursing 2025;31(29):4009-4013
Objective:To explore the different categories of organizational involution among ICU nurses and its relationship with job burnout, so as to provide a basis for optimizing medical organization management strategies.Methods:From January to February 2025, 318 ICU nurses from four ClassⅢ hospitals in Taizhou City were selected as research subjects using convenience sampling. The General Information Questionnaire, Nursing Burnout Scale, and Organizational Involution Scale were used to conduct the survey. Latent profile analysis was used to identify latent categories of organizational involution among ICU nurses, and one-way analysis of variance was used to explore differences in ICU nurses' job burnout scores across different latent categories of organizational involution. A total of 318 questionnaires were distributed, and 306 valid questionnaires were returned, with a valid return rate of 96.23%.Results:The 306 ICU nurses' organizational involution was divided into three latent categories of low involution-high efficiency group (34.97%, 107/306), moderate involution-systemic consumption group (42.81%, 131/306), and high involution-total imbalance group (22.22%, 68/306). There were statistically significant differences in job burnout scores between different latent categories of organizational involution among ICU nurses ( P<0.05) . Conclusions:The overall level of organizational involution among ICU nurses is moderately high, and there is heterogeneity. There is a correlation between organizational involution and job burnout. Nursing managers should optimize organizational management, break the negative cycle of organizational involution and job burnout, and improve nurses' job satisfaction.
8.Effect of the preservation of infrapatellar fat pad on pain,incision healing and function recovery in patients with knee osteoarthritis after joint replacement
Yang ZHAO ; Weili XU ; Xingxing LI ; Dong FANG ; Liang ZHOU ; Qiwei WANG ; Qiangbing DOU
Journal of Clinical Surgery 2025;33(3):321-324
Objective To explore the effect of the preservation of infrapatellar fat pad on pain,incision healing and function recovery in patients with knee osteoarthritis after joint replacement.Methods The clinical data of 127 patients with knee osteoarthritis who underwent joint replacement in the hospital from June 2019 to September 2022 were retrospectively collected.According to the preservation of infrapatellar fat pad,the subjects were divided into a control group(removing infrapatellar fat pad,67 cases)and an observation group(preserving infrapatellar fat pad,60 cases).The changes in length of patellar tendon,pain,knee function and range of motion were analyzed.The occurrence of adverse reactions was statistically analyzed.Results At 12 months after surgery,the length of patellar tendon was reduced.The length of patellar tendon in observation group[(38.8±6.24)mm]was longer than that in control group[(36.2±6.71)mm](P<0.05).Observation group of patellar tendon length rate is lower than the control group[(4.1±1.18)%vs(10.7±3.01)%],there was statistical significance between the two groups(P<0.05).Pain in both groups was alleviated at 1 month,3 months,6 months and 12 months after surgery.The changes in observation group were greater than those in control group(P<0.05).During follow-up,the incidence of adverse reactions in observation group(6.67%)was lower than that in control group(14.93%)(P>0.05).The range of motion and function of knee joint were improved at 12 months after surgery,and the improvement in observation group was greater than that in control group(P<0.05).Conclusion Preserving infrapatellar fat pad is more beneficial to relieving postoperative pain and restoring knee function in patients with knee osteoarthritis after joint replacement.Therefore,the intact infrapatellar fat pad should be preserved as possible in clinical practice.
9.Genetic re-analysis of a Chinese pedigree affected with Hypertrophic cardiomyopathy due to a heterozygous truncating variant of ALPK3 gene and literature review.
Chenliang HONG ; Xianhong DING ; Yang LU ; Jia ZHU ; Jinwei WANG ; Mengyi XU ; Shuaishuai CHEN ; Bo SHEN ; Weili GE
Chinese Journal of Medical Genetics 2025;42(11):1337-1346
OBJECTIVE:
To explore the clinical and genetic characteristics of a Chinese pedigree affected with Hypertrophic cardiomyopathy (HCM) due to a truncating variant of ALPK3 gene.
METHODS:
A 44-year-old male admitted to Taizhou Hospital of Zhejiang Province on December 29, 2018 was selected as the study subject. Whole-exome sequencing (WES) was carried out, and candidate variant was interpreted by following the guidelines from the American College of Medical Genetics and Genomics (ACMG). For ALPK3 was considered an autosomal recessive gene, the WES results was considered insufficient to explain his phenotype. In April 2023, the proband's WES data were re-analyzed using updated annotation pipelines, and peripheral blood samples were collected from his first-degree relatives (mother and brother) for Sanger sequencing validation. Conservation analysis and protein structural modeling were performed to assess the impact of the variant. Clinical evaluation and genetic counseling were provided to the proband's family members. Relevant literature on ALPK3tv-induced HCM patients were searched in Wanfang Data Knowledge Service Platform, CNKI, and PubMed database using "ALPK3" and "hypertrophic cardiomyopathy" as keywords. Clinical characteristics of HCM patients with heterozygous ALPK3tv variants were summarized and compared with the clinical characteristics of HCM patients with positive sarcomere-associated gene variants (SARC+). This study was approved by the Medical Ethics Committee of Taizhou Hospital of Zhejiang Province Affiliated to Wenzhou Medical University (Ethics No.: K20230314).
RESULTS:
The proband was a 44-year-old male who was transferred to our institution on December 29, 2018 due to "chest tightness and pain for 6 months, exacerbated for 2 days". Emergency coronary angiography was performed, which led to a preliminary diagnosis of "acute coronary syndrome", and the patient was admitted to the Cardiology Department for treatment. Based on electrocardiogram and echocardiogram findings, the diagnosis was revised as HCM. The patient's condition has stabilized post-coronary angiography, and he was discharged with improved condition. On January 2019, WES was conducted to determine the etiology of the proband's HCM. WES results identified a novel heterozygous c.2156dupC (p.Pro720ThrfsTer53) truncating variant in the ALPK3 gene. At that time, the inheritance pattern could not explain the phenotype. In 2022, a literature indicated that heterozygous ALPK3tv could lead to autosomal dominant HCM. Consequently, in April 2023, the proband's whole-exome data were re-annotated, revealing changes in the transcript and protein versions, with the updated site annotated as ALPK3 (NM_020778.5): c.1550dupC (p.Pro518ThrfsTer53). Sanger sequencing confirmed that the proband's mother and brother also carried this variant. The mother exhibited obstructive HCM, while the brother showed no related phenotype. Bioinformatics analysis demonstrated conservation of this site across multiple species, and the variant has resulted in the loss of a protein domain. Based on ACMG guidelines, the variant was classified as likely pathogenic. Literature review and Bayesian calculation further elevated the pathogenicity rating, indicating that this variant was the cause of HCM in the patient. Literature study revealed distinctions between HCM caused by this variant type and SARC+ HCM. The age of onset among heterozygous ALPK3tv patients was delayed by approximately 10 years compared to SARC+ patients. Both forms of HCM exhibited a male predominance, which was particularly marked in individuals with ALPK3tv. Electrocardiographic left ventricular hypertrophy was more prevalent in heterozygous ALPK3tv patients than in SARC+ patients. The incidence of apical or concentric hypertrophy patterns was higher in heterozygous ALPK3tv patients compared to asymmetric septal hypertrophy, which predominated in SARC+ patients. ALPK3tv patients exhibited lower penetrance and later onset compared to SARC+ patients. A positive correlation between left ventricular wall thickness and age was noted in female patients only.
CONCLUSION
In this pedigree, the proband has presented with HCM, characterized by echocardiographic evidence of apical left ventricular hypertrophy without significant outflow tract obstruction or extracardiac phenotypes. Although his mother and brother had carried the same heterozygous ALPK3 (NM_020778.5) c.1550dupC (p.Pro518ThrfsTer53), the mother exhibited severe obstructive HCM, while the brother was asymptomatic, suggesting incomplete or age-dependent penetrance within the family. This study has enriched the evidence for the pathogenicity of ALPK3tv among Chinese HCM pedigrees and underscored the importance of periodic literature reviews and genetic re-analysis for unresolved genetic testing results.
Humans
;
Male
;
Pedigree
;
Adult
;
Cardiomyopathy, Hypertrophic/genetics*
;
Heterozygote
;
Asian People/genetics*
;
Exome Sequencing
;
Mutation
;
China
;
Female
;
East Asian People
10.Risk management of catheterization room in interventional therapy of congenital heart disease in children
Lijun DAI ; Weili YANG ; Yanru CHEN
China Modern Doctor 2025;63(18):5-8
Objective To investigate the application of catheterization laboratory risk management in the interventional treatment of children with congenital heart disease(CHD),aiming to construct a comprehensive and practical risk management intervention plan to enhance treatment safety and child patient experience.Methods A total of 120 pediatric patients who underwent interventional treatment in the Pediatric Cardiovascular Department of the Interventional Center of Imaging and Nuclear Medicine,the Second Affiliated Hospital of Wenzhou Medical University from January 2021 to December 2022 were randomly divided into two groups(60 cases in each group).Child patients in control group received routine care,while child patients in observation group were subjected to a risk management strategy of the catheterization laboratory on the basis of control group,which included preoperative assessment,psychological intervention,intraoperative monitoring and prevention,stress management and postoperative care.Mental health status of the children,incidence of risk events and nursing disputes,as well as satisfaction of two groups were compared.Results Under the risk management strategy,the levels of anxiety and depression in observation group significantly decreased,with anxiety score dropping from(56.8±4.6)before treatment to(30.8±2.6)after treatment,and depression score falling from(55.8±2.5)to(31.4±1.6),demonstrating a significant improvement(P<0.01).After implementing the risk management strategy,the incidence of risk events in observation group was notably lower than that in control group(5.0%vs.15.0%),and medical disputes were also significantly reduced(3.3%vs.11.7%).The overall satisfaction rate in observation group was 95.0%,significantly higher than 78.3%in control group(P=0.0012).Conclusion A comprehensive risk management plan can effectively reduce the incidence of risk events and medical disputes in the interventional treatment of pediatric CHD,significantly improving child patient satisfaction and mental health status.This confirms the vital role of risk management strategies in optimizing the treatment process,reducing adverse events,and enhancing doctor-patient harmony,providing clinical reference of safer interventional treatment services for children with CHD.

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