The invasive brain-computer interface (BCI) is a method that involves implanting microelectrodes into brain tissue to collect neural electrical signals. The signals obtained through this method are often of high precision and relatively stable. However, the chronic fibrotic reaction resulting from long-term implantation can significantly impair the quality of the collected brain electrical signals. Therefore, ensuring the long-term stability of signal acquisition is a major challenge in the development of invasive BCI. This paper systematically reviews the formation mechanisms of fibrosis at the electrode interface, elaborating on the progression from acute inflammatory responses to the development of chronic glial scars and the formation of the extracellular matrix (ECM). It introduces the roles, advantages, and disadvantages of three anti-fibrosis strategies: material and surface optimization, drug and biological factor intervention, and integration of immune regulation and tissue engineering. This paper also evaluates their practical effects and limitations in animal and human clinical applications. Finally, it highlights the importance of establishment of standardized follow-up recording mechanisms in ensuring the long-term reliability and stability of invasive BCIs, providing references and insights for future in-depth interface optimization and clinical translation.

Objective To analyze the international research hotspots and development trends of social work intervention in chronic disease management,providing reference for domestic research on social work intervention in chronic disease manage-ment.Methods The research literature was retrieve on the core collection of Web of Science,articles published from the estab-lishment of the database from 2000 to 2024.CiteSpace were used to present the keyword co-occurrence,keyword clustering,au-thor collaboration network,and institutional collaboration network of social work intervention in chronic disease management.Results The post-documentation situation showed a fluctuating upward trend as a whole.The keywords that appeared frequently were"social support""management""quality of life""chronic disease"and"Care".There was multi-agency and multi-author collaboration.Conclusion Internationally,social work intervention in chronic disease management focuses on social support and quality of life.The research cooperation system in related fields is diversified,and social workers play an active role in the inter-disciplinary teams for chronic disease management.

Objective To analyze the international research hotspots and development trends of social work intervention in chronic disease management,providing reference for domestic research on social work intervention in chronic disease manage-ment.Methods The research literature was retrieve on the core collection of Web of Science,articles published from the estab-lishment of the database from 2000 to 2024.CiteSpace were used to present the keyword co-occurrence,keyword clustering,au-thor collaboration network,and institutional collaboration network of social work intervention in chronic disease management.Results The post-documentation situation showed a fluctuating upward trend as a whole.The keywords that appeared frequently were"social support""management""quality of life""chronic disease"and"Care".There was multi-agency and multi-author collaboration.Conclusion Internationally,social work intervention in chronic disease management focuses on social support and quality of life.The research cooperation system in related fields is diversified,and social workers play an active role in the inter-disciplinary teams for chronic disease management.

AIM:To analyze the Pharmaceutical Care Network Europe(PCNE)classification system used for evaluating the drug related problems(DRPs)of tacrolimus concentration fluctuations in kidney transplant recipients.METHODS:Kidney transplant recipients were selected as the study subjects,who experienced fluctuations in tacrolim-us blood concentrations and clinical pharmacist in-tervention during outpatient follow-up.PCNE(9.0)classification system was used to evaluate the DRPs of tacrolimus.And the DRP problems,causes,inter-vention plans,acceptance and status were ana-lyzed.RESULTS:A total of 700 kidney transplant re-cipients were enrolled from July 2019 to December 2021,and 1014 DRPs were found.The problems of DRPs included the occurrence of adverse drug events(P2.1,60.16％)and poor treatment out-comes(P1.2,39.84％);The main reasons included dosage selection(C3,43％),others(C9,38.4％),and drug selection(C1,9.41％);Clinical pharmacists ac-tively intervened at the recipient level(I2,98.92％)and drug level(I3,1.08％);The acceptance rate of the intervention plan(A1.1+A1.3)reached 98.62％,and the complete implementation rate(A1.1)reached 72.09％;79.29％of DPRs were fully or par-tially resolved(O1.1 and O2.1).CONCLUSION:Clini-cal pharmacists can use PCNE to evaluate tacrolim-us therapeutic drug monitoring(TDM)related DRPs,help standardize TDM pharmaceutical ser-vice models,standardize TDM abnormal result in-terpretation and intervention workflows,and pro-mote safe and rational drug utilization.

Objective Based on the acupuncture literature data set,a named entity recognition method of acupuncture literature based on dictionary and deep learning model is proposed to improve the effect of acupuncture literature entity recognition.Methods In this paper,the entity recognition methods of acupuncture literature were explored,and the vector representation effects based on word2vec and ALBERTmodels and ALBERT+domain dictionary were compared.On this basis,a named entity extraction method combining domain dictionary and ALBERT-BiLSTM-CRF deep learning model was proposed.Results According to the extraction effect of three model entities,the P value of word2vec-BiLSTM-CRF is 81.82%,the R value is 70.76%,and the F1 value is 75.48%;ALBERT-BiLSTM-CRF has an P value of 83.10%,a R value of 81.14%and a F1 value of 81.98%."ALBERT-BiLSTM-CRF+dictionary"is 92.57%,91.42%and 91.85%.In terms of entity categories,the top three entities with the highest accuracy rate are acupuncture,needling and needling site,which are 98%,ninety-seven percent and ninety-seven percent respectively,while the three entities with the lowest accuracy rate are acupoint matching corresponding symptoms,disease names and sample size,which are 50.00%,50.68%and 52.43%respectively.Conclusion Compared with the original ALBERT-BiLSTM-CRF model,the precision rate,recall rate and F1 value increased after adding the dictionary,and the convergence speed of the model after adding the dictionary was twice that without adding the dictionary.It is effective to use"ALBERT-BiLSTM-CRF+dictionary"model to identify named entities in acupuncture literature.

Objective·To evaluate the quality of clinical practice guidelines of obstructive sleep apnea(OSA)published worldwide.Methods·The guidelines of OSA were retrieved in PubMed,Embase,China National Knowledge Infrastructure(CNKI),Wanfang Data,SinoMed,MedSci,The Cochrane Library,and the websites such as Medlive,U.S.Preventive Services Task Force(USPSTF),National Institute for Health and Care Excellence(NICE),New Zealand Guidelines Group(NZGG),Scottish Intercollegiate Guidelines Network(SIGN),and Guidelines International Network(GIN)from establishment to December 2022.Two reviewers screened the literature and extracted the main information independently,using the Appraisal of Guidelines for Research and Evaluation Ⅱ(AGREE Ⅱ)and Reporting Items for Practice Guidelines in Healthcare(RIGHT)to evaluate the quality of the included OSA guidelines.Subgroup analysis was performed according to the publication regions of guidelines.The inter-evaluator consistency test was also performed and the results were expressed as the intra-class correlation coefficient(ICC).All the included guidelines were read entirely and the clinical questions they raised were summarized.Results·A total of 35 OSA guidelines were included.The ICC value of 0.975 showed a good inter-evaluator agreement.The results of AGREE Ⅱ showed that the average score of all guidelines was(63.60±16.45)%,with a minimum of 23.40%and a maximum of 91.67%.In the six domains,the scores of"Rigor of development"[(56.07±25.89)%]and"Applicability"[(53.57±15.52)%]were relative low.The average reporting rate of RIGHT of all the included guidelines was(67.84±20.03)%,with a minimum of 14.29%and a maximum of 94.29%,and the three domains with the lowest reporting rates were"Review and quality assurance"[(31.40±45.51)%],"Funding and conflict of interest declaration and management"[(56.43±33.95)%]and"Other aspects"[(56.19±36.85)%].Subgroup analysis showed that guidelines in Asian had a lower score in"Rigor of development"and a lower overall score of AGREE Ⅱ than the guidelines in America and Europe(both P<0.05),and the reporting rates in the domains of"Evidence"and"Other information"of RIGHT of the Asian guidelines were also lower than those in the guidelines in America and Europe(P<0.05).These guidelines focused on 42 clinical questions which were classified to 3 aspects,i.e.screening and diagnosis,treatment and long-term management of OSA.Conclusion·The quality of current global OSA guidelines varies a lot,and they need to be strengthened in terms of rigor of development,applicability,review and quality assurance,funding and conflict of interest declaration and management,especially those in Asia.

AIM:To analyze the Pharmaceutical Care Network Europe(PCNE)classification system used for evaluating the drug related problems(DRPs)of tacrolimus concentration fluctuations in kidney transplant recipients.METHODS:Kidney transplant recipients were selected as the study subjects,who experienced fluctuations in tacrolim-us blood concentrations and clinical pharmacist in-tervention during outpatient follow-up.PCNE(9.0)classification system was used to evaluate the DRPs of tacrolimus.And the DRP problems,causes,inter-vention plans,acceptance and status were ana-lyzed.RESULTS:A total of 700 kidney transplant re-cipients were enrolled from July 2019 to December 2021,and 1014 DRPs were found.The problems of DRPs included the occurrence of adverse drug events(P2.1,60.16％)and poor treatment out-comes(P1.2,39.84％);The main reasons included dosage selection(C3,43％),others(C9,38.4％),and drug selection(C1,9.41％);Clinical pharmacists ac-tively intervened at the recipient level(I2,98.92％)and drug level(I3,1.08％);The acceptance rate of the intervention plan(A1.1+A1.3)reached 98.62％,and the complete implementation rate(A1.1)reached 72.09％;79.29％of DPRs were fully or par-tially resolved(O1.1 and O2.1).CONCLUSION:Clini-cal pharmacists can use PCNE to evaluate tacrolim-us therapeutic drug monitoring(TDM)related DRPs,help standardize TDM pharmaceutical ser-vice models,standardize TDM abnormal result in-terpretation and intervention workflows,and pro-mote safe and rational drug utilization.

Anti-seizure medications (ASMs) are the main therapy for epilepsy.There are many kinds of ASMs with complex mechanism of action, so it is difficult for pharmacists to examine prescriptions.This paper put forward some suggestions on the indications, dosage forms/routes of administration, appropriateness of usage and dosage, combined medication and drug interaction, long-term prescription review, individual differences in pathophysiology of children, and drug selection when complicated with common epilepsy, for the reference of doctors and pharmacists.

Animals ; SARS-CoV-2 ; Antibodies, Neutralizing ; Macaca mulatta ; COVID-19/prevention & control* ; Antibodies, Viral ; Vaccines

Antipyretic-analgesics are currently one of the most prescribed drugs in children.The clinical application of antipyretic-analgesics for children in our country still have irrational phenomenon, which affects the therapeutic effect and even poses hidden dangers to the safety of children.In this paper, suggestions were put forward from the indications, dosage form/route, dosage suitability, pathophysiological characteristics of children with individual differences and drug interactions in the symptomatic treatment of febrile children, so as to provide reference for the general pharmacists when conducting prescription review.