The Expert Consensus on the Deployment of DeepSeek in Medical Institutions serves as a detailed guideline for the deployment of DeepSeek in medical institutions. It was developed by experts in the fields of healthcare， hospital management， medical information， health policy， law， and medical ethics from nearly 30 leading domestic medical and academic research institutions， based on relevant domestic and international laws and regulations as well as the practices of medical institutions. It aims to provide medical institutions with a scientific， standardized， and secure deployment guideline to ensure that the application of artificial intelligence （AI） technologies in healthcare， including but not limited to DeepSeek， conforms to the unique characteristics of the healthcare industry and effectively promotes the improvement of medical service levels. From the three aspects of pre-deployment evaluation， deployment implementation， and post-deployment management and monitoring， the key factors that medical institutions should consider when introducing DeepSeek were elaborated in detail， including medical demand compatibility， technical capabilities and infrastructure， legal and ethical risks， data preparation and management， model selection and optimization， system integration and training， performance monitoring and continuous optimization， risk management and emergency response， as well as compliance review and evaluation. This provides a comprehensive deployment framework for medical institutions to ensure the safety and effectiveness of technology applications.

OBJECTIVE: To explore the potential effects and mechanisms of Liang-Ge-San (LGS) for the treatment of acute respiratory distress syndrome (ARDS) through network pharmacology analysis and to verify LGS activity through biological experiments. METHODS: The key ingredients of LGS and related targets were obtained from the Traditional Chinese Medicine Systems Pharmacology Database and Analysis Platform. ARDS-related targets were selected from GeneCards and DisGeNET databases. Gene Ontology and Kyoto Encyclopedia of Genes and Genomes enrichment analyses were performed using the Metascape Database. Molecular docking analysis was used to confirm the binding affinity of the core compounds with key therapeutic targets. Finally, the effects of LGS on key signaling pathways and biological processes were determined by in vitro and in vivo experiments. RESULTS: A total of LGS-related targets and 496 ARDS-related targets were obtained from the databases. Network pharmacological analysis suggested that LGS could treat ARDS based on the following information: LGS ingredients luteolin, wogonin, and baicalein may be potential candidate agents. Mitogen-activated protein kinase 14 (MAPK14), recombinant V-Rel reticuloendotheliosis viral oncogene homolog A (RELA), and tumor necrosis factor alpha (TNF-α) may be potential therapeutic targets. Reactive oxygen species metabolic process and the apoptotic signaling pathway were the main biological processes. The p38MAPK/NF-κ B signaling pathway might be the key signaling pathway activated by LGS against ARDS. Moreover, molecular docking demonstrated that luteolin, wogonin, and baicalein had a good binding affinity with MAPK14, RELA, and TNF α. In vitro experiments, LGS inhibited the expression and entry of p38 and p65 into the nucleation in human bronchial epithelial cells (HBE) cells induced by LPS, inhibited the inflammatory response and oxidative stress response, and inhibited HBE cell apoptosis (P<0.05 or P<0.01). In vivo experiments, LGS improved lung injury caused by ligation and puncture, reduced inflammatory responses, and inhibited the activation of p38MAPK and p65 (P<0.05 or P<0.01). CONCLUSION LGS could reduce reactive oxygen species and inflammatory cytokine production by inhibiting p38MAPK/NF-κ B signaling pathway, thus reducing apoptosis and attenuating ARDS.
Drugs, Chinese Herbal/pharmacology* ; Respiratory Distress Syndrome/enzymology* ; p38 Mitogen-Activated Protein Kinases/metabolism* ; NF-kappa B/metabolism* ; Animals ; Signal Transduction/drug effects* ; Molecular Docking Simulation ; Humans ; Male ; Network Pharmacology ; Apoptosis/drug effects* ; Mice

Objective To evaluate the application of problem-based learning(PBL)and case-based learning(CBL)combined with ideological-political elements in surgical clinical ethics.Methods Eighty graduate students of grade 2022 majoring in surgery from Peking Union Medical College were selected as the subjects for the clinical ethics course offered in the first semester of the 2022-2023 academic year.They underwent the innovative pedago-gies of PBL and CBL combined with ideological-political elements.The satisfaction investigation and questionnaire surveys were performed to evaluate the effects.Results A total of 78 valid questionnaires were received.The results showed that 96.2%of students believed that this course supported them to understand the fundamental prin-ciples and knowledge of surgical clinical ethics and 94.9%of students expressed their willingness to expand their knowledge,indicating high satisfaction with the course.There were 91%of students acknowledged this model in terms of improving active learning and 93.6%stated that the course helped in developing good professional ethics.Most students responded positively to this model because of its contribution to enhance core clinical competencies.Conclusions The PBL and CBL combined with ideological-political elements have a better effect on surgical clini-cal ethics with high satisfaction of the students.

Cemental tear is a rare and indetectable condition unless obvious clinical signs present with the involvement of surrounding periodontal and periapical tissues. Due to its clinical manifestations similar to common dental issues, such as vertical root fracture, primary endodontic diseases, and periodontal diseases, as well as the low awareness of cemental tear for clinicians, misdiagnosis often occurs. The critical principle for cemental tear treatment is to remove torn fragments, and overlooking fragments leads to futile therapy, which could deteriorate the conditions of the affected teeth. Therefore, accurate diagnosis and subsequent appropriate interventions are vital for managing cemental tear. Novel diagnostic tools, including cone-beam computed tomography (CBCT), microscopes, and enamel matrix derivatives, have improved early detection and management, enhancing tooth retention. The implementation of standardized diagnostic criteria and treatment protocols, combined with improved clinical awareness among dental professionals, serves to mitigate risks of diagnostic errors and suboptimal therapeutic interventions. This expert consensus reviewed the epidemiology, pathogenesis, potential predisposing factors, clinical manifestations, diagnosis, differential diagnosis, treatment, and prognosis of cemental tear, aiming to provide a clinical guideline and facilitate clinicians to have a better understanding of cemental tear.
Humans ; Dental Cementum/injuries* ; Consensus ; Diagnosis, Differential ; Cone-Beam Computed Tomography ; Tooth Fractures/therapy*

Artificial Intelligence (AI) is rapidly revolutionizing clinical laboratory testing and diagnostics. Through technologies like machine learning and natural language processing, AI enhances diagnostic efficiency and accuracy while providing personalized medical services. In laboratory quality management, AI enables real-time process monitoring and error detection, significantly improving testing reliability. New models that integrate traditional statistical methods with AI technologies, such as patient-based real-time quality control has shown high effectiveness in identifying both systematic and non-systematic errors. AI-driven clinical decision support systems demonstrate great potential in managing acute kidney injury, sepsis, liver fibrosis, and cardiovascular diseases by improving disease risk prediction and patient management. However, the application of AI in this field still faces challenges like data standardization, privacy security, and technical implementation costs. With the establishment of global AI regulatory frameworks, AI technologies will be gradually integrated into laboratory information management systems, becoming a key force in advancing laboratory medicine.

Objective Responding to the imperative to modernize vocational education and establish competency-oriented systems,this study investigates the development of on-campus training bases for speech and hearing rehabilitation(SHR)programs within Chinese higher vocational colleges(HVC).It analyzes their functional role and essential compo-nents,and propose a competency-oriented,modular framework for on-campus training based on World Health Organization(WHO)rehabilitation competency framework(RCF),and professional education standards.Methods This research synthesized theories of higher vocational education and practical pedagogy(e.g.,situated learn-ing,experiential learning and constructivism)with analyses of domestic and international SHR educational poli-cies and standards.It examined the strategic importance and essential components(hardware,software,human re-sources,management)of on-campus training bases in the context of higher vocational education.Synthesizing RCF with standards from ASHA(knowledge and skills acquisition,KASA),International Association of Logope-dics and Phoniatrics(IALP),and Teaching Standards for Higher Vocational Schools from Ministry of Education of the People's Republic of China,a core SHR professional competency model tailored for HVC was developed.This model subsequently guided the design of a modular on-campus training curriculum and associated pedagogi-cal approaches.Results On-campus training bases were pivotal platforms that bridge theory and practice,facilitating'teaching-learning-doing'integration within HVC SHR programs.Effective base construction necessitated synergistic integration across four key domains:hardware facilities(meeting specialized acoustic/equipment needs),software resources(case libraries,standard operating procedure and digital tools),'dual-role'human resources and robust manage-ment systems(operations,evaluation,industry-education linkages).Derived from RCF and related standards,a core SHR competency framework was developed,encompassing dimensions such as foundational knowledge and ethics,assessment(audiological;speech-language),intervention(audiological rehabilitation and technology;speech-language),and communication and collaboration.Consequently,eight core training modules were de-signed,including basic operations of hearing testing,introduction to objective hearing testing,preliminary hear-ing aid fitting,application of standardized speech-language assessment tools,simulation of articulation and voice disorder assessment and intervention,simulation of swallowing disorder screening and basic training,comprehen-sive case analysis and rehabilitation plan development,and practice of professional literacy and communication skills;detailing objectives,activities,and resources,and intended for seamless integration with theoretical cours-es and off-campus practicum,establishing a cohesive'curriculum-training-practicum'continuum.Furthermore,a suite of adaptable pedagogical models,including problem-based learning,case-based learning,simulation-based training,project-based learning and the flipped classroom,were recommended for implementing these modules.Conclusion The effective development of on-campus training bases for SHR programs in HVC necessitates establishing a systematic,competency-oriented practical teaching environment.Grounded in RCF,and essential SHR knowl-edge,skills and abilities,this study proposes a framework incorporating eight core training modules and comple-mentary pedagogical models,providing a theoretically grounded,practically applicable blueprint for enhancing the educational quality and substance of these bases within HVC.Successful realization hinges upon the synergis-tic development of the four key elements(hardware,software,human resources,management),deep integration between training activities,the curriculum,and practicum experiences,and the application of innovative pedago-gy to cultivate student potential.

Professor Zou Yunxiang proposed the"kidney essence theory"in 1955,which believes that the kidney,as an important excretory organ in the human body,participates in the body's metabolism,and the basis for producing this effect is the essence of the kidney.Subsequently,the Zou nephrology team established the core medical technique of"tonifying the kidney element"based on this foundation,constructed a system of syndrome differentiation and treatment for chronic kidney disease,proposed the traditional Chinese medicine names,causes,and mechanisms of chronic kidney disease,as well as four major methods for diagnosing and treating chronic kidney disease,and developed representative drugs representing the core medical technique of"tonifying the kidney element"-Huang-zhi Yishen Capsules and Shenwu Yishen Tablets.In addition,the Zou nephrology team has extensively applied and promoted the core medical technique of"tonifying the kidney element".

Objective:To analyze the clinical application of protocol biopsy (PB) during postoperative follow-up in recipients of allogeneic kidney transplantation.Methods:A prospective observational cohort study was conducted. Recipients who underwent allogeneic kidney transplantation at the Second Affiliated Hospital of Nanjing Medical University between January 2022 and September 2024 and received PB at 3 months (±1 week) and/or 12 months (±4 weeks) post-transplantation in the Department of Nephrology were enrolled. The implementation, complications, and pathological results of PB were summarized. The safety and diagnostic efficacy of PB were analyzed.Results:A total of 143 allogeneic kidney transplant recipients were included, and 200 PB procedures were performed. The overall implementation rate of protocol biopsy (PB) was 84.1% (143/170). Among them, 170 recipients completed 3-month follow-up, and 136 PBs were performed at 3 months (±1 week) post-transplantation, with an implementation rate of 80.0%. Seventy-nine recipients completed 12-month follow-up, and 64 PBs were performed at 12 months (±4 weeks), with an implementation rate of 81.0%. One major PB-related complication occurred (0.5%), presenting as gross hematuria and diagnosed as a transplant renal arteriovenous fistula. At 3 months post-transplantation, 58 biopsies (42.6%) showed pathological abnormalities, including rejection in 12 cases (8.8%), borderline changes in 18 cases (13.2%), BK virus nephropathy (BKVN) in 10 cases (7.4%), calcineurin inhibitor (CNI) nephrotoxicity in 13 cases (9.6%), and recurrent kidney disease in 5 cases (3.7%). At 12 months post-transplantation, 22 biopsies (34.4%) revealed pathological abnormalities, including rejection in 13 cases (20.3%), borderline changes in 4 cases (6.3%), BKVN in 3 cases (4.7%), CNI nephrotoxicity in 1 case (1.6%), and recurrent disease in 1 case (1.6%).Conclusions:Protocol kidney allograft biopsy after allogeneic kidney transplantation is highly safe and feasible in clinical practice. PB provides significant diagnostic value for the early detection of subclinical rejection and BKVN, thereby supporting its clinical utility in postoperative monitoring and management.

Aim To investigate the protective effect of Vaccarin(Va)on epithelial-mesenchymal transition(EMT)in renal fibrosis model mice through regulating STAT3,and the underlying mechanism.Methods Left ureter ligation was used to establish a mouse model of unilateral ureteral obstruction(UUO);human kid-ney tubular epithelial(HK2)cells were induced to differentiate by transforming growth factor-β(TGF-β)in vitro.HE and Masson staining were used to observe the morphological changes of renal tissue;kits were used to detect the levels of BUN,Cr,IL-1β and IL-7 in mouse serum;CCK-8 was used to detect the effect of Va on the viability of HK2 cells;RT-PCR was used to detect the levels of inflammatory factors in HK2 cells;Western blot was used to detect the expression of STAT3,p-STAT3,E-cadherin,and α-SMA proteins in renal tissue and HK2 cells;to further investigate the regulation of Va on STAT3,JAK/STAT3 pathway acti-vator RO8191 was used to treat TGF-β-induced HK2 cells,and functional loss was detected.Results Va improved the pathological damage in UUO mice,inhibi-ted the levels of BUN,Cr and inflammatory factors;Va inhibited the phosphorylation of STAT3,upregulated E-cadherin,and downregulated α-SMA protein expres-sion;RO8191 counteracted the inhibitory effect of Va on the phosphorylation of STAT3.Conclusions Va inhibits the phosphorylation of STAT3 and the release of inflammatory factors,improves EMT,thus exerting an anti-renal fibrosis effect.