Polycystic ovary syndrome（PCOS） and its resulting infertility is one of the common diseases of gynecology and reproductive endocrinology. The phosphatidylinositol 3-kinase/protein kinase B（PI3K/Akt） signaling pathway is relatively well-studied in the development of intervention in PCOS， and the experiments on PCOS in rats conducted by traditional Chinese medicine through this signaling pathway is also the main direction of mechanistic research. In this paper， 20 articles published in academic journals in the past 5 years were selected through the corresponding criteria， and the objective situation and existing problems of the selected research projects were analyzed from five aspects， namely， baseline data， modeling and treatment， grouping， evaluative indexes， and pharmacodynamic indexes. It is found that there were different degrees of problems in each research project， such as the observation indicators of modeling， criteria for judging the success of the model， the treatment period， the calculation of dosage of prescription/active ingredients and specific dosage were not clearly defined， which could easily lead the bias of the results or reduce the validity of experimental data. Based on this， the list of PCOS rat experimental research operations was formed， involving five categories of experimental rats， model construction， study implementation， outcome measures and analysis and report with a total of 21 operation lists， with a view to provide a reference for the subsequent PCOS experiments related to scientific research and helping to form high-quality results.

[Objective] To analyze the loss rate of platelet donors and evaluate the strategies for establishing a platelet donor bank. [Methods] A total of 1 443 donors who joined the HLA and HPA gene donor bank for platelets in Henan Province from 2018 to 2020 were included in this study. Data on the total number of apheresis platelet donations, annual donation frequency, age at enrollment, donation habits (including the number of platelets donated per session and whether they had previously donated whole blood), and enrollment location were collected from the platelet donor information management system. Donor loss was determined based on the date of their last donation. The loss rates of different groups under various conditions were compared to assess the enrollment strategies. [Results] By the time the platelet bank was officially operational in 2022, 421 donors had been lost, resulting in an loss rate of 29% (421/1 443). By the end of 2023, the overall cumulative loss rate reached 52% (746/1 443). The loss rate was lower than the overall level in groups meeting any of the following conditions: total apheresis platelet donations exceeding 50, annual donation frequency of 10 or more, age at enrollment of 40 years or older, donation of more than a single therapeutic dose per session, or a history of whole blood donation two or more times. Additionally, loss rates varied across different enrollment locations, with higher enrollment numbers generally associated with higher loss rates. [Conclusion] Through a comprehensive analysis of donor loss, our center has adjusted its strategies for establishing the donor pool. These findings also provide valuable insights for other blood collection and supply institutions in building platelet donor banks.

ObjectiveTo construct a large language model （LLM）-based intelligent pre-consultation system for traditional Chinese medicine （TCM） to improve efficacy of clinical practice. MethodsA TCM large language model was fine-tuned using DeepSpeed ZeRO-3 distributed training strategy based on YAYI 2-30B. A weighted undirected graph network was designed and an agent-based syndrome differentiation model was established based on relationship data extracted from TCM literature and clinical records. An agent collaboration framework was developed to integrate the TCM LLM with the syndrome differentiation model. Model performance was comprehensively evaluated by Loss function， BLEU-4， and ROUGE-L metrics， through which training convergence， text generation quality， and language understanding capability were assessed. Professional knowledge test sets were developed to evaluate system proficiency in TCM physician licensure content， TCM pharmacist licensure content， TCM symptom terminology recognition， and meridian identification. Clinical tests were conducted to compare the system with attending physicians in terms of diagnostic accuracy， consultation rounds， and consultation duration. ResultsAfter 100 000 iterations， the training loss value was gradually stabilized at about 0.7±0.08， indicating that the TCM-LLM has been trained and has good generalization ability. The TCM-LLM scored 0.38 in BLEU-4 and 0.62 in ROUGE-L， suggesting that its natural language processing ability meets the standard. We obtained 2715 symptom terms， 505 relationships between diseases and syndromes， 1011 relationships between diseases and main symptoms， and 1 303 600 relationships among different symptoms， and constructed the Agent of syndrome differentiation model. The accuracy rates in the simulated tests for TCM practitioners， licensed pharmacists of Chinese materia medica， recognition of TCM symptom terminology， and meridian recognition were 94.09%， 78.00%， 87.50%， and 68.80%， respectively. In clinical tests， the syndrome differentiation accuracy of the system reached 88.33%， with fewer consultation rounds and shorter consultation time compared to the attending physicians （P＜0.01）， suggesting that the system has a certain pre- consultation ability. ConclusionThe LLM-based intelligent TCM pre-diagnosis system could simulate diagnostic thinking of TCM physicians to a certain extent. After understanding the patients' natural language， it collects all the patient's symptom through guided questioning， thereby enhancing the diagnostic and treatment efficiency of physicians as well as the consultation experience of the patients.

Aiming at the problems of tongue diagnosis instruments relying on manual operation,uneven illumination,color distortion and lack of dynamic information,an automated operation black box tongue diagnosis instrument based on machine vision is proposed.This instrument utilizes machine vision technology and image processing algorithms to achieve automatic positioning and automatic acquisition of tongue manifestations.High-resolution camera technology enables the acquisition of 3-second dynamic videos and high-quality static images.The performance test results show that,based on the dual-camera geometric projection calibration algorithm,the average time for tongue recognition is less than 0.15 seconds.The diffuse reflection light source improves the gray uniformity to 76.74%,and the maximum color difference in color reproduction degree is 19,which is better than the industry standard value of 25.The developed tongue diagnosis instrument will promote the objective,efficient and precise acquisition of tongue diagnosis in traditional Chinese medicine.

OBJECTIVE To understand the drug resistance,serotypes,virulence-associated genes and epidemiologi-cal characteristics of group B Streptococcus(GBS)isolated from puerpera in this area so as to provide bases for prevention of mother-to-infant infections.METHODS Totally 67 strains of GBS were isolated from obstetrics out-patient department of The First Affiliated Hospital of Nanchang University from Jan.2023 to Dec.2023.The spe-cies of the strains were identified by VITEK MS,the drug susceptibility testing was carried out by disc diffu-sion method.Multilocus sequencing types,capsular types,virulence genes and drug resistance genes were analyzed by means of whole genome sequencing technique.RESULTS The 67 strains of GBS were sensitive to penicillin,vancomycin,ceftriaxone and linezolid;the drug resistance rates to erythromycin and clindamycin were 76.12％and 55.22％,respectively.All strains fell into 7 serotypes,with serotype V predominant;21 sequence types were in-volved,with ST529 most prevalent;8 clonal complexes(CCs)were involved,with CC12 most common.Totally 17 types of drug resistance genes were identified,and the carrying rate of macrolide resistance gene ErmB was highest.Among all the virulence genes except for the adhesion genes fbsA and fbsB,the carrying rates of 18 genes involving in invasion,adhesion,and immune evasion-associated virulence genes were more than 86.57％;67.16％of the strains co-expressed both PI-1 and PI-2a pilus islands.CONCLUSIONS The drug resistance rate of the GBS strains isolated from the puerpera is high,and the strains carry multiple drug resistance genes and viru-lence genes and present with molecular clonal diversity.The serotype V/ST529 is the predominant clone,for which the prevention and control should be strengthened.

OBJECTIVE To understand the drug resistance,serotypes,virulence-associated genes and epidemiologi-cal characteristics of group B Streptococcus(GBS)isolated from puerpera in this area so as to provide bases for prevention of mother-to-infant infections.METHODS Totally 67 strains of GBS were isolated from obstetrics out-patient department of The First Affiliated Hospital of Nanchang University from Jan.2023 to Dec.2023.The spe-cies of the strains were identified by VITEK MS,the drug susceptibility testing was carried out by disc diffu-sion method.Multilocus sequencing types,capsular types,virulence genes and drug resistance genes were analyzed by means of whole genome sequencing technique.RESULTS The 67 strains of GBS were sensitive to penicillin,vancomycin,ceftriaxone and linezolid;the drug resistance rates to erythromycin and clindamycin were 76.12％and 55.22％,respectively.All strains fell into 7 serotypes,with serotype V predominant;21 sequence types were in-volved,with ST529 most prevalent;8 clonal complexes(CCs)were involved,with CC12 most common.Totally 17 types of drug resistance genes were identified,and the carrying rate of macrolide resistance gene ErmB was highest.Among all the virulence genes except for the adhesion genes fbsA and fbsB,the carrying rates of 18 genes involving in invasion,adhesion,and immune evasion-associated virulence genes were more than 86.57％;67.16％of the strains co-expressed both PI-1 and PI-2a pilus islands.CONCLUSIONS The drug resistance rate of the GBS strains isolated from the puerpera is high,and the strains carry multiple drug resistance genes and viru-lence genes and present with molecular clonal diversity.The serotype V/ST529 is the predominant clone,for which the prevention and control should be strengthened.

Aiming at the problems of tongue diagnosis instruments relying on manual operation,uneven illumination,color distortion and lack of dynamic information,an automated operation black box tongue diagnosis instrument based on machine vision is proposed.This instrument utilizes machine vision technology and image processing algorithms to achieve automatic positioning and automatic acquisition of tongue manifestations.High-resolution camera technology enables the acquisition of 3-second dynamic videos and high-quality static images.The performance test results show that,based on the dual-camera geometric projection calibration algorithm,the average time for tongue recognition is less than 0.15 seconds.The diffuse reflection light source improves the gray uniformity to 76.74%,and the maximum color difference in color reproduction degree is 19,which is better than the industry standard value of 25.The developed tongue diagnosis instrument will promote the objective,efficient and precise acquisition of tongue diagnosis in traditional Chinese medicine.

Objective To retrieve,evaluate and summarize the relevant evidences of oral health manage-ment in the community elderly people to provide reference for community medical staffs.Methods The evi-dences on oral health management of the comunity elderly people were systematically retrieved from various guide websites and Chinese and English databases.The retrieval limit was from the database establishment to September 2021.The research group conducted the evaluation and extracted the evidences according to the rel-evant literature evaluation criteria.Results A total of 17 literatures were included,including 5 guidelines,4 expert consensuses and 8 systematic reviews.A total of 28 pieces of evidences were summarized from the five aspects of assessment and examination,daily life management,management of special oral problems,denture management,and education and training.Conclusion Community medical staffs should fully consider the clin-ical situation,department resources and patient wishes,and conduct the evidence application to increase the o-ral health level of the community elderly people.

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.

Objective:To evaluate psychometric properties of infertility related stress assessment instruments and the methodological quality of research.Methods:Research on the psychometric property evaluation of infertility related stress assessment instruments was electronically searched on China National Knowledge Infrastructure, China Biology medicine disc, WanFang Data, VIP, PubMed, Web of Science, Embase, Scopus, and CINHAL. The search period was from database establishment to November 1, 2023. Two researchers independently screened literature and extracted data, evaluated the included assessment tools using the Consensus-based Standards for the Selection of Health Measurement Instruments (COSMIN) guideline, and formed recommendations.Results:A total of 20 studies were included, including 8 assessment instruments of the Fertility Problem Stress Inventory, Infertility Distress Scale, Fertility Problem Inventory, Fertility Problem Inventory-Short Form, Copenhagen Multi-Centre Psychosocial Infertility-Fertility Problem Stress Scales, Copenhagen Multi-Centre Psychosocial Infertility-Fertility Problem Stress Scales-Short Form, Infertility-Related Stress Scale, and the Symptom and Stress Inventory for Infertility. The content validity of assessment instrument was not reported or uncertain, and the quality of evidence for the assessment tools was moderate, all of which were B-level recommendations.Conclusions:The Fertility Problem Inventory, Copenhagen Multi-Centre Psychosocial Infertility-Fertility Problem Stress Scales, Copenhagen Multi-Centre Psychosocial Infertility-Fertility Problem Stress Scales-Short Form and the Infertility-Related Stress Scale can be temporarily recommended for use, but the psychometric property of each tool still needs to be fully verified. Clinical medical and nursing staff need to choose appropriate assessment instruments based on actual situation.