1.The Development and Application of Chatbots in Healthcare: From Traditional Methods to Large Language Models
Zixing WANG ; Le QI ; Xiaodan LIAN ; Ziheng ZHOU ; Aiwei MENG ; Xintong WU ; Xiaoyuan GAO ; Yujie YANG ; Yiyang LIU ; Wei ZHAO ; Xiaolin DIAO
Medical Journal of Peking Union Medical College Hospital 2025;16(5):1170-1178
With the rapid advancement of artificial intelligence technology, chatbots have shown great potential in the healthcare sector. From personalized health advice to chronic disease management and psychological support, chatbots have demonstrated significant advantages in improving the efficiency and quality of healthcare services. As the scope of their applications expands, the relationship between technological complexity and practical application scenarios has become increasingly intertwined, necessitating a more comprehensive evaluation of both aspects. This paper, from the perspective of he althcare applications, systematically reviews the technological pathways and development of chatbots in the medical field, providing an in-depth analysis of their performance across various medical scenarios. It thoroughly examines the advantages and limitations of chatbots, aiming to offer theoretical support for future research and propose feasible recommendations for the broader adoption of chatbot technologies in healthcare.
2.Autophagy in skeletal muscle dysfunction of chronic obstructive pulmonary disease: implications, mechanisms, and perspectives.
Xiaoyu HAN ; Peijun LI ; Meiling JIANG ; Yuanyuan CAO ; Yingqi WANG ; Linhong JIANG ; Xiaodan LIU ; Weibing WU
Journal of Zhejiang University. Science. B 2025;26(3):227-239
Skeletal muscle dysfunction is a common extrapulmonary comorbidity of chronic obstructive pulmonary disease (COPD) and is associated with decreased quality-of-life and survival in patients. The autophagy lysosome pathway is one of the proteolytic systems that significantly affect skeletal muscle structure and function. Intriguingly, both promoting and inhibiting autophagy have been observed to improve COPD skeletal muscle dysfunction, yet the mechanism is unclear. This paper first reviewed the effects of macroautophagy and mitophagy on the structure and function of skeletal muscle in COPD, and then explored the mechanism of autophagy mediating the dysfunction of skeletal muscle in COPD. The results showed that macroautophagy- and mitophagy-related proteins were significantly increased in COPD skeletal muscle. Promoting macroautophagy in COPD improves myogenesis and replication capacity of muscle satellite cells, while inhibiting macroautophagy in COPD myotubes increases their diameters. Mitophagy helps to maintain mitochondrial homeostasis by removing impaired mitochondria in COPD. Autophagy is a promising target for improving COPD skeletal muscle dysfunction, and further research should be conducted to elucidate the specific mechanisms by which autophagy mediates COPD skeletal muscle dysfunction, with the aim of enhancing our understanding in this field.
Pulmonary Disease, Chronic Obstructive/physiopathology*
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Autophagy/physiology*
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Humans
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Muscle, Skeletal/pathology*
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Mitophagy
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Animals
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Mitochondria/metabolism*
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Lysosomes
3.Development and reliability and validity test of post competence assessment scale for nurses in the health management (physical examination) center
Yue LI ; Hua GUAN ; Xiaodan ZHOU ; Xia LUO ; Haiyan WU ; Kunhong MIN ; Rong JIANG
Chinese Journal of Health Management 2025;19(9):728-734
Objective:To develop a post competence assessment scale for nurses in the health management (physical examination) center and assess its reliability and validity.Methods:This study adopted an empirical approach. A total of 801 nurses from the health management (physical examination) center were recruited to participate in this study. A research team was formed in August 2024. This team transformed the previously constructed core competence evaluation index system for health management specialist nurses in the health management (physical examination) center (comprising 6 first-level indicators and 70 third-level indicators) into a preliminary post competence assessment scale. Seven experts evaluated the content validity of the scale. In September 2024, a pilot survey was conducted among 27 nurses from the health management (physical examination) center of Sichuan Provincial People′s Hospital using convenience sampling. From October to November 2024, the first main survey was administered to 385 nurses of health management (physical examination) center across 54 cities in China using both convenience sampling and snowball sampling methods, followed by exploratory factor analysis (EFA). Subsequently, utilizing the refined scale obtained after eliminating certain items, a second main survey was conducted among 389 nurses in the health management (physical examination) center, followed by a confirmatory factor analysis (CFA). The reliability of the final scale was assessed using Cronbach′s α coefficient, split-half reliability, composite reliability, and test-retest reliability.Results:The finalized scale for nurses′ post competency in health management (physical examination) center comprises five dimensions—basic nursing service competency, health management practice competency, knowledge integration competency, professional development competency, and professional attitude—with a total of 57 items. The item level content validity index (I-CVI) of the items of the content validity display scale ranged from 0.857 to 1.000, and the content validity index of each dimension ranged from 0.984 to 1.000. The scale-level Content Validity index/average (S-CVI/Ave) was 0.995. The contribution rate of the 6 factors extracted by EFA was 74.07%. After group discussion and CFA, the scale of the 5-factor structural equation model was constructed. The total Cronbach′s α coefficient of the scale was 0.986, the split-half reliability was 0.865, the composite reliability was 0.960-0.980, the total table test-retest reliability was 0.762, and the test-retest reliability of each dimension was 0.681-0.731.Conclusion:The developed assessment scale for assessing the post competence of nurses in the health management (physical examination) center demonstrates excellent reliability and validity.
4.Progress in practice of infectious disease epidemiology in China
Weizhong YANG ; Luzhao FENG ; Zhongjie LI ; Yu LI ; Qiangru HUANG ; Xuancheng HU ; Zeni WU ; Xiaodan FAN ; Ting ZHANG ; Qing WANG ; Yanxia SUN ; Jianxing YU ; Enmin DING ; Mengmeng JIA
Chinese Journal of Epidemiology 2025;46(7):1276-1282
With the change of infectious disease incidence pattern and the development of related technologies, progresses have been made in the research of infectious disease epidemiology. In recent years, due to the change in the requirements of infectious disease prevention and control, the research focus has expanded from common infectious diseases to diseases which have been eliminated or might be eliminated, as well as emerging and re-emerging infectious diseases. Infectious disease data has been characterized by multiple sources and modalities. Along with the rapid development of pathogen detection methods, infectious disease surveillance has shifted from a single disease-targted one to a comprehensive one. Moreover, novel technologies such as multi-omics and artificial intelligence have been applied in infectious disease epidemiology research. The international cooperation in this field has become increasingly crucial, and the revision of the International Health Regulations and the negotiation of pandemic agreement will have a profound impact. In the future, infectious disease epidemiology research will develop with more powerful tools to improve its capabilities.
5.Analysis of the association between serum γ-aminobutyric acid levels and the risk of type 2 diabetes mellitus
Yingtan Nie ; Yanfang Li ; Jinke Han ; Feifei Wu ; Xiaodan Wang ; Li Lin ; Zhen Yan
Acta Universitatis Medicinalis Anhui 2025;60(1):136-141
Objective :
To explore the association between serum γ-aminobutyric acid ( GABA) levels and the risk of developing type 2 diabetes( T2DM) .
Methods :
187 cases of T2DM patients attending the hospital were selected as the T2DM group,and 187 cases of non-T2DM population attending the same period of time were selected as the control group according to age ( ± 3 years) and gender 1 ∶ 1.On-site questionnaires and physical examination were conducted for the study subjects,and serum levels of GABA,Malondialdehyde ( MDA) and activities of superoxide dismutase ( SOD) and Glutathione peroxidase ( GSH-Px) were detected by using ELISA kits.The differences in the levels of GABA and oxidative stress indicators ( SOD,GSH-Px,MDA) between the two groups were compared, and the correlation between GABA and oxidative stress indicators was analyzed by Spearman's method; GABA and oxidative stress indicators were divided into three groups according to their control quartiles,respectively [low level group ( Q1: <P25) ,medium level group ( Q2: P25 -P75) ,high level group ( Q3: >P75) ],and conditional logistic regression was applied to analyze the relationship between GABA,oxidative stress indicators and the risk of develo- ping T2DM; the dose-response relationship between GABA,oxidative stress indicators and the risk of developing T2DM was analyzed by using restricted cubic spline ( RCS) .
Results :
T2DM group ( P<0. 05) .Spearman's correlation analysis showed that GABA level was positively correlated with SOD and GSH-Px activities and negatively correlated with MDA level ( P<0. 001) .Conditional logistic regression analysis showed that medium levels of SOD and GSH-Px as well as medium and high levels of GABA were protective factors for T2DM compared with low levels in each group ( P<0. 05) .RCS results showed that a negative dose-response relationship between GABA,GSH-Px and the risk of developing T2DM,and SOD showed a trend of decreasing and then increasing the risk of developing T2DM ( P<0. 05) .
Conclusion
Serum GABA levels have been associated with the risk of developing T2DM.As serum GABA levels increase,the risk of developing T2DM may decrease.
6.Evolution of global disease burden,risk factors and trend projection of chronic obstructive pulmonary disease among individuals under 50 years old from 1990 to 2021
Yide WANG ; Hongxia DUAN ; Yingqi WANG ; Yidie BAO ; Linhong JIANG ; Xiaoyu HAN ; Peijun LI ; Weibing WU ; Xiaodan LIU
Journal of Army Medical University 2025;47(12):1388-1400
Objective To systematically assess the spatiotemporal distribution,risk factors,and future trends of chronic obstructive pulmonary disease(COPD)among individuals under 50 years of age globally from 1990 to 2021 based on Global Burden of Disease(GBD)data in order to provide support for the formulation of prevention and control strategies of the disease.Methods The GBD data from 1990 to 2021 were analyzed for the incidence,mortality,disability-adjusted life years(DALYs),and estimated annual percentage change(EAPC)of COPD in<50-year-old individuals across 204 countries and regions.The data were stratified by age,sex,region,country,and sociodemographic index(SDI).The COPD trends until 2035 were predicted.Results In 2021,the global incidence of early-onset COPD was estimated at 2.5 million cases(95%uncertainty interval:2.09~2.96 million),representing a 50.55%increase compared to 1990.Significant regional heterogeneity was observed,with low SDI regions experiencing a 134.08%increase,whereas high SDI regions exhibited a rise-then-fall trend.Risk factor analysis identified environmental and occupational exposures(air pollution,ambient ozone pollution,household air pollution from solid fuels,etc.)and smoking as the primary etiological factors.Notably,household solid fuel exposure accounted for 50.90%of COPD-related deaths in low SDI regions,compared to only 0.03%in high SDI regions.Projections indicated that by 2035,the global burden of early-onset COPD will increase to 2.59 million cases.Conclusion The global disease burden of COPD among people under 50 years increased significantly from 1990 to 2021,with pronounced disparities across regions and socioeconomic levels.COPD deaths in low-SDI regions are strongly associated with solid fuel exposure and particulate matter pollution,and these regions are expected to remain the main drivers of global COPD incidence growth through 2035.
7.Influence of proportion of large and medium follicle-derived ova in total number of retrieved oocytes on outcome of in vitro fertilization
Xueqiong TANG ; Xiaodan WU ; Jing ZHANG ; Guo SU
Journal of Clinical Medicine in Practice 2025;29(10):116-120
Objective To investigate the impact of the proportion of ova obtained from large and medium follicles on day of oocyte retrieval on outcomes of in vitro fertilisation(IVF).Methods A total of 120 infertile patients undergoing IVF treatment were selected as study subjects.Single follicle aspiration was performed for oocyte retrieval,and the volume of follicular fluid was measured.Follicu-lar fluid diameter was converted using V=4/3πR3,dividing follicles into large(diameter≥18 mm,V≥3 mL),medium(diameter of>14 mm to<18 mm,V of>1.5 mL to<3 mL)and small(di-ameter ≤14 mm,V≤1.5 mL)categories.The proportion of oocytes derived from large and medium follicles out of the total retrieved oocytes was calculated and categorised into high-proportion group(proportion of oocytes from large and medium follicles ≥ 71%,n=63)and low-proportion group(proportion<71%,n=57).Comparisons were made between the two groups regarding follicular maturity,normal fertilisation rate[presence of two pronuclei(2PN)],fertilisation rate,embryo de-velopment and pregnancy outcomes.Results The number of follicles with a diameter>14 mm on the day of human chorionic gonadotropin(HCG)injection was significantly higher in the high-propor-tion group than that in the low-proportion group(P<0.05).Rates of mature oocytes(MII),normal fertilisation,fertilisation,high-quality embryo,available blastocyst,frozen embryos and oocyte utilisation rates were significantly higher in the high-proportion group compared to the low-proportion group(P<0.05).There was no significant difference between the two groups in terms of female age,the number of transferred embryos,rate of transferring high-quality embryos and embryo implantation rate(P>0.05).Conclusion The actual size of follicles on the day of oocyte retrieval is signifi-cantly correlated with embryo quality and developmental potential.When the proportion of oocytes from large and medium follicles is 71%and above,their maturation rate,fertilisation rate,and em-bryo developmental potential are significantly improved.
8.Progress in antioxidant effect of exercise for alleviating skeletal muscle dysfunction in chronic obstructive pulmonary disease
Chen YANG ; Peijun LI ; Yingqi WANG ; Lihua HAN ; Qinglan HE ; Xiaodan LIU ; Weibing WU
Chinese Journal of Pathophysiology 2025;41(1):195-201
Skeletal muscle dysfunction is a common extra-pulmonary complication in patients with chronic ob-structive pulmonary disease(COPD),significantly impacting exercise capacity and quality of life,leading to a poorer prognosis and increased mortality.Oxidative stress closely associates with the development and progression of skeletal muscle dysfunction in COPD.Exercise,a core component of pulmonary rehabilitation,stands as the primary non-pharma-cological treatment for skeletal muscle dysfunction in COPD patients and exerts a positive modulating effect on oxidative stress.This paper reviews the effects of oxidative stress on skeletal muscle dysfunction in COPD and discusses the mecha-nisms by which exercise improves skeletal muscle dysfunction in COPD from an anti-oxidative stress perspective.It has been found that oxidative stress affects the structure and function of muscles in COPD patients by upregulating the protein hydrolysis system,disrupting mitochondrial function,and impairing calcium homeostasis.Mechanisms by which exercise modulates oxidative stress to improve skeletal muscle dysfunction include the activation of antioxidant genes such as silent mating type information regulation 2 homolog 1 and nuclear factor erythroid 2 related factor to enhance the body's antioxi-dant capacity,inhibiting muscle atrophy.Exercise also regulates mitochondrial reactive oxygen species metabolism,im-proving mitochondrial function,and reduces oxidase activity to protect sarcoplasmic reticulum calcium regulation.In con-clusion,the regulation of skeletal muscle oxidative stress by exercise is a crucial target for improving skeletal muscle dys-function in COPD.
9.Construction of entrustable professional activity indicators for non-anesthesiology residents during rotation in the department of anesthesiology
Xinxin SHAO ; Jianhong YE ; Xiaodan WU ; Lu YANG ; Qingchun LIANG ; Qin ZHOU
Chinese Journal of Medical Education Research 2025;24(9):1212-1217
Objective:To establish a framework of entrustable professional activity indicators for non-anesthesiology residents during rotation in the Department of Anesthesiology, standardize the training process, and provide an effective evaluation method.Methods:Based on literature review and discussions, a preliminary expert consultation questionnaire was developed. From July to November 2024, a modified Delphi method was adopted and relevant experts were invited to assess the importance, validity, and feasibility of each indicator using a 5-point Likert scale. The results were used to screen and refine the entrustable professional activity indicators for non-anesthesiology residents during rotation in the Department of Anesthesiology.Results:In the two rounds of expert consultation, the valid questionnaire return rate reached 100.00%, with an expert judgment basis coefficient of 0.73 and a familiarity coefficient of 0.90. Based on expert feedback, the final framework retained 3 first-level indicators and 12 second-level indicators. Modifications included renaming "Anesthesia Management" to "Anesthetic Drug Management", swapping the order of "Intraoperative Emergency Management" and "Airway Management", and removing the indicator "Resuscitation Assessment".Conclusions:This study preliminarily developed a framework of entrustable professional activity indicators for non-anesthesiology residents during rotation in the Department of Anesthesiology. The framework provides a simple and practical competency evaluation method for standardized training, which can enhance training quality and effectiveness.
10.Protective effect of lycium barbarum polysaccharide on testicular injury induced by perfluorooctanoic acid in offspring mice
Fenglong CHEN ; Mu LI ; Yujia WU ; Jialin CHEN ; Xiaodan WANG
Chinese Journal of Veterinary Science 2025;45(9):2051-2065,2085
To examine how Lycium barbarum polysaccharide(LBP)impacts reproductive harm caused by perfluorooctanoic acid(PFOA)in male offspring mice.Sixty expectant female rats were randomly allocated into 6 groups,with each group consisting of 10 rats.From 1 to 17 d of gesta-tion,the blank control group was given 0.2 mL deionized water;The PFOA group was given 3.5 mg/kg PFOA;the LBP intervention group were given different doses(40,80,120 mg/kg)of LBP by gavage based on the PFOA group;the control group was given 80mg/kg.At 21 d of age,the offspring mice were weaned,and the offspring male mice were fed normally until 35 d of age,and testicular tissue was taken.HE staining was used to observe the pathological changes of testic-ular tissue sections.Body mass and testicular index were measured.The levels of SOD,MDA,LDH,SHD,GSH-PX and AR in testicular tissue were determined.Serum levels of LH,FSH,Gn-RH and T were determined by ELISA.Differential genes and differential metabolites of testis were analyzed in combination with transcriptome and metabolome.Real-time fluorescence quantitative PCR was used to detect the expression of key genes in fatty acid metabolic pathway.The results showed that LBP could alleviate PFOA-induced decline in body mass and increase testicular index(P<0.01).LBP could alleviate the necrosis,edema of testicular cells caused by PFOA.LBP can in-crease the contents of SOD,GSH-Px,LDH,SDH and AR in testicular tissue of offspring male mice induced by PFOA,increase the contents of FSH,LH,GnRH and T in serum of offspring male mice,and decrease the content of MDA.Analysis of the transcriptome revealed that 1 388 genes exhibited differential expression between the groups exposed to PFOA and 80 mg/kg LBP,with 696 genes being up-regulated and 692 genes being down-regulated.The differentially ex-pressed genes were predominantly involved in pathways such as fatty acid metabolism,unsaturated fatty acid biosynthesis,cholesterol metabolism,the PPAR signaling pathway,and protein digestion and absorption,with fatty acid metabolism being the most prominent among them.Examination of the metabolome revealed 34 metabolites that were expressed differently between the PFOA group and the 80 mg/kg LBP group.Key metabolic pathways such as fatty acid biosynthesis,unsaturated fatty acid biosynthesis,and steroid hormone biosynthesis were found to be significant.In a joint transcriptome and metabolome analysis,the Differentially expressed genes(DEGs)and Differential expression of metabolites(DEMs)are highly correlated in signaling pathways such as fatty acid bi-osynthesis and unsaturated fatty acid biosynthesis.This study shows that PFOA can cause testicu-lar injury in offspring male mice,and LBP can effectively alleviate the testicular injury caused by PFOA in offspring male mice.Meanwhile,transcriptomic metabolism shows that LBP can effec-tively improve the testicular injury caused by PFOA in offspring male mice through fatty acid bio-synthesis and unsaturated fatty acid biosynthesis signaling pathways.Among them,80 mg/kg LBP has better effect.


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