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.Influence of Medication Compliance of Type 2 Diabetes Chronic Disease Management Patients in Two Communities of Kunming on Disease Control
Xinlin ZHU ; Yanan WU ; Qi MENG ; Qianzi YANG ; Yuanbiao LI ; Junheng TAO ; Mengyang HE
Journal of Kunming Medical University 2024;45(3):79-83
Objective To analyze the influence of medication compliance of chronic type 2 diabetes management patients on disease control in two communities in Kunming.Methods A total of 138 patients with type 2 diabetes who were included in chronic disease management in Guandu and Xiaobanqiao communities of Kunming were selected from December 2021 to September 2022.Basic information collection and HbAlc and other related tests were improved.A questionnaire survey of 8-item Morisliy medication adherence scale(MMAS-8)was conducted to analyze the levels of HbAlc and other indexes of three groups with high(group A),medium(group B),and low(group C)adherence,and to conduct statistical analysis.Results Group A accounted for 22.5%,group B for 44.9%,and group C for 32.6%.There were significance differences in urinary albumin creatinine ratio(UACR),HbA1c and blood creatinine among the three groups(P<0.05).The levels of UACR,HbAlc and serum creatinine in group A were lower than those in group B and group C,and there was a negative correlation between UACR,HbAlc and serum creatinine and medication compliance rate(P<0.05).Conclusion In the Guandu Community and Xiaobanqiao community of Kunming,only 22.5%of patients with chronic type 2 diabetes had high medication compliance.The higher the compliance,the lower the level of UACR,HbAlc and serum creatinine,there is a correlation between the two,suggesting that medication compliance should be regarded as one of the key points in the management of chronic diabetes mellitus in the community,and the intervention of patients'medication compliance should be strengthened.
3.Preparation of a Fluorescent Nanosensor Based on NaYF4∶Yb3+,Er3+@SiO2 for Detection of Hydrogen Peroxide in Milk
Kong-Hao PENG ; Wei PENG ; An-Qi BAI ; Ling-Nan WANG ; Wei-Xin ZHAO ; Yue WU ; Wen GUO ; Shu-Rong LI ; Li-Xia LUO ; Pei-Jun MENG
Chinese Journal of Analytical Chemistry 2024;52(5):685-694
The rare-earth-elements-doped upconversion nanoparticles NaYF4:Yb3+,Er3+were synthesized by solvothermal method,and NaYF4:Yb3+,Er3+@SiO2 were prepared by coating SiO2 on the surface of NaYF4:Yb3+,Er3+by inverse microemulsion method in this work.Based on the fluorescence quenching principle between NaYF4∶Yb3+,Er3+@SiO2 and SQA-Fe3+,a NaYF4∶Yb3+,Er3+@SiO2-SQA-Fe3+fluorescence nanosensor was constructed for detection of trace hydrogen peroxide(H2O2).Under optimal conditions,the linear range of this method for detecting H2O2 was 1.8?84.0 μmol/L,with detection limit(3σ)of 0.47 μmol/L.The recoveries of H2O2 spiked in milk were 98.4%?99.7%.This method could be used for detection of H2O2 residue in milk samples,with advantages such as low detection limit,good stability and strong anti-interference ability.
4.Recent Progress in Detection Techniques of Thyroglobulin
Yue WU ; Yong-Jie SHAN ; Shou-Ji CAO ; Shi-Qi JI ; Bo-Wen CHEN ; Xian-Ying MENG ; Zhen-Xin WANG
Chinese Journal of Analytical Chemistry 2024;52(9):1234-1243
Thyroglobulin(Tg)is a glycoprotein with large molecular weight,which is synthesized and secreted into the bloodstream by thyroid follicular cells.The concentration level of Tg in blood is one of the important biomarkers for diagnosis of thyroid diseases such as differentiated thyroid cancer(DTC),subacute thyroiditis,etc..Radioimmunoassay(RIA),immunoradiometric assay(IRMA),and immunochemiluminescence assay(ICMA)are the main clinical methods for detecting Tg.Recently,for meeting the requirement of detecting low concentration of Tg in blood after thyroid clearance surgery,researchers have developed various high-performance analysis methods for detecting Tg concentration in blood samples,providing new assays for thyroid disease screening and efficacy evaluation.This review summarized the analysis methods of Tg,especially the new progresses in the biosensors for monitoring low concentration of Tg in blood during the past five years.The current technical challenges of these methods in clinical applications were briefly discussed,which might provide useful information for developing new liquid biopsy methods of DTC.
5.HVPG minimally invasive era: exploration based on forearm venous approach
Jitao WANG ; Lei LI ; Meng NIU ; Qingliang ZHU ; Zhongwei ZHAO ; Kohei KOTANI ; Akira YAMAMOTO ; Haijun ZHANG ; Shuangxi LI ; Dan XU ; Ning KANG ; Xiaoguo LI ; Kunpeng ZHANG ; Jun SUN ; Fazong WU ; Hailong ZHANG ; Dengxiang LIU ; Muhan LYU ; Jiansong JI ; Norifumi KAWADA ; Ke XU ; Xiaolong QI
Chinese Journal of Hepatology 2024;32(1):35-39
Objective:The transjugular or transfemoral approach is used as a common method for hepatic venous pressure gradient (HVPG) measurement in current practice. This study aims to confirm the safety and effectiveness of measuring HVPG via the forearm venous approach.Methods:Prospective recruitment was conducted for patients with cirrhosis who underwent HVPG measurement via the forearm venous approach at six hospitals in China and Japan from September 2020 to December 2020. Patients' clinical baseline information and HVPG measurement data were collected. The right median cubital vein or basilic vein approach for all enrolled patients was selected. The HVPG standard process was used to measure pressure. Research data were analyzed using SPSS 22.0 statistical software. Quantitative data were used to represent medians (interquartile ranges), while qualitative data were used to represent frequency and rates. The correlation between two sets of data was analyzed using Pearson correlation analysis.Results:A total of 43 cases were enrolled in this study. Of these, 41 (95.3%) successfully underwent HVPG measurement via the forearm venous approach. None of the patients had any serious complications. The median operation time for HVPG detection via forearm vein was 18.0 minutes (12.3~38.8 minutes). This study confirmed that HVPG was positively closely related to Child-Pugh score ( r = 0.47, P = 0.002), albumin-bilirubin score ( r = 0.37, P = 0.001), Lok index ( r = 0.36, P = 0.02), liver stiffness ( r = 0.58, P = 0.01), and spleen stiffness ( r = 0.77, P = 0.01), while negatively correlated with albumin ( r = -0.42, P = 0.006). Conclusion:The results of this multi-centre retrospective study suggest that HVPG measurement via the forearm venous approach is safe and feasible.
6.Effects of Moluodan Dami Pills on chronic atrophic gastritis rats
Meng-Lei WANG ; Yi-Feng WU ; Jian-Liang SUI ; Miao-Miao YIN ; Hui-Yun LIU ; Qi-Chao LIU ; Zhuo-Chen WU ; Zhen WANG
Chinese Traditional Patent Medicine 2024;46(5):1476-1482
AIM To investigate the effects of Moluodan Dami Pills on chronic atrophic gastritis(CAG)rats and their mechanism.METHODS The rat models were randomly divided into the model group,the low-dose group and high-dose Moluodan Dami Pills groups(2.43 g/kg and 4.86 g/kg),and vitamin A group(0.32 g/kg),following the 16 weeks successful induction of CAG by five-factor modeling method,in contrast to another 10 normal rats of the control group.After 8 weeks corresponding administration,the rats of each group had their general physiological status and pH value of gastric juice assessed;their pathological changes of gastric mucosa observed by naked eyes combined with HE staining;their changes of gastrin-secreting cells(G cells)and somatostatin-secreting cells(D cells)in gastric mucosa observed by immunohistochemistry;and their serum levels of pepsinogen Ⅰ/pepsinogen Ⅱ(PG Ⅰ/PG Ⅱ)ratio,TNF-α and IL-6 detected by ELISA.RESULTS Compared with the model group,the groups intervened with Moluodan Damei Pills and vitamin A displayed lower pH values of gastric juice(P<0.05),improved pathological changes of gastric mucosa,increased G and D cells counts(P<0.05,P<0.01),increased ratio of serum PGⅠ/PGⅡ,and decreased levels of IL-6 and TNF-α(P<0.05,P<0.01).CONCLUSION Moluodan Dami Pills can effectively improve the symptoms of CAG rats through its influence on the number and secretion abilityof G and D cells,the levels of serum PG Ⅰ/PG Ⅱ ratio and inflammatory factors.
7.Meta-analysis on the incidence of long COVID in Omicron-infected pa-tients
Li-Yu WANG ; Shi-Wei WU ; Meng-Qi XU ; Bao-Guang LIU ; Lan-Ying PEI ; Guo-Li YAN ; Guan-Min ZHENG
Chinese Journal of Infection Control 2024;23(11):1384-1390
Objective To explore the incidence of long CO VID symptoms in patients infected with Omicron variant of severe acute respiratory syndrome coronavirus 2(SARS-CoV-2).Methods According to the inclusion and exclu-sion criteria of literatures,relevant studies without language restrictions published up to 2024 were retrieved from both Chinese and English databases.The Chinese databases were China National Knowledge Infrastructure(CNKI),Wanfang Database,and VIP databases,and the foreign databases were PubMed,Embase,and Web of Science.Three-step screening was used to select literatures,and Stata 17.0 software was used for analysis.Results The incidence of at least one sequelae in patients infected with Omicron variant was 29.62%.The most common symptoms included fatigue(19.10%),joint or muscle pain(11.06%),memory loss(9.71%),brain fog(8.80%),cough(8.42%),headache(7.26%),and sore throat(6.68%).Subgroup analysis results showed that with the extension of follow-up(3 months vs 6 months),the incidence of smell or taste changes was significantly re-duced(7.22%vs 0.78%).The higher the proportion of women(<50%vs 50%-65%vs>65%),the higher the incidence of joint or muscle pain(1.09%vs 4.62%vs 19.53%);the greater the median age(≥45 years vs<45 years),the higher the incidence of chest pain or chest distress(0.90%vs 3.86%),all with statistically significant differences(all P<0.05).Conclusion Incidence of long COVID in Omicron-infected patients is high and can cause various symptoms.Follow-up time,median age and gender proportion have significant impacts on the incidence of some symptoms.
8.Influences and mechanism of XIST on proliferation and extracellular matrix synthesis of nucleus pulposus cells in rats with intervertebral disc degeneration
Gao-Chen WU ; Jin-Peng CHEN ; Fan-Jian MENG ; Lu-Lu WANG ; Yi-Qi MIAO
Medical Journal of Chinese People's Liberation Army 2024;49(7):823-831
Objective To investigate the influences and mechanism of X chromosome inactivation specific transcript(XIST)on the proliferation and extracellular matrix synthesis of nucleus pulposus cells in rats with intervertebral disc degeneration(IDD).Methods SD rat intervertebral disc nucleus pulposus cells were isolated and cultured in vitro,and then randomly divided cells into control group,model group,XIST knockdown group,empty plasmid group,and XIST knockdown+miR-132-3p knockdown group.Except for control group,the cells in other groups were induced by interleukin(IL)-1β to establish IDD models.After nucleus pulposus cells were grouped and treated,the expressions of XIST and miR-132-3p in the nucleus pulposus cells of rats were detected by qRT-PCR;the proliferation of intervertebral disc nucleus pulposus cells was detected by MTS method and EdU staining;ELISA was used to measure the levels of inflammatory factors IL-6 and IL-18 in the intervertebral disc nucleus pulposus cells;Immunoblotting was used to detect the expression of extracellular matrix labeled proteins Collagen Ⅱ and Aggrecan in rat nucleus pulposus cells.The targeted regulation of miR-132-3p by XIST in rat nucleus pulposus cells was detected by dual-luciferase reporter gene assay.IDD rat models were established by intramuscular injection of IL-1β and divided into sham operation group,model group,XIST knockdown group,no-load plasmid group,XIST knockdown+miR-132-3p knockdown group,with 12 rats in each group.After treatment in each group,the expressions of XIST and miR-132-3p in intervertebral disc tissues were detected by qRT-PCR;TUNEL staining was used to detect apoptosis of nucleus pulposus cells in intervertebral disc tissue of rats;the morphology of intervertebral disc cartilage was observed by saffron O staining;serum levels of inflammatory factors IL-6 and IL-18 were determined by ELISA;the expressions of Collagen Ⅱ and Aggrecan in intervertebral disc tissues were detected by Western blotting.Results Compared with control group(cells)/sham operation group(rats),XIST expression in intervertebral disc tissue and nucleus pulposus cells,apoptosis rate of intervertebral disc nucleus pulposus cells,levels of inflammatory factors IL-6 and IL-18 in intervertebral disc nucleus pulposus cells culture medium and serum were increased in model group(P<0.05),the activity and proliferation rate of nucleus pulposus cells and the expressions of miR-132-3p,Collagen Ⅱ and Aggrecan protein in nucleus pulposus cells and intervertebral disc tissues decreased(P<0.05);compared with model group,the apoptosis rate of nucleus pulposus cells,the levels of inflammatory factors IL-6 and IL-18 in intervertebral disc nucleus pulposus cells culture medium and serum,and the expression of XIST in nucleus pulposus cells and intervertebral disc tissues of rats in XIST knockdown group decreased(P<0.05),the activity and proliferation rate of nucleus pulposus cells and the expressions of miR-132-3p,Collagen Ⅱ and Aggrecan protein in nucleus pulposus cells and intervertebral disc tissues increased(P<0.05).Down-regulation of miR-132-3p attenuates the ameliorative effect of knockdown XIST on IL-1β-induced intervertebral disc injury and cartilage matrix loss.XIST was able to target and down-regulate the expression of miR-132-3p in rat nucleus pulposus cells.Conclusion Knockdown of XIST can inhibit inflammation by up-regulating miR-132-3p,thereby inhibiting the apoptosis of IDD nucleus pulposus cells and promoting their proliferation and extracellular matrix synthesis.
9.Dipeptidylpeptidase-4 inhibitor anagliptin inhibiting the formation and mechanism of lung metastasis in colorectal cancer
Yue LI ; Si-Meng WEI ; Xin WU ; Xiao LIU ; Qi LI ; Chang CHEN
Acta Anatomica Sinica 2024;55(5):582-588
Objective To investigate the formation and mechanism of dipeptidylpeptidase-4 inhibitor anagliptin inhibiting lung metastasis of colorectal cancer.Methods Twenty-four male BALB/c mice were randomly divided into normal group,model group,anagliptin group.The control group did not undergo any treatment.The model group was injected with 0.1 ml CT-26 cells of 109 cells/L.once through the tail vein of the mouse to construct a lung metastasis model,while the anagliptin group was injected intraperitoneally 20 mg/(kg d)0 day after constructing a lung metastasis model.The mice were sacrificed after 14 days.HE staining was used to detect the morphological alteration.Determination of CT-26 cell viability through MTT assay and CT-26 cell apoptosis was detected by flow cytometry and live/dead cell staining.Reactive oxygen species(ROS)production was measured by ROS kit.Western blotting was conducted to measure the expression level of Bcl-2,Bax,cleaved-caspase-3,superoxide dismutase(SOD-1)and SOD-2.Results HE staining showed that the administration of anagliptin could significantly inhibit the abnormal changes in the model group.Anagliptin inhibited the viability of CT-26 cells above 2 mmol/L.Anagliptin promoted the apoptosis of CT-26 cells.Incubation of anagliptin in CT-26 cells significant promoted the production of ROS.Incubation of anagliptin stimulated the expressions of Bax and cleaved-Caspase-3,while down-regulated the expression of Bcl-2 in CT-26 cells.Administration of anagliptin decreased the expression of SOD-1,but not SOD-2.Conclusion Anagliptin promotes apoptosis of colorectal cancer cells and inhibits the formation of lung metastatic tumors through the SOD-1/ROS pathway.
10.Safety of high-carbohydrate fluid diet 2 h versus overnight fasting before non-emergency endoscopic retrograde cholangiopancreatography: A single-blind, multicenter, randomized controlled trial
Wenbo MENG ; W. Joseph LEUNG ; Zhenyu WANG ; Qiyong LI ; Leida ZHANG ; Kai ZHANG ; Xuefeng WANG ; Meng WANG ; Qi WANG ; Yingmei SHAO ; Jijun ZHANG ; Ping YUE ; Lei ZHANG ; Kexiang ZHU ; Xiaoliang ZHU ; Hui ZHANG ; Senlin HOU ; Kailin CAI ; Hao SUN ; Ping XUE ; Wei LIU ; Haiping WANG ; Li ZHANG ; Songming DING ; Zhiqing YANG ; Ming ZHANG ; Hao WENG ; Qingyuan WU ; Bendong CHEN ; Tiemin JIANG ; Yingkai WANG ; Lichao ZHANG ; Ke WU ; Xue YANG ; Zilong WEN ; Chun LIU ; Long MIAO ; Zhengfeng WANG ; Jiajia LI ; Xiaowen YAN ; Fangzhao WANG ; Lingen ZHANG ; Mingzhen BAI ; Ningning MI ; Xianzhuo ZHANG ; Wence ZHOU ; Jinqiu YUAN ; Azumi SUZUKI ; Kiyohito TANAKA ; Jiankang LIU ; Ula NUR ; Elisabete WEIDERPASS ; Xun LI
Chinese Medical Journal 2024;137(12):1437-1446
Background::Although overnight fasting is recommended prior to endoscopic retrograde cholangiopancreatography (ERCP), the benefits and safety of high-carbohydrate fluid diet (CFD) intake 2 h before ERCP remain unclear. This study aimed to analyze whether high-CFD intake 2 h before ERCP can be safe and accelerate patients’ recovery.Methods::This prospective, multicenter, randomized controlled trial involved 15 tertiary ERCP centers. A total of 1330 patients were randomized into CFD group ( n = 665) and fasting group ( n = 665). The CFD group received 400 mL of maltodextrin orally 2 h before ERCP, while the control group abstained from food/water overnight (>6 h) before ERCP. All ERCP procedures were performed using deep sedation with intravenous propofol. The investigators were blinded but not the patients. The primary outcomes included postoperative fatigue and abdominal pain score, and the secondary outcomes included complications and changes in metabolic indicators. The outcomes were analyzed according to a modified intention-to-treat principle. Results::The post-ERCP fatigue scores were significantly lower at 4 h (4.1 ± 2.6 vs. 4.8 ± 2.8, t = 4.23, P <0.001) and 20 h (2.4 ± 2.1 vs. 3.4 ± 2.4, t= 7.94, P <0.001) in the CFD group, with least-squares mean differences of 0.48 (95% confidence interval [CI]: 0.26–0.71, P <0.001) and 0.76 (95% CI: 0.57–0.95, P <0.001), respectively. The 4-h pain scores (2.1 ± 1.7 vs. 2.2 ± 1.7, t = 2.60, P = 0.009, with a least-squares mean difference of 0.21 [95% CI: 0.05–0.37]) and positive urine ketone levels (7.7% [39/509] vs. 15.4% [82/533], χ2 = 15.13, P <0.001) were lower in the CFD group. The CFD group had significantly less cholangitis (2.1% [13/634] vs. 4.0% [26/658], χ2 = 3.99, P = 0.046) but not pancreatitis (5.5% [35/634] vs. 6.5% [43/658], χ2 = 0.59, P = 0.444). Subgroup analysis revealed that CFD reduced the incidence of complications in patients with native papilla (odds ratio [OR]: 0.61, 95% CI: 0.39–0.95, P = 0.028) in the multivariable models. Conclusion::Ingesting 400 mL of CFD 2 h before ERCP is safe, with a reduction in post-ERCP fatigue, abdominal pain, and cholangitis during recovery.Trail Registration::ClinicalTrials.gov, No. NCT03075280.

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