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.Dual activation of GCGR/GLP1R signaling ameliorates intestinal fibrosis via metabolic regulation of histone H3K9 lactylation in epithelial cells.
Han LIU ; Yujie HONG ; Hui CHEN ; Xianggui WANG ; Jiale DONG ; Xiaoqian LI ; Zihan SHI ; Qian ZHAO ; Longyuan ZHOU ; JiaXin WANG ; Qiuling ZENG ; Qinglin TANG ; Qi LIU ; Florian RIEDER ; Baili CHEN ; Minhu CHEN ; Rui WANG ; Yao ZHANG ; Ren MAO ; Xianxing JIANG
Acta Pharmaceutica Sinica B 2025;15(1):278-295
Intestinal fibrosis is a significant clinical challenge in inflammatory bowel diseases, but no effective anti-fibrotic therapy is currently available. Glucagon receptor (GCGR) and glucagon-like peptide 1 receptor (GLP1R) are both peptide hormone receptors involved in energy metabolism of epithelial cells. However, their role in intestinal fibrosis and the underlying mechanisms remain largely unexplored. Herein GCGR and GLP1R were found to be reduced in the stenotic ileum of patients with Crohn's disease as well as in the fibrotic colon of mice with chronic colitis. The downregulation of GCGR and GLP1R led to the accumulation of the metabolic byproduct lactate, resulting in histone H3K9 lactylation and exacerbated intestinal fibrosis through epithelial-to-mesenchymal transition (EMT). Dual activating GCGR and GLP1R by peptide 1907B reduced the H3K9 lactylation in epithelial cells and ameliorated intestinal fibrosis in vivo. We uncovered the role of GCGR/GLP1R in regulating EMT involved in intestinal fibrosis via histone lactylation. Simultaneously activating GCGR/GLP1R with the novel dual agonist peptide 1907B holds promise as a treatment strategy for alleviating intestinal fibrosis.
3.Coral calcium hydride promotes peripheral mitochondrial division and reduces AT-II cells damage in ARDS via activation of the Trx2/Myo19/Drp1 pathway.
Qian LI ; Yang ANG ; Qing-Qing ZHOU ; Min SHI ; Wei CHEN ; Yujie WANG ; Pan YU ; Bing WAN ; Wanyou YU ; Liping JIANG ; Yadan SHI ; Zhao LIN ; Shaozheng SONG ; Manlin DUAN ; Yun LONG ; Qi WANG ; Wentao LIU ; Hongguang BAO
Journal of Pharmaceutical Analysis 2025;15(3):101039-101039
Acute respiratory distress syndrome (ARDS) is a common respiratory emergency, but current clinical treatment remains at the level of symptomatic support and there is a lack of effective targeted treatment measures. Our previous study confirmed that inhalation of hydrogen gas can reduce the acute lung injury of ARDS, but the application of hydrogen has flammable and explosive safety concerns. Drinking hydrogen-rich liquid or inhaling hydrogen gas has been shown to play an important role in scavenging reactive oxygen species and maintaining mitochondrial quality control balance, thus improving ARDS in patients and animal models. Coral calcium hydrogenation (CCH) is a new solid molecular hydrogen carrier prepared from coral calcium (CC). Whether and how CCH affects acute lung injury in ARDS remains unstudied. In this study, we observed the therapeutic effect of CCH on lipopolysaccharide (LPS) induced acute lung injury in ARDS mice. The survival rate of mice treated with CCH and hydrogen inhalation was found to be comparable, demonstrating a significant improvement compared to the untreated ARDS model group. CCH treatment significantly reduced pulmonary hemorrhage and edema, and improved pulmonary function and local microcirculation in ARDS mice. CCH promoted mitochondrial peripheral division in the early course of ARDS by activating mitochondrial thioredoxin 2 (Trx2), improved lung mitochondrial dysfunction induced by LPS, and reduced oxidative stress damage. The results indicate that CCH is a highly efficient hydrogen-rich agent that can attenuate acute lung injury of ARDS by improving the mitochondrial function through Trx2 activation.
4.Machine learning-assisted microfluidic approach for broad-spectrum liposome size control.
Yujie JIA ; Xiao LIANG ; Li ZHANG ; Jun ZHANG ; Hajra ZAFAR ; Shan HUANG ; Yi SHI ; Jian CHEN ; Qi SHEN
Journal of Pharmaceutical Analysis 2025;15(6):101221-101221
Liposomes serve as critical carriers for drugs and vaccines, with their biological effects influenced by their size. The microfluidic method, renowned for its precise control, reproducibility, and scalability, has been widely employed for liposome preparation. Although some studies have explored factors affecting liposomal size in microfluidic processes, most focus on small-sized liposomes, predominantly through experimental data analysis. However, the production of larger liposomes, which are equally significant, remains underexplored. In this work, we thoroughly investigate multiple variables influencing liposome size during microfluidic preparation and develop a machine learning (ML) model capable of accurately predicting liposomal size. Experimental validation was conducted using a staggered herringbone micromixer (SHM) chip. Our findings reveal that most investigated variables significantly influence liposomal size, often interrelating in complex ways. We evaluated the predictive performance of several widely-used ML algorithms, including ensemble methods, through cross-validation (CV) for both liposome size and polydispersity index (PDI). A standalone dataset was experimentally validated to assess the accuracy of the ML predictions, with results indicating that ensemble algorithms provided the most reliable predictions. Specifically, gradient boosting was selected for size prediction, while random forest was employed for PDI prediction. We successfully produced uniform large (600 nm) and small (100 nm) liposomes using the optimised experimental conditions derived from the ML models. In conclusion, this study presents a robust methodology that enables precise control over liposome size distribution, offering valuable insights for medicinal research applications.
5.Exploring the Material Basis of Guben Qushi Huayu Prescription in the Treatment of Psoriasis Recurrence Based on Constituents Absorbed into Blood Analysis and Molecular Docking Techniques
Haiming CHEN ; Qi WANG ; Xuwei ZHENG ; Yujie YANG ; Yanjuan ZHAI ; Song LI ; Shengjun CHEN ; Xiehe WANG ; Bin TANG ; Yiliang XU ; Chuanjian LU
Journal of Guangzhou University of Traditional Chinese Medicine 2025;42(1):176-184
Objective To clarify the active ingredients and the potential molecular mechanism of Guben Qushi Huayu Prescription in treating psoriasis recurrence.Methods An ultra performance liquid chromatography-quadrupole time-of-flight mass spectrometry(UPLC-Q-TOF/MS)was applied to analyze the whole formula and the constituents absorbed into blood of Guben Qushi Huayu Prescription,and molecular docking technology was used to study the binding affinity of the constituents absorbed into blood with psoriasis-related immunomodulatory proteins such as CD69 and CD103 proteins.Results Mass spectrometry analysis identified 21 active ingredients such as paeoniflorin in Guben Qushi Huayu Prescription,including several known anti-inflammatory and immunomodulatory compounds.Analysis of the constituents absorbed into blood identified 11 ingredients,including paeoniflorin,that may affect the course of psoriasis through blood circulation.Molecular docking studies revealed that the constituents absorbed into blood,including astilbin,isoastilbin,chlorogenic acid,neochlorogenic acid,cryptochlorogenic acid,helicine,paeoniflorin,ononin,all had high binding affinities with CD69 and CD103 proteins.Conclusion This research reveals the main active ingredients of Guben Qushi Huayu Prescription and their potential mechanism for regulating the recurrence of psoriasis by mass spectrometry and molecular docking technology,contributing to providing scientific basis for further pharmacological research and clinical application.
6.Investigation of the effects of Gabra3 gene knockout on sleep regulation in mouse neurons
Lizhong ZHANG ; Yujie TANG ; Yi SUN ; Qi YU ; Xuechun LU
Space Medicine & Medical Engineering 2025;36(3):206-213
Objective To construct a Gabra3 gene knockout cell model and explore transcriptomic and proteomic alterations in murine neuronal cells,in order to investigate the molecular mechanisms underlying the increased depth of slow-wave sleep observed following Gabra3 deletion.Methods Multiple sgRNA sequences were designed,and the CRISPR/Cas9 system was used to knock out the Gabra3 gene in the murine GT1-7 neuronal cell line.Gene sequencing was performed to assess knockout efficiency,and TA cloning was used to validate the knockout results.Protein immunoblotting experiments were conducted to confirm the knockout,while cell proliferation assays were used to validate the knockout phenotype.Total RNA and protein were extracted for transcriptomic and proteomic sequencing,respectively.A range of bioinformatics analyses was conducted to assess the functional consequences of Gabra3 knockout in GT1-7 neuronal cells.Results Following Gabra3 gene knockout,pathways related to cortisol and aldosterone synthesis and secretion,as well as circadian rhythm,were significantly enriched.Three key genes,BMP2,GLI2,and DLL1,were identified.Proteomic profiling revealed widespread disturbances in protein expression following Gabra3 knockout.Conclusion Gabra3 gene knockout may increase slow-wave sleep depth by modulating the expression of hormone secretion-related genes and altering circadian regulatory pathways.
7.Construction of practice education system in speciality of rehabilitation therapy for undergraduate based on WHO rehabilitation competency framework
Yahui ZHANG ; Xiaodong ZHANG ; Yaoyao LIU ; Yujie YANG ; Chenglei FAN ; Xiangxia REN ; Na AN ; Qi WANG ; Zhongyan WANG ; Ming HUO
Chinese Journal of Rehabilitation Theory and Practice 2024;30(11):1248-1253
Objective To construct a high-quality practical teaching system of rehabilitation majors for undergraduate based on World Health Organization rehabilitation competence framework(RCF). Methods Using the principles and methods of RCF,the competency requirements for rehabilitation therapy were ana-lyzed and a practical teaching system suitable for undergraduate education in rehabilitation therapy was construct-ed. Results The rehabilitation practice education were constructed as practice courses,clinical practice and social service practice,and the practice education modules and objectives were discussed based on RCF. Conclusion A competency-oriented rehabilitation practice education system has been constructed based on RCF,includ-ing practice courses,clinical practice and social service practice.
8.Analysis of the current situation of defect of vertebral column among primary, middle, and high school students in Minhang District, Shanghai
Yan HAN ; Yuhuan HU ; Xiaosa WEN ; Huilin XU ; Fangjia YING ; Yujie WANG ; Jiamin CAO ; Qi GUO ; Huijing SHI
Shanghai Journal of Preventive Medicine 2024;36(6):574-578
ObjectiveTo investigate the general situation of defect of vertebral column among primary and middle school students in Minhang District of Shanghai and analyze the related factors, to provide a scientific basis for prevention and treatment. MethodsFrom September to October 2022, a total of 5 715 students were selected from two primary schools, two middle schools, and two high schools in Minhang District for physical examinations and screening for defect of vertebral column. ResultsTotally 219 students had defect of vertebral column, accounting for 3.83% of the sampled population. Anteroposterior spinal abnormalities were found in 4 individuals, accounting for 0.07%, and 218 students had scoliosis, accounting for 3.81%. The detection rate of defect of vertebral column was higher in girls (6.27%) than that in boys (1.51%), and higher in high school students (10.74%) than in primary school students (1.31%) and middle school students (10.97%). Students who are mildly underweight (5.95%) and who are moderately to severely underweight (7.46%) had a higher detection rate of defect of vertebral column than those with normal weight (4.54%), overweight (2.83%), and obesity (1.60%). The detection rate among students with poor vision (4.32%) was significantly higher than those with normal vision (2.24%), with all differences statistically significant (all P<0.05). ConclusionThe positive rate of defect of vertebral column in primary and middle school students in Minhang District, Shanghai is nearly 4%, with most cases being scoliosis. Factors such as being female, increasing age, being underweight, and poor vision are associated with a higher probability of detecting defect of vertebral column.
9.Remyelination Regulated by microRNAs in Neurodegenerative Diseases: A Review
Manjing LI ; Qi LI ; Qingsen RAN ; Kunni CHEN ; Xinke DU ; Lina YANG ; Chunxia NIE ; Qing YANG ; Yujie LI ; Ying CHEN ; Yajie WANG ; Xiaogang WENG ; Weiyan CAI ; Xiaoxin ZHU
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(1):223-231
Demyelination of the central nervous system often occurs in neurodegenerative diseases, such as multiple sclerosis (MS). The myelin sheath, a layer of myelin membrane wrapping the axon, plays a role in the rapid conduction and metabolic coupling of impulses for neurons. The exposure of the axon will lead to axonal degeneratio, and further neuronal degeneration, which is the main cause of dysfunction and even disability in patients with demyelinating neurodegenerative diseases. In addition to the demyelination of mature myelin sheath, remyelination disorder is also one of the major reasons leading to the development of the diseases. The myelin sheath is composed of oligodendrocytes (OLs) derived from oligodendrocyte progenitor cells (OPCs) which are differentiated from neural stem cells (NSCs). The process of myelin regeneration, i.e., remyelination, is the differentiation of NSCs into OLs. Recent studies have shown that this process is regulated by a variety of genes. MicroRNAs, as important regulators of neurodegenerative diseases, form a complex regulatory network in the process of myelin regeneration. This review summarizes the main molecular pathways of myelin regeneration and microRNAs involved in this process and classifies the mechanisms and targets. This review is expected to provide a theoretical reference for the future research on the treatment of demyelinating diseases by targeting the regulation of microRNAs.
10.A Randomized,Double-blind,Multi-center Clinical Trial of Tengfu Jiangya Tablets Combined with Valsartan/Amlodipine in Treatment of Grade 2 Hypertension with Hyperactivity of Liver Yang
Yuchen QI ; Yunlun LI ; Yujie WU ; Haiquan WANG ; Yu WANG
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(9):83-92
ObjectiveTo observe the clinical efficacy and safety of Tengfu Jiangya tablets combined with valsartan/amlodipine in the treatment of grade 2 hypertension with liver Yang hyperactivity syndrome. MethodAccording to a randomized,double-blind,and placebo parallel control method,288 patients with grade 2 hypertension with liver Yang hyperactivity from 7 subcenters were included. They were randomly divided into an observation group (144 cases) and a control group (144 cases),and then treated with Tengfu Jiangya tablets combined with valsartan/amlodipine and placebo combined with valsartan/amlodipine,respectively. The efficacy was evaluated after four weeks of intervention. During the experiment,the safety indicators and adverse reaction events of the subjects were recorded for safety evaluation,and the efficacy indicators and TCM syndrome scores were recorded for effectiveness evaluation. Sensitivity analysis was also conducted on the statistical results of the main efficacy indicators such as blood pressure (BP) compliance rate to ensure the accuracy of the analysis results. 88 groups of blood samples from each of the treatment and control groups were included as test subjects. Fasting blood samples were collected from the patients in the clinical trial on the day before and after medication,and enzyme linked immunosorbent assay (ELISA) was performed on the treated serum. The levels of arachidonic acid (AA),thromboxane B2 (TXB2),and prostaglandin E2 (PGE2) in the serum of the patients before and after treatment were measured to explore the regulation of inflammatory factors in the body by Tengfu Jiangya tablets. ResultA total of 271 patients (133 in the observation group and 138 in the control group) completed the trial. There was no statistically significant difference before and after treatment in such safety indicators as the blood routine (white blood cells,red blood cells,and platelets),urine routine (urinary protein and urinary red blood cells),alanine aminotransferase,aspartate aminotransferase,creatinine,urea,and abnormal electrocardiogram,and no serious adverse reactions were observed. After four weeks,the systolic blood pressure (SBP) difference and diastolic blood pressure (DBP) difference of patients in the observation group were greater than those in the control group(P<0.01). According to the criteria for determining the antihypertensive effect,the overall response rate in the observation group[89.47%(119/133)] was higher than that in the control group[57.97%(80/138)] (Z=2.593,P<0.01). The SBP compliance rate was 61.65%(82/133) and 37.68%(52/138) in the observation group and control group, respectively. The DBP compliance rate in the observation group was 78.20%(104/133),while in the control group it was 55.07%(76/138). The overall BP compliance rate in the observation group was 48.12%(64/133),while in the control group it was 23.19%(32/138). The BP compliance rates in the observation group were all significantly higher than those in the control group(χ2=15.571,16.236,18.404,P<0.01). According to the criteria for evaluating the therapeutic effect of TCM syndrome integration,the overall response rate of the observation group[57.89%(77/133)] was higher than that of the control group[38.41%(53/133)] (Z=-3.172,P<0.01).Compared with those before treatment, the levels of serum AA and TXB2 in the two groups were significantly decreased after treatment (P<0.01), and the level of PGE2 in the observation group was significantly increased (P<0.01). Compared with those of the control group after treatment, the levels of AA and TXB2 in the observation group were significantly decreased, while the level of PGE2 was significantly increased (P<0.01). The results suggest that Tengfu Jiangya tablets can effectively reduce inflammatory factors,reduce the production of inflammatory mediators,and thus prevent the occurrence of inflammatory reactions in the treatment of patients with grade 2 hypertension. ConclusionTengfu Jiangya tablets can more effectively reduce patients' SBP and DBP,improve their BP compliance rates,and improve their TCM syndromes in the treatment of grade 2 hypertension with liver Yang hyperactivity. Its clinical application is safe. Tengfu Jiangya tablets has outstanding clinical efficacy and can be used as an effective intervention method for the treatment of grade 2 hypertension with liver Yang hyperactivity syndrome.

Result Analysis
Print
Save
E-mail