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.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.
6.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.
7.Research progress on the physiological mechanism and regulatory network of orchitis treatment
Yujie YANG ; Zhuoxin LI ; Chenrui WANG ; Jiahe LIU ; Qiushuang YU ; Qi HOU
Journal of Modern Urology 2024;29(11):969-974
Orchitis is a common male genitourinary disorder that significantly impacts patients' life quality.Current treatment strategies have certain limitations and side effects.Ongoing therapeutic strategies focus on the interactions and regulatory networks among pathways and factors involved in the progression of orchitis.The targeted pharmacological agents include inflammatory pathways (p38MAPK, NF-κB, PI3K/Akt), cytokines (TNF-α, IL-6), and the nitric oxide synthase (NOS) system.However, these studies are currently at the animal research stage, and further clinical investigations are necessary to validate their efficacy and safety before clinical use.This article reviews the preclinical animal studies on new treatment methods of orchitis from the aspects of autoimmunity and exogenous microorganism induction, including ketotifen furmarate, aspirin, L-NAME, activin A, cortisol, melatonin, methane, long non-coding RNA MEG3, Abaloparatide, recombinant type Ⅰ interferon, and so on.
8.Study on the effect factors of GDFT under guidance of hemodynamic monitor on the PONV of patients after gynecological laparoscopic surgery
Yujia HAN ; Xinpei SUN ; Yujie QI ; Xueqi GAO ; Jianfeng YU
China Medical Equipment 2024;21(1):123-129
Objective:To investigate the effect of goal-directed fluid therapy(GDFT)under the guidance of LIDCOrapid hemodynamic monitor on postoperative nausea and vomiting(PONV)of patients after gynecological laparoscopic surgery.Methods:A total of 90 patients who underwent laparoscopic extensive hysterectomy under general anesthesia in Affiliated Hospital of Shandong Second Medical University from August 2020 to June 2021 were selected,and they were divided into observation group and control group as random number table,with 45 cases in each group.Patients in control group supplemented fluid according to the guidance of urine output and mean arterial pressure(MAP).Patients in observation group supplemented fluid according to GDFT under guidance of stroke volume variation(SVV).The MAP values,heart rates(HR),SVV values and cardiac index(CI)values at the 10th min after patients entered the operation room(T0),the 3rd min after anesthesia induction(T1),and the 3rd min(T2),the 30th min(T3)and the 1st h(T4)after Terndelenburg position,and the time of completing surgery(T5)were observed.In addition,the intraoperative intake and output volume of liquid,the indicators of gastrointestinal function recovery after surgery,and the length of stay also were observed.The PONV incidence of main outcome indicators,and the PONV scores of postoperative 0-6h(T6),6-12 h(T7),12-24 h(T8)and 24-48 h(T9)of secondary outcome indicators,as well as the number of patients who received the treatment of antiemetic compensation after surgery,were analyzed.Results:The PONV incidence of observation group was significantly lower than that of control group(x2=6.40,P<0.05).The PONV scores of postoperative T6 and T7 of observation group were significantly lower than those of control group(t=4.92,3.42,P<0.05),respectively.The HR and CI value at T4 of observation group were significantly higher than those of control group(t=0.73,0.64,P<0.05),while the SVV of observation group increased from T3 to T5,with significant differences(t=2.28,3.42,4.10,P<0.05),respectively.The intraoperative crystalline fluid input and total infusion volume decreased,while colloidal fluid input increased,and the differences of them between two groups were significant(t=15.10,12.36,8.19,P<0.05),respectively.The postoperative exhaust time,defecation time and feeding time of observation group were significantly earlier than these of control group(t=3.79,2.09,2.54,P<0.05),respectively.But there was no statistical difference in the length of stay between the two groups.Conclusion:GDFT,which is guided by LIDCOrapid hemodynamic monitor,may decrease the incidence of PONV of gynecological laparoscopic surgery and the severity of PONV within 12 hours after surgery.
9.Study on correlation between circulating exosome miR-485-3p and STYX expression with onset of premature coronary heart disease
Fan WANG ; Qingyong LI ; Yujie LIU ; Jingcai LUO ; Jinling SU ; Tongwen DING ; Qi SUN
Chongqing Medicine 2024;53(16):2462-2466,2471
Objective To investigate the correlation between the expression of circulating exosome miR-485-3p and STYX with the risk of premature coronary heart disease.Methods A total of 50 inpatients with early onset coronary heart disease diagnosed by coronary angiography or CT angiography (CTA) in Af-filiated Puyang Municipal People's Hospital of Xinxiang Medical College from August to December 2023 were selected as the study group and 50 patients with excluded coronary artery disease by examination during the same period were included in the control group.The general clinical data of the two groups were collected,the plasma exosome miR-485-3p and STYX levels were detected.The degree of coronary arterial lesions in the pa-tients of the study group was evaluated by the Gensini score.The Spearman correlation analysis was used to analyze the relationship between plasma exosome miR-485-3p and STYX with LDL and Gensini score.The re-ceiver operating characteristic (ROC) curve was used to analyze the diagnostic value of plasma exosome miR-485-3p and STYX in the diagnosis of premature coronary heart disease.The multivariate logistic regression was used to determine the independent risk factors for premature coronary heart disease.Results Compared with the control group,the family history of coronary heart disease,smoking history,LDL and plasma exo-some miR-485-3p level in the study group were increased,the plasma STYX level was decreased and the differences were statistically significant (P<0.05);the Spearman correlation analysis showed that miR-485-3p was positively correlated with LDL (r=0.546) and Gensini score (r=0.485),and negatively correlated with STYX (r=-0.576).STYX was negatively correlated with LDL (r=-0.389) and Gensini score (r=-0.531).The ROC curve showed that the area under the curve of miR-485-3p,STYX and their combination in the diagnosis of premature coronary heart disease was 0.821 (95%CI:0.736-0.906),0.850 (95%CI:0.772-0.927) and 0.899 (95%CI:0.837-0.960) respectively.Conclusion The expression of circulating exosome miR-485-3p in premature coronary heart disease is up-regulated and the expression of STYX is down-regulated,the both are closely related to the degree of coronary artery lesion,which could be used as the po-tential biomarkers for the diagnosis of premature coronary heart disease.
10.Biomechanical effect of pre-setting high-strength sutures by suture weaving on tendon grafts
Han CHANG ; Wei ZHANG ; Yujie LIU ; Ji WANG ; Fei LI ; Wei QI
Academic Journal of Naval Medical University 2024;45(12):1579-1582
Objective To reduce the mechanical impact caused by postoperative creep and relaxation of tendon grafts by pre-setting high-strength sutures using suture weaving.Methods Fresh pig tendo calcaneus specimens were used to prepare 30 anterior cruciate ligament tendon grafts,and they were randomly divided into control group,2-strand suture implantation group,and 4-strand suture implantation group,with 10 tendon grafts in each group.The control group were not given suture implantation in the tendon grafts,and the 2-and 4-strand suture implantation groups were pre-set 2 and 4 strands of high-strength No.2 sutures,respectively.The tendon grafts in each group were subjected to 1,100,500,1 000,1 500,2 000,2 500,and 3 000 fatigue tests in turn,and the relaxation was recorded.Finally,the tendon grafts in each group were pulled to failure at a constant rate of 5 cm/min,and the traction force when the relaxation reached 5 mm,i.e.the failure load,was recorded.Results The relaxation of tendon grafts after each fatigue test was significantly lower in the 2-and 4-strand suture implantation groups than that in the control group,and the relaxation was significantly lower in the 4-strand suture implantation group than that in the 2-strand suture implantation group(all P<0.05).The failure loads of tendon grafts were significantly higher in the 2-and 4-strand suture implantation groups than that in the control group,and the failure load was significantly higher in the 4-strand suture implantation group than that in the 2-strand suture implantation group(all P<0.05).Conclusion Pre-setting high-strength sutures in tendon grafts by suture weaving can effectively improve the mechanical properties of tendon grafts.

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