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.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.
6.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.
7.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.
8.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.
9.Clinical characteristics and prognostic analysis of neonatal chylothorax
Yan CHEN ; Xueqi LI ; Zixin YANG ; Xiying XIANG ; Yujie QI ; Mingyan HEI
Chinese Journal of Neonatology 2024;39(4):209-212
Objective:To investigate the clinical characteristics and prognosis of neonatal chylothorax.Methods:The clinical data of newborns diagnosed with chylothorax from June 2016 to June 2023 in Neonatal Center of Beijing Children's Hospital were retrospectively analyzed, and divided into congenital group and acquired group according to the pathogenesis of chylothorax. The clinical characteristics, treatment methods and prognosis of the two groups were compared.Results:A total of 23 cases were included, including 17 cases (73.9%) in the congenital group and 6 cases (26.1%) in the acquired group. There was no significant difference in gender, gestational age and birth weight between the two groups ( P>0.05). Compared with the acquired group, the proportion of lymphocytes (97.0% vs. 85.0%), the use of erythromycin (7/17 vs. 1/6) and octreotide (9/17 vs. 1/6) and special formula milk feeding (13/17 vs. 2/6) were higher in the congenital group; the proportion of right hydrothorax (1/17 vs. 3/6), invasive mechanical ventilation (6/17 vs. 6/6) and breastfeeding (0/17 vs. 3/6) were lower in the congenital group ( P<0.05). There were no significant differences in terms of the white blood cell count in pleural fluid and plasma protein content, incidence of bilateral and left pleural fluid, proportion of closed thoracic drainage, maximum daily drainage volume, drainage duration, total drainage volume, albumin utilization rate, length of stay and survival rate between the two groups ( P>0.05). 18 cases of pleural effusion absorption without recurrence after conservative treatment; 5 cases died, of which 4 cases died after their parents abandoned treatment, and 1 case died of neonatal necrotizing enterocolitis after thoracic duct ligation surgery. Conclusions:Congenital chylothorax and acquired chylothorax were similar in severity, course of disease and overall prognosis. The utilization rate of erythromycin and octreotide in congenital chylothorax was higher than that in acquired chylothorax. The neonatal chylothorax is usually with an overall good prognosis.
10.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.

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