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.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.
7.Pituitary Crooke cell neuroendocrine tumor of adrenocorticotropic hormone differentiation-specific transcription factor lineage: a clinicopathological analysis of six cases
Chong GE ; Qi WANG ; Wu WANG ; Lanqing CHENG ; Yue′e WANG ; Liangliang HUANG ; Yujie LI ; Haibo WU ; Anli ZHANG
Chinese Journal of Pathology 2024;53(7):722-727
Objective:To investigate the clinicopathological features of Crooke cell tumor of adrenocorticotropic hormone differentiation specific transcription factor (TPIT, also known as transcription factor 19, TBX19) lineage neuroendocrine tumors.Methods:Six cases of Crooke cell tumor diagnosed at the First Affiliated Hospital of University of Science and Technology of China, Hefei, China from October 2019 to October 2023 were collected. The clinical and pathological features of these cases were analyzed.Results:Among the six cases, one was male and five were female, with ages ranging from 26 to 75 years, and an average age of 44 years. All tumors occurred within the sella turcica. Clinical presentations included visual impairment in two cases, menstrual disorders in one case, Cushing′s syndrome in one case, headache in one case, and one asymptomatic case discovered during a physical examination. Preoperative serum analyses revealed elevated levels of cortisol and adrenocorticotropic hormones in two cases, elevated cortisol in two cases, elevated adrenocorticotropic hormone in one case, and one case with a mild increase in prolactin due to the pituitary stalk effect. Magnetic resonance imaging revealed uneven enhancement of masses with maximum diameters ranging from 1.7 to 3.2 cm, all identified as macroadenomas. Microscopically, tumor cells exhibited irregular polygonal shapes, solid sheets, or pseudo-papillary arrangements around blood vessels. The cell nuclei were eccentric or centrally located, varying in size, with abundant cytoplasm. Some tumor cells showed perinuclear halo. Immunohistochemistry demonstrated diffuse strong positivity for TPIT in five cases, focal weak positivity for TPIT in one case, diffuse strong positivity for adrenocorticotropic hormone in all cases, and faint staining around the nuclei in a few cells. CK8/18 showed a strong positive ring pattern in more than 50% of tumor cells, focal weak positive expression of p53, and the Ki-67 positive index ranged 1%-5%. Periodic acid-Schiff staining revealed positive cytoplasm and negative perinuclear areas.Conclusions:Crooke cell tumor is a rare type of pituitary neuroendocrine tumors. Its pathological characteristics include a distinctive perinuclear clear zone and immunohistochemical markers, such as CK8/18 exhibiting a ring or halo pattern. This entity represents a high-risk subtype among pituitary neuroendocrine tumors, displaying a high risk of invasion and a propensity for recurrence. Accurate diagnosis is crucial for the postoperative follow-up and multimodal treatment planning.
8.Formulation screening and content determination of compound albendazole sulfox-ide pouring agent
Qi ZHAO ; Yurou HUO ; Jianxu ZHANG ; Shiyao XU ; Jiabin ZHANG ; Bo LI ; Yufei WANG ; Yujie YANG ; Haiquan GU ; Kai WANG ; Qianxue LI
Chinese Journal of Veterinary Science 2024;44(10):2213-2220
Albendazole sulfoxide and ivermectin compound pouring agent were prepared with dime-thyl sulfoxide and 1,2-propanediol as solvents.The central composite design response surface method was used to optimize the formula of pouring agent.Franz diffusion cell method was used to investigate the transdermal performance of pouring agent in vitro.The permeation amounts of the two drugs were determined by HPLC.The best formula of pouring agent was ivermectin 0.5%,al-bendazole sulfoxide 5%,dimethyl sulfoxide 52%,propylene glycol 39%,and the rest was 100%anhydrous ethanol.The cumulative permeation amounts of ivermectin and albendazole sulfoxide were up to 20.78 μg/cm2 and 249.02 μg/cm2,respectively.The in vitro release model of the two drugs accords with the first-order kinetic equation.There is a good linear relationship between al-bendazole sulfoxide and ivermectin in the range of 1-100 mg/L and the peak area.The precision and stability RSD of the two methods are less than 2%.The preparation process of albendazole sul-foxide compound pouring agent is simple,stable and easy to pour.The established HPLC method is simple and accurate,and can be used for the determination of albendazole sulfoxide and ivermectin in pouring agent.
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.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.

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