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.Aerobic exercise upregulates the thioredoxin system and inhibits cardiomyocyte apoptosis in aging rats
Zheng XU ; Xiaoqin ZHAO ; Xiaodan CHEN ; Jiapu WANG ; Fenmiao BAO ; Liang YU ; Junping LI ; Yan WEI
Chinese Journal of Tissue Engineering Research 2024;28(34):5508-5515
BACKGROUND:Studies have shown that cardiomyocyte apoptosis is closely related to cardiac decompensation and the cardiac aging process.Appropriate exercise can alter heart pump function in patients with heart failure as well as attenuate aging-induced cardiomyocyte apoptosis,hypertrophy,and fibrotic damage. OBJECTIVE:To investigate the effects of long-term aerobic exercise on cardiomyocyte apoptosis and the thioredoxin system in aging rats. METHODS:Thirty-six male Sprague-Dawley rats were selected and divided into three age groups:3-month-old young group,9-month-old middle-aged group,and 18-month-old elderly group,with 12 rats in each group.Within each age group,rats were randomly assigned to sedentary and exercise subgroups(n=6 per group).The sedentary groups did not undergo any exercise intervention.The exercise groups were acclimated to a treadmill environment and subsequently subjected to treadmill exercise for 45 minutes per day,at a speed of 15 m/min,5 days per week for 10 weeks in total.At 24 hours after the final intervention,ELISA was employed to measure serum levels of cardiac troponin I and creatine kinase-MB in rats.TUNEL assay was utilized to detect cardiomyocyte apoptosis,while western blot assay was employed to assess the protein expression of Bax,Bcl-2,Caspase 3,thioredoxin-1,thioredoxin-2,thioredoxin reductase-1,thioredoxin reductase-2,thioredoxin-interacting protein,apoptosis signal-regulating kinase 1,and P38 mitogen-activated protein kinase in rat myocardial tissue. RESULTS AND CONCLUSION:Serum levels of cardiac troponin I and creatine kinase-MB in the elderly sedentary group were significantly higher than those in the young and middle-aged sedentary groups and elderly exercise group(P<0.01).Serum levels of cardiac troponin I and creatine kinase-MB in the elderly sedentary group were significantly higher than those in the young and middle-aged exercise groups and elderly exercise group(P<0.01).Positive apoptotic cells in rat myocardial tissue,along with increased protein expression of Bax and Caspase 3,exhibited an age-related upward trend,while Bcl-2 protein expression showed a declining trend.In comparison with the sedentary groups within each age category,the number of apoptotic cardiomyocytes and the expression of Bax and Caspase 3 proteins were reduced to different degrees,and the expression of Bcl-2 protein was increased to different degrees in the corresponding exercise groups.Compared with the young sedentary group,middle-aged sedentary group and elderly exercise group,elderly sedentary rats showed a significant decrease in the expression of myocardial thioredoxin 1,thioredoxin 2,thioredoxin reductase 1,and thioredoxin reductase 2 proteins(P<0.05,P<0.01).The expression of myocardial thioredoxin 1,thioredoxin 2,and thioredoxin reductase 2 proteins was lower in the elderly exercise group than in the young exercise group(P<0.05,P<0.01),while the expression of thioredoxin reductase 1 and thioredoxin reductase 2 proteins was lower in the elderly exercise group than in the middle-aged exercise group(P<0.01).The protein expression of thioredoxin-interacting protein,apoptosis signal-regulating kinase 1,and P38 mitogen-activated protein kinase in rat myocardium was significantly higher in the elderly sedentary group than the young sedentary group,middle-aged sedentary group and elderly exercise group(P<0.01).The protein expression of thioredoxin-interacting protein,apoptosis signal-regulating kinase 1,and P38 mitogen-activated protein kinase in rat myocardium was significantly higher in the elderly exercise group than the young exercise group and middle-aged exercise group(P<0.01).To conclude,aerobic exercise may enhance the anti-apoptotic effects of thioredoxin by down-regulating the expression of thioredoxin-interacting protein in aging rat hearts,leading to the downregulation of apoptosis signal-regulated kinase 1 and P38 mitogen-activated kinase protein,thereby alleviating myocardial cell apoptosis in aging rat hearts.
3.Exploration on the Medication Law of Zhang Binghou in Treating Diabetic Kidney Disease Based on Data Mining
Mengyu LI ; Haitao SHANG ; Shiwen ZHANG ; Wenjing ZHAO ; Zhen CAI ; Xinxin PANG ; Xiaodan YIN
Chinese Journal of Information on Traditional Chinese Medicine 2024;31(9):58-65
Objective To analyze Professor Zhang Binghou's medication experience in the treatment of diabetic kidney disease using data mining methods;To screen the core medicinal pairs and medicinal groups.Methods Prescriptions of diabetic kidney disease of Professor Zhang Binghou from the outpatient department of Beijing Hospital of Traditional Chinese Medicine Affiliated to Capital Medical University were selected from January 2014 to December 2021.TCM Inheritance Platform System 2.5,SPSS Modeler 18 and SPSS Statistics 21 software were used for association rules,clustering analysis and factor analysis to summarize the medication frequency,properties and tastes and meridians,and medicinal pairs and combinations.Results A total of 161 prescriptions were included,involving 188 kinds of Chinese materia medica,with a total frequency of 2 220 time.The kinds of Chinese materia medica with higher frequency were Rehmannize Radix et Praeparata,Testudinis Carapax et Plastrum,Astragali Radix,Rehmannine Radix,etc.The main properties were cold and warm,the main tastes were sweet and bitter,and the main meridians were kidney,liver and spleen meridians.A total of 14 drug pair association rules were obtained,with 27 commonly used drug combinations.Clustering analysis extracted 10 combinations based on the spectrum,and factor analysis extracted 14 common factors.Conclusion Professor Zhang Binghou's treatment for diabetic kidney disease takes nourishing the true yin and clearing away damp-heat as the main treatment method,and at the same time,it pays attention to tonifying kidney,consolidating essence,nourishing yin and containing yang,promoting blood circulation and removing blood stasis,etc.,which embodies Professor Zhang Binghou's unique academic thought of treating diabetic kidney disease.
4.Effects of dexamethasone on short-term and long-term outcomes in late preterm infants with twin pregnancy: an observational study
Xiaodan ZHANG ; Yuan WEI ; Tianchen WU ; Yangyu ZHAO ; Xiaodan LIU ; Pengbo YUAN ; Ying WANG
Chinese Journal of Obstetrics and Gynecology 2024;59(9):675-681
Objective:To investigate the effect of prenatal dexamethasone on short-term outcomes and long-term neurological development in late preterm infants with twin pregnancy.Methods:A total of 315 pregnant women with twin pregnancy and their preterm infants who delivered in Peking University Third Hospital from January 2019 to December 2022 were retrospectively analyzed. The clinical data of pregnant women and preterm infants were collected. They were divided into non-medication group (93 pregnant women and 186 preterm infants), medication after 34 weeks group (123 pregnant women and 246 preterm infants), and medication before 34 weeks group (99 pregnant women and 198 preterm infants). Short-term outcomes of preterm infants were analyzed, including the incidence of neonatal respiratory distress syndrome (NRDS), wet lung, hypoglycemia, neonatal septicemia, intraventricular hemorrhage (IVH), bronchopulmonary dysplasia (BPD) and neonatal necrotizing enterocolitis (NEC). "Ages and Stages Questionnaire-Third Edition (ASQ-3) scale" was used to follow up the late neurological development of preterm infants at the corrected age of 6-54 months, and the level of neurological development was compared.Results:(1) General conditions: the gestational age at delivery in the non-medication group [36.1 weeks (35.6, 36.6 weeks)] was later than that in the medication after 34 weeks group [36.1 weeks (35.2, 36.4 weeks)] and medication before 34 weeks group [35.2 weeks (34.2, 36.2 weeks)] groups, and the differences were statistically significant (all P<0.05). After correcting for gestational age, there was no significant difference in birth weight among the three groups ( H=3.808, P=0.149). There were no significant differences in gender and the proportion of small for gestational age among the three groups (all P>0.05). (2) Short-term outcome: the incidence of wet lung was 7.0% (13/186), 11.0% (27/246) and 16.2% (32/198) in the non-medication group, medication after 34 weeks group and medication before 34 weeks group, respectively, and the difference was statistically significant ( P=0.018). There were no significant differences in the incidence rates of NRDS, hypoglycemia, sepsis, IVH, BPD, and NEC among the three groups (all P>0.05). Logistic regression analysis with gestational age and newborn birth weight as confounding factors showed that early gestational age ( OR=0.884, 95% CI: 0.837-0.933, P<0.001) and increased incidence of selective intrauterine growth restriction type I ( OR=2.967, 95% CI: 1.153-7.639, P=0.024) could both lead to an increased incidence of wet lung. (3) Long-term outcomes: a total of 109 pregnant women completed the follow-up, and 218 preterm infants with a corrected age of 6-54 months at the end of follow-up were enrolled, including 86 cases in the non-medication group, 66 cases in the medication after 34 weeks group, and 66 cases in the medication before 34 weeks group. There were no significant differences in the scores of communication, gross motor, fine motor, problem solving and personal-social among the three groups (all P>0.05). Conclusion:Prenatal administration of a single course of dexamethasone does not affect the neonatal birth weight and short-term outcomes of twin late preterm infants, and has no adverse effect on the neurological development of twin late preterm infants with a corrected age of 6-54 months.
5.The effect of c-Myc on regulating the immune-related ligands in Y subtype small cell lung cancer through histone deacetylase 1
Peiyan ZHAO ; Xiaodan SUN ; Hui LI ; Lin TIAN ; Yuanhua LU ; Ying CHENG
Chinese Journal of Oncology 2024;46(11):1009-1018
Objective:To explore the effect and mechanism of c-Myc on regulating the expression of immune-related ligands in Y subtype small-cell lung cancer (SCLC) characterized by high expression of immune-related molecules.Methods:The Y subtype SCLC cell line H196 was randomly divided into the control group, c-Myc inhibitor 10058-F4 group, histone deacetylase 1 (HDAC1) inhibitor pyroxamide group, and 10058-F4 plus pyroxamide group. The co-culture system with NK-92MI cells was used to determine the effect of H196 cells on the function of natural killer (NK) cells. Western Blotting and co-immunoprecipitation assays were used to detect the effect of c-Myc on class Ⅰ HDAC, and flow cytometry was used to detect the regulatory effect of c-Mycon CD47, programmed cell death ligand 1 (PD-L1), and CD155, which are highly expressed immune checkpoints in Y subtype SCLC, and major histocompatibility complex classⅠ-related chains A and (MICA/B), which is a poorly expressed immune-activating ligand in SCLC, and the role of HDAC. Chromatin immunoprecipitation (ChIP) assay and real-time quantitative polymerase chain reaction (RT-qPCR) were used to determine the regulatory mechanism of c-Myc-HDAC1 on MICA/B expression.Results:Inhibition of c-Myc decreased the mortality of H196 cells in the co-culture system and down-regulated the expression of MICA/B. Compared with the NK+H196 group [(42.54±2.47)%], the proportion of cells killed by NK-92MI cells in the NK+H196+10058-F4 group was lower [(28.48±3.38)%, P<0.001]. The mean fluorescence intensity (MFI) of MICA/B on the cells in the 10058-F4 group (36.40±0.82) was lower than that in the control group (91.23±8.60, P<0.001). And c-Myc could bind to HDAC1, whose protein level was up-regulated by 10058-F4 while the mRNA level was not. Compared with the cells in the control group (90.10±4.91), the MFI of MICA/B on the cells in the pyroxamide group was significantly increased (145.70±5.86, P<0.001), and the MFI of MICA/B on the cells in the 10058-F4+pyroxamide group (54.60±2.88) was significantly increased compared with the cells in the 10058-F4 group (35.97±1.60, P<0.001). The percentage of MICA promoter gene fragments in the c-Myc antibody precipitation group (0.125±0.037) was significantly higher than that in the IgG group (0.000 8±0.000 3, P=0.004). MICB had a similar trend, suggesting that the c-Myc-HDAC1 complex could bind to the promoter region of MICA/B. The MFI of CD47 on the cells in the 10058-F4 group (60.07±0.21) was significantly lower than cells in the control group (70.27±1.37, P<0.001), but the MFIs of PD-L1 (13.50±0.61) and CD155 (829.70±41.19) were significantly higher than those on the cells in the control group (9.23±0.94, P<0.01; 496.00±4.36, P<0.001, respectively). Conclusions:c-Myc may promote the expression of MICA/B and CD47 in Y subtype SCLC cells by binding and inhibiting HDAC1, while it may also be involved in inhibiting the expression of PD-L1 and CD155 in SCLC cells.
6.The effect of c-Myc on regulating the immune-related ligands in Y subtype small cell lung cancer through histone deacetylase 1
Peiyan ZHAO ; Xiaodan SUN ; Hui LI ; Lin TIAN ; Yuanhua LU ; Ying CHENG
Chinese Journal of Oncology 2024;46(11):1009-1018
Objective:To explore the effect and mechanism of c-Myc on regulating the expression of immune-related ligands in Y subtype small-cell lung cancer (SCLC) characterized by high expression of immune-related molecules.Methods:The Y subtype SCLC cell line H196 was randomly divided into the control group, c-Myc inhibitor 10058-F4 group, histone deacetylase 1 (HDAC1) inhibitor pyroxamide group, and 10058-F4 plus pyroxamide group. The co-culture system with NK-92MI cells was used to determine the effect of H196 cells on the function of natural killer (NK) cells. Western Blotting and co-immunoprecipitation assays were used to detect the effect of c-Myc on class Ⅰ HDAC, and flow cytometry was used to detect the regulatory effect of c-Mycon CD47, programmed cell death ligand 1 (PD-L1), and CD155, which are highly expressed immune checkpoints in Y subtype SCLC, and major histocompatibility complex classⅠ-related chains A and (MICA/B), which is a poorly expressed immune-activating ligand in SCLC, and the role of HDAC. Chromatin immunoprecipitation (ChIP) assay and real-time quantitative polymerase chain reaction (RT-qPCR) were used to determine the regulatory mechanism of c-Myc-HDAC1 on MICA/B expression.Results:Inhibition of c-Myc decreased the mortality of H196 cells in the co-culture system and down-regulated the expression of MICA/B. Compared with the NK+H196 group [(42.54±2.47)%], the proportion of cells killed by NK-92MI cells in the NK+H196+10058-F4 group was lower [(28.48±3.38)%, P<0.001]. The mean fluorescence intensity (MFI) of MICA/B on the cells in the 10058-F4 group (36.40±0.82) was lower than that in the control group (91.23±8.60, P<0.001). And c-Myc could bind to HDAC1, whose protein level was up-regulated by 10058-F4 while the mRNA level was not. Compared with the cells in the control group (90.10±4.91), the MFI of MICA/B on the cells in the pyroxamide group was significantly increased (145.70±5.86, P<0.001), and the MFI of MICA/B on the cells in the 10058-F4+pyroxamide group (54.60±2.88) was significantly increased compared with the cells in the 10058-F4 group (35.97±1.60, P<0.001). The percentage of MICA promoter gene fragments in the c-Myc antibody precipitation group (0.125±0.037) was significantly higher than that in the IgG group (0.000 8±0.000 3, P=0.004). MICB had a similar trend, suggesting that the c-Myc-HDAC1 complex could bind to the promoter region of MICA/B. The MFI of CD47 on the cells in the 10058-F4 group (60.07±0.21) was significantly lower than cells in the control group (70.27±1.37, P<0.001), but the MFIs of PD-L1 (13.50±0.61) and CD155 (829.70±41.19) were significantly higher than those on the cells in the control group (9.23±0.94, P<0.01; 496.00±4.36, P<0.001, respectively). Conclusions:c-Myc may promote the expression of MICA/B and CD47 in Y subtype SCLC cells by binding and inhibiting HDAC1, while it may also be involved in inhibiting the expression of PD-L1 and CD155 in SCLC cells.
7.Advances in the study of epigenetic regulatory mechanisms of astrocytes
Liuqing XU ; Peiyuan ZHAO ; Xihong LIU ; Xiaodan DU ; Mengyang FAN ; Junlin HOU
Chinese Journal of Comparative Medicine 2024;34(5):126-133
Astrocytes(AS)are the most abundant glial cells in the central nervous system and are involved in many physiological and pathological processes in the nervous system.Alterations in their phenotype are particularly important for the health of the CNS.Epigenetic mechanisms,including DNA methylation,histone modification,non-coding RNA regulation,and chromatin remodeling,are closely linked to alterations in AS proliferation,differentiation,inflammation,and other phenotypic features,but how these mechanisms function needs to be explored and summarized.By reviewing the recent advances in the role of epigenetic mechanisms in AS under various physiological and pathological states,we aim to provide new ideas for the understanding and treatment of related diseases.
8.Current status and quality evaluation of domestic and foreign ophthalmic drug and device combination products
Zhihan WEI ; Yuanli HUANG ; Danmei ZHAO ; Xiaodan DU ; Linnan KE ; Yun XU
China Pharmacist 2024;28(10):350-356
Ophthalmic drug-device combination products are a new method of ophthalmic disease treatment,which is characterized by high bioavailability,strong targeting and good compliance.However,it is difficult for products to be developed and regulated due to the complexity of the human eye structure,drug-device interactions,and other factors.To provide a basis for guaranteeing the safety and efficacy of products development and management,the related regulations,current research,and evaluation of the quality of products are summarized in this paper.
9.Clinical implications of the concentration of alveolar nitric oxide in non-small cell lung cancer.
Xiaodan CHANG ; Hua LIAO ; Lingyan XIE ; Yuehua CHEN ; Liying ZHENG ; Jianpeng LIANG ; Weiwei YU ; Yuexian WU ; Yanmei YE ; Shuyu HUANG ; Haijin ZHAO ; Shaoxi CAI ; Hangming DONG
Chinese Medical Journal 2023;136(18):2246-2248
10.Effect of arteriosclerotic intracranial arterial vessel wall enhancement on downstream collateral flow.
Liqun YAN ; Jin YAN ; Zhenchang WANG ; Guoshi WANG ; Zhenzhong LI ; Yaping HOU ; Boyuan HUANG ; Qianbo DONG ; Xiaodan MU ; Wei CAO ; Pengfei ZHAO
Chinese Medical Journal 2023;136(18):2221-2228
BACKGROUND:
The effect of arteriosclerotic intracranial arterial vessel wall enhancement (IAVWE) on downstream collateral flow found in vessel wall imaging (VWI) is not clear. Regardless of the mechanism underlying IAVWE on VWI, damage to the patient's nervous system caused by IAVWE is likely achieved by affecting downstream cerebral blood flow. The present study aimed to investigate the effect of arteriosclerotic IAVWE on downstream collateral flow.
METHODS:
The present study recruited 63 consecutive patients at the Second Hospital of Hebei Medical University from January 2021 to November 2021 with underlying atherosclerotic diseases and unilateral middle cerebral artery (MCA) M1-segment stenosis who underwent an magnetic resonance scan within 3 days of symptom onset. The patients were divided into 4 groups according to IAVWE and the stenosis ratio (Group 1, n = 17; Group 2, n = 19; Group 3, n = 13; Group 4, n = 14), and downstream collateral flow was analyzed using three-dimensional pseudocontinuous arterial spin labeling (3D-pCASL) and RAPID software. The National Institutes of Health Stroke Scale (NIHSS) scores of the patients were also recorded. Two-factor multivariate analysis of variance using Pillai's trace was used as the main statistical method.
RESULTS:
No statistically significant difference was found in baseline demographic characteristics among the groups. IAVWE, but not the stenosis ratio, had a statistically significant significance on the late-arriving retrograde flow proportion (LARFP), hypoperfusion intensity ratio (HIR), and NIHSS scores ( F = 20.941, P <0.001, Pillai's trace statistic = 0.567). The between-subject effects test showed that IAVWE had a significant effect on the three dependent variables: LARFP ( R2 = 0.088, F = 10.899, P = 0.002), HIR ( R2 = 0.234, F = 29.354, P <0.001), and NIHSS ( R2 = 114.339, F = 33.338, P <0.001).
CONCLUSIONS:
Arteriosclerotic IAVWE significantly reduced downstream collateral flow and affected relevant neurological deficits. It was an independent factor affecting downstream collateral flow and NIHSS scores, which should be a focus of future studies.
TRIAL REGISTRATION
ChiCTR.org.cn, ChiCTR2100053661.
Humans
;
Constriction, Pathologic/pathology*
;
Magnetic Resonance Imaging/methods*
;
Middle Cerebral Artery/pathology*
;
Tomography, X-Ray Computed

Result Analysis
Print
Save
E-mail