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.Rescuing lysosomal/autophagic defects via nanoapproach: implications for lysosomal/autophagic defect-related diseases.
Xiaodan HUANG ; Yue FANG ; Jie SONG ; Yuanjing HAO ; Yuanyuan CAI ; Pengfei WEI ; Na ZHANG
Journal of Zhejiang University. Science. B 2025;26(9):813-842
The dysfunction of the lysosome and autophagy-lysosome system serves as a driving force for neurodegenerative diseases, metabolic disorders, inflammatory conditions, and other related diseases, closely influencing their onset and progression. Therefore, restoring the function of the lysosome or autophagy-lysosome system has become an increasingly crucial therapeutic strategy in disease management. In this review, we will introduce the lysosomal biogenesis, structure, and function, as well as the biological process of the autophagy-lysosome system. Various diseases closely associated with lysosomal/autophagic dysfunction are also reviewed, emphasizing the significance of targeting the function of the lysosome or autophagy-lysosome system in disease treatment. Finally, we focus on engineered nanomaterials that have the capabilities to restore the function of the lysosome or autophagy-lysosome system, and summarize different strategies and methods for achieving this goal. This review aims to elucidate the latest progress in the field of nanomedicine for lysosomal/autophagic defect-related diseases and inspire the development of innovative and clinically valuable nanomedicines.
Humans
;
Lysosomes/physiology*
;
Autophagy/physiology*
;
Nanomedicine/methods*
;
Neurodegenerative Diseases/therapy*
;
Animals
;
Nanostructures
;
Lysosomal Storage Diseases/therapy*
3.Influence Factors of Lymphovascular Space Invasion in Low-grade Endometrioid Carcinoma of Uterus
Min HAO ; Xiaodan ZHENG ; Xuejing WEI
Chinese Journal of Minimally Invasive Surgery 2024;24(8):529-533
Objective To investigate the influence factors of lymphovascular space invasion(LVSI)in patients with low-grade endometrioid carcinoma.Methods Clinical data of 167 patients with low-grade(G1,G2)endometrioid carcinoma of uterus diagnosed by surgical pathology from January 2015 to May 2023 were retrospectively analyzed.Univariate analysis of the following 9 indicators was performed:age,postmenopausal status,abnormal vaginal bleeding duration,combined with metabolic syndrome,increased CA125(≥ 35 U/ml),endometrial thickness,uterine occupation,combined with adenomyosis of uterus,stage of the International Federation of Gynecology and Obstetrics(FIGO)2009 standards.The binary logistic refression analysis was made on factors with P<0.05.Results Among the 167 patients with low-grade endometrioid carcinoma of uterus,24 cases(14.4%)had LVSI.The binary logistic regression analysis was performed for 4 factors(abnormal vaginal bleeding duration ≥ 4 months,increased CA125,combined with adenomyosis of uterus,stage Ⅱ and above)with P<0.05 in the univariate analysis,and the results showed stage Ⅱ and above(OR=7.357,95%CI:2.140-25.288,P=0.002)and increased CA125(OR=4.883,95%CI:1.612-14.794,P=0.005)were an independent prognostic factor for LVSI in low-grade endometrial carcinoma of uterus.Conclusion Stage Ⅱ(FIGO 2009)and above and CA125≥35 U/ml are associated with LVSI in patients with low-grade endometrioid carcinoma,indirectly suggesting the risk of lymph node metastasis,which should be paid close attention to before surgery in order to develop a more accurate surgical plan.
4.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.
5.Safety and efficacy of PD-1 inhibitors versus chemotherapy or ipilimumab in advanced melanoma:Meta-analysis
Zhibing LIN ; Yazhen MAO ; Xiaoyan ZHOU ; Xiaodan LIN ; Guiqiu XU ; Wei LIN ; Yuhong LIN
Chinese Journal of Immunology 2024;40(1):138-143,中插1-中插7
Objective:To analyze the safety and efficacy of PD-1 inhibitors versus chemotherapy or ipilimumab in advanced melanoma.Methods:PubMed,CNKI,VIP and Wanfang databases were searched to collect randomised controlled trials of PD-1 inhibi-tors in treatment of advanced melanoma.The search time was from the establishment of the database to May 1,2022.Two reviewers independently screened the literature,extracted data,and assessed risk of bias of included studies.Meta-analysis was performed using RevMan5.4 and STATA16 software.Results:A total of 7 studies were included.Meta-analysis results show that:①Safety:Compared with chemotherapy,PD-1 inhibitor treatment had fewer adverse events,especially in the blood system;compared with ipilimumab alone,PD-1 inhibitor combined with ipilimumab had more adverse events,especially liver function indicators;there was no signifi-cant difference in the incidence of total adverse events between PD-1 inhibitor monotherapy and ipilimumab monotherapy.②Efficacy:The PFS,OS and ORR of PD-1 inhibitor versus chemotherapy or ipilimumab were HR=0.54,95%CI(0.45,0.62),P<0.05,HR= 0.69,95%CI(0.58,0.80),P=0.03 and OR=3.16,95%CI(2.59,3.86),P<0.05,respectively.Conclusion:PD-1 inhibitors have good efficacy in treatment of advanced melanoma,while different combination methods and different control treatments may have different efficacy.Limited by the quantity and quality of included studies,more research evidence is needed to support this.
6.Detection of virulence genes and drug resistance characteristics of Bacillus cereus in catering food in Liaoning Province, 2021-2022
SUN Tingting ; WEI Tongzhu ; WANG Xiaodan ; WANG Weijie ; LI Xue
China Tropical Medicine 2024;24(2):223-
Objective To investigate the contamination status of Bacillus cereus in food, the profile of virulence factors carried, and drug sensitivity characteristics in Liaoning Province. Methods A total of 620 samples were isolated from 15 monitoring sites, covering four major sample types of food products in Liaoning Province between 2021 and 2022. Bacillus cereus was isolated and identified by GB4789.14—2014, and its virulence was assessed using PCR detection of the groEL and gyrB genes specific to the bacterial group, as well as 11 other virulence genes. Broth microdilution method was used to detect the antibiotic sensitivity of the strain. Results All 79 Bacillus cereus strains were found to carry virulence genes. The detection rates of non-hemolytic enterotoxin genes nheC, nheA, and nheB were 100% (79/79), 93.3% (74/79), and 83.5% (66/79), respectively. The detection rate of enterotoxin entFM gene was 98.7% (78/79). The 79 strains of Bacillus cereus carried 19 types of virulence gene patterns, with IX and XVII gene patterns being the most prevalent, each accounted for 16.5% (13/79). The resistance rates of 79 strains of Bacillus cereus to 10 antibacterial drugs were 100% for both ampicillin and penicillin. The resistance rates to cotrimoxazole, imipenem, erythromycin, clindamycin, ciprofloxacin, and tetracycline 65.8% (52/79), 10.1% (8/79), 73.4% (58/79), 60.8% (48/79), 75.9% (60/79), and 70.9% (56/79) respectively. The resistance rates to chloramphenicol and gentamicin were both 0%. Conclusion Food from catering services in Liaoning Province shows contamination by Bacillus cereus, with isolated strains carrying at least four kinds of virulence genes. About 100% of the isolates were resistant to ampicillin and penicillin, whereas high sensitivity was observed to chloramphenicol and gentamicin. Active monitoring, timely targeted prevention and control interventions should be strengthened to provide a theoretical basis for future traceability studies.
7.Development and evaluation of the children′s postoperative health-related quality of life scale for thyroid cancer
Wei PANG ; Shengcai WANG ; Xiaodan LI ; Yuwei LIU ; Zhe LI ; Yuanhu LIU ; Yanzhen LI ; Xuexi ZHANG ; Qiaoyin LIU ; Nian SUN ; Zhiyong LIU ; Xin NI
Chinese Journal of Otorhinolaryngology Head and Neck Surgery 2024;59(11):1183-1192
Objective:To develop the children′s postoperative health-related quality of life scale for thyroid cancer and to test its reliability and validity.Methods:The first draft of the scale was developed through literature search, focus group meetings, and a pre-survey, and 116 children (76 for testing and 40 for external validation) with thyroid cancer attending Beijing Children′s Hospital of Capital Medical University were selected to answer the scale, to screen and categorize the questions and to form the final scale with multiple dimensions.Results:The children′s postoperative health-related quality of life scale for thyroid cancer contained 5 dimensions and 29 questions. Exploratory factor analysis showed that the cumulative variance explained by the 5 factors was 64.343%. Confirmatory factor analysis showed correlations between the questions and dimensions of this scale, fair convergent validity for the scale, and good discriminant validity. The validity of the validity scale showed that there was a existing correlation between the questions and the validity scale of this scale. The item-dimension correlation coefficients showed that the questions in each dimension were well differentiated. The total Cronbach′s α coefficient of the scale was 0.930, the folded half reliability was 0.843, and retest reliabilities at 2 weeks, 1 month, and 3 months after the initial test were respectively 0.936, 0.922, and 0.910.Conclusion:The developed children′s postoperative health-related quality of life scale for thyroid cancer has good reliability and validity and can be used to assess the health-related quality of life of children after thyroid cancer surgery.
8.Clinical Manifestations,Molecular Genetics and Gonadal Pathology of 416 Patients with Disorders of Sex Development:A Single-Center Cohort Study
Wanjun LIN ; Cuili LIANG ; Wen FU ; Liyu ZHANG ; Wei JIA ; Jinhua HU ; Wen ZHANG ; Yunting LIN ; Huilin NIU ; Liping FAN ; Zhikun LU ; Duan LI ; Zongcai LIU ; Huiying SHENG ; Xi YIN ; Xiaodan CHEN ; Guochang LIU ; Jing CHENG ; Li LIU
JOURNAL OF RARE DISEASES 2024;3(3):310-317
Objective To investigate the clinical manifestations,molecular genetics and gonadal pathol-ogy characteristics of patients with disorders of sex development(DSD),and to summarize the clinical experi-ence of identifying rare diseases from common symptoms.Methods The clinical data of 416 patients with DSD diagnosed and treated in the multidisciplinary center of DSD of Guangzhou Women and Children's Medical Cen-ter from May 2018 to August 2023 were retrospectively analyzed,summarized and discussed.Results Accord-ing to chromosome karyotype,416 cases of DSD were classified into three types:92 cases(22.1%)of abnormal sex chromosome karyotype,285 cases(68.5%)of 46,XY karyotype and 39 cases(9.4%)of 46,XX karyotype.Among the 92 patients with abnormal sex chromosome karyotype,59 cases were raised as males,18 cases(30.5%)complained of short penis with hypospadias and cryptorchidism.The most common karyotype was 45,X/46,XY(58 cases,63.0%).Among the 285 patients with 46,XY karyotype,238 cases were raised as males,and 63 cases(26.5%)complained of short penis and hypospadias;47 cases were raised as females,and 13 ca-ses(27.7%)complained of inguinal mass.A total of 216 patients with 46,XY karyotype were subjected to whole exome gene detection,and 155 cases(71.8%)were found to have molecular pathogenesis with the clinical phe-notype.Among the 39 patients with 46,XX karyotype,19 cases were raised as males,and 8 cases(42.1%)com-plained of short penis and hypospadias.In the 18 cases of gonad biopsy,17 cases showed testicular tissue in go-nads.Whole exome sequencing was performed in 14 cases.NR5A1 gene heterozygous mutation,SRY gene muta-tion and SOX3 gene mutation were found in 2 cases,respectively(14.3%).Twenty cases were raised as females,and 14 cases(70.0%)complained of clitoral hypertrophy.Gonad biopsy was performed in 8 cases,with 7 cases of ovotestis(87.5%)and 1 case of NR5A1 gene heterozygous mutation(14.3%).Conclusions The etiologies of DSD are complex and diverse,and the clinical manifestations are various,which can be manifested as hypospa-dias,micropenis,cryptorchidism and other common symptoms of the urinary system.Different etiologies have dif-ferent treatment options.Therefore,chromosome karyotype,molecular genetic testing and gonadal pathology can be used to clarify the cause of disease,especially for rare diseases,improve the detection rate,reduce the rate of missed diagnosis,and ensure reasonable treatment,especially sex selection.
9.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.
10.Analysis on the application value of quantitative assessment of ultrasound in patients with dysphagia after stroke
Xiaodan LI ; Ying ZHOU ; Shengfeng LIU ; Haiyan WEI ; Yunqiang CHEN
China Medical Equipment 2024;21(7):71-75
Objective:To compare with video-fluoroscopic swallowing function test(VFSS),so as to evaluate the application value of ultrasonography in the test of dysphagia after stroke.Methods:A total of seventy-two patients with dysphagia after stroke who admitted to The Second Affiliated Hospital of Hainan Medical University from January 2022 to July 2023 were selected as cases group,and a total of 45 healthy aged with normal swallowing function were selected as healthy control group at the same time.All of them underwent video X-ray fluoroscopic examination of swallowing function and quantitative assessment of ultrasound.Quantitative assessment of ultrasound was performed by twice to compare the internal consistency of ultrasound test.Meanwhile,the correlation between ultrasound and VFSS results was tested to verify the validity of ultrasound quantitative assessment.The VFSS was used as gold standard to analyze the sensitivity and specificity of ultrasound assessment.The differences of abnormal grade of Geniohyoid muscle;movement time,movement distance and the change of tongue muscle thickness of semi quantitative description of ultrasound between two groups were compared.Results:The intra group correlation coefficient(ICC),movement time,movement distance and movement speed of grade description of muscle abnormalities of cases group were respectively 0.90,(1.743±0.235)s,(6.323±0.823)mm and(3.826±0.778)mm/s,which intra reliabilities were high correlation(ICC=0.90,0.82,0.87,0.85,P<0.01),which inter reliabilities of these indicators were high correlation(ICC=0.86,0.85,0.88,0.87,P<0.01),respectively.The positive results of ultrasound test highly correlated with the results of VFSS examination(r=0.91,P<0.01).The movement distance,the average movement speed and the changes of the thickness of tongue muscle in patients of cases group were significantly smaller than those of healthy control group,but the movement time was larger than that of healthy control group(t=9.03,30.49,-7.02,22.69,P<0.05),respectively.The results of the ultrasound on the muscles of all patients in cases group existed abnormality.Conclusion:Ultrasound technique can quantitatively assess dysphagia after stroke.Compared with VFSS technique,ultrasonography can measure and determine the related data of the movement of swallowing muscle,and dynamically record movement parameters of geniohyoid muscle and the changes of the thickness of tongue muscle.At the same time,it can detect the grade of muscle abnormalities of patients with dysphagia,which will contribute to further explore the potential pathological mechanism about muscle,and promote the healthy management for patients with dysphagia.

Result Analysis
Print
Save
E-mail