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.Molecular mechanism of cognitive dysfunction caused by blast traumatic brain injury: a review
Liang LI ; Qi WANG ; Xiaolin FAN ; Hong WANG ; Xiao LI ; Boya YU ; Junhong GAO
Chinese Journal of Trauma 2024;40(1):87-92
Cognitive dysfunction caused by blast traumatic brain injury (bTBI) is a serious neurological disease with high incidence, serious condition and poor prognosis. bTBI can lead to a series of symptoms such as short-term memory loss, inattention or multi-tasking difficulties. In severe cases, bTBI can develop into Alzheimer′s disease, which has a great impact on patients′ normal work and life. At present, researches on cognitive dysfunction caused by bTBI mainly involve model construction, pathogenesis, pathophysiological changes, diagnosis and treatment, etc., and the molecular mechanism of its occurrence remains to be further studied. Under normal physiological conditions, the release of excitatory and inhibitory neurotransmitters, the release and uptake of Ca 2+, oxidation and antioxidant systems, and the promotion and inhibition of apoptosis are in a dynamic balance. bTBI disturbs the balance, which will lead to the damage of nerve cells at the molecular level, thus resulting in the occurrence of cognitive dysfunction. To this end, the authors summarized the aspects of excitatory toxicity and Ca 2+homeostasis disorder, oxidative stress, inflammation and edema, apoptosis, etc., and reviewed the research progress on the molecular mechanism of cognitive dysfunction caused by bTBI, so as to provide a reference for the treatment and rehabilitation of cognitive dysfunction in patients with bTBI.
3.Association between visceral fat area measured with quantitative CT and fatty liver in normal weight population
Qi QIAO ; Yang ZHOU ; Yongbing SUN ; Xin QI ; Yawei DU ; Zhonglin LI ; Zhi ZOU ; Xiaoling WU ; Jing ZHOU ; Gong ZHANG ; Min QU ; Xiaolin ZHANG ; Yong WANG ; Shewei DOU ; Hongming LIU ; Fengshan YAN ; Jiadong ZHU ; Yongli LI
Chinese Journal of Health Management 2024;18(2):120-126
Objective:To analyze the association between visceral fat area (VFA) and fatty liver based on quantitative CT (QCT) in people receiving health examination with normal body mass index (BMI).Methods:A cross-sectional study. A total of 1 305 physical examiners who underwent chest CT and QCT examination in the Department of Health Management of Henan Provincial People′s Hospital from January to December 2021 were retrospectively selected as subjects. The physical components at the central level of the lumbar two cone were measured with QCT, including subcutaneous fat area (SFA), VFA and liver fat content (LFC). And the metabolic indexes, such as blood lipids and blood glucose, were collected. The t-test and χ2 test were used to analyze the correlation between the detection rate of fatty live and LFCr and age and gender. According to level of VFA (<100 cm 2, 100-150 cm 2 and≥150 cm 2), the subjects were divided into three groups, and one-way ANOVA and χ2 test were used in comparison between groups. Multiple linear regression was used to analyze the correlation between VFA and metabolic indexes and LFC. Results:Of the 1 305 subjects, there were 634 males and 671 females. The detection rate of fatty liver in normal BMI population was 65.67%, and it was 72.71% and 59.02% respectively in men and women ( χ2=27.12, P<0.001), and the detection rate of fatty liver and LFC increased with age (both P<0.05). With the increase of VFA, the age, BMI, SFA, LFC, total cholesterol (TC), triacylglycerol (TG), low-density lipoprotein cholesterol (LDL-C), fasting blood glucose (FBG), alanine aminotransferase (ALT), blood uric acid and prevalence of fatty liver increased (all P<0.05), and the low-density lipoprotein cholesterol (HDL-C) decreased ( P<0.001). Multiple linear regression analysis showed that after adjustment for age factors, regardless of male or female, LFC was independently positively related with VFA, BMI, and ALT (male β=0.206, 0.145, 0.174, female β=0.194, 0.150, 0.184; all P<0.05). FBG was positively correlated with male independently ( β=0.134; P<0.001). The indicators related to female independently were TC, TG, and blood uric acid ( β=-0.121, 0.145, 0.141, all P<0.05) Conclusion:In the population receiving health examination with normal BMI, the VFA measured by QCT technique is closely related to fatty liver.
4.The value of vesical imaging reporting and data system combined with tumor-wall contact length in diagnosing muscle invasive bladder cancer
Cai QIN ; Qi TIAN ; Hui ZHOU ; Qiaoling CHEN ; Manman LI ; Tianjiao E ; Yueyue LI ; Xiaolin WANG ; Feng FENG
Journal of Practical Radiology 2024;40(1):64-68
Objective To explore the value of vesical imaging reporting and data system(VI-RADS)combined with absolute tumor-wall contact length(ABTCL)and actual tumor-wall contact length(ACTCL)in diagnosing muscle invasive bladder cancer(MIBC).Methods The MRI data of 113 patients with pathologically confirmed bladder cancer(BCa)were analyzed retrospectively.All patients underwent conventional MRI,diffusion weighted imaging(DWI)and dynamic contrast enhanced(DCE)MRI before sur-gery.Two radiologists independently evaluated MRI images based on VI-RADS score,and measured quantitative parameters,inclu-ding ABTCL and ACTCL.The Chi-square test was used to compare the difference of VI-RADS scores between MIBC and non-mus-cle invasive bladder cancer(NMIBC).Quantitative parameters between MIBC and NMIBC were compared by Mann-Whitney U test.The receiver operating characteristic(ROC)curve was used to evaluate the diagnostic value of VI-RADS,quantitative parameters and VI-RADS combined with quantitative parameters in the diagnosis of MIBC.Results VI-RADS,ABTCL and ACTCL had significant differences between MIBC and NMIBC(P<0.05).The area under the curve(AUC)for VI-RADS,ABTCL and ACTCL in diagno-sing MIBC were 0.89,0.76 and 0.77,respectively.There was no significant difference between the AUC for ABTCL and ACTCL(P>0.05).The AUC for VI-RADS combined with ABTCL or ACTCL in diagnosing MIBC was 0.93,higher than that of only VI-RADS(P<0.05).Conclusion The combination of VI-RADS with either ABTCL or ACTCL can effectively improve the diagnostic performance of MIBC.ABTCL obtainedby linear measurement is easier to implement in clinical practice than ACTCL obtained by curved measurement.
5.Predictive value of serum sCD40L and Apelin-13 levels for the short-term prognosis in patients after traumatic brain injury surgery
Haibo LU ; Yunying WU ; Lei YIN ; Xiaolin QI ; Tao HAN
International Journal of Laboratory Medicine 2024;45(13):1622-1626
Objective To investigate the predictive value of serum soluble CD40 ligand(sCD40L)and an-giotensin Ⅱ receptor-like 1 endogenous ligand 13(Apelin-13)levels for the short-term prognosis in patients after traumatic brain injury surgery.Methods A total of 89 patients with traumatic brain injury who under-went treatment and surgery in Zhongwu Hospital of Suqian from June 2020 to December 2022 were collected as the research group.A total of 89 healthy individuals who came to Zhongwu Hospital of Suqian during the same period for physical examination were selected as the control group.The clinical data of the study subjects were collected and the expression levels of sCD40L and Apelin-13 in the serum were detected.Pearson method was applied to analyze the correlation between sCD40L and Apelin-13 in the serum of patients in the research group.Receiver operating characteristic(ROC)curve was applied to analyze the predictive value of serum sCD40L and Apelin-13 for the short-term prognosis in patients after traumatic brain injury surgery.Results Compared with the control group,the serum level of sCD40L in the research group was significantly increased,and the serum level of Apelin-13 was significantly decreased(P<0.05).There were no statistically significant differences in age and gender between the poor prognosis group and the good prognosis group(P>0.05).The proportions of patients with preoperative hospitalization time≥10 h,surgical duration≥4 h,intraoperative bleeding vol-ume≥400 mL,and permanent implants were higher than those in the good prognosis group,and the Glasgow Outcome Scale(GOS)score was lower than that in the good prognosis group(P<0.05).The serum sCD40L level in good prognosis group was lower than that in poor prognosis group,and the serum Apelin-13 level was higher than that in poor prognosis group(P<0.05).The area under the curve(AUC)of serum sCD40L and Apelin-13 levels for predicting the short-term prognosis in patients after traumatic brain injury surgery was 0.776 and 0.819,respectively,with sensitivity of 79.31%and 75.86%,specificity of 75.00%and 81.67%,respectively,and the AUC of the combination of the two was 0.909,with sensitivity of 89.66%and specificity of 75.00%,respectively.Conclusion The serum sCD40L level increases and the serum Apelin-13 level decrea-ses in patients with poor short-term prognosis after traumatic brain injury surgery.The combined detection of the two has high predictive value for the short-term prognosis in patients.
6.Carrier screening for 223 monogenic diseases in Chinese population:a multi-center study in 33 104 individuals
Wei HOU ; Xiaolin FU ; Xiaoxiao XIE ; Chunyan ZHANG ; Jiaxin BIAN ; Xiao MAO ; Juan WEN ; Chunyu LUO ; Hua JIN ; Qian ZHU ; Qingwei QI ; Yeqing QIAN ; Jing YUAN ; Yanyan ZHAO ; Ailan YIN ; Shutie LI ; Yulin JIANG ; Manli ZHANG ; Rui XIAO ; Yanping LU
Journal of Southern Medical University 2024;44(6):1015-1023
Objective To investigate the epidemiological characteristics and mutation spectrum of monogenic diseases in Chinese population through a large-scale,multicenter carrier screening.Methods This study was conducted among a total of 33 104 participants(16 610 females)from 12 clinical centers across China.Carrier status for 223 genes was analyzed using high-throughput sequencing and different PCR methods.Results The overall combined carrier frequency was 55.58%for 197 autosomal genes and 1.84%for 26 X-linked genes in these participants.Among the 16 669 families,874 at-risk couples(5.24%)were identified.Specifically,584 couples(3.50%)were at risk for autosomal genes,306(1.84%)for X-linked genes,and 16 for both autosomal and X-linked genes.The most frequently detected autosomal at-risk genes included GJB2(autosomal recessive deafness type 1A,393 couples),HBA1/HBA2(α-thalassemia,36 couples),PAH(phenylketonuria,14 couples),and SMN1(spinal muscular atrophy,14 couples).The most frequently detected X-linked at-risk genes were G6PD(G6PD deficiency,236 couples),DMD(Duchenne muscular dystrophy,23 couples),and FMR1(fragile X syndrome,17 couples).After excluding GJB2 c.109G>A,the detection rate of at-risk couples was 3.91%(651/16 669),which was lowered to 1.72%(287/16 669)after further excluding G6PD.The theoretical incidence rate of severe monogenic birth defects was approximately 4.35‰(72.5/16 669).Screening for a battery of the top 22 most frequent genes in the at-risk couples could detect over 95%of at-risk couples,while screening for the top 54 genes further increased the detection rate to over 99%.Conclusion This study reveals the carrier frequencies of 223 monogenic genetic disorders in the Chinese population and provides evidence for carrier screening strategy development and panel design tailored to the Chinese population.In carrier testing,genetic counseling for specific genes or gene variants can be challenging,and the couples need to be informed of these difficulties before testing and provided with options for not screening these genes or gene variants.
7.Carrier screening for 223 monogenic diseases in Chinese population:a multi-center study in 33 104 individuals
Wei HOU ; Xiaolin FU ; Xiaoxiao XIE ; Chunyan ZHANG ; Jiaxin BIAN ; Xiao MAO ; Juan WEN ; Chunyu LUO ; Hua JIN ; Qian ZHU ; Qingwei QI ; Yeqing QIAN ; Jing YUAN ; Yanyan ZHAO ; Ailan YIN ; Shutie LI ; Yulin JIANG ; Manli ZHANG ; Rui XIAO ; Yanping LU
Journal of Southern Medical University 2024;44(6):1015-1023
Objective To investigate the epidemiological characteristics and mutation spectrum of monogenic diseases in Chinese population through a large-scale,multicenter carrier screening.Methods This study was conducted among a total of 33 104 participants(16 610 females)from 12 clinical centers across China.Carrier status for 223 genes was analyzed using high-throughput sequencing and different PCR methods.Results The overall combined carrier frequency was 55.58%for 197 autosomal genes and 1.84%for 26 X-linked genes in these participants.Among the 16 669 families,874 at-risk couples(5.24%)were identified.Specifically,584 couples(3.50%)were at risk for autosomal genes,306(1.84%)for X-linked genes,and 16 for both autosomal and X-linked genes.The most frequently detected autosomal at-risk genes included GJB2(autosomal recessive deafness type 1A,393 couples),HBA1/HBA2(α-thalassemia,36 couples),PAH(phenylketonuria,14 couples),and SMN1(spinal muscular atrophy,14 couples).The most frequently detected X-linked at-risk genes were G6PD(G6PD deficiency,236 couples),DMD(Duchenne muscular dystrophy,23 couples),and FMR1(fragile X syndrome,17 couples).After excluding GJB2 c.109G>A,the detection rate of at-risk couples was 3.91%(651/16 669),which was lowered to 1.72%(287/16 669)after further excluding G6PD.The theoretical incidence rate of severe monogenic birth defects was approximately 4.35‰(72.5/16 669).Screening for a battery of the top 22 most frequent genes in the at-risk couples could detect over 95%of at-risk couples,while screening for the top 54 genes further increased the detection rate to over 99%.Conclusion This study reveals the carrier frequencies of 223 monogenic genetic disorders in the Chinese population and provides evidence for carrier screening strategy development and panel design tailored to the Chinese population.In carrier testing,genetic counseling for specific genes or gene variants can be challenging,and the couples need to be informed of these difficulties before testing and provided with options for not screening these genes or gene variants.
8.Clinical characteristics and treatment outcomes of chronic dacryocystitis-related corneal ulcers
Qing HUANG ; Fengmei SHAN ; Jie LI ; Xiaoyu ZHANG ; Xiuhai LU ; Fuhua WANG ; Hua GAO ; Xiaolin QI
Chinese Journal of Experimental Ophthalmology 2024;42(5):442-447
Objective:To analyze the clinical characteristics and treatment outcomes of chronic dacryocystitis-related corneal ulcers and to provide a basis for the rational clinical diagnosis and treatment.Methods:An observational case series study was performed.A total of 31 patients (31 eyes) diagnosed with chronic dacryocystitis-related corneal ulcers in Eye Hospital of Shandong First Medical University were enrolled from January 2016 to January 2020, with an average age of (53.0±10.8) years.The typical ocular signs, results of the etiological examination and microbial sensitivity test, treatment process and outcomes were analyzed.This study adhered to the Declaration of Helsinki and was approved by the Ethics Committee of Eye Hospital of Shandong First Medical University (No.20191020-1).Written informed consent was obtained from each subject before any medical examination.Results:The average history of chronic dacryocystitis was (3.6±1.9) years.Corneal ulcers were mostly located in the peripheral cornea and had a rounded morphology with clear borders.The positive rate of corneal scraping was 74.2%(23/31), with bacteria in 19 eyes, fungal hyphae in 3 eyes, and both gram-positive cocci and fungal hyphae in 1 eye.The positive rate of microbial culture was 74.2%(23/31), with positive bacterial culture in 20 eyes (gram-positive cocci in 16 eyes and gram-negative bacilli in 4 eyes) and fungal growth in 3 eyes.The sensitivity rates of gram-positive cocci to vancomycin, rifampicin, moxifloxacin, and levofloxacin were 100%(16/16), 87.5%(14/16), 81.3%(13/16), and 75.0%(12/16), respectively.All patients were treated with surgery for chronic dacryocystitis, including 22 cases of endoscopic dacryocystorhinostomy, 7 cases of dacryocystectomy, and 2 cases of lacrimal duct probing combined with intubation.Among the 9 cases with an ulcer depth of <1/3 of the corneal thickness (CT), 6 cases were cured after (10.8±3.2) days of drug treatment and 3 cases underwent corneal lesion resection.The 6 patients with an ulcer depth of 1/3-2/3 of the CT underwent conjunctival flap covering surgery.Among the 16 patients with an ulcer depth of >2/3 of the CT, lamellar keratoplasty was performed in 6 cases, penetrating keratoplasty in 8 cases and evisceration in 2 cases with infectious endophthalmitis.Conclusions:Chronic dacryocystitis-related corneal ulcers are mainly located at the periphery of the cornea, and gram-positive cocci infections are the most common pathogenic bacteria.In patients with mild symptoms, corneal ulcers heal gradually after treatment with sensitive antibiotics.For patients with severe infections, appropriate surgery should be selected according to the depth of the corneal ulcer.
9.Impact of maternal stress during pregnancy on placental glucose transporters
Qi SONG ; Zhixin DU ; Liping YANG ; Junlin HOU ; Jiajia ZHAO ; Yongye WU ; Yaohui WANG ; Xiaolin LI
Acta Laboratorium Animalis Scientia Sinica 2024;32(7):828-835
Objective To investigate the effect of fear-induced stress during pregnancy on the expression of glucose transporters(GLUT)in the placenta,providing evidence for the theory of fetal damage caused by fear-induced stress during pregnancy.Methods Twenty pregnant Wistar rats were randomly divided into a control group and a model group of 10 rats each.In the model group,a fear-induced stress model was established using the modified bystander electroshock method for 20 days.After the experiment,the number of offspring and the weights of the placenta and fetal rats were measured,and the placental efficiency was calculated.Transmission electron microscopy was used to observe the morphological changes of placental cells.Bioinformatics analysis was performed to screen for differential genes in placentas affected by pregnancy stress-phobia,and gene set enrichment analysis was performed.Protein immunoblotting(Western Blot),Real-time fluorescence quantitative polymerase chain reaction(Real-time PCR),and immunohistochemistry were used to detect the expression levels of GLUT1,GLUT3,GLUT6,and GLUT7 proteins and genes.Results The placental efficiency was significantly reduced in the model group compared with that in the control group.The result of transmission electron microscopy in the model group showed that the placental microvilli were sparse and short and that the mitochondria and endoplasmic reticulum were swollen.Gene set enrichment analysis revealed that placental genes were significantly enriched in cellular glucose homeostasis in the model group compared with those in the control group.The result of Western Blot,Real-time PCR,and immunohistochemistry indicated a decrease in both the protein and gene expression levels of GLUT1,GLUT6,and GLUT7 in the placenta of pregnant rats.Conclusions Prenatal exposure to fear-induced stress may lead to adverse pregnancy outcomes.These adverse outcomes are potentially associated with reduced levels of three key GLUTs in the placenta:GLUT1,GLUT6,and GLUT7.
10.Effects and mechanism of five-element music on social behavior of offspring of stress-injured pregnant mice
Yongye WU ; Liping YANG ; Zhenqiang ZHANG ; Jiajia ZHAO ; Qi SONG ; Junlin HOU ; Yaohui WANG ; Xiaolin LI ; Xutao GUAN
Chinese Journal of Comparative Medicine 2024;34(4):28-34
Objective To investigate the effects and mechanisms of five-element music on the social behavior of the children of mothers with fear stress during pregnancy and provide a basis for the early prevention and treatment of clinical fetogenic affective disorders.Methods Forty-five pregnant mice were randomly divided into three groups:a control group,model group,and five-element music group.The model and five-element music group models were established using the bystander electric shock method.Additionally,the five-element music group was exposed to Palace Tune five-element music daily from 17:00 to 19:00 during pregnancy.On the 19th day of pregnancy,ELISA was employed to assess the levels of adrenocorticotropin(ACTH)and cortisol(CORT)in the serum of pregnant mice in each group for modeling evaluation.The offspring were subsequently grouped with their mother and underwent an 8-week-old three-box social experiment to observe their social behavior.We used the immunofluorescence double-labeling method to detect glutamatergic neuron activity in the medial prefrontal cortex(mPFC)of the offspring.High-performance liquid chromatography was employed to measure the total glutamate(Glu)content in the mPFC,while Gorky staining was used to observe changes in the dendritic spines of mPFC neurons in the offspring.Results Compared to those in the blank group,pregnant mice in the model group exhibited a significant increase in the levels of ACTH and CORT in their serum,and there was a significant decrease in the social interaction time and social novelty preference index of their offspring.There was also a significant decrease in glutamate neuron activity,glutamate content,and neuronal dendritic spine density.In contrast,compared with those in the model group,pregnant mice in the five-element music group demonstrated a reduction in the levels of ACTH and CORT in the serum,and there were improvements in the social behavior,glutamate neuron activity,glutamate content,and condition of neuronal dendritic spines in the offspring.Conclusions Intervention with five-element music effectively ameliorated the offspring's social behavior disorder result ing from prenatal fear stress;the mechanism was potentially linked to enhanced glutamate neuron activity in the mPFC region.

Result Analysis
Print
Save
E-mail