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.A study on the efficacy and safety of different radiotherapy doses in treating esophageal squamous cell carcinoma patients aged ≥ 80 years
Ping ZHANG ; Xiaodan WANG ; Wei XIE ; Quanbing SU ; Chanjun ZHEN ; Qiuying AN ; Yuhao SU ; Zhiguo ZHOU
Chinese Journal of Geriatrics 2025;44(6):788-794
Objective:To retrospectively analyze the efficacy and safety of different radiotherapy doses in treating esophageal squamous carcinoma(ESCC)patients aged ≥80 years.Methods:This retrospective study collected clinical data from ESCC patients aged ≥80 years who underwent radiotherapy at the Fourth Hospital of Hebei Medical University from January 2016 to September 2021.Observation variables included overall survival(OS), progression free survival(PFS), complete response(CR), partial response(PR), stable disease(SD), progressive disease(PD), and adverse reactions.Survival rates were estimated using the Kaplan-Meier method and compared via log-rank tests.Cox regression models were employed for multivariate analysis.Results:A total of 165 patients who met the enrollment criteria were included in this study, including 88(88/165, 53.3%)males and 77(77/165, 46.7%)females, age 80 to 100 years(median age 83 years), 66 cases(66/165, 40.0%)in the radiotherapy dose ≥60 Gy group and 99 cases(99/165, 60.0%)in the <60 Gy group.Of the 165 patients, the effective rate was 71.5%(118/165).The median overall survival(OS)of the whole group was 19.0 months, The median Progression Free Survival(PFS)for the whole group was 13 months.The results showed that radiotherapy dose, lesion length, Nutritional Risk Index(NRI), eating condition, recurrence/progression and chemotherapy were factors influencing OS.The survival of patients in the ≥60 Gy group, ≤5 cm group, well-nourished group(NRI ≥45)group, soft diet and general diet group and combined chemotherapy group is better.Cox multivariate analysis revealed that radiotherapy, dose eating condition and the lesion length were independent prognostic factors for OS.The OS rate of the radiation therapy group with a dose of ≥ 60 Gy was better than that of the<60 Gy group( P=0.001), the OS of the general or soft diet group was better than that of the semi liquid or liquid diet group( P=0.008), and the OS of the lesion length ≤ 5 cm group was better than that of the>5 cm group( P=0.020).The incidence rates of radiation-induced esophagitis, myelosuppression, radiation pneumonia, and gastrointestinal reactions in the entire group were 60.0%(99/165), 12.1%(20/165), 22.4%(37/165), and 14.5%(24/165), respectively.51.5%(85/165)of the group experienced local recurrence, 10.3%(17/165)had distant organ metastasis, and 9.1%(15/165)had non regional lymph node metastasis.As of the follow-up date, there were a total of 99 deaths in the entire group. Conclusions:For patients aged 80 years or older with esophageal cancer, higher radiation doses, better feeding and nutritional status have more beneficial for prolonged survival.Local recurrence remains the main reason for treatment failure in elderly patients with esophageal cancer.
3.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
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Lysosomes/physiology*
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Autophagy/physiology*
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Nanomedicine/methods*
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Neurodegenerative Diseases/therapy*
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Animals
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Nanostructures
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Lysosomal Storage Diseases/therapy*
4.Multimodal neuroimaging evaluation of dopaminergic function, cortical metabolism, and functional connectivity alterations in early-onset Parkinson′s disease
Yan CHANG ; Xiaodan XU ; Jiajin LIU ; Shuwei SUN ; Yungang LI ; Hengge XIE ; Chao WEI ; Yuanyan CAO ; Ruozhuo LIU ; Ruimin WANG
Chinese Journal of Radiology 2025;59(11):1260-1266
Objective:To evaluate alterations in dopaminergic neurons, cortical metabolism, and functional connectivity networks in patients with early-onset Parkinson′s disease (EOPD) using multimodal neuroimaging.Methods:In this prospective cross-sectional study, 26 patients with EOPD and 16 healthy controls (HC group) were recruited from the PLA General Hospital between April and November 2023. All participants underwent integrated 11C-β-CFT PET/MR, 18F-FDG PET/CT brain imaging and resting-state functional MRI. Clinical assessments were conducted using the Unified Parkinson′s Disease Rating Scale and Hoehn-Yahr staging. Cognitive status was evaluated using the Mini-Mental State Examination and Montreal Cognitive Assessment. Standardized uptake value ratios for both 11C-β-CFT and 18F-FDG PET images were calculated using cerebellar gray matter as the reference region. Voxel-wise two-sample t-tests were performed to identify regions with significant group differences in tracer uptake. Seed regions showing altered 11C-β-CFT or 18F-FDG uptake were used to compute seed-based functional connectivity (FC) with all other brain voxels, and group differences in FC were assessed. Correlations between imaging metrics and clinical scales were evaluated using Pearson or Spearman analyses as appropriate. Results:Compared with HC group, EOPD group showed significantly reduced 11C-β-CFT uptake in the bilateral putamen, globus pallidus, and left temporal pole ( P<0.05), and decreased 18F-FDG uptake in the right superior frontal gyrus and anterior cingulate cortex ( P<0.05). Relative to HC group, EOPD group exhibited markedly lower FC between the right putamen and the left gyrus rectus as well as the right parahippocampal gyrus; the right superior frontal gyrus and the left gyrus rectus; the anterior cingulate cortex and the olfactory area of the frontal lobe, the left gyrus rectus, and the right superior parietal gyrus; the left temporal pole and the left orbitofrontal cortex as well as the left olfactory area ( P<0.05). Correlation analyses revealed no statistically significant associations between altered FC values and clinical scale scores in the EOPD group. Conclusions:Patients with EOPD demonstrate impaired nigrostriatal dopaminergic function, regional cortical hypometabolism, and aberrant functional connectivity across multiple brain networks.
5.The value of combined detection of levels of interleukin 22 and 26 in pleural effusion and serum in the diagnosis of tuberculous pleurisy
Xiaodan YANG ; Lifeng WANG ; Yalan WEI
Chinese Journal of Postgraduates of Medicine 2025;48(5):417-422
Objective:To determine the levels of interleukin-2 (IL-22) and interleukin-26 (IL-26) in pleural effusion and serum in patients with tuberculous pleurisy, and analyze the diagnostic value of their combination for tuberculous pleurisy.Methods:From January 2016 to December 2023, 310 patients with tuberculous pleurisy admitted to Xi′an Hi-tech Hospital were included as the study group, and another 310 patients with non tuberculous pleurisy were regarded as the control group. The pleural effusion and serum samples of hospitalized patients were collected. Serum samples were collected from patients at 2 months after treatment for testing of IL-22 and IL-26 levels. The diagnostic value and correlation of IL-22 and IL-26 levels in pleural effusion and serum were analyzed.Results:Compared with the control group, the levels of pleural effusion and serum IL-26 and IL-22 in the study group were increased: (84.68 ± 12.17) ng/L vs. (69.33 ± 9.82) ng/L, (82.45 ± 11.75) ng/L vs. (39.53 ± 5.66) ng/L and (74.38 ± 10.57) ng/L vs. (53.32 ± 7.54) ng/L, (21.45 ± 3.14) ng/L vs. (14.45 ± 2.05) ng/L, and the differences were statistically significant ( P<0.01). Compared with before treatment, serum IL-26 and IL-22 levels decreased after treatment: (61.66 ± 8.72) ng/L vs. (74.38 ± 10.57) ng/L, (17.38 ± 2.59) ng/L vs. (21.45 ± 3.14) ng/L, and the difference was statistically significant ( P<0.01). The AUC of IL-26 and IL-22 in pleural effusion and serum samples in the diagnosis of tuberculous pleurisy was 0.895, 0.820, 0.929 and 0.893, respectively. The AUC of IL-26 and IL-22 combined detection in pleural effusion and serum samples in the diagnosis of tuberculous pleurisy was 0.964 and 0.970, respectively. Pleural effusion IL-26 was positively correlated with serum IL-26 ( r = 0.733, P<0.01) and positively correlated with pleural effusion IL-22 ( r = 0.544, P<0.01); pleural effusion IL-22 was positively correlated with serum IL-22 ( r = 0.532, P<0.01); serum IL-22 was positively correlated with serum IL-26 ( r = 0.619, P<0.01). Conclusions:The levels of IL-22 and IL-26 in pleural effusion and serum of patients with tuberculous pleurisy are elevated, and the two may jointly participate in the immune regulation of tuberculous pleurisy. It can be used as one of the biochemical diagnostic methods for patients with tuberculous pleurisy.
6.Separation,purification and immunomodulatory activity of polysaccharides from Polygonatum filipes
Yunyun SUN ; Ming ZHAO ; Shiyue QIN ; Sichun ZHENG ; Haoxiang ZHANG ; Xiaodan MA ; Xiaoliang LI ; Wei XU
Chinese Journal of Immunology 2025;41(1):182-188,194
Objective:To separate and purify the polysaccharides from Polygonatum filipes,characterize their primary structure and investigate the immunomodulatory effects on RAW264.7 macrophages.Methods:Crude polysaccharides from Polygonatum filipes were extracted by ultrasound assisted method,then Polygonatum filipes polysaccharides(CSPFPs)were obtained after elimination of the proteins with combined papain-Sevag method.The total sugar content was determined by phenol-sulfuric acid method.Structures of CSPFPs were analyzed by fourier transform infrared spectroscopy(FT-IR),high performance gel permeation chromatography(HPGPC)and high performance liquid chromatography(HPLC).Effects of CSPFPs on cell viability,pinocytic activity,TNF-α secretion,MAPK and NF-κB signaling pathways of RAW264.7 cells were explored by MTT,Neutral red,ELISA and Western blot,respectively.Results:Extraction rate of CSPFPs by ultrasound-assisted method was 41.61%,which contained total sugar content of 94.00%.CSPFPs with Mw of 3 125 Da was composed of arabinose(1.85%),galactose(6.14%),glucose(56.41%)and mannose(35.60%).The in vitro experiments showed that CSPFPs were non-cytotoxic and enhanced the pinocytic activity,TNF-α secretion and phosphorylation levels of p38,ERK,JNK,p65,IκB and IKK,indicating the activation of MAPK and NF-κB signaling pathways under the concentra-tion of 2.5~200 μg/ml.Conclusion:The ultrasound-assisted method can efficiently isolate CSPFPs with immunomodulatory activity,which provides basic data for the development and application of CSPFPs as an immunostimulant.
7.The value of combined detection of levels of interleukin 22 and 26 in pleural effusion and serum in the diagnosis of tuberculous pleurisy
Xiaodan YANG ; Lifeng WANG ; Yalan WEI
Chinese Journal of Postgraduates of Medicine 2025;48(5):417-422
Objective:To determine the levels of interleukin-2 (IL-22) and interleukin-26 (IL-26) in pleural effusion and serum in patients with tuberculous pleurisy, and analyze the diagnostic value of their combination for tuberculous pleurisy.Methods:From January 2016 to December 2023, 310 patients with tuberculous pleurisy admitted to Xi′an Hi-tech Hospital were included as the study group, and another 310 patients with non tuberculous pleurisy were regarded as the control group. The pleural effusion and serum samples of hospitalized patients were collected. Serum samples were collected from patients at 2 months after treatment for testing of IL-22 and IL-26 levels. The diagnostic value and correlation of IL-22 and IL-26 levels in pleural effusion and serum were analyzed.Results:Compared with the control group, the levels of pleural effusion and serum IL-26 and IL-22 in the study group were increased: (84.68 ± 12.17) ng/L vs. (69.33 ± 9.82) ng/L, (82.45 ± 11.75) ng/L vs. (39.53 ± 5.66) ng/L and (74.38 ± 10.57) ng/L vs. (53.32 ± 7.54) ng/L, (21.45 ± 3.14) ng/L vs. (14.45 ± 2.05) ng/L, and the differences were statistically significant ( P<0.01). Compared with before treatment, serum IL-26 and IL-22 levels decreased after treatment: (61.66 ± 8.72) ng/L vs. (74.38 ± 10.57) ng/L, (17.38 ± 2.59) ng/L vs. (21.45 ± 3.14) ng/L, and the difference was statistically significant ( P<0.01). The AUC of IL-26 and IL-22 in pleural effusion and serum samples in the diagnosis of tuberculous pleurisy was 0.895, 0.820, 0.929 and 0.893, respectively. The AUC of IL-26 and IL-22 combined detection in pleural effusion and serum samples in the diagnosis of tuberculous pleurisy was 0.964 and 0.970, respectively. Pleural effusion IL-26 was positively correlated with serum IL-26 ( r = 0.733, P<0.01) and positively correlated with pleural effusion IL-22 ( r = 0.544, P<0.01); pleural effusion IL-22 was positively correlated with serum IL-22 ( r = 0.532, P<0.01); serum IL-22 was positively correlated with serum IL-26 ( r = 0.619, P<0.01). Conclusions:The levels of IL-22 and IL-26 in pleural effusion and serum of patients with tuberculous pleurisy are elevated, and the two may jointly participate in the immune regulation of tuberculous pleurisy. It can be used as one of the biochemical diagnostic methods for patients with tuberculous pleurisy.
8.Multimodal neuroimaging evaluation of dopaminergic function, cortical metabolism, and functional connectivity alterations in early-onset Parkinson′s disease
Yan CHANG ; Xiaodan XU ; Jiajin LIU ; Shuwei SUN ; Yungang LI ; Hengge XIE ; Chao WEI ; Yuanyan CAO ; Ruozhuo LIU ; Ruimin WANG
Chinese Journal of Radiology 2025;59(11):1260-1266
Objective:To evaluate alterations in dopaminergic neurons, cortical metabolism, and functional connectivity networks in patients with early-onset Parkinson′s disease (EOPD) using multimodal neuroimaging.Methods:In this prospective cross-sectional study, 26 patients with EOPD and 16 healthy controls (HC group) were recruited from the PLA General Hospital between April and November 2023. All participants underwent integrated 11C-β-CFT PET/MR, 18F-FDG PET/CT brain imaging and resting-state functional MRI. Clinical assessments were conducted using the Unified Parkinson′s Disease Rating Scale and Hoehn-Yahr staging. Cognitive status was evaluated using the Mini-Mental State Examination and Montreal Cognitive Assessment. Standardized uptake value ratios for both 11C-β-CFT and 18F-FDG PET images were calculated using cerebellar gray matter as the reference region. Voxel-wise two-sample t-tests were performed to identify regions with significant group differences in tracer uptake. Seed regions showing altered 11C-β-CFT or 18F-FDG uptake were used to compute seed-based functional connectivity (FC) with all other brain voxels, and group differences in FC were assessed. Correlations between imaging metrics and clinical scales were evaluated using Pearson or Spearman analyses as appropriate. Results:Compared with HC group, EOPD group showed significantly reduced 11C-β-CFT uptake in the bilateral putamen, globus pallidus, and left temporal pole ( P<0.05), and decreased 18F-FDG uptake in the right superior frontal gyrus and anterior cingulate cortex ( P<0.05). Relative to HC group, EOPD group exhibited markedly lower FC between the right putamen and the left gyrus rectus as well as the right parahippocampal gyrus; the right superior frontal gyrus and the left gyrus rectus; the anterior cingulate cortex and the olfactory area of the frontal lobe, the left gyrus rectus, and the right superior parietal gyrus; the left temporal pole and the left orbitofrontal cortex as well as the left olfactory area ( P<0.05). Correlation analyses revealed no statistically significant associations between altered FC values and clinical scale scores in the EOPD group. Conclusions:Patients with EOPD demonstrate impaired nigrostriatal dopaminergic function, regional cortical hypometabolism, and aberrant functional connectivity across multiple brain networks.
9.Separation,purification and immunomodulatory activity of polysaccharides from Polygonatum filipes
Yunyun SUN ; Ming ZHAO ; Shiyue QIN ; Sichun ZHENG ; Haoxiang ZHANG ; Xiaodan MA ; Xiaoliang LI ; Wei XU
Chinese Journal of Immunology 2025;41(1):182-188,194
Objective:To separate and purify the polysaccharides from Polygonatum filipes,characterize their primary structure and investigate the immunomodulatory effects on RAW264.7 macrophages.Methods:Crude polysaccharides from Polygonatum filipes were extracted by ultrasound assisted method,then Polygonatum filipes polysaccharides(CSPFPs)were obtained after elimination of the proteins with combined papain-Sevag method.The total sugar content was determined by phenol-sulfuric acid method.Structures of CSPFPs were analyzed by fourier transform infrared spectroscopy(FT-IR),high performance gel permeation chromatography(HPGPC)and high performance liquid chromatography(HPLC).Effects of CSPFPs on cell viability,pinocytic activity,TNF-α secretion,MAPK and NF-κB signaling pathways of RAW264.7 cells were explored by MTT,Neutral red,ELISA and Western blot,respectively.Results:Extraction rate of CSPFPs by ultrasound-assisted method was 41.61%,which contained total sugar content of 94.00%.CSPFPs with Mw of 3 125 Da was composed of arabinose(1.85%),galactose(6.14%),glucose(56.41%)and mannose(35.60%).The in vitro experiments showed that CSPFPs were non-cytotoxic and enhanced the pinocytic activity,TNF-α secretion and phosphorylation levels of p38,ERK,JNK,p65,IκB and IKK,indicating the activation of MAPK and NF-κB signaling pathways under the concentra-tion of 2.5~200 μg/ml.Conclusion:The ultrasound-assisted method can efficiently isolate CSPFPs with immunomodulatory activity,which provides basic data for the development and application of CSPFPs as an immunostimulant.
10.A study on the efficacy and safety of different radiotherapy doses in treating esophageal squamous cell carcinoma patients aged ≥ 80 years
Ping ZHANG ; Xiaodan WANG ; Wei XIE ; Quanbing SU ; Chanjun ZHEN ; Qiuying AN ; Yuhao SU ; Zhiguo ZHOU
Chinese Journal of Geriatrics 2025;44(6):788-794
Objective:To retrospectively analyze the efficacy and safety of different radiotherapy doses in treating esophageal squamous carcinoma(ESCC)patients aged ≥80 years.Methods:This retrospective study collected clinical data from ESCC patients aged ≥80 years who underwent radiotherapy at the Fourth Hospital of Hebei Medical University from January 2016 to September 2021.Observation variables included overall survival(OS), progression free survival(PFS), complete response(CR), partial response(PR), stable disease(SD), progressive disease(PD), and adverse reactions.Survival rates were estimated using the Kaplan-Meier method and compared via log-rank tests.Cox regression models were employed for multivariate analysis.Results:A total of 165 patients who met the enrollment criteria were included in this study, including 88(88/165, 53.3%)males and 77(77/165, 46.7%)females, age 80 to 100 years(median age 83 years), 66 cases(66/165, 40.0%)in the radiotherapy dose ≥60 Gy group and 99 cases(99/165, 60.0%)in the <60 Gy group.Of the 165 patients, the effective rate was 71.5%(118/165).The median overall survival(OS)of the whole group was 19.0 months, The median Progression Free Survival(PFS)for the whole group was 13 months.The results showed that radiotherapy dose, lesion length, Nutritional Risk Index(NRI), eating condition, recurrence/progression and chemotherapy were factors influencing OS.The survival of patients in the ≥60 Gy group, ≤5 cm group, well-nourished group(NRI ≥45)group, soft diet and general diet group and combined chemotherapy group is better.Cox multivariate analysis revealed that radiotherapy, dose eating condition and the lesion length were independent prognostic factors for OS.The OS rate of the radiation therapy group with a dose of ≥ 60 Gy was better than that of the<60 Gy group( P=0.001), the OS of the general or soft diet group was better than that of the semi liquid or liquid diet group( P=0.008), and the OS of the lesion length ≤ 5 cm group was better than that of the>5 cm group( P=0.020).The incidence rates of radiation-induced esophagitis, myelosuppression, radiation pneumonia, and gastrointestinal reactions in the entire group were 60.0%(99/165), 12.1%(20/165), 22.4%(37/165), and 14.5%(24/165), respectively.51.5%(85/165)of the group experienced local recurrence, 10.3%(17/165)had distant organ metastasis, and 9.1%(15/165)had non regional lymph node metastasis.As of the follow-up date, there were a total of 99 deaths in the entire group. Conclusions:For patients aged 80 years or older with esophageal cancer, higher radiation doses, better feeding and nutritional status have more beneficial for prolonged survival.Local recurrence remains the main reason for treatment failure in elderly patients with esophageal cancer.

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