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.CAR-T cell therapy for gastric cancer:advances and challenges from target discovery to clinical translation
Liu LIAN ; Tao MIN ; Li JIARUI ; Liu CHANG ; Qi CHANGSONG ; Shen LIN
Chinese Journal of Clinical Oncology 2025;52(16):820-825
Gastric cancer is a malignant tumor with high prevalence worldwide and limited therapeutic options.Chimeric antigen receptor T-cell(CAR-T)therapy has emerged as a promising approach for gastric cancer treatment;however,its application faces substantial challenges.This review provides comprehensive summary of the recent advances in CAR-T cell therapy for gastric cancer,systematic analysis of critical break throughs and core challenges from target discovery to clinical translation,and outlining of future perspectives.We describe the criter-ia for ideal target selection and highlight the current research landscape of major targets,including CLDN18.2 that demonstrated efficacy,and targets facing distinct challenges,including HER-2,CEA,EpCAM,and MUC1.This review also finely dissects three central barriers restrict-ing CAR-T cell efficacy,and discusses corresponding countermeasures:overcoming the immunosuppressive tumor microenvironment through strategies such as local delivery,armored CAR-T cells,and combination therapies;engineering approaches including affinity modula-tion and logic-gate designs to mitigate on-target/off-tumor toxicity;and optimization of manufacturing processes and reduction of costs via early leukapheresis,rapid production platforms,and universal CAR-T cell strategies.Future multidimensional,integrative,and innovative strategies are pivotal for achieving comprehensive break throughs in CAR-T cell therapy for solid tumors.
3.Exploration on Cell Pyroptosis in Acute Lung Injury Based on"Yin-yang"Theory and"Pathogenic Factors and Healthy Qi"Theory
Linfeng RUAN ; Yali LUO ; Xiaofeng QI ; Linna MA ; Nini LIAN ; Mengyong XIAO ; Yongqi LIU
Chinese Journal of Information on Traditional Chinese Medicine 2025;32(4):19-24
In the pathological process of acute lung injury,uncontrolled inflammatory response will lead to severe consequences,and pyroptosis plays a vital factor in a cell programmed inflammatory necrosis.When the body is imbalanced due to excessive pyroptosis,it can lead to lung injury in the lungs.TCM emphasizes the balance of the body and the balance of yin and yang.Based on the"yin-yang"theory and"pathogenic factors and healthy qi"theory of TCM,this article discussed the yin-yang changes,growth and decline,and opposing constraints of cell pyroptosis in the occurrence and development of acute lung injury at the cellular level,and explained the possible basis of TCM in preventing and treating cell pyroptosis,providing theoretical reference for the intervention of TCM in the prevention and treatment of acute lung injury with cell pyroptosis.
4.RXRα modulates hepatic stellate cell activation and liver fibrosis by targeting CaMKKβ-AMPKα axis.
Lijun CAI ; Meimei YIN ; Shuangzhou PENG ; Fen LIN ; Liangliang LAI ; Xindao ZHANG ; Lei XIE ; Chuanying WANG ; Huiying ZHOU ; Yunfeng ZHAN ; Gulimiran ALITONGBIEKE ; Baohuan LIAN ; Zhibin SU ; Tenghui LIU ; Yuqi ZHOU ; Zongxi LI ; Xiaohui CHEN ; Qi ZHAO ; Ting DENG ; Lulu CHEN ; Jingwei SU ; Luoyan SHENG ; Ying SU ; Ling-Juan ZHANG ; Fu-Quan JIANG ; Xiao-Kun ZHANG
Acta Pharmaceutica Sinica B 2025;15(7):3611-3631
Hepatic stellate cells (HSCs) are the primary fibrogenic cells in the liver, and their activation plays a crucial role in the development and progression of hepatic fibrosis. Here, we report that retinoid X receptor-alpha (RXRα), a unique member of the nuclear receptor superfamily, is a key modulator of HSC activation and liver fibrosis. RXRα exerts its effects by modulating calcium/calmodulin-dependent protein kinase kinase β (CaMKKβ)-mediated activation of AMP-activated protein kinase-alpha (AMPKα). In addition, we demonstrate that K-80003, which binds RXRα by a unique mechanism, effectively suppresses HSC activation, proliferation, and migration, thereby inhibiting liver fibrosis in the CCl4 and amylin liver NASH (AMLN) diet animal models. The effect is mediated by AMPKα activation, promoting mitophagy in HSCs. Mechanistically, K-80003 activates AMPKα by inducing RXRα to form condensates with CaMKKβ and AMPKα via a two-phase process. The formation of RXRα condensates is driven by its N-terminal intrinsic disorder region and requires phosphorylation by CaMKKβ. Our results reveal a crucial role of RXRα in liver fibrosis regulation through modulating mitochondrial activities in HSCs. Furthermore, they suggest that K-80003 and related RXRα modulators hold promise as therapeutic agents for fibrosis-related diseases.
5.Study on the current situation and influencing factors of nutritional risk in children in PICU
Lian-Ye LI ; Ying-Jie DUAN ; Guang-Yu LI ; Qi LI ; Mao MAO ; Yu TIAN ; Dong-Xue LÜ ; Wei ZHANG ; Xin-Hui LIU
Parenteral & Enteral Nutrition 2025;32(1):23-28
Objective:To investigate the nutritional risk status of children in PICU and analyze its influencing factors.Methods:From July 2021 to February 2023,all children aged 1 to 18 years admitted to PICU of Beijing Children's Hospital were investigated by using the pediatric Yorkhill Malnutrition Scoring tool(PYMS)and the clinical data questionnaire.Results:A total of 492 children in PICU were enrolled.The first nutritional risk screening results showed that there were 32 cases of no/low nutritional risk(6.5%),76 cases of medium risk(15.4%),and 384 cases of high risk(78.1%).The incidence of medium/high nutritional risk was as high as 93.5%.The PYMS score of nutritional risk in PICU was(2.61±1.42).The results of multiple linear regression analysis showed that weight,fever time before admission,white blood cells,body mass index,primary diagnosis,father's education,and diet before illness were the main influencing factors of nutritional risk of children in PICU(P<0.05).Conclusion:Children in PICU are in a state of high nutritional risk.It is suggested that children in PICU should carry out nutritional screening in a standardized manner,identify children with high nutritional risk and its influencing factors early.To actively conduct nutritional assessment and nutritional intervention could improve the clinical outcome of children in PICU.
6.Construction and validation of a risk prediction model for 28-day mortality in patients with sepsis-associated acute kidney injury
Jiang-Ming ZHANG ; Ze-Qian WANG ; Cun-Lian XU ; Pai DENG ; Yang WU ; Min-Jun QI ; Lu-Mei MA ; Wei-Qing YAO ; Dong LIU ; Dong-Mei LIU
Medical Journal of Chinese People's Liberation Army 2025;50(8):935-942
Objective To explore the risk factors for 28-day mortality of sepsis-associated acute kidney injury(SA-AKI)patients and to develop a nomogram risk prediction model.Methods A retrospective cohort study was conducted,involving 184 patients with SA-AKI admitted to the intensive care unit(ICU)of the 940th Hospital of Joint Logistic Support Force of PLA between January 2017 and December 2022.Patients were categorized into survival(n=135)and non-survival(n=49)groups based on 28-day mortality.Clinical data were collected,and statistically significant risk factors were preliminarily screened.Multivariate stepwise logistic regression analysis was performed to identify independent risk factors for 28-day mortality of SA-AKI patients.A nomogram predictive model was constructed using these factors,and internally validated with the Bootstrap method.The receiver operating characteristic curve(ROC curve)was drawn,and the area under the ROC curve(AUC)was calculated to verify the predictive value and accuracy of the model.Results The 28-day mortality rate among 184 SA-AKI patients was 26.6%(49/184).Multivariate stepwise logistic regression analysis identified multiple organ dysfunction syndrome(MODS)(OR=16.393,95%CI 4.317-62.254,P<0.001),high acute physiology and chronic health evaluation Ⅱ(APACHE Ⅱ)score(OR=1.097,95%CI 1.036-1.161,P=0.002),low oxygenation index(OR=0.992,95%CI 0.986-0.998,P=0.015),low neutrophil count(OR=0.912,95%CI 0.860-0.968,P=0.002)and low fibrinogen concentration(OR=0.733,95%CI 0.549-0.978,P=0.034)as independent risk factors.The prediction model equation was P=1/1+e-logit(P),logit(P)=-1.626+2.797×MODS+0.092×AP ACHE Ⅱ+(-0.311)×fibrinogen+(-0.092)×neutrophil count+(-0.008)×oxygenation index.Internal validation with 1000 Bootstrap resamples showed high consistency between predicted and actual values.ROC analysis showed an AUC of 0.911(95%CI 0.868-0.955,P<0.05)for the model,with 93.9%sensitivity and 78.5%specificity at a cut-off of 0.194.The Hosmer-Lemeshow test confirmed good calibration(P=0.62),and decision-making curve analysis demonstrated clinical utility within the high-risk threshold range(0.1-0.9).Conclusions MODS,high APACHE Ⅱ score,low oxygenation index,low neutrophil count,and low fibrinogen concentration are independent risk factors for 28-day mortality in SA-AKI patients.The developed nomogram risk prediction model may provide important guidance for predicting 28-day mortality in SA-AKI patients.
7.Design research on a novel medical detection device for hospital infection prevention and control based on quality function deployment
Shirui LIU ; Zhegong PENG ; Bende LIU ; Lian QI
China Medical Equipment 2025;22(4):143-149
Objective:To design and optimize a novel medical detection device of prevention and control for nosocomial infection based on quality function deployment(QFD),so as to enhance the safety and prevention efficiency of medical test.Methods:The design requirements of the device of prevention and control for nosocomial infection were systematically analyzed through QFD method.The requirements of users were integrated and converted into special technical characteristics.And then,the novel medical detection device of prevention and control for nosocomial infection based on QFD was designed.Laboratory testing,simulated clinical testing,and a small-scale clinical trial involved 50 patients from Union Hospital,Tongji Medical College,Huazhong University of Science and Technology were adopted to assess the convenience of operation,and reliability and safety of the results of this device in clinical work.Results:A closed detection device that integrated processing sample,reaction detection and pathogen inactivation was designed,which could reduce operational risks and improve detection efficiency.The sensitivity and specificity of the detection of this device were respectively 97.5%and 95.2%in test of laboratory,and error of repeatability was less than±1.5%.The test time of that was shortened from 30 min of test by conventional equipment to 21 min.The accuracy rate of that in testing 50 patients of clinical trial was 96.8%,and average testing time of each case was 3.5 minutes.Conclusion:The novel medical detection device of prevention and control for nosocomial infection that is designed and optimized by QFD method can effectively enhance the safety and efficiency of medical test,and reduce biosafety risks during operations process.It can provide important theoretical support for the design of medical test device in prevention and control for nosocomial infection.
8.METTL3 Regulates the Proliferation,Migration,and Invasion of Uveal Melanoma Cell via Modifying m6A Methylation
Meilan WANG ; Tianqi ZHAO ; Qi SHI ; Lili HAO ; Lian LIU
Journal of Sun Yat-sen University(Medical Sciences) 2025;46(4):628-638
[Objectives]To investigate the effect of METTL3 on the malignant biological behaviors of uveal melanoma cells and to verify whether this effect is related to m6A methylation.[Methods]Uveal melanoma cell models with METTL3 knockdown,overexpression,and point mutations at m6A-related catalytic sites were constructed via lentivirus transfection.Transwell assays were used to assess cell migration and invasion;CCK8 assays were used to measure cell proliferation and flow cytometry was used to analyze apoptosis and cycle changes.[Results]The proliferation,migration and invasion abilities of C918 and MUM-2B cells with METTL3 knockdown were significantly decreased(P<0.001),while the apoptosis rate was increased.The proportion of cells in G1 phase significantly increased,whereas the proportion in the S phase significantly decreased.Cells overexpressing METTL3 showed significantly enhanced proliferation,migration and invasion abilities(P<0.001),along with a decreased apoptosis rate.In C918 cells,the proportion of cells in G1 phase decreased significantly,while the proportion in S phase increased significantly.The cell cycle distribution of MUM-2B cells did not change remarkably.Following point mutation of m6A-related catalytic sites,cell proliferation,migration and invasion decreased,and the apoptosis rate increased.In MUM-2B cells,the percentage of cells in G1 phase significantly increased;the percentage in S phase significantly decreased and the percentage in G2 phase slightly decreased.In C918 cells,the percentage of G1 phase cells significantly increased,with no significant changes in the proportions of S and G2 phases.[Conclusions]The proliferation,invasion and metastasis of uveal melanoma cells were positively correlated with the expression of METTL3,while the apoptosis rate was negatively correlated.Changes in METTL3 levels differentially affect the cell cycles in different cell lines.The effects of METTL3 on the proliferation,migration and invasion of uveal melanoma cells are related to m6A methylation modification.
9.Clinical value of the two-dimensional speckle tracking technique for evaluating cardiac shape remodeling in small for gestational age fetuses
Chen ZHU ; Qi CAI ; Yun-yun REN ; Rui LIU ; Man LI ; Jin-lian XIANG
Fudan University Journal of Medical Sciences 2025;52(2):209-215
Objective To obtain measurements of fetal four-chamber view and left and right ventricular shapes using two-dimensional speckle tracking,and to explore the clinical quantification of cardiac shape remodeling in small for gestational age(SGA)fetuses.Methods In this study,we prospectively collected data on singleton pregnancies from 28 to 39 weeks that were established in the archives of Obstetrics and Gynecology Hospital,Fudan University from May 2020 to Jul 2021.Fetuses eligible for inclusion criteria were randomly matched according to the ratio of estimated fetal weight(EFW)≥10th percentile(P10)∶EFW
10.CAR-T cell therapy for gastric cancer:advances and challenges from target discovery to clinical translation
Liu LIAN ; Tao MIN ; Li JIARUI ; Liu CHANG ; Qi CHANGSONG ; Shen LIN
Chinese Journal of Clinical Oncology 2025;52(16):820-825
Gastric cancer is a malignant tumor with high prevalence worldwide and limited therapeutic options.Chimeric antigen receptor T-cell(CAR-T)therapy has emerged as a promising approach for gastric cancer treatment;however,its application faces substantial challenges.This review provides comprehensive summary of the recent advances in CAR-T cell therapy for gastric cancer,systematic analysis of critical break throughs and core challenges from target discovery to clinical translation,and outlining of future perspectives.We describe the criter-ia for ideal target selection and highlight the current research landscape of major targets,including CLDN18.2 that demonstrated efficacy,and targets facing distinct challenges,including HER-2,CEA,EpCAM,and MUC1.This review also finely dissects three central barriers restrict-ing CAR-T cell efficacy,and discusses corresponding countermeasures:overcoming the immunosuppressive tumor microenvironment through strategies such as local delivery,armored CAR-T cells,and combination therapies;engineering approaches including affinity modula-tion and logic-gate designs to mitigate on-target/off-tumor toxicity;and optimization of manufacturing processes and reduction of costs via early leukapheresis,rapid production platforms,and universal CAR-T cell strategies.Future multidimensional,integrative,and innovative strategies are pivotal for achieving comprehensive break throughs in CAR-T cell therapy for solid tumors.

Result Analysis
Print
Save
E-mail