1.Construction and efficacy verification of an intelligent pharmaceutical Q&A platform based on AI hallucination-suppression
Zhengwang WEN ; Jiaying WANG ; Wenyue YANG ; Haoyu YANG ; Xiao MA ; Yun LIU
China Pharmacy 2026;37(2):226-231
OBJECTIVE To construct an intelligent pharmaceutical Q&A platform for precision medication with low “artificial intelligence (AI) hallucination”, aiming to enhance the accuracy, consistency, and traceability of medication consultations. METHODS Medication package inserts were batch-processed and converted into structured data through Python programming to build a local pharmaceutical knowledge base. The retrieval and question-answering processes were designed based on large language models, and system integration and localized deployment were completed on Dify platform. By designing typical clinical medication questions and comparing the output of the intelligent pharmaceutical Q&A platform with the online version of DeepSeek across dimensions such as peak time retrieval, half-life, and dosage adjustment reasoning for patients with renal impairment, the accuracy and reliability of its retrieval and reasoning results were evaluated. RESULTS The intelligent pharmaceutical Q&A platform, constructed based on local drug package inserts, achieved 100% accuracy in retrieval and reasoning for peak time, half-life, and dosage adjustment schemes. In comparison, the online version of DeepSeek demonstrated accuracies of 30%(6/20), 50%(10/20), and 38%(23/60) across these three dimensions, respectively. CONCLUSIONS The constructed intelligent pharmaceutical Q&A platform is capable of accurately retrieving and extracting information from the local knowledge base based on clinical inquiries, thereby avoiding the occurrence of AI hallucinations and providing reliable medication decision support for healthcare professionals.
2.Construction of a risk profile and nursing recommendations for the community-dwelling elderly at high risk of osteosarcopenia
Jiaying YU ; Chuyun XU ; Yu LI ; Dongchi MA ; Lili YANG
Chinese Journal of Nursing 2025;60(14):1757-1763
Objective To assess the current status and influencing factors of high-risk populations for osteosarcopenia in elderly community residents,and to construct a health portrait for this group,revealing population characteristics and differences.Methods A convenience sampling method was employed to recruit 800 community-dwelling older adults in Hangzhou,China,between August and December 2024.Data were collected using the following validated instruments,namely the General Information Questionnaire,Age-adjusted Charlson Comorbidity Index,Chinese version of the Nutritional Form for the Elderly,Osteoporosis Self-Efficacy Scale,Social Frailty Screening Tool,Osteoporosis Risk One-Minute Test,and Osteoporosis Self-Assessment Tool for Asians.Additionally,objective physical measurements were obtained,including calf circumference,handgrip strength,and five-times sit-to-stand test time.The influencing factors were analyzed using univariate analysis and binary logistic regression,and two-step cluster analysis was employed for clustering to construct group profiles.Results 770 valid questionnaires were collected.The detection rate of high-risk osteosarcopenia in the elderly community is 27.53%.Older age,low BMI,prolonged sitting,chronic pain,low intake of soy products,low osteoporosis self-efficacy,and high social frailty are associated with a higher risk of osteosarcopenia.Totally 3 population portraits were constructed through clustering,including health-maintenance type,risk-ignoring type,and active management type.Conclusion The detection rate of high-risk elderly individuals with osteosarcopenia in communities is relatively high,with significant differences across groups.Intervention strategies can be proposed based on different group characteristics,providing a reference for precise interventions.
3.Effects of heme-binding protein 1 gene knockdown on proliferation,migration,and inflammatory response of microglia BV2 and their mechanisms
Sifan FENG ; Yunfeng LI ; Jiaying WANG ; Fubin MA ; Yan WANG
Journal of Jilin University(Medicine Edition) 2025;51(6):1532-1541
Objective:To explore the effect of heme-binding protein 1(HEBP1)down-regulation on the function of microglia BV2,and to clarify the key role of HEBP1 in the microglia.Methods:Negative control and HEBP1 knockdown small interfering RNA(siRNA)were constructed to knockdown HEBP1 gene in mouse-derived microglial BV2,and the HEBP1 knockdown BV2 cell models were obtained.The BV2 cells were divided into si-NC group,si-HEBP1-1 group,si-HEBP1-2 group,and si-HEBP1-3 group.Real-time fluorescence quantitative PCR(RT-qPCR)and Western blotting methods were used to detect the expression levels of HEBP1 mRNA and protein in the BV2 cells after knockdown;the siRNA with the most significart knockdown effect was selected for stlbsequent expreriments.The proliferation abilities of the cells in si-NC group and si-HEBP1 group were detected by cell counting kit-8(CCK-8)assay,and the cell migration rates were assessed by scratch assay;the cellular mitochondrial membrane potential and reactive oxygen species(ROS)levels were detected by kits;the cellular mitochondrial respiratory function was detected by mitochondrial respirometer.The BV2 cells were divided into si-NC group,si-NC+lipopolysacch aride(LPS)group,si-HEBP1 group,and si-HEBP1+LPS group.RT-qPCR method was used to detect the expression levels of HEBP1,interleukin-1β(IL-1β),tumor necrosis factor-α(TNF-α),and interleukin-6(IL-6)mRNA in the BV2 cells in various groups,and Western blotting method was used to detect the expression levels of HEBP1 protein in the BV2 cells in various groups.Results:When the BV2 cells were transfected with siRNA carrying with red fluorescence tag CY3,the transfect effricacy was above 90%;compared with si-NC group,the expression levels of HEBP1 protein in the BV2 cells in si-HEBP1-1 group,si-HEBP1-2 group,and si-HEBP1-3 group were significantly decreased(P<0.05 or P<0.01),especially in si-HEBP1-1 group.Compared with si-NC group,the expression levels of HEBP1 mRNA in the BV2 cells in si-HEBP1-1 group,si-HEBP1-2 group,and si-HEBP1-3 group were significantly decreased(P<0.01),especially in si-HEBP1-1 group;indicating that si-HEBP1-1 was the siRNA with best HEBP1 knowdown effect,and the HEBP1 knockdown BV2 cell model was successfully constructed.The CCK-8 resuts showed that compared with si-NC group,the proliferation activities of the BV2 cells in si-HEBP1 group were decreased(P<0.05 or P<0.01);from 90 min,the differences in proliferation activities of the BV2 cells in two groups were obvious.The cell scratch experiment results showed that compared with si-NC group,the cell migration rate in si-HEBP1 group was significantly decreased(P<0.05).The fluorescence microscope results showed that compared with si-NC group,the mitochondrial membrane potential of the BV2 cells in si-HEBP1 group was significantly decreased(P<0.05);compared with si-NC group,the ROS level in the BV2 cells in si-HEBP1 group was significantly increased(P<0.05).The mitochondrial respiration function testing results showed that compared with si-NC group,routine respiration(ROUNTINE)and leak respiration(LEAK)in si-HEBP1 group were significautly decreased(P<0.05 or P<0.01),and electron transfer system capacity(ETS)and residual oxygen consumption(ROX)had no significant differences(P>0.05);the ATP amount was decreased(P<0.05).The RT-qPCR results showed that compared with si-NC group,the expression levels of IL-1β,TNF-α,and IL-6 mRNA in the BV2 cells in si-NC+LPS group were significantly decreased(P<0.01);compared with si-HEBP1 group,the expression levels of IL-1β,TNF-α,and IL-6 mRNA in the BV2 cells in si-HEBP1+LPS group were significantly decreased(P<0.01);compared with si-NC+LPS group,the expression levels of IL-1β,TNF-α,and IL-6 mRNA in the BV2 cells in si-HEBP1+LPS group were significantly increased(P<0.01).Conclusion:Knockdown of HEBP1 gene can decrease the proliferation and migration abilities of the microglia BV2 and increase inflammatory response to LPS stimulus,and their mechanisms may be related to mitochondrial function damage and decreased ATP production of the BV2 cells.
4.Real world clinical data analysis of fuzuloparib for the treatment of ovarian epithelial cancer patients
Danhui WENG ; Jie JIANG ; Yingjie YANG ; Mingqian LU ; Jiaying BAI ; Ming LIU ; Xiaoling LI ; Jun TIAN ; Yutao GUAN ; Quan LI ; Liang CHEN ; Qiubo LYU ; Lixia MA ; Yali WANG ; Huicheng XU ; Hailong GUO ; Li SUN ; Ding MA ; Qinglei GAO
Chinese Journal of Obstetrics and Gynecology 2025;60(8):590-599
Objective:To evaluate the safety and effectiveness of fuzuloparib for the treatment of ovarian epithelial cancer patients in the real world setting.Methods:A retrospective analysis was conducted on the baseline data of 4 620 ovarian cancer patients who had received fuzuloparib monotherapy or combination therapy. Another 224 ovarian cancer patients who were willing to receive fuzuloparib monotherapy or combination therapy were prospectively enrolled, and their baseline characteristics, drug effectiveness, and safety data were analyzed.Results:(1) Among the 4 620 patients in the retrospective cohort, the median age of patients was 60 years; tumor types: 89.8% (4 149/4 620) had ovarian cancer. Among patients with clearly documented information, the vast majority had a histological type of serous carcinoma (82.9%, 3 770/4 546) and International Federation of Gynecology and Obstetrics (FIGO) staging of Ⅲ-Ⅳ (90.9%, 1 537/1 691). (2) Among the 224 patients in the prospective cohort, the median age of patients was 57 years; tumor types: 83.9% (188/224) had ovarian cancer. Among patients with clearly documented records, the predominant pathologic type was serous carcinoma (91.9%, 193/210), and FIGO stage was Ⅲ-Ⅳ in 79.9% (139/174). (3) Among the 224 prospective patients: 84 patients received first-line fluzoparib maintenance therapy, 92 patients received fluzoparib maintenance therapy after platinum-sensitive recurrence, 23 patients received direct fluzoparib treatment after platinum-sensitive recurrence, 19 patients received direct fluzoparib treatment after platinum-resistant recurrence. The median follow-up durations were 8.5, 8.7, 7.9, and 6.7 months, respectively. The median durations of fluzoparib treatment were 6.7, 4.8, 3.1, and 1.9 months, respectively. The median progression-free survival (PFS) times were not reached during follow-up, 12.6 months, not reached during follow-up, and 4.8 months, respectively. The 1-year PFS rates were 84.1%, 55.0%, 69.8%, and 45.5%, respectively. The remaining 6 patients received other fluzoparib regimens. (4) Among the 224 patients in the prospective dataset, 205 had safety data recorded. Of these, 127 patients (62.0%, 127/205) experienced treatment-related adverse events, with common events including anemia (24.4%, 50/205), thrombocytopenia (21.0%, 43/205), and leukopenia (19.5%, 40/205). Among the 205 patients, 43 (21.0%, 43/205) experienced grade 3 or higher treatment-related adverse events, with common events including anemia (8.3%, 17/205) and thrombocytopenia (8.3%, 17/205).Conclusions:The effectiveness of fuzuloparib in clinical application is generally consistent with other drugs in the same class, with good safety. This study provids new clinical evidence for the treatment of ovarian cancer with fuzuloparib.
5.Prediction of development trends and spatial distribution of traditional Chinese medicine hospitals in China
Minghui GENG ; Jinping LUO ; Jiaying SUN ; Yifan MOU ; Baoxuan ZHANG ; Wenqiang YIN ; Zhongming CHEN ; Dongping MA
Chinese Journal of Hospital Administration 2025;41(1):21-26
Objective:To analyze the current development status and spatial distribution characteristics of traditional Chinese medicine (TCM) hospitals in China, predict the changing trends of the number of TCM hospitals, the number of beds, and the number of physicians, and provide references for the development of TCM hospitals and the formulation of related policies.Methods:From the official websites of the National Bureau of Statistics and the State Administration of Traditional Chinese Medicine, the total population and number of TCM hospitals of 31 provinces (excluding China′s Hong Kong, Macao, and Taiwan) in China from 2013 to 2022 were included, as well as the number of beds and practicing (assistant) physicians in TCM hospitals from 2013 to 2021. The grey prediction model was applied to predict the changing trends of the number of TCM hospitals, beds and physicians. Using the global Moran′s I index in spatial autocorrelation analysis, the distribution of TCM hospitals per 10 000 people in China was analyzed by spatial correlation analysis, and local G coefficient was analyzed by local hot spots.Results:From 2013 to 2027, the number of TCM hospitals, beds and practicing (assistant) TCM physicians in China all showed an increasing trend year by year. The number of TCM hospitals per 10 000 people in China showed a spatial correlation between 2013 and 2022 ( P<0.05). The hot spots of TCM hospitals were mainly concentrated in North China and Northeast China, while the cold spots were mainly concentrated in southeast coastal areas and Northwest China. Conclusions:The number of TCM hospitals in China is increasing year by year, but it is necessary to control the reasonable increase and avoid blind expansion. It is necessary to formulate regional policies of TCM hospitals according to local conditions and pay attention to the individuation of policies. Focus on hot and cold areas to promote balanced development of TCM hospitals.
6.Optineurin restrains CCR7 degradation to guide type II collagen-stimulated dendritic cell migration in rheumatoid arthritis.
Wenxiang HONG ; Hongbo MA ; Zhaoxu YANG ; Jiaying WANG ; Bowen PENG ; Longling WANG ; Yiwen DU ; Lijun YANG ; Lijiang ZHANG ; Zhibin LI ; Han HUANG ; Difeng ZHU ; Bo YANG ; Qiaojun HE ; Jiajia WANG ; Qinjie WENG
Acta Pharmaceutica Sinica B 2025;15(3):1626-1642
Dendritic cells (DCs) serve as the primary antigen-presenting cells in autoimmune diseases, like rheumatoid arthritis (RA), and exhibit distinct signaling profiles due to antigenic diversity. Type II collagen (CII) has been recognized as an RA-specific antigen; however, little is known about CII-stimulated DCs, limiting the development of RA-specific therapeutic interventions. In this study, we show that CII-stimulated DCs display a preferential gene expression profile associated with migration, offering a new perspective for targeting DC migration in RA treatment. Then, saikosaponin D (SSD) was identified as a compound capable of blocking CII-induced DC migration and effectively ameliorating arthritis. Optineurin (OPTN) is further revealed as a potential SSD target, with Optn deletion impairing CII-pulsed DC migration without affecting maturation. Function analyses uncover that OPTN prevents the proteasomal transport and ubiquitin-dependent degradation of C-C chemokine receptor 7 (CCR7), a pivotal chemokine receptor in DC migration. Optn-deficient DCs exhibit reduced CCR7 expression, leading to slower migration in CII-surrounded environment, thus alleviating arthritis progression. Our findings underscore the significance of antigen-specific DC activation in RA and suggest OPTN is a crucial regulator of CII-specific DC migration. OPTN emerges as a promising drug target for RA, potentially offering significant value for the therapeutic management of RA.
7.Ablation of macrophage transcriptional factor FoxO1 protects against ischemia-reperfusion injury-induced acute kidney injury.
Yao HE ; Xue YANG ; Chenyu ZHANG ; Min DENG ; Bin TU ; Qian LIU ; Jiaying CAI ; Ying ZHANG ; Li SU ; Zhiwen YANG ; Hongfeng XU ; Zhongyuan ZHENG ; Qun MA ; Xi WANG ; Xuejun LI ; Linlin LI ; Long ZHANG ; Yongzhuo HUANG ; Lu TIE
Acta Pharmaceutica Sinica B 2025;15(6):3107-3124
Acute kidney injury (AKI) has high morbidity and mortality, but effective clinical drugs and management are lacking. Previous studies have suggested that macrophages play a crucial role in the inflammatory response to AKI and may serve as potential therapeutic targets. Emerging evidence has highlighted the importance of forkhead box protein O1 (FoxO1) in mediating macrophage activation and polarization in various diseases, but the specific mechanisms by which FoxO1 regulates macrophages during AKI remain unclear. The present study aimed to investigate the role of FoxO1 in macrophages in the pathogenesis of AKI. We observed a significant upregulation of FoxO1 in kidney macrophages following ischemia-reperfusion (I/R) injury. Additionally, our findings demonstrated that the administration of FoxO1 inhibitor AS1842856-encapsulated liposome (AS-Lipo), mainly acting on macrophages, effectively mitigated renal injury induced by I/R injury in mice. By generating myeloid-specific FoxO1-knockout mice, we further observed that the deficiency of FoxO1 in myeloid cells protected against I/R injury-induced AKI. Furthermore, our study provided evidence of FoxO1's pivotal role in macrophage chemotaxis, inflammation, and migration. Moreover, the impact of FoxO1 on the regulation of macrophage migration was mediated through RhoA guanine nucleotide exchange factor 1 (ARHGEF1), indicating that ARHGEF1 may serve as a potential intermediary between FoxO1 and the activity of the RhoA pathway. Consequently, our findings propose that FoxO1 plays a crucial role as a mediator and biomarker in the context of AKI. Targeting macrophage FoxO1 pharmacologically could potentially offer a promising therapeutic approach for AKI.
8.Development and validation of a nomogram model for predicting the risk of ventilator-associated pneumonia in patients with mechanical ventilation
Jiaying LI ; Guifang LI ; Ziqing LIU ; Hongxiao YANG ; Jincong WANG ; Xingyu YANG ; Qiuyan YANG ; Yao BIAN ; Rong MA
Chinese Journal of Emergency Medicine 2025;34(1):47-54
Objective:To develop a nomogram model for predicting the risk of ventilator-associated pneumonia (VAP) in patients with mechanical ventilation (MV) and to validate the stability of the prediction performance of the model.Methods:The patients with MV admitted to the Department of Critical Care Medicine of General Hospital of Ningxia Medical University from January 2019 to December 2022 were retrospectively selected according to the order of admission. The patients with MV were divided into the non-VAP group and the VAP group according to whether VAP occurred. The clinical data of the two groups, including general information, disease, medication, condition, and operation-related indicators were collected as candidate predictors of the model for comparison. Multivariate logistic stepwise forward regression analysis was used to screen the predictors that finally entered the model, and a nomogram model was constructed. The model discrimination was evaluated by the area under the receiver operating characteristic curve (AUC), the diagnostic test results of the model at the predicted threshold were calculated, the Hosmer-Lemeshow test was used to evaluate the model fit, and the Bootstrap resampling was used 1 000 times for internal validation, and model calibration and clinical applicability were evaluated by calibration curve and decision analysis curve, respectively.Results:A total of 1 250 patients with MV were included, including 1 102 patients in the non-VAP group and 148 patients in the VAP group, and the prevalence of VAP was 11.8%. The detection of multidrug-resistant organisms, chronic kidney disease, brain injury, oxygenation index, the place of tracheal intubation, reintubation, use of bronchoscopy, use of antibiotics, and MV duration were model predictors of VAP. The AUC of the nomogram model was 0.917 (95% CI: 0.895-0.939), the maximum Youden index of 0.697 corresponded to a prediction threshold of 0.096. The model accuracy, sensitivity and specificity were 0.836, 0.865, and 0.832, respectively. The positive predictive value and the negative predictive value were 0.409 and 0.979, respectively. The Hosmer- Lemeshow test indicated that the model fit well ( P=0.938). The results of the internal validation of the model showed that the predicted risk of the calibration curve was generally consistent with the actual risk, and the decision threshold probability of the decision analysis curve ranged from 2% to 90%. Conclusions:The nomogram model developed in this study is simple, convenient and has relatively stable prediction performance, which can be externally validated to evaluate the extrapolation of the model, and provide a basis for individualized clinical prediction of the risk of VAP in patients with MV.
9.Analysis of suicide methods and demographic characteristics of attempted suicide patients in Baise City
Jiaying LI ; Xinyu BAI ; Yourong CAO ; Qianwei HUANG ; PHILLIPS Michael R ; Zhenyu MA
Chinese Mental Health Journal 2025;39(10):849-855
Objective:To analyze suicide methods and demographic characteristics of attempted suicide pa-tients in Baise City,Guangxi and to provide the basis for suicide intervention.Methods:A retrospective analysis method was conducted on the case data of attempted suicide patients treated in the emergency departments of 14 general hospitals in Baise City from 2018 to 2021.The situation of attempted suicide patients was recorded using the suicide patient information collection forms.Results:Among the 2 529 attempted suicide patients,1 636 committed-suicide by taking pesticides,557 used therapeutic drugs,112 used rodenticides,and 53 used carbonmonoxide(CO).The proportion of male and farmer suicides by taking pesticides was higher,and the proportion of female and non-farmer suicides by taking therapeutic drugs was higher.Multivariate analysis showed that the proportion of patients aged 45-60 years old patients who took pesticide was higher(OR=3.18),while the proportion of patients aged 45~60 who took therapeutic drugs was lower(OR=0.19).The proportion of suicides taking pesticides and using carbon monoxide significantly decreased in 2020(OR=0.56)and 2021(OR=0.52),while the proportion of sui-cides taking therapeutic drugs significantly increased in 2020(OR=2.04)and 2021(OR=3.18).Conclusion:Proportion of attempted suicide by taking pesticides is the most common method of suicide among residents in Baise City,with males,farmers,and middle-aged groups being the most affected.The proportion of attempted suicide by taking medication has significantly increased,with a higher incidence among women.
10.Real world clinical data analysis of fuzuloparib for the treatment of ovarian epithelial cancer patients
Danhui WENG ; Jie JIANG ; Yingjie YANG ; Mingqian LU ; Jiaying BAI ; Ming LIU ; Xiaoling LI ; Jun TIAN ; Yutao GUAN ; Quan LI ; Liang CHEN ; Qiubo LYU ; Lixia MA ; Yali WANG ; Huicheng XU ; Hailong GUO ; Li SUN ; Ding MA ; Qinglei GAO
Chinese Journal of Obstetrics and Gynecology 2025;60(8):590-599
Objective:To evaluate the safety and effectiveness of fuzuloparib for the treatment of ovarian epithelial cancer patients in the real world setting.Methods:A retrospective analysis was conducted on the baseline data of 4 620 ovarian cancer patients who had received fuzuloparib monotherapy or combination therapy. Another 224 ovarian cancer patients who were willing to receive fuzuloparib monotherapy or combination therapy were prospectively enrolled, and their baseline characteristics, drug effectiveness, and safety data were analyzed.Results:(1) Among the 4 620 patients in the retrospective cohort, the median age of patients was 60 years; tumor types: 89.8% (4 149/4 620) had ovarian cancer. Among patients with clearly documented information, the vast majority had a histological type of serous carcinoma (82.9%, 3 770/4 546) and International Federation of Gynecology and Obstetrics (FIGO) staging of Ⅲ-Ⅳ (90.9%, 1 537/1 691). (2) Among the 224 patients in the prospective cohort, the median age of patients was 57 years; tumor types: 83.9% (188/224) had ovarian cancer. Among patients with clearly documented records, the predominant pathologic type was serous carcinoma (91.9%, 193/210), and FIGO stage was Ⅲ-Ⅳ in 79.9% (139/174). (3) Among the 224 prospective patients: 84 patients received first-line fluzoparib maintenance therapy, 92 patients received fluzoparib maintenance therapy after platinum-sensitive recurrence, 23 patients received direct fluzoparib treatment after platinum-sensitive recurrence, 19 patients received direct fluzoparib treatment after platinum-resistant recurrence. The median follow-up durations were 8.5, 8.7, 7.9, and 6.7 months, respectively. The median durations of fluzoparib treatment were 6.7, 4.8, 3.1, and 1.9 months, respectively. The median progression-free survival (PFS) times were not reached during follow-up, 12.6 months, not reached during follow-up, and 4.8 months, respectively. The 1-year PFS rates were 84.1%, 55.0%, 69.8%, and 45.5%, respectively. The remaining 6 patients received other fluzoparib regimens. (4) Among the 224 patients in the prospective dataset, 205 had safety data recorded. Of these, 127 patients (62.0%, 127/205) experienced treatment-related adverse events, with common events including anemia (24.4%, 50/205), thrombocytopenia (21.0%, 43/205), and leukopenia (19.5%, 40/205). Among the 205 patients, 43 (21.0%, 43/205) experienced grade 3 or higher treatment-related adverse events, with common events including anemia (8.3%, 17/205) and thrombocytopenia (8.3%, 17/205).Conclusions:The effectiveness of fuzuloparib in clinical application is generally consistent with other drugs in the same class, with good safety. This study provids new clinical evidence for the treatment of ovarian cancer with fuzuloparib.

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