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.POU2F1 inhibits miR-29b1/a cluster-mediated suppression of PIK3R1 and PIK3R3 expression to regulate gastric cancer cell invasion and migration.
Yizhi XIAO ; Ping YANG ; Wushuang XIAO ; Zhen YU ; Jiaying LI ; Xiaofeng LI ; Jianjiao LIN ; Jieming ZHANG ; Miaomiao PEI ; Linjie HONG ; Juanying YANG ; Zhizhao LIN ; Ping JIANG ; Li XIANG ; Guoxin LI ; Xinbo AI ; Weiyu DAI ; Weimei TANG ; Jide WANG
Chinese Medical Journal 2025;138(7):838-850
BACKGROUND:
The transcription factor POU2F1 regulates the expression levels of microRNAs in neoplasia. However, the miR-29b1/a cluster modulated by POU2F1 in gastric cancer (GC) remains unknown.
METHODS:
Gene expression in GC cells was evaluated using reverse-transcription polymerase chain reaction (PCR), western blotting, immunohistochemistry, and RNA in situ hybridization. Co-immunoprecipitation was performed to evaluate protein interactions. Transwell migration and invasion assays were performed to investigate the biological behavior of GC cells. MiR-29b1/a cluster promoter analysis and luciferase activity assay for the 3'-UTR study were performed in GC cells. In vivo tumor metastasis was evaluated in nude mice.
RESULTS:
POU2F1 is overexpressed in GC cell lines and binds to the miR-29b1/a cluster promoter. POU2F1 is upregulated, whereas mature miR-29b-3p and miR-29a-3p are downregulated in GC tissues. POU2F1 promotes GC metastasis by inhibiting miR-29b-3p or miR-29a-3p expression in vitro and in vivo . Furthermore, PIK3R1 and/or PIK3R3 are direct targets of miR-29b-3p and/or miR-29a-3p , and the ectopic expression of PIK3R1 or PIK3R3 reverses the suppressive effect of mature miR-29b-3p and/or miR-29a-3p on GC cell metastasis and invasion. Additionally, the interaction of PIK3R1 with PIK3R3 promotes migration and invasion, and miR-29b-3p , miR-29a-3p , PIK3R1 , and PIK3R3 regulate migration and invasion via the phosphatidylinositol 3-kinase/protein kinase B/mammalian target of rapamycin (PI3K/Akt/mTOR) pathway in GC cells. In addition, POU2F1 , PIK3R1 , and PIK3R3 expression levels negatively correlated with miR-29b-3p and miR-29a-3p expression levels in GC tissue samples.
CONCLUSIONS
The POU2F1 - miR-29b-3p / miR-29a-3p-PIK3R1 / PIK3R1 signaling axis regulates tumor progression and may be a promising therapeutic target for GC.
MicroRNAs/metabolism*
;
Humans
;
Stomach Neoplasms/pathology*
;
Cell Line, Tumor
;
Cell Movement/physiology*
;
Phosphatidylinositol 3-Kinases/metabolism*
;
Animals
;
Mice
;
Octamer Transcription Factor-1/metabolism*
;
Mice, Nude
;
Class Ia Phosphatidylinositol 3-Kinase/metabolism*
;
Neoplasm Invasiveness
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Gene Expression Regulation, Neoplastic/genetics*
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Male
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Immunohistochemistry
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Female
3.Drofenine as a Kv2.1 inhibitor alleviated AD-like pathology in mice through Aβ/Kv2.1/microglial NLRP3/neuronal Tau axis.
Jian LU ; Qian ZHOU ; Danyang ZHU ; Hongkuan SONG ; Guojia XIE ; Xuejian ZHAO ; Yujie HUANG ; Peng CAO ; Jiaying WANG ; Xu SHEN
Acta Pharmaceutica Sinica B 2025;15(1):371-391
Alzheimer's disease (AD) is a neurodegenerative disease with clinical hallmarks of progressive cognitive impairment. Synergistic effects of the Aβ-Tau cascade reaction are tightly implicated in AD pathology, and microglial NLRP3 inflammasome activation drives neuronal tauopathy. However, the underlying mechanism of how Aβ mediates NLRP3 inflammasome remains unclear. Herein, we determined that oligomeric Aβ (o-Aβ) bound to microglial Kv2.1 and promoted Kv2.1-dependent potassium efflux to activate NLRP3 inflammasome resulting in neuronal tauopathy by using Kv2.1 inhibitor drofenine (Dfe) as a probe. The underlying mechanism has been intensively investigated by assays with Kv2.1 knockdown in vitro (si-Kv2.1) and in vivo (AAV-ePHP-si-Kv2.1). Dfe deprived o-Aβ of its capability to promote microglial NLRP3 inflammasome activation and neuronal Tau hyperphosphorylation by inhibiting the Kv2.1/JNK/NF-κB pathway while improving the cognitive impairment of 5×FAD-AD model mice. Our results have highly addressed that the Kv2.1 channel is required for o-Aβ-driven microglial NLRP3 inflammasome activation and neuronal tauopathy in AD model mice and highlighted that Dfe as a Kv2.1 inhibitor shows potential in the treatment of AD.
4.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.
5.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.
6.Pulsatilla saponin D inhibits invasion and metastasis of triple-negative breast cancer cells through multiple targets and pathways.
Qiao CHU ; Xiaona WANG ; Jiaying XU ; Huilin PENG ; Yulin ZHAO ; Jing ZHANG ; Guoyu LU ; Kai WANG
Journal of Southern Medical University 2025;45(1):150-161
OBJECTIVES:
To explore the mechanism by which Pulsatilla saponin D (PSD) inhibits invasion and metastasis of triple-negative breast cancer (TNBC).
METHODS:
The public databases were used to identify the potential targets of PSD and the invasion and metastasis targets of TNBC to obtain the intersection targets between PSD and TNBC. The "PSD-target-disease" interaction network was constructed and protein-protein interaction (PPI) analysis was performed to obtain the core targets, which were analyzed for KEGG pathway and GO functional enrichment. Molecular docking study of the core targets and PSD was performed, and the therapeutic effect and mechanism of PSD were verified using Transwell assay and Western blotting in cultured TNBC cells.
RESULTS:
Network pharmacology analysis identified a total of 285 potential PSD targets and 26 drug-disease intersection core targets. GO analysis yielded 175 entries related to the binding of biomolecules (protein, DNA and RNA), enzyme activities, and regulation of gene transcription. KEGG analysis yielded 46 entries involving pathways in cancer, chemical carcinogenesis-receptor activation, microRNAs in cancer, chemical carcinogenesis-reactive oxygen species, PD-L1 expression and PD-1 checkpoint pathway in cancer. Molecular docking showed high binding affinities of PSD to MTOR, HDAC2, ABL1, CDK1, TLR4, TERT, PIK3R1, NFE2L2 and PTPN1. In cultured TNBC cells, treatment with PSD significantly inhibited cell invasion and migration and lowered the expressions of MMP2, MMP9, N-cadherin and the core proteins p-mTOR, ABL1, TERT, PTPN1, HDAC2, PIK3R1, CDK1, TLR4 as well as NFE2L2 expressionin the cell nuclei.
CONCLUSIONS
The inhibitory effects of PSD on TNBC invasion and metastasis are mediated by multiple targets and pathways.
Humans
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Triple Negative Breast Neoplasms/metabolism*
;
Saponins/pharmacology*
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Pulsatilla/chemistry*
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Female
;
Molecular Docking Simulation
;
Cell Line, Tumor
;
Neoplasm Invasiveness
;
Protein Interaction Maps
;
Neoplasm Metastasis
;
Signal Transduction/drug effects*
;
Cell Movement/drug effects*
7.Association of 24hour movement behaviors with emotional and behavioral problems among left-behind children
LOU Jiaying, WANG Yunfeng, LI Rui, ZHOU Yulan
Chinese Journal of School Health 2024;45(1):72-76
Objective:
To examine the association of 24 hour movement behaviors with emotional and behavioral problems among left behind children, so as to provide a theoretical reference for the practice of 24 hour activity interventions to promote emotional and behavioral problems in this population.
Methods:
From February to May 2023, 1 117 left behind children in grades 4-6 from 10 primary schools in five cities in Zhejiang Province were selected using a convenient cluster sampling method to conduct a questionnaire survey examining 24 hour movement behaviors, as well as emotional and behavioral problems. The general linear model was adopted to analyze the association between satisfying the 24 hour movement behavior guidelines, and emotional and behavioral problems among left behind children.
Results:
The sleep duration compliance rate was the highest (52.19%), while the moderate-to-vigorous PA (MVPA) compliance rate was the lowest (17.73%). The compliance rate of the three activities accounted for 7.43 %. There was a dose response between the number of guidelines satisfied, and the emotional and behavior of left behind children; that was, satisfaction of a higher number of guidelines was associated with a lower risk of emotional and behavioral problems among left behind children (difficulty factor: β=-0.56, 95%CI =-1.23--0.19; strength factor: β=0.50, 95%CI =-0.48-1.22, P < 0.01). Compared to satisfying none of the guidelines, satisfying the guidelines for screen time ( β=-0.23, 95%CI =-2.18- -0.14 ) and sleep duration ( β=-0.13, 95%CI =-1.66--0.11) was negatively correlated with the difficulty factor, while satisfying the guideline for MVPA ( β=0.13, 95%CI =0.09-1.08) and sleep duration ( β=0.18, 95%CI =0.09-1.40) was positively associated with the strength factor. In addition, satisfying two or all three of the guidelines was more strongly associated with these outcomes than satisfying one of the recommendations ( P <0.01).
Conclusions
Meeting the 24 hour movement behavior guidelines can improve emotional and behavioral problems among left behind children. It is necessary to raise their awareness of the effect of satisfying the 24 hour movement behavior guidelines and formulate comprehensive intervention measures.
8.Research on the Improvement of Peripheral Neuropathy in Diabetic Mice by Vincamine Derivative Vin24 via Bcl-2/Bax/Caspase3 Pathway
Yujie HUANG ; Yuan RUAN ; Jiaying WANG
Journal of Nanjing University of Traditional Chinese Medicine 2024;40(11):1189-1199
OBJECTIVE To investigate the protective effect and mechanism of vincamine derivative Vin24 on the pathological symptoms of diabetic peripheral neuropathy(DPN)in mice.METHODS Forty 8-week-old male C57BL/6N mice were randomly di-vided into control group(Control),model group(STZ),vincamine group(STZ+Vin)and Vin24 group(STZ+Vin24).Except the con-trol group,the rest three groups of mice were intraperitoneally injected with streptozocin(STZ,150 mg·kg-1)to induce type 1 diabe-tes and administration was started six weeks later.Thirty 18-week-old male db/db mice were randomly divided into model group(db/db),vincamine group(db/db+Vin)and Vin24 group(db/db+Vin24).Ten age-matched wild-type mice were used as a control group(db/m).The vincamine group were gavaged 30 mg·kg-1 of vincamine daily.The Vin24 group was gavaged 46.8 mg·kg-1 of Vin24,while the control and model group were given the same amount of saline daily,for four weeks.Sensory functions of the mice were as-sessed by assays against tactile and thermal allodynia threshold.A Laser Speckle Imaging System was used to detect the peripheral blood flow.The epidermal tissues of foot pads were collected for PGP9.5 immunofluorescence to measure the intraepidermal nerve fiber(IENF)density.Primary dorsal root ganglia(DRG)neurons were isolated for β-tubulin Ⅲ immunofluorescence to evaluate neurite outgrowth.Additionally,DRG tissues were extracted for ATF3 immunofluorescence for the evaluation of DRG neuronal apoptosis,and Western blot analysis was used to measure the protein levels of Bcl-2,Bax,Cleaved-Caspase3 and Caspase3.RESULTS The tact-ile and thermal allodynia thresholds were decreased(P<0.01,P<0.001),and peripheral blood flow was increased(P<0.001)in Vin24-treated DPN mice.The IENF density was increased(P<0.05,P<0.01)and DRG neurite outgrowth was improved(P<0.001)in Vin24 group compared with that in the model group.Immunofluorescence assay results indicated that the number of ATF3(a marker of neuronal apoptosis)-positive neurons was obviously decreased(P<0.01,P<0.001)in DRG tissues of Vin24-treated DPN mice.Western blot results demonstrated that the protein level of anti-apoptotic protein Bcl-2 was significantly increased(P<0.05),and the protein levels of pro-apoptotic proteins Bax and Cleaved-Caspase3 were significantly decreased(P<0.05)in DRG tissues of Vin24-treated DPN mice.CONCLUSION Vincamine derivative Vin24 inhibits the activation of Cleaved-Caspase3 and reduces the neuronal apoptosis levels by regulating Bcl-2/Bax/Caspase3 pathway,and eventually alleviates DRG neuronal damage and improves peripheral neuropathy in diabetic mice.
9.Development and Clinical Application of High-Magnification Electronic Endoscope
Fan WANG ; Jiansong XIA ; Hui YANG ; Guofei YAN ; Jiaying HE ; Liqiang WANG
Chinese Journal of Medical Instrumentation 2024;48(6):658-663
This article introduces a high-magnification electronic endoscope system that utilizes a continuous zoom optical design,enabling high-magnification imaging at the cellular level.By selecting an appropriate initial retrofocus structure,the optimized modulation transfer function(MTF)curve of the zoom objective lens approaches the diffraction limit.Additionally,the tip and operation parts of the system incorporate modular gas-tight sealing and multiple layers of protective structure.The design employs efficient sealing materials and precise packaging techniques to ensure the system's sealing performance.The experimental results indicate that,under conventional imaging,the resolution is equivalent to 39.37 μm in object space,and the field of view angle is larger than 140 degrees.At magnified imaging,the resolution is equivalent to 2.78 μm in object space,and the observed actual field of view is greater than 800 μm×700 μm.When used with a 26-inch display monitor,the high-magnification electronic endoscope can achieve 500×optical magnification,allowing for the observation of features at the cellular level.Currently,this product has successfully achieved mass production and has undergone multiple animal trials,demonstrating its wide range of potential applications and significant clinical value.
10.Analysis on the evaluation indicators of medical quality in TCM hospitals - taking Yueyang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine as an example
Yang SHI ; Jingxiao WANG ; Fei HANG ; Zhenyu ZHAO ; Jiaying TANG ; Jie TANG
International Journal of Traditional Chinese Medicine 2024;46(2):156-161
To improve the evaluation indicators of medical quality in TCM hospitals; To realize objective, fair, and accurate evaluation of the quality of TCM. Based on relevant literature on medical quality in traditional Chinese medicine hospitals research and thematic group discussions, 21 evaluation indicators for TCM characteristics were formed. A questionnaire survey was conducted among 40 experts, and 37 were effectively collected, with a positive coefficient of 92.50%. After two rounds of expert consultation, the evaluation indicators were determined to be: the intensity of outpatient use of TCM decoction pieces (utilization rate of TCM decoction pieces, prescription number of TCM decoction pieces, dosage of TCM decoction pieces, and service price of TCM decoction pieces), the intensity of the use of TCM technology (proportion of TCM technology, number of TCM projects, cost of TCM technology, and course of treatment). Case studies were conducted on relevant data from 10 departments using the operational decision support system (BI) platform of Yueyang Integrated Traditional Chinese and Western Medicine Hospital affiliated with Shanghai University of Traditional Chinese Medicine to verify the rationality of indicators. The 10 departments were analyzed and evaluated, and the results obtained were basically consistent with the actual medical quality situation of the hospital. The indicators used in this study can reflect the actual medical quality situation, and have a certain degree of scientificity, feasibility, and applicability, providing reference for improving the medical quality evaluation indicators of TCM hospitals.


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