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.CLIC5 Overexpression Suppresses Malignant Development of Lung Adenocarcinoma Cells
Mingming ZHANG ; Haoyu FU ; Xiaohui LIU ; Jianfeng LI ; Bangqing LIU
Cancer Research on Prevention and Treatment 2026;53(6):482-491
Objective To explore the role of chloride intracellular channel 5 (CLIC5) in the development of lung adenocarcinoma (LUAD). Methods The expression levels of CLIC5 in LUAD samples were determined using bioinformatics and qRT-PCR. The correlation between CLIC5 expression and LUAD progression was revealed through survival analysis and clinicopathological feature analysis. After the knockdown or overexpression of CLIC5 in the LUAD cells, cell proliferation was assessed through colony formation assay, cell apoptosis rate by flow cytometry, and cell migration and invasion by scratch and Transwell invasion assay. The protein levels of vimentin and Snail were detected by Western blot. Results Bioinformatics analysis results showed low CLIC5 expression levels in the LUAD samples. This finding was associated with the aggressive progression of LUAD and the poor survival of patients with LUAD. The qRT-PCR results confirmed that CLIC5 was mainly expressed in the cytoplasm of the LUAD cells. CLIC5 overexpression inhibited cell activity and proliferation and promoted the apoptosis of LUAD cells. The knockdown of CLIC5 exhibited the opposite effect. CLIC5 overexpression inhibited the migration and invasion of LUAD cells, downregulated Bcl-2, vimentin, and Snail and upregulated Bax, cleaved caspase-3 and E-cadherin in the LUAD cells. CLIC5 knockdown exhibited opposite effects. Conclusion CLIC5 overexpression promotes cell apoptosis and inhibits cell proliferation and invasion, thereby inhibiting the development of LUAD. Hence, CLIC5 is a novel biomarker of prognosis and therapeutic target for LUAD.
3.Elucidation of the Mechanism Underlying the Rise and Decline of Male Reproductive Function from the Perspective of Tiangui (天癸) Theory
Yuhao MENG ; Haoyu WANG ; Wei LIU ; Yang YANG ; Yudie HU ; Xing ZHOU
Journal of Traditional Chinese Medicine 2026;67(18):1931-1935
Based on ancient and modern literature, this paper systematically elucidates the concept, physiological characteristics, and reproductive significance of tiangui (天癸), and further reviews its theoretical connotation throughout the entire process of male reproductive function, covering its onset, maturation, maintenance, disorder, and decline. In terms of its physiological foundation, tiangui is rooted in kidney essence and regulates male reproductive function through the coordination of zang-fu (脏腑) organs. It possesses characteristics of being time-limited, rhythmic, relatively independent, targeted, and functionally diverse. The occurrence of male reproductive diseases is closely related to the abnormality of tiangui, which primarily manifests as tiangui deficiency and dysregulation of tiangui timing. In clinical practice, treatment should follow the principle of "supplementing its deficiency and regulating its timing", so as to restore the operating rhythm of tiangui.
4.Relationship between bile acid sub components and traditional biochemical indicators and nonalcoholic fatty liver
Jinlong DU ; Haoyu ZHANG ; Zhendong LIU ; Shumei LIU ; Haiyan DU ; Chunyan TANG ; Zhuomin LI ; Yanguo TAN
International Journal of Laboratory Medicine 2025;46(7):786-790
Objective To investigate the changes of 22 bile acid sub components and 17 traditional bio-chemical indicators in serum of patients with non-alcoholic fatty liver disease(NAFLD),and the diagnostic value of detecting the above indicators alone or in combination for NAFLD.Methods A total of 168 NAFLD patients(NAFLD group)and 216 non-NAFLD apparently healthy individuals(non-NAFLD group)were se-lected,bile acid sub components were determined by liquid chromatography tandem mass spectrometry,and traditional biochemical indicators were detected by automatic biochemical analyzer.Results There were sta-tistically significant differences in the levels of 12 bile acid sub components and 12 traditional biochemical indi-cators between NAFLD group and non-NAFLD group(P<0.05).Compared to traditional biochemical indica-tors,bile acid sub components were less affected by body mass index(BMI).The area under the curve for di-agnosing NAFLD by combining three bile acid sub components[taurocholic acid(TCA),sodium taurodeoxy-cholate(TDCA),and tauroursodeoxycholic acid(UDCA)]with three traditional biochemical indicators[ala-nine aminotransferase(ALT),5'Nucleotidase(5'-NT),and small and dense low-density lipoprotein cholester-ol(sd-LDL-C)]was the largest,which was 0.810.Conclusion Twelve kinds of bile acid sub components in the blood of NAFLD patients have changed,and the combined detection of bile acid sub components and tradi-tional biochemical indicators could improve the diagnostic efficacy of NAFLD to a certain extent.
5.Bioinformatics analysis of postmenopausal osteoporosis based on peripheral blood monocytes
Li BAO ; Haoyu LIU ; Hai TANG ; Bin ZHU ; Xiang LI ; Hua GAO ; Haibo SUN
International Journal of Surgery 2025;52(6):408-414
Objective:To apply bioinformatics methods to screen and analyze differentially expressed genes and biological processes specific to peripheral blood mononuclear cells in postmenopausal women with osteoporosis.Methods:From the Gene Expression Omnibus database, GSE56814, GSE56815, and GSE2208 datasets were screened as the research objects. The limma package in R language was used to screen differentially expressed genes, and the multigene Meta-analysis function in Metascape platform was utilized to perform enrichment analysis of gene ontology and pathway. Protein-protein interaction network construction, module analysis, core gene, and enrichment analysis will be carried out.Results:In the GSE56814 dataset, there were 84 significantly up-regulated genes and 73 significantly down-regulated genes. In the GSE56815 dataset, there were 8 significantly up-regulated genes and 33 significantly down-regulated genes. In the GSE2208 dataset, there were 21 significantly up-regulated genes and 10 significantly down-regulated genes. The multigene Meta-analysis identified 3 modules and 19 core genes in the Metascape platform. The core genes of MCODE1 included STXBP2, EIF2S2, EIF3J, PTPN6, FLNA, HLA- DQA1, CTSD, HSPA6, HLA- DPB1, EIF3E, PLEC. They mainly enriched formation of cytoplasmic translation initiation complex, antigen processing and presentation of exogenous peptide antigen via major histocompatibility complex Ⅱ, cytoplasmic translational initiation, nsp1 from SARS-CoV-2 inhibits translation initiation in the host cell, programmed cell death 1 signaling pathway, allograft rejection reaction. The core genes of MCODE2 included FOS, FOSB, EGR1, EGR2, JUNB. They mainly enriched RNA polymerase Ⅱ-specific, DNA-binding transcription activator activity, cellular response to salt, nerve growth factor-stimulated transcriptional pathways, nuclear kinase and transcription factor activation activation pathways, neurotrophic receptor tyrosine kinase 1 signaling pathway. The core genes of MCODE3 included CEBPA, H2AC6, SPI1. They mainly enriched transcriptional regulation of granulopoiesis. Conclusion:This study obtained a total of 3 modules, 19 core genes, and enriched them in the biological processes related to postmenopausal osteoporosis, providing new ideas and biological targets for exploring its occurrence pathogenesis and drug treatment.
6.Clinical application of non-fusion spinal fixation techniques
Haoyu LIU ; Yong YANG ; Hai MENG ; Xiang LI
International Journal of Surgery 2025;52(11):721-729
Spinal fusion remains a cornerstone of spine surgery; however, long-term follow-up and biomechanical studies have highlighted trade-offs, including loss of segmental motion and adjacent segment degeneration. Non-fusion fixation techniques aim to provide limited stabilization and load sharing via implants while avoiding bony fusion, thereby preserving motion as much as possible. This review synthesizes recent clinical advances in the application of non-fusion techniques for cervical and lumbar degenerative disorders and spinal deformity, with the goal of informing clinical decision-making and practice.
7.Interactions between cells and extracellular matrix in nucleus pulposus degeneration
Tianqi FAN ; Haoyu LIU ; Bin ZHU
International Journal of Surgery 2025;52(11):734-741
One of the earliest hallmarks of intervertebral disc degeneration is the decrease in nucleus pulposus (NP) water content, which is fundamentally driven by the loss and structural alteration of extracellular matrix (ECM) aggrecan. At its core, the true determinant of NP degeneration lies in the imbalance between cells and the ECM. During the transition from notochordal cells to mature NP cells, reductions in cell density and matrix synthesis capacity lead to an inherently diminished ability to produce and renew aggrecan. Subsequently, inflammation, acidification, abnormal mechanical loading, and hypotonic microenvironments further disturb aggrecan’s structure, expression, and aggregation state through cellular mechanosensing and transcriptional regulation. These processes decrease the fixed charge density and osmotic pressure of the NP, thereby weakening its hydration, load-bearing, and resilience capacities. This review focuses on the NP microenvironment, using aggrecan as the central molecular anchor, to summarize recent advances in NP research. By integrating insights from microstructural alterations, imaging changes, and therapeutic strategies, this work aims to provide a comprehensive reference for understanding and managing the progression of NP degeneration.
8.Overview of the amendments and revisions to the General Technical Requirements adopted by the Volume Ⅳ of the Chinese Pharmacopoeia 2025 Edition
Jun ZHANG ; Baoming NING ; Shifeng WEI ; Haoyu SHEN ; Yue SHANG ; Ran ZHU ; Xinyi XU ; Lei CHEN ; Tingting LIU ; Shuangcheng MA
Drug Standards of China 2025;26(1):34-44
To introduce the general thinking,guidelines,work objectives and elaboration process of the general technical requirements adopted by volume Ⅳ of the Chinese Pharmacopoeia 2025 Edition,and to summarize and figure out the main characteristics on dosage forms,physico-chemical testing,microbial and biological testing,ref-erence standards and guidelines.The newly revised general chapters of pharmacopoeia give full play to the norma-tive and guiding role of the Chinese Pharmacopoeia standard,track the frontier dynamics of international drug regu-latory science and the elaboration of monographs,expand the application of state-of-the-art technologies,and stead-ily promote the harmonization and unification with the ICH guidelines;further enhance the overall capacity of TCM quality control,actively implement the 3 R principles on animal experiments,and practice the concept of environ-mental-friendly;replace and/orreduce the use of toxic and hazardousreagents,strengthen the requirementsofdrug safety control.This paper aims to provide a full-view perspective for the comprehensive,correct understanding and accurate implementation of general technical requirements included in the Chinese Pharmacopoeia 2025 Edition.
9.Analysis of retreatment and influencing factors in patients with endometrial cancer and atypical endome-trial hyperplasia after fertility-preserving treatment recurrence
Tong LIU ; Yan ZHANG ; Haoyu WANG ; Mengzhen WANG ; Shengjie LING ; Yiming ZHANG
The Journal of Practical Medicine 2025;41(8):1259-1266
Although fertility-preserving treatment strategies have demonstrated significant clinical efficacy in patients with early-stage endometrial cancer(EC)and atypical endometrial hyperplasia(AEH),some patients who experience recurrence still express a strong desire for fertility and request conservative retreatment.This poses new challenges for clinical management.This article reviews the latest research advances in retreatment for recurrent patients and synthesizes findings from previous studies to draw the following conclusions.First,before formulating a retreatment plan,it is crucial to comprehensively evaluate key factors such as tumor characteristics,fertility intentions,and overall health status of the patient.These factors collectively determine the feasibility and appropri-ateness of an individualized retreatment strategy.Second,studies have shown that retreatment options for AEH/EC are diverse,with high-dose oral progestin remaining the primary approach.Combining progestin with metformin,GnRH-a,and hysteroscopic resection can enhance treatment outcomes.Individualized treatment plans should be tailored to the specific conditions of each patient.Based on literature analysis,the complete remission(CR)rate of retreatment ranges from 81.1%to 88.6%,with a pregnancy rate of 26.5%-50.0%and a live birth rate of 14.3%-29.0%.However,the recurrence rate remains high at 24.5%-45.5%,significantly higher than that of initial treatment.This indicates that while retreatment has achieved some success in disease control and fertility preservation,the risk of recurrence still requires significant attention.Therefore,a strict monitoring and follow-up system must be established during retreatment.Additionally,studies have identified factors associated with a higher risk of recurrence,including age over 35,overweight or obesity,polycystic ovarian syndrome,metabolic syndrome,high pathological grade,and advanced clinical stage.On the other hand,pregnancy following CR,weight loss,and maintenance therapy serve as protective factors against disease recurrence.Patients are encouraged to actively engage in weight management during treatment and consider initiating assisted reproductive technology promptly after achieving CR to optimize pregnancy outcomes while minimizing the risk of recurrence.Future research should prioritize investigating precision treatment strategies informed by molecular classification and identifying predictive biomarkers,thereby enabling the development of more personalized and precise treatment plans tailored to indi-vidual patients.
10.Evaluation of the effect of vitamin D on improving autism symptoms based on the microbiota-gut-brain axis
Haoyu HUANG ; Xiaoliang DU ; Jing WANG ; Jinting WU ; Zhuo ZOU ; Yingjuan CHEN ; Yun LIU
Chinese Journal of Nervous and Mental Diseases 2025;51(3):149-155
Objective To analyze the symptomatic improvement effects of vitamin D in children with autism spectrum disorder(ASD)based on the microbiota-gut-brain axis.Methods Seventy-two children with ASD were randomly divided into an observation group and a control group,with 36 cases in each group.Three cases dropped out in the control group.The observation group received 1200 IU/day of vitamin D supplementation in addition to conventional rehabilitation training,while the control group received only conventional rehabilitation training.The intervention lasted for 12 weeks.Assessments were conducted before and after the intervention using the childhood autism rating scale(CARS),autism behavior checklist(ABC),and repetitive behavior scale-revised(RBS-R).Resting-state functional connectivity of the brain was measured using near-infrared functional imaging,and serum levels of 25(OH)D3,inflammatory cytokines,and gut microbiota were analyzed.The differences in these indicators before and after the intervention were compared between the two groups to evaluate clinical efficacy.Results The between-group differences in pre-and post-intervention changes showed that the observation group had significantly greater improvements than the control group in the following measures:CARS scores(-5.92±1.40 vs.-2.55±1.43),RBS-R scores(-5.99±1.01 vs.-3.10±1.47),resting-state brain functional connectivity(0.19±0.15 vs.0.10±0.18),serum 25(OH)D3 levels[(34.89±8.18)ng/mL vs.(0.68±6.73)ng/mL],serum interleukin-6(IL-6)levels[(-6.60±6.07)pg/mL vs.(-0.74±9.45)pg/mL],IL-1β levels[(-2.56±1.33)pg/mL vs.(-0.04±2.13)pg/mL],and tumor necrosis factor-α(TNF-α)levels[(-4.09±3.85)pg/mL vs.(0.21±4.05)pg/mL](P<0.05).Post-intervention,significant differences in gut microbial β-diversity were observed between the two groups(R2=0.030,P=0.040,Adonis).LEfSe analysis revealed that the observation group exhibited enrichment in Clostridia(LDA=4.747,P=0.003),Clostridiales(LDA=4.747,P=0.003),Clostridiaceae(LDA=3.476,P=0.001),Lachnospiraceae(LDA=4.709,P=0.004),Odoribacteraceae(LDA=3.458,P=0.027),Odoribacter(LDA=3.458,P=0.027),Burkholderiales(LDA=3.339,P=0.038),Firmicutes(LDA=4.764,P=0.003),and Betaproteobacteria(LDA=3.338,P=0.037).Conclusion Vitamin D supplementation can modulate gut microbial diversity in children with ASD,significantly influence the abundance of specific gut microbiota,reduce systemic inflammatory cytokines,enhance brain functional connectivity,and alleviate clinical symptoms of ASD.

Result Analysis
Print
Save
E-mail