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.The Role of Gut Microbiota in Male Erectile Dysfunction of Rats
Zhunan XU ; Shangren WANG ; Chunxiang LIU ; Jiaqi KANG ; Yang PAN ; Zhexin ZHANG ; Hang ZHOU ; Mingming XU ; Xia LI ; Haoyu WANG ; Shuai NIU ; Li LIU ; Daqing SUN ; Xiaoqiang LIU
The World Journal of Men's Health 2025;43(1):213-227
Purpose:
Erectile dysfunction (ED) is a common male sexual dysfunction. Gut microbiota plays an important role in various diseases. To investigate the effects and mechanisms of intestinal flora dysregulation induced by high-fat diet (HFD) on erectile function.
Materials and Methods:
Male Sprague–Dawley rats aged 8 weeks were randomly divided into the normal diet (ND) and HFD groups. After 24 weeks, a measurement of erectile function was performed. We performed 16S rRNA sequencing of stool samples. Then, we established fecal microbiota transplantation (FMT) rat models by transplanting fecal microbiota from rats of ND group and HFD group to two new groups of rats respectively. After 24 weeks, erectile function of the rats was evaluated and 16S rRNA sequencing was performed, and serum samples were collected for the untargeted metabolomics detection.
Results:
The erectile function of rats and the species diversity of intestinal microbiota in the HFD group was significantly lower, and the characteristics of the intestinal microbiota community structure were also significantly different between the two groups. The erectile function of rats in the HFD-FMT group was significantly lower than that of rats in the ND-FMT group. The characteristics of the intestinal microbiota community structure were significantly different. In the HFD-FMT group, 27 metabolites were significantly different and they were mainly involved in the several inflammation-related pathways.
Conclusions
Intestinal microbiota disorders induced by HFD can damage the intestinal barrier of rats, change the serum metabolic profile, induce low-grade inflammation and apoptosis in the corpus cavernosum of the penis, and lead to ED.
3.Overview of the amendments and revisions to the General Technical Requirements adopted by the Volume Ⅳ of the Chinese Pharmacopoeia 2025 Edition
ZHANG Jun ; NING Baoming ; WEI Shifeng ; SHEN Haoyu ; SHANG Yue ; ZHU Ran ; XU Xinyi ; CHEN Lei ; LIU Tingting ; MA Shuangcheng
Drug Standards of China 2025;26(1):034-044
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, reference standards and guidelines The newly revised general chapters of pharmacopoeia give full play to the normative and guiding role of the Chinese Pharmacopoeia standard, track the frontier dynamics of international drug regulatory science and the elaboration of monographs, expand the application of state-of-the-art technologies, and steadily 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 environmental-friendly; replace and/or reduce the use of toxic and hazardous reagents, strengthen the requirements of drug 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.
4.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.
5.The Influence of Boundary Condition Changes of Inner and Outer Walls of Osteon on Fluid Flow Characteristics:A Finite Element Study
Weilun YU ; Xiuying LIU ; Qiong WANG ; Yuan YAO ; Yubo GUO ; Ning QU ; Xiaogang WU ; Haoyu FENG ; Zhiqiang LI
Journal of Medical Biomechanics 2025;40(3):656-662
Objective To explore the characteristics of fluid flow within loaded osteons under different boundary conditions.Methods The COMSOL Multiphysics software was used to establish a three-dimensional(3D)finite element model of osteons with different boundary conditions,and the variation rules of pore pressure and flow velocity of osteons under different inner wall pulsating blood pressures and outer wall elastic constraint conditions were analyzed.Results As the pulsatile blood pressure inside the osteon increased from 0 mmHg(1 mmHg=0.133 kPa)to 300 mmHg,the peak pore pressure within the osteon correspondingly increased from 26 kPa to 68 kPa.As the elastic constraint on the outer wall of osteons changed from being completely elastic to completely constrained,the peak pore pressure within osteons increased from 15 kPa to 26 kPa,and the peak flow velocity increased from 0.04 um/s to 0.07 um/s.Conclusions This study reveals the influence laws of changes in boundary conditions such as the pulsatile blood pressure on the inner wall and the elastic constraint on the outer wall of osteons on fluid flow characteristics within loaded osteons.These findings are conducive to a deeper understanding of the mechanical response mechanisms of bone tissues in both physiological and pathological states,and provide an important theoretical basrs for further researches on bone mechanotransduction.
6.Establishment and evaluation of method for rapid detection of Bacillus cereus cytK and nhe toxin genes by dual nucleic acid test strips
Jifei YANG ; Beizhen PAN ; Yan LIU ; Yujiao ZHOU ; Jianyu YANG ; Xianyu ZHANG ; Wenbo DING ; Haoyu LI ; Liyuan SUN
Journal of Jilin University(Medicine Edition) 2025;51(2):516-525
Objective:To establish a method of dual nueleic acid test strips for rapid detection of Bacillus cereus cytK and nhe toxin genes based on polymerase chain reaction(PCR)and colloidal gold technique,and to evaluate its specificity,sensitivity,repeatability and stability.Methods:Bacillus cereus DNA was extracted by boiling method.Specific primers were designed with Bacillus cereus cytK and nhe as the target genes.Clonal transformation was used to identify the PCR products.The optimal labeling amounts of colloidal gold-labeled streptavidin,quality control line(C line),cytK detection line(T1)and nhe detection line(T2)were determined.The nucleic acid test strips were assembled and its specificity,sensitivity,reproducibility and stability were evaluated.Results:The DNA concentration of Bacillus cereus was 248 mg·L-1,and the purities were 1.8-2.0.After cloning and plasmid sequencing,the similarities between the PCR products and the sequences of cytK and nhe registered in the GenBank database were 100%.Under the condition of pH 7.0,the optimal amount of streptavidin labeling per 200 μL of colloidal gold solution was 6.0 μL;the optimal marking amount was 2.00 g·L-1 for the quality control line(C line),0.550 g·L-1 for cytK gene detection line(T1)and 0.2 g·L-1 for nhe gene detection line(T2).In the specificity test,positive result on the test strips was seen only for Bacillus cereus,and no cross-reactivity was observed for Staphylococcus aureus,Escherichia coli,Pseudomonas aeruginosa and Bacillus subtilis,which were consistent with the electrophoresis results.Sensitivity assay showed that even when DNA concentration was reduced to 10-2 mg·L-1,three bands(C line,T1 line and T2 line)could be observed,and the detection limit of the test strip was one-tenth of agarose gel electrophoresis(10-1 mg·L-1).The nucleic acid test strips were verified by different operators in different laboratories,and the results were consistent.The stability of the test strips was verified at the 6th,9th and 12th months,and the results showed good stability.Conclusion:The dual nucleic acid test strip method established in this study can simutaneously detect the cytK and nhe toxin genes of Bacillus cereus with high sensitivity and specificity,achieving short-term visual detection.
7.Low-energy CO2 fractional laser treatment for post-burn scars via activating Wnt/β-catenin pathway in scar epithelial cells in rats
Haoyu GU ; Yingying LIU ; Lu YANG ; Shichu XIAO ; Pengfei LUO ; Zhaofan XIA
Academic Journal of Naval Medical University 2025;46(1):53-64
Objective To investigate the role of scar epithelial cells and its potential molecular mechanisms in the efficacy of low-energy CO2 fractional laser treating post-burn scars.Methods The model of post-major burn scars on the back of rat was established.Three rats with post-major burn scars received 30 mJ low-energy CO2 fractional laser treatment to detect the activation of scar epidermal cells.Epidermal tissue of scars was isolated for RNA sequencing to screen activated pathways.Subsequently,18 rats with post-major burn scars were randomly divided into 3 groups(n=6):the control group without laser treatment,the laser group receiving 30 mJ CO2 fractional laser treatment,and the laser+inhibitor group receiving laser treatment and intra-scar injection of IWR-1(a Wnt/β-catenin pathway inhibitor),to verify the activation status and effects of the selected pathways.Hematoxylin-eosin staining,Masson staining,and Western blotting were used to detect the proliferation of epithelial cells and fibroblasts,the activation of Wnt/β-catenin pathway,as well as the improvement of scar profiles.Results After low-energy laser treatment,there was a significant increase in the number of Ki67-positive,proliferating cell nuclear antigen(PCNA)-positive,cytokeratin 19(CK19)-positive,and p63-positive cells in the scar epithelial tissue.RNA sequencing coupled with literature analysis identified Wnt/β-catenin pathway as a potential candidate pathway.In the confirmatory experiment,compared to the control group,the Wnt/β-catenin pathway was activated in scar epithelial cells in the laser group 5 d post-laser intervention.After 30 d laser intervention,dermal collagen exhibited a more loosened arrangement,with reduced dermal thickness and significantly less α-smooth muscle actin(α-SMA)-positive fibroblasts compared to the control group.CollagenⅠ,collagen Ⅲ,and the relative ratio of collagen Ⅰ to Ⅲ in the laser group were at a lower level than those in the control group.Administration of the Wnt/β-catenin pathway inhibitor blocked the activation of the Wnt/β-catenin pathway induced by low-energy laser,the proliferation of scar epithelial cells and the improvement of scar profiles.Conclusion Low-energy CO2 fractional laser treatment can activate the Wnt/β-catenin pathway of scar epithelial cells,thereby activating epithelial cells and yielding significant scar improvements.
8.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.
9.Predictive value of the percentage of Gleason pattern 4 in biopsy for adverse pathological features and biochemical recurrence after radical prostatectomy in ISUP grade group 2-3 non-metastatic prostate cancer
Haoyu WU ; Tianyu XIONG ; Yanning ZHANG ; Yunpeng FAN ; Tianyu ZHANG ; Zhanliang LIU ; Song JIN ; Guangyong CHEN ; Ping XIE ; Yinong NIU
Chinese Journal of Urology 2025;46(4):267-274
Objective:To assess the predictive value of the percentage of Gleason pattern 4 (G4%) in prostate biopsy for adverse pathology and biochemical recurrence.Methods:We retrospectively analyzed consecutive patients who underwent radical prostatectomy in our institution between January 2019 and December 2023, and included those who were diagnosed with ISUP 2-3 cancer at biopsy. A total of 109 patients were included in this study. The average age of patients was (67.40±6.11) years, and the average BMI of patients was (25.36±2.97) kg/m 2. 49 Cases (45.0%) had a PI-RADS score of 5, and the median prostate volume was 32.60 (24.57, 45.63) ml. The median of most recent tPSA before biopsy was 9.76 (6.89, 12.95) ng/ml, the median PSAD was 0.28 (0.17, 0.44) ng/ml 2, and the median f/tPSA was 0.11 (0.08, 0.16). Clinical T 2b or higher stage was found in 84 cases (77.1%). The total biopsy core length was (22.91±5.18) cm, with a median of 24 (20, 24) biopsy cores and a median of 6 (4, 9) positive cores. Gleason score 3+ 4 was found in 52 cases (47.7%), and Gleason score 4+ 3 in 57 cases (52.3%). Cribriform was present in 30 cases (27.5%). G4% was calculated based on the proportion of Gleason grade 4 tumor relative to total tumor, tumor proportion relative to total tissue, and tissue length. Patients were divided into high-G4% (≥2.45%) and low-G4% (<2.45%) groups based on the median G4% value, with 55 and 54 cases, respectively. No significant differences were observed in baseline characteristics between the two groups ( P>0.05). The main risk factor of adverse pathology was analyzed by logistic regression, and receiver operating characteristic (ROC) curve and area under curve (AUC) were performed. Patients were further stratified by the G4% cutoff value from ROC, and Kaplan-Meier survival curves were plotted to compare biochemical recurrence free survival (BCRFS) between groups. The main risk factor affecting BCRFS was analyzed by Cox regression. Adverse pathology was defined as postoperative Gleason score ≥4+ 3 or pathological stage ≥T 3a. Results:Adverse pathology occurred in 44 (80.0%) high-G4% and 16 (29.6%) low-G4% patients ( P<0.01). Multivariate analysis identified G4% as an independent risk factor for adverse pathology ( OR=1.23, 95% CI 1.02-1.50, P=0.033). The highest ROC AUC value was seen for G4% (0.799), significantly outperforming Gleason score (0.799 vs. 0.641, P=0.003), tPSA (0.799 vs. 0.615, P=0.003), PSAD (0.799 vs. 0.679, P=0.038), positive cores (0.799 vs. 0.677, P=0.009), clinical T stage (0.799 vs. 0.607, P=0.001) and cribriform (0.799 vs. 0.639, P=0.001). The G4% cutoff value for predicting biochemical recurrence was 10.97%. The median BCRFS was significantly higher in the low G4% (<10.97%) group than that in the high G4% (≥10.97%) group (55 vs. 28 months, P=0.002). Cumulative recurrence free survival rates at 1 and 3 years were 94.6% vs. 74.1% and 78.0% vs. 47.6%, respectively. Multivariate Cox regression analysis indicates that G4% was an independent risk factor affecting BCRFS ( HR=1.11, 95% CI 1.00-1.23, P=0.041). Conclusions:For patients with ISUP 2-3 nmPCa, a higher G4% in biopsy specimens demonstrates strong predictive ability for adverse pathology and biochemical recurrence, outperforming traditional clinical indicators such as Gleason score and PSA.
10.Practice and thinking on the construction of science and technology innovation platform in research-oriented hospitals
Xinyu CHEN ; Haoyu ZHENG ; Jing XUE ; Longfei LIU ; Hua GUO
Chinese Journal of Medical Science Research Management 2025;38(3):214-218
Objective:As a crucial support for high-level innovation and high-efficiency transformation in research-oriented hospitals, the construction and operation mechanisms of scientific and technological innovation platforms need to be rationalized to ensure their efficient operation. This is a key issue that research-oriented hospitals should focus on and resolve in the process of scientific and technological management.Methods:Xiangya Hospital of Central South University had seized the construction of scientific and technological innovation platforms as a handle. It innovated management methods in key links such as platform cultivation and layout, investment of scientific and technological resources, paid use of space, performance assessment of platforms, and sharing of scientific research equipment. By doing so, it optimized the allocation of resources, stimulated innovative vitality, and created a new ecosystem for the innovative development of the hospital.Results:The efficient and coordinated development of the hospital′s scientific and technological innovation platforms had significantly enhanced the hospital′s overall capacity for scientific and technological innovation.Conclusions:Strengthening the construction of scientific and technological innovation platforms in research-oriented hospitals can effectively enhance the overall scientific and technological innovation strength and level of research-oriented hospitals, which can provide reference and reflection for domestic research-oriented hospitals to accelerate the achievement of high-level innovation and high-quality development goals.

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