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.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.
4.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.
5.Evaluation of the Efficacy of Gouteng Xuanshen Prescription in the Treatment of Hypertension:A Retrospective Cohort Study Based on Real-World Data
Jiaming HUAN ; Zhen HUA ; Haoyu CHEN ; Xiaojie WANG ; Linghui KONG ; Yunlun LI
World Science and Technology-Modernization of Traditional Chinese Medicine 2025;27(3):832-841
Objective To provide a reference for the clinical individualized medication of hypertension,the antihypertensive efficacy of Gouteng Xuanshen prescription in the treatment of hypertension was verified,and its improvement on the discomfort symptoms of patients was explored.Methods This study adopted a retrospective cohort study design.The data were derived from the electronic medical records of 6770 hypertensive patients in the Affiliated Hospital of Shandong University of Traditional Chinese Medicine from January 1,2013 to January 1,2023.The exposure factor was the treatment of Uncaria rhynchophylla,Scrophularia ningpoensis,and Radish Seed.After the propensity score was used to deal with the confounding factors,the changes in blood pressure of the patients after treatment were observed.At the same time,in order to analyze the improvement of patients'symptoms,the Apriori algorithm to mine the core symptoms of patients was explored,and the patient symptom network was constructed.The BGLL algorithm was used to divide the symptoms into communities to form a symptom map.Finally,survival analysis and Cox regression were used to find the sensitive symptom community of Gouteng Xuanshen prescription,and the related factors were analyzed.Results 468 people were included in the exposure group and the control group.After treatment,more patients in the exposure group reached the target blood pressure(P<0.01),and the effect was better in lowering systolic blood pressure(P<0.05),and no obvious abnormalities in safety indicators were found.In terms of symptom improvement,the 134 symptoms recorded in the medical records were divided into 6 groups.As the medication time increased,the patient's head discomfort was easier to relieve.The effect was best at 8 weeks of treatment,and it was more sensitive to patients with extremely high cardiovascular risk or grade 3 hypertension.Conclusion This study verified the clinical efficacy of the Gouteng Xuanshen prescription in the treatment of hypertension through electronic medical record data,which preliminarily revealed the potential role and law of the Gouteng Xuanshen prescription in the treatment of hypertension.
6.The effects of repetitive transcranial magnetic stimulation on brain functional connectivity and activation features in children with attention deficit hyperactivity disorder
Jing WANG ; Yun LIU ; Haoyu HUANG ; Jinting WU ; Zhuo ZOU ; Yingjuan CHEN ; Fang GUO
Chinese Journal of Behavioral Medicine and Brain Science 2025;34(5):419-425
Objective:To investigate the effects of repetitive transcranial magnetic stimulation(rTMS) on the core symptoms, brain functional connectivity and activation in children with attention deficit hyperactivity disorder (ADHD) using functional near-infrared spectroscopy (fNIRS).Methods:From September 2022 to March 2024, a total of 35 children with ADHD were selected as research subjects and they were randomly divided into observation group ( n=17) and control group ( n=18). The control group received conventional rehabilitation therapy, while the observation group received rTMS therapy in addition to the conventional therapy. Both groups were treated every other day, with each course of treatment lasting four weeks, and a total of three courses of treatment were administered consecutively. The clinical symptoms of the children with ADHD were assessed using Swanson, Nolan, and Pelham-Ⅳ(SNAP-Ⅳ) before and after treatment. fNIRS was used to detect the relative concentration changes of oxyhemoglobin (HbO 2) and deoxyhemoglobin (HbR) in the prefrontal cortex under resting-state and Go/Nogo task conditions before and after treatment. Statistical analysis was performed using SPSS 26.0 software. Paired sample t-test were used for within-group comparisons, and independent sample t-test were used for between-group comparisons. Results:(1) After treatment, the scores for inattention, hyperactivity/impulsivity and oppositional defiant behavior in the two groups were significantly lower than before treatment ( t=3.51-18.86, all P<0.05). The scores for inattention, hyperactivity/impulsivity and oppositional defiant behavior in the observation group were significantly lower than those in the control group ( t=2.21, 2.03, 2.39, all P<0.05). (2) After treatment, the functional connectivity strength between all regions of interest in both groups was significantly higher than before treatment ( t=3.53-37.90, all P<0.05). The functional connectivity strength of the left dorsolateral prefrontal cortex (0.25±0.03, 0.21±0.03), right dorsolateral prefrontal cortex (0.12±0.02, 0.09±0.02), left medial prefrontal cortex (0.13±0.02, 0.10±0.01) and right medial prefrontal cortex (0.31±0.04, 0.24±0.06) in the observation group was significantly higher than those in the control group (all P<0.05). (3) In the Go/Nogo task, after treatment, the average HbO 2 concentrations in the left dorsolateral prefrontal cortex, right dorsolateral prefrontal cortex, left medial prefrontal cortex, right medial prefrontal cortex, left temporal lobe, and right temporal lobe in both groups were all higher than before treatment (all P<0.05). After treatment, the average HbO 2 concentrations in the left dorsolateral prefrontal cortex, right dorsolateral prefrontal cortex, left medial prefrontal cortex and right medial prefrontal cortex of the observation group were significantly higher than those of the control group (all P<0.05). Conclusion:rTMS therapy can improve the core symptoms of children with ADHD, which may be related to the strength of brain functional connectivity and activation of ADHD brain function by rTMS.
7.A comparative analysis of the short-term efficacy of robotic and laparoscopic proximal gastrectomy combined with double-flap anastomosis in the treatment of early upper gastric cancer
AIMAITI MUERZHATE ; Yeqian ZHANG ; Tao LIU ; Long BAI ; Haoyu ZHANG ; Bo NI ; Yujing GUAN ; Shuchang WANG ; Jiayi GU ; Chunchao ZHU ; Xiang XIA ; Zizhen ZHANG
Journal of Shanghai Jiaotong University(Medical Science) 2025;45(7):874-882
Objective·To compare the safety and short-term outcomes of robot-assisted versus laparoscopic-assisted proximal gastrectomy combined with double-flap esophagogastrostomy in the treatment of early upper gastric cancer.Methods·A retrospective cohort study was conducted to analyze the clinical and pathological data of 31 early gastric cancer patients who underwent proximal gastrectomy combined with double-flap esophagogastrostomy for gastrointestinal reconstruction at the Department of Gastrointestinal Surgery,Renji Hospital,Shanghai Jiao Tong University School of Medicine,from September 2023 to March 2024.Based on the surgical approach,patients were divided into the robot-assisted surgery group(robotic group,20 cases)and the laparoscope-assisted surgery group(laparoscopic group,11 cases).General clinical data,intraoperative conditions,and postoperative recovery between the two groups were compared.At the 6-month postoperative follow-up,upper gastrointestinal radiography and esophagogastroscopy were performed to assess anastomotic stricture and gastroesophageal reflux disease.Additionally,the gastric cancer-specific module of the European Organization for Research and Treatment of Cancer(EORTC),Quality of Life Questionnaire-Stomach 22(QLQ-STO22),was used to evaluate the patients' quality of life.Results·The general data of the two groups,including gender,age,preoperative comorbidities,American Society of Anesthesiologists(ASA)classification,Siewert classification,and pathological staging of tumors,showed no statistically significant differences(all P>0.05).All patients successfully underwent the procedure without conversion to open surgery.The time for gastroesophageal anastomosis was significantly shorter in the robotic group compared to the laparoscopic group[(31.09±8.23)min vs(43.73±8.83)min,P<0.001],while there were no statistically significant differences in other intraoperative and postoperative parameters,including operative time,intraoperative blood loss,number of lymph nodes removed,duration of gastric tube placement,time to start a liquid diet,length of postoperative hospital stay,and incidence of postoperative complications(all P>0.05).At the 6-month postoperative follow-up,30 patients completed the follow-up,with one patient lost to follow-up in the robotic group.Upper gastrointestinal radiography and esophagogastroscopy results showed that only one patient in the laparoscopic group developed an anastomotic stricture,while one patient in the robotic group developed grade A and one developed grade B gastroesophageal reflux disease(GERD).In addition,one patient in the laparoscopic group also developed grade B GERD.The incidences of GERD and anastomotic stricture showed no statistically significant differences between the two groups(both P>0.05).EORTC QLQ-STO22 results indicated that the robotic group had significantly lower scores in the dimensions of dysphagia,gastroesophageal reflux,and dietary restrictions,as well as in the total score,compared to the laparoscopic group(all P<0.05).Conclusion·Robot-assisted proximal gastrectomy combined with double-flap esophagogastrostomy is safe and feasible.It shortens anastomosis time and offers potential advantages in postoperative functional recovery and quality of life improvement.
8.Construction of a multi-epitope gene vaccine for chicken infectious bronchitis and evaluation of its immunization effect
Tingting LIU ; Xinyuan WANG ; Xiaochen ZHU ; Haoyu LIU ; Dongchao ZHANG ; Tian-ming JIN
Chinese Journal of Veterinary Science 2025;45(9):1857-1867
To construct a safe and effective multi-epitope vaccine against the S1 protein of chicken infectious bronchitis virus(IBV).In this study,homologous and non-homologous dominant epitopes of IBV M41,T,QX and H120 virulent strain S1 proteins were screened by various online bioprediction software,respectively,and a new peptide W with high immunogenicity was construc-ted by connecting the screened B-cell and T-cell epitopes with a linker peptide.W was ligated to the truncated sequence of the four viral strains by T2A yietding to the eukaryotic expression vector pEGFP-N1,and it was identified by PCR and double digestion,the obtained recombinant plasmid was transfected into HEK293A cells and target protein expression was measured by Western blot.The constructed plasmid was injected intramuscularly twice to detect the antibody level,cytokine level,and peripheral blood T cell subsets were detected after two immunizations.The epitope pro-tein W was successfully constructed,which was structurally stable,antigenic,and soluble;the re-combinant plasmid pEGFP-WMQtH,pEGFP-W,and pEGFP-MQtH matched the expected size;anti-IBV IgG antibody levels in pEGFP-N1 was increased greatly compared to the PBS group.cyto-kines IL-2,and γ interferon(IFN-γ)were increased greatly(P<0.05);peripheral blood CD4+/CD8a value(P<0.05)was increased greatly.The W epitope protein was successfully constructed,which can effectively activate the humoral immunity and cellular immunity against four infectious bronchitis viruses(IBV),laying a foundation for the development of an effective vaccine against IB.
9.Tyrosine phosphatase Shp2 and acute lung injury
Haoyu JI ; Lilong QIN ; Lei ZHA ; Hanli WANG ; Yusheng CHENG
Chinese Journal of Clinical Pharmacology and Therapeutics 2025;30(10):1436-1440
Acute lung injury(ALI)is a common critical illness caused by intrapulmonary or extra-pulmonary factors,which is accompanied by ex-tremely high morbidity and mortality.Its pathogen-esis is extremely complex and difficult to treat.Src homology 2 domain-containing protein tyrosine phosphatase(Shp2),a key cellular signal transduc-tion molecule,plays a pivotal role in the pathophys-iological processes of diverse diseases.Notably,in the context of pathogen infection,Shp2 regulates the functionality of cellular immunity,lung epitheli-al cells,and vascular endothelial cells.This review article highlights the significant role of Shp2 in the onset and progression of ALI,emphasizing its regu-lation of inflammatory response,apoptosis,and ox-idative stress.Shp2 could emerge as a novel thera-peutic target for ALI,offering valuable insights for the development of innovative drug candidates to treat this debilitating condition.
10.Effect and mechanism of tetramethylpyrazine on atherosclerotic plaques in ApoE-/-mice
Liping HAN ; Tianheng WANG ; Libo CAO ; Haoyu YANG
Chinese Journal of Arteriosclerosis 2025;33(8):673-682
Aim To investigate the effect and potential mechanisms of tetramethylpyrazine(TMP)on athero-sclerotic plaques.Methods 43 ApoE-/-mice were used to establish the animal model of atherosclerosis(As)by high-fat diet for 8 weeks,3 of which were used for model outcome verification,and another 40 model mice were randomly divided into model group,TMP low dose(25 mg/kg)group,TMP medium dose(50 mg/kg)group,TMP high dose(100 mg/kg)group and atorvastatin(AT,2.6 mg/kg)group,with 8 mice in each group;another 8 C57BL/6J mice were set as control group.After gavaging administration for 8 weeks,the levels of total cholesterol(TC),triglyceride(TG),low density lipoprotein(LDL),high density lipoprotein(HDL)in the serum were detected by biochemical methods,and the As index was calculated.The levels of oxidized low density lipoprotein(ox-LDL),tumor necrosis factor-α(TNF-α),interleukin-1β(IL-1β),monocyte chemoattractant protein-1(MCP-1),intercellular adhesion molecule-1(ICAM-1)in serum were detected by ELISA method.The pathological changes of aorta was evaluated by HE staining.The aortic plaque formation was evaluated by oil red O staining,and the plaque area percentage was calculated.The aortic fibrosis was evaluated by Masson staining,and the collagen area percentage was calculated.The expression of monocyte macro-phage antibody-2(MOMA-2)and α-smooth muscle actin(α-SMA)in the aorta was detected by immunohistochemistry(IHC)method,and the plaque vulnerability index was calculated.The mRNA and protein expression of peroxisome pro-liferator-activated receptor γ(PPARγ),nuclear factor-κB p65(NF-κB p65)in aorta were detected by RT-qPCR or West-ern blot method.Results Compared with control group,the levels of TC,TG,LDL,ox-LDL,TNF-α,IL-1β,MCP-1,ICAM-1 in serum and As index of the mice were significantly increased in model group,while the level of HDL was sig-nificantly decreased(P<0.05).The aorta showed pathological changes such as uneven thickening of the intima,accu-mulation of foam cells and fat cells,formation of a large number of plaques,lumen stenosis and infiltration of inflammatory cells;the percentage of aortic plaque area,percentage of collagen area,MOMA-2 and α-SMA positive area,plaque vulner-ability index were all significantly increased(P<0.05).The mRNA and protein expression of PPARγ in aorta were sig-nificantly decreased,and the mRNA and protein expression of NF-κB p65 were significantly increased(P<0.05).Com-pared with model group,the levels of TC,TG,LDL,ox-LDL,TNF-α,IL-1β,MCP-1,ICAM-1 in serum and As index of the mice were significantly decreased in the TMP medium,high dose group and AT group,the level of HDL was signifi-cantly increased(P<0.05).The pathological changes of aorta were significantly improved.The plaque area percentage,collagen area percentage,MOMA-2 positive area percentage and plaque vulnerability index were significantly decreased,and the α-SMA positive area percentage was significantly increased(P<0.05).The mRNA and protein ex-pression of PPARγ in aorta were significantly increased,the mRNA and protein expression of NF-κB p65 were significantly decreased(P<0.05).Moreover,TMP exhibited a certain dose-dependent effect on various detection indicators(except MCP-1)in As mice.The regulatory effect of TMP high dose group on various detection indicators(except LDL and As index)in As mice was comparable or superior to those of AT group.Conclusion TMP can reduce the area of As plaque and improve the stability of vulnerable plaque in As mice,its mechanism may be related to regulating PPARγ/NF-κB signaling pathway,improving lipid metabolism and inhibiting inflammatory response.

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