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.Analysis of tear film stability and corneal nerve changes in patients with Parkinson's disease
Yujie* LI ; Cancan* SHI ; Haoyu ZHAI ; Xiaofan YU ; Xinke LI ; Ning MU ; Mingxin LI ; He WANG
International Eye Science 2025;25(2):206-212
AIM: To assess the stability of the tear film and the characteristics of corneal nerves in patients with Parkinson's disease(PD).METHODS: This cross-sectional observational study included 72 PD patients and 50 healthy controls. Disease severity was determined using the Hoehn-Yahr(H-Y)scale, dividing patients into mild and moderate PD groups. Dry eye symptoms were evaluated via the ocular surface disease index(OSDI)questionnaire, while tear secretion was quantified using the Schirmer I test. Ocular surface damage was assessed through staining scores, and comprehensive ocular examinations were performed utilizing the LipiView ocular surface interferometer and an ocular surface analyzer. Corneal nerve parameters were examined using corneal confocal microscopy in conjunction with automated analysis software ACCMetrics, with correlations drawn between these parameters, PD course, and severity.RESULTS: PD patients exhibited significantly elevated OSDI scores, indicative of more pronounced dry eye symptoms compared to the control group(F=70.290, P<0.01). Tear film stability was markedly compromised, with significantly shorter tear film breakup time and increased corneal fluorescein staining, both showing statistically significant differences relative to controls(all P<0.01). Tear secretion indices, including Schirmer I test results and tear meniscus height, were significantly reduced in PD patients(all P<0.01), whereas lipid secretion indices, such as lipid layer thickness and meibomian gland dropout score, did not show significant variation. Corneal nerve analysis revealed significant reductions in corneal nerve fiber density, nerve branch density, fiber length, and total branch density in PD patients compared to controls(all P<0.01). Furthermore, blink frequency was markedly prolonged(F=62.353, P<0.01). Correlation analysis demonstrated a significant relationship between alterations in tear film stability and both disease duration and H-Y scores.CONCLUSION: PD patients have obvious dry eye manifestations in the early stage of the disease, including the reduction of tear film stability and corneal nerve fiber density, and gradually aggravate with the progress of the disease. Neurodegenerative disease-related dry eye needs to be diagnosed early and actively treated.
3.Mechanism of Shaoyaotang in Modulating MDSCs-related Immunosuppressive Microenvironment in Prevention and Treatment of Colitis-associated Carcinogenesis
Xue CHEN ; Chenglei WANG ; Bingwei YANG ; Haoyu ZHAI ; Ying WU ; Weidong LI
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(1):10-19
ObjectiveTo explore the mechanism of Shaoyaotang in the prevention and treatment of colitis-associated carcinogenesis (CAC) based on myeloid-derived suppressor cells (MDSCs)-related immunosuppressive microenvironment. MethodsA total of 140 six-week-old SPF FVB male mice were randomly divided into seven groups: Blank group, Shaoyaotang without model group (7.12 g·kg-1), model group, sulfasalazine group (0.52 g·kg-1), Shaoyaotang low-dose group (3.56 g·kg-1), Shaoyaotang medium-dose group (7.12 g·kg-1) and Shaoyaotang high-dose group (14.24 g·kg-1), with 20 mice in each group. The blank control group and the Shaoyaotang without model group received a single intraperitoneal injection of physiological saline (10 mg·kg-1), while the other five groups were given a single intraperitoneal injection of azoxymethane (AOM) (10 mg·kg-1). After 1 week, the mice were given drinking water containing 2% dextran sulfate sodium (DSS) for 1 week, followed by normal drinking water for 2 weeks. This cycle was repeated three times over a total period of 14 weeks to establish the CAC mouse model. Each group was administered gavage once daily for 2 weeks starting on the 14th day of the experiment, followed by three times a week until the end of the experiment. The body weight of the mice was recorded weekly. Mice were sacrificed on the 28th and 98th days of the experiment. After dissection, the colon length, colon weight, spleen weight, tumor size, and tumor number were measured. Hematoxylin and eosin (HE) staining was used to assess the pathological morphology of colon tumor tissue. Flow cytometry was used to detect MDSCs, regulatory T cells (Tregs), CD4+ T cells, CD8+ T cells, and the CD4+/CD8+ T cell ratio in the spleen. Immunohistochemistry was used to detect the expression levels of programmed cell death protein-1 (PD-1), programmed cell death ligand 1 (PD-L1), phosphorylated AMP-activated protein kinase (p-AMPK), phosphorylated nuclear factor-κB (p-NF-κB), and hypoxia-inducible factor 1α (HIF-1α) in the colon tissue. ResultsOn day 14, compared with the blank group, the body weight of the model group was significantly reduced (P<0.01), reaching its lowest point on day 28 (23.39 ± 0.95 ) g. On days 28 and 98, compared with the blank group, the colon length in the model group was significantly shortened (P<0.01), the colon index significantly increased (P<0.01), the spleen index significantly increased (P<0.01), and the tumor load significantly increased (P<0.01). HE staining showed that in the model group, tumor cells, a large number of inflammatory cell infiltrates, goblet cell disappearance, and crypt loss were observed. In each dose group of Shaoyaotang, the damage to the colonic mucosa, inflammatory cell infiltration, and crypt structure destruction were alleviated. Compared with the model group, the body weight of mice in each dose group of Shaoyaotang increased. On day 98, the colon length was significantly increased (P<0.01), the colon index significantly decreased (P<0.01), the spleen index significantly decreased (P<0.01), and the tumor burden significantly decreased (P<0.01) in each Shaoyaotang dose group. On days 28 and 98, MDSCs and Tregs in the spleen of the medium- and high-dose Shaoyaotang groups were significantly reduced (P<0.01), while CD4+ T cells and the CD4+/CD8+ T cell ratio were significantly increased (P<0.01). The proportion of CD8+ T cells in the spleen and the expression levels of PD-1 and PD-L1 in the colon tissues of mice in each Shaoyaotang dose group were significantly increased to varying degrees (P<0.05, P<0.01). On days 28 and 98, the expression of p-AMPK-positive cells in the colon tissue of the medium- and high-dose Shaoyaotang groups was significantly increased (P<0.01), while the expression of p-NF-κB and HIF-1α was significantly reduced (P<0.01). ConclusionShaoyaotang can regulate MDSC recruitment and modulate the immune function of T lymphocyte subsets to inhibit the occurrence and development of AOM/DSS-induced CAC in mice. The mechanism may be related to the activation of the AMPK/NF-κB/HIF-1α pathway.
4.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.
5.Effect of Xiongcan Yishen Formula on ferroptosis in testicular tissue of male rats with late-onset hypogonadism
Ajian PENG ; Haoyu WANG ; Chun YANG ; Wei LIU ; Gang NING ; Hui WU ; Xing ZHOU ; Shun ZENG
National Journal of Andrology 2025;31(11):1014-1020
Objective To explore the effect of Xiongcan Yishen Formula on ferroptosis in testicular tissue of male rats with late-onset hypogonadism(LOH).Methods A total of 48 male Sprague-Dawley rats aged 6 months were randomly divided into model group,low-dose and high-dose Xiongcan Yishen Formula groups and propionate testosterone group,with 12 rats in each group.An additional 6 male Sprague-Dawley rats aged 8 weeks were set as the normal group.Except for the normal group,the rats were intraperitoneally injected with Cyclophosphamide at a dose of 20 mg/(kg·d)for 5 consecutive days to establish the LOH model,while the normal group received an equal volume of physiological saline for 5 days.The normal group and model group were given equal volumes of distilled water by gavage,while the low-dose and high-dose Xiongcan Yishen Formula groups were administered concentrated decoction at doses of 10.4 g and 41.6 g/kg/d respectively,and the propionate testosterone group received intramuscular injections of 5.21 mg/kg/d propionate testosterone,all for 28 consecutive days.ELISA was used to detect serum testosterone levels in rats,HE staining and transmission electron microscopy were used to observe the gross morphology of testicular tissue and the ultrastructure of Leydig cells,and RT-qPCR and Western blotting were used to detect the expression of ferroptosis-related genes and proteins in testicular tissue.Results The LOH model rats exhibited pathological changes such as atrophy of seminiferous tubules,structural disorder,and reduced spermatocytes in the lumen,as well as ultrastructural changes in Leydig cells including altered nuclear morphology,increased mitochondrial density,and reduced cristae.After intervention with Xiongcan Yishen Formula and propionate testosterone,the pathological changes in testis and the ultrastructure of Leydig cells were improved.Compared with the normal group,serum testosterone levels in the model group were significantly decreased(P<0.05),the expression of ROS,ACSL4 mRNA and protein in testicular tissue was significantly increased,while the expression of FTH1,GPX4,and SLC7A11 mRNA and protein was significantly decreased(P<0.05).Compared with the model group,ser-um testosterone levels in the low-dose and high-dose Xiongcan Yishen Formula groups and the propionate testosterone group were significantly increased(P<0.05),and the expression of ROS,ACSL4 mRNA and protein was significantly decreased(P<0.05);the high-dose Xiongcan Yishen Formula group showed significantly increased expression of FTH1,GPX4,and SLC7A11 mRNA and protein(P<0.05).Conclusion Ferroptosis in testicular tissue is increased in LOH rats,and Xiongcan Yishen For-mula can elevate serum testosterone levels and improve pathological changes and ultrastructure in testicular tissue of LOH rats,possibly related to the inhibition of ferroptosis in testicular tissue of LOH rats.
6.Multimodal imaging evaluation of the early efficacy of 90Y microsphere selective internal radiation therapy for liver malignant tumors
Fangyun ZHONG ; Lijuan YU ; Yujun WANG ; Hui ZHOU ; Haoyu LIU ; Zhouyang SONG ; Deng PAN ; Yuqi LU
Chinese Journal of Nuclear Medicine and Molecular Imaging 2025;45(6):325-329
Objective:To compare the value of different imaging modalities in evaluating early efficacy of 90Y-selective internal radiation therapy (SIRT) for liver malignant tumors. Methods:From September 2021 to December 2023, a retrospective analysis was conducted on 43 patients (32 males, 11 females; age (55.8±14.7) years) with liver malignant tumors who received 90Y-SIRT at Hainan Cancer Hospital and Boao Super Hospital. The injection dosage of 90Y was 1.5(1.2, 2.4)GBq. Clinical and imaging data of patients before and after treatment for multimodal evaluation were collected, including MRI plain and enhanced scans, as well as diffusion weighted imaging (DWI). Plain scan images were evaluated for the treatment efficacy by response evaluation criteria in solid tumors (RECIST) 1.1 version, while enhanced MRI was scored into 1-5 based on changes in the target area, including increased low-density range, necrotic features, and decreased enhancement. The minimum apparent diffusion coefficient (ADC min) of DWI increased by 20% compared to baseline was determined to be responsive. Wilcoxon signed rank test was used to analyze data, and ROC curve analysis was used to analyze the diagnostic efficacy of different imaging modalities (Delong test). Results:All patients had baseline MRI data, 39 underwent MRI at 1-month after treatment, and 22 underwent MRI at 3-month after treatment. Based on MRI plain scan images, the target lesions showed partial remission (PR) in 10.26%(4/39) of patients, progressive disease (PD) in 5.13%(2/39) of patients, and stable disease (SD) in 84.61%(33/39) of patients at 1-month after treatment; while there were 40.91%(9/22) PR, 9.09%(2/22) PD and 50.00%(11/22) SD at 3-month after treatment. Based on DWI images, 35.90%(14/39) and 68.18%(15/22) of patients were considered responsive at 1-month and 3-month after treatment, respectively. Compared with baseline, the differences of tumor sizes, enhancement degree of target lesions and ADC min at 1-month and 3-month after treatment were statistically significant ( Z values: from -3.88 to -2.39, all P<0.05). Compared with the tumor size and enhancement degree, the AUCs of ADC min were the highest at 1-month (0.701) and 3-month (0.953) after treatment ( Z values: 0.40-2.29, all P<0.05). Conclusions:MRI plain scan, MRI enhancement and DWI are effective in the evaluation the efficacy of 90Y-SIRT for liver malignant tumors at 1-month and 3-month after treatment. ADC min is superior to tumor size and enhancement degree in diagnostic efficacy.
7.A Multi-Dimensional Coupling Study on the High-Quality Development of Public Hospitals under the Background of DRG
Haoyu WANG ; Dian ZHOU ; Anyong WANG
Chinese Hospital Management 2025;45(1):1-5
Objective The relationship between the coupling coordination degree of DRG capacity,medical quality and medical cost and the high-quality development level of hospitals under the background of DRG was quantitatively analyzed,and the linear correlation between the efficient collaboration of multiple factors and the high-quality development of hospitals was verified.Methods The relevant indicators of sample hospitals from January 2021 to June 2023 were selected to construct a multi-dimensional evaluation index system of DRG capacity,medical quality and medical cost,and the Delphi method and entropy weight method were used to carry out subjective and objective comprehensive weighting to evaluate the high-quality development level of hospitals.The coupling coordination degree model was used to measure the coordinated development level of DRG capacity,medical quality and medical cost,and then the correlation between the coupling coordination degree and high-quality development of the three was obtained through Pearson correlation.Results The monthly variation of high-quality development represented by the DRG capacity,medical quality and comprehensive medical cost capacity level of the sample hospitals is quite different,and the coupling coordination degree is the highest 0.916 and the lowest is 0.173,showing a preliminary coordination pattern as a whole.The Pearson correlation coefficient between the coupling coordination degree and high-quality development of the three is 0.731,and there is a significant positive correlation.Conclusion The coupling and coordination level of DRG capacity,medical quality and medical cost of the hospital can represent the high-quality development level of the hospital,and the synergy of elements should be paid attention to to help the overall development.
8.Clinical,CT and MRI manifestations of CIC-rearranged sarcoma
Xiyu YANG ; Yining TAO ; Haoyu WANG ; Bowen ZHAO ; Xiujun YANG ; Wei SUN
Chinese Journal of Medical Imaging Technology 2025;41(3):461-465
Objective To observe the clinical,CT and MRI manifestations of CIC-rear ranged sarcoma(CRS).Methods Eight patients with single CRS lesion ranged from 3.79 to 98.81 cm and the median of 21.37 cm were retrospectively enrolled,6 lesions located in deep soft tissue and 2 located in the femur.The clinical and imaging data were observed.Results All 8 CRS lesions presented as rapidly growing local masses,including 6 solid cystic soft tissue lesions and 2 non enlarged bone lesions with osteolytic bone destruction,which were all lobulated lesions with uneven equal-low density/slightly high T1 and slightly high T2 signals,with multiple focal map like necrosis.Diffusion weighted imaging showed lesions with limited diffusion and invasion of adjacent tissue,and"ice melting sign"was observed in 4 cases.After administration of contrast agents,the solid components of lesions enhanced unevenly and moderately or significantly and sustainedly,with slightly more pronounced enhancement at the edges,abundant blood vessels were visible inside and at the edges."Vascular floating sign"was noticed in 2 cases.Conclusion The clinical,CT and MRI manifestations of CRS had certain characteristics.
9.The current situation and relationship between parents′ mental health knowledge level and the attribution of common mental disorders in children and adolescents
Haoyu HE ; Hui WANG ; Xiaowen YU ; Jing ZENG ; Li GUO
Journal of Chinese Physician 2025;27(4):532-536
Objective:To understand the current situation and relationship between parents′ mental health knowledge level and the attribution of common mental disorders in children and adolescents.Methods:From January to February 2022, an anonymous survey was conducted among the parents of children and adolescents in the form of an online electronic questionnaire. The questionnaire consisted of three parts: demographic information, mental health knowledge questionnaire, and a case-based questionnaire on four common mental disorders among children and adolescents.Results:A total of 386 valid questionnaires were retrieved. The pass rate of the parents′ mental health knowledge questionnaire was 60.1%(232/386). The distribution differences of mental health knowledge scores in terms of demographic factors such as place of residence, disposable monthly family income, educational background, and occupation were statistically significant (all P<0.05), while there were no statistically significant differences in the distribution of gender, and marital status (all P>0.05). The most common causes attributed by parents to cases of depression were: high study pressure (66.1%), recent traumatic events (11.9%), and daily conflicts (6.0%). The most common causes of conduct disorder cases were: personality defects (25.6%), problems in childhood (21.5%), and daily conflicts (14.5%). The most common causes of social anxiety cases were: problems in childhood (34.7%), personality defects (32.6%), and high study pressure (6.0%); The most common causes of attention deficit and hyperactivity disorder (ADHD) cases are: problems in childhood (34.5%), personality defects (21.8%), and daily conflicts (9.3%). There were statistically significant differences between the passing score of parents′ mental health knowledge and the attribution of conduct disorders, social anxiety, and ADHD (all P<0.05). Conclusions:The level of mental health knowledge of parents is relatively low and urgently needs to be improved. The place of residence, the disposable monthly income of the family, educational background and occupation are the influencing factors of parents′ awareness rate of mental health knowledge. Parents attribute common mental disorders in children and adolescents to psychosocial factors, ignoring biological factors. Parents have a relatively low competence in maintaining the mental health of children and adolescents.
10.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.

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