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.Diagnostic Criteria of Spleen and Kidney Deficiency Syndrome in Ischemic Stroke Patients
Wenyue DONG ; Xiangzhe LIU ; Xinzhi WANG ; Yongkun LU ; Haiyan YANG
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(9):134-141
ObjectiveTo establish preliminary diagnostic criteria for spleen and kidney deficiency syndrome in ischemic stroke patients and provide a basis for standardized diagnosis and treatment of ischemic stroke. MethodsRelevant literature on the diagnostic criteria for spleen and kidney deficiency syndrome in ischemic stroke patients was retrieved, and data were mined and extracted to form an item pool. Based on the formation of the item pool, this study used the Delphi method to initiate two rounds of questionnaire surveys with selected experts to complete the initial screening of items and the discrimination of symptom importance. A prospective clinical investigation method was adopted to collect clinical information from patients, and statistical analysis methods and data mining techniques were comprehensively used to determine their primary and secondary symptoms. Based on the clear main and secondary symptoms identified, combined with expert group discussions, the study established preliminary diagnostic criteria for spleen and kidney deficiency syndrome in ischemic stroke patients. ResultsA total of 25 relevant syndrome differentiation standards were included. After splitting, standardizing, and screening the items, the study established a pool of 48 items. The first round of questionnaire survey consulted 30 experts, with both the positive coefficient of experts and the effectiveness rate of the questionnaire reaching 100%. The Kendall's coefficient of concordance was 0.359. According to the item screening criteria, 26 items were retained in this round of questionnaire survey. A total of 176 cases were collected through clinical information investigation, including 94 cases with spleen and kidney deficiency syndrome and 82 cases without spleen and kidney deficiency syndrome. The statistical results were as follows: ① Descriptive statistics: The main symptoms with a frequency of ≥ 30% included mental fatigue and lack of strength, weakness of the lower back and knees, etc. The secondary symptoms with a frequency of ≥ 10% and ≤ 30% were lassitude and disinclination to talk, shortness of breath, etc. ② Binary logistic regression analysis: The main symptoms with an odds ratio (OR) value of ≥ 3 were mental fatigue and lack of strength, weakness of the lower back and knees, etc. The secondary symptoms with an OR value of ≥ 1 and ≤ 3 were lassitude and disinclination to talk, shortness of breath, etc. Artificial neural network: The main symptoms with a weight value(Wij)of ≥ 0.5 and < 1 were mental fatigue and lack of strength, lassitude and disinclination to talk, etc. The secondary symptoms with Wij of ≥ 0.3 and < 0.5 were shortness of breath, flaccid limbs, etc. In the second round of questionnaire survey, a total of 37 experts were consulted, with both the positive coefficient of experts and the effectiveness rate of the questionnaire reaching 100%. The Kendall's coefficient of concordance was 0.237. According to the criteria to determine primary and secondary symptoms based on the Delphi method, the main symptoms included in this round of the questionnaire were mental fatigue and lack of strength, lassitude and disinclination to talk, etc., and the secondary symptoms were shortness of breath, dizziness, etc. ConclusionThe main symptoms of spleen and kidney deficiency syndrome in ischemic stroke patients are mental fatigue and lack of strength, weakness of the lower back and knees, loose stool, pale and edematous tongue texture possibly with tooth marks, and deep and thready pulse or weak pulse. The secondary symptoms include shortness of breath, dizziness, tinnitus and deafness, decreased appetite or postprandial abdominal distension, pale complexion, frequent micturition at night, dull tongue texture, and white and slippery tongue coating. The preliminarily established diagnostic criteria for spleen and kidney deficiency syndrome in ischemic stroke patients can provide a standardized and objective basis, thereby better guiding clinical diagnosis and treatment of ischemic stroke.
3.Herbal Textual Research on Picrorhizae Rhizoma in Famous Classical Formulas
Feng ZHOU ; Yihan WANG ; Yanmeng LIU ; Xiaoqin ZHAO ; Kaizhi WU ; Cheng FENG ; Wenyue LI ; Wei ZHANG ; Wentao FANG ; Zhilai ZHAN
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(9):228-239
This article systematically analyzes the historical evolution of the name, origin, quality evaluation, harvesting, processing and other aspects of Picrorhizae Rhizoma by referring to the medical books, prescription books, and other documents of the past dynasties, combined with relevant modern research materials, in order to provide a basis for the development and utilization of famous classical formulas containing this medicinal herb. The research results indicate that Picrorhizae Rhizoma was first recorded in New Revised Materia Medica from the Tang dynasty. Throughout history, Huhuanglian has been used as its official name, and there are also aliases such as Gehu Luze, Jiahuanglian and Hulian. The main source of past dynasties is the the rhizomes of Picrorhiza kurrooa and P. scrophulariiflora. In ancient times, Picrorhizae Rhizoma was mainly imported by foreign traders via Guangzhou and other regions, and also produced in China, mainly in Xizang. In ancient times, it was harvested and dried in early August of the lunar calendar, while in modern times, it is mostly harvested from July to September, with the best quality being those with thick and crispy rhizomes without impurities, and bitter taste. Throughout history, Picrorhizae Rhizoma was collected, washed, sliced, and dried before being used as a raw material for medicine, it has a bitter and cold taste, mainly used to treat bone steaming, hot flashes, infantile chancre fever, and dysentery. There is no significant difference in taste and efficacy between ancient and modern times. Based on the research results, it is recommended that the rhizomes of P. scrophulariiflora in the 2020 edition of Chinese Pharmacopoeia, or the rhizomes of P. kurrooa, can be used in famous classical formulas containing this medicinal herb, which can be processed according to the processing requirements marked by the original formula. For those without clear processing requirements, the dried raw products are used as medicine.
4.Research on the standardization of living will model texts based on the Delphi method
Hongjun CHEN ; Wenyue DONG ; Jialin FU ; Xuanyun WANG ; Dingyi WANG ; Yue WANG
Chinese Medical Ethics 2025;38(4):512-521
ObjectiveTo develop a standardized living will manual suitable for promotion in China, combining existing literature and the current implementation status of living will both domestically and internationally as well as the characteristics of modern medicine. MethodsA pool of manual entries was constructed through hospital interviews and literature retrieval. A Delphi method expert correspondence was conducted to modify and supplement the manual entry settings. The results of the correspondence were statistically analyzed to verify the reliability and scientific validity of the manual and the correspondence. ResultsThis study constructed a pool of manual entries by conducting interviews in four hospitals in Beijing and retrieving and including 155 pieces of literature,and developed a preliminary version of the manual with a total of 40 entries in four sections, namely medicine, psychology, society, and farewell. The manual items were revised through two rounds of the Delphi method correspondence with a total of 88 experts. The expert response rates in the two rounds of the correspondence questionnaires were 100% and 90%, respectively; the expert authority coefficients were 0.84 and 0.865, respectively; and Kcndall W was 0.141 and 0.077, respectively. In terms of the reliability test, the Cronbach’s α coefficients of the two rounds of correspondence were 0.941 and 0.969, respectively, and the Guttman coefficients were 0.862 and 0.857, respectively. As for the validity test, the Pearson correlation coefficient for 39 entries was R>0.4 in the first round of correspondence, and for 41 entries was R>0.4 in the second round of correspondence; a total of 20 entries in the first round of correspondence had an I-CVI ≥ 0.780, and the scale’s S-CVI was 0.786; a total of 31 entries in the second round of correspondence had an I-CVI ≥ 0.780, and the scale’s S-CVI was 0.846. Meanwhile, this study developed a legal instrument section of the manual including personal information, effective time, modification and revocation, witnesses, and other contents by reviewing relevant laws and regulations both domestically and internationally. ConclusionThe standardized living will manual is comprehensive, reliable, and scientific, which makes it suitable for promotion and further improvement.
5.Herbal Textual Research on Euphorbiae Pekinensis Radix and Knoxiae Radix in Famous Classical Formulas
Xiaoxuan CUI ; Kaizhi WU ; Wuwei MENG ; Yapeng WANG ; Wenyue LI ; Cheng FENG ; Zhilai ZHAN
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(10):282-294
This article systematically analyzes the historical evolution of the name, origin, medicinal parts, processing and other aspects of Euphorbiae Pekinensis Radix(EPR) by referring to the herbal medicine, medical books, prescription books and other documents of the past dynasties, combined with the relevant modern research materials, so as to provide a basis for the development and utilization of famous classical formulas containing this herbal medicine. According to research, EPR was first recorded in the Shennong Bencaojing in the name of Daji, and it is the correct name of the herbal medicine in all dynasties, there are also other aliases such as Qiongju, Hongya Daji, and Xiamaxian. The dried roots of Euphorbia pekinensis from Euphorbiaceae was the mainstream of the past dynasties. Before the Ming dynasty, the above ground parts of E. pekinensis were used as Zeqi in herbal works. However, since LI Shizhen in the Ming dynasty proposed that the origin of Zeqi should be E. helioscopia, the aerial part of EPR is no longer used as medicine. Since modern times, the roots of Knoxia valerianoides has been used as EPR, and has become the mainstream of commodities, which should be corrected. Throughout history, it has been recorded that the main producing areas were Jiangsu, Anhui, Zhejiang, Shanxi and other regions, while modern botanical survey have shown that EPR is a widespread species distributed throughout the country. In ancient times, the harvesting time of EPR was mostly the twelfth lunar month, while in modern time, it is more common to harvest in autumn and winter. The main processing methods of EPR in ancient times were vinegar processing, wine processing, and stir frying, while in modern times, it is uniformly vinegar processing. In the medicinal properties and clinical aspects, the records are basically consistent throughout history, mainly characterized by bitter taste, cold and toxic nature. Its main efficacy is expelling water retention and reducing swelling. Based on the textual research, it is suggested to choose the dried roots of E. pekinensis when famous classical formulas containing EPR, processing method can be based on the original specified prescription requirements, if the processing method is not clear, it is recommended to use vinegar-processed products as medicine.
6.Long noncoding RNA HClnc1 promotes proliferation and migration of liver cancer cells by targeting RBBP5/KAT2B complex to enhance ODC1 transcription.
Zhihui FENG ; Wenyue LI ; Mingxiu ZHANG ; Peipei WANG ; Yangyang SHUAI ; Hong ZHANG
Journal of Southern Medical University 2025;45(9):1919-1926
OBJECTIVES:
To investigate the role of long noncoding RNA (lncRNA) HClnc1 in regulating proliferation, invasion, and migration of hepatocellular carcinoma (HCC) cells and the regulatory mechanism.
METHODS:
HClnc1 expression levels in liver cancer tissues were analyzed using data from the TCGA database. BrdU incorporation, plate cloning, and transwell assays were employed to examine the effects of HClnc1 silencing/overexpression and/or ODC1 silencing on proliferation, invasion, and migration of liver cancer cells. The effects of HClnc1 silencing on ODC1 protein and mRNA expression in the liver cancer cells were analyzed using qRT-PCR and Western blotting. The activity of ODC1 promoter was analyzed using a dual luciferase reporter gene assay. Pull-down experiment, mass spectrometry analysis, and chromatin immunoprecipitation (ChIP) assay were used for identification of HClnc1-binding proteins and their interactions. Protein interactions with the ODC1 promoter region and their binding efficiencies were investigated using RNA interference and ChIP analysis.
RESULTS:
HClnc1 was significantly overexpressed in HCC tissues. In liver cancer cells, HClnc1 silencing significantly inhibited cell proliferation, invasion, and migration, while HClnc1 overexpression promoted these behaviors. ODC1 silencing also suppressed malignant behaviors of liver cancer cells, and counteracted the effects of HClnc1 overexpression. Interference of HClnc1 obviously inhibited ODC1 promoter activity. RBBP5 and KAT2B proteins were identified to bind simultaneously with HClnc1. HClnc1 overexpression upregulated ODC1 protein expression, while interference of RBBP5 or KAT2B downregulated ODC1 protein expression and blocked HClnc1-induced upregulation of ODC1 protein. Both RBBP5 and KAT2B could directly bind to ODC1 promoter region; knocking out KAT2B or RBBP5 reduced the binding efficiency, while knocking out HClnc1 reduced the binding of both RBBP5 and KAT2B to ODC1 promoter region.
CONCLUSIONS
By targeting the RBBP5/KAT2B epigenetic modification complex, HClnc1 increases ODC1 promoter activity to enhance ODC1 transcription and promote the proliferation and migration of liver cancer cells.
Humans
;
Cell Proliferation
;
RNA, Long Noncoding/genetics*
;
Cell Movement
;
Liver Neoplasms/metabolism*
;
Cell Line, Tumor
;
Carcinoma, Hepatocellular/genetics*
;
Promoter Regions, Genetic
;
Gene Expression Regulation, Neoplastic
7.IL-17D improves cytotoxic function of CD93+CTL in lung tumor micro-environment and promotion of Platycodon grandiflorum
Wenyue YANG ; Qingguo ZHANG ; Shan ZHANG ; Yue WANG ; Li WANG ; Chengfang YAO
Chinese Journal of Immunology 2024;40(5):925-930,938
Objective:To investigate mechanisms of IL-17D on cytotoxic function of CD93+CTL in lung tumor microenviron-ment(TME)and promotion of Platycodon grandiflorum(PG).Methods:Lung of B16 melanoma model mice and control mice were treated with PG or IL-17D,and lung tumor clone formation was observed.IL-17D expression change in lung was detected by single cell sequencing,immunofluorescence staining and flow cytometry.Single cell sequencing and flow cytometry were used to detect CD93+CTL content,cytotoxic phenotype and functional factors changes,including CD107a,perforin,granzyme B,chemokine CCL2,CXCL9 and their ligand CCR2 and CXCR3.Western blot and RT-PCR were used to detect effect of Platycodonopsis saponin D on IL-17D and its transcriptional regulator NRF2 expressions in EL4 cells.Results:Pulmonary CD93+CTL highly expressed cytotoxic effectors such as perforin and CD107a and chemokine receptors CXCR3 and CCR2 than CD93-CTL,while there was no significant difference in secretion of granzyme B.In mouse lung tumor model,pulmonary IL-17D and CD93+CTL were significantly decreased(P<0.001);in tumor-bearing mice after IL-17D backfill assay,or after 10 days of treatment with PG,proportion and absolute number of IL-17D and CD93+CTL in lungs were significantly increased(P<0.05),and tumor clones were significantly reduced;meanwhile,tumor-local expressions of cytokines CCL2,CXCL9,which are related to recruitment and function of CD93+CTL,and IL-17D were significantly upregulated.Up-regulation of IL-17D and its transcriptional regulator NRF2 by PG was verified in vitro experiments on EL4 cell line by PD.Conclusion:Traditional Chinese medicine PG and its extracts can up-regulate expression of IL-17D in lungs,improve infiltration and cytotoxic function of CD93+CTL and antagonize malignant progression of lung tumors,this is an important phar-macological mechanism of PG in improving immune TME of tumors in lung.
8.Discussion on the validity period determination method of commercial ready-to-use TSA medium
Wenyue KOU ; Yuru JIANG ; Luyao HAO ; Yuyi TANG ; Xueyun ZHOU ; Xiujuan ZHU ; Zhen QIAN ; Ge JIN ; Jiaojiao WANG
Drug Standards of China 2024;25(3):289-295
Objective:To study the quality and stability of commercial ready-to-use tryptone soya agar(TSA)after storing at 2-25 ℃ for different storage duration under dark condition in order to discuss a determination method of validity period for medium.Methods:Three consecutive batches of ready-to-use TSA medium from two manufac-turers were selected and stored at 2-25 ℃ under dark conditions for 30,90 and 180 days,respectively.The appearance,pH,medium suitability and sterility of the medium were tested.Results:The results of appearance,pH,suitability and sterility of TSA medium from two manufacturers for each batch under different storage duration all met the requirements of the Chinese Pharmacopoeia 2020 Volume IV on the quality control of medium.Conclusion:The TSA medium from two manufacturers all met the requirements when stored for 180 days at 2-25 ℃ under dark condition,indicating that the validity period of TSA medium from two manufacturers can reach 180 days.
9.Dosimetric comparison between gamma knife SBRT and linear accelerator-based SBRT for lung tumors
Wenyue DUAN ; Huajian WU ; Genghao ZHAO ; Chuanhao ZHANG ; Zhijun FAN ; Zhe WANG ; Ruoyu WANG
Chinese Journal of Radiological Medicine and Protection 2024;44(6):482-488
Objective:To analyze the dosimetric differences between gamma knife stereotactic body radiation therapy (SBRT) and linear accelerator-based SBRT for lung tumors by comparison to provide a theoretical basis for the selection of treatment strategies.Methods:Seven patients who underwent SBRT for lung tumors in the Cancer Center of Affiliated Zhongshan Hospital of Dalian University from January 2022 to May 2023 were enrolled. Plans of gamma knife SBRT (γ_SBRT) or linear accelerator-based SBRT plans (X_SBRT) were designed for the 13 lesions in the patients, with adjacent lesions in the same patient sharing one plan. As a result, 10 γ_SBRT plans and 10 X_SBRT plans were obtained. All lesions received 30-50 Gy of radiation in 5-10 fractions. Then, dosimetric parameters were analyzed and compared between γ_SBRT and X_SBRT plans, including the target coverage, gradient index (GI), conformity index (CI), maximum dose ( Dmax); mean dose ( Dmean), and minimum dose ( Dmin) of planning target volumes (PTVs); lung volumes receiving 20 Gy or more ( V20), 10 Gy or more ( V10), 5 Gy or more ( V5), 100% of the prescription dose ( V100%), and 50% of the prescription dose ( V50%); Dmean and the percentages of lung volume receiving doses of 20 Gy or more (Lung_ V20) and 5 Gy or more (Lung_ V5) of ipsilateral lung; Dmean and Lung_ V5 of contralateral lung; and Dmax values of the esophagus, spinal cord, and heart. Results:Compared to X_SBRT plans, γ_SBRT plans exhibited superior GI, V20, V10, V5, V50%, the Dmean, Lung_ V20, and Lung_ V5 of ipsilateral lung, the Dmean and Lung_ V5 of the contralateral lung, and the Dmax of esophageal and heart ( z = -2.81 to -1.99, P < 0.05), higher Dmax and Dmean of PTVs ( z = -2.80, -2.80, P < 0.05), and longer delivery time ( z=-2.70, P<0.05). Meanwhile, there was no significant difference in target coverage, CI, and Dmax of the spinal cord ( P > 0.05). Conclusions:Gamma knife SBRT plans can achieve sharper dose falloff outside target volumes than linear accelerator-based SBRT plans. Gamma knife radiosurgery is expected to reduce the radiation dose to low-dose areas around PTVs and normal lung tissue in SBRT for lung tumors. However, it significantly prolongs the delivery time.
10.Efficacy of PD-1 inhibitor combined with radiotherapy in advanced and relapsed / refractory extranodal NK/T cell lymphoma
Yuan LIU ; Wenyue XIE ; Quan LI ; Hanyu WANG ; Yunfei XIA ; Yujing ZHANG
Chinese Journal of Radiation Oncology 2024;33(5):426-431
Objective:To assess the efficacy and safety of programmed death-1 (PD-1) inhibitor combined with radiotherapy in advanced and relapsed / refractory extranodal NK/T cell lymphoma (ENKTL).Methods:Clinical data of 26 patients with advanced and recurrent / refractory ENKTL admitted to Sun Yat-sen University Cancer Center from January 2019 to December 2021 were retrospectively analyzed. All patients were treated with the PD-1 inhibitor combined with radiotherapy. The treatment responses, survival rate and and adverse reactions of the regimen were analyzed. The Kaplan-Meier method was used to estimate the 1- and 2-year progression-free survival (PFS) rate and overall survival (OS) rate, and the Cox proportional risk model was used for univariate prognostic factorial analysis for PFS and OS.Results:The median follow-up time of 26 patients was 29 months (10-49 months). The objective response rate (ORR) was 85%. The complete and partial remission rates were 77% and 8%. The median PFS time was 25 months. The 1- and 2- year PFS rates were 73.1% and 53.3%. The 1- and 2- year OS rates were 88.5% and 75.3%. The main adverse reaction was acute mucositis with an incidence rate of 31% (8/26), followed by hematological toxicity. The incidence of immune-related adverse events in lung, liver and thyroid were low. Only 1 patient developed grade 3 acute mucositis, 1 patient developed grade 4 immune pneumonitis, and the remaining patients had grade 1-2 toxicities. All patients showed good tolerance. The univariate analysis showed that elevated lactate dehydrogenase, Epstein-Barr virus DNA positive after treatment, and less than 6 cycles of anti-PD-1 immunotherapy were prognostic factors for poor OS.Conclusion:The regimen of PD-1 inhibitor combined with radiotherapy demonstrates promising efficacy and well tolerance in patients with advanced and relapsed / refractory ENKTL.

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