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.Outcome Indicators in Randomized Controlled Trials of Traditional Chinese Medicine Intervention in Ulcerative Colitis
Yasheng DENG ; Lanfang MAO ; Jiang LIN ; Yanping FAN ; Wenyue LI ; Yonghui LIU ; Zhaobing NI ; Jinzhong YU
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(7):245-251
To systematically review randomized controlled trials (RCTs) of traditional Chinese medicine (TCM) intervention in ulcerative colitis (UC), and analyze the characteristics of these studies and their outcome indicators, thereby providing references for the design of future RCTs of TCM intervention in UC and offering evidence supporting the clinical application of TCM in UC. A computerized search was conducted in the China National Knowledge Infrastructure (CNKI), Wanfang Data, VIP, SinoMed, PubMed, Cochrane Library, EMbase, and Web of Science databases for RCTs of TCM intervention in UC published from January 2021 to August 2024. The risk of bias was assessed, and outcome indicators were qualitatively analyzed. A total of 555 RCTs were included, with a sample size of 44 853 participants. The largest sample size was 218 cases, and the smallest was 28 cases, with most studies focusing on 60-100 participants. Of the 386 RCTs that explicitly reported TCM syndrome types, the top three were large intestine dampness-heat syndrome (31.05%), spleen and kidney yang deficiency syndrome (12.47%), and spleen deficiency with dampness syndrome (9.17%). The interventions, ranked by frequency of use, included internal Chinese medicine compounds/preparations (64.5%), Chinese medicine compounds/preparations with retained enema (18.2%), internal Chinese medicine compounds/preparations + external TCM treatment (5.95%), and external TCM treatment alone (4.86%). The treatment duration was mainly 4-8 weeks (64.86%), with 61 studies (10.99%) reporting follow-up time. A total of 157 outcome indicators were used, with a frequency of 3 460 occurrences, classified into six domains: TCM syndromes and symptoms (346 occurrences, 10%), symptoms/signs (541 occurrences, 15.64%), physical and chemical examinations (2 119 occurrences, 61.24%), quality of life (107 occurrences, 3.09%), long-term prognosis (61 occurrences, 1.76%), and safety events (284 occurrences, 8.21%). The analysis reveals several limitations in the outcome indicators of TCM intervention in UC, including the lack of a basis for sample size calculation, non-standardized TCM syndrome classification, absence of trial design and registration, inadequate blinding and allocation concealment, adherence issues with interventions, imbalanced selection of surrogate and endpoint indicators, inconsistency in the timing of outcome measurements, design issues that require standardization, and ethical and safety concerns. It is recommended that future studies actively construct a set of core indicators for UC that include standardized TCM syndrome classification, clear efficacy evaluation indicators, key endpoint indicators, and reasonable measurement time points. Long-term prognostic impacts, comprehensive assessments of patients' quality of life, and consideration of economic benefits should be emphasized, providing a basis for the clinical practice of TCM in the treatment of UC.
3.Outcome Indicators in Randomized Controlled Trials of Traditional Chinese Medicine Intervention in Ulcerative Colitis
Yasheng DENG ; Lanfang MAO ; Jiang LIN ; Yanping FAN ; Wenyue LI ; Yonghui LIU ; Zhaobing NI ; Jinzhong YU
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(7):245-251
To systematically review randomized controlled trials (RCTs) of traditional Chinese medicine (TCM) intervention in ulcerative colitis (UC), and analyze the characteristics of these studies and their outcome indicators, thereby providing references for the design of future RCTs of TCM intervention in UC and offering evidence supporting the clinical application of TCM in UC. A computerized search was conducted in the China National Knowledge Infrastructure (CNKI), Wanfang Data, VIP, SinoMed, PubMed, Cochrane Library, EMbase, and Web of Science databases for RCTs of TCM intervention in UC published from January 2021 to August 2024. The risk of bias was assessed, and outcome indicators were qualitatively analyzed. A total of 555 RCTs were included, with a sample size of 44 853 participants. The largest sample size was 218 cases, and the smallest was 28 cases, with most studies focusing on 60-100 participants. Of the 386 RCTs that explicitly reported TCM syndrome types, the top three were large intestine dampness-heat syndrome (31.05%), spleen and kidney yang deficiency syndrome (12.47%), and spleen deficiency with dampness syndrome (9.17%). The interventions, ranked by frequency of use, included internal Chinese medicine compounds/preparations (64.5%), Chinese medicine compounds/preparations with retained enema (18.2%), internal Chinese medicine compounds/preparations + external TCM treatment (5.95%), and external TCM treatment alone (4.86%). The treatment duration was mainly 4-8 weeks (64.86%), with 61 studies (10.99%) reporting follow-up time. A total of 157 outcome indicators were used, with a frequency of 3 460 occurrences, classified into six domains: TCM syndromes and symptoms (346 occurrences, 10%), symptoms/signs (541 occurrences, 15.64%), physical and chemical examinations (2 119 occurrences, 61.24%), quality of life (107 occurrences, 3.09%), long-term prognosis (61 occurrences, 1.76%), and safety events (284 occurrences, 8.21%). The analysis reveals several limitations in the outcome indicators of TCM intervention in UC, including the lack of a basis for sample size calculation, non-standardized TCM syndrome classification, absence of trial design and registration, inadequate blinding and allocation concealment, adherence issues with interventions, imbalanced selection of surrogate and endpoint indicators, inconsistency in the timing of outcome measurements, design issues that require standardization, and ethical and safety concerns. It is recommended that future studies actively construct a set of core indicators for UC that include standardized TCM syndrome classification, clear efficacy evaluation indicators, key endpoint indicators, and reasonable measurement time points. Long-term prognostic impacts, comprehensive assessments of patients' quality of life, and consideration of economic benefits should be emphasized, providing a basis for the clinical practice of TCM in the treatment of UC.
4.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.
5.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.
6.Prevention and Treatment of Asthma by Traditional Chinese Medicine Regulating PI3K/Akt Signaling Pathway: A Review
Yasheng DENG ; Yanping FAN ; Wenyue LI ; Yonghui LIU ; Zhaobing NI ; Jinjiang XU ; Haobin CHEN ; Qiuye WU ; Jiang LIN
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(17):262-275
Asthma is a chronic inflammatory respiratory disease involving multiple cells and cellular components, characterized by recurrent episodes of wheezing, shortness of breath, chest tightness, and coughing, significantly impacting patients' quality of life. The phosphatidylinositol 3-kinase/protein kinase B(PI3K/Akt) signaling pathway, as a crucial hub in intracellular signaling, is widely involved in the regulation of cell growth, proliferation, survival, metabolism, and a series of pathophysiological processes. Its regulatory role in the pathological progression of asthma is particularly significant, specifically in promoting airway inflammation, mediating epithelial mesenchymal transition, accelerating airway remodeling, regulating cell autophagy, inducing mucus hypersecretion, and influencing immune response balance. This study analyzed potential molecular targets of the PI3K/Akt pathway, including activators such as cysteine proteinase inhibitor 1(CST1), found in inflammatory zone 1(FIZZ1) and free fatty acid receptor 1(FFAR1), and inhibitors such as human β-defensin-3(hBD-3), disintegrins, metalloproteinase 33(ADAM33) and interleukin-27(IL-27), and initially revealed the potential molecular mechanisms of traditional Chinese medicine(TCM) in asthma intervention. Based on this, the authors systematically summarized the efficacy and specific mechanisms of TCM monomers, compounds, and external treatments for asthma by regulating the PI3K/Akt signaling pathway through literature review and analysis, aiming at establishing a robust foundation for the wide application and advanced development of TCM in asthma treatment, offering innovative insights for clinical research and drug development of asthma.
7.Prevention and Treatment of Asthma by Traditional Chinese Medicine Regulating PI3K/Akt Signaling Pathway: A Review
Yasheng DENG ; Yanping FAN ; Wenyue LI ; Yonghui LIU ; Zhaobing NI ; Jinjiang XU ; Haobin CHEN ; Qiuye WU ; Jiang LIN
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(17):262-275
Asthma is a chronic inflammatory respiratory disease involving multiple cells and cellular components, characterized by recurrent episodes of wheezing, shortness of breath, chest tightness, and coughing, significantly impacting patients' quality of life. The phosphatidylinositol 3-kinase/protein kinase B(PI3K/Akt) signaling pathway, as a crucial hub in intracellular signaling, is widely involved in the regulation of cell growth, proliferation, survival, metabolism, and a series of pathophysiological processes. Its regulatory role in the pathological progression of asthma is particularly significant, specifically in promoting airway inflammation, mediating epithelial mesenchymal transition, accelerating airway remodeling, regulating cell autophagy, inducing mucus hypersecretion, and influencing immune response balance. This study analyzed potential molecular targets of the PI3K/Akt pathway, including activators such as cysteine proteinase inhibitor 1(CST1), found in inflammatory zone 1(FIZZ1) and free fatty acid receptor 1(FFAR1), and inhibitors such as human β-defensin-3(hBD-3), disintegrins, metalloproteinase 33(ADAM33) and interleukin-27(IL-27), and initially revealed the potential molecular mechanisms of traditional Chinese medicine(TCM) in asthma intervention. Based on this, the authors systematically summarized the efficacy and specific mechanisms of TCM monomers, compounds, and external treatments for asthma by regulating the PI3K/Akt signaling pathway through literature review and analysis, aiming at establishing a robust foundation for the wide application and advanced development of TCM in asthma treatment, offering innovative insights for clinical research and drug development of asthma.
8.Identification of the sugarcane β-1,3-glucanase gene family and analysis of their expression under various stress conditions.
Tingchen HUANG ; Yifei XIA ; Yurong LUO ; Shoujian ZANG ; Yan CHEN ; Qinghong LIU ; Yingying LI ; Yue ZHANG ; Wenyue ZHANG ; Yachun SU ; Chuihuai YOU
Chinese Journal of Biotechnology 2025;41(7):2913-2933
Sugarcane (Saccharum spp.) is an important sugar crop. Biotic and abiotic stresses such as diseases, cold, and drought are major factors limiting sugarcane production. β-1,3-glucanase (EC 3.2.1.39), a member of the pathogenesis-related protein family, plays an essential role not only in the plant defenses against pathogens but also in plant growth, development, and abiotic stress responses. To systematically investigate the sugarcane β-1,3-glucanase gene family, 132 glycoside hydrolase (GH) 17 family members were identified in the genomes of the sugarcane wild species Saccharum spontaneum 'Np-X', the tropical species S. officinarum 'LA-Purple', and the Saccharum spp. hybrid cultivar 'R570'. The results of the phylogenetic analysis categorized them into four subfamilies, of which subfamily Ⅳ had the largest proportion of members (102). The members of the sugarcane GH17 gene family contained five conserved motifs and 0-16 introns. The majority of the GH17 genes exhibited a genome-wide replication pattern, with 89.50% originating from S. spontaneum 'Np-X' and S. officinarum 'LA-Purple', while 58.10% of them in the Saccharum spp. hybrid cultivar 'R570' belonged to the discrete replication type. Four major classes of cis-acting elements were identified in the promoters, including the elements related to plant growth, development, and tissue-specific expression (14.21%), light-responsive elements (38.24%), biotic or abiotic stress-responsive elements (9.18%), and hormone-responsive elements (38.37%), which suggested that this gene family was involved in plant growth, development, hormone responses, and stress responses. Transcriptome and quantitative real-time PCR (RT-qPCR) analyses showed that the sugarcane GH17 genes exhibited tissue-specific expression and were differentially expressed under low temperature, drought, and hormone treatments, as well as during the interactions between different sugarcane genotypes and Sporisorium scitamineum, suggesting their potential roles in plant defenses. In addition, some SsGlu genes (SsGlu5, SsGlu20, SsGlu21, SsGlu25, SsGlu28, and SsGlu39) were expected to serve as candidate stress-related genes. This study lays a foundation for further revealing the molecular mechanisms of the stress resistance of sugarcane via β-1,3-glucanase genes.
Saccharum/physiology*
;
Stress, Physiological/genetics*
;
Glucan 1,3-beta-Glucosidase/metabolism*
;
Multigene Family
;
Phylogeny
;
Gene Expression Regulation, Plant
;
Plant Proteins/genetics*
9.Is this delayed inflammatory reaction of breast polyacrylamide hydrogel caused by 2019-nCoV infection? A case report and literature review
Xiaomu MA ; Boyang XU ; Wenyue LIU ; Jie LUAN ; Chunjun LIU
Chinese Journal of Plastic Surgery 2024;40(2):212-217
Breast augmentation using polyacrylamide hydrogel (PAHG) was widely used in China. We present the first case of delayed breast inflammation after 2019 novel coronavirus(2019-nCoV) infection in a patient who recieved breast augmentation with PAHG 20 years ago, without any other predispositions. The 45-year-old female patient complained of severe breast swelling and pain three weeks after 2019-nCoV infection. The swelling extended from the upper clavicle to the upper abdomen. Delayed inflammation reaction was diagnosed, followed by emergency surgery. During the surgery, the injected material was observed to gush out in a form of greenish and thin paste, with a foul odor. The wound had extensive diffuse oozing and hemoglobin decreased significantly. The patient was discharged one week after surgery. During a three-month follow-up, she experienced weakness and fatigue with no complications. There are still many unknown areas of the impact of 2019-nCoV on human foreign bodies and immune system, which is diverse and complex. Reporting various possible symptoms and mechanisms is conducive to improving the level of awareness and intervention of plastic surgeons.
10.Is this delayed inflammatory reaction of breast polyacrylamide hydrogel caused by 2019-nCoV infection? A case report and literature review
Xiaomu MA ; Boyang XU ; Wenyue LIU ; Jie LUAN ; Chunjun LIU
Chinese Journal of Plastic Surgery 2024;40(2):212-217
Breast augmentation using polyacrylamide hydrogel (PAHG) was widely used in China. We present the first case of delayed breast inflammation after 2019 novel coronavirus(2019-nCoV) infection in a patient who recieved breast augmentation with PAHG 20 years ago, without any other predispositions. The 45-year-old female patient complained of severe breast swelling and pain three weeks after 2019-nCoV infection. The swelling extended from the upper clavicle to the upper abdomen. Delayed inflammation reaction was diagnosed, followed by emergency surgery. During the surgery, the injected material was observed to gush out in a form of greenish and thin paste, with a foul odor. The wound had extensive diffuse oozing and hemoglobin decreased significantly. The patient was discharged one week after surgery. During a three-month follow-up, she experienced weakness and fatigue with no complications. There are still many unknown areas of the impact of 2019-nCoV on human foreign bodies and immune system, which is diverse and complex. Reporting various possible symptoms and mechanisms is conducive to improving the level of awareness and intervention of plastic surgeons.

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