1.Construction and Validation of a Large Language Model-Based Intelligent Pre-Consultation System for Traditional Chinese Medicine
Yiqing LIU ; Ying LI ; Hongjun YANG ; Linjing PENG ; Nanxing XIAN ; Kunning LI ; Qiwei SHI ; Hengyi TIAN ; Lifeng DONG ; Lin WANG ; Yuping ZHAO
Journal of Traditional Chinese Medicine 2025;66(9):895-900
ObjectiveTo construct a large language model (LLM)-based intelligent pre-consultation system for traditional Chinese medicine (TCM) to improve efficacy of clinical practice. MethodsA TCM large language model was fine-tuned using DeepSpeed ZeRO-3 distributed training strategy based on YAYI 2-30B. A weighted undirected graph network was designed and an agent-based syndrome differentiation model was established based on relationship data extracted from TCM literature and clinical records. An agent collaboration framework was developed to integrate the TCM LLM with the syndrome differentiation model. Model performance was comprehensively evaluated by Loss function, BLEU-4, and ROUGE-L metrics, through which training convergence, text generation quality, and language understanding capability were assessed. Professional knowledge test sets were developed to evaluate system proficiency in TCM physician licensure content, TCM pharmacist licensure content, TCM symptom terminology recognition, and meridian identification. Clinical tests were conducted to compare the system with attending physicians in terms of diagnostic accuracy, consultation rounds, and consultation duration. ResultsAfter 100 000 iterations, the training loss value was gradually stabilized at about 0.7±0.08, indicating that the TCM-LLM has been trained and has good generalization ability. The TCM-LLM scored 0.38 in BLEU-4 and 0.62 in ROUGE-L, suggesting that its natural language processing ability meets the standard. We obtained 2715 symptom terms, 505 relationships between diseases and syndromes, 1011 relationships between diseases and main symptoms, and 1 303 600 relationships among different symptoms, and constructed the Agent of syndrome differentiation model. The accuracy rates in the simulated tests for TCM practitioners, licensed pharmacists of Chinese materia medica, recognition of TCM symptom terminology, and meridian recognition were 94.09%, 78.00%, 87.50%, and 68.80%, respectively. In clinical tests, the syndrome differentiation accuracy of the system reached 88.33%, with fewer consultation rounds and shorter consultation time compared to the attending physicians (P<0.01), suggesting that the system has a certain pre- consultation ability. ConclusionThe LLM-based intelligent TCM pre-diagnosis system could simulate diagnostic thinking of TCM physicians to a certain extent. After understanding the patients' natural language, it collects all the patient's symptom through guided questioning, thereby enhancing the diagnostic and treatment efficiency of physicians as well as the consultation experience of the patients.
2.Mechanism related to bile acids metabolism of liver injury induced by long-term administration of emodin.
Jing-Zhuo TIAN ; Lian-Mei WANG ; Yan YI ; Zhong XIAN ; Nuo DENG ; Yong ZHAO ; Chun-Ying LI ; Yu-Shi ZHANG ; Su-Yan LIU ; Jia-Yin HAN ; Chen PAN ; Chen-Yue LIU ; Jing MENG ; Ai-Hua LIANG
China Journal of Chinese Materia Medica 2025;50(11):3079-3087
Emodin is a hydroxyanthraquinone compound that is widely distributed and has multiple pharmacological activities, including anti-diarrheal, anti-inflammatory, and liver-protective effects. Research indicates that emodin may be one of the main components responsible for inducing hepatotoxicity. However, studies on the mechanisms of liver injury are relatively limited, particularly those related to bile acids(BAs) metabolism. This study aims to systematically investigate the effects of different dosages of emodin on BAs metabolism, providing a basis for the safe clinical use of traditional Chinese medicine(TCM)containing emodin. First, this study evaluated the safety of repeated administration of different dosages of emodin over a 5-week period, with a particular focus on its impact on the liver. Next, the composition and content of BAs in serum and liver were analyzed. Subsequently, qRT-PCR was used to detect the mRNA expression of nuclear receptors and transporters related to BAs metabolism. The results showed that 1 g·kg~(-1) emodin induced hepatic damage, with bile duct hyperplasia as the primary pathological manifestation. It significantly increased the levels of various BAs in the serum and primary BAs(including taurine-conjugated and free BAs) in the liver. Additionally, it downregulated the mRNA expression of farnesoid X receptor(FXR), retinoid X receptor(RXR), and sodium taurocholate cotransporting polypeptide(NTCP), and upregulated the mRNA expression of cholesterol 7α-hydroxylase(CYP7A1) in the liver. Although 0.01 g·kg~(-1) and 0.03 g·kg~(-1) emodin did not induce obvious liver injury, they significantly increased the level of taurine-conjugated BAs in the liver, suggesting a potential interference with BAs homeostasis. In conclusion, 1 g·kg~(-1) emodin may promote the production of primary BAs in the liver by affecting the FXR-RXR-CYP7A1 pathway, inhibit NTCP expression, and reduce BA reabsorption in the liver, resulting in BA accumulation in the peripheral blood. This disruption of BA homeostasis leads to liver injury. Even doses of emodin close to the clinical dose can also have a certain effect on the homeostasis of BAs. Therefore, when using traditional Chinese medicine or formulas containing emodin in clinical practice, it is necessary to regularly monitor liver function indicators and closely monitor the risk of drug-induced liver injury.
Emodin/administration & dosage*
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Bile Acids and Salts/metabolism*
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Animals
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Male
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Liver/injuries*
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Chemical and Drug Induced Liver Injury/genetics*
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Drugs, Chinese Herbal/adverse effects*
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Humans
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Rats, Sprague-Dawley
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Mice
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Rats
3.Construction and Optimization of CD19 Chimeric Antigen Receptor T Cells Derived from C57BL/6J Mice
Chun-Xiao REN ; Li ZHAO ; Xian-Xian CHEN ; Yu TIAN ; Kai ZHAO
Journal of Experimental Hematology 2024;32(2):595-602
Objective:To explore the stimulation conditions,optimal culture time and infection time of C57BL/6J mice CD3+T cells in vitro,so as to improve the infection efficiency of CD 19 chimeric antigen receptor T cells(mCD19 CAR-T).Methods:Purified C57BL/6J mice CD3+T cells were cultured in anti-CD3/CD28 coated,anti-CD3 coated+soluble anti-CD28 and anti-CD3 coated,respectively.The cells were stimulated in above three conditions for 12 h and 24 h,following with 24 h,48 h and 72 h incubation and then the number of cell clones was recorded.C57BL/6J mice CD3+T cells were stimulated for 12 h,24 h,and 36 h under the above three conditions,then interleukin(IL)-2(100 U/ml)was added.The number of cell clones was recorded under microscope at 24 h,48 h,and 72 h of culture.After 24 h of stimulation,CD3+T cells derived from C57BL/6J mice were infected with retrovirus for 48 h to establish mCD19 CAR-T cells,and the percentage of GFP+CAR-T cells was detected by flow cytometry.Results:The infection efficiency of mCD19 CAR-T cells derived from C57BL/6J mice was only 5.23%under the optimized conditions of mCD19 CAR-T cells derived from BALB/c mice.The number of clones of C57BL/6J mice CD3+T cells was the highest in anti-CD3 coated+soluble anti-CD28 group after stimulated for 24 h and followed cultured for 48 h.After 24 hours of stimulation under the above conditions and 48 hours of culture with IL-2,the number of T cell proliferating clones in the anti-CD3 coated+soluble anti-CD28 group was significantly increased compared with the same group without IL-2,and the infection efficiency of CAR-T cells in this group reached 17.63%±4.17%.Conclusion:The optimal conditions for constructing CAR-T cells from C57BL/6J mice CD3+T cells are different from those of BABL/c mice.T cells stimulated by anti-CD3 coated+soluble anti-CD28+IL-2 can obtain mCD19 CAR-T cells with the highest efficiency after retrovirus infection.
4.Effects of different processing methods on oil components in Gleditsiae sinensis Fructus and Gleditsiae Fructus Abnormalis
Shi-Rong DOU ; Yan-Gang CAO ; Kai LI ; Lian-Qi TIAN ; Xiang-Le MENG ; Yan-Bang SHI ; Li-Xian ZHANG ; Hong-Wei LI ; Wei-Sheng FENG
Chinese Traditional Patent Medicine 2024;46(6):1809-1818
AIM To investigate the effects of stir-frying,processing with butter and carbonizing by stir-frying on oil components in Gleditsiae sinensis Fructus and Gleditsiae Fructus Abnormalis.METHODS The volatile oils and fatty oils were extracted by steam distillation method and Soxhlet extraction method,respectively,after which the extraction rates were determined.GC-MS was applied to analyzing the kinds and relative contents of oil components,after which cluster analysis was performed.RESULTS After the processing,the two medicinal materials demonstrated increased extraction rates of fatty oils and decreased extraction rates of volatile oils(except for processing with butter),the extraction rates of oil components in Gleditsiae sinensis Fructus were higher than those in Gleditsiae Fructus Abnormalis,and the reduced relative contents of toxic olefin benzene components were observable.CONCLUSION The kinds and relative contents of oil components in Gleditsiae sinensis Fructus and Gleditsiae Fructus Abnormalis exist obvious differences,the former displays better medicinal quality,whose processing mechanism in alleviating dryness and strength may contribute to the reduction of relative contents of toxic olefin benzene components.
5.Honey-processed Hedysari Radix in treatment of spleen-Qi deficiency rats based on metabonomics of the cecum contents
Yu-Jing SUN ; Qin-Jie SONG ; Yan-Jun WANG ; Tian-Tian BIAN ; Yu-Gui ZHANG ; Xian-Wei LI ; Guo-Feng LI ; Yue-Feng LI
The Chinese Journal of Clinical Pharmacology 2024;40(4):584-588
Objective To find potential biomarkers and analyzing metabolic pathways of the treatment by honey-processed Hedysari Radix,the cecal contents of rats with spleen-Qi deficiency were used as samples for analysis.Methods Sixty male SD rats were randomly divided into blank,model,experimental and control groups.The rats in other groups except the control group were carried out by using the three-factor compound modeling method of bitter-cold diarrhea,excessive exertion and hunger and satiety disorders.Experimental group was given 12.60 g·kg-1 honey-processed Hedysari Radix;control group was given 0.63 g·kg-1 lactobacillus bifidum triplex tabletsa;control and model groups received with equal volume of distilled water for a total of 15 days.Measure body weight,anal temperature,immune organ index of rats.Ultra-pressure liquid chromatography-quadrupole-exactive-mass spectrometry technology was used to measure the levels of endogenous metabolites in cecum contents.Orthogonal partial least squares discriminant analysis and database"Kyoto Encyclopedia of Genes and Genomes"were used to identify potential differential metabolites and possible metabolic pathways.Results After the intervention,the average body weight of the experimental,control,model and blank groups was(216.87±7.85),(210.96±9.03),(159.47±5.18)and(293.51±22.98)g;anal temperature was(36.14±0.48),(35.40±0.64),(34.50±0.78)and(36.61±0.34)℃;the thymus indexes were(1.19±0.20),(1.24±0.25),(0.47±0.15)and(1.31±0.21)mg·g-1;the spleen indexes were(1.95±0.33),(2.18±0.28),(1.61±0.27)and(2.29±0.24)mg·g-1.Compared with the model group,the above indexes of the experimental group and the control group were significantly increased(all P<0.01).A total of 14 potential biomarkers of Honey-processed Hedysari Radix in treating spleen-Qi deficiency syndrome were screened out in this study,which mainly involved amino acid metabolism such as tryptophan and glutamate,riboflavin metabolism and adenosine 5'-monophosphate-activated protein kinase metabolism.Conclusion Honey-processed Hedysari Radix can further protect the intestinal mucosal barrier and reduce the intestinal inflammatory response by improving the metabolic level of cecum contents in rats with spleen-Qi deficiency in cecum contents,thus exerting the effect of strengthening the spleen and tonifying the Qi.
6.Distribution and localization of dopamine receptor in small intestines
Jun-Jun CHEN ; Li ZHOU ; Tian SU ; Xian-Wei WANG ; Hai-Long ZHANG ; Zhi-Yong WANG
Acta Anatomica Sinica 2024;55(5):612-618
Objective To explore the distribution and localization of dopamine receptor D3-D5 in the small intestine of different species.Methods The distribution and expression of D3-D5 in the small intestine of mice,rats and rhesus monkeys were detected by immunohistochemistry and Western blotting.The expression of D3-D5 in immunoglobulin A positive plasma cells(IgA+PC)located in the lamina propria(LP)were detected by immunofluorescence double labeling.Results D3 and D5 were widely distributed in the epithelium,LP,submucosal plexus(SMP)and intermuscular plexus(MP)of the small intestine in mice,rats and rhesus monkeys.The distribution of D4 in the small intestinal of mice and rhesus monkeys were consistent with the result of D3 and D5.D4 was distributed only within the epithelium and LP of rat small intestine.D3 and D5 were expressed in the IgA+PC in the LP of mice and rats,whereas D4 was not.Conclusion The distribution and localization pattern of D3 and D5 are similar in the small intestine of mice,rats and rhesus monkeys,whereas those of D4 vary between different species.Dopamine may be involved in regulating the functions of IgA+PC.
7.Diurnal rhythm of PXR or PPARα activation-induced liver enlargement
Tu XIAN ; Jia-ning TIAN ; Xuan LI ; Shi-cheng FAN ; Cheng-hui CAI ; Peng-fei ZHAO ; Min HUANG ; Hui-chang BI
Acta Pharmaceutica Sinica 2024;59(12):3251-3260
Liver size is regulated by circadian clock and exhibits a diurnal rhythm. Pregnane X receptor (PXR) and peroxisome proliferator-activated receptor
8. Effects of berberine on colon dermal cell apoptosis in mice with ulcerative colitis based on JAK/STAT signaling pathway
Chun-Lin LI ; Pi-Xian SHUI ; Shi-Chao LI ; Ying-Tian JIA ; Jian LI ; Kun-Peng ZHAO
Chinese Pharmacological Bulletin 2023;39(5):938-945
Aim To analyze the effects of berberine on the apoptosis of colon epithelial cells and polymorpho-nuclear neutrophils ( PMNs) in mice with ulcerative colitis ( UC ) by regulating JAK/STAT signaling pathway. Methods The UC mouse models were established by dextran sulfate sodium ( DSS) method and were randomly divided into control group, UC group, low-dose, middle-dose and high-dose berberine groups and positive drug group ( mesalazine enteric-coated tablet group) . In addition, the mice were randomly di¬vided into UC group, high-dose berberine group, AG490 group, and high-dose berberine + AG490 group. Levels of serum tumor necrosis factor a (TNF-α) and interleukin 6 (IL-6) and colon epithelial cell apoptosis and PMN apoptosis were compared among the groups. Western blot was used to detect the expres¬sions of colon tissue apoptosis-related and JAK/STAT signaling pathway-related proteins. Results The lev¬els of serum TNF-α and IL-6, apoptosis rate of colon epithelial cell and protein expressions of Fas, FasL, Bax, caspase-3, p-JAK2/JAK2 and p-STAT3/STAT3 in each dose berberine group and positive drug group were significantly lower than those in UC group (P < 0.05), and the above indicators in berberine groups were reduced gradually (P <0.05) . The PMN apoptosis rate and Bcl-2 protein expression were significantly higher in each dose berberine group and positive drug group than those in UC group (P <0. 05) , and the two indicators increased gradually in berberine groups ( P < 0.05). AG490 could reverse the above effects of berberine ( P < 0. 05 ). Conclusions Berberine can inhibit the apoptosis of colon epithelial cell and promote the apoptosis of PMN in UC mice by regulating the JAK/STAT signaling pathway, and then play a role in the treatment of UC.
9. Study on "Spectrum-material-effect" relationship of Compound Muji Granules against liver tumor based on microfluidic chip
Yan QIN ; Yong-Rui BAO ; Shuai WANG ; Tian-Jiao LI ; Xian-Sheng MENG ; Yong-Rui BAO ; Shuai WANG ; Tian-Jiao LI ; Xian-Sheng MENG ; Xiu-Jun ZHANG ; Hai-Ou PAN
Chinese Pharmacological Bulletin 2023;39(1):185-192
Aim To explore the material basis of anti-tumor effect of Compound Muji Granules. Methods The anti-tumor pharmacodynamics of Compound Muji Granules in vitro was studied by microfluidic chip technology. The fingerprint of Compound Muji Granules was established by HPLC. The "Spectrum-Material-Effect" of Compound Muji Granules was analyzed by grey correlation analysis,partial least squares regression analysis and network pharmacology approach. Results Seven batches of Compound Muji Granules with different extraction methods were successfully established. The results of grey correlation analysis showed that there was a positive correlation between Compound Muji Granules and 7 of the 14 components with pharmacodynamic correlation coefficient >0.80. The contribution of anti liver tumor was peak number 48(luteolin)>6(gallic acid)>19(chlorogenic acid)>59(quercetin)>67(kaempferol)>65(naringin)>38(ellagic acid),in that order. Conclusions Through the establishment of "Spectrum-Material-Effect" research method,it is clear that the above seven active monomers may be the anti-tumor material basis of Compound Muji Granules.
10. Effect of Gupi Xiaoji Decoction on mitochondrial structure and function of human hepatoma cell line HepG2
Zhuo LIU ; Shu-Xian YU ; Hui-Ying JIAN ; Pu-Hua ZENG ; Zhuo LIU ; Xiao-Ning TAN ; Ke-Xin LI ; Zhen ZHANG ; Zhuo LIU ; Xue-Fei TIAN ; Wen-Hui GAO
Chinese Pharmacological Bulletin 2023;39(4):781-786
Aim To observe the effect of Gupi Xiaoji Decoction (GPXJY) on the structure and function of mitochondria of human hepatoma cell HepG2 cells and explore its possible mechanism. Methods CCK8 was used to detect cell proliferation, Mito-Tracker Green fluorescence staining was used to observe the mitochondrial structure, flow cytometry was used to detect the membrane potential, Elisa was used to detect the ATP content, fluoroscopic electron microscopy was used to observe the microstructure changes, and high-content screening(HCS) was used to detect the related proteins. Results Fluorescence staining showed that GPXJY damaged the mitochondria of HepG2 cells and decreased the content of ATP. The results of flow cytometry showed that GPXJY could reduce the mitochondrial membrane potential of HepG2 cells. The results of electron microscope showed that GPXJY made the mitochondria of cancer cells swell and so on. HCS found that GPXJY significantly reduced the average fluorescence intensity of Bcl-2 in HepG2 cells, and significantly increased the average fluorescence intensity of apoptosis promoting proteins Bax, cytochrome-c, caspase-3 and cleaved-caspase-3, which was statistically significant. Conclusion GPXJY can regulate the structure and function of mitochondria in HepG2 cells.

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