1.Clinical decision and prescription generation for diarrhea in traditional Chinese medicine based on large language model
Jiaze WU ; Hao LIANG ; Haoran DAI ; Hongliang RUI ; Baoli LIU
Digital Chinese Medicine 2026;9(1):13-30
Objective:
To develop a clinical decision and prescription generation system (CDPGS) specifically for diarrhea in traditional Chinese medicine (TCM), utilizing a specialized large language model (LLM), Qwen-TCM-Dia, to standardize diagnostic processes and prescription generation.
Methods:
Two primary datasets were constructed: an evaluation benchmark and a fine-tuning dataset consisting of fundamental diarrhea knowledge, medical records, and chain-of-thought (CoT) reasoning datasets. After an initial evaluation of 16 open-source LLMs across inference time, accuracy, and output quality, Qwen2.5 was selected as the base model due to its superior overall performance. We then employed a two-stage low-rank adaptation (LoRA) fine-tuning strategy, integrating continued pre-training on domain-specific knowledge with instruction fine-tuning using CoT-enriched medical records. This approach was designed to embed the clinical logic (symptoms → pathogenesis → therapeutic principles → prescriptions) into the model’s reasoning capabilities. The resulting fine-tuned model, specialized for TCM diarrhea, was designated as Qwen-TCM-Dia. Model performance was evaluated for disease diagnosis and syndrome type differentiation using accuracy, precision, recall, and F1-score. Furthermore, the quality of the generated prescriptions was compared with that of established open-source TCM LLMs.
Results:
Qwen-TCM-Dia achieved peak performance compared to both the base Qwen2.5 model and five other open-source TCM LLMs. It achieved 97.05% accuracy and 91.48% F1-score in disease diagnosis, and 74.54% accuracy and 74.21% F1-score in syndrome type differentiation. Compared with existing open-source TCM LLMs (BianCang, HuangDi, LingDan, TCMLLM-PR, and ZhongJing), Qwen-TCM-Dia exhibited higher fidelity in reconstructing the “symptoms → pathogenesis → therapeutic principles → prescriptions” logic chain. It provided complete prescriptions, whereas other models often omitted dosages or generated mismatched prescriptions.
Conclusion
By integrating continued pre-training, CoT reasoning, and a two-stage fine-tuning strategy, this study establishes a CDPGS for diarrhea in TCM. The results demonstrate the synergistic effect of strengthening domain representation through pre-training and activating logical reasoning via CoT. This research not only provides critical technical support for the standardized diagnosis and treatment of diarrhea but also offers a scalable paradigm for the digital inheritance of expert TCM experience and the intelligent transformation of TCM.
2.Effect of Qingfei Shenshi Decoction (清肺渗湿汤) Combined with Western Medicine on Clinical Effectiveness and Immune Function for Patients with Bronchial Asthma of Heat Wheezing Syndrome
Ying SUN ; Haibo HU ; Na LIU ; Fengchan WANG ; Jinbao ZONG ; Ping HAN ; Peng LI ; Guojing ZHAO ; Haoran WANG ; Xuechao LU
Journal of Traditional Chinese Medicine 2026;67(1):38-44
ObjectiveTo observe the clinical effectiveness and safety of Qingfei Shenshi Decoction (清肺渗湿汤) combined with western medicine for patients with bronchial asthma of heat wheezing syndrome, and to explore its potential mechanism of action. MethodsEighty-six participants with bronchial asthma of heat wheezing syndrome were randomly divided into treatment group and control group, each group with 43 participants. The control group received conventional western medicine, and the treatment group was additionally administered Qingfei Shenshi Decoction orally on the basis of the control group, 1 dose per day. Both groups were treated for 14 days. The primary outcome measure was clinical effectiveness; secondary outcome measures included traditional Chinese medicine (TCM) syndrome score, asthma control test (ACT) score, pulmonary function indices such as forced expiratory volume in 1 second (FEV1), forced vital capacity (FVC), peak expiratory flow (PEF), serum inflammatory factor levels including interleukin-4 (IL-4), tumour necrosis factor-α (TNF-α), and high-sensitivity C-reactive protein (hs-CRP), and immune function indices including CD3+, CD4+, CD8+, CD4+/CD8+. All outcome measures were evaluated before and after treatment. Vital signs were monitored, and electrocardiography, blood routine, urine routine, liver function, and renal function tests were performed before and after treatment. Adverse events and reactions during the study were recorded. ResultsA total of 80 patients completed the trial with 40 in each group. The total clinical effective rate of the treatment group was 97.5% (39/40), which was significantly higher than that of the control group (85.0%, 34/40, P<0.05). After treatment, both groups showed decreased TCM syndrome scores, IL-4, TNF-α, hs-CRP, and CD8+ levels, as well as increased ACT scores, CD3+, CD4+, CD4+/CD8+, FEV1, FVC, and PEF levels (P<0.05 or P<0.01). Moreover, the improvements in these indices were more significant in the treatment group than in the control group (P<0.05 or P<0.01). No significant abnormalities in safety indicators were observed in either group, and no adverse events or reactions occurred. ConclusionQingfei Shenshi Decoction combined with conventional western medicine for patients with bronchial asthma of heat wheezing syndrome can effectively improve the clinical symptoms, pulmonary function, and clinical effectiveness, with good safety. Its mechanism may be related to reducing inflammatory factor levels and regulating T lymphocyte subsets to improve immune function.
3.Establishment and application of the method for plasma concentration determination of lamotrigine,levetiracetam and perampanel in children with epilepsy
Wenlin SONG ; Ying ZHOU ; Haoran CHEN ; Ziyue LIN ; Yan LI ; Jie LIU ; Taiwei JIN ; Xuqiang ZHOU
China Pharmacy 2026;37(10):1313-1317
OBJECTIVE To establish a method for simultaneous determination of plasma concentration of lamotrigine(LTG), levetiracetam(LEV) and perampanel(PER) in children with epilepsy and apply this method in clinical practice. METHODS Plasma proteins were precipitated with acetonitrile. Using PER-D 5 as internal standard, ultra-high performance liquid chromatography-tandem mass spectrometry (UPLC-MS/MS) method was adopted. The determination was performed on ACQUITY UPLC HSS T3 C 18 column with mobile phase consisted of 0.1% formic acid with 5 mmol/L ammonium acetate-acetonitrile (gradient elution) at the flow rate of 0.3 mL/min. The column temperature was 40 ℃, and sample size was 5 μL. The analysis time was 5 min. The electrospray ionization source and multiple reaction monitoring mode were used for positive ion scanning. The ion pairs used for quantitative analysis of LTG, LEV, PER and internal standard were m / z 255.9→144.9, m / z 171.1→126.1, m / z 350.1→219.0 and m / z 354.9→220.2, respectively. The steady-state trough concentrations of the aforementioned drugs in the plasma of 14 pediatric epilepsy patients receiving combination therapy were determined using the same UPLC-MS/MS method as above. RESULTS The linear ranges of LTG, LEV and PER were 0.15-24 μg/mL ( R 2 >0.993), 0.312 5-50 μg/mL ( R 2 >0.997) and 6.25-1 000 ng/mL ( R 2 >0.997), respectively. The lower limits of quantification were 0.15 μg/mL, 0.312 5 μg/mL and 6.25 ng/mL, respectively. RSDs of intraday and interday precision tests of the three drugs were no more than 9.83%, and the accuracies (relative errors) were between -9.33% and 13.72%( n =6 or n =18); the average extraction recovery rates were 86.4%-97.9%, and the average matrix effects were 86.9%-110.0% ( n =6). The absolute values of the relative errors in the stability tests were all below 15%. The steady-state trough concentrations of LTG, LEV and PER were (5.64±4.03)μg/mL, (10.67±8.78)μg/mL and(450.20±251.27)ng/mL, respectively; the rates of achieving target trough concentrations were 71.4%, 37.5% and 84.6%, respectively. CONCLUSIONS The established UPLC-MS/MS method is specific, rapid and suitable for the plasma concentration monitoring in epileptic children receiving combination therapy.
4.Active Compounds and Modern Pharmacological Effect of Armeniacae Semen Amarum: A Review
Wen GUO ; Peipei JIN ; Haoran ZHENG ; Lu LIU ; Zeheng CHENG ; Hui QI
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(19):326-334
Armeniacae Semen Amarum, the dried mature seeds of plants such as Prunus armeniaca var. ansu (Rosaceae), have a long history for medicinal use. Modern research indicates that the core active compounds of Armeniacae Semen Amarum, such as amygdalin, fatty acids, and volatile oils, exhibit multiple pharmacological effects including antitussive, bronchodilatory, anti-inflammatory, antioxidant, antitumor, antifibrotic, and immunomodulatory effects. Consequently, their potential applications in treating respiratory diseases, tumors, tissue injury, and metabolic disorders have garnered significant attention. However, a systematic integrated analysis of the relationship between the traditional efficacy, modern pharmacology, key material basis, and multi-pathway mechanisms of Armeniacae Semen Amarum remains lacking. Using bibliometric methods combined with CiteSpace visualization technology, this study systematically summarizes the research hotspots on Armeniacae Semen Amarum and its representative component amygdalin, including the key roles in inflammation regulation, apoptosis induction, cell cycle arrest, oxidative stress balance, and fibrosis modulation. This article reviews the research progress in Armeniacae Semen Amarum across from four major dimensions—traditional applications, visualization analysis, material basis, and modern pharmacological studies, providing a reference for the further basic and clinical studies of Armeniacae Semen Amarum in respiratory diseases, oncology, and immune-related disorders.
5.ZHOU Zhaoshan's Experience in Staged Treatment of Bronchial Asthma by Draining Dampness
Haoran WANG ; Ying SUN ; Na LIU ; Fengchan WANG ; Ping HAN ; Peng LI ; Guojing ZHAO ; Haibo HU ; Xuechao LU ;
Journal of Traditional Chinese Medicine 2025;66(23):2416-2420
This paper summarized Professor ZHOU Zhaoshan's clinical experience in treating bronchial asthma (abbreviated as asthma) by stages with dampness-draining method. It is believed that pathogenic dampness is the key pathological factor in the onset of asthma. Dampness accumulates into water, which gathers into rheum; the condensed rheum forms phlegm, which lingers in the lungs. When external pathogens trigger the latent phlegm, phlegm and qi become mutually obstructed, leading to airway obstruction, disrupted qi movement, and upward reversal of lung qi, thereby resulting in asthma attacks. The treatment emphasizes a stage-based approach. During acute attacks, the main syndromes include cold-damp obstructing the lungs, damp-heat accumulating in the lungs, and shaoyang (少阳) constraint with heat. For the syndrome of cold-damp obstructing the lungs, a self-formulated Wenfei Shenshi Decoction (温肺渗湿汤) is used to warm the lungs and disperse cold, drain dampness and relieve panting; for the syndrome of damp-heat accumulating in the lungs, a self-formulated Qingfei Shenshi Decoction (清肺渗湿汤) is employed to clear the lungs and expel heat, drain dampness and relieve asthma; and for the syndrome of shaoyang constraint with heat, a self-formulated Chaihu Shenshi Decoction (柴胡渗湿汤) is administered to harmonize the shaoyang, clear heat and drain dampness. During the remission stage, treatment is based on the underlying kidney-deficiency constitution, and a self-formulated Bushen Shenshi Decoction (补肾渗湿汤) is formulated to tonify the kidneys and drain dampness, improve qi reception and relieve panting.
6.Therapeutic effect of Rhizoma Corydalis on ulcerative colitis induced by dextran sodium sulfate and its mechanism:a study based on metabolomics
Chentao XIE ; Jialing LIU ; Yangyang GAO ; Haoran XU ; Hui WANG ; Yuanjing ZHAO ; Ruyi FAN ; Simin CHEN
Journal of Chongqing Medical University 2025;50(7):879-888
Objective:To investigate the interventional effect of Rhizoma Corydalis on mice with ulcerative colitis(UC)induced by dextran sulfate sodium(DSS),as well as the potential mechanism of Rhizoma Corydalis in the treatment of UC based on metabolomics and inflammation biomarkers.Methods:A mouse model of UC was established,and then the mice were divided into model group,high-dose group(1.517 g/kg crude drug),middle-dose group(0.986 g/kg crude drug),low-dose group(0.455 g/kg crude drug),and positive drug group(5-aminosalicylic acid at a dose of 718.8 mg/kg),while the mice without modeling were selected as normal group(0.9%NaCl by gavage).The mice in each group were administered for 7 consecutive days,and phenotypic parameters were dynamically moni-tored,such as body weight change,disease activity index(DAI),mean daily food intake,and daily water intake.The mice were sacri-ficed after 7 days to collect serum and colon tissue samples;ELISA was used to measure the serum levels of the proinflammatory fac-tors interleukin-6(IL-6),interleukin-17A(IL-17A),C-reactive protein(CRP),and tumor necrosis factor-α(TNF-α),and ultra-performance liquid chromatography-quadrupole time-of-flight mass spectrometry(UPLC-Q-TOF/MS)was used to perform the non-targeted metabolomics analysis and compare the differences in se-rum metabolite profiles between groups.The mice were selected for modeling and validation with the same method,and glutathione(GSH)was selected as the positive drug.Colon length and mucosal damage were assessed,and quantitative real-time PCR was used to measure the relative mRNA expression levels of the key genes in the glutathione synthesis pathway(γ-glutamylcysteine synthetase[γ-GCS]and oxidative stress regulators yap1p and skn7)and mito-chondrial GSH transporter protein(Slc25a39)in colonic tissue.Results:Rhizoma Corydalis significantly improved weight loss,DAI,and colon length in a dose-dependent manner in the model animals,and there were reductions in the serum levels of IL-6,CRP,and TNF-α,while it had no significant effect on IL-17A.The metabolomics analysis revealed 21 potential biomarkers associated with amino acid and lipid metabolism,which were significantly regulated by Rhizoma Corydalis.In the verification experiment,both Rhi-zoma Corydalis and GSH exerted a significant protective effect against colonic mucosal damage without affecting colon length.Rhizoma Corydalis upregulated the expression of genes associated with glutathione synthesis,especially γ-GCS,suggesting that Rhizoma Co-rydalis could enhance intestinal antioxidant defenses.Conclusion:Rhizoma Corydalis has a therapeutic potential in a mouse model of DSS-induced UC and can alleviate symptoms,reduce the serum levels of inflammatory markers,and regulate metabolic pathways,and upregulation of the genes associated with glutathione synthesis suggests that the drug can enhance intestinal antioxidant defenses.
7.Ferrostatin-1 attenuates inflammatory response to hypoxic lung injury at plateau by inhibiting ferroptosis in lung epithelial cells
Haoran GUO ; Ting LIU ; Liye WANG ; Zhiyun HAO ; Chengbin WANG ; Chi WANG ; Mianyang LI
Journal of Army Medical University 2025;47(12):1261-1275
Objective To investigate the protective effects of ferroptosis inhibitor ferrostatin-1(Fer-1)on high-altitude hypoxic lung injury and explore novel preventive strategies for high-altitude hypoxia-induced lung injury.Methods ①Eighteen SPF male Wistar rats(5~6 weeks old,210~230 g)were randomly divided into 3 groups(n=6):normoxic control,hypoxic lung injury,and Fer-1 pretreatment groups.A hypobaric chamber was used to establish a rat model of high-altitude hypoxic lung injury.Liquid chromatography-tandem mass spectrometry(LC-MS/MS)was employed to compare pulmonary protein profiles between normoxic and hypoxic groups,followed by bioinformatics analysis of pathways enriched with differentially expressed proteins(DEPs).Histopathological changes and lung injury scores were assessed with HE staining.ELISA was used to quantify the inflammatory cytokines,flow cytometry and immunofluorescence assay were employed to measure the production of reactive oxygen species(ROS),and spectrophotometry was utilized to determine the contents of Fe2?,glutathione(GSH),malondialdehyde(MDA),and superoxide dismutase(SOD)to evaluate oxidative stress and detect ferroptosis-related markers.② Human bronchial epithelial cells(bronchial epithelium transformed with Ad12-SV40,BEAS-2B)and macrophages induced by tumor human peripheral blood monocytes-1(THP-1)cells were placed in a low oxygen conditions for 48 h to establish a cellular model of hypoxic lung injury,on which Fer-1 was administered as a preventive group.Ferroptosis markers in BEAS-2B cells and inflammatory cytokine secretion in macrophages were analyzed.Results ①Proteomics identified 2 962 proteins,with 357 DEPs(199 up-regulated,158 down-regulated).Kyoto Encyclopedia of Genes and Genomes(KEGG)pathway analysis showed ferroptosis as the most enriched pathway.Hypoxic lung injury resulted in elevated ROS,MDA,Fe2?,and inflammatory cytokines(P<0.05),reduced SOD,GSH,solute carrier family 7 member 11(SLC7A11),glutathione peroxidase 4(GPX4),and ferritin heavy chain 1(FTH1),and increased acyl-coa synthetase long chain family member 4(ACSL4)(P<0.05).Fer-1 pretreatment significantly mitigated oxidative stress(ROS,MDA,SOD,GSH;P<0.05),up-regulated SLC7A11 and FTH1,down-regulated ACSL4(P<0.05),and reduced inflammation(P<0.05).②In cellular models,Fer-1 increased SLC7A11,GPX4,FTH1,GSH,and SOD(P<0.05),declined ROS(P<0.05),and suppressed macrophage inflammatory cytokines(P<0.05).Conclusion Fer-1 alleviates high-altitude hypoxic lung injury by inhibiting ferroptosis in pulmonary epithelial cells and attenuating macrophage-driven inflammation,providing experimental evidence for novel therapeutic strategies.
8.Clinical application of plasma exchange combined with early continuous renal replacement therapy in patients with multiple injuries and high myoglobinemia
Hongbing REN ; Yuansong ZHANG ; Haoran ZHU ; Wenjun DENG ; Chaojun LI ; Han LIU
Journal of Army Medical University 2025;47(12):1276-1283
Objective To explore the clinical safety of plasma exchange(PE)combined with early continuous renal replacement therapy(CRRT)and its effects on coagulation and immune functions in patients with polytrauma and hypermyoglobinemia.Methods A non-randomized controlled study was conducted on 60 patients with severe polytrauma and myoglobinemia hospitalized in our department from January 2021 to December 2024.Based on different blood purification,the patients were divided a control group(CRRT)combined with conventional basic treatment,n=30)and an observation group(PE+CRRT and conventional basic treatment,n=30).Biochemical indicators(myoglobin,Mb),inflammation-related indicators,peripheral blood lymphocyte subsets,coagulation indicators,clinical-related indicators,and scores were observed and compared between the 2 groups before and after treatment.Results After 1,2 and 3 d of treatment,the levels of Mb,creatine kinase(CK),creatine kinase-MB isoenzyme(CK-MB),lactate dehydrogenase(LDH),serum creatinine(SCr),blood urea nitrogen(BUN),K+,C-reactive protein(CRP),procalcitonin(PCT),IL-6 and D-dimer(D-D),and white blood cell(WBC)count were significantly decreased in both groups(P<0.05).Among them,the observation group obtained obviously lower levels of all above indicators than the control group at the 3 time points(P<0.05).Additionally,notably shorter average length of total hospital stay,shorter average length of trauma intensive care unit stay,and lower score of acute physiology and chronic health evaluation Ⅱ(APACHEⅡ)was observed in the observation group than the control group(P<0.05).There were no statistical differences in coagulation function indicators or T lymphocyte subsets between the 2 groups.No complications occurred.Conclusion For patients with polytrauma and hypermyoglobinemia,early application of PE+CRRT can effectively reduce serum myoglobin level,improve serum biochemical inicators,renal function and inflammatory status,and maintain homeostasis,but shows no effect on immune or coagulation functions.This approach is worthy of promoting in clinical practice.
9.Sinicization of exteroceptive body awareness questionnaire and its reliability and validity in college students
Caina LIU ; Qingqing ZHANG ; Long CHEN ; Yami ZHAO ; Yitian LI ; Haoran SHI ; Jingyi HU ; Chunyan ZHU
Chinese Journal of Behavioral Medicine and Brain Science 2025;34(7):652-657
Objective:To adapt the English version of exteroceptive body awareness questionnaire (EBA-q) into Chinese, and evaluate its reliability and validity in college students.Methods:English version EBA-q was translated and culturally adapted into Chinese, and the tests were administered from October to December 2024, with valid data collected from 1 071 college students. Item analysis, exploratory factor analysis, confirmatory factor analysis, criterion-related validity analysis, and reliability analysis were conducted by SPSS 23.0 and Mplus 8.3 softwares.Results:(1) The Chinese version of EBA-q contained seventeen items across five factors: visual awareness, tactile awareness, body coordination, awareness of body changes and awareness of clothing fit. The five-factor measurement model fitted the data well ( χ2/ df=2.24, CFI=0.95, TLI=0.94, RMSEA=0.05, SRMR=0.06). (2) The EBA-q scores were positively correlated with the scores of noticing, body listening, public self-consciousness, and private self-consciousness ( r=0.46, 0.36, 0.09, 0.25, all P<0.01). (3)The Cronbach's α coefficient, split-half reliability and test-retest reliability of the Chinese version of EBA-q were 0.79, 0.85 and 0.77, respectively(all P<0.01). Conclusion:The Chinese version of the EBA-q has demonstrated good reliability in assessing external body awareness among college students, but its validity requires further verification.
10.Research progress of Faricimab in the treatment of macular edema associated with retinal vascular diseases
Xinyi HOU ; Haoran WANG ; Chunhua DAI ; Jing ZHANG ; Meng XIN ; Zhixin GUAN ; Shu LIU
International Eye Science 2025;25(8):1267-1273
Intravitreal injection of anti-vascular endothelial growth factor(VEGF)agents has become the primary treatment for macular edema associated with retinal vascular disease such as diabetic retinopathy and retinal vein occlusion, but there are limitations such as variable treatment efficacy and insufficient durability of therapeutic effects. As the first bispecific antibody applied in ophthalmic treatment, Faricimab achieves favorable outcomes by simultaneously targeting both VEGF-A and angiopoietin-2(Ang-2)pathways. Based on evidence from recent clinical trials and real-world studies, this article reviews the research progress on Faricimab for the treatment of diabetic macular edema(DME), retinal vein occlusion-associated macular edema(RVO-ME)and refractory macular edema compared to the therapeutic effects of other agents. Additionally, based on Faricimab's safety characteristics and future potential, its therapeutic prospects for macular edema associated with retinal vascular diseases are discussed. This review aims to provide evidence-based references for optimizing clinical treatment strategies, thereby contributing to mitigating the risk of vision loss due to macular edema.

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