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.Combination therapy of wheat-grained sized cone moxibustion and point-to-point needle insertion with medical ozone injection for 31 cases of allergic rhinitis.
Dong HAN ; Chunsheng YIN ; Yuping YANG
Chinese Acupuncture & Moxibustion 2025;45(12):1739-1742
OBJECTIVE:
To observe the clinical efficacy of combination therapy of wheat-grained sized cone moxibustion and point-to-point needle insertion with medical ozone penetrating injection for allergic rhinitis (AR) and its effect on inflammation-related indexes.
METHODS:
Thirty-one patients with persistent AR were enrolled. The patients received medical ozone injection at bilateral Yingxiang (LI20)-to-Shangyingxiang (EX-HN8), and wheat-grained sized cone moxibustion at Dazhui (GV14), twice a week (with a 3-day interval) for 4 consecutive weeks. The total nasal symptoms score (TNSS), total non-nasal symptom score (TNNSS), rhinoconjunctivitis quality of life questionnaire (RQLQ), and rhinitis control assessment test (RCAT) scores were evaluated before treatment, after treatment, and at the 8-week follow-up. Levels of eosinophil (EOS) count, immunoglobulin E (IgE), interleukin (IL)-4, IL-6, and IL-17 were measured before and after treatment. Clinical efficacy was evaluated after treatment, and the recurrence rate was assessed at follow-up.
RESULTS:
Compared with those before treatment, the TNSS, TNNSS, and RQLQ scores were decreased (P<0.05), while the RCAT score was increased (P<0.05) after treatment and at follow-up. There were no statistically significant differences in above indexes between the post-treatment and follow-up (P>0.05). After treatment, the whole blood EOS count and serum levels of IgE, IL-4, IL-6, and IL-17 were decreased compared with those before treatment (P<0.05). After treatment, 17 cases were markedly effective, 12 cases were effective, and 2 cases were ineffective, resulting in a total effective rate of 93.5%. At follow-up, 2 cases relapsed, and the recurrence rate was 6.9%.
CONCLUSION
Combination therapy of wheat-grained sized cone moxibustion and point-to-point needle insertion with medical ozone injection can improve AR symptoms, reduce the recurrence rate, and enhance the quality of life. The mechanism may be associated with the regulation of immune-related indexes.
Humans
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Female
;
Male
;
Moxibustion
;
Adult
;
Ozone/administration & dosage*
;
Middle Aged
;
Young Adult
;
Acupuncture Points
;
Adolescent
;
Combined Modality Therapy
;
Treatment Outcome
;
Immunoglobulin E/blood*
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Rhinitis, Allergic/immunology*
;
Interleukin-4/immunology*
4.PINK1 suppresses colorectal cancer cell growth through epigenetic regulation of histone modifications.
Meng WANG ; Shijia LUAN ; Xiang FAN ; Dong HAN ; Yuping ZHU
Journal of Zhejiang University. Medical sciences 2025;():1-10
OBJECTIVES:
To investigate the role of PTEN-induced putative kinase 1 (PINK1) in regulating the viability, migration, and apoptosis of colorectal cancer (CRC) cells, and to explore its potential epigenetic mechanisms.
METHODS:
PINK1 was overex-pressed or knocked down in HCT116 and DLD1 CRC cell lines using lentiviral vectors, with efficiency verified by qRT-PCR and Western blotting. Cell proliferation, colony formation, migration, and apoptosis were assessed using CCK-8, colony formation, wound healing, Transwell, and Hoechst 33258 staining assays, respectively. Protein levels of apoptosis-related and histone modification-related markers were analyzed by Western blotting. Genome-wide chromatin accessibility was profiled using ATAC-seq.
RESULTS:
PINK1 expression was significantly downregulated at both mRNA and protein levels in CRC tissues compared to normal tissues. PINK1 overexpression inhibited cell prolifera-tion, colony formation, and migration in HCT116 and DLD1 cells (all P<0.05), whereas PINK1 knockdown promoted these malignant phenotypes (all P<0.05). PINK1 overex-pression induced apoptosis, associated with decreased levels of anti-apoptotic proteins (Mcl-1, Bcl-2, Bcl-xl) and increased pro-apoptotic Bax (all P<0.05), without altering p53 expression. Mechanistically, PINK1 overexpression reduced the expression of histone H3 lysine 9 trimethylation (H3K9me3) and histone H3 lysine 27 trimethylation (H3K27me3), and increased the expression of histone H3 lysine 9 acetylation (H3K9ac) and histone H3 lysine 27 acetylation (H3K27ac). It also downregulated key histone-modifying enzymes, including EZH2, EZH1, SUZ12, and histone deacetylase 3 (HDAC3) (all P<0.01). ATAC-seq revealed that PINK1 overexpression increased chromatin accessibility, particularly around transcription start sites.
CONCLUSIONS
PINK1 acts as a tumor suppressor in colorectal cancer by inhibiting proliferation and migration, promoting apoptosis, and remodeling the epigenetic landscape through altering histone modifications and enhancing chromatin accessibility.
5.Mechanism of SIRT2 in Metabolic Dysfunction-associated Steatotic Liver Disease
Kaixuan DONG ; Ya ZHENG ; Yuping WANG ; Qinghong GUO
Medical Journal of Peking Union Medical College Hospital 2024;15(6):1382-1388
Metabolic dysfunction-associated steatotic liver disease (MASLD) is characterized by abnormal lipid deposition in the liver and its mechanism is closely related to insulin resistance, lipid metabolism disorders, oxidative stress, and abnormalities of the gut-liver axis. Currently, there is no effective treatment for this disease. Silent information regulator 2 (SIRT2) is a nicotinamide adenine dinucleotide (NAD+)-dependent deacetylase which performs various pathophysiological functions by interacting with different substrates. For example, it is involved in improving metabolic homeostasis, alleviating liver inflammation, promoting liver regeneration, and delaying the progression of MASLD. In this paper, we present a review of the mechanism of action of SIRT2 in MASLD to analyze the potential value of SIRT2 as a therapeutic target in MASLD.
6.The Role of CEACAM1 in Metabolic Dysfunction-associated Steatotic Liver Disease
Kaixuan DONG ; Danni CHEN ; Ya ZHENG ; Yuping WANG ; Qinghong GUO
Medical Journal of Peking Union Medical College Hospital 2024;15(5):1117-1123
Carcinoembryonic antigen-related cell adhesion molecule 1 (CEACAM1), a transmembrane protein of the immunoglobulin superfamily, is involved in mediating cell adhesion, tissue metastasis, control of immune response, and metabolic homeostasis. Studies have shown that CEACAM1 protects the liver by promoting insulin clearance and preventing fat deposition. The down-regulation of the CEACAM1 expression level leads to a vicious cycle of insulin resistance and aggravates metabolic disorders. As CEACAM1 is critical in controlling metabolic dysfunction-associated steatotic liver disease (MASLD), stimulating its pathway or regulating its expression level might be a potential new therapeutic approach for MASLD. In this paper, therefore, we summarize the research progress of CEACAM1 in MASLD.
7.Mechanism of SIRT2 in Metabolic Dysfunction-associated Steatotic Liver Disease
Kaixuan DONG ; Ya ZHENG ; Yuping WANG ; Qinghong GUO
Medical Journal of Peking Union Medical College Hospital 2024;15(6):1382-1388
Metabolic dysfunction-associated steatotic liver disease (MASLD) is characterized by abnormal lipid deposition in the liver and its mechanism is closely related to insulin resistance, lipid metabolism disorders, oxidative stress, and abnormalities of the gut-liver axis. Currently, there is no effective treatment for this disease. Silent information regulator 2 (SIRT2) is a nicotinamide adenine dinucleotide (NAD+)-dependent deacetylase which performs various pathophysiological functions by interacting with different substrates. For example, it is involved in improving metabolic homeostasis, alleviating liver inflammation, promoting liver regeneration, and delaying the progression of MASLD. In this paper, we present a review of the mechanism of action of SIRT2 in MASLD to analyze the potential value of SIRT2 as a therapeutic target in MASLD.
8.Changes in four different indicators and their relationships with pathological parameters in breast cancer patients
Qianqian WANG ; Yuping DONG ; Lijie YAN ; Shui WANG
Journal of Clinical Medicine in Practice 2024;28(20):1-5
Objective To analyze the changes in the ratio of helper T cell 17 to regulatory T cells (Th17/Treg), serum ferritin (SF), microRNA-145 (miR-145), and microRNA-132 (miR-132) levels in breast cancer patients and their relationships with pathological parameters. Methods A total of 92 breast cancer patients from January 2022 to December 2023 were enrolled as study group, and 105 patients with benign breast diseases during the same period were selected as control group. Changes in SF, miR-132, Th17/Treg, and miR-145 were compared between the two groups, and the diagnostic value of these indicators for breast cancer was analyzed. Results Compared with the control group, the study group had higher peripheral blood Th17/Treg and serum SF levels, and lower serum miR-145 and miR-132 expression levels (
9.Effect of nasal swell body on nasal airflow and Artemisia pollen deposition.
Ya ZHANG ; Ruiping MA ; Yusheng WANG ; Jingliang DONG ; Jingbin ZHANG ; Zhenzhen HU ; Feilun YANG ; Minjie GONG ; Miao LOU ; Lin TIAN ; Luyao ZHANG ; Botao WANG ; Yuping PENG ; Guoxi ZHENG
Journal of Clinical Otorhinolaryngology Head and Neck Surgery 2023;37(7):535-541
Objective:The nasal swell body(NSB) consists of the nasal septal cartilage, nasal bone, and swollen soft tissue, all of which are visible during endoscopic and imaging examinations. Although the function of the NSB remains uncertain, there is evidence to suggest that it plays a vital role in regulating nasal airflow and filtering inhaled air. Based on anatomical and histological evidence, it is hypothesized that the NSB is indispensable in these processes. This study aims to investigate the impact of NSB on nasal aerodynamics and the deposition of allergen particles under physiological conditions. Methods:The three-dimensional (3D) nasal models were reconstructed from computed tomography (CT) scans of the paranasal sinus and nasal cavity in 30 healthy adult volunteers from Northwest China, providing basis for the construction of models without NSB following virtual NSB-removal surgery. To analyze the distribution of airflow in the nasal cavity, nasal resistance, heating and humidification efficiency, and pollen particle deposition rate at various anatomical sites, we employed the computed fluid dynamics(CFD) method for numerical simulation and quantitative analysis. In addition, we created fully transparent segmented nasal cavity models through 3D printing, which were used to conduct bionic experiments to measure nasal resistance and allergen particle deposition. Results:①The average width and length of the NSB in healthy adults in Northwest China were (12.85±1.74) mm and (28.30±1.92) mm, respectively. ②After NSB removal, there was no significant change in total nasal resistance, and cross-sectional airflow velocity remained essentially unaltered except for a decrease in topical airflow velocity in the NSB plane. ③There was no discernible difference in the nasal heating and humidification function following the removal of the NSB; ④After NSB removal, the deposition fraction(DF) of Artemisia pollen in the nasal septum decreased, and the DFs post-and pre-NSB removal were(22.79±6.61)% vs (30.70±12.27)%, respectively; the DF in the lower airway increased, and the DFs post-and pre-NSB removal were(24.12±6.59)% vs (17.00±5.57)%, respectively. Conclusion:This study is the first to explore the effects of NSB on nasal airflow, heating and humidification, and allergen particle deposition in a healthy population. After NSB removal from the healthy nasal cavities: ①nasal airflow distribution was mildly altered while nasal resistance showed no significantly changed; ②nasal heating and humidification were not significantly changed; ③the nasal septum's ability to filter out Artemisia pollen was diminished, which could lead to increased deposition of Artemisia pollen in the lower airway.
Adult
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Humans
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Cross-Sectional Studies
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Nasal Cavity/surgery*
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Allergens
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Pollen
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Artemisia
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Hydrodynamics
10.Preliminary Analysis of Influencing Factors of Opioid Analgesics Need Within 48 Hours After Arthroscopic Rotator Cuff Repair
Yingying XU ; Yue BAI ; Shuo YANG ; Xiaowen LI ; Boxuan DONG ; Liyuan TAO ; Yuping YANG
Chinese Journal of Minimally Invasive Surgery 2023;23(12):898-901
Objective To investigate the influencing factors of opioid analgesics need within 48 hours after arthroscopic rotator cuff repair.Methods Clinical data of 90 consecutive arthroscopic rotator cuff repairs by the same operator from March 2017 to July 2022 were retrospectively analyzed.The patients were divided into opioid group(62 patients)and control group(28 patients)according to whether they used opioid analgesics within 48 hours after surgery.The control group consisted of patients who did not use analgesics or who had good analgesic effects with conventional analgesic regimens(non-steroidal anti-inflammatory drugs or non-opioid central analgesics)after surgery,and the opioid group consisted of patients who required opioid analgesics as assessed by the surgeon or who need opioid analgesics because of inefficacy of conventional analgesic regimens.The following factors were selected as independent variables:gender,age(whether≥65 years old),duration of disease(whether≥4 weeks),body mass index(BMI)(whether≥25),occupation(whether employed),with or without a history of smoking and alcohol consumption,hypertension,diabetes,heart disease,and trauma,duration of surgery(whether≤180 min),number of torn tendons(whether≥2),number of screws(whether≥2),large nodular osteophyte,and whether there was moderate-to-severe impingement.Single factor analysis was used to screen the factors influencing the need for opioid analgesics within 48 hours after arthroscopic rotator cuff repair.Results The results of univariate analysis showed that among the above independent variables,only the number of torn tendons≥2 was the factor affecting the need for opioid analgesics within 48 hours after arthroscopic rotator cuff repair(OR = 5.263,P = 0.007).Conclusions Patients with rotator cuff tears with≥2 tendons had more severe pain within 48 hours after rotator cuff repair,requiring opioid analgesics.Focus should be placed on postoperative pain in such patients,and a diverse analgesic regimen should be used early.


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